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Updated: Sep 21, 2025

Genome-Wide Analysis of DNA Methylation in Gastrointestinal Cancer
Published on: September 18, 2020
Analysis of DNA Repair-Related Prognostic Function and Mechanism in Gastric Cancer
Liqiang Wang1,2, Jianping Lu3, Ying Song1,2
1Key Laboratory of Preservation of Human Genetic Resources and Disease Control in China (Harbin Medical University), Ministry of Education, Harbin, China.
Abstract:
DNA repair mechanisms have been proven to be essential for cells, and abnormalities in DNA repair could cause various diseases, such as cancer. However, the diversity and complexity of DNA repair mechanisms obscure the functions of DNA repair in cancers. In addition, the relationships between DNA repair, the tumor mutational burden (TMB), and immune infiltration are still ambiguous. In the present study, we evaluated the prognostic values of various types of DNA repair mechanisms and found that double-strand break repair through single-strand annealing (SSA) and nonhomologous end-joining (NHEJ) was the most prognostic DNA repair processes in gastric cancer (GC) patients. Based on the activity of these two approaches and expression profiles, we constructed a HR-LR model, which could accurately divide patients into high-risk and low-risk groups with different probabilities of survival and recurrence. Similarly, we also constructed a cancer-normal model to estimate whether an individual had GC or normal health status. The prognostic value of the HR-LR model and the accuracy of the cancer-normal model were validated in several independent datasets. Notably, low-risk samples, which had higher SSA and NHEJ activities, had more somatic mutations and less immune infiltration. Furthermore, the analysis found that low-risk samples had higher and lower methylation levels in CpG islands (CGIs) and open sea regions respectively, and had higher expression levels of programmed death-ligand 1 (PD-L1) and lower methylation levels in the promoter of the gene encoding PD-L1. Moreover, low-risk samples were characterized primarily by higher levels of CD4+ memory T cells, CD8+ naive T cells, and CD8+ TEM cells than those in high-risk samples. Finally, we proposed a decision tree and nomogram to help predict the clinical outcome of an individual. These results provide an improved understanding of the complexity of DNA repair, the TMB, and immune infiltration in GC, and present an accurate prognostic model for use in GC patients.
Insights
This study identifies DNA repair pathways, specifically single-strand annealing (SSA) and nonhomologous end-joining (NHEJ), as key prognostic indicators in gastric cancer (GC). A novel model predicts patient risk, survival, and immune infiltration, aiding clinical outcomes.
Area of Science:
- Genetics and Molecular Biology
- Oncology
- Immunology
Background:
- DNA repair is crucial for cellular health; its dysfunction is linked to diseases like cancer.
- The intricate nature of DNA repair mechanisms complicates their role in cancer, TMB, and immune responses.
Purpose of the Study:
- To investigate the prognostic significance of various DNA repair pathways in gastric cancer (GC).
- To develop predictive models for GC patient risk stratification, survival, and diagnosis.
Main Methods:
- Evaluated prognostic values of DNA repair mechanisms, focusing on SSA and NHEJ.
- Constructed a high-risk/low-risk (HR-LR) model and a cancer-normal diagnostic model using gene expression.
- Validated models using independent datasets and analyzed associations with TMB, immune infiltration, and methylation.
Main Results:
- SSA and NHEJ were identified as the most prognostic DNA repair pathways in GC.
- The HR-LR model accurately stratified patients by survival and recurrence risk.
- Low-risk GC samples showed higher SSA/NHEJ activity, increased somatic mutations, altered methylation patterns, and distinct immune cell profiles.
Conclusions:
- Developed validated prognostic and diagnostic models for GC based on DNA repair activity.
- Elucidated complex interactions between DNA repair, TMB, and immune infiltration in GC.
- Proposed clinical tools (decision tree, nomogram) for predicting GC patient outcomes.
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