47
IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA-BINDING PROTEIN CELF1 by CLIP-SoliD and RNAseq-SoliD

IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

  • Upload
    others

  • View
    2

  • Download
    0

Embed Size (px)

Citation preview

Page 1: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA-BINDING PROTEIN CELF1

by

CLIP-SoliD and RNAseq-SoliD

Page 2: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

Protein_1

Protein_2

Protein_3

pre-mRNATranscrip

tion

SPLICING

TRAN

SLAT

ION

DEGRADATION

GENE

NUCLEUS CYTOPLASM

mRNA_1

mRNA_2

mRNA_3

Page 3: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

From A McKee and P Silver (2007), Cell Research

REGULATORY FACTORS :

- RNABPs (~ 600 annotated)

- small regulatory RNAs

Page 4: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

CELF PROTEINS1 482

RRM RRM RRM

376187

CELF1

CELF2

Page 5: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

CELF1 MOLECULAR FUNCTIONS :

- alternative splicing regulation

- mRNA deadenylation targeting factor

translational silencing mRNA degradation

Page 6: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

CELF1 FUNCTIONS IN XENOPUS

(Gautier-Courteille et al.,Dev. 2004)

Page 7: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

CELF1 FUNCTIONS IN MICE

growth retardation phenotype

(Kress et al.,MCB. 2007)

spermatogenesis defect

Page 8: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

Functional Inactivation

Primary Molecular defects = DIRECT TARGETS

Observable Phenotypes

Secondary (N) Molecular defects = INDIRECT TARGETS

Page 9: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

Primary Molecular defects = DIRECT TARGETS

Secondary (N) Molecular defects = DIRECT + INDIRECT TARGETS

Identify RNA associated with CELF1

Search for GENES with altered expression

- microarray analysis on CELF1 deprived cells

Page 10: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

Primary Molecular defects = DIRECT TARGETS

- define molecular landscape of CELF 1 target IN VIVO

- determine sequences constraint defining the specificity of CELF 1 binding

Identify RNA associated with CELF1

Page 11: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

Primary Molecular defects = DIRECT TARGETS

Identify RNA associated with CELF1

-3 hybrid screening

-SELEX-GST pulldown

-Immunoprecipitation-CLIP

IN VITRO

IN VIVO

GENETIC

Page 12: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

Primary Molecular defects = DIRECT TARGETS

Identify RNA associated with CELF1

-CLIP-SoliD

CELF1

2500 nt

5'3'

Page 13: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

CELF1

2500 nt

5'3'

Primary Molecular defects = DIRECT TARGETS

Identify RNA associated with CELF1

-CLIP-SoliD

80nt

Page 14: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

Proteins RNA/proteins RNA DNA

CLIP procedure

Page 15: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

CLIP procedure

Page 16: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

rRNAHuman sequencesNo hit

62% 26%

15%

In house clonal sequencing

bacterial rRNA Human sequences

no hit

CLIP procedure

Page 17: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

In house clonal sequencing

RNASEQ procedure

Hela Cells TOTAL RNA poly(A)+ RNA

T4 PNK

Partial digest RNAse T1

MITOCHONDRIAL GENOMEHUMAN GENOMIC SEQUENCES

GENOMIC HUMANHUMAN mRNAsSMALL RNAsRIBOSOMAL RNAs

Page 18: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

MAPPING (corona lite)

MOTIF SCORING

CLUSTERDEFINITION

DIFFERENTIAL ANALYSIS

BIOLOGICAL ANALYSIS

Page 19: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

MAPPING (corona lite)

Page 20: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

RNAs associated with CELF1

-CLIP-SoliD

6 X 1/4 runs realised 321 968 741 sequences

Phred quality analysis Experimental quality analysis

Page 21: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

RNAs associated with CELF1

-CLIP-SoliD

6 X 1/4 runs realised 321 968 741 sequences 83 000 000 expected human sequences

mapping hg19 / corona lite(from l=30, 3mmto l=24, 2 mm)

20 589 217 uniquely mapped (repeat masked)

Page 22: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

MAPPING / RNASEQ-SoliD

4 X 1/4 runs realised 347 347 696 sequences

mapping hg19 / corona lite(l=30, 3mm)

79 869 723 uniquely mapped (repeat masked)

Page 23: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

Chr 21 Landscape

Page 24: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

FWD

REV

FWD

REV

The RNASEQ : - is strand specific- cover the exons- does not map on intronic sequences

94 % of the mapped tag are preceded by a G

Page 25: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

fwd

rev

fwd

rev

The CLIPSEQ : - is strand specific- cover both intronic and exonic sequences- cover specific regions of the genome

No enrichment for G residue upstream of sequence tag.

WHAT ARE THE ENRICHED REGIONS IN CLIP SEQ vs RNASEQ ?

Page 26: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

INTRONEXON

INTERGENIC

GENIC

INTRON

EXON

GENOME-WIDE DISTRIBUTION OF CELF1 CLIP READS

35%

65%

25%

Page 27: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

CLUSTERDEFINITION

DIFFERENTIAL ANALYSIS

Page 28: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

fwd

rev

fwd

rev

Page 29: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

5'UTR3'UTRCDS

5'UTRCDS

3'UTR

TRANSCRIPT-WIDE DISTRIBUTION OF CELF1 CLUSTERS

80%

18%

2%

In mRNAs 3'UTR are the major binding sites for CELF1

2788 enriched clusters

CELF1 CLIP vs RNA-SEQ

FINDPEAKS on exonic reads

DO PREVIOUSLY IDENTIFIED TARGET CONFIRM THE VALIDITY OF THE CELF1 CLIP ?

1277 GENES

Page 30: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

fwd

rev

fwd

rev

Page 31: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

LMO4

CDK1

Page 32: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

AURKB

JUND

Page 33: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

ARE CELF1 BINDING TARGETS CONSERVED ACROSS SPECIES ?

137 mRNAs (/ 3000 tested) with human orthologs arespecifically enriched in CELF1 IP in XENOPUS

43 are identified as CELF1targets in Hela cells

Page 34: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

5'UTR3'UTRCDS

5'UTRCDS

3'UTR

TRANSCRIPT-WIDE DISTRIBUTION OF CELF1 CLUSTERS

80%

18%

2%

In mRNAs 3'UTR are the major binding sites for CELF1

2788 enriched clusters

CELF1 CLIP vs RNA-SEQ

FINDPEAKS on exonic reads

ARE THE CELF 1 CLUSTERS ENRICHED IN POTENTIAL BINDING SITES FOR CELF1 ?

Page 35: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding
Page 36: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

R'MESHoebeke, M. and Schbath, S. (2006). R'MES: Finding Exceptional Motifs,

word count expect sigma2 score rank

gtgtgt 1472 633.09 635.12 33.29 4096

tgtgtg 1674 850.57 798.05 29.15 4095

tttgtt 1429 878.34 765.65 19.9 4094

ttgttt 1402 878.34 765.65 18.92 4093

tatata 536 245.36 250.25 18.37 4092

cctccc 633 323.98 300.65 17.82 4091

5'UTR3'UTRCDS

5'UTRCDS

3'UTR

80%

18%

2%

Page 37: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

5'UTR3'UTRCDS

5'UTRCDS

3'UTR

80%

18%

2%

Gapped Local Alignment of Motifs on TOP 100 CLUSTERS

Page 38: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

5'UTR3'UTRCDS

5'UTRCDS

3'UTR

TRANSCRIPT-WIDE DISTRIBUTION OF CELF1 CLUSTERS

80%

18%

2%CELF1 CLIP vs RNA-SEQ

FINDPEAKS on exonic reads

IS THERE ANY ENRICHMENT IS SOME BIOLOGICAL FUNCTIONS ASSOCIATED WITH CELF1 TARGETS ?

Page 39: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

1205 GENES

Page 40: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

CELF1

CELF1

CELF1 mRNA

Page 41: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

CELF1

TARDBP

HuR

CELF1 mRNA

PTBP1

CPEB2

CPEB3TARDBP mRNA

PTBP1 mRNA

CPEB2 mRNA

CPEB3 mRNA

HuR mRNA

mRNA stability and translation Splicing regulation

XRN1

DICER1

CNOT6

XRN1 mRNA

DICER1 mRNA

CNOT6 mRNA

EIF4A2 EIF4A2 mRNA

SFRS1

SFRS1 mRNASF1

SF1 mRNA

Page 42: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

- Genome wide landscape for CELF1 mRNAs targets

- Widespread association of CELF1 with mRNAs

- Enrichement for potential CELF1 binding motif in the target sequences

- CELF 1 is probably self regulatory

- CELF 1 binds (controls ?) a large number of RNA BP involved in cytoplasmic and/or nuclear regulation of gene expressions

WHAT ARE THE FUNCTIONAL CONSEQUENCES OF CELF 1 BINDING ?

- MOLECULAR CONSEQUENCES : - TRANSCRIPTOME - POLYSOMAL ANALYSIS- SPLICING

-

CONCLUSIONS

PERSPECTIVES

Page 43: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

Carole Gautier-Courteille Serge HardyVincent LegagneuxOlivier Le TonquèzeHubert LerivrayStephanie Mottier Agnès Méreau Marie CiboisLuc PaillardMaud NoiretGaëlla BoulangerYann Audic Bernhard Gschloessl

former lab member

Antoine Graindorge

CNRS-UMR6061 Genetic and Development

Gene Expression and Development

Corinne CruaudCorine Da Silva

Page 44: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

ET MAINTENANT ?MAPPING -> GALAXY FRAMEWORKQUANTIFICATION RNA SEQ -> GALAXY FRAMEWORK (RQUANT /RDIFF)

Page 45: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

Secondary (N) Molecular defects = INDIRECT TARGETS

Search for GENES with altered expression

- microarray analysis on CELF1 deprived cells

Hela Cells SiRNA treatment TOTAL RNA

PROTEINS

ILLUMINA HT12V4(DNAVISION)

Significance Analysis of Microarrays

Page 46: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

CLIP procedure

Page 47: IDENTIFICATION OF RNA TARGETS FOR THE REGULATORY RNA ...videos.rennes.inria.fr/genopole/GenOuest-2010/genouest_audicY.pdf · R'MES Hoebeke, M. and Schbath, S. (2006). R'MES: Finding

PC

GENOCLUSTER2

web server

GALAXY (PSU) GALAXY (tubingen)