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Updated: Oct 10, 2025

Next Generation Sequencing for the Detection of Actionable Mutations in Solid and Liquid Tumors
Published on: September 20, 2016
Analysis of Mutations and Dysregulated Pathways Unravels Carcinogenic Effect and Clinical Actionability of Mutational
Zedong Jiang1, Gaoming Liao1, Yiran Yang1
1College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China.
Abstract:
Somatic mutations accumulate over time in cancer cells as a consequence of mutational processes. However, the role of mutational processes in carcinogenesis remains poorly understood. Here, we infer the causal relationship between mutational processes and somatic mutations in 5,828 samples spanning 34 cancer subtypes. We found most mutational processes cause abundant recurrent mutations in cancer genes, while exceptionally ultraviolet exposure and altered activity of the error-prone polymerase bring a large number of recurrent non-driver mutations. Furthermore, some mutations are specifically induced by a certain mutational process, such as IDH1 p.R132H which is mainly caused by spontaneous deamination of 5-methylcytosine. At the pathway level, clock-like mutational processes extensively trigger mutations to dysregulate cancer signal transduction pathways. In addition, APOBEC mutational process destroys DNA double-strand break repair pathway, and bladder cancer patients with high APOBEC activity, though with homologous recombination proficient, show a significantly longer overall survival with platinum regimens. These findings help to understand how mutational processes act on the genome to promote carcinogenesis, and further, presents novel insights for cancer prevention and treatment, as our results showing, APOBEC mutagenesis and HRD synergistically contributed to the clinical benefits of platinum-based treatment.
Insights
Mutational processes drive cancer development by causing specific DNA mutations. Understanding these processes, like APOBEC activity, offers new strategies for cancer prevention and platinum-based treatment.
Area of Science:
- Genomics
- Cancer Biology
- Molecular Oncology
Background:
- Somatic mutations are a hallmark of cancer, accumulating due to various mutational processes.
- The precise role of these processes in driving carcinogenesis is not fully understood.
Purpose of the Study:
- To investigate the causal relationships between mutational processes and somatic mutations across diverse cancer types.
- To identify specific mutational signatures and their impact on cancer genes and pathways.
Main Methods:
- Analysis of somatic mutation data from 5,828 cancer samples across 34 subtypes.
- Inference of causal links between mutational processes and observed mutation patterns.
Main Results:
- Most mutational processes generate recurrent mutations in cancer genes.
- Ultraviolet radiation and error-prone polymerases create numerous non-driver mutations.
- Specific mutations, like IDH1 p.R132H, are linked to distinct mutational processes (e.g., 5-methylcytosine deamination).
- Clock-like processes dysregulate cancer signaling pathways.
- APOBEC activity disrupts DNA repair pathways, correlating with improved survival in bladder cancer patients treated with platinum.
Conclusions:
- Mutational processes significantly influence cancer genome evolution and carcinogenesis.
- APOBEC mutagenesis and homologous recombination deficiency (HRD) synergistically enhance the efficacy of platinum-based therapies.
- Findings provide insights for targeted cancer prevention and treatment strategies.
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