Omics · dataset · 2026
Processed single-cell RNA-sequencing datasets and annotation files for the analysis of macrophage heterogeneity in acute pancreatitis
Listed in Teesside University Research Data Repository
This dataset contains processed single-cell RNA-sequencing analysis resources generated during the re-analysis of publicly available acute pancreatitis (AP) datasets.
Description
The dataset was prepared to improve transparency, reproducibility, and interpretation of macrophage heterogeneity in AP. The repository includes sample information files and annotated Seurat objects derived from two GEO datasets: GSE249349 and GSE188819.
For GSE249349, the analysis included control (0 h), AP 12 h, and AP 24 h samples (GSM7937395, GSM7937396, and GSM7937397, respectively). Quality control filtering, normalization, dimensionality reduction, Harmony integration, clustering, and cell-type annotation were performed using the Seurat framework. Myeloid cells were further extracted and re-clustered to characterize macrophage-associated populations.
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For GSE188819, publicly available count matrices and sample metadata from WT and cerulein-induced AP samples (GSM5690480–GSM5690483) were re-analyzed using a comparable Seurat-based workflow. The repository contains: GSE249349_sample information.xls: sample information compiled from GEO metadata for the samples included in the present analysis. GSE188819_sample information.xls: sample information compiled from GEO metadata for the samples included in the present analysis.
GSE249349_anno.rds: processed and annotated Seurat object generated from the re-analysis of GSE249349. GSE188819_anno.rds: processed and annotated Seurat object generated from the re-analysis of GSE188819. Cell-type annotations were determined based on cluster-specific marker expression identified using Seurat and established macrophage-associated markers.
Macrophage populations were conservatively annotated as M1-like and M2-like states to reflect polarization-associated transcriptional programs rather than discrete macrophage identities. The original sequencing data are publicly available through the Gene Expression Omnibus (GEO) database under accession numbers GSE249349 and GSE188819. This repository provides processed analysis objects and annotation information to facilitate independent evaluation and reuse of the single-cell analyses presented in this study.
Links
Where it is published
- DOI doi.org/10.17632/d6b9948d4d.1 ↗
DOI / persistent id · from researchdata tees ac uk
Catalogue records · 1
- OAI-PMH record data.mendeley.com/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Adata… ↗
metadata API · from researchdata tees ac uk
Topics
- From keywords
- Earth & Environmental Science · Life Sciences · Single-cell RNA sequencing
- Inferred from text
- Sequencing 75%
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Teesside University Research Data Repository | oai:data.mendeley.com/d6b9948d4d.1 | 13 h ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[modality].local:modality:sequencing | enrichment · researchdata tees ac uk | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[modality].local:modality:single-cell-rna-seq | mapping · researchdata tees ac uk | vocabulary-mapper@1.0.0 | keywords['Single-Cell RNA Sequencing'] |
| description | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/description |
| license | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/rights |
| publication_date | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| title | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/title |