ArticlePLoS genetics2013
Guanine holes are prominent targets for mutation in cancer and inherited disease.
Article in PLoS genetics, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers.
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Who cites it
26 citing papers in PubMed, 43 citations in OpenAlex.
- Linking somatic mutations in cancer to the electronic properties of DNA.BMC genomics · 2026Article
- Oxidative damage within alternative DNA structures results in aberrant mutagenic processing.Nucleic acids research · 2025Article
- Beyond sequence: A physics-informed machine learning framework for predicting DNA mutations.Computational and structural biotechnology journal · 2025Article
- Contributing factors to the oxidation-induced mutational landscape in human cells.Nature communications · 2024Article
- MoCoLo: a testing framework for motif co-localization.Briefings in bioinformatics · 2024Article
- Contributions of replicative and translesion DNA polymerases to mutagenic bypass of canonical and atypical UV photoproducts.Nature communications · 2023Article
- Temozolomide-induced guanine mutations create exploitable vulnerabilities of guanine-rich DNA and RNA regions in drug-resistant gliomas.Science advances · 2022Article
- Structure-activity features of purines and their receptors: implications in cell physiopathology.Molecular biomedicine · 2022Review
- Review
- Total RNA nonlinear polarization: towards facile early diagnosis of breast cancer.RSC advances · 2021Article
- Non-B DNA: a major contributor to small- and large-scale variation in nucleotide substitution frequencies across the genome.Nucleic acids research · 2021Article
- Replication stress at microsatellites causes DNA double-strand breaks and break-induced replication.The Journal of biological chemistry · 2020Article
- Cancer mutational burden is shaped by G4 DNA, replication stress and mitochondrial dysfunction.Progress in biophysics and molecular biology · 2019Article
- Relation between DNA ionization potentials, single base substitutions and pathogenic variants.BMC genomics · 2019Article
- Assessment of mutation probabilities of KRAS G12 missense mutants and their long-timescale dynamics by atomistic molecular simulations and Markov state modeling.PLoS computational biology · 2018Article
- Influence of Electron-Holes on DNA Sequence-Specific Mutation Rates.Genome biology and evolution · 2018Article
- The Human Gene Mutation Database: towards a comprehensive repository of inherited mutation data for medical research, genetic diagnosis and next-generation sequencing studies.Human genetics · 2017Review
- Comparative metabolic and lipidomic profiling of human breast cancer cells with different metastatic potentials.Oncotarget · 2016Article
- Whole exome sequencing in families at high risk for Hodgkin lymphoma: identification of a predisposing mutation in the KDR gene.Haematologica · 2016Article
- Genomic approaches to DNA repair and mutagenesis.DNA repair · 2015Review
Corrections and comments
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Authors and funding
16 authors at 4 institutions in 2 countries.
Funding
Abstract
Single base substitutions constitute the most frequent type of human gene mutation and are a leading cause of cancer and inherited disease. These alterations occur non-randomly in DNA, being strongly influenced by the local nucleotide sequence context. However, the molecular mechanisms underlying such sequence context-dependent mutagenesis are not fully understood. Using bioinformatics, computational and molecular modeling analyses, we have determined the frequencies of mutation at G • C bp in the context of all 64 5'-NGNN-3' motifs that contain the mutation at the second position. Twenty-four datasets were employed, comprising >530,000 somatic single base substitutions from 21 cancer genomes, >77,000 germline single-base substitutions causing or associated with human inherited disease and 16.7 million benign germline single-nucleotide variants. In several cancer types, the number of mutated motifs correlated both with the free energies of base stacking and the energies required for abstracting an electron from the target guanines (ionization potentials). Similar correlations were also evident for the pathological missense and nonsense germline mutations, but only when the target guanines were located on the non-transcribed DNA strand. Likewise, pathogenic splicing mutations predominantly affected positions in which a purine was located on the non-transcribed DNA strand. Novel candidate driver mutations and tissue-specific mutational patterns were also identified in the cancer datasets. We conclude that electron transfer reactions within the DNA molecule contribute to sequence context-dependent mutagenesis, involving both somatic driver and passenger mutations in cancer, as well as germline alterations causing or associated with inherited disease.
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Registered trials
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.