HCA Data Explorer

Single-cell transcriptomics of East-Asian pancreatic islets cells

Access Granted
Updated October 18, 2024

Single-cell RNA-seq (scRNA-seq) of pancreatic islets have reported on α- and β-cell gene expression in mice and subjects of predominantly European ancestry. We aimed to assess these findings in East-Asian islet-cells. 448 islet-cells were captured from three East-Asian non-diabetic subjects for scRNA-seq. Hierarchical clustering using pancreatic cell lineage genes was used to assign cells into cell-types. Differentially expressed transcripts between α- and β-cells were detected using ANOVA and in silico replications of mouse and human islet cell genes were performed. We identified 118 α, 105 β, 6 δ endocrine cells and 47 exocrine cells. Besides INS and GCG, 26 genes showed differential expression between α- and β-cells. 10 genes showed concordant expression as reported in rodents, while FAM46A was significantly discordant. Comparing our East-Asian data with data from primarily European subjects, we replicated several genes implicated in nuclear receptor activations, acute phase response pathway, glutaryl-CoA/tryptophan degradations and EIF2/AMPK/mTOR signaling. Additionally, we identified protein ubiquitination to be associated among East-Asian β-cells. We report on East-Asian α- and β-cell gene signatures and substantiate several genes/pathways. We identify expression signatures in East-Asian β-cells that perhaps reflects increased susceptibility to cell-death and warrants future validations to fully appreciate their role in East-Asian diabetes pathogenesis. Overall design: 448 islet-cells were captured from three East-Asian non-diabetic subjects for scRNA-seq. 223 islet-cells remained after samples QC, and these cells were used for subsequent analyses. Hierarchical clustering using pancreatic cell lineage genes was used to assign cells into cell-types. We identified 118 α and 105 β endocrine cells in our dataset.

Rajkumar DorajooGenome Institute of Singaporedorajoor@gis.a-star.edu.sg
Rajkumar Dorajoo (Experimental Scientist)1
1Genome Institute of Singapore
Parisa Nejad
Schwartz Rachel

To reference this project, please use the following link:

https://explore.data.humancellatlas.org/projects/e77fed30-959d-4fad-bc15-a0a5a85c21d2
None
INSDC Project Accessions:GEO Series Accessions:INSDC Study Accessions:

Atlas

PancreasPancreas v1.0

Analysis Portals

None

Project Label

EastAsianPancreaticIslets

Species

Homo sapiens

Sample Type

specimens

Anatomical Entity

pancreas

Organ Part

islet of Langerhans

Selected Cell Types

2 cell types

Disease Status (Specimen)

normal

Disease Status (Donor)

normal

Development Stage

human adult stage

Library Construction Method

Fluidigm C1-based library preparation

Nucleic Acid Source

single cell

Paired End

true

File Format

fastq.gz

Cell Count Estimate

223

Donor Count

3
fastq.gz446 file(s)