| GEO Accession | GSE176078 |
|---|---|
| Cell Count | |
| Technique | 10X Genomics |
| PMID | 34493872 |
| Title | A single-cell and spatially resolved atlas of human breast cancers |
| Organism | Homo sapiens |
| Overall design | We performed scRNA-Seq (Chromium, 10X Genomics) on 26 primary tumors from three major clinical subtypes of breast cancer, including 11 ER+, 5 HER2+ and 10 TNBC. We also performed bulk RNA-Seq on a total of 24 of these matched samples. |
| Summary | This study presents a single cell and spatially resolved transcriptomics analysis of human breast cancers. We develop a single cell method of intrinsic subtype classification (scSubtype) to reveal recurrent neoplastic cell heterogeneity. Immunophenotyping using CITE-Seq provides high-resolution immune profiles, including novel PD-L1/PD-L2+ macrophage populations associated with clinical outcome. Mesenchymal cells displayed diverse functions and cell surface protein expression through differentiation within 3 major lineages. Stromal-immune niches were spatially organized in tumors, offering insights into anti-tumor immune regulation. Using single cell signatures, we deconvoluted large breast cancer cohorts to stratify them into nine clusters, termed ‘ecotypes’, with unique cellular compositions and clinical outcomes. This study provides a comprehensive transcriptional atlas of the cellular architecture of breast cancer. |
A spatial transcription database site for diseases of human systems
