GEO series
Single-cell analysis uncovers preserved prostate cancer lineages and universally altered pathways in Matrigel-free patient-derived organoids
GSE305752
Homo sapiens
Expression profiling by high throughput sequencing; Third-party reanalysis
17 samples
2025/10/14
GPL24676
Summary
The application of patient-derived organoids (PDOs) in prostate cancer (PCa) research has been hampered by poor take-rates and benign overgrowth. We highlight the limitations of existing culture conditions and identify extracellular matrix (ECM) composition as a determinant of organoid outcome. Single-cell RNA sequencing (scRNA-seq) reveals that Matrigel-free PDOs preserve patient-specific PCa cells with active AR signaling, and enrich in intermediate cells. In contrast, Matrigel fails to maintain primary PCa cells and produces in vitro basal-like cells divergent from patient samples. Furthermore, we redefine cell type-signatures, identify biomarkers discriminating tumor versus all other cell types, and show that expression of laminin-binding integrins is a hallmark of Matrigel-derived organoids. Finally, integrating previously published datasets with our data, we generate a Prostate PDO single-cell atlas (PPScA). The PPScA captures a spectrum of cellular identities, and reveals pathways universally altered in vitro. Our study provides methodological improvements for short-term cultures and cellular biology insights.
Download
NCBI GEO page ↗
Paper (PMID 41037396) ↗
{# Names what the click gives you. "Open in finder" meant nothing to a
visitor who arrived from a search engine and has never seen the tool. #}
Find more
human RNA-seq datasets →
Similar datasets
- GSE245825 Cardiac Fibrosis in Dilated Cardiomyopathy: Transcriptomics Insights, Histological Correlations, and Organoid Model Verifications [RNA-seq I] 58 samples
- GSE303463 Clinical and Molecular differences of hypertensive disorders during pregnancy 168 samples
- GSE206289 SARS-CoV-2 induced immune perturbations in infants vary with disease severity and differ from adults’ responses 40 samples
- GSE245139 Long circulating RNAs identified as biomarker candidates for risk stratification in childhood acute lymphoblastic leukemia 45 samples
- GSE310929 Deciphering sepsis molecular subtypes using large-scale data to identify subtype-specific drug repurposing 193 samples
- GSE297368 From gene expression to pregnancy prediction: towards precision ART through systems biology and Bayesian modeling 43 samples
- GSE232236 CD49a expression and induction of cytotoxicity on human tissue-resident CD8+ T cells is controlled by RUNX2 and RUNX3 transcription factor activity [RNA-seq] 39 samples
- GSE292142 Beyond BRCA deficiency: Clinical and molecular predictors of survival in patients with BRCA-deficient tubo-ovarian high-grade serous carcinoma [RNA-Seq] 23 samples
Share this dataset
Metadata from NCBI GEO, cached and refreshed periodically — the NCBI page above is authoritative. Downloads link straight to NCBI/ENA; nothing is proxied through BioTransfer.