GeneticsGenomicsPeer-reviewed journal article
Intrinsic base substitution patterns in diverse species reveal links to cancer and metabolism
Suzana P. GelovaiD, Kassidy N. Doherty, Salma Alasmar, Kin ChaniD
Abstract
Analyses of large-scale sequencing data reveal that mutagenic processes create distinctive patterns of base substitutions, called mutational signatures. Here, we analyzed substitution patterns from seven model species and single nucleotide polymorphisms (SNPs) in 42 species, totalling >1.9 billion variants. We found that the base substitution patterns for many species most closely match mutational signature 5 in cancers. Signature 5 is also ubiquitous in cancers and normal human cells, suggesting similar patterns of mutation across species are likely due to conserved biochemistry. Finally, we present evidence from yeast that sugar metabolism is directly linked to this form of DNA damage. We propose that conserved metabolic processes in cells are coupled to continuous generation of mutations, which are acted upon by genetic selection to drive the evolution of species, and cancers. One Sentence SummaryEnergy metabolism produces DNA damage leading to similar patterns of base substitutions in many species and in human cancers.
- organism: human
- organism: yeast
- organism: mouse
- assay: whole-genome sequencing
- assay: DNA methylation
- research focus: differential expression
- research focus: gene regulatory network inference
- research focus: GWAS / association mapping
- research focus: benchmarking
- approach: statistical model
- Citations
- 13
- FWCI
- 1.05
- Field percentile
- top 28%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Mutagenesis Induced by Protonation of Single-Stranded DNA is Linked to Glycolytic Sugar Metabolism
Suzana P. Gelova, Kin Chan·Mutation research. Fundamental and molecular mechanisms of mutagenesisPeer-reviewed·Jan 1, 2023
- The Repertoire of Mutational Signatures in Human Cancer
L. Alexandrov, J. Kim, … M. R. Stratton·bioRxiv·Jul 3, 2019
- Collateral mutagenesis funnels multiple sources of DNA damage into a ubiquitous mutational signature
Natanael Spisak, Marc de Manuel, Molly Przeworski·bioRxiv·Aug 28, 2025
- Biochemical reconstitution of a major age-related cancer mutational signature by heat-induced spontaneous deamination of 5-methylcytosine residues, repair of uracil residues, and DNA replication.
Tomohiko Sugiyama·bioRxiv·May 22, 2024
- Damage and Misrepair Signatures: Compact Representations of Pan-cancer Mutational Processes
Caitlin F. Harrigan, Kieran R. Campbell, … Tyler Funnell·bioRxiv·May 29, 2025
- A Compendium of 49 Experimental SBS Signatures for Decoding Human Cancer Mutational Processes
Maria Zhivagui, Jessica N. Au, … Ludmil B. Alexandrov·bioRxiv·Sep 4, 2026