rna-binding networks determined by clip-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/yeo_gene.pdf ·...

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RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem Cell Program, Dept of Cellular and Molecular Medicine, UCSD Molecular Engineering Lab, Singapore Gene Yeo, Ph.D.

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Page 1: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

RNA-binding networks determined by CLIP-seq

Institute for Genomic Medicine,UCSD Stem Cell Program,Dept of Cellular and Molecular Medicine, UCSD Molecular Engineering Lab, Singapore

Gene Yeo, Ph.D.

Page 2: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

RNA binding proteins mediate many aspects of RNA processing

mRNA processing miRNA processing

RNA binding

proteins

Page 3: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

RNA binding proteins are key players in Post-transcriptional Gene Regulation

RNAiAlternativeSplicingLocalizationRNA-editing

Development& Reproduction

Stem CellBiology

Cancer

RBPs

TranslationPolyadenylation

StabilitymiRNA Processing& targeting Transcription

Genetic Disease

Information transmission

Signaling

Behavior

Page 4: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

~500 RBPs in Elegans, ~700-1000 in Human

RBPs are often evolutionarily conserved

Each RBP has one or more RNA binding domains

RNA binding proteins have multiple functional domains

Page 5: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

What are the RNA targets of RBPs?

Finding bona fide RNA targets has been a substantial barrier to our progress in understanding the functions of RBPs.

Page 6: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

Cross-linking, IP and sequencing to identify direct binding sites

Yeo et al, Nature Structural Molecular Biology, 2009

Sanford et al, Genome Research, 2009Licatalosi et al, Nature 2008 HITS-CLIP,

CLIP-seq

Page 7: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

Unbiased, global search for Fox2 targets in stem cells

Conserved

GCAUG

motifs

Yeo, .., Fu, Gage, 2009

Page 8: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

Splicing Position-specific rules can be generated from RBP-RNA maps

Darnell lab

Corrionero A & Valcarcel J, Mol Cell 2009

Yeo lab, Fu lab

Yeo, Fu, Gage

Page 9: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

lin-14 mRNA

Comprehensive discovery of Argonaute binding sites in C. elegans

miRNA

targetmRNA

lin-4 miRNA

Zisoulis, Lovci…Pasquinelli and Yeo, 2010

From Song et al., 2004

Page 10: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

RNA binding proteins in disease and development

hnRNP A1

hnRNP KSF2/ASF

eIF4E

Sam68

Sarcomas

Translocation

QKI

TLS/FUSRBFOX-1

Argonautes

NOVA

AutoimmunityLIN28

RBFOX-2

RBPs

TET

EWS

MSI1, MSI2

IGFBP1,2,3

hnRNP H

CancerStem Cells,

Development

2010

2009

Ataxias

ATXN2

PEM/SN

FXS

FMRP hnRNP A2

FXTAS

DM

MBNLSMN

SMA

OPMDPABN1

DMPK

CUGBP1

POMA

Neurological

Disorders

Muscular

Atropies

TDP-43

ALSEpilepsy

2011

Page 11: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

Yeo Lab, 2008-2011

Bioinformatics

ALS, hnRNP

Neurobiology

RBFOX

Technology

Small RNAs

Evolution

CLIP, SequencinghnRNP, CLIP

Bioinformatics

ALS, hnRNP

RNA editing

BMS

RBFOX, Autism

Materials

Nanoparticles

Biology

Virus-host,

Small RNA

BMS

LIN28, RBPs in Stem

Cells

Page 12: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

Don Cleveland

Frank Bennett

Ed Wancewicz

Curt Mazur

Yalda Sedaghat

Gene Hunt

TDP-43 in collaboration with Cleveland Lab

Clotilde Lagier-Tourenne Magdalini Polymenidou

Bing Ren’s lab

Gene Hunt

Sue Freier

Zhen Ye

Samantha Kuan

Lee Edsall

Jacqueline Moran

Devesh Vashishtha

Shuo-Chien Ling

Eveline Arnold

Holly Kordasiewicz

Melissa Mcalonis

Sandrine Da Cruz

Page 13: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

aka Lou Gehrig’s disease in the US

adult-onset disease

upper and lower motor neuron degeneration

muscle weakness leading to paralysis

invariably progressing to death within 1-5 years

from onset

ubiquitin-positive cytoplasmic protein

inclusions

Amyotrophic Lateral Sclerosis

from onset

no available treatment

more than 1 per 100,000 get ALS each year

can be associated with Frontotemporal Lobar

Dementia (FTLD) Arai et al., 2009

90% sporadic and 10% familial

20% of the familial cases caused by

mutations in SOD1

Page 14: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

Mutations within TDP-43 cause ALS

Lagier-Tourenne C., Polymenidou M, and Cleveland D.W.

Gitcho et al, 2008; Sreedharan et al, 2008; Kabashi et al, 2008; Kwiatkowski, 2009; Vance et al, 2009

Page 15: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

TDP-43 is involved in multiple steps of RNA processingTDP-43 plays multiple roles in RNA processing

Adapted from Lagier-Tourenne, Polymenidou, Cleveland. HMG (2010)

Page 16: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

It is now crucial to identify RNA targets of TDP-43

Igaz et al. Am. J. Pathol (2008)

Loss of TDP-43 nuclear function

RNA targets of TDP-43 will (hopefully) reveal underpinnings of

ALS

Elder et al. Nature (2010)

RNA binding is necessary for TDP-43 toxicity

No RNA binding

Page 17: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

CLIP-seq for TDP-43 in normal mouse brain

Protocol adapted from Ule et al. Science (2003) andYeo et al. Nat Struct Mol Biol (2009)

CLIP-seq of TDP-43 in mouse brains

Page 18: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

CLIP-seq for TDP-43 in normal mouse brainReproducibility of CLIP-seq

Page 19: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

Is there an enriched motif in TDP-43 binding sites ?Clusters are highly enriched for GU-rich sequences

(UG)11-13-(T)5-9 9 108

TDP43

CFTR mRNA Buratti et al, EMBO J, 2001

Buratti & Baralle, JBC, 2001

Wang et al, Genomics 2004

Ayala et al, JMB, 2005

Ayala et al, FEBS Letters, 2006

Buratti & Baralle, 2008

Page 20: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

CLIP-seq for TDP-43 in normal mouse brainGU-rich motif is neither sufficient nor necessary for TDP43 binding

Page 21: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

Depletion of TDP-43 in vivo

Page 22: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

Construction of strand-specific RNA-seq libraries

Protocol from Parkhomchuk et al., 2009

Page 23: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

Quantitative measurements of gene expression

RPKM (reads per kilobase exon per million mapped reads)

Page 24: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

TDP-43 targets genes containing long introns

TDP-43

clusters

Page 25: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

Long genes are regulated targets of TDP-43

Page 26: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

Targets are conserved in human neurons depleted of TDP-43

Page 27: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

Inferring alternative splicing from RNA-seq data

Page 28: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

TDP-43 plays a widespread role in alternative splicing regulation

Page 29: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

Validation of alternative isoforms regulated by TDP-43

Page 30: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

FUS/TLS also a target of TDP-43

Page 31: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

Auto-regulation of TDP-43

Page 32: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

Auto-regulation of TDP-43

Page 33: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

Igaz et al. (2008)

Cytoplasmic aggregationsLoss of nuclear TDP-43

Working model

Yeo & Cleveland Labs

Abnormal metabolism of long

transcripts involved in synaptic transmission

Neuronal sensitivity

Alternative splicing of targets,

including TDP-43

Reduces levels of TDP-43

Neuronal sensitivity

Page 34: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

Summary of TDP-43

CLIP-seq analysis confirmed that TDP-43 binds UG rich sequences

and determined that binding occurs mainly in distal introns far from exon-intron junctions

We have generated an RNA-protein interaction map for TDP-43 by CLIP-seq

Binding of TDP-43 on long transcripts related to synaptic activity is required to

sustain their normal mRNA levels

Alternative splicing events are targets of TDP-43

TDP-43 autoregulates by binding its own transcript

Page 35: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

TDP-43 binds ~50% of transcribed genes in the brain

Page 36: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

TDP-43 targets genes containing long introns, important for

synapse function

Page 37: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

TDP-43

Cytoplasmic aggregationsLoss of nuclear TDP-43

NMD

Auto-regulation of TDP-43 is likely important for disease

���� 3’UTR splicing���� TDP-43

Page 38: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

qRT-PCR validation of candidate genes

Page 39: RNA-binding networks determined by CLIP-seqdldcc-web.brc.bcm.edu/lilab/xgen/ngs/Yeo_Gene.pdf · RNA-binding networks determined by CLIP-seq Institute for Genomic Medicine, UCSD Stem

TDP-43 are distributed in the distal introns