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Updated: May 4, 2026

Detecting Somatic Genetic Alterations in Tumor Specimens by Exon Capture and Massively Parallel Sequencing
Published on: October 18, 2013
Linking somatic mutations in cancer to the electronic properties of DNA
Benoît de Witte1,2,3, Cyril Karamaoun1,2, Pauline Hermans1,2
1Computational Biology and Bioinformatics, Université Libre de Bruxelles, Brussels, Belgium.
Abstract:
Oxidative stress, generated by both endogenous and exogenous agents, can cause DNA lesions that, if not repaired, accumulate as somatic mutations and can contribute to cancer initiation. Here, we explored this problem through the lens of DNA electronic properties, quantified by the vertical ionization potential (vIP) of nucleobase motifs, which reflects their susceptibility to oxidation. We analyzed genome-wide experimental data on oxidative DNA damage and found that the highest damage levels occur in regions with low vIP values, suggesting a causal link between them. The analysis of cancer mutational signatures and their annotated aetiologies revealed strong anticorrelations between mutation frequency and vIP values, particularly in cancers driven by oxidative DNA damage, such as lung cancer. We further computed anticorrelations between vIP values and the frequencies of mutated motifs across coding and non-coding regions and across different mutation types, observing the strongest anticorrelations for silent mutations, consistent with their reduced selective pressure. Moreover, similar anticorrelations were observed for somatic mutations in cancer and normal tissues, as well as for germline mutations, suggesting that they arise from similar mutagenesis processes. This work clarifies how oxidative damage, DNA electronic properties and carcinogenesis are related and help identify genomic regions more prone to mutations.
Insights
Oxidative stress causes DNA damage, leading to mutations and cancer. This study links DNA electronic properties, specifically vertical ionization potential (vIP), to mutation hotspots, aiding in cancer risk prediction.
Area of Science:
- Genomics
- Biochemistry
- Cancer Research
Background:
- Oxidative stress induces DNA lesions, contributing to somatic mutations and cancer initiation.
- DNA electronic properties, like vertical ionization potential (vIP), influence susceptibility to oxidative damage.
Purpose of the Study:
- To investigate the relationship between DNA electronic properties and oxidative DNA damage.
- To explore the correlation between vIP and mutation frequencies in various cancer types.
- To identify genomic regions susceptible to oxidative mutagenesis.
Main Methods:
- Analysis of genome-wide oxidative DNA damage data.
- Computation of vertical ionization potential (vIP) for nucleobase motifs.
- Analysis of cancer mutational signatures and frequencies across different genomic regions and mutation types.
Main Results:
- Highest oxidative DNA damage levels correlate with low vIP regions.
- Strong anticorrelations observed between mutation frequency and vIP, especially in oxidative stress-driven cancers like lung cancer.
- Anticorrelations found across coding/non-coding regions and mutation types, with strongest links for silent mutations.
Conclusions:
- DNA electronic properties (vIP) are key determinants of oxidative DNA damage and mutation susceptibility.
- This understanding clarifies the link between oxidative damage, DNA properties, and carcinogenesis.
- Identifies specific genomic regions prone to mutations, aiding cancer research and prevention strategies.
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