Evidence map›Paper›PMID 39778866›Full record

ReviewNucleic acids research2025

Investigating the origins of the mutational signatures in cancer.

Gunnar Boysen, Ludmil B Alexandrov, Raheleh Rahbari, Intawat Nookaew, Dave Ussery, Mu-Rong Chao, Chiung-Wen Hu, Marcus S Cooke

Erratum issuedAbstract readReview
In one paragraph

Review in Nucleic acids research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 17 papers.

0numbers the graph read from it
0cells of the map it votes in
17citing 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

17 citing papers in PubMed.

  1. Article
  2. Tumor Exposomics: A New Paradigm for Individualized Continuous Exposure Monitoring.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  3. Review
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  17. Mechanisms of DNA repair and mutagenesis induced by acetaldehyde, acrolein, aristolochic acids, and vinyl chloride.Journal of environmental science and health. Part C, Toxicology and carcinogenesis · 2025
    Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

8 authors.

Gunnar BoysenDepartment of Environmental Health Science, University of Arkansas for Medical Sciences, 4301 West Markham St, Little Rock, AR 72205, USA.ORCID 0000-0001-8364-9881
Ludmil B AlexandrovDepartment of Cellular and Molecular Medicine, University of California San Diego, 9500 Gilman Dr, La Jolla, CA 92093, USA.ORCID 0000-0003-3596-4515
Raheleh RahbariCancer, Ageing and Somatic Mutation (CASM), Wellcome Trust Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK.ORCID 0000-0002-1839-7785
Intawat NookaewDepartment of BioMedical Informatics, The University of Arkansas for Medical Sciences, 4301 West Markham St, Little Rock, AR 72205, USA.ORCID 0000-0001-8901-1088
Dave UsseryDepartment of BioMedical Informatics, The University of Arkansas for Medical Sciences, 4301 West Markham St, Little Rock, AR 72205, USA.ORCID 0000-0003-3632-5512
Mu-Rong ChaoDepartment of Occupational Safety and Health, Chung Shan Medical University, Jianguo N Rd, South District, Taichung 40201, Taiwan.ORCID 0000-0002-1894-6887
Chiung-Wen HuDepartment of Public Health, Chung Shan Medical University, Jianguo N Rd, South District, Taichung 40201, Taiwan.ORCID 0000-0003-4821-7500
Marcus S CookeOxidative Stress Group, Department of Molecular Biosciences, University of South Florida, 4202 E. Fowler Avenue, Tampa, FL 33620, USA.ORCID 0000-0003-0369-862X

Funding

Understanding Hesitant AdoptersP20GM103429 · NIGMS · UNIV OF ARKANSAS FOR MED SCIS · PI Lawrence E Cornett · 2012 to 2026
$60.9M
Understanding the Negative Prognostic Impact of Intraosseous Focal Lesions in Multiple MyelomaP20GM125503 · NIGMS · UNIV OF ARKANSAS FOR MED SCIS · PI CHARLES A O'BRIEN · 2018 to 2026
$23.0M
Detecting Mutational Signatures of Environmental Mutagens in Heathy Individuals for Personalized Cancer PreventionR01ES032547 · NIEHS · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI ALEXANDROV, LUDMIL B · 2021 to 2025
$3.4M
Mapping immuno-genomic drivers of the head and neck precancer invasive-disease transitionU01CA290479 · NCI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Ludmil B Alexandrov, Jorge Silvio Gutkind · 2023 to 2026
$3.1M
Comprehensive identification of germline-somatic interactionsR01CA269919 · NCI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Ludmil B Alexandrov, Hannah Kathryn Carter · 2022 to 2026
$2.2M
Urinary DNA Adductomics for the Assessment of Exposure to Cancer Risk FactorsR01ES030557 · NIEHS · UNIVERSITY OF SOUTH FLORIDA · PI COOKE, MARCUS STANLEY, HU, CHIUNG-WEN · 2019 to 2023
$1.7M
Understanding the origins of the mutational landscape in cancerR01ES036931 · NIEHS · UNIV OF ARKANSAS FOR MED SCIS · PI Ludmil B Alexandrov, Gunnar Boysen · 2025 to 2026
$1.5M
Aquisition of a Orbitrap IQ-X Mass Spectrometer System with Vanquish Flex UHPLC System for Nucleic Acid AdductomicsS10OD036306 · OD · UNIVERSITY OF SOUTH FLORIDA · PI COOKE, MARCUS STANLEY · 2024 to 2024
$949k
Arkansas Research AllianceCancer Research UK C66259/A27114National Science and Technology Council (Taiwan) NSTC 112-2314-B-040-013-MY3National Science Foundation OIA-1946391NCI NIH HHS R01 CA269919NCI NIH HHS U01 CA290479NIEHS NIH HHS R01 ES030557NIEHS NIH HHS R01 ES032547NIEHS NIH HHS R01 ES036931NIGMS NIH HHS P20 GM103429NIGMS NIH HHS P20 GM125503NIH HHS P20GM103429NIH HHS S10 OD036306Wellcome TrustWinthrop P. Rockefeller Cancer Institute, University of Arkansas for Medical Sciences
6 · The paper itself

Abstract

Most of the risk factors associated with chronic and complex diseases, such as cancer, stem from exogenous and endogenous exposures experienced throughout an individual's life, collectively known as the exposome. These exposures can modify DNA, which can subsequently lead to the somatic mutations found in all normal and tumor tissues. Understanding the precise origins of specific somatic mutations has been challenging due to multitude of DNA adducts (i.e. the DNA adductome) and their diverse positions within the genome. Thus far, this limitation has prevented researchers from precisely linking exposures to DNA adducts and DNA adducts to subsequent mutational outcomes. Indeed, many common mutations observed in human cancers appear to originate from error-prone endogenous processes. Consequently, it remains unclear whether these mutations result from exposure-induced DNA adducts, or arise indirectly from endogenous processes or are a combination of both. In this review, we summarize approaches that aim to bridge our understanding of the mechanism by which exposure leads to DNA damage and then to mutation and highlight some of the remaining challenges and shortcomings to fully supporting this paradigm. We emphasize the need to integrate cellular DNA adductomics, long read-based mapping, single-molecule duplex sequencing of native DNA molecules and advanced computational analysis. This proposed holistic approach aims to unveil the causal connections between key DNA modifications and the mutational landscape, whether they originate from external exposures, internal processes or a combination of both, thereby addressing key questions in cancer biology.

Indexed as

DNA AdductsMutationNeoplasmsDNADNA DamageHumansDNADNA Adducts

Identifiers

PMID39778866
PMCPMC11707540

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.