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Updated: Aug 12, 2025

Predictive Immune Modeling of Solid Tumors
Published on: February 25, 2020
PBRM1 mutation as a predictive biomarker for immunotherapy in multiple cancers.
Jiali Dai1, Yanan Cui1, Xiao Liang1
1Department of Oncology, First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
Polybromo-1 (PBRM1) mutations are linked to better immunotherapy response and prognosis across various cancers. This suggests PBRM1 mutations could guide personalized cancer treatment strategies.
Area of Science:
- Oncology
- Immunotherapy
- Genetics
Background:
- Polybromo-1 (PBRM1) mutations are associated with immunotherapy response in clear cell renal cell carcinoma (ccRCC).
- The correlation between PBRM1 mutations and immune checkpoint inhibitor (ICI) response in pan-cancer settings requires further clarification.
Purpose of the Study:
- To investigate the association between PBRM1 mutations and ICI efficacy in a pan-cancer cohort.
- To explore the relationship between PBRM1 and the tumor immune microenvironment.
Main Methods:
- Retrospective analysis of clinical and whole exome sequencing (WES) data from seven immunotherapy studies (discovery cohort).
- Validation using a separate large cohort and a non-small cell lung cancer (NSCLC) cohort.
- Gene set enrichment analysis (GSEA) to assess immune-related pathways.
Main Results:
- PBRM1 mutations correlated with improved progression-free survival (PFS), objective response rate (ORR), and disease control rate (DCR) in the discovery cohort.
- PBRM1 mutations were associated with longer overall survival (OS) in the validation cohort.
- Significant improvements in PFS, ORR, and DCR were observed in NSCLC patients with PBRM1 mutations.
- GSEA revealed PBRM1 mutations are linked to immune efficacy, including T-cell activation and cytokine production.
Conclusions:
- PBRM1 mutations show a strong correlation with patient prognosis and immune response to immunotherapy.
- PBRM1 mutation status may serve as a predictive biomarker for guiding clinical management and personalized immunotherapy strategies.
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