22
NGS IN THE HEFLIN CENTER GENOMICS CORE MICHAEL CROWLEY DIRECTOR

NGS IN THE HEFLIN CENTER GENOMICS COREKelly Goldsmith Mei Han, Ph.D. Bing Xue, M.D. Caitlin Cox Microbiome Shared Facility Casey Morrow, PH.D. Peter Eipers, Ph. D. Elliot Lefkowitz,

  • Upload
    others

  • View
    1

  • Download
    0

Embed Size (px)

Citation preview

Page 1: NGS IN THE HEFLIN CENTER GENOMICS COREKelly Goldsmith Mei Han, Ph.D. Bing Xue, M.D. Caitlin Cox Microbiome Shared Facility Casey Morrow, PH.D. Peter Eipers, Ph. D. Elliot Lefkowitz,

NGS IN THE HEFLIN CENTER GENOMICS CORE MICHAEL CROWLEY DIRECTOR

Page 2: NGS IN THE HEFLIN CENTER GENOMICS COREKelly Goldsmith Mei Han, Ph.D. Bing Xue, M.D. Caitlin Cox Microbiome Shared Facility Casey Morrow, PH.D. Peter Eipers, Ph. D. Elliot Lefkowitz,

INSTRUMENTATION IN THE CORE:HiSeq2500-Shared with the Stem Cell Institute

2 MiSeq Sequencers

Exome RNA miRNA Metagenomic

Microbiome 16S Small Genomes Targeted Panels Amplicons

Page 3: NGS IN THE HEFLIN CENTER GENOMICS COREKelly Goldsmith Mei Han, Ph.D. Bing Xue, M.D. Caitlin Cox Microbiome Shared Facility Casey Morrow, PH.D. Peter Eipers, Ph. D. Elliot Lefkowitz,

RNA-SequencingAdvantages of RNA-Seq

Digital gene expression

simply count the number of reads

Greater dynamic range

No hybridization bias

Not dependent on known content

Generate Alternative splice/exon usage maps

Identify variants

Identify RNA editing

Page 4: NGS IN THE HEFLIN CENTER GENOMICS COREKelly Goldsmith Mei Han, Ph.D. Bing Xue, M.D. Caitlin Cox Microbiome Shared Facility Casey Morrow, PH.D. Peter Eipers, Ph. D. Elliot Lefkowitz,

RNA Quality is Very Important

Page 5: NGS IN THE HEFLIN CENTER GENOMICS COREKelly Goldsmith Mei Han, Ph.D. Bing Xue, M.D. Caitlin Cox Microbiome Shared Facility Casey Morrow, PH.D. Peter Eipers, Ph. D. Elliot Lefkowitz,

RNA Library Preps

TTTTTTTTTTTTTTT TTTTTTTTTTTTTTT

TTTTTTTTTTTTTTT TTTTTTTTTTTTTTT

TTTTTTTTTTTTTTT AAAAAAAAAAAAGCAUCAUGUACU

TTTTTTTTTTTTTTT

AAAAAAAAAAAAGCAUCAUGUACU

Random Priming to make cDNA

} X2

Total RNA Mix/65ºC/25ºC

28S

gcggctttggtgactctaga gcggctttggtgactctaga

gacctgcttctgggtcgggg gacctgcttctgggtcgggg

18S

Total RNA

AAAAAAA AAAAAAA

AAAAAAA AAAAAAA

AAAAAAA AAAAAAA

AAAAAAA AAAAAAA

lincRNA

Random Priming to make cDNA

Fragment

Sequence ready library

Page 6: NGS IN THE HEFLIN CENTER GENOMICS COREKelly Goldsmith Mei Han, Ph.D. Bing Xue, M.D. Caitlin Cox Microbiome Shared Facility Casey Morrow, PH.D. Peter Eipers, Ph. D. Elliot Lefkowitz,

Degraded RNA or FFPE

From Li et al., 2014 Nat. Biotech.32:915

gcggctttggtgactctaga gcggctttggtgactctaga

gacctgcttctgggtcgggg gacctgcttctgggtcgggg

18S

Total RNA

28S

RNAse H digestion

DNAse digestion

RNA

DNA

Page 7: NGS IN THE HEFLIN CENTER GENOMICS COREKelly Goldsmith Mei Han, Ph.D. Bing Xue, M.D. Caitlin Cox Microbiome Shared Facility Casey Morrow, PH.D. Peter Eipers, Ph. D. Elliot Lefkowitz,

CROWLEY

PROJECT

DATE CLIENTTODAY

ANALYSIS PIPELINERNA-SEQ

Page 8: NGS IN THE HEFLIN CENTER GENOMICS COREKelly Goldsmith Mei Han, Ph.D. Bing Xue, M.D. Caitlin Cox Microbiome Shared Facility Casey Morrow, PH.D. Peter Eipers, Ph. D. Elliot Lefkowitz,

Visualization with IGV

Page 9: NGS IN THE HEFLIN CENTER GENOMICS COREKelly Goldsmith Mei Han, Ph.D. Bing Xue, M.D. Caitlin Cox Microbiome Shared Facility Casey Morrow, PH.D. Peter Eipers, Ph. D. Elliot Lefkowitz,

Variant Detection in RNA Seq Data

Page 10: NGS IN THE HEFLIN CENTER GENOMICS COREKelly Goldsmith Mei Han, Ph.D. Bing Xue, M.D. Caitlin Cox Microbiome Shared Facility Casey Morrow, PH.D. Peter Eipers, Ph. D. Elliot Lefkowitz,

ALTERNATIVE SPLICING

Page 11: NGS IN THE HEFLIN CENTER GENOMICS COREKelly Goldsmith Mei Han, Ph.D. Bing Xue, M.D. Caitlin Cox Microbiome Shared Facility Casey Morrow, PH.D. Peter Eipers, Ph. D. Elliot Lefkowitz,

EXPRESSION

Page 12: NGS IN THE HEFLIN CENTER GENOMICS COREKelly Goldsmith Mei Han, Ph.D. Bing Xue, M.D. Caitlin Cox Microbiome Shared Facility Casey Morrow, PH.D. Peter Eipers, Ph. D. Elliot Lefkowitz,

Validation

WT + DMBA

DNIIR + DMBA

Sample FPKM Values WT + DMBA 16 DNIIR + DMBA 16

WT + DMBA

DNIIR + DMBA

Sample FPKM WT+DMBA 31 DNIIR+DMBA 0.99

Lpar3 (lysophosphotitic acid receptor 3)

Lmf1 (lipase maturation factor 1)

Page 13: NGS IN THE HEFLIN CENTER GENOMICS COREKelly Goldsmith Mei Han, Ph.D. Bing Xue, M.D. Caitlin Cox Microbiome Shared Facility Casey Morrow, PH.D. Peter Eipers, Ph. D. Elliot Lefkowitz,

A WORD ABOUT MICRORNA STUDIES

Page 14: NGS IN THE HEFLIN CENTER GENOMICS COREKelly Goldsmith Mei Han, Ph.D. Bing Xue, M.D. Caitlin Cox Microbiome Shared Facility Casey Morrow, PH.D. Peter Eipers, Ph. D. Elliot Lefkowitz,

DNA SEQUENCING

Page 15: NGS IN THE HEFLIN CENTER GENOMICS COREKelly Goldsmith Mei Han, Ph.D. Bing Xue, M.D. Caitlin Cox Microbiome Shared Facility Casey Morrow, PH.D. Peter Eipers, Ph. D. Elliot Lefkowitz,

APPLICATIONSWhole Genome Sequencing

Whole Exome Sequencing

Targeted Genomic Sequencing

Mitochondrial DNA Sequencing

Chromatin-IP Sequencing

Methyl Sequencing

Microbiome 16S Sequencing

Metagenomics Sequencing

Page 16: NGS IN THE HEFLIN CENTER GENOMICS COREKelly Goldsmith Mei Han, Ph.D. Bing Xue, M.D. Caitlin Cox Microbiome Shared Facility Casey Morrow, PH.D. Peter Eipers, Ph. D. Elliot Lefkowitz,

WHOLE GENOME OR EXOME ANALYSIS PIPELINEDAVID CROSSMAN, PH.D. BIOINFORMATICS

www. smd.qmul.ac.uk

Page 17: NGS IN THE HEFLIN CENTER GENOMICS COREKelly Goldsmith Mei Han, Ph.D. Bing Xue, M.D. Caitlin Cox Microbiome Shared Facility Casey Morrow, PH.D. Peter Eipers, Ph. D. Elliot Lefkowitz,

Targeted Re-Sequencing

Beware of Genome Version !

hg19 v hg38

Page 18: NGS IN THE HEFLIN CENTER GENOMICS COREKelly Goldsmith Mei Han, Ph.D. Bing Xue, M.D. Caitlin Cox Microbiome Shared Facility Casey Morrow, PH.D. Peter Eipers, Ph. D. Elliot Lefkowitz,

Microbiome

Microbiome Shared Facility directed by Casey Morrow, Ph.D.

Page 19: NGS IN THE HEFLIN CENTER GENOMICS COREKelly Goldsmith Mei Han, Ph.D. Bing Xue, M.D. Caitlin Cox Microbiome Shared Facility Casey Morrow, PH.D. Peter Eipers, Ph. D. Elliot Lefkowitz,
Page 20: NGS IN THE HEFLIN CENTER GENOMICS COREKelly Goldsmith Mei Han, Ph.D. Bing Xue, M.D. Caitlin Cox Microbiome Shared Facility Casey Morrow, PH.D. Peter Eipers, Ph. D. Elliot Lefkowitz,
Page 21: NGS IN THE HEFLIN CENTER GENOMICS COREKelly Goldsmith Mei Han, Ph.D. Bing Xue, M.D. Caitlin Cox Microbiome Shared Facility Casey Morrow, PH.D. Peter Eipers, Ph. D. Elliot Lefkowitz,

PRICINGA lot goes into calculating the price of an assay including: price of the reagents shipping of the reagents consumables for the prep (tubes, tips, Q.C., library quant, etc.) labor maintenance agreement costs ($86,000/year on HiSeq2500 alone) !RNA-Seq library prep: $350/sample (standard PolyA selection) ribosome reduction: $100/sample DNA Library prep: $300/sample Library Quantitation: $25/library !Sequencing Costs: Single End 50bp $9.75/million reads Paired End 50bp $13/million reads Paired End 100bp $15.75/million reads

Page 22: NGS IN THE HEFLIN CENTER GENOMICS COREKelly Goldsmith Mei Han, Ph.D. Bing Xue, M.D. Caitlin Cox Microbiome Shared Facility Casey Morrow, PH.D. Peter Eipers, Ph. D. Elliot Lefkowitz,

ACKNOWLEDGEMENTSHeflin Center Genomics Core David Crossman, PH.D. Kelly Goldsmith Mei Han, Ph.D. Bing Xue, M.D. Caitlin Cox

Microbiome Shared Facility Casey Morrow, PH.D. Peter Eipers, Ph. D. Elliot Lefkowitz, PH.D. Ranjit Kumar, Ph.D. Travis Ptacek, Ph.D. Liam van der Pol

Funding UAB Comprehensive Cancer Center UAB Center for AIDS Research Heflin Center for Genomic Science UAB University Wide Cores Program