ArticleCirculation research2018
Large-Scale Single-Cell RNA-Seq Reveals Molecular Signatures of Heterogeneous Populations of Human Induced Pluripotent Stem Cell-Derived Endothelial Cells.
Article in Circulation research, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 101 papers.
What it found
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Who cites it
101 citing papers in PubMed.
- Induced pluripotent stem cells from discovery to translation.Nature medicine · 2026Review
- Induced Pluripotent Stem Cell-Derived Small-Diameter Vascular Grafts: Scaffold Design, Immune Engineering, and Clinical Translation.Journal of cellular physiology · 2026Review
- Respiratory Organ-on-a-Chip for Disease Modeling: From Architecture to Functional Integration.Advanced healthcare materials · 2026Review
- ETV2 Mediated Differentiation of Human Pluripotent Stem Cells Results in Functional Endothelial Cells for Engineering Advanced Vascularized Microphysiological Models.Advanced healthcare materials · 2026Article
- International Union of Basic and Clinical Pharmacology. CXXI. Apelin receptor pharmacology in the human cardiovascular system and emerging clinical applications.Pharmacological reviews · 2026Review
- Investigational New Drug-enabling studies in a human vessel-chip: Are we there yet?Bioengineering & translational medicine · 2026Review
- VEGF/ERK activation and PI3K inhibition together drive a vein-to-artery transition in anbioRxiv : the preprint server for biology · 2025Article
- Discovery of a pre-vein progenitor that requires VEGF/ERK inhibition to complete vein differentiation.bioRxiv : the preprint server for biology · 2025Article
- Progress in recapitulating morphogenesis of blood microvascular structures for microphysiological systems development.Biochemical Society transactions · 2025Article
- Single-Cell Analysis of Alternative Splicing and Gene Regulatory Network Reveals Remarkable Expression and Regulation Dynamics During Human Early Embryonic Development.FASEB bioAdvances · 2025Article
- Gastruloids enable modeling of the earliest stages of human cardiac and hepatic vascularization.Science (New York, N.Y.) · 2025Article
- Pioneer factor ETV2 safeguards endothelial cell specification by recruiting the repressor REST to restrict alternative lineage commitment.Nature cardiovascular research · 2025Article
- Cardioprotection by poloxamer 188 is mediated through increased endothelial nitric oxide production.Scientific reports · 2025Article
- 3D Bioprinted Coaxial Testis Model Using Human Induced Pluripotent Stem Cells:A Step Toward Bicompartmental Cytoarchitecture and Functionalization.Advanced healthcare materials · 2025Article
- Applications of Single-Cell Omics Technologies for Induced Pluripotent Stem Cell-Based Cardiovascular Research.International journal of stem cells · 2025Review
- Time-efficient strategies in human iPS cell-derived pancreatic progenitor differentiation and cryopreservation: advancing towards practical applications.Stem cell research & therapy · 2024Article
- Plasma membrane curvature regulates the formation of contacts with the endoplasmic reticulum.Nature cell biology · 2024Article
- BNIP3+ fibroblasts associated with hypoxia and inflammation predict prognosis and immunotherapy response in pancreatic ductal adenocarcinoma.Journal of translational medicine · 2024Article
- Engineered model of heart tissue repair for exploring fibrotic processes and therapeutic interventions.Nature communications · 2024Article
- Unveiling impaired vascular function and cellular heterogeneity in diabetic donor-derived vascular organoids.Stem cells (Dayton, Ohio) · 2024Article
41 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
14 authors.
Funding
Abstract
rationaleHuman-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, inefficiency of the currently available iPSC-EC differentiation protocol and underlying heterogeneity of derived iPSC-ECs remain as major limitations of iPSC-EC technology.
objectiveHere, 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
resultsBona fide iPSC-EC cluster was identified by scRNA-seq, which expressed high levels of endothelial-specific 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 identified, which included immature cardiomyocytes, hepatic-like cells, and vascular smooth muscle cells. Furthermore, scRNA-seq analysis of purified iPSC-ECs revealed transcriptional heterogeneity with 4 major subpopulations, marked by robust enrichment of CLDN5, APLNR, GJA5, and ESM1 genes, respectively.
conclusionsMassively parallel, droplet-based scRNA-seq allowed meticulous analysis of thousands of human iPSCs subjected to iPSC-EC differentiation. Results showed inefficiency of the differentiation technique, which can be improved with further studies based on identification of molecular signatures that inhibit expansion of nonendothelial cell types. Subtypes of bona fide human iPSC-ECs were also identified, allowing us to sort for iPSC-ECs with specific biological function and identity.
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