HCA Data Explorer

Single-cell transcriptomes identify human islet cell signatures and reveal cell-type–specific expression changes in type 2 diabetes

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Updated October 18, 2024

Blood glucose levels are tightly controlled by the coordinated action of at least five cell types constituting pancreatic islets. Changes in the proportion and/or function of these cells are associated with genetic and molecular pathophysiology of monogenic, type 1, and type 2 diabetes (T2D). Cellular heterogeneity impedes precise understanding of the molecular components of each islet cell type that govern islet dysfunction, particularly the less abundant delta and gamma/pancreatic polypeptide (PP) cells. Here, we report single cell transcriptomes for 617 islet cells after profiling ~1000 cells from non-diabetic (ND) and T2D human organ donors. Analyses of non-diabetic single cell transcriptomes identified distinct alpha, beta, delta, and PP/gamma cell-type signatures. Genes linked to rare and common forms of islet dysfunction and diabetes were expressed in the delta and PP/gamma cell types. Moreover, this study revealed that delta cells specifically express receptors that receive and coordinate systemic cues from the leptin, ghrelin, and dopamine signaling pathways implicating them as integrators of central and peripheral metabolic signals into the pancreatic islet. Finally, single cell transcriptome profiling revealed genes differentially regulated between T2D and ND alpha, beta, and delta cells that were undetectable in paired whole islet analyses. This study thus identifies fundamental cell type-specific features of pancreatic islet (dys)function and provides a critical resource for comprehensive understanding of islet biology and diabetes pathogenesis.,Grant ID: Award No. W81XWH-16-1-0130,Grant title: Peer Reviewed Medical Research Program,Funding Source: Assistant Secretary of Defense for Health Affairs,"Affiliation: Jackson Laboratory for Genomic Medicine, Farmington, CT",Name: Michael Stitzel

Michael StitzelThe Jackson LaboratoryMichael.Stitzel@jax.org
Michael Stitzel (Experimental Scientist)1
1The Jackson Laboratory
Tiana Pereira
Gavin James Drumm
Parisa Nejad

To reference this project, please use the following link:

https://explore.data.humancellatlas.org/projects/c6ad8f9b-d26a-4811-b2ba-93d487978446

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.ftp://ftp.ncbi.nlm.nih.gov/geo/series/GSE86nnn/GSE86469/suppl/GSE86469_GEO.islet.single.cell.processed.data.RSEM.raw.expected.counts.csv.gz
INSDC Project Accessions:GEO Series Accessions:INSDC Study Accessions:

Atlas

PancreasPancreas v1.0

Analysis Portals

None

Project Label

HumanT2DPancreas

Species

Homo sapiens

Sample Type

specimens

Anatomical Entity

pancreas

Organ Part

islet of Langerhans

Selected Cell Types

8 cell types

Disease Status (Specimen)

2 disease statuses

Disease Status (Donor)

2 disease statuses

Development Stage

human adult stage

Library Construction Method

Fluidigm C1-based library preparation

Nucleic Acid Source

single cell

Paired End

false

File Format

3 file formats

Cell Count Estimate

638

Donor Count

8
csv.gz1 file(s)fastq.gz638 file(s)xlsx1 file(s)