Omics · study · 2026
Immunometabolic Endotypes Define Distinct Clinical Trajectories in Type 2 Diabetes [scRNA-seq I]
Listed in NCBI GEO
Type 2 diabetes (T2D) exhibits substantial heterogeneity, yet current classifications do not fully capture its immune complexity.
Description
Here, we provide transcriptomic datasets from circulating CD14⁺ monocytes (bulk RNA-seq) and peripheral blood mononuclear cells (PBMCs, single-cell RNA-seq) derived from newly diagnosed T2D patients. Using neutrophil, lymphocyte, and monocyte counts, patients were stratified into four immune endotypes via unsupervised clustering: Severe Inflammatory Diabetes (SIND), Mild Inflammatory Diabetes (MIND), Lymphocyte Rich Diabetes (LYRD), and Lymphocyte Deficient Diabetes (LYDD).
Bulk and single-cell transcriptomic analyses reveal endotype-specific immune signatures, including selective expansion of CCR2hi and CD39hi classical monocytes in SIND, enrichment of monocyte states associated with chemotaxis and myeloid activation, and altered adaptive immune programs. These profiles were modulated by IL-1β antagonism and bariatric surgery–induced remission. This dataset provides a resource for exploring the immune heterogeneity of T2D.
Links
Get the data
- GEO FTP directory ftp.ncbi.nlm.nih.gov/geo/series/GSE309nnn/GSE309942 ↗
download · from NCBI GEO
Where it is published
- GEO accession page ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE309942 ↗
landing page · from NCBI GEO
Documentation and papers
- PRJNA1364026 ncbi.nlm.nih.gov/bioproject/PRJNA1364026 ↗
project · from NCBI GEO
Topics
- Stated by source
- Expression profiling by high throughput sequencing · Homo sapiens
- From keywords
- Life Sciences
- Inferred from text
- Genetics 70% · RNA sequencing 65% · Single-cell RNA sequencing 65%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| NCBI GEO | GSE309942 | 14 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · NCBI GEO | connector:ncbi_geo@1.0.0 | |
| concepts[field].anzsrc:group:3105 | enrichment · NCBI GEO | taxonomy-embedding@1.0.0 | title+keywords+description (70%) |
| concepts[field].local:field:life-sciences | mapping · NCBI GEO | connector:ncbi_geo@1.0.0 | |
| concepts[method].geo_series_type:expression-profiling-by-high-throughput-sequencing | source · NCBI GEO | connector:ncbi_geo@1.0.0 | /gdstype |
| concepts[modality].local:modality:rna-seq | enrichment · NCBI GEO | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[modality].local:modality:single-cell-rna-seq | enrichment · NCBI GEO | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[organism].NCBITaxon:9606 | source · NCBI GEO | connector:ncbi_geo@1.0.0 | /taxon |
| description | source · NCBI GEO | connector:ncbi_geo@1.0.0 | /summary |
| publication_date | source · NCBI GEO | connector:ncbi_geo@1.0.0 | |
| title | source · NCBI GEO | connector:ncbi_geo@1.0.0 | /title |