TY - JOUR
T1 - Defining human cardiac transcription factor hierarchies using integrated single-cell heterogeneity analysis
AU - Churko, Jared M.
AU - Garg, Priyanka
AU - Treutlein, Barbara
AU - Venkatasubramanian, Meenakshi
AU - Wu, Haodi
AU - Lee, Jaecheol
AU - Wessells, Quinton N.
AU - Chen, Shih Yu
AU - Chen, Wen Yi
AU - Chetal, Kashish
AU - Mantalas, Gary
AU - Neff, Norma
AU - Jabart, Eric
AU - Sharma, Arun
AU - Nolan, Garry P.
AU - Salomonis, Nathan
AU - Wu, Joseph C.
N1 - Publisher Copyright:
© 2018, The Author(s).
PY - 2018/12/1
Y1 - 2018/12/1
N2 - Human induced pluripotent stem cell-derived cardiomyocytes (hiPSC-CMs) have become a powerful tool for human disease modeling and therapeutic testing. However, their use remains limited by their immaturity and heterogeneity. To characterize the source of this heterogeneity, we applied complementary single-cell RNA-seq and bulk RNA-seq technologies over time during hiPSC cardiac differentiation and in the adult heart. Using integrated transcriptomic and splicing analysis, more than half a dozen distinct single-cell populations were observed, several of which were coincident at a single time-point, day 30 of differentiation. To dissect the role of distinct cardiac transcriptional regulators associated with each cell population, we systematically tested the effect of a gain or loss of three transcription factors (NR2F2, TBX5, and HEY2), using CRISPR genome editing and ChIP-seq, in conjunction with patch clamp, calcium imaging, and CyTOF analysis. These targets, data, and integrative genomics analysis methods provide a powerful platform for understanding in vitro cellular heterogeneity.
AB - Human induced pluripotent stem cell-derived cardiomyocytes (hiPSC-CMs) have become a powerful tool for human disease modeling and therapeutic testing. However, their use remains limited by their immaturity and heterogeneity. To characterize the source of this heterogeneity, we applied complementary single-cell RNA-seq and bulk RNA-seq technologies over time during hiPSC cardiac differentiation and in the adult heart. Using integrated transcriptomic and splicing analysis, more than half a dozen distinct single-cell populations were observed, several of which were coincident at a single time-point, day 30 of differentiation. To dissect the role of distinct cardiac transcriptional regulators associated with each cell population, we systematically tested the effect of a gain or loss of three transcription factors (NR2F2, TBX5, and HEY2), using CRISPR genome editing and ChIP-seq, in conjunction with patch clamp, calcium imaging, and CyTOF analysis. These targets, data, and integrative genomics analysis methods provide a powerful platform for understanding in vitro cellular heterogeneity.
UR - http://www.scopus.com/inward/record.url?scp=85056959741&partnerID=8YFLogxK
U2 - 10.1038/s41467-018-07333-4
DO - 10.1038/s41467-018-07333-4
M3 - Article
C2 - 30464173
AN - SCOPUS:85056959741
SN - 2041-1723
VL - 9
JO - Nature Communications
JF - Nature Communications
IS - 1
M1 - 4906
ER -