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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.

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Life Sciences
Inferred from text
Genetics 70% · RNA sequencing 65% · Single-cell RNA sequencing 65%
Provenance · 1 source records, 10 field assertions
SourceKeyLast seenRaw
NCBI GEOGSE30994214 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · NCBI GEOconnector:ncbi_geo@1.0.0
concepts[field].anzsrc:group:3105enrichment · NCBI GEOtaxonomy-embedding@1.0.0title+keywords+description (70%)
concepts[field].local:field:life-sciencesmapping · NCBI GEOconnector:ncbi_geo@1.0.0
concepts[method].geo_series_type:expression-profiling-by-high-throughput-sequencingsource · NCBI GEOconnector:ncbi_geo@1.0.0/gdstype
concepts[modality].local:modality:rna-seqenrichment · NCBI GEOkeyword-concept-rules@1.0.0title+description (65%)
concepts[modality].local:modality:single-cell-rna-seqenrichment · NCBI GEOkeyword-concept-rules@1.0.0title+description (65%)
concepts[organism].NCBITaxon:9606source · NCBI GEOconnector:ncbi_geo@1.0.0/taxon
descriptionsource · NCBI GEOconnector:ncbi_geo@1.0.0/summary
publication_datesource · NCBI GEOconnector:ncbi_geo@1.0.0
titlesource · NCBI GEOconnector:ncbi_geo@1.0.0/title