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 97 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
97 citing papers in PubMed.
- Respiratory Organ-on-a-Chip for Disease Modeling: From Architecture to Functional Integration.Advanced healthcare materials · 2026Review
- Investigational New Drug-enabling studies in a human vessel-chip: Are we there yet?Bioengineering & translational medicine · 2026Review
- International Union of Basic and Clinical Pharmacology. CXXI. Apelin receptor pharmacology in the human cardiovascular system and emerging clinical applications.Pharmacological reviews · 2026Review
- ETV2 Mediated Differentiation of Human Pluripotent Stem Cells Results in Functional Endothelial Cells for Engineering Advanced Vascularized Microphysiological Models.Advanced healthcare materials · 2026Article
- 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
- Membrane Curvature Promotes ER-PM Contact Formation via Junctophilin-EHD Interactions.bioRxiv : the preprint server for biology · 2024Article
- Sources and applications of endothelial seed cells: a review.Stem cell research & therapy · 2024Review
- Addressing Cardiovascular Toxicity Risk of Electronic Nicotine Delivery Systems in the Twenty-First Century: "What Are the Tools Needed for the Job?" and "Do We Have Them?"Cardiovascular toxicology · 2024Review
- Direct programming of human pluripotent stem cells into endothelial progenitors with SOX17 and FGF2.Stem cell reports · 2024Article
37 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
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.
Indexed as
Identifiers
What Socratic holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.