Evidence map›Paper›PMID 40897820›Full record

ArticleBritish journal of cancer2025

Mendelian randomisation analysis to discover plasma metabolites mediating the effect of obesity on cancer risk.

Thomas Yates, Molly Went, Charlie Mills, Philip Law, Ines Gockel, Carlo Maj, Johannes Schumacher, Claire Palles, Richard Houlston

Abstract read
In one paragraph

Article in British journal of cancer, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

9 authors.

Thomas YatesDivision of Genetics and Epidemiology, The Institute of Cancer Research, Sutton, Surrey, UK. thomas.yates@icr.ac.uk.ORCID http://orcid.org/0000-0001-7521-8942
Molly WentDivision of Genetics and Epidemiology, The Institute of Cancer Research, Sutton, Surrey, UK.ORCID http://orcid.org/0000-0003-3271-975X
Charlie MillsDivision of Genetics and Epidemiology, The Institute of Cancer Research, Sutton, Surrey, UK.
Philip LawDivision of Genetics and Epidemiology, The Institute of Cancer Research, Sutton, Surrey, UK.ORCID http://orcid.org/0000-0001-9663-4611
Ines GockelDepartment of Visceral, Transplant, Thoracic and Vascular Surgery, University Hospital of Leipzig, Leipzig, Germany.
Carlo MajCenter for Human Genetics, University Hospital of Marburg, Marburg, Germany.
Johannes SchumacherCenter for Human Genetics, University Hospital of Marburg, Marburg, Germany.ORCID http://orcid.org/0000-0001-9217-6457
Claire PallesInstitute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK.ORCID http://orcid.org/0000-0002-9670-2263
Richard HoulstonDivision of Genetics and Epidemiology, The Institute of Cancer Research, Sutton, Surrey, UK.ORCID http://orcid.org/0000-0002-5268-0242

Funding

Wellcome TrustWellcome Trust (Wellcome) 214388 [Houlston]
6 · The paper itself

Abstract

backgroundObesity is a risk factor for several cancers, but the mechanistic basis is poorly understood. We sought to identify circulating metabolites mediating the effect of obesity on the risk of eight common cancers.

methodsUsing European ancestry data, we applied two-sample Mendelian randomisation (2S-MR) to screen 856 plasma metabolites for associations with body mass index (BMI) and waist-hip ratio (WHR). Metabolite GWAS data were sourced from INTERVAL, and obesity traits from the GIANT consortium and UK Biobank. We assessed the impact of obesity-associated metabolites on cancer risk (384,738 cases across eight cancer types and 799,908 controls) and conducted mediation analyses to identify potential mediators of obesity-driven cancer risk.

resultsMR analysis yielded 107 BMI-driven metabolites and 126 WHR-driven metabolites. The strongest relationships with cancer risk were between levels of obesity-driven 1-linoleoyl-GPC, 2-linoleoyl-GPC, 1,2-dilinoleoyl-GPC, 1-arachidonoyl-GPA, and 1-pentadecanoyl-2-linoleoyl-GPC and colorectal cancer (CRC). Additional associations were found between obesity-driven metabolites and breast cancer risk. Mediation analysis implicated multiple metabolites as potential mediators of obesity-driven CRC and breast cancer risk.

conclusionsAs well as these findings highlighting how obesity-related metabolic changes influence cancer risk, our observations suggest potential interventional targets.

Indexed as

NeoplasmsObesityBody Mass IndexCase-Control StudiesFemaleGenome-Wide Association StudyHumansMaleMendelian Randomization AnalysisRisk FactorsWaist-Hip Ratio

Identifiers

PMID40897820
PMCPMC12572173

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