Evidence map›Paper›PMID 42289660›Full record

ArticleBMC cancer2026

Sex differences in gastric cancer mutational burden reflect MLH1-associated epigenetic regulation.

Noa Klein, Dorit Shweiki

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

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4 · The record

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5 · Who and what money

Authors and funding

2 authors.

Noa KleinBioinformatics Program, School of Computer Science, The Academic College of Tel Aviv-Yaffo, Tel Aviv, Israel.
Dorit ShweikiBioinformatics Program, School of Computer Science, The Academic College of Tel Aviv-Yaffo, Tel Aviv, Israel. dorits@mta.ac.il.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundTumor mutational burden (TMB) is widely used as a biomarker for predicting response to immune checkpoint inhibitors. Therefore, understanding its variability across patient groups, particularly between sexes, and its underlying biological determinants is of critical importance.

methodsWe analyzed autosomal TMB and its association with DNA repair-related regulatory mechanisms in gastric cancer across TCGA-STAD and independent targeted sequencing cohorts. Sex-stratified analyses were integrated with gene expression, promoter methylation, and regression modeling.

resultsFemale tumors exhibited significantly higher autosomal TMB compared with male tumors, with differences most pronounced in older female patients. Across tumors, TMB was strongly associated with reduced MLH1 expression and increased MLH1 promoter methylation, while female tumors exhibited significantly higher MLH1 methylation levels. These relationships are consistent with mismatch repair deficiency as a major driver of mutation accumulation. In multivariable regression models adjusting for MLH1 methylation and expression, the association between sex and TMB was attenuated, suggesting that MLH1-related processes contribute to the observed sex differences. Subtype-aware analyses further suggested that the female-associated TMB elevation was partly related to increased representation of MSI/MMR-deficient tumors among females, while female and male MSI tumors showed comparable TMB. Independent targeted sequencing cohorts showed consistent directional trends, although these did not reach statistical significance.

conclusionsTogether, our findings indicate that sex differences in mutation burden are linked to MLH1-associated epigenetic regulation, mismatch repair deficiency, and MSI/MMR-deficient tumor biology. These results highlight the importance of incorporating sex-specific molecular context into the interpretation of genomic biomarkers and support a more refined, biologically informed approach to precision oncology.

Indexed as

Epigenesis, GeneticMutationMutL Protein Homolog 1Stomach NeoplasmsAgedBiomarkers, TumorDNA MethylationFemaleGene Expression Regulation, NeoplasticHumansMaleMiddle AgedPromoter Regions, GeneticSex FactorsBiomarkers, TumorMLH1 protein, humanMutL Protein Homolog 1BiomarkersDNA methylationDNA repairGastric cancerImmunotherapyMLH1Sex differencesTumor mutational burden

Identifiers

PMID42289660
PMCPMC13501732

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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.