TY - JOUR
T1 - Genome-Wide Temporal Profiling of Transcriptome and Open Chromatin of Early Cardiomyocyte Differentiation Derived from hiPSCs and hESCs
AU - Liu, Qing
AU - Jiang, Chao
AU - Xu, Jin
AU - Zhao, Ming Tao
AU - Van Bortle, Kevin
AU - Cheng, Xun
AU - Wang, Guangwen
AU - Chang, Howard Y.
AU - Wu, Joseph C.
AU - Snyder, Michael P.
N1 - Funding Information:
We thank both the Stanford Cardiovascular Institute (SCVI) Biobank and Stem Cell Core Facility of Genetics, Stanford University, for providing the human pluripotent cells. We thank Rohith Srivas, Xianglong Zhang, Doug Phanstiel, Joshua Gruber, and Kun-hsing Yu (Stanford University) for their help with critical advice of data analysis. We thank Sergiu Pasca (Stanford Center for Sleep Sciences and Medicine) and Stanford Neuroscience Microscopy Service (NMS, supported by National Institutes of Health NS069375) for providing the confocal microscope. The Illumina sequencing services were performed by the Stanford Center for Genomics and Personalized Medicine. We thank Reinhold Hutz (University of Wisconsin, Milwaukee) for reading the manuscripts.This work was supported by California Institute for Regenerative Medicine (CIRM) GC1R-06673-A (M.P. Snyder) and National Institutes of Health grants (NIH R24 HL117756 [J.C. Wu], NIH R01 HL113006 [J.C. Wu], NIH R01 HL128170 [J.C. Wu], NIH P50- HG007735 [H.Y. Chang, M.P. Snyder] and NIH F32DK107112 [K. Van Bortle]).
Publisher Copyright:
© 2017 American Heart Association, Inc.
PY - 2017/8/4
Y1 - 2017/8/4
N2 - Rationale: Recent advances have improved our ability to generate cardiomyocytes from human induced pluripotent stem cells (hiPSCs) and human embryonic stem cells (hESCs). However, our understanding of the transcriptional regulatory networks underlying early stages (ie, from mesoderm to cardiac mesoderm) of cardiomyocyte differentiation remains limited. Objective: To characterize transcriptome and chromatin accessibility during early cardiomyocyte differentiation from hiPSCs and hESCs. Methods and Results: We profiled the temporal changes in transcriptome and chromatin accessibility at genome-wide levels during cardiomyocyte differentiation derived from 2 hiPSC lines and 2 hESC lines at 4 stages: pluripotent stem cells, mesoderm, cardiac mesoderm, and differentiated cardiomyocytes. Overall, RNA sequencing analysis revealed that transcriptomes during early cardiomyocyte differentiation were highly concordant between hiPSCs and hESCs, and clustering of 4 cell lines within each time point demonstrated that changes in genome-wide chromatin accessibility were similar across hiPSC and hESC cell lines. Weighted gene co-expression network analysis (WGCNA) identified several modules that were strongly correlated with different stages of cardiomyocyte differentiation. Several novel genes were identified with high weighted connectivity within modules and exhibited coexpression patterns with other genes, including noncoding RNA LINC01124 and uncharacterized RNA AK127400 in the module related to the mesoderm stage; E-box-binding homeobox 1 (ZEB1) in the module correlated with postcardiac mesoderm. We further demonstrated that ZEB1 is required for early cardiomyocyte differentiation. In addition, based on integrative analysis of both WGCNA and transcription factor motif enrichment analysis, we determined numerous transcription factors likely to play important roles at different stages during cardiomyocyte differentiation, such as T and eomesodermin (EOMES; mesoderm), lymphoid enhancer-binding factor 1 (LEF1) and mesoderm posterior BHLH transcription factor 1 (MESP1; from mesoderm to cardiac mesoderm), meis homeobox 1 (MEIS1) and GATA-binding protein 4 (GATA4) (postcardiac mesoderm), JUN and FOS families, and MEIS2 (cardiomyocyte). Conclusions: Both hiPSCs and hESCs share similar transcriptional regulatory mechanisms underlying early cardiac differentiation, and our results have revealed transcriptional regulatory networks and new factors (eg, ZEB1) controlling early stages of cardiomyocyte differentiation.
AB - Rationale: Recent advances have improved our ability to generate cardiomyocytes from human induced pluripotent stem cells (hiPSCs) and human embryonic stem cells (hESCs). However, our understanding of the transcriptional regulatory networks underlying early stages (ie, from mesoderm to cardiac mesoderm) of cardiomyocyte differentiation remains limited. Objective: To characterize transcriptome and chromatin accessibility during early cardiomyocyte differentiation from hiPSCs and hESCs. Methods and Results: We profiled the temporal changes in transcriptome and chromatin accessibility at genome-wide levels during cardiomyocyte differentiation derived from 2 hiPSC lines and 2 hESC lines at 4 stages: pluripotent stem cells, mesoderm, cardiac mesoderm, and differentiated cardiomyocytes. Overall, RNA sequencing analysis revealed that transcriptomes during early cardiomyocyte differentiation were highly concordant between hiPSCs and hESCs, and clustering of 4 cell lines within each time point demonstrated that changes in genome-wide chromatin accessibility were similar across hiPSC and hESC cell lines. Weighted gene co-expression network analysis (WGCNA) identified several modules that were strongly correlated with different stages of cardiomyocyte differentiation. Several novel genes were identified with high weighted connectivity within modules and exhibited coexpression patterns with other genes, including noncoding RNA LINC01124 and uncharacterized RNA AK127400 in the module related to the mesoderm stage; E-box-binding homeobox 1 (ZEB1) in the module correlated with postcardiac mesoderm. We further demonstrated that ZEB1 is required for early cardiomyocyte differentiation. In addition, based on integrative analysis of both WGCNA and transcription factor motif enrichment analysis, we determined numerous transcription factors likely to play important roles at different stages during cardiomyocyte differentiation, such as T and eomesodermin (EOMES; mesoderm), lymphoid enhancer-binding factor 1 (LEF1) and mesoderm posterior BHLH transcription factor 1 (MESP1; from mesoderm to cardiac mesoderm), meis homeobox 1 (MEIS1) and GATA-binding protein 4 (GATA4) (postcardiac mesoderm), JUN and FOS families, and MEIS2 (cardiomyocyte). Conclusions: Both hiPSCs and hESCs share similar transcriptional regulatory mechanisms underlying early cardiac differentiation, and our results have revealed transcriptional regulatory networks and new factors (eg, ZEB1) controlling early stages of cardiomyocyte differentiation.
KW - cardiomyocyte
KW - cell differentiation
KW - chromatin accessibility
KW - early stage
KW - transcriptome
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UR - http://www.scopus.com/inward/citedby.url?scp=85021800055&partnerID=8YFLogxK
U2 - 10.1161/CIRCRESAHA.116.310456
DO - 10.1161/CIRCRESAHA.116.310456
M3 - Article
C2 - 28663367
AN - SCOPUS:85021800055
SN - 0009-7330
VL - 121
SP - 376
EP - 391
JO - Circulation Research
JF - Circulation Research
IS - 4
ER -