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SUPPLEMENTARY INFORMATION FOR Exhaustive search for epistatic effects on the human methylome Authors: Tobias Egli 1,2 , Vanja Vukojevic 1,2,4 , Thierry Sengstag 6,7 , Martin Jacquot 6 , Rubén Cabezón 6 , David Coynel 2,5 , Virginie Freytag 1,2 , Angela Heck 1,2,3 , Christian Vogler 1,2,3 , Dominique J.F. de Quervain 2,3,5 , Andreas Papassotiropoulos 1,2,3,4 , Annette Milnik 1,2,3,* Affiliations: 1 Division of Molecular Neuroscience, Department of Psychology, University of Basel, CH 4055 Basel, Switzerland 2 Transfaculty Research Platform Molecular and Cognitive Neurosciences, University of Basel, CH4055 Basel, Switzerland 3 Psychiatric University Clinics, University of Basel, CH4055 Basel, Switzerland 4 Department Biozentrum, Life Sciences Training Facility, University of Basel, CH4056 Basel, Switzerland 5 Division of Cognitive Neuroscience, Department of Psychology, University of Basel, CH 4055 Basel, Switzerland 6 sciCORE, Scientific Computing Center, University of Basel, CH4056 7 SIB Swiss Institute of Bioinformatics *Corresponding author Annette Milnik University of Basel, Division of Molecular Neuroscience Birmansgasse 8, CH4009 Basel Phone: + 41 61 267 0267 [email protected]

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SUPPLEMENTARY  INFORMATION  FOR        

Exhaustive  search  for  epistatic  effects  on  the  human  methylome  

 

Authors:    

Tobias  Egli1,2,  Vanja  Vukojevic1,2,4,  Thierry  Sengstag6,7,  Martin  Jacquot6,  Rubén  Cabezón6,  David  

Coynel2,5,  Virginie  Freytag1,2,  Angela  Heck1,2,3,  Christian  Vogler1,2,3,  Dominique  J.-­‐F.  de  

Quervain2,3,5,  Andreas  Papassotiropoulos1,2,3,4,  Annette  Milnik1,2,3,*  

 

Affiliations:  

1 Division  of  Molecular  Neuroscience,  Department  of  Psychology,  University  of  Basel,  CH-­‐4055  Basel,  Switzerland  

2 Transfaculty  Research  Platform  Molecular  and  Cognitive  Neurosciences,  University  of  Basel,  CH-­‐4055  Basel,  Switzerland  

3 Psychiatric  University  Clinics,  University  of  Basel,  CH-­‐4055  Basel,  Switzerland  4 Department  Biozentrum,  Life  Sciences  Training  Facility,  University  of  Basel,  CH-­‐4056  

Basel,  Switzerland  5 Division  of  Cognitive  Neuroscience,  Department  of  Psychology,  University  of  Basel,  CH-­‐

4055  Basel,  Switzerland  6 sciCORE,  Scientific  Computing  Center,  University  of  Basel,  CH-­‐4056  7 SIB  -­‐  Swiss  Institute  of  Bioinformatics  

 

*Corresponding  author  

Annette  Milnik  

University  of  Basel,  Division  of  Molecular  Neuroscience  

Birmansgasse  8,  CH-­‐4009  Basel  

Phone:  +  41  61  267  0267  

[email protected]      

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Supplementary  Text  

 Affymetrix  SNP  6.0  based  genotyping.  Genomic  DNA  concentration  was  adjusted  to  50  ng/μl  

in  water.  Digestion  was  done  with  250  ng  of  DNA,  in  parallel  with  10  units  of  Sty  I  and  Nsp  I  

restriction  enzymes  (New  England  Biolabs,  Knowl  Piece,  UK)  for  2  hours  at  37  °C.  Following,  

enzyme  specific  adaptor  oligonucleotides  were  ligated  onto  the  digested  ends  with  T4  DNA  

Ligase  for  3  hours  at  16°C.  After  adjusting  volume  to  100  μl  with  water,  10  μl  of  the  diluted  

ligation  reactions  were  subjected  to  PCR.  Three  PCR  reactions  of  100  μl  were  performed  for  Sty  

digested  products  and  four  PCR  reactions  for  Nsp.  PCR  was  performed  with  Titanium  Taq  DNA  

Polymerase  (Clontech,  Mountain  View,  CA)  in  the  presence  of  4.5  µM  PCR  primer  002  

(Affymetrix,  Santa  Clara,  CA),  350  µM  each  dNTP  (Clontech),  1M  G-­‐C  Melt  (Clontech),  and  1  X  

Titanium  Taq  PCR  Buffer  (Clontech).  Following  cycling  parameters  were  used:  94  °C,  3  min;  30  x  

(94  °C,  30  s;  60  °C,  45  s;  68  °C,  15  s);  68  °C,  7  min.  PCR  products  expected  in  the  range  size  

between  200-­‐1100  bp  were  verified  using  2  %  (weight/volume)  TBE  gel  electrophoresis.  PCR  

products  were  pooled  and  purified  with  the  Filter  Bottom  Plate  (Millipore,  Billerica,  MA;  P/N  

MDRLN0410)  using  Agencourt  AMPure  XP  Beads  (Beckman  Coulter,  Fuillerton,  CA).  

Quantification  of  purified  PCR  products  was  done  on  a  Zenith  200rt  microplate  reader  (Anthos-­‐

Labtec,  Cambridge,  UK),  with  average  yield  of  4  to  5  μg/μl  per  sample.  Subsequently,  the  SNP  

Nsp/Sty  5.0/6.0  Assay  Kit  (Affymetrix)  was  used.  For  the  fragmentation  around  250  μg  of  

purified  PCR  products  was  digested  using  0.5  units  of  DNAse  I  at  37°C  for  35  minutes.  Average  

size  of  fragmentation  products  less  than  180  bps  was  verified  using  4  %  (weight/volume)  TBE  

gel  electrophoresis.  Following,  the  DNA  was  end  labeled  with  105  units  of  terminal  

deoxynucleotidyl  transferase  at  37  °C  for  4  hours.  The  labeled  DNA  was  then  hybridized  onto  

Genome-­‐Wide  Human  SNP  6.0  Array  at  50  °C  for  18  hours  at  60  rpm.  The  hybridized  array  was  

washed,  stained,  and  scanned  according  to  the  manufacturer’s  (Affymetrix)  instructions  using  

Affymetrix  GeneChip  Command  Console  (AGCC,  version  3.2.0.1515).  Generation  of  SNP  calls  and  

array  quality  control  were  performed  using  the  command  line  programs  of  the  Affymetrix  Power  

Tools  package  (version:  apt-­‐1-­‐14.4.1).  According  to  the  manufacturer’s  recommendation,  

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Contrast  QC  was  chosen  as  QC  metric,  using  the  default  value  of  greater  or  equal  than  0.4.  All  

samples  passing  QC  criteria  were  subsequently  genotyped  using  the  Birdseed  (v2)  algorithm.  

 HumanMethylation  Infinium  450K  BeadChip  based  methylation  analyses.  Samples  were  

collected  using  BD  Vaccutainer  Push  Button  blood  collection  set  and  10.0  mL  BD  Vacutainer®  

Plus  plastic  whole  blood  tube,  BD  Hemogard™  closure  with  spray-­‐coated  K2EDTA  (Becton,  

Dickinson  and  Company  ,  New  Jersey,  NJ).  Hematological  analysis,  including  blood  cell  counts,  

was  performed  at  the  collection  time  point  with  Sysmex  pocH-­‐100i™  Automated  Hematology  

Analyzer  (Sysmex  Co,  Kobe,  JP.)  DNA  was  isolated  from  the  remaining  fraction,  upon  plasma  

removal.  The  isolation  was  performed  with  QIAmp  Blood  Maxi  Kit  (Qiagen  AG,  Hilden,  DE),  using  

the  recommended  spin  protocol.  

In  order  to  obtain  high  purity  DNA  prior  to  bisulfite  conversion,  isolated  DNA  samples  

were  additionally  re-­‐purified.  For  this  purpose,  2  µg  of  DNA  isolated  with  QIAmp/Oragene  

procedure,  was  incubated  overnight  at  50  °C  with  proteinase  K  (Lysis  buffer:  30  mM  Tris·Cl;  10  

mM  EDTA;  1  %  SDS,  pH  8.0;  150ng/µl  Proteinase  K),  agitated  by  gentle  orbital  shaking.  Next,  the  

DNA  was  purified  using  Genomic  DNA  Clean  &  Concentrate  Kit  (Zymo  Research,  Irvine,  CA).  The  

quality  and  concentration  of  DNA  were  assessed  using  gel  electrophoresis,  NanoDrop  ND-­‐  1000  

(Thermo  Scientific,  Waltham,  MA)  and  fluorometry  measurements  (Qubit  dsDNA  BR  Assay  Kit;  

Invitrogen,  Carlsbad,  CA),  respectively.  

The  bisulfite  conversion  was  performed  with  500  ng  genomic  DNA  input  using  the  EZ  DNA  

Methylation  Gold  Kit  (Zymo  Research).  A  bisulfite  conversion  quality  control  on  the  probes  was  

performed  with  DNA  qPCR  reaction  and  subsequent  melting  curve  analysis  1.  The  bisulfite-­‐

converted  DNA  was  processed  and  hybridized  to  the  HumanMethylation450  BeadChip  (Illumina,  

Inc,  San  Diego,  CA),  according  to  the  manufacturer's  instructions.  The  BeadChip  images  were  

scanned  on  the  iScan  system  (performed  at  ServiceXS  B.V.,  Leiden,  Netherlands).  

N  =  568  subjects  of  the  discovery  sample  were  processed  in  two  batches  (2  plates  and  4  

plates,  respectively).  For  the  replication  sample,  N  =  319  subjects  were  processed  within  a  single  

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batch  (4  plates).  Within  a  batch  samples  were  processed  with  a  randomized  plate  assignment  

and  with  a  single  bisulfite  conversion.  Preprocessing  was  done  separately  for  each  batch.  Data  

were  extracted  and  analyzed  from  the  generated  idat  files  using  the  R  package  RnBeads  version  

0.99.9  2.  CpG  annotation  was  based  on  the  manufactures  annotation  file  

(HumanMethylation450_15017482_v.1.2).  During  preprocessing,  the  background  was  

subtracted  using  the  “noob”  method  in  the  methylumi  package  3,  and  the  signal  was  further  

normalized  using  the  SWAN  algorithm  4.  The  following  probe  categories  were  excluded  from  the  

final  data  sets,  based  on  the  annotation  provided  within  the  RnBeads  package:  non-­‐CpG  context  

probes  (due  to  underrepresentation  on  the  450K  array,  0.6  %,  5,  functional  differences  when  

compared  to  CpG  context  as  well  as  very  low  abundance  of  non-­‐CpG  methylation  in  somatic  

tissues  6;  N  =  3,091),  probes  with  a  SNP  mapping  directly  to  the  target  CpG  site,  as  well  as  probes  

with  three  and  more  SNPs  mapping  within  the  50mer  probe  (MAF  threshold  was  set  to  0.01;  

N  =  18,998  CpGs  ),  gonosomal  probes  (N  =  11,473  CpGs),  non-­‐specific  probes.  Using  the  

Greedycut  algorithm,  we  iteratively  removed  the  probes  and  data  sets  of  the  highest  impurity  

(rows  and  columns  in  the  detection  p-­‐value  table  that  contain  the  largest  fraction  of  unreliable  

measurements;  p  <  0.05  2).  We  performed  a  cross-­‐platform  validation  of  genotyping  and  

methylation  data  using  the  reported  sex  and  the  sex-­‐predictions  based  on  the  arrays  data,  as  

well  as  matching  of  all  SNPs  represented  on  the  Illumina  450K  array  to  the  corresponding  

Affymetrix  SNP  6.0  or  imputation  derived  genotype  calls.  This  crosscheck  allowed  an  

unambiguous  assignment  of  each  methylation  dataset  to  the  corresponding  genetic  and  

phenotypic  dataset.  

 

Affymetrix  HTA  2.0  array  transcriptome  analysis.  Total  RNA  was  further  isolated  with  the  

PAXgene  Blood  miRNA  Kit  (PreAnalytix,  Switzerland).  Following,  a  second,  additional  

purification  was  performed  with  the  miRNeasy  Micro  Kit  (Qiagen,  Germany).  The  concentration  

and  quality  of  the  RNA  was  determined  using  Nanodrop  2000  (ThermoScientific,  USA)  and  RNA  

Nano  6000  Kit  on  Bioanalyzer  2100  instrument  (Agilent,  USA).  Next,  GLOBINclear™-­‐Human  Kit  

(Ambion,  USA)  was  used  for  a  non-­‐enzymatic  depletion  of  the  alpha  and  beta  globin  mRNA  

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starting  from  1  µg  of  total  RNA  preparations  derived  from  whole  blood,  following  a  standard  

procedure.  The  concentration  and  quality  of  the  “globin-­‐free”  RNA  was  assessed  as  described  

above.  Following,  the  alpha  and  beta  globin  mRNA  depletion  was  measured  by  qPCR.  In  brief:  for  

reverse  transcription,  350  ng  of  total  RNA  was  denaturized  for  8  min  at  70  °C  followed  by  ice  

incubation  in  the  presence  of  25  ng  Anchored  Oligo(dT)20  Primer  (Invitrogen,  USA)  and  75  ng  

Random  Decamers  Primers  (Ambion,  USA).  In  the  RT  reaction,  cDNA  was  generated  in  25  µl  

reaction  using  Super  RT  kit  (HT  Biotechnology,  Santa  Cruz,  CA  USA).  Upon  completion  of  the  

reaction,  the  volume  was  adjusted  to  200  µl  in  Lambda  DNA  solution  (5  ng/µl  final  

concentration;  Promega,  Fitchburg,  WI  USA).  The  primers  were  designed  against  splice  variants  

that  contain  alpha-­‐Globin  gene:  alpha-­‐Globin  Forward:  5’-­‐  GCACGCGCACAAGCT-­‐3’,  and  alpha-­‐

Globin  Reverse:  5’-­‐  GGGTCACCAGCAGGCA-­‐3’  (Microsynth,  Switzerland).  The  expression  levels  

were  normalized  to  RPLPO  gene  (human  large  ribosomal  protein)  using  the  following  primers:  

RPLP0-­‐Ex3-­‐4_FW,  5’-­‐CTCTGGAGAAACTGCTGC-­‐3’  and  RPLP0-­‐Ex3-­‐4_RV,  5’-­‐

CTGATCTCAGTGAGGTCC-­‐3’  (Sigma  Aldrich,  USA).  qPCR  was  performed  using  the  Power  SYBR  

Green  PCR  Master  Mix  (Life  Technologies,  USA)  according  to  standard  recommendations,  in  

12  µl  final  volume  of  reaction,  using  2  µl  of  cDNA  template,  on  RotorGene  6000A  instrument  

(Corbett  Research  Pty  Ltd,  Sydney  Australia).  Cycling  conditions  were  as  follows:  95  °C,  60  s  –  

40x  (95  °C,  3  s  –  56  °C,  10s  –  72°C,  4  s)  followed  by  a  melting  curve  analysis  (61  °C  to  95  °C,  

rising  by  0.7  °C  /  3s)  to  attest  amplification  specificity.  Threshold  cycles  (crossing  point)  were  

determined  using  Rotor-­‐Gene  software  version  6.1  (Corbett  Research,  Australia).  RPLPO  was  

selected  as  reference  gene  for  normalization  after  we  tested  several  candidate-­‐reference  genes,  

as  had  been  previously  described  7.  Expression  levels  were  normalized  using  a  geometric  mean  

level  of  expression  7.  Fold  differences  were  calculated  using  the  delta-­‐delta  Ct  method  8  with  the  

help  of  qBasePlus  software  (Biogazelle,  Ghent,  Belgium).  

Target  synthesis  was  performed  using  Ambion®  WT  Expression  Kit  (Ambion,  Life  

Technologies,  USA)  starting  from  250ng  of  high-­‐quality  “globin-­‐free”  RNA,  following  the  

standard  procedure.  Next,  5.16µg  of  target  cDNA  was  further  labeled  and  prepared  for  

hybridization  with  the  GeneChip®  WT  Terminal  Labeling  and  Hybridization  Kit  (Affymetrix,  

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USA).  The  prepared  samples  were  loaded  on  Affymetrix  GeneChip  Human  Transcriptome  Array  

2.0  (Cat#  902162)  and  hybridized  for  16  hours  (45  °C,  60  rpm)  in  Hybridization  oven  640  

(Affymetrix,  USA).  The  arrays  were  washed  and  stained  on  Fluidics  Stations  450  (Affymetrix)  by  

using  the  Hybridization  Wash  and  Stain  Kit  (Affymetrix,  USA)  under  FS450_0001  protocol.  The  

GeneChips  were  processed  with  an  Affymetrix  GeneChip  Scanner  3000  7G  (Affymetrix,  USA).  

DAT  images  and  CEL  files  of  the  microarrays  were  generated  using  Affymetrix  GeneChip  

Command  Control  software  (Affymetrix,  USA).  In  order  to  account  for  technical  inter-­‐array  

variation  we  performed  a  full  quantile-­‐normalization;  feature  quantification  was  conducted  

using  a  median-­‐polish  on  transcript-­‐level  according  to  the  HTA  2.0.  lib-­‐set-­‐version  0.3.  

(Affymetrix  Power  Tools  version:  1.16.0).  Cross-­‐platform  validation  of  genotyping  and  

expression  data  was  assessed  using  the  MixUpMaper  algorithm  9.  

 

   

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References  

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Real  Time-­‐  Methylation  Specific  PCR  (SMART-­‐MSP):  high-­‐throughput  and  probe-­‐free  

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2.   Assenov,  Y.  et  al.  Comprehensive  analysis  of  DNA  methylation  data  with  RnBeads.  Nat.  

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geometric  averaging  of  multiple  internal  control  genes.  Genome  Biol.  3,  RESEARCH0034  

(2002).  

8.   Pfaffl,  M.  W.  A  new  mathematical  model  for  relative  quantification  in  real-­‐time  RT-­‐PCR.  

Nucleic  Acids  Res.  29,  e45  (2001).  

9.   Westra,  H.-­‐J.  et  al.  MixupMapper:  correcting  sample  mix-­‐ups  in  genome-­‐wide  datasets  

increases  power  to  detect  small  genetic  effects.  Bioinformatics  27,  2104–2111  (2011).  

 

   

Page 8: static-content.springer.com10.1038/s41598-017...static-content.springer.com

  8  

Supplementary  Figures  

 

   

     Supplementary  Figure  S1.  Genetic  background.  Genetic  data  from  both  samples  (a,  discovery  

sample;  b,  replication  sample)  is  projected  on  the  two  first  PCA  components  inferred  from  

HapMap  reference  populations  (YRI,  CEU  and  CHB-­‐JPT  populations).  Only  subjects  with  

European  ancestry  (red  dots)  were  included  in  the  analyses.  

     

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  9  

 

Supplementary  Figure  S2.  CpG-­‐data  discovery  sample,  multidimensional  scaling  over  

samples.  Depicted  are  scatterplots  between  the  first  five  dimensions.  The  analysis  is  based  on  

40,000  randomly  chosen  CpGs  without  missing  values.  

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Page 10: static-content.springer.com10.1038/s41598-017...static-content.springer.com

  10  

 

Supplementary  Figure  S3.  CpG-­‐data  replication  sample,  multidimensional  scaling  over  

samples.  Depicted  are  scatterplots  between  the  first  five  dimensions.  The  analysis  is  based  on  

40,000  randomly  chosen  CpGs  without  missing  values.  

   

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● ●●

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V4●

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−80 −40 0 20 40

●●

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−60 −20 0 20 40

●●

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● ●

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● ●

●●

●●

●●

●●

●●

−40 0 20 60 100−40

020

60100

V5

Page 11: static-content.springer.com10.1038/s41598-017...static-content.springer.com

  11  

   

 Supplementary  Figure  S4.  Exhaustive  search  for  epistatic  effects,  sign-­‐test  for  the  

interaction  term.  Results  are  shown  for  the  N  =  4,816  interaction  analyses  that  survived  the  

initial  replication  based  on  a  per-­‐CpG  Bonferroni-­‐correction  (before  sign-­‐test  and  permutation).  

We  compared  the  average  CpG-­‐values  of  the  9  combined  genotype-­‐groups  between  the  

screening  and  replication  sample  with  Pearson’s  correlations.  The  red  dashed  line  corresponds  

to  r  =  0.85,  which  we  used  as  threshold  to  determine  interaction  effects  that  show  the  same  

direction  of  effect  in  both  samples.  

 

r

Frequency

−1.0 −0.5 0.0 0.5 1.0

0500

1000

1500

2000

2500

3000

Page 12: static-content.springer.com10.1038/s41598-017...static-content.springer.com

  12  

 

 

Supplementary  Figure  S5.  Distribution  of  r2-­‐values  between  independent  SNPs.  In  the  

discovery  sample  we  determined  a  sample-­‐specific  threshold  for  Linkage  Disequilibrium  (LD)  by  

estimating  for  10,000  randomly  drawn  SNPs  the  association  (r2)  with  10,000  random  SNPs  

located  on  a  different  chromosome.  Based  on  this  result  SNP-­‐pairs  showing  values  large  than  

r2  =  0.021  (p  <  0.001)  were  considered  as  showing  LD.  

 

   

0.00 0.02 0.04 0.06 0.08

0500

1000

1500

r2

Density

Page 13: static-content.springer.com10.1038/s41598-017...static-content.springer.com

  13  

Supplementary  Figures  S6.  Exhaustive  search  per-­‐CpG  models.  Shown  are  the  genomic  

locations  for  each  of  the  174  CpGs  and  all  SNPs  that  were  kept  in  the  final  per-­‐CpG  model.  The  

top  panel  depicts  information  from  the  knownGene  table  (hg19)  derived  from  UCSC  genome  

browser  (UCSC-­‐GB).  The  second  to  panel  (grey  horizontal  bar)  depicts  transcripts  from  the  

Affymetrix  HTA  2.0  array  that  were  significantly  associated  with  the  CpG  signal  in  the  discover  

sample.  The  next  three  panels  depict  information  for  CpG  Islands,  transcription  factor  binding  

sites  (TFBS)  and  DNase  I  hypersensitivity  sites  (DNase  I)  derived  from  UCSC-­‐GB.  The  next  panel  

(CpG  beta  discovery  sample)  shows  the  average  beta-­‐values  of  CpGs  and  the  5  %  -­‐  95  %  

percentile  in  orange.  The  genomic  location  of  each  CpG  is  depicted  with  vertical  grey  lines.  Data  

is  shown  for  the  discovery  sample.  The  next  panel  shows  the  CpG  (brown  dot)  and  all  SNPs  

(triangles  and  rhombi)  that  were  kept  in  the  final  per-­‐CpG-­‐model.  Interacting  SNPs  are  shown  as  

triangles  in  the  same  color.  Black  rhombi  describe  SNPs  with  a  significant  main  effect  in  the  full  

model.  The  next  two  panels  (R2  discovery  and  R2  replication  sample)  depict  the  main  effects  of  

each  SNP  on  the  CpG  signal,  independently  estimated.  The  red  dashed  line  shows  the  variance  

explained  by  the  per-­‐CpG-­‐model  including  main  effects  only,  whereas  the  blue  dashed  line  

depicts  the  variance  explained  by  the  full  model  (including  interaction  effects).    The  bottom  

panel  shows  the  LD  between  SNPs,  an  r2  <  0.021  is  shown  in  white.    

 

 

 

 

 

Page 14: static-content.springer.com10.1038/s41598-017...static-content.springer.com

2

0.01

1

0.021

0 1R2

cg05117823

Chr1:3046252−3057152R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

3047252 3049477 3051702 3053927 3056152

rs2817178

rs2235176●

cg05117823

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

PRDM16 uc001akc.3PRDM16 uc001ake.3PRDM16 uc001akf.3knownGene

(UCSC hg19)

2kb

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8

0.06

0.62

0.03

0.01

0.56

0.49

0.5

7

0.09

0.36

0.32

0.09

0.03

0.03

6

0.26

0.18

0.91

0.4

0.4

5

0.87

0.25

0.09

0.09

4

0.26

0.11

0.11

3

0.36

0.37

2

0.99

1

0.021

0 1R2

cg24879939

Chr1:3217923−3237041R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

3218329 3222757 3227185 3231613 3236041

rs2500283

rs10909924

rs12086132

rs12409315●

cg24879939

rs2483266

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

PRDM16 uc001akc.3PRDM16 uc001ake.3PRDM16 uc001akf.3knownGene

(UCSC hg19)

2kb

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6

0

0

0

0

0

5

0

0

0.01

0

4

0.99

0

0

3

0

0

2

0.01

1

0.021

0 1R2

cg24196422

Chr1:3713033−3717982 Chr13:76697340−76699340 Chr18:39038714−39040714 Chr21:27102614−27104614R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

rs7543006●

cg24196422

rs11149021

rs4318293

rs2829887

●CpG

Main effect

No effect

Interaction effect

TC01002136.hg.1 / ENST00000378251

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

LRRC47 uc001akx.1ATP5J uc002yls.3ATP5J uc002ylt.3

ATP5J uc002ylu.3 promotor

Exon

knownGene(UCSC hg19)

4kb

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11

0.08

0.8

0.11

0.8

0.42

0.1

0.13

0.01

0.33

0.11

10

0.06

0.02

0.07

0.09

0.01

0.19

0

0.03

0.02

9

0.09

0.99

0.57

0.13

0.04

0

0.26

0.09

8

0.09

0.15

0.02

0.08

0.01

0.04

0.79

7

0.57

0.13

0.05

0

0.27

0.09

6

0.11

0.27

0.01

0.45

0.17

5

0.03

0

0.05

0.02

4

0.01

0.24

0.1

3

0.02

0.11

2

0.07

1

0.021

0 1R2

cg20200200

Chr1:18791300−18810896R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

18792300 18796699 18801098 18805497 18809896

rs12144656

rs11261014

rs3007728

rs6665151

rs7528206●

cg20200200

rs2992753

rs2992751

rs2992745

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

KLHDC7A uc001bax.3KLHDC7A uc009vpg.3

promotor

Exon

knownGene(UCSC hg19)

2kb

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9

0.06

0.02

0.07

0.09

0.01

0.19

0

0.03

8

0.09

0.99

0.57

0.13

0.04

0

0.26

7

0.09

0.15

0.02

0.08

0.01

0.04

6

0.57

0.13

0.05

0

0.27

5

0.11

0.27

0.01

0.45

4

0.03

0

0.05

3

0.01

0.24

2

0.02

1

0.021

0 1R2

cg13507429

Chr1:18792636−18809711R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

18793636 18797405 18801174 18804943 18808711

rs11261014

rs3007728

rs6665151●

cg13507429

rs2992753

rs2992751

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

KLHDC7A uc001bax.3KLHDC7A uc009vpg.3

promotor

Exon

knownGene(UCSC hg19)

2kb

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12

0.12

0.99

0.08

0.03

0.8

0.93

0.93

0.08

0.05

0.36

0.81

11

0.12

0.02

0.29

0.16

0.13

0.13

0.02

0.01

0.31

0.14

10

0.08

0.03

0.81

0.94

0.94

0.08

0.05

0.35

0.82

9

0.01

0.09

0.08

0.08

0.96

0

0.12

0.07

8

0.05

0.03

0.03

0.01

0.01

0.09

0.04

7

0.84

0.85

0.09

0.05

0.38

0.91

6

0.99

0.09

0.01

0.31

0.77

5

0.09

0.01

0.31

0.77

4

0

0.11

0.08

3

0

0.01

2

0.42

1

0.021

0 1R2

cg20432732

Chr1:19404237−19452037R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

19405237 19416687 19428137 19439587 19451037

rs2146866

rs12164540

rs10916957●

cg20432732

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

UBR4 uc001bbi.3UBR4 uc001bbh.3

UBR4 uc001bbk.1knownGene(UCSC hg19)

5kb

Page 20: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg24502330

Chr1:20828560−20998340R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

20829560 20871505 20913450 20955395 20997340

rs2641114

rs639400●

cg24502330

rs577042

rs12072405

rs10157351

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

MUL1 uc001bdi.4FAM43B uc001bdj.3

CDA uc001bdk.3CDA uc001bdl.3CDA uc009vpv.3

PINK1 uc001bdm.3PINK1 uc001bdn.3

DDOST uc001bdo.1DDOST uc010odd.1DDOST uc010ode.1

KIF17 uc001bdr.4KIF17 uc001bds.4KIF17 uc009vpx.3

promotor

Exon

knownGene(UCSC hg19)

17kb

Page 21: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg11070193

Chr1:26503756−26667809R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

26504756 26545270 26585783 26626296 26666809

rs2783631

rs12732022

rs11247870●

cg11070193

rs12145403

rs10902741

●CpG

Main effect

No effect

Interaction effect

TC01000339.hg.1 / ENST00000451429TC01000341.hg.1 / ENST00000270792

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

CNKSR1 uc001blm.4CNKSR1 uc001bln.4CNKSR1 uc009vsd.3

CATSPER4 uc009vsf.3CATSPER4 uc010oey.1CATSPER4 uc010oez.2

BC030768 uc001blq.3CEP85 uc001bls.1CEP85 uc010ofa.1

CEP85 uc001blt.1SH3BGRL3 uc001blu.3

UBXN11 uc001bma.3UBXN11 uc001blw.3UBXN11 uc001blx.3

CD52 uc001bmc.3CD52 uc009vsg.1

AIM1L uc001bmd.4AIM1L uc001bmf.3

promotor

Exon

knownGene(UCSC hg19)

17kb

Page 22: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg20415053

Chr1:26500044−26693050R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

26501044 26548796 26596547 26644299 26692050

rs2783626

rs2783631

rs11247868

rs12732022

rs6660744

rs11247870●

cg20415053

rs17163749

rs10902741

rs4354529

●CpG

Main effect

No effect

Interaction effect

Interaction effect

TC01000341.hg.1 / ENST00000270792TC01000339.hg.1 / ENST00000451429

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

CNKSR1 uc001blm.4CNKSR1 uc001bln.4CNKSR1 uc009vsd.3

CATSPER4 uc009vsf.3CATSPER4 uc010oey.1CATSPER4 uc010oez.2

BC030768 uc001blq.3CEP85 uc001bls.1CEP85 uc010ofa.1

CEP85 uc001blt.1SH3BGRL3 uc001blu.3

UBXN11 uc001bma.3UBXN11 uc001blw.3UBXN11 uc001blx.3

CD52 uc001bmc.3CD52 uc009vsg.1

AIM1L uc001bmd.4AIM1L uc001bmf.3

ZNF683 uc001bmg.1ZNF683 uc001bmh.1

ZNF683 uc009vsj.1

promotor

Exon

knownGene(UCSC hg19)

20kb

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13

0.09

0.08

0.62

0.09

0.55

0.52

0.32

0.16

0.24

0.08

0.07

0.06

12

0.98

0.05

1

0.04

0.04

0.06

0.14

0.06

0.41

0.13

0.14

11

0.05

0.98

0.04

0.04

0.06

0.13

0.06

0.41

0.13

0.14

10

0.05

0.9

0.8

0.59

0.38

0.16

0.07

0.25

0.24

9

0.04

0.04

0.06

0.14

0.06

0.41

0.13

0.14

8

0.75

0.63

0.36

0.16

0.07

0.22

0.21

7

0.72

0.48

0.19

0.11

0.33

0.32

6

0.53

0.2

0.13

0.23

0.23

5

0.37

0.01

0.06

0.06

4

0.12

0.1

0.1

3

0.38

0.38

2

0.99

1

0.021

0 1R2

cg16585132

Chr1:38232399−38465943R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

38233399 38291285 38349171 38407057 38464943

rs482818

rs1050257

rs10890238●

cg16585132

●CpG

Main effect

No effect

Interaction effect

TC01002530.hg.1 / ENST00000485803TC01002529.hg.1 / ENST00000373019

TC01005411.hg.1 −1 0 1

r expression

Associatedtranscripts (HTA 2.0)

MANEAL uc001cbx.2MANEAL uc001cby.2MANEAL uc001cbz.2

YRDC uc001cca.1C1orf122 uc001ccd.2C1orf122 uc010oii.1

MTF1 uc001cce.1MTF1 uc009vvj.1

INPP5B uc001ccg.1INPP5B uc009vvk.1

INPP5B uc001cch.3SNORA63 uc021oln.1

SF3A3 uc001cci.3SF3A3 uc010oik.2

FHL3 uc001cck.3FHL3 uc001ccm.3

FHL3 uc009vvl.2

promotor

Exon

knownGene(UCSC hg19)

24kb

Page 24: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg06209491

Chr1:40103461−40194772R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

40104461 40126789 40149117 40171445 40193772

rs784623

rs784595●

cg06209491

rs12039225

rs11579412

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

HEYL uc001cdp.3NT5C1A uc001cdq.1

HPCAL4 uc001cdr.3HPCAL4 uc010oix.2 promotor

Exon

knownGene(UCSC hg19)

9kb

Page 25: static-content.springer.com10.1038/s41598-017...static-content.springer.com

17

0.99

0.17

0.17

0.99

0.06

0.99

0.99

0.04

0.01

0.02

0

0.69

0.48

0

0

0.54

16

0.17

0.17

1

0.06

1

1

0.03

0.01

0.02

0

0.7

0.49

0

0

0.54

15

1

0.17

0.34

0.17

0.17

0.27

0.18

0.19

0.06

0.13

0.02

0.06

0.08

0.03

14

0.17

0.34

0.17

0.17

0.27

0.18

0.19

0.06

0.13

0.02

0.06

0.08

0.03

13

0.06

1

1

0.03

0.01

0.02

0

0.69

0.49

0

0

0.54

12

0.06

0.06

0.71

0.45

0.45

0.16

0.03

0.01

0.14

0.17

0

11

1

0.04

0.01

0.02

0

0.69

0.49

0

0

0.54

10

0.03

0.01

0.02

0

0.69

0.48

0

0

0.54

9

0.68

0.69

0.29

0.04

0.01

0.27

0.3

0.01

8

0.96

0.33

0.03

0.03

0.39

0.34

0.02

7

0.33

0.03

0.02

0.4

0.35

0.02

6

0.07

0.05

0.93

0.93

0

5

0.42

0.07

0.06

0.77

4

0.06

0.06

0.46

3

0.89

0

2

0

1

0.021

0 1R2

cg09408571

Chr1:100942100−101047940R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

100943100 100969258 100995415 101021573 101047730

rs3767832

rs1063302

rs7529081●

cg09408571

rs2809818

rs17402665

●CpG

Main effect

No effect

Interaction effect

TC01000902.hg.1 / ENST00000336454

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

CDC14A uc001dtg.4CDC14A uc010oui.1

CDC14A uc009wee.3GPR88 uc001dth.3GPR88 uc021oqq.1

promotor

Exon

knownGene(UCSC hg19)

11kb

Page 26: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg06223162

Chr1:100942100−101171999R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

100943100 101000164 101057227 101114291 101171354

rs3767832

rs1063302

rs7529081

rs6702766●

cg06223162

rs2809818

rs17402665

rs11578560

●CpG

Main effect

No effect

Interaction effect

TC01000902.hg.1 / ENST00000336454

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

CDC14A uc001dtg.4CDC14A uc010oui.1

CDC14A uc009wee.3GPR88 uc001dth.3GPR88 uc021oqq.1

LOC100128787 uc021oqr.1promotor

Exon

knownGene(UCSC hg19)

23kb

Page 27: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg21263664

Chr1:146498296−146581837R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

146499296 146519752 146540207 146560663 146581118

rs2355388

rs12122453

rs12122534

rs11240099

rs575115

rs584107

rs692963●

cg21263664

rs6593732

rs17160790

●CpG

Main effect

No effect

Interaction effect

TC01005785.hg.1TC01003123.hg.1

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

LOC728989 uc001epd.3TRNA_His uc021ovi.1

TRNA_Pseudo uc021ovj.1NBPF13P uc031poj.1 promotor

Exon

knownGene(UCSC hg19)

9kb

Page 28: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg03526459

Chr1:146498296−146631916R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

146499296 146532201 146565106 146598011 146630916

rs2355388

rs12122534

rs11240099

rs575115

rs2031481

rs692963●

cg03526459

rs11239930

rs6593732

rs2304893

●CpG

Main effect

No effect

Interaction effect

TC01005785.hg.1TC01003123.hg.1

TC01003124.hg.1 / ENST00000254101 −1 0 1

r expression

Associatedtranscripts (HTA 2.0)

LOC728989 uc001epd.3TRNA_His uc021ovi.1TRNA_Pseudo uc021ovj.1

NBPF13P uc031poj.1PRKAB2 uc001epe.3PRKAB2 uc010ozm.2PRKAB2 uc010ozn.2

promotor

Exon

knownGene(UCSC hg19)

14kb

Page 29: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg00044796

Chr1:146503114−146553390R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

146504114 146516183 146528252 146540321 146552390

rs12122453

rs7514206

rs692963●

cg00044796

●CpG

Main effect

No effect

Interaction effect

TC01003123.hg.1TC01005785.hg.1

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

LOC728989 uc001epd.3TRNA_His uc021ovi.1

TRNA_Pseudo uc021ovj.1 promotor

Exon

knownGene(UCSC hg19)

5kb

Page 30: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg08721112

Chr1:146503114−146554807R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

146504114 146516538 146528961 146541384 146553807

rs12122453

rs6657631

rs575115

rs692963●

cg08721112

●CpG

Main effect

No effect

Interaction effect

TC01005785.hg.1TC01003123.hg.1

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

LOC728989 uc001epd.3TRNA_His uc021ovi.1

TRNA_Pseudo uc021ovj.1 promotor

Exon

knownGene(UCSC hg19)

5kb

Page 31: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg07796016

Chr1:152738226−152851938R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

152739226 152767154 152795082 152823010 152850938

rs10494277

rs950337

rs6694602

rs6701221

rs877656●

cg07796016

rs7411365

rs1930127

rs3737861

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

LCE1F uc010pdv.2LCE1E uc001fan.3

LCE1E uc021ozg.1LCE1D uc009wnp.3

LCE1D uc021ozh.1LCE1C uc001fap.1

LCE1C uc031ppd.1LCE1C uc021ozi.1

LCE1B uc001faq.3LCE1A uc010pdw.2

LCE6A uc001fas.4LCE6A uc021ozj.1

SMCP uc001fat.3

promotor

Exon

knownGene(UCSC hg19)

12kb

Page 32: static-content.springer.com10.1038/s41598-017...static-content.springer.com

9

0.93

0.93

0.94

0.02

0.93

0.06

0.06

0.69

8

1

1

0.02

1

0.07

0.07

0.76

7

1

0.02

1

0.07

0.07

0.76

6

0.02

1

0.07

0.07

0.76

5

0.03

0.38

0.38

0.03

4

0.07

0.07

0.76

3

0.98

0.08

2

0.08

1

0.021

0 1R2

cg00404053

Chr1:178312656−178453629R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

178313656 178348400 178383143 178417886 178452629●

cg00404053

rs3791025

rs10913560

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

RASAL2 uc001glq.3RASAL2 uc009wxb.2

RASAL2 uc001glr.3knownGene(UCSC hg19)

14kb

Page 33: static-content.springer.com10.1038/s41598-017...static-content.springer.com

16

0.01

0.22

0.26

0.22

0.22

0

0

0

0

0.12

0.23

0

0.16

0

0.16

15

0.05

0.03

0.04

0.05

0.01

0

0

0.53

0.01

0.05

0.21

0.03

0.12

0.03

14

0.72

0.66

1

0.08

0.08

0.07

0.1

0.14

0.58

0.05

0.33

0.06

0.34

13

0.91

0.72

0.07

0.08

0.08

0.07

0.11

0.43

0

0.5

0

0.5

12

0.66

0.06

0.09

0.09

0.07

0.09

0.39

0

0.54

0

0.54

11

0.08

0.07

0.07

0.1

0.14

0.58

0.05

0.34

0.06

0.34

10

0

0

0.01

0.01

0.04

0.28

0.05

0.31

0.05

9

0.95

0.01

0.02

0.06

0.27

0.02

0.26

0.02

8

0.01

0.01

0.05

0.25

0.02

0.24

0.02

7

0.03

0.09

0.07

0.05

0.05

0.05

6

0.28

0.05

0.05

0.05

0.05

5

0.18

0.23

0.16

0.23

4

0.14

0.88

0.14

3

0.13

1

2

0.13

1

0.021

0 1R2

cg14159672

Chr1:205753688−205820179R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

205754688 205770811 205786934 205803057 205819179

rs10494874

rs823154

rs823091●

cg14159672

●CpG

Main effect

No effect

Interaction effect

TC01003755.hg.1 / ENST00000367136TC01004974.hg.1

TC01003754.hg.1 / ENST00000367137 −1 0 1

r expression

Associatedtranscripts (HTA 2.0)

SLC41A1 uc001hdg.1SLC41A1 uc001hdh.1

AX748016 uc001hdi.1PM20D1 uc001hdj.3PM20D1 uc009xbr.3

promotor

Exon

knownGene(UCSC hg19)

7kb

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16

0.01

0.22

0.26

0.22

0.22

0

0

0

0

0.12

0.23

0

0.16

0

0.16

15

0.05

0.03

0.04

0.05

0.01

0

0

0.53

0.01

0.05

0.21

0.03

0.12

0.03

14

0.72

0.66

1

0.08

0.08

0.07

0.1

0.14

0.58

0.05

0.33

0.06

0.34

13

0.91

0.72

0.07

0.08

0.08

0.07

0.11

0.43

0

0.5

0

0.5

12

0.66

0.06

0.09

0.09

0.07

0.09

0.39

0

0.54

0

0.54

11

0.08

0.07

0.07

0.1

0.14

0.58

0.05

0.34

0.06

0.34

10

0

0

0.01

0.01

0.04

0.28

0.05

0.31

0.05

9

0.95

0.01

0.02

0.06

0.27

0.02

0.26

0.02

8

0.01

0.01

0.05

0.25

0.02

0.24

0.02

7

0.03

0.09

0.07

0.05

0.05

0.05

6

0.28

0.05

0.05

0.05

0.05

5

0.18

0.23

0.16

0.23

4

0.14

0.88

0.14

3

0.13

1

2

0.13

1

0.021

0 1R2

cg14893161

Chr1:205753688−205820251R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

205754688 205770829 205786970 205803111 205819251

rs10494874

rs823154

rs823088●

cg14893161

●CpG

Main effect

No effect

Interaction effect

TC01003755.hg.1 / ENST00000367136TC01004974.hg.1

TC01003754.hg.1 / ENST00000367137 −1 0 1

r expression

Associatedtranscripts (HTA 2.0)

SLC41A1 uc001hdg.1SLC41A1 uc001hdh.1

AX748016 uc001hdi.1PM20D1 uc001hdj.3PM20D1 uc009xbr.3

promotor

Exon

knownGene(UCSC hg19)

7kb

Page 35: static-content.springer.com10.1038/s41598-017...static-content.springer.com

16

0.01

0.22

0.26

0.22

0.22

0

0

0

0

0.12

0.23

0

0.16

0

0.16

15

0.05

0.03

0.04

0.05

0.01

0

0

0.53

0.01

0.05

0.21

0.03

0.12

0.03

14

0.72

0.66

1

0.08

0.08

0.07

0.1

0.14

0.58

0.05

0.33

0.06

0.34

13

0.91

0.72

0.07

0.08

0.08

0.07

0.11

0.43

0

0.5

0

0.5

12

0.66

0.06

0.09

0.09

0.07

0.09

0.39

0

0.54

0

0.54

11

0.08

0.07

0.07

0.1

0.14

0.58

0.05

0.34

0.06

0.34

10

0

0

0.01

0.01

0.04

0.28

0.05

0.31

0.05

9

0.95

0.01

0.02

0.06

0.27

0.02

0.26

0.02

8

0.01

0.01

0.05

0.25

0.02

0.24

0.02

7

0.03

0.09

0.07

0.05

0.05

0.05

6

0.28

0.05

0.05

0.05

0.05

5

0.18

0.23

0.16

0.23

4

0.14

0.88

0.14

3

0.13

1

2

0.13

1

0.021

0 1R2

cg24503407

Chr1:205753688−205820492R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

205754688 205770889 205787090 205803291 205819492

rs10494874

rs823154

rs823088●

cg24503407

●CpG

Main effect

No effect

Interaction effect

TC01003755.hg.1 / ENST00000367136TC01004974.hg.1

TC01003754.hg.1 / ENST00000367137 −1 0 1

r expression

Associatedtranscripts (HTA 2.0)

SLC41A1 uc001hdg.1SLC41A1 uc001hdh.1

AX748016 uc001hdi.1PM20D1 uc001hdj.3PM20D1 uc009xbr.3

promotor

Exon

knownGene(UCSC hg19)

7kb

Page 36: static-content.springer.com10.1038/s41598-017...static-content.springer.com

16

0.01

0.22

0.26

0.22

0.22

0

0

0

0

0.12

0.23

0

0.16

0

0.16

15

0.05

0.03

0.04

0.05

0.01

0

0

0.53

0.01

0.05

0.21

0.03

0.12

0.03

14

0.72

0.66

1

0.08

0.08

0.07

0.1

0.14

0.58

0.05

0.33

0.06

0.34

13

0.91

0.72

0.07

0.08

0.08

0.07

0.11

0.43

0

0.5

0

0.5

12

0.66

0.06

0.09

0.09

0.07

0.09

0.39

0

0.54

0

0.54

11

0.08

0.07

0.07

0.1

0.14

0.58

0.05

0.34

0.06

0.34

10

0

0

0.01

0.01

0.04

0.28

0.05

0.31

0.05

9

0.95

0.01

0.02

0.06

0.27

0.02

0.26

0.02

8

0.01

0.01

0.05

0.25

0.02

0.24

0.02

7

0.03

0.09

0.07

0.05

0.05

0.05

6

0.28

0.05

0.05

0.05

0.05

5

0.18

0.23

0.16

0.23

4

0.14

0.88

0.14

3

0.13

1

2

0.13

1

0.021

0 1R2

cg07157834

Chr1:205753688−205820609R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

205754688 205770919 205787149 205803379 205819609

rs10494874

rs823154

rs823088●

cg07157834

●CpG

Main effect

No effect

Interaction effect

TC01003755.hg.1 / ENST00000367136TC01004974.hg.1

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

SLC41A1 uc001hdg.1SLC41A1 uc001hdh.1

AX748016 uc001hdi.1PM20D1 uc001hdj.3PM20D1 uc009xbr.3

promotor

Exon

knownGene(UCSC hg19)

7kb

Page 37: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg22029157

Chr1:209954848−210028026R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

209955848 209973643 209991437 210009232 210027026

rs651141

rs6685182

rs2236909●

cg22029157

rs642961

rs686582

rs684083

rs6689839

●CpG

Main effect

No effect

Interaction effect

Interaction effect

TC01003787.hg.1 / ENST00000367021TC01001752.hg.1 / ENST00000491415

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

TRAF3IP3 uc001hhn.3TRAF3IP3 uc001hho.3TRAF3IP3 uc009xcr.3

C1orf74 uc001hhp.1C1orf74 uc021pio.1

IRF6 uc001hhq.2IRF6 uc010psm.2

DIEXF uc001hhr.2DIEXF uc009xcu.2

promotor

Exon

knownGene(UCSC hg19)

8kb

Page 38: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg21951975

Chr1:209954848−210025097R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

209955848 209972911 209989973 210007035 210024097

rs651141

rs6685182

rs2013196●

cg21951975

rs11582607

rs684083

rs11119354

●CpG

Main effect

No effect

Interaction effect

TC01003787.hg.1 / ENST00000367021TC01001752.hg.1 / ENST00000491415

TC01001751.hg.1 / ENST00000010338 −1 0 1

r expression

Associatedtranscripts (HTA 2.0)

TRAF3IP3 uc001hhn.3TRAF3IP3 uc001hho.3TRAF3IP3 uc009xcr.3

C1orf74 uc001hhp.1C1orf74 uc021pio.1

IRF6 uc001hhq.2IRF6 uc010psm.2

DIEXF uc001hhr.2DIEXF uc009xcu.2

promotor

Exon

knownGene(UCSC hg19)

7kb

Page 39: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg04117972

Chr1:227584983−227637367R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

227585983 227598761 227611538 227624315 227637092

rs6670351

rs6670816●

cg04117972

rs2814091

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

BC039356 uc001hqv.3

promotor

Exon

knownGene(UCSC hg19)

6kb

Page 40: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg18126320

Chr1:230895051−230960298R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

230896051 230911958 230927864 230943771 230959677●

cg18126320

rs12059573

rs12027189

rs872504

rs16852607

rs4520425

rs4847021

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

CAPN9 uc001htz.1CAPN9 uc001hua.1CAPN9 uc009xfg.1 promotor

Exon

knownGene(UCSC hg19)

7kb

Page 41: static-content.springer.com10.1038/s41598-017...static-content.springer.com

8

0.23

0.2

0.09

0.43

0.46

0.2

0.2

7

0.1

0.33

0.48

0.54

0.1

0.1

6

0.55

0.45

0.41

1

1

5

0.22

0.2

0.55

0.55

4

0.92

0.45

0.45

3

0.41

0.41

2

1

1

0.021

0 1R2

cg04798314

Chr1:246664082−246678397R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

246664131 246667448 246670764 246674081 246677397

rs4654272●

cg04798314

rs10218644

rs10754521

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

SMYD3 uc001ibl.3

promotor

Exon

knownGene(UCSC hg19)

2kb

Page 42: static-content.springer.com10.1038/s41598-017...static-content.springer.com

13

0.02

0.59

0.59

0.09

0.13

0.18

0

0

0.02

0.01

0.08

0.09

12

0.28

0.27

0.11

0.05

0.05

0

0

0.01

0.07

0.01

0.04

11

1

0.02

0

0.32

0.06

0.07

0.02

0.02

0.06

0.12

10

0.03

0

0.31

0.06

0.07

0.02

0.02

0.06

0.12

9

0.05

0.03

0.06

0.06

0.01

0.09

0

0.02

8

0.03

0.2

0.2

0

0.01

0.02

0

7

0.18

0.18

0.02

0.1

0.02

0.21

6

1

0.08

0.12

0.01

0.01

5

0.08

0.12

0.01

0.01

4

0.04

0.06

0.01

3

0.02

0.16

2

0.14

1

0.021

0 1R2

cg27573991

Chr1:247701886−247764857R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

247702886 247718129 247733372 247748615 247763857

rs10925076●

cg27573991

rs3844081

rs12143785

rs12737801

rs4925689

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

GCSAML uc001ida.4GCSAML uc001idb.4GCSAML uc009xgw.3OR2G2 uc010pyy.2 promotor

Exon

knownGene(UCSC hg19)

7kb

Page 43: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg19432688

Chr2:1753932−1774830 Chr18:41775580−42300049R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

rs1364648

rs10469992●

cg19432688

rs12475777

rs625028

rs3018325

rs4084232

●CpG

Main effect

No effect

Interaction effect

Interaction effect

Interaction effect

Associatedtranscripts (HTA 2.0)

BC051727 uc002lax.3SETBP1 uc002lay.3SETBP1 uc010dni.3 promotor

Exon

knownGene(UCSC hg19)

56kb

Page 44: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg04846451

Chr2:55339812−55453363R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

55340812 55368700 55396588 55424476 55452363

rs1009555

rs4672024

rs2118284●

cg04846451

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

CLHC1 uc002ryh.2CLHC1 uc002ryi.2CLHC1 uc002ryj.2 promotor

Exon

knownGene(UCSC hg19)

12kb

Page 45: static-content.springer.com10.1038/s41598-017...static-content.springer.com

4

0.24

0.31

0.83

3

0.09

0.21

2

0.27

1

0.021

0 1R2

cg23649088

Chr2:200751207−200779866R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

200752207 200758872 200765537 200772202 200778866

rs1509837●

cg23649088

rs166849

●CpG

Main effect

No effect

Interaction effect

TC02005006.hg.1 / ENST00000319974

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

C2orf69 uc010zhb.2

promotor

Exon

knownGene(UCSC hg19)

3kb

Page 46: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg03475776

Chr2:240074590−240284334R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

240075590 240127526 240179462 240231398 240283334

rs3791501

rs3791542

rs3791549

rs753302●

cg03475776

rs11693556

rs548717

rs9636379

rs10177607

rs7590833

●CpG

Main effect

No effect

Interaction effect

Interaction effect

Associatedtranscripts (HTA 2.0)

HDAC4 uc002vyk.4HDAC4 uc010fyy.3

HDAC4 uc010fza.2MGC16025 uc010zob.1

MIR4269 uc021vza.1MIR2467 uc021vzb.1

knownGene(UCSC hg19)

21kb

Page 47: static-content.springer.com10.1038/s41598-017...static-content.springer.com

200.08

0.660.15

0.080.08

0.330.07

0.150

0.010.01

0.090.05

0.20.1

0.050.15

0.040.28

190.05

0.010.01

0.010.06

0.010.01

0.120.14

0.140.1

00

0.180

0.040.15

0.01

180.04

0.050.05

0.540.04

0.030.1

0.080.09

0.120.04

0.120.06

0.040.08

0.070.23

170.73

0.720.04

0.70.98

0.270.1

0.10

0.010.05

0.010.01

0.040.01

0.01

160.97

0.050.97

0.750.18

0.060.06

00.01

0.070.02

0.020.06

00.04

150.05

10.74

0.180.06

0.060

0.010.08

0.020.02

0.070.01

0.04

140.05

0.050.16

0.130.14

00.15

0.280.09

0.080.19

0.10.45

130.72

0.170.06

0.060

0.010.07

0.020.03

0.060

0.05

120.27

0.10.1

00.01

0.050.01

0.010.04

0.010.01

110.87

0.870.37

0.030.18

0.530.03

0.130.58

0.05

100.99

0.30.03

0.170.63

0.030.12

0.460.04

90.31

0.030.16

0.640.03

0.120.47

0.04

80.23

0.230.45

0.010.14

0.480.03

70.04

0.020

0.020.02

0.07

60.1

0.240.71

0.120.3

50.02

0.090.7

0.13

40.12

0.020.07

30.14

0.46

20.17

1

0.021

0 1R2

cg01842719

Chr2:241657550−241659550 Chr4:190185162−190311382R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

cg01842719

rs11132630

rs10001524

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

KIF1A uc010fzk.3KIF1A uc031rsb.1KIF1A uc002vzx.3 promotor

Exon

knownGene(UCSC hg19)

14kb

Page 48: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg27104695

Chr3:15344841−15521639R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

15345841 15389550 15433259 15476968 15520677●

cg27104695

rs9837421

rs2729682

rs2290538

●CpG

Main effect

No effect

Interaction effect

TC03001207.hg.1 / ENST00000253688

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

SH3BP5 uc003bzp.2SH3BP5 uc003bzq.2

SH3BP5 uc003bzr.2METTL6 uc003bzs.1METTL6 uc011avp.1

METTL6 uc003bzt.1EAF1 uc003bzu.3EAF1 uc011avq.2

COLQ uc003bzx.3COLQ uc010heo.3COLQ uc003cad.1

promotor

Exon

knownGene(UCSC hg19)

18kb

Page 49: static-content.springer.com10.1038/s41598-017...static-content.springer.com

6

1

0.21

0.15

0.17

0.5

5

0.21

0.15

0.17

0.5

4

0.43

0.01

0

3

0.11

0.05

2

0.33

1

0.021

0 1R2

cg14143723

Chr3:27636962−27652544R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

27637962 27641578 27645194 27648810 27652426

rs2724506●

cg14143723

rs2643823

rs12715123

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

knownGene(UCSC hg19)

2kb

Page 50: static-content.springer.com10.1038/s41598-017...static-content.springer.com

9

0.03

0.77

0.07

0.37

0.59

0.35

0.52

0.02

8

0.04

0.01

0.02

0.01

0.01

0.02

0.06

7

0.03

0.47

0.78

0.45

0.44

0.01

6

0.04

0.03

0.04

0.01

0

5

0.58

0.97

0.76

0.08

4

0.56

0.43

0.06

3

0.77

0.08

2

0.11

1

0.021

0 1R2

cg02071172

Chr3:64423973−64439795R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

64424104 64427777 64431450 64435123 64438795

rs2371526

rs930529●

cg02071172

rs6809391

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

knownGene(UCSC hg19)

2kb

Page 51: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg03329597

Chr3:108080217−108161339R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

108081217 108100998 108120778 108140559 108160339

rs3792332

rs4855651

rs13090812

rs17537587●

cg03329597

rs3957543

rs7652606

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

HHLA2 uc003dwy.4HHLA2 uc010hpu.3HHLA2 uc011bhl.2

MYH15 uc003dxa.1 promotor

Exon

knownGene(UCSC hg19)

8kb

Page 52: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg17408686

Chr3:126421575−126684166R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

126422575 126487807 126553038 126618269 126683500●

cg17408686

rs16837708

rs6797300

rs4679315

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

CHCHD6 uc003ejf.2CHCHD6 uc010hsj.2

knownGene(UCSC hg19)

27kb

Page 53: static-content.springer.com10.1038/s41598-017...static-content.springer.com

12

0.14

0.12

0.16

0.16

0.03

0.03

0.01

0.06

0.06

0.06

0.03

11

0.98

0.79

0.79

0.11

0.11

0.13

0.06

0.06

0.06

0.07

10

0.77

0.76

0.1

0.11

0.12

0.06

0.06

0.06

0.06

9

1

0.09

0.08

0.08

0.01

0.01

0.01

0.04

8

0.09

0.08

0.08

0.01

0.01

0.01

0.04

7

0.83

0.09

0.16

0.17

0.17

0.73

6

0.08

0.24

0.24

0.25

0.88

5

0.16

0.16

0.15

0.08

4

1

0.99

0.18

3

1

0.19

2

0.19

1

0.021

0 1R2

cg12315391

Chr3:157720994−157859930R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

157721994 157756228 157790462 157824696 157858930

rs4317052

rs12631529

rs7642028

rs6810376●

cg12315391

rs7630176

rs4680416

●CpG

Main effect

No effect

Interaction effect

TC03000864.hg.1 / ENST00000295930

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

SHOX2 uc003fbr.3SHOX2 uc003fbs.3

SHOX2 uc010hvw.3RSRC1 uc003fbt.4RSRC1 uc003fbu.2RSRC1 uc003fbv.4

promotor

Exon

knownGene(UCSC hg19)

14kb

Page 54: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg08697665

Chr3:158346565−158481699R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

158347565 158380849 158414132 158447416 158480699

rs6768636●

cg08697665

rs7617706

●CpG

Main effect

No effect

Interaction effect

TC03001948.hg.1 / ENST00000264265TC03000866.hg.1 / ENST00000264263

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

GFM1 uc003fcd.3GFM1 uc003fce.3GFM1 uc003fcg.3

LXN uc003fch.3LXN uc011bov.1

RARRES1 uc003fci.3RARRES1 uc003fcj.3

AY070437 uc003fck.4

promotor

Exon

knownGene(UCSC hg19)

14kb

Page 55: static-content.springer.com10.1038/s41598-017...static-content.springer.com

14

0.95

0.42

0.94

0.93

0.17

0.69

0.18

0.06

0.72

0.1

0.2

0.01

0.07

13

0.41

0.99

0.98

0.16

0.73

0.17

0.06

0.76

0.12

0.2

0.03

0.07

12

0.4

0.4

0.03

0.39

0.01

0.15

0.4

0.04

0.54

0.08

0.24

11

0.98

0.16

0.73

0.16

0.06

0.76

0.12

0.2

0.03

0.07

10

0.16

0.73

0.16

0.05

0.76

0.11

0.21

0.02

0.07

9

0.09

0.88

0.29

0.09

0.77

0.33

0.2

0.4

8

0.16

0.06

0.96

0.16

0.23

0.06

0.06

7

0.32

0.16

0.83

0.27

0.22

0.42

6

0.06

0.28

0.08

0.81

0.04

5

0.16

0.24

0.06

0.06

4

0.35

0.34

0.43

3

0.11

0.16

2

0.05

1

0.021

0 1R2

cg16975599

Chr3:158932754−158981014R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

158933754 158945364 158956974 158968584 158980193

rs6791853

rs1868414●

cg16975599

rs2621308

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

IQCJ uc003fco.3IQCJ uc003fcp.2IQCJ uc010hvy.2IQCJ−SCHIP1 uc003fcq.2IQCJ−SCHIP1 uc003fcr.2

knownGene(UCSC hg19)

5kb

Page 56: static-content.springer.com10.1038/s41598-017...static-content.springer.com

14

0.31

0.28

0.11

0.1

0.28

0.52

0.1

0.28

0.28

0.11

0.11

0.11

0.23

13

0.93

0.07

0.09

0.91

0.49

0.07

0.91

0.91

0.07

0.07

0.04

0.2

12

0.07

0.08

0.99

0.54

0.07

0.98

0.98

0.08

0.07

0.04

0.19

11

0.02

0.07

0.19

0.89

0.07

0.07

1

0.98

0.01

0.4

10

0.08

0.14

0.02

0.08

0.08

0.02

0.02

0.01

0.42

9

0.55

0.07

0.99

0.99

0.07

0.07

0.04

0.2

8

0.17

0.55

0.55

0.19

0.19

0.07

0

7

0.07

0.07

0.89

0.91

0.01

0.37

6

1

0.07

0.07

0.04

0.19

5

0.07

0.07

0.04

0.19

4

0.98

0.01

0.41

3

0.01

0.4

2

0.02

1

0.021

0 1R2

cg06085579

Chr3:171503273−171522613R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

171504273 171508608 171512943 171517278 171521613

rs4894509

rs1574455●

cg06085579

rs13075194

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

PLD1 uc003fhs.3PLD1 uc003fht.3

knownGene(UCSC hg19)

2kb

Page 57: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg07777347

Chr3:194360833−194531441R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

194361833 194403985 194446137 194488289 194530441●

cg07777347

rs1773206

rs1471332

rs4558689

●CpG

Main effect

No effect

Interaction effect

TC03002740.hg.1TC03001077.hg.1 / ENST00000329759

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

LSG1 uc003fui.3FAM43A uc003fuj.3

LOC100507391 uc021xjd.1 promotor

Exon

knownGene(UCSC hg19)

17kb

Page 58: static-content.springer.com10.1038/s41598-017...static-content.springer.com

9

0.15

0.14

0.24

0.17

0

0.71

0.27

0.04

8

0.95

0.13

0.59

0.28

0.12

0.07

0.21

7

0.13

0.59

0.27

0.12

0.06

0.24

6

0.19

0.5

0.27

0.04

0.07

5

0.4

0.22

0.1

0.2

4

0

0.2

0.13

3

0.24

0.08

2

0.08

1

0.021

0 1R2

cg08644045

Chr4:3472602−3537176R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

3473246 3488979 3504711 3520444 3536176

rs13128489●

cg08644045

rs3468

rs3182

rs867246

rs7672287

rs2073503

●CpG

Main effect

No effect

Interaction effect

TC04000983.hg.1 / ENST00000296325TC04002425.hg.1

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

DOK7 uc003ghd.3DOK7 uc003ghe.3

DOK7 uc003ghg.1LRPAP1 uc003ghh.4 promotor

Exon

knownGene(UCSC hg19)

7kb

Page 59: static-content.springer.com10.1038/s41598-017...static-content.springer.com

10

0

0.2

0.13

0.19

0.2

0.01

0.14

0.12

0.07

9

0.24

0.08

0.25

0.24

0.2

0.15

0.06

0.1

8

0.08

0.99

1

0.1

0.56

0.05

0.04

7

0.08

0.08

0.07

0.05

0.06

0.02

6

0.99

0.1

0.55

0.04

0.04

5

0.1

0.56

0.04

0.04

4

0.22

0.48

0.56

3

0.05

0.11

2

0.29

1

0.021

0 1R2

cg00356499

Chr4:3453454−3517065R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

3454304 3469745 3485185 3500625 3516065

rs4690099

rs2344206

rs3468

rs3182●

cg00356499

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

DOK7 uc003ghd.3DOK7 uc003ghe.3

DOK7 uc003ghg.1LRPAP1 uc003ghh.4 promotor

Exon

knownGene(UCSC hg19)

7kb

Page 60: static-content.springer.com10.1038/s41598-017...static-content.springer.com

16

0

0.05

0.05

0.02

0.05

0.02

0

0

0

0

0

0

0

0

0

15

0.15

0.14

0.24

0.17

0

0.71

0.27

0.04

0.27

0.27

0.21

0.17

0.05

0.15

14

0.95

0.13

0.59

0.28

0.12

0.07

0.21

0.07

0.07

0.04

0.05

0

0.01

13

0.13

0.59

0.27

0.12

0.06

0.24

0.06

0.06

0.03

0.05

0

0.02

12

0.19

0.5

0.27

0.04

0.07

0.04

0.04

0.08

0.01

0.04

0.17

11

0.4

0.22

0.1

0.2

0.1

0.1

0.06

0.07

0

0

10

0

0.2

0.13

0.19

0.2

0.01

0.14

0.12

0.07

9

0.24

0.08

0.25

0.24

0.2

0.15

0.06

0.1

8

0.08

0.99

1

0.1

0.56

0.05

0.04

7

0.08

0.08

0.07

0.05

0.06

0.02

6

0.99

0.1

0.55

0.04

0.04

5

0.1

0.56

0.04

0.04

4

0.22

0.48

0.56

3

0.05

0.11

2

0.29

1

0.021

0 1R2

cg26401028

Chr4:3453454−3561987R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

3454304 3480975 3507646 3534317 3560987

rs4690099

rs13128489

rs3468

rs3182●

cg26401028

rs4037688

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

DOK7 uc003ghd.3DOK7 uc003ghe.3

DOK7 uc003ghg.1LRPAP1 uc003ghh.4 promotor

Exon

knownGene(UCSC hg19)

11kb

Page 61: static-content.springer.com10.1038/s41598-017...static-content.springer.com

16

0

0.05

0.05

0.02

0.05

0.02

0

0

0

0

0

0

0

0

0

15

0.15

0.14

0.24

0.17

0

0.71

0.27

0.04

0.27

0.27

0.21

0.17

0.05

0.15

14

0.95

0.13

0.59

0.28

0.12

0.07

0.21

0.07

0.07

0.04

0.05

0

0.01

13

0.13

0.59

0.27

0.12

0.06

0.24

0.06

0.06

0.03

0.05

0

0.02

12

0.19

0.5

0.27

0.04

0.07

0.04

0.04

0.08

0.01

0.04

0.17

11

0.4

0.22

0.1

0.2

0.1

0.1

0.06

0.07

0

0

10

0

0.2

0.13

0.19

0.2

0.01

0.14

0.12

0.07

9

0.24

0.08

0.25

0.24

0.2

0.15

0.06

0.1

8

0.08

0.99

1

0.1

0.56

0.05

0.04

7

0.08

0.08

0.07

0.05

0.06

0.02

6

0.99

0.1

0.55

0.04

0.04

5

0.1

0.56

0.04

0.04

4

0.22

0.48

0.56

3

0.05

0.11

2

0.29

1

0.021

0 1R2

cg04857395

Chr4:3453736−3561987R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

3454304 3480975 3507646 3534317 3560987

rs1203110

rs2344206

rs3468

rs3182●

cg04857395

rs4037688

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

DOK7 uc003ghd.3DOK7 uc003ghe.3

DOK7 uc003ghg.1LRPAP1 uc003ghh.4 promotor

Exon

knownGene(UCSC hg19)

11kb

Page 62: static-content.springer.com10.1038/s41598-017...static-content.springer.com

180.03

0.050.48

0.430.03

0.990.01

0.090.49

0.480.5

0.680.35

0.970.16

0.030.07

170

0.070.01

0.010.03

0.450.13

0.070.07

00.11

0.030.02

0.010.01

0.03

160.08

0.020

0.050.01

0.030.07

0.080.05

0.060.03

0.050.01

00

150.23

0.120.47

0.050.56

0.980.97

0.830.67

0.30.49

0.090.04

0.01

140.01

0.440

0.410.23

0.230.27

0.310.76

0.420.01

0.020.01

130.03

00.21

0.130.13

0.150.05

0.020.03

00.51

0.02

120.01

0.090.48

0.480.51

0.680.35

0.970.15

0.030.07

110.08

0.050.05

0.010.07

0.130.01

00

0.01

100.57

0.570.47

0.260.46

0.090.02

0.070.05

90.99

0.850.68

0.310.5

0.090.04

0.01

80.85

0.670.3

0.490.09

0.040.01

70.53

0.170.53

0.10.04

0.01

60.43

0.70.11

0.060.02

50.35

0.010.03

0.01

40.18

0.030.08

30

0.19

20.01

1

0.021

0 1R2

cg24826020

Chr4:38008782−38071998R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

38009782 38025086 38040390 38055694 38070998

rs10517464

rs6833071

rs2052693●

cg24826020

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

TBC1D1 uc003gtb.3TBC1D1 uc011byd.2TBC1D1 uc010ifd.3knownGene

(UCSC hg19)

7kb

Page 63: static-content.springer.com10.1038/s41598-017...static-content.springer.com

200.03

0.170.23

0.020.18

0.040.02

0.090.17

0.170.18

00.02

0.050.05

0.030.06

0.140.03

190.01

0.020.03

0.010.09

0.030.01

0.020.02

0.010.01

0.480

0.270.07

00.01

0.06

180.11

0.180.09

0.110.18

0.810.01

0.010.09

0.060

00.02

0.040.01

0.020.04

170.49

0.890.24

0.50.05

0.080.08

0.880.04

0.010.09

00.08

00.11

0.08

160.45

0.511

0.220.12

0.120.44

0.140.02

0.090

0.170

0.160.17

150.23

0.460.11

0.060.06

0.990.04

0.010.08

00.1

00.11

0.1

140.52

0.120.09

0.090.23

0.320.04

0.150

0.270.01

0.310.28

130.22

0.130.12

0.450.14

0.020.1

00.17

00.17

0.18

120.02

0.020.11

0.060

00.01

0.020.02

0.020.03

111

0.060.03

00.02

0.020.08

0.010.05

0.08

100.06

0.030

0.020.02

0.080.01

0.050.08

90.04

0.010.08

00.1

00.11

0.1

80.01

0.260

0.090.01

0.120.09

70

0.220.06

00.01

0.04

60.03

0.280.02

0.550.28

50.28

0.540.02

0.26

40.17

0.540.98

30.01

0.15

20.55

1

0.021

0 1R2

cg03423497

Chr4:39427295−39492521R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

39428176 39444013 39459849 39475685 39491521

rs17431867●

cg03423497

rs2687970

rs10517522

rs2125314

rs2687965

●CpG

Main effect

No effect

Interaction effect

TC04000230.hg.1 / ENST00000261434

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

KLB uc003gua.3KLB uc011byj.2

RPL9 uc003guc.3RPL9 uc011byk.2

RPL9 uc011byl.1LIAS uc003guf.3

LIAS uc003gug.3LIAS uc003gue.4

LOC401127 uc011byn.2

promotor

Exon

knownGene(UCSC hg19)

7kb

Page 64: static-content.springer.com10.1038/s41598-017...static-content.springer.com

200.03

0.170.23

0.020.18

0.040.02

0.090.17

0.170.18

00.02

0.050.05

0.030.06

0.140.03

190.01

0.020.03

0.010.09

0.030.01

0.020.02

0.010.01

0.480

0.270.07

00.01

0.06

180.11

0.180.09

0.110.18

0.810.01

0.010.09

0.060

00.02

0.040.01

0.020.04

170.49

0.890.24

0.50.05

0.080.08

0.880.04

0.010.09

00.08

00.11

0.08

160.45

0.511

0.220.12

0.120.44

0.140.02

0.090

0.170

0.160.17

150.23

0.460.11

0.060.06

0.990.04

0.010.08

00.1

00.11

0.1

140.52

0.120.09

0.090.23

0.320.04

0.150

0.270.01

0.310.28

130.22

0.130.12

0.450.14

0.020.1

00.17

00.17

0.18

120.02

0.020.11

0.060

00.01

0.020.02

0.020.03

111

0.060.03

00.02

0.020.08

0.010.05

0.08

100.06

0.030

0.020.02

0.080.01

0.050.08

90.04

0.010.08

00.1

00.11

0.1

80.01

0.260

0.090.01

0.120.09

70

0.220.06

00.01

0.04

60.03

0.280.02

0.550.28

50.28

0.540.02

0.26

40.17

0.540.98

30.01

0.15

20.55

1

0.021

0 1R2

cg25940248

Chr4:39427295−39492521R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

39428176 39444013 39459849 39475685 39491521

rs17431867●

cg25940248

rs2687970

rs10517522

rs2125314

rs10213304

rs2687965

●CpG

Main effect

No effect

Interaction effect

TC04000230.hg.1 / ENST00000261434

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

KLB uc003gua.3KLB uc011byj.2

RPL9 uc003guc.3RPL9 uc011byk.2

RPL9 uc011byl.1LIAS uc003guf.3

LIAS uc003gug.3LIAS uc003gue.4

LOC401127 uc011byn.2

promotor

Exon

knownGene(UCSC hg19)

7kb

Page 65: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg18401298

Chr4:40872745−40947750R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

40873745 40892094 40910442 40928791 40947139

rs4861321

rs4861322●

cg18401298

rs7685182

rs6814800

rs13139548

rs4861330

rs13110219

rs7680971

rs4327523

●CpG

Main effect

No effect

Interaction effect

Interaction effect

TC04001139.hg.1 / ENST00000295974

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

APBB2 uc003gvl.3APBB2 uc003gvm.3APBB2 uc003gvn.3

TRNA_Gln uc021xnu.1knownGene

(UCSC hg19)

8kb

Page 66: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg01520956

Chr4:77139733−77199756R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

77140733 77155248 77169762 77184277 77198791

rs10032423

rs1588214●

cg01520956

rs13117238

rs6532316

●CpG

Main effect

No effect

Interaction effect

TC04002602.hg.1

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

FAM47E uc003hjv.3FAM47E uc003hjx.3FAM47E uc003hjw.2

FAM47E−STBD1 uc003hjy.3FAM47E−STBD1 uc011cbv.2FAM47E−STBD1 uc011cbw.2

knownGene(UCSC hg19)

6kb

Page 67: static-content.springer.com10.1038/s41598-017...static-content.springer.com

17

0

0.02

0.01

0.01

0.02

0.02

0.04

0.04

0.03

0.01

0.05

0

0

0.04

0.55

0.51

16

0.28

0.04

0.04

0.06

0.07

0.08

0.09

0.04

0.02

0.03

0.04

0.12

0

0

0

15

0.5

0.5

0.2

0.26

0.27

0.27

0.1

0.34

0.16

0.02

0.03

0.21

0

0

14

1

0.1

0.13

0.12

0.12

0.04

0.66

0.39

0.13

0.01

0.33

0

0

13

0.1

0.13

0.12

0.12

0.04

0.66

0.39

0.13

0.01

0.33

0

0

12

0.14

0.17

0.17

0.62

0.06

0.02

0.21

0.01

0.03

0.02

0.02

11

0.82

0.81

0.2

0.1

0.14

0.49

0

0.16

0.01

0.01

10

0.99

0.24

0.13

0.06

0.38

0.01

0.08

0.08

0.09

9

0.24

0.13

0.06

0.38

0.01

0.08

0.08

0.09

8

0.11

0.03

0.35

0.01

0.05

0.02

0.03

7

0.52

0.09

0.02

0.44

0.01

0.01

6

0.27

0.02

0.84

0.12

0.11

5

0.01

0.3

0.03

0.02

4

0.05

0

0

3

0.1

0.09

2

0.94

1

0.021

0 1R2

cg05104897

Chr4:120076010−120205550R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

120077010 120108895 120140780 120172665 120204550

rs7668987●

cg05104897

rs13113462

rs17050457

●CpG

Main effect

No effect

Interaction effect

TC04000611.hg.1 / ENST00000274030TC04001498.hg.1

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

MYOZ2 uc003icp.4AK309988 uc021xre.1

USP53 uc003icr.4USP53 uc003ics.4

USP53 uc003icu.4promotor

Exon

knownGene(UCSC hg19)

13kb

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4

0.84

0.07

0.09

3

0.09

0.11

2

0.75

1

0.021

0 1R2

cg16301894

Chr4:129381079−129411425R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

129382079 129389166 129396252 129403339 129410425

rs6534682●

cg16301894

rs2062456

rs11937124

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

AK093416 uc003igh.1

knownGene(UCSC hg19)

3kb

Page 69: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg16079430

Chr5:10851242−10924252 Chr20:37858566−37860566Chr21:18829622−18831622R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

rs11743009

rs4074698●

cg16079430

rs13157531

rs4702742

rs17789197

rs957256

rs1888406

●CpG

Main effect

No effect

Interaction effect

Interaction effect

Interaction effect

Associatedtranscripts (HTA 2.0)

knownGene(UCSC hg19)

10kb

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0.021

0 1R2

cg12427317

Chr5:34699704−34796305R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

34700000 34723961 34747921 34771881 34795841

rs11740818

rs16903850●

cg12427317

rs9283739

rs336462

●CpG

Main effect

No effect

Interaction effect

TC05000151.hg.1 / ENST00000265109

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

RAI14 uc003jir.3RAI14 uc010iur.3RAI14 uc011coj.2knownGene

(UCSC hg19)

10kb

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6

0.37

0.11

0.07

0.1

0.2

5

0.29

0.15

0.28

0.41

4

0.05

0.97

0.03

3

0.05

0.08

2

0.04

1

0.021

0 1R2

cg19698137

Chr5:35964089−36001608R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

35965089 35973969 35982849 35991729 36000608

rs2161551

rs10040617●

cg19698137

rs11746242

rs10454862

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

UGT3A1 uc003jjy.2UGT3A1 uc003jjw.2

UGT3A1 uc003jjv.2knownGene(UCSC hg19)

4kb

Page 72: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg24543939

Chr5:53951507−54019232R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

53951585 53968247 53984909 54001571 54018232●

cg24543939

rs4133308

rs3886214

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

knownGene(UCSC hg19)

7kb

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9

0.02

0.45

0.01

0.39

0.61

0.44

0.39

0.23

8

0.18

0

0.01

0.24

0.19

0.01

0.21

7

0.11

0.17

0.73

0.97

0.17

0.78

6

0.01

0.02

0.11

0

0.15

5

0.23

0.18

0.88

0.2

4

0.74

0.23

0.51

3

0.17

0.77

2

0.24

1

0.021

0 1R2

cg10875794

Chr5:115413612−115427468R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

115414554 115417533 115420511 115423490 115426468

rs1508884

rs7733992●

cg10875794

rs4920905

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

COMMD10 uc003krt.1

promotor

Exon

knownGene(UCSC hg19)

2kb

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17

0.43

0.28

0.02

0.33

0.38

0.1

0.03

0.03

0.05

0.07

0.03

0.03

0.14

0.15

0.13

0.15

16

0.63

0.06

0.76

0.88

0.26

0.08

0.08

0.11

0.22

0.07

0.07

0.38

0.39

0.36

0.39

15

0.05

0.73

0.63

0.42

0.05

0.05

0.04

0.35

0.09

0.09

0.58

0.59

0.55

0.59

14

0.08

0.07

0.01

0.3

0.31

0

0.01

0

0

0.01

0.01

0.01

0.01

13

0.85

0.37

0

0

0.02

0.32

0.08

0.08

0.51

0.52

0.48

0.52

12

0.31

0.08

0.08

0.12

0.27

0.07

0.07

0.44

0.45

0.41

0.45

11

0.03

0.03

0.05

0.79

0.04

0.03

0.58

0.58

0.51

0.58

10

1

0.12

0.02

0

0

0.03

0.03

0.03

0.03

9

0.11

0.02

0

0

0.03

0.03

0.03

0.03

8

0.04

0.68

0.67

0.07

0.08

0.09

0.08

7

0.03

0.03

0.56

0.56

0.62

0.56

6

1

0.17

0.18

0.2

0.18

5

0.16

0.17

0.19

0.17

4

1

0.92

1

3

0.92

1

2

0.92

1

0.021

0 1R2

cg14457074

Chr5:180337368−180489943R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

180338368 180376052 180413736 180451420 180489103

rs2276995

rs3733755

rs7724813●

cg14457074

rs10479597

rs11249756

rs12659188

●CpG

Main effect

No effect

Interaction effect

TC05001069.hg.1 / ENST00000342868TC05001070.hg.1

TC05001071.hg.1 / ENST00000327705TC05001067.hg.1 / ENST00000231229 −1 0 1

r expression

Associatedtranscripts (HTA 2.0)

BTNL8 uc003mmp.3BTNL8 uc003mmq.3BTNL8 uc010jll.3

BTNL3 uc003mmr.3BTNL3 uc010jlp.3

BTNL9 uc003mmt.3BTNL9 uc011dhi.1

promotor

Exon

knownGene(UCSC hg19)

16kb

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9

0.01

0.01

0.13

0.01

0.02

0.16

0.12

0.02

8

0.03

0.08

0.82

0.03

0.1

0.05

0.24

7

0.21

0.02

0.97

0.09

0.07

0.34

6

0.07

0.21

0.26

0.56

0.02

5

0.02

0.12

0.06

0.28

4

0.09

0.06

0.31

3

0.6

0.01

2

0.26

1

0.021

0 1R2

cg25676166

Chr6:6882618−6897853R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

6883618 6886927 6890236 6893545 6896853

rs2182802

rs4960264

rs1887507●

cg25676166

rs13220385

●CpG

Main effect

No effect

Interaction effect

TC06002559.hg.1

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

knownGene(UCSC hg19)

2kb

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9

0.01

0.01

0.13

0.01

0.02

0.16

0.12

0.02

8

0.03

0.08

0.82

0.03

0.1

0.05

0.24

7

0.21

0.02

0.97

0.09

0.07

0.34

6

0.07

0.21

0.26

0.56

0.02

5

0.02

0.12

0.06

0.28

4

0.09

0.06

0.31

3

0.6

0.01

2

0.26

1

0.021

0 1R2

cg02096172

Chr6:6882618−6897853R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

6883618 6886927 6890236 6893545 6896853

rs2182802

rs4960264

rs1887507

rs4246079●

cg02096172

rs2182801

rs13220385

●CpG

Main effect

No effect

Interaction effect

Interaction effect

TC06002559.hg.1

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

knownGene(UCSC hg19)

2kb

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0.021

0 1R2

cg08851530

Chr6:27378422−28384589R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

27379409 27630454 27881499 28132544 28383589

rs9368509

rs149946●

cg08851530

rs1150726

rs4412194

●CpG

Main effect

No effect

Interaction effect

TC06000276.hg.1 / ENST00000330236

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

ZNF184 uc003nji.3ZNF184 uc003njj.3ZNF184 uc010jqv.3TRNA_Ser uc021ypx.1

TRNA_Ser uc021ypz.1TRNA_Ser uc021yrr.1

TRNA_Asp uc021ypy.1TRNA_Asp uc021yqb.1

TRNA_Asp uc021yql.1TRNA_Gln uc021yqd.1

TRNA_Gln uc021yqh.1TRNA_Gln uc021yrk.1

TRNA_Arg uc021yqj.1TRNA_Arg uc021yqv.1

TRNA_Lys uc021yqk.1TRNA_Lys uc021yqm.1TRNA_Met uc021yqn.1TRNA_Met uc021yri.1

TRNA_Met uc021yrm.1TRNA_Leu uc021yqo.1TRNA_Leu uc021yqp.1

TRNA_Leu uc021yrd.1TRNA_Thr uc021yqq.1

TRNA_Thr uc021yqz.1TRNA_Thr uc021yre.1

TRNA_Ile uc021yqr.1TRNA_Ile uc021yqu.1

TRNA_Ile uc021yra.1TRNA_Val uc021yqy.1

TRNA_Val uc021yqs.1TRNA_Val uc021yrg.1

TRNA_Phe uc021yqt.1LOC100507173 uc021yrb.1LOC100507173 uc021yrc.1LOC100507173 uc003njk.3

LOC100131289 uc021yrh.2HIST1H2BL uc003njl.3HIST1H3H uc003njm.3HIST1H2AJ uc003njn.1

HIST1H2BM uc003njo.3HIST1H4J uc003njp.3

FKSG63 uc003njq.2BC016143 uc021yrl.1HIST1H4K uc003njr.3

HIST1H2AK uc003njs.3

promotor

Exon

knownGene(UCSC hg19)

101kb

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3

0

0

2

0.88

1

0.021

0 1R2

cg08049198

Chr3:14658515−14660515 Chr6:32144904−32146904 Chr19:16547375−16549375R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

rs12495599●

cg08049198

rs10411936

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

AGPAT1 uc003oag.3AGPAT1 uc003oah.3

RNF5 uc003oaj.4RNF5 uc031snv.1

EPS15L1 uc002ndx.4EPS15L1 uc002ndy.4EPS15L1 uc002ndz.2

promotor

Exon

knownGene(UCSC hg19)

3kb

Page 79: static-content.springer.com10.1038/s41598-017...static-content.springer.com

11

0.02

0.24

0.18

0.03

0.16

0.05

0.05

0.1

0.04

0.38

10

0.58

0.64

0.89

0.21

0.06

0.11

0.07

0.01

0.12

9

0.9

0.62

0.1

0.03

0.06

0.11

0.01

0.07

8

0.69

0.11

0.04

0.05

0.09

0.01

0.07

7

0.18

0.07

0.09

0.05

0.02

0.11

6

0.01

0.05

0.04

0.21

0.09

5

0.18

0.17

0.02

0.02

4

0.7

0.11

0.13

3

0.08

0.09

2

0.08

1

0.021

0 1R2

cg12241963

Chr6:33788581−33814971R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

33789581 33795679 33801776 33807874 33813971

rs10947441

rs7761859

rs11753875

rs6901216●

cg12241963

rs4713692

rs6931760

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

knownGene(UCSC hg19)

3kb

Page 80: static-content.springer.com10.1038/s41598-017...static-content.springer.com

180.41

0.070.04

0.010.01

00.03

0.010.33

0.320.02

0.060.07

0.020.01

0.030.04

170.03

0.080.13

0.040

0.010.04

0.160.16

0.020.1

0.10

00

0.09

160.01

0.010

0.010

0.240.01

0.010.02

0.030.03

0.070.07

0.070.03

150.01

00

00.02

0.020.01

0.190.03

0.020.06

0.060.06

0.02

140

0.270

0.010.02

0.020.11

0.020.02

0.030.03

0.010.01

130.01

00.23

00

0.020.02

0.030.04

0.040.04

0.02

120

0.030.02

0.020.05

0.060.06

0.080.08

0.030.02

110

00.01

0.010

0.010

00

0

100.03

0.030.08

0.10.11

0.180.18

0.170.1

90.93

0.080.15

0.130.09

0.080.09

0.12

80.06

0.150.13

0.070.07

0.110.09

70.02

0.010.01

0.010.01

0.01

60.94

0.450.45

0.330.76

50.47

0.460.34

0.82

40.99

0.830.36

30.84

0.36

20.45

1

0.021

0 1R2

cg13266496

Chr6:110700451−110748068R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

110701451 110712856 110724260 110735664 110747068

rs7748253

rs2235989●

cg13266496

rs9400382

rs9386897

rs7756222

rs9320331

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

METTL24 uc003pub.2DDO uc003puc.3DDO uc003pud.3

SLC22A16 uc003pue.3SLC22A16 uc003puf.3

promotor

Exon

knownGene(UCSC hg19)

5kb

Page 81: static-content.springer.com10.1038/s41598-017...static-content.springer.com

15

0.41

0.07

0.04

0.01

0.01

0

0.03

0.01

0.33

0.32

0.02

0.06

0.07

0.02

14

0.03

0.08

0.13

0.04

0

0.01

0.04

0.16

0.16

0.02

0.1

0.1

0

13

0.01

0.01

0

0.01

0

0.24

0.01

0.01

0.02

0.03

0.03

0.07

12

0.01

0

0

0

0.02

0.02

0.01

0.19

0.03

0.02

0.06

11

0

0.27

0

0.01

0.02

0.02

0.11

0.02

0.02

0.03

10

0.01

0

0.23

0

0

0.02

0.02

0.03

0.04

9

0

0.03

0.02

0.02

0.05

0.06

0.06

0.08

8

0

0

0.01

0.01

0

0.01

0

7

0.03

0.03

0.08

0.1

0.11

0.18

6

0.93

0.08

0.15

0.13

0.09

5

0.06

0.15

0.13

0.07

4

0.02

0.01

0.01

3

0.94

0.45

2

0.47

1

0.021

0 1R2

cg19196401

Chr6:110715252−110748068R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

110716252 110723956 110731660 110739364 110747068

rs11153232●

cg19196401

rs9320328

rs9400382

rs9386897

rs7756222

rs9320331

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

METTL24 uc003pub.2DDO uc003puc.3DDO uc003pud.3

SLC22A16 uc003pue.3SLC22A16 uc003puf.3

promotor

Exon

knownGene(UCSC hg19)

4kb

Page 82: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg02662417

Chr6:157154993−157217039R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

157155257 157170493 157185729 157200965 157216200

rs9480394●

cg02662417

rs287899

rs287913

rs9384506

rs6905191

rs287873

rs184074

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

ARID1B uc003qqn.3ARID1B uc003qqo.3ARID1B uc003qqp.3knownGene

(UCSC hg19)

7kb

Page 83: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg21926612

Chr6:163032350−163160350R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

163033350 163064850 163096350 163127850 163159350

rs13191362

rs1893537●

cg21926612

rs13209100

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

PARK2 uc003qtx.4PARK2 uc003qty.4PARK2 uc003qtz.4

PACRG uc003qua.3PACRG uc003qub.3PACRG uc003quc.3

knownGene(UCSC hg19)

13kb

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3

0.99

0

2

0

1

0.021

0 1R2

cg23169059

Chr2:47778201−47780201 Chr6:167760204−167762204 Chr11:121120501−121122501R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

rs12476727●

cg23169059

rs7942167

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

MSH2 uc002rvz.4KCNK12 uc002rwb.3

promotor

Exon

knownGene(UCSC hg19)

3kb

Page 85: static-content.springer.com10.1038/s41598-017...static-content.springer.com

15

0.49

0.99

0.99

0.08

0.02

0.98

0.45

0.19

0.71

0.07

0.04

0.04

0.07

0.23

14

0.48

0.48

0.23

0.04

0.48

0.1

0.37

0.33

0.12

0.1

0.1

0.13

0.04

13

0.99

0.08

0.02

0.99

0.46

0.19

0.71

0.07

0.04

0.04

0.07

0.24

12

0.08

0.02

0.99

0.46

0.19

0.71

0.07

0.04

0.04

0.07

0.23

11

0.01

0.08

0.16

0.08

0.07

0.66

0.03

0.03

0.66

0.11

10

0.02

0.08

0.05

0.01

0.01

0

0

0.01

0.04

9

0.46

0.19

0.71

0.07

0.04

0.04

0.07

0.24

8

0.46

0.33

0.13

0.06

0.06

0.13

0.3

7

0.17

0.08

0.02

0.02

0.08

0.14

6

0.08

0.05

0.05

0.07

0.3

5

0.03

0.04

0.97

0.08

4

0.98

0.04

0.23

3

0.04

0.24

2

0.08

1

0.021

0 1R2

cg19087971

Chr7:750233−903394R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

751233 789038 826842 864646 902450●

cg19087971

rs4724821

rs4357190

rs7785252

●CpG

Main effect

No effect

Interaction effect

TC07001075.hg.1

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

PRKAR1B uc003siw.2PRKAR1B uc021zyk.1PRKAR1B uc021zyj.1

HEATR2 uc003siz.2HEATR2 uc010krz.1

HEATR2 uc003sjb.2SUN1 uc003sjf.3

SUN1 uc021zyl.1SUN1 uc011jvq.2

GET4 uc003sjj.1

promotor

Exon

knownGene(UCSC hg19)

16kb

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15

0.49

0.99

0.99

0.08

0.02

0.98

0.45

0.19

0.71

0.07

0.04

0.04

0.07

0.23

14

0.48

0.48

0.23

0.04

0.48

0.1

0.37

0.33

0.12

0.1

0.1

0.13

0.04

13

0.99

0.08

0.02

0.99

0.46

0.19

0.71

0.07

0.04

0.04

0.07

0.24

12

0.08

0.02

0.99

0.46

0.19

0.71

0.07

0.04

0.04

0.07

0.23

11

0.01

0.08

0.16

0.08

0.07

0.66

0.03

0.03

0.66

0.11

10

0.02

0.08

0.05

0.01

0.01

0

0

0.01

0.04

9

0.46

0.19

0.71

0.07

0.04

0.04

0.07

0.24

8

0.46

0.33

0.13

0.06

0.06

0.13

0.3

7

0.17

0.08

0.02

0.02

0.08

0.14

6

0.08

0.05

0.05

0.07

0.3

5

0.03

0.04

0.97

0.08

4

0.98

0.04

0.23

3

0.04

0.24

2

0.08

1

0.021

0 1R2

cg23605961

Chr7:750331−903394R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

751331 789111 826891 864671 902450●

cg23605961

rs4724821

rs4357190

rs7785252

●CpG

Main effect

No effect

Interaction effect

TC07001075.hg.1

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

PRKAR1B uc003siw.2PRKAR1B uc021zyk.1PRKAR1B uc021zyj.1

HEATR2 uc003siz.2HEATR2 uc010krz.1

HEATR2 uc003sjb.2SUN1 uc003sjf.3

SUN1 uc021zyl.1SUN1 uc011jvq.2

GET4 uc003sjj.1

promotor

Exon

knownGene(UCSC hg19)

16kb

Page 87: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg08735705

Chr7:1002645−1217013R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

1003645 1056737 1109829 1162921 1216013●

cg08735705

rs10499317

rs12334290

rs4723801

rs2363286

rs1880297

●CpG

Main effect

No effect

Interaction effect

TC07001080.hg.1 / ENST00000316495TC07001081.hg.1

TC07000019.hg.1TC07003347.hg.1 / ENST00000344111

TC07002098.hg.1−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

ADAP1 uc010ksc.3COX19 uc003sjp.1

CYP2W1 uc003sjq.1CYP2W1 uc003sjr.1

C7orf50 uc003sju.2C7orf50 uc011jvt.1C7orf50 uc011jvu.1

MIR339 uc011jvv.1GPR146 uc003sjx.4

GPR146 uc003sjy.1GPER uc010ksd.1

GPER uc003sjz.1GPER uc003ska.1

ZFAND2A uc003skc.3ZFAND2A uc003skd.4AK123998 uc021zyp.1

AK090593 uc003skf.1

knownGene(UCSC hg19)

22kb

Page 88: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg12575883

Chr7:1002710−1173518R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

1003710 1045930 1088149 1130369 1172588●

cg12575883

rs2397

rs17227152

rs10499317

rs10256972

rs9655470

rs12112166

rs10265758

●CpG

Main effect

No effect

Interaction effect

TC07003347.hg.1 / ENST00000344111

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

ADAP1 uc010ksc.3COX19 uc003sjp.1

CYP2W1 uc003sjq.1CYP2W1 uc003sjr.1

C7orf50 uc003sju.2C7orf50 uc011jvt.1C7orf50 uc011jvu.1

MIR339 uc011jvv.1GPR146 uc003sjx.4

GPR146 uc003sjy.1GPER uc010ksd.1

GPER uc003sjz.1GPER uc003ska.1

knownGene(UCSC hg19)

17kb

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0.021

0 1R2

cg07930192

Chr7:984840−1196264R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

985840 1038196 1090552 1142908 1195264

rs7811408●

cg07930192

rs2397

rs10256972

rs4723801

rs12701710

rs10274367

rs7781581

●CpG

Main effect

No effect

Interaction effect

Interaction effect

TC07001080.hg.1 / ENST00000316495TC07003347.hg.1 / ENST00000344111

TC07001081.hg.1 −1 0 1

r expression

Associatedtranscripts (HTA 2.0)

ADAP1 uc003sjo.4ADAP1 uc010ksc.3COX19 uc003sjp.1

CYP2W1 uc003sjq.1CYP2W1 uc003sjr.1

C7orf50 uc003sju.2C7orf50 uc011jvt.1

C7orf50 uc011jvu.1MIR339 uc011jvv.1

GPR146 uc003sjx.4GPR146 uc003sjy.1

GPER uc010ksd.1GPER uc003sjz.1

GPER uc003ska.1ZFAND2A uc003skc.3ZFAND2A uc003skd.4AK123998 uc021zyp.1

promotor

Exon

knownGene(UCSC hg19)

21kb

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15

0.26

0.16

0.09

0.36

0.08

0.28

0.34

0.14

0.38

0.37

0.12

0.14

0.09

0.03

14

0.69

0.12

0.13

0.14

0.78

0.12

0.2

0.58

0.12

0.19

0.01

0.02

0.01

13

0.17

0.11

0.2

0.7

0.08

0.18

0.48

0.09

0.08

0.01

0.03

0.02

12

0.04

0.03

0.13

0.05

0.08

0

0.04

0.04

0.06

0.01

0.01

11

0.06

0.16

0.93

0.54

0.19

0.94

0.35

0.54

0.02

0.01

10

0.17

0.06

0.09

0.22

0.06

0.11

0.09

0.21

0.17

9

0.16

0.25

0.74

0.15

0.25

0.02

0.02

0.03

8

0.54

0.21

0.94

0.37

0.54

0.02

0.01

7

0.34

0.58

0.65

0.27

0.03

0.02

6

0.2

0.35

0.04

0.03

0.03

5

0.35

0.53

0.02

0.01

4

0.25

0.05

0.03

3

0.03

0.02

2

0.01

1

0.021

0 1R2

cg09363068

Chr7:1003586−1118436R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

1004523 1032752 1060980 1089208 1117436

rs17227152●

cg09363068

rs10256972

rs4723801

rs2363286

rs10274367

●CpG

Main effect

No effect

Interaction effect

TC07003347.hg.1 / ENST00000344111

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

ADAP1 uc010ksc.3COX19 uc003sjp.1

CYP2W1 uc003sjq.1CYP2W1 uc003sjr.1

C7orf50 uc003sju.2C7orf50 uc011jvt.1

C7orf50 uc011jvu.1MIR339 uc011jvv.1

GPR146 uc003sjx.4GPR146 uc003sjy.1

promotor

Exon

knownGene(UCSC hg19)

12kb

Page 91: static-content.springer.com10.1038/s41598-017...static-content.springer.com

3

0

0

2

0

1

0.021

0 1R2

cg12280406

Chr1:82825465−82827465 Chr7:2259901−2261901 Chr17:56281968−56283968 Chr22:47415299−47417299R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

rs1144283●

cg12280406

rs17174788

rs6009104

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

MAD1L1 uc003slf.1MAD1L1 uc003slg.1MAD1L1 uc003slh.1

EPX uc002ivq.3MKS1 uc002ivr.2

MKS1 uc010wnq.2MKS1 uc021uam.1

TBC1D22A uc003bib.3TBC1D22A uc003bie.3TBC1D22A uc010haf.3

promotor

Exon

knownGene(UCSC hg19)

4kb

Page 92: static-content.springer.com10.1038/s41598-017...static-content.springer.com

16

0.2

0.05

0.05

0.1

0.02

0.19

0.21

0.05

0.09

0.46

0.14

0.08

0.29

0.09

0.08

15

0.2

0.09

0.49

0.11

0.01

0.96

0.21

0.48

0

0.38

0.01

0.55

0.5

0.01

14

0.02

0.07

0.02

0.26

0.19

0.97

0.07

0.26

0.07

0.36

0.12

0.05

0.37

13

0.05

0.03

0.22

0.09

0.02

0.05

0.08

0.25

0.06

0.18

0.05

0.06

12

0.06

0.26

0.5

0.07

0.95

0.2

0.22

0.14

0.28

0.89

0.14

11

0.18

0.11

0.02

0.07

0.05

0.23

0.38

0.09

0.07

0.36

10

0.02

0.27

0.26

0

0.25

0.4

0.02

0.22

0.42

9

0.21

0.5

0

0.37

0.01

0.55

0.5

0.01

8

0.07

0.26

0.07

0.36

0.12

0.04

0.37

7

0.22

0.23

0.14

0.29

0.91

0.14

6

0.28

0.03

0.06

0.18

0.03

5

0.03

0.08

0.24

0.03

4

0.29

0.14

0.93

3

0.31

0.26

2

0.15

1

0.021

0 1R2

cg23627948

Chr7:2759692−2815635R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

2760692 2774203 2787713 2801224 2814734●

cg23627948

rs798549

rs7807978

●CpG

Main effect

No effect

Interaction effect

TC07001101.hg.1 / ENST00000275364TC07002113.hg.1

TC07002753.hg.1 −1 0 1

r expression

Associatedtranscripts (HTA 2.0)

GNA12 uc003smt.3GNA12 uc003smu.3GNA12 uc011jwb.2knownGene

(UCSC hg19)

6kb

Page 93: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg06484146

Chr7:12342463−12496140R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

12342641 12380766 12418891 12457016 12495140

rs12673036

rs1036666

rs1036667

rs848001●

cg06484146

rs17166022

rs17444259

rs9648158

rs864039

●CpG

Main effect

No effect

Interaction effect

TC07001147.hg.1 / ENST00000275358

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

VWDE uc003ssj.2VWDE uc011jxl.1VWDE uc011jxm.1 promotor

Exon

knownGene(UCSC hg19)

16kb

Page 94: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg20607287

Chr7:12342463−12496140R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

12342641 12380766 12418891 12457016 12495140

rs12673036

rs1036666

rs1036667

rs848001●

cg20607287

rs17166022

rs17444259

rs9648158

rs864039

●CpG

Main effect

No effect

Interaction effect

TC07001147.hg.1 / ENST00000275358

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

VWDE uc003ssj.2VWDE uc011jxl.1VWDE uc011jxm.1 promotor

Exon

knownGene(UCSC hg19)

16kb

Page 95: static-content.springer.com10.1038/s41598-017...static-content.springer.com

13

0.98

0.08

0.16

0.15

0.01

0.14

0.26

0.26

0.04

0.04

0.04

0.12

12

0.09

0.16

0.15

0.01

0.14

0.26

0.26

0.04

0.04

0.04

0.13

11

0.03

0

0.25

0.05

0.03

0.03

0.02

0.01

0.01

0

10

0.42

0

0.08

0.07

0.06

0.05

0.04

0.11

0.01

9

0.01

0.08

0.05

0.05

0.04

0.08

0.1

0.01

8

0.23

0.02

0.02

0.11

0.08

0.03

0

7

0.55

0.55

0.01

0.01

0.04

0.17

6

1

0.01

0.01

0.12

0.2

5

0.01

0.01

0.12

0.2

4

0.82

0.11

0.16

3

0.11

0.12

2

0.16

1

0.021

0 1R2

cg03226887

Chr7:28573260−28628789R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

28574260 28587746 28601231 28614717 28628202●

cg03226887

rs216721

rs216723

rs2078980

rs11769156

rs216742

rs160337

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

CREB5 uc003szo.3CREB5 uc003szq.3CREB5 uc003szr.3knownGene

(UCSC hg19)

6kb

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9

0.39

0.51

0.08

0.11

0.05

0.02

0.04

0.03

8

0.64

0.03

0.04

0.02

0.03

0.03

0.18

7

0.18

0.05

0.05

0.04

0.06

0.07

6

0

0.01

0.01

0.01

0.06

5

0

0.01

0

0.02

4

0

0.79

0.18

3

0

0.12

2

0.17

1

0.021

0 1R2

cg10035469

Chr7:83816895−83860120R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

83817895 83828202 83838508 83848814 83859120

rs12707628●

cg10035469

rs1989964

●CpG

Main effect

No effect

Interaction effect

TC07001568.hg.1 / ENST00000265362

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

SEMA3A uc003uhz.3

promotor

Exon

knownGene(UCSC hg19)

5kb

Page 97: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg15035350

Chr7:83752167−83869694R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

83752883 83781836 83810789 83839742 83868694

rs7808547

rs12707628●

cg15035350

rs1989964

rs10265795

●CpG

Main effect

No effect

Interaction effect

TC07001568.hg.1 / ENST00000265362

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

SEMA3A uc003uhz.3

promotor

Exon

knownGene(UCSC hg19)

12kb

Page 98: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg05742308

Chr7:83752167−83955266R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

83752883 83803229 83853575 83903921 83954266

rs7808547

rs12707628●

cg05742308

rs594533

rs6467990

●CpG

Main effect

No effect

Interaction effect

TC07001568.hg.1 / ENST00000265362

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

SEMA3A uc003uhz.3

promotor

Exon

knownGene(UCSC hg19)

21kb

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10

0.26

0.07

0.06

0.42

0.03

0.08

0.08

0.08

0.08

9

0.03

0.03

0.62

0.06

0.04

0.04

0.04

0.04

8

0.64

0.15

0

0.84

0.84

0.84

0.84

7

0.16

0.01

0.81

0.81

0.81

0.81

6

0.07

0.18

0.18

0.18

0.18

5

0.01

0.01

0.01

0.01

4

1

1

1

3

1

1

2

1

1

0.021

0 1R2

cg01198111

Chr7:91907223−92033975R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

91908223 91939411 91970599 92001787 92032975

rs10953067

rs17679665

rs17164519●

cg01198111

●CpG

Main effect

No effect

Interaction effect

TC07000547.hg.1 / ENST00000265742

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

ANKIB1 uc003ulw.2ANKIB1 uc010lew.1

knownGene(UCSC hg19)

13kb

Page 100: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg15320980

Chr8:553715−656142R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

554715 579822 604929 630036 655142

rs9644289

rs336430

rs336433●

cg15320980

rs89975

rs7004577

●CpG

Main effect

No effect

Interaction effect

TC08002170.hg.1TC08000882.hg.1

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

AK128400 uc003wpf.1ERICH1 uc003wph.3

ERICH1 uc003wpi.3 promotor

Exon

knownGene(UCSC hg19)

11kb

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0.021

0 1R2

cg23958373

Chr8:576249−658650R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

576304 596641 616977 637314 657650

rs12547464

rs89975

rs3735933●

cg23958373

rs1669733

rs336444

rs10092924

rs1616976

●CpG

Main effect

No effect

Interaction effect

Interaction effect

Interaction effect

TC08002170.hg.1TC08000882.hg.1

TC08000881.hg.1 / ENST00000262109−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

AK128400 uc003wpf.1ERICH1 uc003wph.3

ERICH1 uc003wpi.3 promotor

Exon

knownGene(UCSC hg19)

9kb

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0.021

0 1R2

cg07234876

Chr8:575324−655796R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

576209 595943 615676 635409 655142

rs336431

rs12547464

rs89975

rs3735933●

cg07234876

rs1669733

rs336444

rs336441

rs10092924

●CpG

Main effect

No effect

Interaction effect

Interaction effect

TC08002170.hg.1TC08000882.hg.1

TC08000881.hg.1 / ENST00000262109−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

AK128400 uc003wpf.1ERICH1 uc003wph.3

ERICH1 uc003wpi.3 promotor

Exon

knownGene(UCSC hg19)

8kb

Page 103: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg02524346

Chr8:548716−932580R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

549716 645182 740648 836114 931580

rs17065159

rs336433

rs12547464

rs89975

rs3735933●

cg02524346

rs1669733

rs336441

rs7003378

●CpG

Main effect

No effect

Interaction effect

Interaction effect

Interaction effect

TC08002170.hg.1TC08000882.hg.1

TC08000881.hg.1 / ENST00000262109 −1 0 1

r expression

Associatedtranscripts (HTA 2.0)

AK128400 uc003wpf.1ERICH1 uc003wph.3

ERICH1 uc003wpi.3ERICH1−AS1 uc003wpj.2

ERICH1−AS1 uc003wpk.3promotor

Exon

knownGene(UCSC hg19)

39kb

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0.021

0 1R2

cg07685180

Chr8:586113−658650R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

587113 604748 622382 640016 657650

rs89975

rs3735933●

cg07685180

rs1669733

rs1616976

●CpG

Main effect

No effect

Interaction effect

TC08002170.hg.1TC08000882.hg.1

TC08000881.hg.1 / ENST00000262109−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

AK128400 uc003wpf.1ERICH1 uc003wph.3

ERICH1 uc003wpi.3 promotor

Exon

knownGene(UCSC hg19)

8kb

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13

0.15

0.66

0.12

0.66

0.81

0.06

0.12

0.62

0.28

0.39

0.46

0.28

12

0.04

0.01

0.04

0.1

0.01

0.01

0.02

0.03

0.01

0.05

0.03

11

0.2

0.99

0.57

0.03

0.18

0.55

0.46

0.37

0.74

0.45

10

0.2

0.08

0

0.63

0.07

0.03

0.08

0.09

0.03

9

0.57

0.04

0.18

0.54

0.46

0.37

0.74

0.46

8

0.1

0.15

0.69

0.27

0.37

0.48

0.27

7

0.02

0.1

0.05

0.13

0.07

0.05

6

0.14

0.02

0.07

0.19

0.02

5

0.48

0.54

0.73

0.47

4

0.28

0.64

0.99

3

0.43

0.28

2

0.64

1

0.021

0 1R2

cg26554054

Chr8:576249−607696R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

576304 584019 591733 599447 607161

rs12547464

rs89975

rs3735933●

cg26554054

rs1669733

●CpG

Main effect

No effect

Interaction effect

TC08002170.hg.1TC08000882.hg.1

TC08000881.hg.1 / ENST00000262109−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

AK128400 uc003wpf.1

promotor

Exon

knownGene(UCSC hg19)

4kb

Page 106: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg10396713

Chr8:575209−655796R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

576209 595943 615676 635409 655142

rs336430

rs89975●

cg10396713

rs1669733

rs336444

rs10092924

●CpG

Main effect

No effect

Interaction effect

TC08002170.hg.1

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

AK128400 uc003wpf.1ERICH1 uc003wph.3

ERICH1 uc003wpi.3 promotor

Exon

knownGene(UCSC hg19)

8kb

Page 107: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg08454824

Chr8:576249−721491R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

576304 612351 648398 684445 720491

rs12547464

rs11137016●

cg08454824

rs3735917

rs1703946

rs6559181

●CpG

Main effect

No effect

Interaction effect

TC08000882.hg.1TC08000881.hg.1 / ENST00000262109

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

AK128400 uc003wpf.1ERICH1 uc003wph.3

ERICH1 uc003wpi.3ERICH1−AS1 uc003wpj.2 promotor

Exon

knownGene(UCSC hg19)

15kb

Page 108: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg01053087

Chr8:626181−720043R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

627181 650210 673239 696268 719296

rs4735815

rs11137016

rs336439●

cg01053087

rs3735917

rs4735907

rs12386927

●CpG

Main effect

No effect

Interaction effect

Interaction effect

TC08000881.hg.1 / ENST00000262109

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

ERICH1 uc003wph.3ERICH1−AS1 uc003wpj.2

promotor

Exon

knownGene(UCSC hg19)

10kb

Page 109: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg19002941

Chr8:586113−661575R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

587113 605479 623844 642210 660575

rs89975●

cg19002941

rs732195

rs4735907

●CpG

Main effect

No effect

Interaction effect

TC08002170.hg.1TC08000881.hg.1 / ENST00000262109

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

AK128400 uc003wpf.1ERICH1 uc003wph.3

ERICH1 uc003wpi.3 promotor

Exon

knownGene(UCSC hg19)

8kb

Page 110: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg17179911

Chr8:575304−720043R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

576209 611981 647753 683525 719296

rs4735890

rs4735815

rs9314603

rs1616976●

cg17179911

rs4735916

rs12386927

●CpG

Main effect

No effect

Interaction effect

TC08000881.hg.1 / ENST00000262109TC08000882.hg.1TC08002170.hg.1 −1 0 1

r expression

Associatedtranscripts (HTA 2.0)

AK128400 uc003wpf.1ERICH1 uc003wph.3

ERICH1 uc003wpi.3ERICH1−AS1 uc003wpj.2 promotor

Exon

knownGene(UCSC hg19)

15kb

Page 111: static-content.springer.com10.1038/s41598-017...static-content.springer.com

5

0.45

0

0

0

4

0

0

0

3

0.37

0.67

2

0.57

1

0.021

0 1R2

cg19107264

Chr2:168065989−168067989 Chr8:1580598−1582598 Chr10:133923005−133925005R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

rs11893771●

cg19107264

rs9419204

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

XIRP2 uc002udx.3XIRP2 uc010fpn.3XIRP2 uc010fpo.3

DLGAP2 uc003wpl.4DLGAP2 uc003wpm.4

JAKMIP3 uc001lkx.4promotor

Exon

knownGene(UCSC hg19)

3kb

Page 112: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg04912297

Chr8:17916888−17944293R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

17917866 17924223 17930580 17936937 17943293

rs10112857

rs6586684

rs10105871

rs2213909●

cg04912297

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

ASAH1 uc003wyn.2ASAH1 uc003wyo.2ASAH1 uc003wyl.2knownGene

(UCSC hg19)

3kb

Page 113: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg03562736

Chr8:113682162−114059716 Chr18:23909807−23911807R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

rs6469434

rs12681949●

cg03562736

rs12954996

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

CSMD3 uc003ynu.3CSMD3 uc011lhx.2

CSMD3 uc010mcx.1TAF4B uc002kvs.4TAF4B uc002kvt.4

TAF4B uc002kvu.4

knownGene(UCSC hg19)

39kb

Page 114: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg14598338

Chr9:96534966−96624480R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

96535470 96557473 96579475 96601478 96623480

rs7855940

rs10761288

rs7855547

rs10739960●

cg14598338

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

MIR4291 uc022bkd.1

promotor

Exon

knownGene(UCSC hg19)

9kb

Page 115: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg15550339

Chr10:8444914−8507979R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

8445914 8461181 8476447 8491713 8506979●

cg15550339

rs1002654

rs1361152

rs17469997

rs12416156

rs7090191

rs17143753

●CpG

Main effect

No effect

Interaction effect

Interaction effect

Associatedtranscripts (HTA 2.0)

knownGene(UCSC hg19)

7kb

Page 116: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg10616319

Chr10:15324014−15516153R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

15325014 15372631 15420248 15467865 15515482

rs17156509

rs10796289

rs11259651●

cg10616319

rs7896716

rs7079961

rs12263141

●CpG

Main effect

No effect

Interaction effect

Interaction effect

Associatedtranscripts (HTA 2.0)

FAM171A1 uc001iob.3

promotor

Exon

knownGene(UCSC hg19)

20kb

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16

0.45

0

0.6

0.03

0.45

0.44

0.58

0.64

0.6

0.04

0

0.02

0

0

0

15

0.48

0.73

0.04

0.99

0.96

0.69

0.72

0.72

0.04

0.02

0.08

0.01

0

0

14

0.16

0.02

0.47

0.46

0.14

0.13

0.15

0

0.04

0.06

0.01

0

0

13

0.04

0.72

0.7

0.94

0.98

0.97

0.09

0.01

0.03

0.01

0

0

12

0.04

0.04

0.04

0.04

0.04

0.38

0.21

0.07

0

0.01

0.05

11

0.96

0.7

0.72

0.71

0.04

0.02

0.08

0.01

0

0

10

0.68

0.69

0.69

0.03

0.02

0.08

0.01

0

0

9

0.96

0.95

0.08

0.01

0.03

0.01

0

0

8

0.99

0.08

0.01

0.03

0.01

0

0

7

0.09

0.01

0.04

0.01

0

0

6

0.38

0.28

0.01

0.02

0.07

5

0.13

0.17

0.05

0.16

4

0.11

0.22

0.22

3

0.03

0.11

2

0.26

1

0.021

0 1R2

cg15115171

Chr10:17595121−17760871R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

17596121 17637059 17677996 17718934 17759871

rs6602203●

cg15115171

rs17141324

rs7073625

rs7097801

rs7912011

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

PTPLA uc001ipg.3PTPLA uc001iph.1

PTPLA uc001ipi.3STAM uc001ipj.2

STAM uc010qcf.2STAM uc009xjw.2

promotor

Exon

knownGene(UCSC hg19)

17kb

Page 118: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg07356745

Chr10:86078877−86314427R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

86079877 86138323 86196768 86255213 86313658

rs12251522

rs17719302●

cg07356745

rs7077085

●CpG

Main effect

No effect

Interaction effect

TC10000596.hg.1 / ENST00000224756

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

CCSER2 uc001kdh.1CCSER2 uc010qmd.1

CCSER2 uc001kdi.2DD413707 uc021pvn.1

knownGene(UCSC hg19)

24kb

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14

0.97

0

0

0

0

0

0.01

0

0

0

0.01

0

0

13

0

0

0

0.01

0.01

0.01

0

0

0

0.01

0

0

12

0.01

0.01

0

0

0

0

0

0

0.01

0

0

11

1

0

0

0

0

0

0

0

0

0

10

0

0

0

0

0

0

0

0

0

9

0.39

0.01

0.02

0.02

0.05

0.01

0.05

0

8

0.16

0.39

0.37

0.03

0.01

0.03

0

7

0.39

0.4

0.01

0.17

0.01

0

6

0.96

0

0.05

0

0

5

0

0.06

0

0

4

0.08

0.99

0

3

0.08

0

2

0

1

0.021

0 1R2

cg00257187

Chr4:169499402−169501402 Chr5:78758026−78844271 Chr9:81166146−81168146Chr10:91400349−91402349R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

rs17650886

rs7733509

rs10805927

rs7871063●

cg00257187

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

PALLD uc003iru.3PALLD uc011cjx.2

HOMER1 uc003kfy.4HOMER1 uc010jab.4HOMER1 uc010jac.4

PANK1 uc001kgp.2PANK1 uc001kgn.2PANK1 uc001kgo.2

promotor

Exon

knownGene(UCSC hg19)

13kb

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4

0.08

0.18

0

3

0.03

0.09

2

0.1

1

0.021

0 1R2

cg20615879

Chr10:102883730−102898868R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

102884730 102888015 102891299 102894584 102897868

rs964236●

cg20615879

rs2742042

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

TLX1NB uc001ksv.3TLX1 uc001ksw.3TLX1 uc021pxd.1 promotor

Exon

knownGene(UCSC hg19)

2kb

Page 121: static-content.springer.com10.1038/s41598-017...static-content.springer.com

180.13

11

0.130.13

0.070.19

0.010.34

0.010.71

0.330.71

0.710.01

0.010.71

170.13

0.131

10.16

0.350.2

0.40.2

0.110.39

0.110.11

0.190.19

0.11

161

0.130.13

0.070.19

0.010.34

0.010.71

0.330.71

0.710.01

0.010.71

150.13

0.130.07

0.190.01

0.340.01

0.710.33

0.710.71

0.010.01

0.71

141

0.160.35

0.20.4

0.190.11

0.390.11

0.110.19

0.190.11

130.16

0.350.2

0.40.2

0.110.39

0.110.11

0.190.19

0.11

120.44

0.090.18

0.090.05

0.180.05

0.050.08

0.080.05

110.2

00.2

0.310

0.310.31

0.190.19

0.31

100.44

0.980.07

0.420.07

0.070.97

0.960.07

90.45

0.30.97

0.30.3

0.440.43

0.3

80.06

0.440.06

0.060.99

0.980.06

70.29

11

0.070.07

1

60.29

0.30.44

0.440.29

51

0.070.07

1

40.07

0.071

30.99

0.07

20.07

1

0.021

0 1R2

cg17283857

Chr10:102988315−102990315 Chr19:21673962−21778082R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

cg17283857

rs2246914

rs11085468

rs939301

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

LBX1 uc001ksx.3FLJ41350 uc010qpy.2

LINC00664 uc002nqa.3LINC00664 uc002nqb.3

LINC00664 uc002nqc.3ZNF429 uc002nqd.1ZNF429 uc010ecu.2

AX748435 uc002nqf.1BC033373 uc002nqg.3

promotor

Exon

knownGene(UCSC hg19)

12kb

Page 122: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg22633036

Chr10:123197332−123356576R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

123197653 123237134 123276615 123316096 123355576

rs2162543

rs4752559

rs7918550

rs6585737●

cg22633036

●CpG

Main effect

No effect

Interaction effect

TC10001711.hg.1 / ENST00000346997

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

FGFR2 uc001lfn.5FGFR2 uc010qtl.2

FGFR2 uc010qtm.2 promotor

Exon

knownGene(UCSC hg19)

16kb

Page 123: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg17389077

Chr10:128808645−128856597R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

128809541 128821055 128832569 128844083 128855597

rs4751179

rs1340242●

cg17389077

rs2066161

rs2066160

rs17698492

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

DOCK1 uc001ljt.3DOCK1 uc010qun.2

DOCK1 uc031pxq.1knownGene(UCSC hg19)

5kb

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10

0.46

0.74

0.47

0.32

0.3

0.16

0.22

0.17

0.01

9

0.51

0.58

0.64

0.63

0.31

0.32

0.25

0.02

8

0.25

0.47

0.42

0.12

0.18

0.13

0.01

7

0.61

0.61

0.42

0.37

0.28

0.03

6

0.89

0.38

0.32

0.24

0.03

5

0.39

0.33

0.25

0.04

4

0.55

0.41

0.05

3

0.74

0.04

2

0.02

1

0.021

0 1R2

cg16259904

Chr10:134070848−134165341R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

134071848 134094972 134118095 134141218 134164341

rs2814191●

cg16259904

rs2474334

rs2698779

rs2497644

●CpG

Main effect

No effect

Interaction effect

TC10000942.hg.1 / ENST00000344079TC10002376.hg.1

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

STK32C uc010quu.1STK32C uc001lle.1

STK32C uc009ybd.1LRRC27 uc001llg.2

LRRC27 uc010quw.1LRRC27 uc001lli.2

knownGene(UCSC hg19)

10kb

Page 125: static-content.springer.com10.1038/s41598-017...static-content.springer.com

15

0.38

0.38

0.6

0.09

0.36

0.8

0.51

0.44

0.63

0.65

0.32

0.32

0.24

0.01

14

0.93

0.38

0

0.15

0.29

0.11

0.3

0.25

0.26

0.29

0.22

0.15

0.04

13

0.39

0

0.15

0.29

0.11

0.3

0.24

0.26

0.3

0.22

0.15

0.03

12

0.13

0.59

0.75

0.33

0.77

0.46

0.46

0.38

0.38

0.3

0.02

11

0.21

0.11

0.16

0.11

0.07

0.07

0.16

0.11

0.13

0.04

10

0.46

0.74

0.47

0.32

0.3

0.16

0.22

0.17

0.01

9

0.51

0.58

0.64

0.63

0.31

0.32

0.25

0.02

8

0.25

0.47

0.42

0.12

0.18

0.13

0.01

7

0.61

0.61

0.42

0.37

0.28

0.03

6

0.89

0.38

0.32

0.24

0.03

5

0.39

0.33

0.25

0.04

4

0.55

0.41

0.05

3

0.74

0.04

2

0.02

1

0.021

0 1R2

cg23771949

Chr10:134070848−134191734R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

134071848 134101570 134131291 134161013 134190734

rs2814191

rs7075670

rs2474334

rs2698779●

cg23771949

rs2474338

rs7079070

rs4481949

●CpG

Main effect

No effect

Interaction effect

TC10002376.hg.1TC10000942.hg.1 / ENST00000344079

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

STK32C uc010quu.1STK32C uc001lle.1

STK32C uc009ybd.1LRRC27 uc001llg.2

LRRC27 uc010quw.1LRRC27 uc001lli.2

promotor

Exon

knownGene(UCSC hg19)

12kb

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7

0.01

0.01

0.15

0.22

0.42

0.14

6

0.98

0.3

0.47

0.14

0.31

5

0.31

0.46

0.14

0.31

4

0.04

0.02

0.97

3

0.08

0.04

2

0.03

1

0.021

0 1R2

cg24668570

Chr10:134965154−134983123R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

134965295 134969502 134973709 134977916 134982123

rs12768641

rs4284331●

cg24668570

rs3008304

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

KNDC1 uc001llz.1KNDC1 uc001lma.1

promotor

Exon

knownGene(UCSC hg19)

2kb

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190.17

0.010.01

00.01

0.30.06

0.30.31

0.480.3

0.290.3

0.110.11

0.020.11

0.09

180.1

0.110.1

0.10.37

0.030.38

0.370.22

0.380.06

0.370.02

0.020.04

0.660

170.94

0.950.97

00.22

00

0.040

0.350

0.080.08

0.410.11

0.22

160.97

0.910

0.20

00.03

00.37

00.11

0.110.43

0.110.19

150.92

00.2

00

0.030

0.350

0.10.11

0.440.11

0.18

140

0.210

00.04

00.36

00.08

0.080.43

0.120.2

130.05

0.990.99

0.610.99

0.130.98

0.410.4

0.030.35

0

120.05

0.050.1

0.050.07

0.050.02

0.020.09

0.030.08

111

0.621

0.130.99

0.40.4

0.030.34

0

100.61

10.13

0.990.4

0.390.03

0.340

90.62

0.230.61

0.250.24

00.21

0.02

80.13

0.990.4

0.40.03

0.340

70.13

0.040.03

0.170.05

0.33

60.42

0.410.03

0.340

50.99

0.250.01

0.01

40.24

0.010.01

30.06

0.08

20

1

0.021

0 1R2

cg09068031

Chr11:11489764−11508157R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

11489894 11494210 11498526 11502842 11507157

rs11021865

rs901549●

cg09068031

rs7117475

rs4910362

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

GALNT18 uc001mjo.2

knownGene(UCSC hg19)

2kb

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6

1

0.01

0

0

0

5

0.01

0

0

0

4

0.01

0

0

3

0

0

2

0.52

1

0.021

0 1R2

cg11063328

Chr1:18267405−18269405 Chr1:167621119−167623119 Chr4:127087140−127089140 Chr11:18342203−18344203 Chr16:10990988−10992988R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

rs652234

rs12067995

rs523306●

cg11063328

rs8048002

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

RCSD1 uc001gem.3RCSD1 uc010pli.2

HPS5 uc001mod.1HPS5 uc001moe.1HPS5 uc001mof.1

GTF2H1 uc001moh.2GTF2H1 uc001moi.2

GTF2H1 uc009yhm.2CIITA uc002dai.4CIITA uc002daj.4

CIITA uc002dak.4

promotor

Exon

knownGene(UCSC hg19)

5kb

Page 129: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg03447554

Chr11:43007961−43162203R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

43008961 43047022 43085082 43123143 43161203

rs1565251

rs10838000

rs1425853

rs10501294●

cg03447554

rs11037263

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

knownGene(UCSC hg19)

16kb

Page 130: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg13308137

Chr11:47418663−47874883R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

47419663 47533218 47646773 47760328 47873883

rs1534576

rs4237544●

cg13308137

rs7120548

rs10838739

rs7930612

rs6485788

●CpG

Main effect

No effect

Interaction effect

Interaction effect

TC11001737.hg.1 / ENST00000527426TC11000407.hg.1 / ENST00000354884

TC11001746.hg.1 / ENST00000302503 −1 0 1

r expression

Associatedtranscripts (HTA 2.0)

SLC39A13 uc001nfd.3SLC39A13 uc001nfe.1SLC39A13 uc001nff.4

PSMC3 uc001nfh.2RAPSN uc001nfi.2RAPSN uc001nfj.2RAPSN uc009yls.1

CELF1 uc001nfn.3CELF1 uc001nfp.3

CELF1 uc001nfk.2PTPMT1 uc001nfs.4PTPMT1 uc001nfu.4PTPMT1 uc001nfv.4NDUFS3 uc001nft.3

NDUFS3 uc001nga.2NDUFS3 uc010rhn.1

KBTBD4 uc001nfy.3KBTBD4 uc001nfz.3KBTBD4 uc001nfx.3

FAM180B uc001ngb.2C1QTNF4 uc001ngc.2

C1QTNF4 uc021qit.1MTCH2 uc010rho.2MTCH2 uc010rhp.2

AGBL2 uc001ngg.3AGBL2 uc001ngf.3

AGBL2 uc010rhq.1FNBP4 uc001ngj.3FNBP4 uc009ylv.3

FNBP4 uc001ngl.2NUP160 uc001ngm.3NUP160 uc009ylw.3NUP160 uc021qiu.1

Y_RNA uc021qiv.1

promotor

Exon

knownGene(UCSC hg19)

46kb

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17

0.57

0.01

0.73

0.63

0.29

0.07

0.17

0.05

0.06

0.56

0.09

0.01

0.05

0.06

0.12

0.47

16

0.27

0.38

0.33

0.54

0.14

0.02

0.09

0.1

0.27

0.03

0

0.11

0.1

0.07

0.23

15

0.06

0.05

0.19

0.05

0.15

0.5

0.53

0.05

0.33

0.04

0.05

0.03

0.01

0.04

14

0.86

0.21

0.1

0.17

0.06

0.06

0.62

0.08

0.01

0.08

0.02

0.14

0.53

13

0.28

0.12

0.12

0.02

0.03

0.64

0.05

0.01

0.1

0.02

0.17

0.56

12

0.25

0

0.09

0.08

0.29

0.12

0.05

0.27

0.18

0.08

0.24

11

0.43

0.08

0.07

0.1

0.08

0.02

0.86

0.13

0.05

0.08

10

0.21

0.2

0.18

0.25

0.04

0.39

0.27

0.02

0.16

9

0.89

0.04

0.54

0.01

0.07

0.03

0

0.04

8

0.07

0.61

0

0.07

0.04

0.01

0.07

7

0.1

0.01

0.13

0.06

0.23

0.87

6

0.01

0.11

0.08

0.01

0.05

5

0.01

0.01

0

0.02

4

0.12

0.05

0.13

3

0.01

0.06

2

0.22

1

0.021

0 1R2

cg04046629

Chr11:60759971−60826022R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

60760530 60776718 60792905 60809092 60825279

rs929230

rs2283263

rs7929471●

cg04046629

rs4939493

rs175112

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

CD6 uc001nqq.3CD6 uc001nqr.3CD6 uc001nqs.3

TRNA_Pseudo uc021qkd.1 promotor

Exon

knownGene(UCSC hg19)

7kb

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0.021

0 1R2

cg15531562

Chr11:65576516−65986168R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

65577516 65679429 65781342 65883255 65985168

rs10896050

rs7102454●

cg15531562

rs630303

rs659824

rs512421

●CpG

Main effect

No effect

Interaction effect

Interaction effect

TC11000645.hg.1 / ENST00000307886TC11003210.hg.1TC11001946.hg.1 / ENST00000307998

TC11001950.hg.1 / ENST00000312234TC11000650.hg.1 / ENST00000312175

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

SNX32 uc001ofr.3SNX32 uc009yqt.3SNX32 uc010rop.1

CFL1 uc001ofs.3CFL1 uc001oft.3

MUS81 uc001ofv.4MUS81 uc001ofx.4

EFEMP2 uc001ofy.4EFEMP2 uc001ofz.3

CTSW uc001ogc.1FIBP uc001ogd.3FIBP uc001oge.3FIBP uc010roq.1CCDC85B uc001ogf.3

FOSL1 uc001ogg.1FOSL1 uc010ros.1

C11orf68 uc001ogi.3C11orf68 uc009yqv.3

DRAP1 uc001ogj.2TSGA10IP uc001ogk.1TSGA10IP uc009yqw.1TSGA10IP uc009yqx.1

SART1 uc001ogl.3SART1 uc009yqy.1SART1 uc010rot.1

EIF1AD uc001ogm.2EIF1AD uc001ogn.2

EIF1AD uc021qlr.1BANF1 uc001ogo.3BANF1 uc001ogp.3AX747517 uc001ogq.1AX747517 uc001ogs.1

CST6 uc001ogr.3CATSPER1 uc001ogt.3

AX746604 uc001ogu.1GAL3ST3 uc001ogv.3GAL3ST3 uc001ogw.3

SF3B2 uc001ogx.1SF3B2 uc001ogy.1SF3B2 uc031qbn.1

PACS1 uc001ogz.1PACS1 uc001oha.2

promotor

Exon

knownGene(UCSC hg19)

41kb

Page 133: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg04592747

Chr8:70008214−70113933 Chr11:66034942−66036942R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

rs2912524

rs4348505

rs485219

rs683567

rs13267697●

cg04592747

●CpG

Main effect

No effect

Interaction effect

Interaction effect

Associatedtranscripts (HTA 2.0)

LOC100505718 uc003xyc.1TRNA_Pseudo uc022avp.1

KLC2 uc010rov.1KLC2 uc010row.1KLC2 uc001ohb.2

RAB1B uc001ohf.3promotor

Exon

knownGene(UCSC hg19)

12kb

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11

0

0.14

0

0.2

0.04

0.03

0.08

0.12

0.01

0.01

10

0

0.18

0.04

0.01

0.01

0.07

0.07

0.08

0.08

9

0.24

0.08

0.01

0.01

0.07

0.11

0.02

0.05

8

0.1

0.06

0.06

0.29

0.04

0.11

0.08

7

0.08

0.08

0.35

0.18

0.18

0.16

6

0.76

0

0.04

0.01

0.01

5

0.01

0.07

0.02

0.03

4

0.51

0.59

0.57

3

0.25

0.22

2

0.91

1

0.021

0 1R2

cg04827223

Chr11:72373037−72461155R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

72373496 72395161 72416826 72438491 72460155

rs11235559

rs341053

rs10898868

rs10898869●

cg04827223

rs7124056

rs4943997

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

PDE2A uc010rrc.2PDE2A uc010rrd.2PDE2A uc001osq.3

ARAP1 uc001osv.3ARAP1 uc001osu.3ARAP1 uc001oss.3

BC150585 uc009yti.1

promotor

Exon

knownGene(UCSC hg19)

9kb

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190.04

0.040.34

0.970.34

0.010.09

0.010.01

00.68

0.010.04

0.050.06

0.040.04

0.06

180.98

0.280.04

0.290.02

0.010.02

0.060.06

0.020.03

0.040.08

0.090.04

0.180.01

170.29

0.040.29

0.020.01

0.020.06

0.060.02

0.030.04

0.070.08

0.050.18

0.01

160.33

0.980.08

0.020.07

0.080.08

0.250.05

0.180.03

0.030

0.010.12

150.34

0.010.09

0.010.01

00.7

0.020.03

0.060.05

0.050.04

0.04

140.08

0.020.07

0.080.08

0.260.05

0.170.02

0.030

0.010.11

130

0.970.01

00.01

0.860.06

0.090.09

0.020.02

0.04

120

0.10.11

0.010

0.010.03

0.030.02

0.010

110.01

0.010.01

0.880.06

0.090.09

0.020.02

0.04

100.96

0.040.01

0.120.18

0.190.2

0.020.03

90.04

0.010.11

0.170.18

0.190.03

0.03

80.01

0.020.12

0.120.09

0.030.11

70.05

0.080.08

0.020.02

0.03

60.62

0.630.43

0.040.09

50.96

0.70.11

0

40.69

0.110

30.24

0

20

1

0.021

0 1R2

cg25314284

Chr11:80997251−81046482R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

80998251 81010059 81021867 81033675 81045482●

cg25314284

rs17141868

rs11232607

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

knownGene(UCSC hg19)

5kb

Page 136: static-content.springer.com10.1038/s41598-017...static-content.springer.com

190.76

0.450.29

0.450.02

0.080.97

0.010.21

0.270.51

0.410.49

0.410

0.060.24

0.01

180.59

0.220.59

0.120.11

0.740.01

0.230.33

0.640.46

0.380.36

0.060.04

0.170.07

170.14

0.990.07

0.120.43

0.070.43

0.550.76

0.260.22

0.230.04

0.020.1

0.12

160.14

00.02

0.290.02

0.250.1

0.140.38

0.460.15

00

0.010

150.07

0.120.44

0.070.43

0.560.78

0.260.22

0.240.04

0.020.11

0.12

140.01

0.020.01

0.010.02

0.060.02

0.010

0.280

0.010.5

130.08

0.080.07

0.070.02

0.060.04

0.030.01

0.010.02

0.01

120.01

0.190.26

0.510.38

0.480.43

0.010.05

0.260.02

110.03

0.040

0.050.07

0.050

0.220.02

0.01

100.29

0.510.64

0.530.03

0.080.06

0.060.07

90.52

0.170.15

0.580.02

0.020.08

0.07

80.35

0.290.2

0.050.03

0.150.14

70.83

0.140.13

0.10.04

0.02

60.24

00.1

0.030.01

50.04

0.020.14

0.01

40

00.4

30

0

20.01

1

0.021

0 1R2

cg01663953

Chr11:86122041−86184632R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

86123041 86138244 86153447 86168650 86183853

rs11234643●

cg01663953

rs4944580

rs2511082

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

CCDC81 uc001pbw.2CCDC81 uc001pbx.2CCDC81 uc001pby.2

ME3 uc009yvk.3ME3 uc001pca.3

ME3 uc010rtr.1promotor

Exon

knownGene(UCSC hg19)

7kb

Page 137: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg25724515

Chr11:131925464−131985267R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

131926464 131940987 131955509 131970031 131984553●

cg25724515

rs1547895

rs11533200

rs12223742

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

NTM uc001qgm.3NTM uc010sch.2NTM uc010sci.2knownGene

(UCSC hg19)

6kb

Page 138: static-content.springer.com10.1038/s41598-017...static-content.springer.com

180.07

0.040.03

0.370.01

0.010.02

0.020.01

0.010.02

0.010.01

0.010.02

0.060.05

170.03

0.040.57

0.050.12

0.140.14

0.040.11

0.140.1

0.110.09

0.150.02

0.03

160.36

0.290.01

0.620.09

0.090.01

0.620.09

0.630.62

0.670.09

0.360.32

150.34

0.170.69

0.010.01

0.050.69

0.010.67

0.690.62

0.020.32

0.37

140.05

0.460.11

0.110.03

0.450.11

0.440.45

0.40.11

0.270.31

130.12

0.350.35

00.12

0.350.11

0.120.13

0.360.18

0.17

120.26

0.260.04

0.980.26

0.970.98

0.910.26

0.620.67

111

0.010.26

0.990.24

0.260.27

0.970.41

0.38

100.01

0.260.99

0.240.26

0.270.97

0.410.38

90.03

0.010.04

0.030

0.010

0.05

80.27

0.981

0.920.26

0.630.69

70.25

0.270.28

0.980.41

0.38

60.98

0.910.24

0.620.67

50.92

0.260.63

0.69

40.27

0.680.6

30.42

0.39

20.92

1

0.021

0 1R2

cg12020590

Chr11:134502242−134533846R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

134503242 134510768 134518293 134525819 134533344

rs3019643

rs3019665●

cg12020590

rs1944876

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

knownGene(UCSC hg19)

4kb

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10

0.22

0.33

0.33

0.23

0.03

0.04

0.55

0.34

0.27

9

0.13

0.13

0.09

0.01

0.02

0.2

0.01

0.1

8

0.99

0.56

0.21

0.12

0.33

0.23

0.63

7

0.56

0.21

0.12

0.33

0.23

0.62

6

0.15

0.07

0.45

0.2

0.66

5

0.77

0.07

0.02

0.18

4

0.09

0.03

0.23

3

0.41

0.48

2

0.21

1

0.021

0 1R2

cg04012082

Chr12:1877392−1913526R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

1878154 1886747 1895340 1903933 1912526

rs12821401

rs12828908●

cg04012082

rs12823985

rs7300241

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

ADIPOR2 uc001qjm.3ADIPOR2 uc001qjn.3

CACNA2D4 uc021qsx.1CACNA2D4 uc009zds.2CACNA2D4 uc009zdr.2

promotor

Exon

knownGene(UCSC hg19)

4kb

Page 140: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg21224286

Chr12:1802521−1913526R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

1803521 1830773 1858024 1885275 1912526

rs2058035

rs11061935

rs11061962

rs4766415

rs12821401

rs12828908●

cg21224286

rs12823985

rs7300241

●CpG

Main effect

No effect

Interaction effect

Interaction effect

Associatedtranscripts (HTA 2.0)

ADIPOR2 uc001qjm.3ADIPOR2 uc001qjn.3

CACNA2D4 uc021qsx.1CACNA2D4 uc009zds.2CACNA2D4 uc009zdr.2

knownGene(UCSC hg19)

11kb

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10

0.63

0.45

0.28

0.06

0.07

0.03

0.03

0.03

0.18

9

0.17

0.05

0.12

0.13

0.06

0.06

0.06

0.22

8

0.69

0.08

0.08

0.07

0.07

0.07

0.36

7

0.08

0.07

0.06

0.06

0.06

0.22

6

0.98

0.73

0.72

0.73

0.02

5

0.74

0.73

0.74

0.02

4

0.99

1

0.07

3

0.99

0.07

2

0.06

1

0.021

0 1R2

cg10980102

Chr12:6152514−6170733R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

6153514 6157569 6161624 6165679 6169733

rs1063857

rs7954351●

cg10980102

rs10744696

rs4764482

●CpG

Main effect

No effect

Interaction effect

Interaction effect

Associatedtranscripts (HTA 2.0)

VWF uc001qnn.1VWF uc010set.1

knownGene(UCSC hg19)

2kb

Page 142: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg02873991

Chr12:25106130−25163703R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

25107130 25121024 25134917 25148810 25162703

rs10842439

rs1497262

rs2352739●

cg02873991

rs859145

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

C12orf77 uc001rgf.3C12orf77 uc031qgr.1

promotor

Exon

knownGene(UCSC hg19)

6kb

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17

0.82

1

0.52

0.38

0.51

0.18

0.17

0.92

0.04

0.83

0.84

0.17

0.11

0.18

0.36

0.91

16

0.82

0.42

0.54

0.41

0.2

0.13

0.78

0

0.87

0.87

0.13

0.1

0.13

0.44

0.79

15

0.51

0.38

0.51

0.18

0.17

0.91

0.04

0.82

0.83

0.17

0.11

0.18

0.36

0.9

14

0.09

1

0.45

0.21

0.52

0.04

0.44

0.45

0.22

0.12

0.22

0.1

0.51

13

0.09

0.39

0.09

0.38

0.03

0.48

0.47

0.09

0.15

0.09

0.84

0.39

12

0.45

0.21

0.52

0.04

0.44

0.44

0.22

0.12

0.22

0.1

0.51

11

0.06

0.2

0

0.23

0.23

0.06

0.11

0.06

0.45

0.22

10

0.18

0.02

0.14

0.14

0.97

0.01

0.98

0.13

0.17

9

0.07

0.85

0.85

0.17

0.12

0.18

0.37

0.97

8

0.02

0.01

0.02

0

0.02

0.05

0.05

7

0.99

0.14

0.1

0.14

0.51

0.86

6

0.14

0.1

0.15

0.51

0.87

5

0.02

0.99

0.13

0.17

4

0.02

0.16

0.11

3

0.13

0.17

2

0.39

1

0.021

0 1R2

cg03550075

Chr12:132191836−132279530R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

132192836 132214260 132235683 132257107 132278530

rs10444602

rs11246770

rs4964986

rs10794425

rs6598153●

cg03550075

rs10902450

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

SFSWAP uc001uja.2SFSWAP uc010tbn.2SFSWAP uc001ujb.1knownGene

(UCSC hg19)

9kb

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16

0.8

0.67

0.8

0.54

0.28

0.53

0.21

0.12

0.79

0.06

0.68

0.68

0.13

0.07

0.13

15

0.82

1

0.52

0.38

0.51

0.18

0.17

0.92

0.04

0.83

0.84

0.17

0.11

0.18

14

0.82

0.42

0.54

0.41

0.2

0.13

0.78

0

0.87

0.87

0.13

0.1

0.13

13

0.51

0.38

0.51

0.18

0.17

0.91

0.04

0.82

0.83

0.17

0.11

0.18

12

0.09

1

0.45

0.21

0.52

0.04

0.44

0.45

0.22

0.12

0.22

11

0.09

0.39

0.09

0.38

0.03

0.48

0.47

0.09

0.15

0.09

10

0.45

0.21

0.52

0.04

0.44

0.44

0.22

0.12

0.22

9

0.06

0.2

0

0.23

0.23

0.06

0.11

0.06

8

0.18

0.02

0.14

0.14

0.97

0.01

0.98

7

0.07

0.85

0.85

0.17

0.12

0.18

6

0.02

0.01

0.02

0

0.02

5

0.99

0.14

0.1

0.14

4

0.14

0.1

0.15

3

0.02

0.99

2

0.02

1

0.021

0 1R2

cg08693745

Chr12:132206534−132292061R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

132207135 132228117 132249098 132270080 132291061

rs11246771

rs1051219

rs6598153●

cg08693745

rs10751695

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

SFSWAP uc001uja.2SFSWAP uc010tbn.2

SFSWAP uc001ujb.1knownGene(UCSC hg19)

9kb

Page 145: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg20293942

Chr13:50442558−50722117R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

50443527 50512925 50582322 50651720 50721117

rs9526614●

cg20293942

rs2066593

●CpG

Main effect

No effect

Interaction effect

TC13000202.hg.1 / ENST00000298772TC13001088.hg.1

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

CTAGE10P uc001vdk.2SPRYD7 uc001vdl.2SPRYD7 uc001vdm.2SPRYD7 uc010tgm.1DLEU2 uc001vdn.1DLEU2 uc001vdo.1

DLEU2 uc001vdx.3MIR3613 uc021rjp.1TRIM13 uc001vdp.1TRIM13 uc001vdq.1TRIM13 uc001vdr.1

KCNRG uc001vdt.3KCNRG uc001vdu.3

MIR16−1 uc001vea.1DM119508 uc021rjr.1

DLEU1 uc001veg.1DLEU1 uc001vei.1

DLEU1 uc010ado.1

promotor

Exon

knownGene(UCSC hg19)

28kb

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2

0

1

0.021

0 1R2

cg00843117

Chr4:130599622−130601622 Chr5:115774542−115776542 Chr13:50801085−50803085R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

rs7691964

rs26592●

cg00843117

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

DLEU1 uc001veg.1DLEU1 uc001vei.1

DLEU1 uc010ado.1BCMS uc001vem.1

BCMS uc001vel.1BCMS uc001ven.1

promotor

Exon

knownGene(UCSC hg19)

3kb

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8

0.31

0.31

0.11

0.31

0.09

0.03

0.05

7

0.99

0.04

0.02

0.42

0.32

0.3

6

0.04

0.02

0.42

0.31

0.3

5

0.02

0.01

0.05

0.01

4

0.35

0.13

0.15

3

0.14

0.58

2

0.23

1

0.021

0 1R2

cg11462099

Chr13:113512682−113541512R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

113513306 113520108 113526909 113533711 113540512

rs10492684

rs4907464

rs1278769●

cg11462099

●CpG

Main effect

No effect

Interaction effect

TC13000413.hg.1TC13001312.hg.1

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

ATP11A uc001vsi.4ATP11A uc001vsj.4ATP11A uc010ago.3

AK025511 uc021rmp.1knownGene

(UCSC hg19)

3kb

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7

0.08

0.18

0.08

0

0.3

0.31

6

0.4

0.92

0.13

0.16

0.18

5

0.41

0.34

0.01

0.01

4

0.14

0.19

0.2

3

0.02

0.02

2

0.98

1

0.021

0 1R2

cg12537329

Chr13:113672695−113695840R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

113673695 113678982 113684268 113689554 113694840

rs2993300●

cg12537329

rs2993312

rs1537025

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

MCF2L uc010tjr.2MCF2L uc031qnk.1MCF2L uc010tjs.2knownGene

(UCSC hg19)

3kb

Page 149: static-content.springer.com10.1038/s41598-017...static-content.springer.com

13

0.12

0.08

0.07

0.1

0.25

0.08

0.44

0.24

0.24

0.14

0.02

0.01

12

0.72

0.02

0.02

0.08

0.66

0.03

0.01

0.01

0.04

0.07

0

11

0.02

0.02

0.14

0.91

0.09

0.01

0.01

0.04

0.15

0

10

0.83

0.02

0.02

0.09

0.01

0.01

0

0.04

0.05

9

0.03

0.02

0.09

0.01

0.02

0

0.06

0.06

8

0.16

0.19

0.43

0.44

0.07

0.08

0

7

0.09

0.01

0.01

0.03

0.16

0

6

0.22

0.22

0.22

0.04

0.06

5

0.98

0.02

0.07

0.06

4

0.03

0.07

0.06

3

0.1

0.23

2

0.15

1

0.021

0 1R2

cg16512163

Chr13:114872205−114938294R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

114873205 114889228 114905250 114921272 114937294

rs9314891●

cg16512163

rs2183244

rs2149773

rs6560933

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

RASA3 uc001vui.3RASA3 uc001vuj.3RASA3 uc010tkl.1 promotor

Exon

knownGene(UCSC hg19)

7kb

Page 150: static-content.springer.com10.1038/s41598-017...static-content.springer.com

6

0.05

0.82

0.24

0.19

0.06

5

0.06

0.08

0.01

0.11

4

0.27

0.2

0.07

3

0.27

0.6

2

0.45

1

0.021

0 1R2

cg26146732

Chr14:70689454−70748906R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

70690454 70704973 70719492 70734011 70748530●

cg26146732

rs9323533

rs10145919

rs12880065

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

ADAM21P1 uc010ttg.2

promotor

Exon

knownGene(UCSC hg19)

6kb

Page 151: static-content.springer.com10.1038/s41598-017...static-content.springer.com

10

0.05

0.82

0.24

0.19

0.06

0.01

0.17

0.04

0.06

9

0.06

0.08

0.01

0.11

0.01

0

0.29

0.1

8

0.27

0.2

0.07

0

0.18

0.05

0.08

7

0.27

0.6

0.02

0.27

0.11

0.58

6

0.45

0.11

0.88

0.11

0.41

5

0.04

0.4

0.17

0.9

4

0.11

0.02

0.04

3

0.09

0.47

2

0.18

1

0.021

0 1R2

cg21484985

Chr14:70657939−70748906R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

70658044 70680666 70703287 70725909 70748530

rs2332272●

cg21484985

rs9323533

rs10145919

rs12880065

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

ADAM21P1 uc010ttg.2

promotor

Exon

knownGene(UCSC hg19)

10kb

Page 152: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg08322580

Chr14:70657939−70846363R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

70658044 70705002 70751959 70798917 70845874

rs2332272

rs1559714●

cg08322580

rs9323533

rs12880065

rs17566989

●CpG

Main effect

No effect

Interaction effect

Interaction effect

Associatedtranscripts (HTA 2.0)

ADAM21P1 uc010ttg.2COX16 uc001xmb.3

COX16 uc021rvl.1SYNJ2BP−COX16 uc021rvm.1SYNJ2BP−COX16 uc021rvn.1SYNJ2BP−COX16 uc021rvo.1

U2 uc021rvp.1SYNJ2BP uc001xmc.4

promotor

Exon

knownGene(UCSC hg19)

19kb

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13

0.01

0.32

0.23

0.01

0.02

0.31

0.13

0.15

0.33

0.02

0.02

0.03

12

0.03

0.03

0.72

0.02

0.04

0.13

0.15

0

0.04

0.15

0.12

11

0.67

0.03

0.56

0.98

0

0.01

0.1

0.02

0.01

0.01

10

0.03

0.36

0.66

0.05

0

0.07

0

0.02

0

9

0.02

0.03

0.11

0.13

0

0.02

0.1

0.08

8

0.55

0.06

0.05

0.01

0

0.05

0

7

0

0.01

0.12

0.02

0.01

0.01

6

0.7

0.03

0.05

0.41

0.01

5

0.05

0.16

0.57

0.04

4

0.02

0.02

0.01

3

0.18

0.34

2

0.08

1

0.021

0 1R2

cg23950756

Chr14:90972750−91055072R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

90973750 90993831 91013911 91033992 91054072

rs1297787

rs1294540●

cg23950756

rs1294564

rs1006117

rs1286474

●CpG

Main effect

No effect

Interaction effect

Interaction effect

Associatedtranscripts (HTA 2.0)

TTC7B uc001xyo.3TTC7B uc001xyp.3TTC7B uc010ats.3 promotor

Exon

knownGene(UCSC hg19)

9kb

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9

0.11

0.11

0.05

0.05

0.05

0.01

0.02

0.02

8

0.99

0.34

0.34

0.34

0.01

0.25

0.16

7

0.34

0.34

0.34

0.01

0.25

0.16

6

1

0.98

0.01

0.66

0.56

5

0.99

0.01

0.67

0.56

4

0.01

0.66

0.55

3

0.01

0.01

2

0.73

1

0.021

0 1R2

cg18416503

Chr14:93437821−93495030R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

93438821 93452741 93466661 93480581 93494500

rs4905017

rs8005216

rs4905030●

cg18416503

rs12587868

●CpG

Main effect

No effect

Interaction effect

Interaction effect

Associatedtranscripts (HTA 2.0)

ITPK1 uc001ybe.2ITPK1 uc001ybg.3ITPK1 uc001ybh.3knownGene

(UCSC hg19)

6kb

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6

0.96

0.06

0.15

0.18

0.15

5

0.06

0.16

0.2

0.15

4

0.02

0.05

0.02

3

0.18

0.62

2

0.22

1

0.021

0 1R2

cg13019568

Chr14:95819298−95836758R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

95820298 95824322 95828345 95832368 95836391

rs8010752●

cg13019568

rs8017312

rs1187718

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

knownGene(UCSC hg19)

2kb

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6

0.96

0.06

0.15

0.18

0.15

5

0.06

0.16

0.2

0.15

4

0.02

0.05

0.02

3

0.18

0.62

2

0.22

1

0.021

0 1R2

cg05369327

Chr14:95819298−95836758R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

95820298 95824322 95828345 95832368 95836391

rs8010752●

cg05369327

rs8017312

rs1187718

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

knownGene(UCSC hg19)

2kb

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6

0.96

0.06

0.15

0.18

0.15

5

0.06

0.16

0.2

0.15

4

0.02

0.05

0.02

3

0.18

0.62

2

0.22

1

0.021

0 1R2

cg14228933

Chr14:95819298−95838865R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

95820298 95824690 95829082 95833474 95837865

rs8010752

rs8017312

rs1187718●

cg14228933

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

knownGene(UCSC hg19)

2kb

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10

0.17

0.16

0.16

0.05

0.16

0

0

0.01

0

9

0.98

0.98

0.3

0.98

0.01

0.01

0.01

0

8

1

0.31

1

0.01

0.01

0.01

0

7

0.31

1

0.01

0.01

0.01

0

6

0.31

0.01

0.01

0.01

0

5

0.01

0.01

0.01

0

4

1

0

0

3

0

0

2

0

1

0.021

0 1R2

cg10784720

Chr2:115984658−115986658Chr7:7249449−7251449Chr12:20650594−20652594 Chr14:106915597−106989024R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

rs12991531

rs7780273

rs6487097●

cg10784720

rs12885997

rs11847718

rs41480349

●CpG

Main effect

No effect

Interaction effect

Interaction effect

Associatedtranscripts (HTA 2.0)

DPP10 uc002tla.2DPP10 uc002tlb.2DPP10 uc002tlc.2

C1GALT1 uc003srb.3C1GALT1 uc010ktm.1

PDE3A uc001reh.2abParts uc031qqx.1

LINC00221 uc001ysy.2

promotor

Exon

knownGene(UCSC hg19)

11kb

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13

0.99

0.99

0.7

0.17

0.17

0.06

0.17

0.05

0.04

0.04

0.17

0.06

12

1

0.72

0.18

0.18

0.07

0.18

0.05

0.04

0.04

0.18

0.07

11

0.72

0.18

0.18

0.07

0.18

0.05

0.04

0.04

0.18

0.07

10

0.22

0.21

0.11

0.22

0.08

0.08

0.08

0.23

0.06

9

0.99

0.43

0.98

0.33

0.2

0.2

0.01

0.13

8

0.44

0.97

0.33

0.2

0.2

0.01

0.13

7

0.43

0.73

0.51

0.51

0.28

0.03

6

0.34

0.2

0.2

0.01

0.14

5

0.69

0.68

0.21

0.14

4

0.98

0.33

0.14

3

0.34

0.14

2

0.26

1

0.021

0 1R2

cg02313495

Chr15:40386971−40479577R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

40387971 40410623 40433274 40455926 40478577

rs11637681

rs11858141●

cg02313495

rs537455

rs11634065

rs3759843

rs12148261

●CpG

Main effect

No effect

Interaction effect

Interaction effect

Associatedtranscripts (HTA 2.0)

BMF uc001zku.4BMF uc001zkw.4

BMF uc001zkv.4BUB1B uc001zkx.4

BUB1B uc010ucl.1promotor

Exon

knownGene(UCSC hg19)

10kb

Page 160: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg17728600

Chr15:77390603−77853897R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

77391603 77506927 77622250 77737574 77852897

rs12899474

rs12910419

rs12911362

rs17394732●

cg17728600

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

PEAK1 uc021sqy.1PEAK1 uc002bcn.2AX747193 uc021sqz.1

LINC00597 uc002bcp.4HMG20A uc002bcq.1HMG20A uc002bcr.3HMG20A uc002bcs.3

AK025664 uc021sra.1

promotor

Exon

knownGene(UCSC hg19)

47kb

Page 161: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg02196730

Chr15:80106090−80200249R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

80107090 80130130 80153170 80176210 80199249

rs16971376

rs16971450●

cg02196730

rs8030396

●CpG

Main effect

No effect

Interaction effect

TC15002781.hg.1 / ENST00000478497

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

U6 uc021sro.1MTHFS uc002bex.4MTHFS uc021srp.1MTHFS uc021srq.1

ST20−MTHFS uc021srr.1AK054972 uc002bey.3

ST20 uc002bfa.4ST20 uc021sru.1ST20 uc021srs.1

promotor

Exon

knownGene(UCSC hg19)

10kb

Page 162: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg25846076

Chr15:86232851−86333964R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

86233009 86257998 86282987 86307976 86332964

rs338553

rs12913266

rs2614658

rs8041288●

cg25846076

rs2946365

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

AKAP13 uc002blu.2AKAP13 uc002blv.2AKAP13 uc031qtl.1

KLHL25 uc002bly.3KLHL25 uc021stw.1

MIR1276 uc021stx.1promotor

Exon

knownGene(UCSC hg19)

10kb

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12

0.09

0.27

0

0.01

0.03

0.05

0.03

0

0.03

0.03

0.06

11

0.01

0.01

0.01

0.01

0

0.01

0.06

0

0.02

0.03

10

0

0.02

0.02

0.13

0.11

0.01

0.03

0.02

0.04

9

0

0.01

0

0

0

0

0

0.01

8

0.12

0.09

0.2

0.03

0.05

0

0.06

7

0.38

0.3

0.11

0.53

0.55

0.39

6

0

0.04

0.26

0.28

0.11

5

0.06

0.22

0.16

0.07

4

0.06

0.09

0.06

3

0.44

0.33

2

0.73

1

0.021

0 1R2

cg00101154

Chr16:359303−512183R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

360303 398023 435743 473463 511183

rs3842949

rs7195617

rs11649268

rs3848368●

cg00101154

rs743961

rs3743898

●CpG

Main effect

No effect

Interaction effect

Interaction effect

TC16000727.hg.1 / ENST00000250930TC16000726.hg.1 / ENST00000389675

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

LUC7L uc021szo.1AXIN1 uc002cgp.2AXIN1 uc002cgq.2

MRPL28 uc002cgs.2TMEM8A uc002cgu.4TMEM8A uc002cgv.4

LOC100134368 uc002cgw.1RPL2B uc002cgx.3

NME4 uc021szp.1NME4 uc002cgz.3

DECR2 uc002chb.3DECR2 uc002chc.3DECR2 uc002chd.3

RAB11FIP3 uc002chf.3

promotor

Exon

knownGene(UCSC hg19)

16kb

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11

0.09

0.27

0

0.01

0.03

0.05

0.03

0

0.03

0.03

10

0.01

0.01

0.01

0.01

0

0.01

0.06

0

0.02

9

0

0.02

0.02

0.13

0.11

0.01

0.03

0.02

8

0

0.01

0

0

0

0

0

7

0.12

0.09

0.2

0.03

0.05

0

6

0.38

0.3

0.11

0.53

0.55

5

0

0.04

0.26

0.28

4

0.06

0.22

0.16

3

0.06

0.09

2

0.44

1

0.021

0 1R2

cg12437481

Chr16:368413−512183R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

369413 404856 440298 475741 511183

rs8064205

rs7195617

rs2885415

rs11649268

rs3848368●

cg12437481

rs743961

rs3743898

●CpG

Main effect

No effect

Interaction effect

Interaction effect

TC16000726.hg.1 / ENST00000389675TC16000727.hg.1 / ENST00000250930

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

LUC7L uc021szo.1AXIN1 uc002cgp.2AXIN1 uc002cgq.2

MRPL28 uc002cgs.2TMEM8A uc002cgu.4TMEM8A uc002cgv.4

LOC100134368 uc002cgw.1RPL2B uc002cgx.3

NME4 uc021szp.1NME4 uc002cgz.3

DECR2 uc002chb.3DECR2 uc002chc.3DECR2 uc002chd.3

RAB11FIP3 uc002chf.3

promotor

Exon

knownGene(UCSC hg19)

15kb

Page 165: static-content.springer.com10.1038/s41598-017...static-content.springer.com

180.04

0.10.04

0.080.02

0.130.06

00.07

0.130.02

0.020.06

0.020

0.050.02

170.3

0.020.04

0.020

0.010.01

0.020.04

0.070.07

0.030.03

0.040.01

0.03

160.03

0.010.03

00.02

00.03

00.04

0.040.01

0.030.01

0.020

150.1

0.020.02

0.010.01

0.020.05

0.020.02

0.020

0.010.01

0.01

140.15

0.180.11

0.030.09

0.390.21

0.210.1

0.090.3

0.080.13

130.05

0.030

0.020.09

0.060.06

0.030.45

0.270.02

0.02

120.59

0.010.28

0.310.09

0.090.23

0.080.11

0.510.03

110.01

0.010.17

0.250.25

0.460.05

0.060.86

0.02

100

0.010.01

0.010.01

0.010.01

0.010

90.09

0.030.03

0.020.01

0.010.01

0.01

80.64

0.640.39

0.010.01

0.150.22

71

0.390

0.010.24

0.22

60.39

00.01

0.240.22

50.02

0.040.41

0.01

40.25

0.050.05

30.07

0.35

20.02

1

0.021

0 1R2

cg07957035

Chr16:49601130−49657098R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

49601768 49615351 49628933 49642516 49656098

rs11640355

rs7187662

rs12923113

rs1420683●

cg07957035

rs4490001

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

ZNF423 uc010vgn.3ZNF423 uc031qwd.1ZNF423 uc031qwe.1knownGene

(UCSC hg19)

6kb

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13

0.4

0.18

0.43

0.09

0.01

0.03

0.19

0

0.24

0.07

0.43

0.31

12

0.51

0.95

0.06

0.25

0.03

0.08

0.24

0.12

0.1

0.16

0.19

11

0.53

0.09

0.52

0.02

0.11

0.5

0.22

0.13

0

0

10

0.06

0.27

0.03

0.08

0.26

0.12

0.09

0.2

0.23

9

0.02

0

0.01

0.02

0.37

0.01

0.18

0.14

8

0.01

0.06

0.95

0.07

0.27

0.09

0.15

7

0.01

0.01

0

0

0.01

0.08

6

0.07

0.02

0.01

0.44

0.3

5

0.07

0.26

0.1

0.15

4

0.03

0.21

0.25

3

0.03

0.04

2

0.7

1

0.021

0 1R2

cg04811706

Chr16:55681999−55707499R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

55682999 55689063 55695127 55701191 55707254

rs11645905●

cg04811706

rs17247999

rs13333066

rs187714

●CpG

Main effect

No effect

Interaction effect

Interaction effect

Associatedtranscripts (HTA 2.0)

SLC6A2 uc021tio.1SLC6A2 uc002eif.3

SLC6A2 uc002eig.3 promotor

Exon

knownGene(UCSC hg19)

3kb

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3

0.97

0.96

2

0.98

1

0.021

0 1R2

cg00158530

Chr16:69958988−69969367R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

69959988 69962083 69964178 69966273 69968367

rs904807●

cg00158530

rs8048590

●CpG

Main effect

No effect

Interaction effect

TC16000571.hg.1 / ENST00000356003

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

WWP2 uc002exu.2WWP2 uc002exv.2WWP2 uc010vlm.2

MIR140 uc002exx.1knownGene

(UCSC hg19)

2kb

Page 168: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg00443946

Chr16:86369962−86396647R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

86370962 86377362 86383762 86390162 86396562●

cg00443946

rs2581300

rs2581303

rs1687632

rs41362847

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

LINC00917 uc002fjj.2LINC00917 uc010chr.2

LINC00917 uc010von.1 promotor

Exon

knownGene(UCSC hg19)

3kb

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11

0.1

0.77

0.07

0.04

0.04

0.13

0.02

0.02

0.02

0.01

10

0.11

0.52

0.55

0.44

0.57

0.06

0.01

0.05

0.01

9

0.09

0.04

0.04

0.16

0.02

0.03

0.05

0.01

8

0.47

0.25

0.25

0.2

0.1

0.15

0

7

0.58

0.35

0.1

0.04

0.12

0

6

0.27

0.02

0

0.16

0

5

0.08

0.06

0.02

0

4

0.48

0.02

0

3

0.04

0

2

0.13

1

0.021

0 1R2

cg10330187

Chr16:88608326−88676177R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

88609326 88625793 88642260 88658727 88675194

rs899737

rs11076678

rs9935402●

cg10330187

rs9932685

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

C16orf85 uc010vox.1ZC3H18 uc002fky.3ZC3H18 uc010voz.2ZC3H18 uc010voy.1 promotor

Exon

knownGene(UCSC hg19)

7kb

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4

0.72

0.11

0.02

3

0.01

0.09

2

0.21

1

0.021

0 1R2

cg26955290

Chr17:6981444−7023290R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

6982444 6992406 7002367 7012329 7022290

rs444207

rs10521152●

cg26955290

rs12951306

rs4796383

●CpG

Main effect

No effect

Interaction effect

TC17001075.hg.1 / ENST00000254850

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

CLEC10A uc002gej.3CLEC10A uc002gek.3CLEC10A uc010clv.2

ASGR2 uc002geo.2ASGR2 uc002gep.3

ASGR2 uc010vtl.1promotor

Exon

knownGene(UCSC hg19)

4kb

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2

0

1

0.021

0 1R2

cg19437868

Chr4:140828147−140830147 Chr12:77696923−77698923 Chr17:7975285−7977285R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

rs17051003

rs10858665●

cg19437868

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

MAML3 uc011chd.1MAML3 uc021xsg.1

ALOX12B uc002gjy.1 promotor

Exon

knownGene(UCSC hg19)

3kb

Page 172: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg01787735

Chr17:16689169−16691169 Chr17:18108328−18563720R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

cg01787735

rs2124370

rs8065874

rs7222009

rs4441330

●CpG

Main effect

No effect

Interaction effect

TC17002871.hg.1TC17002079.hg.1

TC17001223.hg.1 / ENST00000392176TC17002892.hg.1 / ENST00000285176

TC17002532.hg.1TC17001201.hg.1 / ENST00000316694

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

USP32P1 uc010cpj.1USP32P1 uc010cpk.1USP32P1 uc010vwq.1

ALKBH5 uc010cpw.3LLGL1 uc002gsp.3

FLII uc002gsr.2FLII uc010vxn.2FLII uc010vxo.2

DQ596932 uc010vxp.1SMCR7 uc002gst.3SMCR7 uc002gsu.3SMCR7 uc010vxq.2

TOP3A uc002gsx.1TOP3A uc010vxs.1

TOP3A uc010cqa.1SMCR8 uc002gsy.4

SHMT1 uc002gta.3SHMT1 uc002gtb.3SHMT1 uc010vxt.2

AX747021 uc002gtc.1EVPLL uc002gte.3DQ571055 uc021trn.1DQ570768 uc021tro.1DQ576083 uc002gtg.1DQ585755 uc002gth.2DQ595911 uc002gti.3

DQ578124 uc010vxv.2DQ579248 uc002gtj.3DQ592713 uc002gtk.1DQ586114 uc021trp.1DQ595299 uc021trq.1DQ585853 uc021trr.1DQ593368 uc021trs.1DQ578661 uc021trt.1

DQ573130 uc002gto.3DQ579174 uc021tru.1DQ572309 uc002gtp.3DQ592578 uc021trv.1DQ586004 uc021trw.1DQ584883 uc010vxx.1

AX748015 uc002gtt.1BC040601 uc010vxy.2LOC339240 uc002gtv.3

AK296148 uc010vxz.2

promotor

Exon

knownGene(UCSC hg19)

47kb

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16

0.01

0.4

0.01

0.32

0.02

0.31

0.01

0.01

0.01

0.01

0.03

0.01

0.22

0.01

0.01

15

0

0.01

0.05

0

0.02

0.01

0.01

0

0.01

0.26

0.01

0.02

0.01

0

14

0.01

0.76

0.06

0.18

0

0

0.06

0

0.01

0

0.24

0

0.06

13

0.04

0

0.04

0.11

0.11

0.01

0.1

0.01

0.1

0.05

0.1

0.01

12

0.07

0.22

0.01

0.01

0.06

0.01

0.04

0.01

0.29

0.01

0.06

11

0.05

0.02

0.02

0.01

0.02

0.01

0.02

0.06

0.02

0

10

0.43

0.43

0.02

0.42

0.09

0.39

0.78

0.38

0.01

9

1

0.01

0.97

0.04

0.93

0.37

0.93

0.01

8

0.01

0.97

0.04

0.93

0.37

0.93

0.01

7

0.01

0

0.01

0.06

0.01

0.95

6

0.04

0.96

0.36

0.95

0.01

5

0.04

0.1

0.04

0.01

4

0.38

0.99

0.01

3

0.38

0.06

2

0.01

1

0.021

0 1R2

cg08471713

Chr17:41702554−41758610R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

41703554 41717179 41730803 41744427 41758051

rs8064916

rs16940067

rs8081000●

cg08471713

rs8070993

rs16940093

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

MEOX1 uc002idz.3MEOX1 uc002iea.3MEOX1 uc002ieb.3 promotor

Exon

knownGene(UCSC hg19)

6kb

Page 174: static-content.springer.com10.1038/s41598-017...static-content.springer.com

0.021

0 1R2

cg08496953

Chr17:42732527−42968295R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

42733527 42791969 42850411 42908853 42967295●

cg08496953

rs4369727

rs17745948

rs7210042

●CpG

Main effect

No effect

Interaction effect

TC17002227.hg.1TC17000573.hg.1 / ENST00000315005

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

C17orf104 uc002iha.3C17orf104 uc010wja.1

C17orf104 uc002igz.3CCDC43 uc002ihc.2CCDC43 uc010czw.1

CCDC43 uc021tye.1DBF4B uc002ihf.3

DBF4B uc010wjc.2DBF4B uc002ihe.3

ADAM11 uc002ihh.3ADAM11 uc010wjd.2

ADAM11 uc002ihi.3GJC1 uc002ihl.3GJC1 uc002ihk.3GJC1 uc002ihj.3

HIGD1B uc031rau.1HIGD1B uc002ihm.4

EFTUD2 uc002ihn.2EFTUD2 uc010wje.1EFTUD2 uc010wjf.1

promotor

Exon

knownGene(UCSC hg19)

24kb

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7

0.19

0.41

0.04

0.4

0.04

0

6

0.08

0.12

0.09

0.1

0

5

0.08

0.86

0.07

0

4

0.07

0.98

0

3

0.08

0

2

0

1

0.021

0 1R2

cg27123423

Chr17:62970335−62982333 Chr17:66252095−66273177R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

cg27123423

rs17685439

rs7105

rs2362727

rs7210814

rs8080714

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

AMZ2P1 uc002jfa.3AMZ2P1 uc002jfb.3AMZ2P1 uc010del.2

AMZ2 uc002jgr.1AMZ2 uc002jgs.1AMZ2 uc002jgt.1

ARSG uc002jhc.2SLC16A6 uc002jgz.2SLC16A6 uc002jha.2

promotor

Exon

knownGene(UCSC hg19)

5kb

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4

0

0

0

3

0

0

2

0

1

0.021

0 1R2

cg25442652

Chr2:76099564−76101564 Chr4:112437430−112439430 Chr14:99811577−99813577 Chr17:80620718−80622718R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

rs6755718

rs10004952

rs906933●

cg25442652

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

RAB40B uc002kfs.3RAB40B uc002kft.3

promotor

Exon

knownGene(UCSC hg19)

4kb

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16

0.12

0.43

0.13

0.47

0.47

0.47

0.22

0.13

0.06

0.02

0.23

0.23

0.05

0.37

0.34

15

0.3

0.17

0.26

0.26

0.26

0.01

0.17

0.09

0.1

0.02

0.02

0.43

0.01

0

14

0.28

0.93

0.93

0.92

0.56

0.28

0.22

0.04

0.58

0.57

0.15

0.15

0.19

13

0.27

0.28

0.27

0.48

0.97

0.04

0.01

0.48

0.48

0.06

0.26

0.29

12

0.98

0.97

0.52

0.27

0.16

0.04

0.55

0.54

0.13

0.17

0.16

11

0.98

0.54

0.28

0.16

0.04

0.54

0.54

0.13

0.18

0.16

10

0.53

0.28

0.15

0.04

0.54

0.54

0.13

0.19

0.17

9

0.5

0.13

0.08

0.97

0.95

0.22

0.48

0.52

8

0.05

0.01

0.5

0.49

0.06

0.27

0.3

7

0.01

0.13

0.13

0.05

0.1

0.06

6

0.08

0.08

0.22

0.05

0.05

5

0.98

0.23

0.49

0.55

4

0.22

0.51

0.56

3

0.1

0.12

2

0.92

1

0.021

0 1R2

cg10935494

Chr17:80714054−80835447R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

80714899 80744786 80774673 80804560 80834447

rs2451214●

cg10935494

rs12945629

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

TBCD uc002kfx.1TBCD uc002kfy.1TBCD uc002kfz.3

ZNF750 uc002kga.3knownGene

(UCSC hg19)

12kb

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10

0.06

0.23

0.75

0.36

0.37

0.02

0.35

0.09

0.83

9

0.19

0.05

0.2

0.21

0.43

0.2

0.08

0.03

8

0.26

0.03

0.03

0.08

0.02

0.47

0.21

7

0.5

0.5

0.02

0.48

0.12

0.71

6

0.99

0.11

0.96

0.3

0.45

5

0.11

0.96

0.29

0.45

4

0.11

0.05

0.02

3

0.3

0.43

2

0.12

1

0.021

0 1R2

cg25413575

Chr17:80833447−80903411R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

80834447 80851438 80868429 80885420 80902411

rs12945629●

cg25413575

rs1127986

rs12940475

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

TBCD uc002kfz.3TBCD uc002kfy.1

TBCD uc002kgd.3B3GNTL1 uc002kge.1

B3GNTL1 uc002kgf.1B3GNTL1 uc002kgg.1

knownGene(UCSC hg19)

7kb

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13

0.06

0.17

0.6

0.26

0.59

0.07

0.17

0.02

0.06

0.01

0.13

0.14

12

0.05

0.05

0

0.05

0.05

0

0.38

0.06

0

0.04

0

11

0.08

0

0.08

0.08

0

0.03

0.07

0.01

0.01

0.02

10

0.54

0.98

0.07

0.34

0.03

0.06

0.03

0.32

0.19

9

0.53

0.13

0.49

0.05

0.13

0.01

0.16

0.07

8

0.07

0.34

0.03

0.07

0.03

0.32

0.18

7

0.12

0.01

0.91

0.01

0.02

0.05

6

0.01

0.11

0.07

0.2

0.05

5

0.01

0

0.01

0.01

4

0.01

0.03

0.03

3

0.02

0.13

2

0.1

1

0.021

0 1R2

cg24258439

Chr18:60030184−60058341R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

60030587 60037276 60043964 60050653 60057341

rs17069901

rs8089829

rs4426449●

cg24258439

rs17665435

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

TNFRSF11A uc002lin.4TNFRSF11A uc010dpv.4TNFRSF11A uc031rim.1knownGene

(UCSC hg19)

3kb

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0.99

0.07

0.03

0.14

0.16

5

0.07

0.03

0.14

0.16

4

0.1

0.03

0.16

3

0.07

0.55

2

0.19

1

0.021

0 1R2

cg19560656

Chr19:14409014−14452948R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

14410014 14420498 14430981 14441465 14451948

rs11672794

rs8108124●

cg19560656

rs4926111

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

BC011648 uc002myk.3

promotor

Exon

knownGene(UCSC hg19)

5kb

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0.04

0.58

0.05

0.01

0.05

0.03

0.05

0.09

0.05

0.01

0.09

0.06

0.06

0.06

0.07

15

0.06

0.05

0.22

0.05

0.01

0.05

0

0.01

0.01

0.01

0.07

0.07

0.07

0.01

14

0.08

0.01

0.08

0.03

0.08

0.15

0.08

0.01

0.11

0.04

0.04

0.04

0.06

13

0.01

1

0.03

1

0.5

0.55

0.02

0

0.03

0.03

0.03

0.04

12

0.01

0.01

0.01

0.03

0.01

0.01

0

0.03

0.03

0.03

0.01

11

0.03

1

0.5

0.55

0.03

0

0.03

0.03

0.03

0.04

10

0.03

0.11

0.02

0.09

0.01

0.02

0.02

0.03

0.02

9

0.49

0.55

0.02

0

0.03

0.03

0.03

0.04

8

0.61

0.06

0.01

0.02

0.02

0.02

0.01

7

0.03

0.05

0.12

0.12

0.12

0.06

6

0.03

0.07

0.07

0.07

0.05

5

0.45

0.45

0.45

0.32

4

1

0.99

0.79

3

1

0.79

2

0.79

1

0.021

0 1R2

cg08551532

Chr19:39913748−40062294R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

39914748 39951385 39988021 40024658 40061294

rs31726

rs4803238●

cg08551532

rs4802035

rs1433110

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

PLEKHG2 uc010xuz.2PLEKHG2 uc010xuy.2

PLEKHG2 uc010xva.2RPS16 uc002olk.3RPS16 uc002oll.3RPS16 uc002olm.3

SUPT5H uc002oln.4SUPT5H uc002olo.4SUPT5H uc002olp.4

TIMM50 uc002olt.2TIMM50 uc002olu.1

TIMM50 uc002olv.1DLL3 uc002olw.2DLL3 uc002olx.2

DLL3 uc010egq.3SELV uc021uum.1

EID2B uc002olz.1EID2 uc002oma.3

promotor

Exon

knownGene(UCSC hg19)

15kb

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0.04

0.58

0.05

0.01

0.05

0.03

0.05

0.09

0.05

0.01

0.09

0.06

0.06

0.06

0.07

15

0.06

0.05

0.22

0.05

0.01

0.05

0

0.01

0.01

0.01

0.07

0.07

0.07

0.01

14

0.08

0.01

0.08

0.03

0.08

0.15

0.08

0.01

0.11

0.04

0.04

0.04

0.06

13

0.01

1

0.03

1

0.5

0.55

0.02

0

0.03

0.03

0.03

0.04

12

0.01

0.01

0.01

0.03

0.01

0.01

0

0.03

0.03

0.03

0.01

11

0.03

1

0.5

0.55

0.03

0

0.03

0.03

0.03

0.04

10

0.03

0.11

0.02

0.09

0.01

0.02

0.02

0.03

0.02

9

0.49

0.55

0.02

0

0.03

0.03

0.03

0.04

8

0.61

0.06

0.01

0.02

0.02

0.02

0.01

7

0.03

0.05

0.12

0.12

0.12

0.06

6

0.03

0.07

0.07

0.07

0.05

5

0.45

0.45

0.45

0.32

4

1

0.99

0.79

3

1

0.79

2

0.79

1

0.021

0 1R2

cg03807316

Chr19:39913748−40062294R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

39914748 39951385 39988021 40024658 40061294

rs31726

rs4803238●

cg03807316

rs4802035

rs1433110

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

PLEKHG2 uc010xuz.2PLEKHG2 uc010xuy.2

PLEKHG2 uc010xva.2RPS16 uc002olk.3RPS16 uc002oll.3RPS16 uc002olm.3

SUPT5H uc002oln.4SUPT5H uc002olo.4SUPT5H uc002olp.4

TIMM50 uc002olt.2TIMM50 uc002olu.1

TIMM50 uc002olv.1DLL3 uc002olw.2DLL3 uc002olx.2

DLL3 uc010egq.3SELV uc021uum.1

EID2B uc002olz.1EID2 uc002oma.3

promotor

Exon

knownGene(UCSC hg19)

15kb

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8

0

0

0

0.03

0.17

0.18

0.14

7

1

1

0.02

0.02

0.02

0.03

6

1

0.02

0.02

0.02

0.03

5

0.02

0.02

0.02

0.03

4

0.07

0.07

0.16

3

0.97

0.71

2

0.73

1

0.021

0 1R2

cg26466157

Chr19:46925667−46960007R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

46926667 46934752 46942837 46950922 46959007

rs11083825●

cg26466157

rs371657

rs4803953

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

knownGene(UCSC hg19)

4kb

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13

0.25

0.24

0.25

0.19

0.18

0.2

0.19

0.19

0.34

0.19

0.18

0.17

12

0.06

0.24

0.1

0.11

0.11

0.11

0.11

0.01

0.12

0.11

0.11

11

0.06

0.05

0.05

0.05

0.05

0.05

0.09

0.05

0.05

0.04

10

0.01

0.01

0.01

0.01

0.01

0.22

0.01

0.01

0.01

9

0.91

0.94

0.91

0.9

0.47

0.93

0.88

0.76

8

0.94

0.91

0.9

0.46

0.95

0.9

0.79

7

0.94

0.93

0.5

0.97

0.91

0.78

6

0.99

0.52

0.96

0.96

0.78

5

0.52

0.95

0.95

0.78

4

0.5

0.49

0.41

3

0.93

0.81

2

0.79

1

0.021

0 1R2

cg15028160

Chr9:136875021−136930046 Chr19:49621717−49623717R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

rs441233

rs465724

rs736902●

cg15028160

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

LINC00094 uc004ceu.3BRD3 uc004cew.3

BRD3 uc004cex.2LIN7B uc002pmp.3

C19orf73 uc002pmq.4PPFIA3 uc002pmr.3PPFIA3 uc010yai.2

promotor

Exon

knownGene(UCSC hg19)

7kb

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0.99

0.16

0.04

0.1

0.1

0.27

0.01

0.04

0.5

9

0.16

0.04

0.1

0.1

0.27

0.01

0.04

0.5

8

0.38

0.45

0.45

0.33

0.54

0.39

0.01

7

0.02

0.02

0.16

0.39

1

0.04

6

1

0.12

0.11

0.02

0

5

0.12

0.11

0.02

0

4

0.33

0.16

0.27

3

0.4

0.14

2

0.04

1

0.021

0 1R2

cg16140273

Chr21:30389557−30471512R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

30390557 30410546 30430535 30450524 30470512

rs11700764

rs2832153●

cg16140273

rs1571680

rs2832173

●CpG

Main effect

No effect

Interaction effect

TC21000353.hg.1 / ENST00000286788TC21000352.hg.1 / ENST00000486719

−1 0 1

r expression

Associatedtranscripts (HTA 2.0)

RWDD2B uc002yms.3USP16 uc002ymw.3USP16 uc002ymx.3USP16 uc002ymy.3

CCT8 uc002ynb.3CCT8 uc011acq.2CCT8 uc002yna.3

MAP3K7CL uc002ynd.3MAP3K7CL uc002yne.3MAP3K7CL uc010gln.3

promotor

Exon

knownGene(UCSC hg19)

8kb

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0.58

0.04

0.04

0.02

0.48

0.19

6

0.29

0.29

0.25

0.85

0.11

5

0.99

0.01

0.32

0.36

4

0.01

0.31

0.36

3

0.31

0.09

2

0.12

1

0.021

0 1R2

cg18120111

Chr21:43897112−43953568R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

43898112 43911726 43925340 43938954 43952568

rs12482483●

cg18120111

rs228050

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

RSPH1 uc002zbg.3SLC37A1 uc002zbi.3

SLC37A1 uc002zbj.3 promotor

Exon

knownGene(UCSC hg19)

6kb

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0.35

0.35

0.67

0.38

0.09

0.09

0.07

0.36

0.26

9

1

0.24

0.12

0.11

0.11

0.39

0.11

0.05

8

0.24

0.12

0.11

0.11

0.39

0.11

0.05

7

0.58

0.04

0.04

0.02

0.48

0.19

6

0.29

0.29

0.25

0.85

0.11

5

0.99

0.01

0.32

0.36

4

0.01

0.31

0.36

3

0.31

0.09

2

0.12

1

0.021

0 1R2

cg20460554

Chr21:43897112−43961219R2 full model

R2 main effects only

0.00

0.25

0.50

0.75

1.00

R2 re

plic

atio

n

0.00

0.25

0.50

0.75

1.00

R2 d

isco

very

0.00

0.25

0.50

0.75

1.00

CpG

βdi

scov

ery

CpG Island

DNase I

TFBS

43898112 43913639 43929166 43944693 43960219

rs12482483●

cg20460554

rs228068

●CpG

Main effect

No effect

Interaction effect

Associatedtranscripts (HTA 2.0)

RSPH1 uc002zbg.3SLC37A1 uc002zbi.3

SLC37A1 uc002zbj.3 promotor

Exon

knownGene(UCSC hg19)

7kb