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Single-cell transcriptomics reveal PRRC1 as a malignant cell enriched driver of DNA repair and therapy resistance in
Sachin Kumar1, Ming-Cheng Tsai2, Dahlak Daniel Solomon3
1Ph.D. Program for Cancer Molecular Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei 11031, Taiwan; Faculty of Applied Sciences and Biotechnology, Shoolini University of Biotechnology and Management Sciences, Himachal Pradesh, 173229, India.
Abstract:
Glioblastoma (GBM) is the most aggressive primary brain tumor and remains largely refractory to radiotherapy and temozolomide-based therapy. Although these treatments induce DNA damage, GBM cells frequently survive by activating DNA damage response (DDR) signaling, checkpoint pathways, and stress-adaptive programs. While core DNA repair enzymes are well characterized, regulatory factors that modulate DDR-associated cellular states in malignant GBM cells remain incompletely understood. We performed unbiased multi-omics analyses integrating single-cell RNA sequencing, bulk transcriptomic cohorts, and TCGA DNA methylation data, which identified proline-rich coiled-coil 1 (PRRC1) as a top candidate gene. PRRC1 is poorly characterized in cancer, and its role in GBM has not been defined. Functional annotation using Gene Ontology, MetaCore pathway enrichment, and gene set enrichment analysis revealed strong associations with chromatin organization, cell-cycle regulation, and DDR-related programs, including homologous recombination and checkpoint signaling. Pharmacogenomic correlations were evaluated using GDSC datasets, and exploratory molecular docking was performed using an AlphaFold-predicted PRRC1 structure. PRRC1 expression was significantly elevated in GBM compared with normal brain tissue, increased with glioma grade, and correlated with reduced patient survival. Single-cell analysis demonstrated preferential enrichment of PRRC1 in malignant tumor populations with minimal expression in non-malignant cells. Functional validation using shRNA-mediated knockdown in U87 and patient-derived GBM cells showed marked reductions in proliferation, clonogenic survival, anchorage-independent growth, and three-dimensional spheroid formation. Under genotoxic stress, PRRC1-deficient cells exhibited enhanced γ-H2AX accumulation, indicating increased DNA damage signaling burden and reduced stress tolerance. Collectively, these findings indicate that PRRC1 supports proliferative and stress-adaptive transcriptional states in GBM, and its suppression compromises tumor cell fitness, highlighting PRRC1 as a potential therapeutic vulnerability in glioblastoma.
Insights
Proline-rich coiled-coil 1 (PRRC1) supports glioblastoma (GBM) growth and survival by aiding DNA damage response and cell proliferation. Suppressing PRRC1 in GBM cells reduces tumor growth and stress tolerance, identifying it as a potential therapeutic target.
Area of Science:
- Oncology
- Genetics
- Molecular Biology
Background:
- Glioblastoma (GBM) is an aggressive brain tumor resistant to standard therapies like radiotherapy and temozolomide.
- GBM survival relies on DNA damage response (DDR) and stress-adaptive pathways, yet regulatory factors remain unclear.
- Understanding these regulatory factors is crucial for developing effective GBM treatments.
Purpose of the Study:
- To identify novel regulatory factors involved in GBM's DNA damage response and stress adaptation.
- To investigate the role of proline-rich coiled-coil 1 (PRRC1) in glioblastoma.
- To assess PRRC1 as a potential therapeutic vulnerability in GBM.
Main Methods:
- Unbiased multi-omics analyses integrating single-cell RNA sequencing, bulk transcriptomics, and TCGA DNA methylation data.
- Functional annotation (Gene Ontology, MetaCore, GSEA) and pharmacogenomic correlations (GDSC).
- PRRC1 knockdown experiments in GBM cell lines and patient-derived cells, followed by proliferation, survival, and DNA damage assays.
Main Results:
- PRRC1 was identified as a top candidate gene, significantly elevated in GBM and correlated with higher glioma grade and reduced survival.
- PRRC1 expression was enriched in malignant GBM cells compared to non-malignant cells.
- PRRC1 knockdown reduced GBM cell proliferation, survival, and anchorage-independent growth, and increased DNA damage signaling under stress.
Conclusions:
- PRRC1 plays a critical role in supporting GBM cell proliferation and stress adaptation.
- PRRC1 suppression compromises GBM tumor cell fitness, highlighting its potential as a therapeutic target.
- Targeting PRRC1 may offer a novel strategy to overcome GBM treatment resistance.
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