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Updated: Dec 19, 2025

Predictive Immune Modeling of Solid Tumors
Published on: February 25, 2020
Prevalence of PRKDC mutations and association with response to immune checkpoint inhibitors in solid tumors
Yu Chen1,2,3, Yi Li4, Yanfang Guan5
1Department of Medical Oncology, Fujian Medical University Cancer Hospital & Fujian Cancer Hospital, Fuzhou, China.
Abstract:
Predictive biomarkers of response to immune checkpoint inhibitors (ICI) help to identify cancer patients who will benefit from immunotherapy. Protein kinase, DNA-activated, catalytic subunit (PRKDC) is an important gene for DNA double-strand break (DSB) repair and central T-cell tolerance. We aimed to investigate the association between PRKDC mutations and tumor mutation burden (TMB), tumor microenvironment (TME), and response to ICI. Whole-exome sequencing data of 4023 solid tumor samples from the Cancer Genome Atlas (TCGA) and panel-based sequencing data of 3877 solid tumor samples from Geneplus-Beijing, China, were used to analyze the TMB. The mRNA expression data of 3541 solid tumor samples from TCGA were used to explore the effect of PRKDC mutations on the TME. Four ICI-treated cohorts were analyzed for verifying the correlation between PRKDC mutations and the response to ICI. In both the TCGA and Geneplus datasets, we found that the TMB in PRKDC mutation samples was significantly higher than in PRKDC wild-type samples (P < 0.05 and P < 0.0001, respectively). Further, TCGA datasets showed that PRKDC mutation samples were associated with a significantly increased expression of CD8+ T cells, NK cells, immune checkpoint, chemokines, etc. compared to PRKDC wild-type samples (P < 0.05). In ICI-treated cohorts, we also found the PRKDC mutations were associated with increased survival (median PFS, not reached vs. 6.8 months, HR, 0.2893; 95% CI, 0.1255-0.6672; P = 0.0650, Hellmann cohort; median OS, 1184 days vs. 250 days, HR, 0.5126; 95% CI, 0.2715-0.9679; P = 0.1020, Allen cohort), and the increase was significant in multivariate analysis (HR, 0.361; 95% CI, 0.155-0.841; P = 0.018, Allen cohort; HR, 0.240 95% CI, 0.058-0.998; P = 0.050, Hellmann cohort). In summary, we found that PRKDC mutation often appeared to co-exist with deficiency in some other DNA damage repair mechanism and is nonetheless one of the important factors associated with increased TMB, inflamed TME, and better response to ICI.
Insights
Protein kinase, DNA-activated, catalytic subunit (PRKDC) mutations are linked to higher tumor mutation burden and a more inflamed tumor microenvironment. These mutations predict a better response to immune checkpoint inhibitors (ICI) in cancer patients.
Area of Science:
- Oncology
- Immunology
- Genetics
Background:
- Immune checkpoint inhibitors (ICI) have revolutionized cancer treatment.
- Identifying predictive biomarkers for ICI response is crucial for patient selection.
- Protein kinase, DNA-activated, catalytic subunit (PRKDC) plays a role in DNA repair and T-cell regulation.
Purpose of the Study:
- To investigate the association between PRKDC mutations and tumor mutation burden (TMB).
- To explore the impact of PRKDC mutations on the tumor microenvironment (TME).
- To determine if PRKDC mutations predict response to ICI therapy.
Main Methods:
- Analysis of whole-exome sequencing and panel-based sequencing data from TCGA and Geneplus-Beijing datasets for TMB.
- Exploration of mRNA expression data from TCGA to assess TME characteristics.
- Validation in four independent ICI-treated cohorts to correlate PRKDC mutations with clinical outcomes.
Main Results:
- PRKDC mutations were significantly associated with higher TMB in both analyzed datasets.
- PRKDC mutations correlated with increased expression of CD8+ T cells, NK cells, and immune checkpoints in the TME.
- PRKDC mutations were linked to improved survival outcomes (PFS and OS) in ICI-treated patients, particularly in multivariate analyses.
Conclusions:
- PRKDC mutations are associated with increased TMB and an inflamed TME.
- PRKDC mutations serve as a predictive biomarker for enhanced response to immune checkpoint inhibitors.
- PRKDC mutations may co-occur with other DNA damage repair deficiencies, contributing to these favorable outcomes.
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