HCA Data Explorer

Single-Cell Transcriptome Profiling of Human Pancreatic Islets in Health and Type 2 Diabetes

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Updated October 18, 2024

We used single-cell RNA-sequencing to generate transcriptional profiles of endocrine and exocrine cell types of the human pancreas. Pancreatic tissue and islets were obtained from six healthy and four T2D cadaveric donors. Islets were cultured and dissociated into single-cell suspension. Viable individual cells were distributed via fluorescence-activated cell sorted (FACS) into 384-well plates containing lysis buffer. Single-cell cDNA libraries were generated using the Smart-seq2 protocol. Gene expression was quantified as reads per kilobase transcript and per million mapped reads (RPKM) using rpkmforgenes. Bioinformatics analysis was used to classify cells into cell types without knowledge of cell types or prior purification of cell populations. We revealed subpopulations in endocrine and exocrine cell types, identified genes with interesting correlations to body mass index (BMI) in specific cell types and found transcriptional alterations in T2D. Complementary whole-islet RNA-seq data have also been deposited at ArrayExpress under accession number E-MTAB-5060 (http://www.ebi.ac.uk/arrayexpress/experiments/E-MTAB-5060).

Rickard SandbergKarolinska InstitutetRickard.Sandberg@ki.se
Athanasia Palasantza1
Rickard Sandberg1
Asa Segerstolpe1
1Karolinska Institutet
Mallory Ann Freeberg
Laura Huerta
Anja Fullgrabe

To reference this project, please use the following link:

https://explore.data.humancellatlas.org/projects/ae71be1d-ddd8-4feb-9bed-24c3ddb6e1ad

Supplementary links are provided by contributors and represent items such as additional data which can’t be hosted here; code that was used to analyze this data; or tools and visualizations associated with this specific dataset.

1.https://www.ebi.ac.uk/gxa/sc/experiments/E-MTAB-5061/Results
INSDC Project Accessions:Array Express Accessions:INSDC Study Accessions:

Atlas

PancreasPancreas v1.0

Analysis Portals

UCSC Cell BrowserUCSC Cell Browser

Project Label

Healthy and type 2 diabetes pancreas

Species

Homo sapiens

Sample Type

specimens

Anatomical Entity

pancreas

Organ Part

islet of Langerhans

Selected Cell Types

Unspecified

Disease Status (Specimen)

Unspecified

Disease Status (Donor)

2 disease statuses

Development Stage

human adult stage

Library Construction Method

Smart-seq2

Nucleic Acid Source

single cell

Paired End

false

Analysis Protocol

MultiSampleSmartSeq2_v2.2.6, SmartSeq2SingleSample_v5.1.5

File Format

7 file formats

Cell Count Estimate

3.5k

Donor Count

10
bai3,514 file(s)bam3,514 file(s)fastq.gz3,514 file(s)loom1 file(s)tsv1 file(s)txt1 file(s)zip1 file(s)