TY - JOUR
T1 - Large-Scale Single-Cell RNA-Seq Reveals Molecular Signatures of Heterogeneous Populations of Human Induced Pluripotent Stem Cell-Derived Endothelial Cells
AU - Paik, David T.
AU - Tian, Lei
AU - Lee, Jaecheol
AU - Sayed, Nazish
AU - Chen, Ian Y.
AU - Rhee, Siyeon
AU - Rhee, June-Wha
AU - Kim, Youngkyun
AU - Wirka, Robert C.
AU - Buikema, Jan W.
AU - Wu, Sean M.
AU - Red-Horse, Kristy
AU - Quertermous, Thomas
AU - Wu, Joseph C.
N1 - Publisher Copyright:
© 2018 American Heart Association, Inc.
PY - 2018/8/3
Y1 - 2018/8/3
N2 - Rationale: Human-induced pluripotent stem cell-derived endothelial cells (iPSC-ECs) have risen as a useful tool in cardiovascular research, offering a wide gamut of translational and clinical applications. However, ineffciency of the currently available iPSC-EC differentiation protocol and underlying heterogeneity of derived iPSC-ECs remain as major limitations of iPSC-EC technology. Objective: Here, we performed droplet-based single-cell RNA sequencing (scRNA-seq) of the human iPSCs after iPSC-EC differentiation. Droplet-based scRNA-seq enables analysis of thousands of cells in parallel, allowing comprehensive analysis of transcriptional heterogeneity. Methods and Results: Bona fde iPSC-EC cluster was identifed by scRNA-seq, which expressed high levels of endothelial-specifc genes. iPSC-ECs, sorted by CD144 antibody-conjugated magnetic sorting, exhibited standard endothelial morphology and function including tube formation, response to inflammatory signals, and production of NO. Nonendothelial cell populations resulting from the differentiation protocol were identifed, which included immature cardiomyocytes, hepatic-like cells, and vascular smooth muscle cells. Furthermore, scRNA-seq analysis of purifed iPSC-ECs revealed transcriptional heterogeneity with 4 major subpopulations, marked by robust enrichment of CLDN5, APLNR, GJA5, and ESM1 genes, respectively. Conclusions: Massively parallel, droplet-based scRNA-seq allowed meticulous analysis of thousands of human iPSCs subjected to iPSC-EC differentiation. Results showed ineffciency of the differentiation technique, which can be improved with further studies based on identifcation of molecular signatures that inhibit expansion of nonendothelial cell types. Subtypes of bona fde human iPSC-ECs were also identifed, allowing us to sort for iPSC-ECs with specifc biological function and identity.
AB - Rationale: Human-induced pluripotent stem cell-derived endothelial cells (iPSC-ECs) have risen as a useful tool in cardiovascular research, offering a wide gamut of translational and clinical applications. However, ineffciency of the currently available iPSC-EC differentiation protocol and underlying heterogeneity of derived iPSC-ECs remain as major limitations of iPSC-EC technology. Objective: Here, we performed droplet-based single-cell RNA sequencing (scRNA-seq) of the human iPSCs after iPSC-EC differentiation. Droplet-based scRNA-seq enables analysis of thousands of cells in parallel, allowing comprehensive analysis of transcriptional heterogeneity. Methods and Results: Bona fde iPSC-EC cluster was identifed by scRNA-seq, which expressed high levels of endothelial-specifc genes. iPSC-ECs, sorted by CD144 antibody-conjugated magnetic sorting, exhibited standard endothelial morphology and function including tube formation, response to inflammatory signals, and production of NO. Nonendothelial cell populations resulting from the differentiation protocol were identifed, which included immature cardiomyocytes, hepatic-like cells, and vascular smooth muscle cells. Furthermore, scRNA-seq analysis of purifed iPSC-ECs revealed transcriptional heterogeneity with 4 major subpopulations, marked by robust enrichment of CLDN5, APLNR, GJA5, and ESM1 genes, respectively. Conclusions: Massively parallel, droplet-based scRNA-seq allowed meticulous analysis of thousands of human iPSCs subjected to iPSC-EC differentiation. Results showed ineffciency of the differentiation technique, which can be improved with further studies based on identifcation of molecular signatures that inhibit expansion of nonendothelial cell types. Subtypes of bona fde human iPSC-ECs were also identifed, allowing us to sort for iPSC-ECs with specifc biological function and identity.
KW - cardiac
KW - computational biology
KW - endothelial cells
KW - induced pluripotent stem cells
KW - myocytes
KW - stem cells
U2 - 10.1161/CIRCRESAHA.118.312913
DO - 10.1161/CIRCRESAHA.118.312913
M3 - Article
C2 - 29986945
SN - 0009-7330
VL - 123
SP - 443
EP - 450
JO - Circulation Research
JF - Circulation Research
IS - 4
ER -