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Dynamics of epigenetic states during erythroid differentiation. Ross Hardison July 20, 2010 Barcelona. Investigators on one mouse ENCODE project. Penn State Hardison Stephan Schuster Frank Pugh Robert Paulson Francesca Chiaromonte Yu Zhang Webb Miller Anton Nekrutenko - PowerPoint PPT Presentation
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Dynamics of epigenetic states during erythroid differentiation
Ross Hardison
July 20, 2010
Barcelona
Investigators on one mouse ENCODE project
• Penn State– Hardison– Stephan Schuster – Frank Pugh– Robert Paulson – Francesca Chiaromonte– Yu Zhang– Webb Miller– Anton Nekrutenko
• Childrens’ Hospital of Philadelphia– Mitch Weiss– Gerd Blobel
• Emory Univ.– James Taylor
• Univ. Massachusetts– Job Dekker
• Duke Univ.– Greg Crawford, consultant– Terry Furey, consultant
• Cal Tech - Barbara Wold
Hematopoiesis
Erythroid differentiation
GATA1, partners, teammates
Gata1–
ES cells
in vitro hematopoietic differentiation
erythropoietinstem cell factor
G1E
Somatic cell model to study GATA1 function
immortalize
Erythroid progenitorsBFU-e, CFU-e
G1E-ER4+estradiol
estradiol
Differentiated erythroblasts
add back GATA-1, hybrid protein with ER
G1E-ER4
Changes in transcription factors and cell morphology during eythroid differentiation
Changes in gene expression during
erythroid differentiation
Features interrogated by ChIP-seq and RNA-seq assays
CTCF
DNase hypersensitive sites
ChIP-seq finds previously known distal CRMs
Known CRMs
DHSs
GATA1
TAL1
H3K4me1
H3K4me3
PcG: H3K27me3
CTCF
+-+-
+-
+-+-
+
+
+ = GATA1-ER activated- = no GATA1
GATA1 activates Zfpm1 by displacing GATA2 and retaining TAL1
Known CRMs
DHSs
GATA1
TAL1
H3K4me1
H3K4me3
PcG: H3K27me3
GATA2 +-
+
+
+-
+-
+-
+-
GATA1 represses Kit by displacing GATA2 and TAL1
Known CRMs
DHSs
GATA1
TAL1
H3K4me1
H3K4me3
PcG: H3K27me3
GATA2 +-
++
+-
+-
+-+-
GATA1 action via TAL1 is common but not universal
Chromatin states from integrative analysis: limited change during differentiation
chromHMM segmentations: Jason Ernst and Manolis Kellis, MIT Broad
GATA1-occupied segments of DNA: Vast majority are in active chromatin, few change states
H3K4me3 H3K4me1 H3K27me3 None
Dominant mark
H3K4me3
H3K4me1
H3K27me3
None
Changes in chromatin state at Btg2
Quantum change in chromatin state distinguishes expressed from non-expressed loci
Enr
ichm
ent
of c
hro
mat
in s
tate
Chromatin state precedes GATA1-induced TF changes
Chromatin stateestablished (mostly):ActiveRepressedDead zones
Induction and repression:Dynamics of transcription factor bindingwithin the already-established chromatin context.
Chromatin condensesNucleus removed
Weisheng Wu, Yong Cheng, Demesew Abebe, Cheryl Keller Capone,Ying Zhang, Ross, Swathi Ashok Kumar, Christine Dorman, David King ….Tejaswini Mishra, Nergiz Dogan
Collaborating labs: Mitch Weiss and Gerd Blobel (Childrens’ Hospital of Philadelphia), James Taylor (Emory)Webb Miller, Francesca Chiaromonte, Yu Zhang, Stephan Schuster, Frank Pugh, Bob Paulson (PSU), Greg Crawford (Duke), Jason Ernst, Manolis Kellis (MIT)
Thanks
Funding: NIH NIDDK, NHGRI (ARRA), Huck Institutes of Life Sciences and Institute for Cyberscience, PSU
Big changes at Hbb-b1
Known CRMs
DHSs
GATA1
TAL1
H3K4me1
H3K4me3
PcG: H3K27me3
Pol2
+-+-
+-
+-+-
+
+
GATA1 causes TAL1 to move at some CRMs, but retains it at others
TAL1 occupancy, G1E
TA
L1 o
ccup
ancy
, ER
4T
AL1
occ
upan
cy, E
R4
GATA1 occupancy, ER4
All GATA1-occupied segments active as enhancers are also occupied by SCL and LDB1
Tripic et al. (2009) Blood
Distinguishing genes induced vs repressed by GATA1
Feature Induction Repression
GATA1 occupancy and transcription start site
Close Distal
Multiple GATA1 occupied segments per gene
More (58% of genes)
Fewer (24% of genes)
GATA1 and TAL1 co-occupancy Almost always Subset has GATA1+ TAL1-
Binding site (WGATAR) is under constraint
More frequently Less frequently
Polycomb mark around TSS Never Subset has Pc
GATA1-induced (>2-fold)1048 genes
• known targets• new gene discovery
GATA1-repressed (>2-fold)1568 genes
• stem cell/progenitor markers• proto-oncogenes (Kit/Myc/Myb)• function unknown
Affy 430 2.0
Kinetics of GATA1-regulated Gene Expression
Globin RNA dominates the transcription profile
RNA-seq
Change in expression
Swathi A. Kumar, Tejaswini Mishra, et al.
Induction and repression occurs within active chromatin
Histone modification profiles across TSS+/ 4kb
Level of expression
High
Low
H3K4me3 at TSS correlates with expression level