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.

BMC Genomics
|May 2, 2026
PubMed

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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