A single-cell transcriptomic map of the human and mouse pancreas reveals inter- and intra-cell population structure
Transcriptomics Dataset
FAIR Metrics
0 evaluations
General Information
AccessionGSE84133
TitleA single-cell transcriptomic map of the human and mouse pancreas reveals inter- and intra-cell population structure
DescriptionWhile the function of the mammalian pancreas hinges on complex interactions of distinct cell types, gene expression profiles have primarily been described with bulk mixtures of cells. Here, we invoked inDrop, a droplet-based single-cell RNA-Seq method, to determine the transcriptomes of over 12,000 individual pancreatic cells from four human donors and two strains of mice. Cells could be divided into 15 clusters that matched previously characterized cell types: all endocrine cell types, including rare ghrelin-expressing epsilon-cells, exocrine cell types, vascular cells, Schwann cells, quiescent and activated pancreatic stellate cells, and four types of immune cells. We detected subpopulations of ductal cells with distinct expression profiles, and validated their existence with immuno-histochemistry stains. Moreover, among human beta-cells, we detected heterogeneity in the regulation of genes relating to functional maturation and levels of ER-stress. Finally, we deconvolve bulk gene expression samples using single-cell RNA-Seq to detect disease associated differential expression. Thus, our cross-species dataset provides a resource for the discovery of novel cell type-specific and cell type-restricted transcription factors, signaling receptors, and medically-relevant genes.
Landing Pagehttps://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE84133
RepositoryGene Expression Omnibus
Tools used to analyze the dataset

Dataset Accession

ARCHS4
Published September 2017
ARCHS4 provides access to gene counts from HiSeq 2000 and HiSeq 2500 platforms for human and mouse experiments from GEO ...
4645
Clustergrammer
Published October 2017
Web-based tool for visualizing and analyzing high-dimensional data as interactive and shareable heatmaps
4645
Canned Analyses generated with the dataset

Dataset Accession
Tool Name

Interactive heatmap visualization of RNA-seq dataset GSE84133
Highly interactive web-based heatmap visualization of the top 500 most variable genes in t...
Interactive heatmap visualization of RNA-seq dataset GSE84133
Highly interactive web-based heatmap visualization of the top 500 most variable genes in t...
FAIR Evaluation
Sorry, you must be signed in to evaluate this object.