Evidence map›Paper›PMID 42069548›Full record

ArticleBMC genomics2026

Linking somatic mutations in cancer to the electronic properties of DNA.

Benoît de Witte, Cyril Karamaoun, Pauline Hermans, Maxime Tarabichi, Fabrizio Pucci, Marianne Rooman

Abstract read
In one paragraph

Article in BMC genomics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Benoît de WitteComputational Biology and Bioinformatics, Université Libre de Bruxelles, Brussels, Belgium.
Cyril KaramaounComputational Biology and Bioinformatics, Université Libre de Bruxelles, Brussels, Belgium.
Pauline HermansComputational Biology and Bioinformatics, Université Libre de Bruxelles, Brussels, Belgium.
Maxime TarabichiInteruniversity Institute of Bioinformatics in Brussels, Brussels, Belgium.
Fabrizio PucciComputational Biology and Bioinformatics, Université Libre de Bruxelles, Brussels, Belgium.
Marianne RoomanComputational Biology and Bioinformatics, Université Libre de Bruxelles, Brussels, Belgium. Marianne.Rooman@ulb.be.

Funding

Fonds De La Recherche Scientifique - FNRS PDRFonds De La Recherche Scientifique - FNRS Télévie
6 · The paper itself

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.

Indexed as

DNAMutationNeoplasmsDNA DamageHumansMutation RateOxidative StressDNACancer mutational signaturesCarcinogenesisDNA nucleobase motifsGenome mutabilityGermline mutationsSomatic mutationsVertical ionization potentials

Identifiers

PMID42069548
PMCPMC13289428

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.