posted on 2025-04-03, 07:40authored byNikos Papadimitriou, Nabila Kazmi, Konstantinos K. Tsilidis, Rebecca C. Richmond, Brigid M. Lynch, Benedetta Bendinelli, Fulvio Ricceri, Maria-Jose Sánchez, Camino Trobajo-Sanmartín, Paula Jakszyn, Vittorio Simeon, Gianluca Severi, Vittorio Perduca, Therese Truong, Pietro Ferrari, Pekka Keski-Rahkonen, Elisabete Weiderpass, Fabian Eichelmann, Matthias B. Schulze, Verena Katzke, Renée Turzanski Fortner, Alicia K. Heath, Dagfinn Aune, Rhea Harewood, Christina C. Dahm, Adrian Llorente, Marc J. Gunter, Neil Murphy, Sarah J. Lewis
Supplementary table S2: Associations of physical activity with the metabolites analysed in the EPIC study.
Funding
Wereld Kanker Onderzoek Fonds (WKOF)
Cancer Research UK (CRUK)
History
ARTICLE ABSTRACT
Current evidence suggests higher physical activity (PA) levels are associated with a reduced risk of colorectal cancer. However, the mediating role of the circulating metabolome in this relationship remains unclear.
Targeted metabolomics data from 6,055 participants in the European Prospective Investigation into Cancer and Nutrition cohort were used to identify metabolites associated with PA and derive a metabolomic signature of PA levels. PA levels were estimated using the validated Cambridge PA index based on baseline questionnaires. Mediation analyses were conducted in a nested case–control study (1,585 cases, 1,585 controls) to examine whether individual metabolites and the metabolomic signature mediated the PA–colorectal cancer association.
PA was inversely associated with colorectal cancer risk (OR per category change: 0.90, 95% confidence interval, 0.83–0.97; P value = 0.009). PA levels were associated with 24 circulating metabolites after FDR correction, with the strongest associations observed for phosphatidylcholine acyl-alkyl (PC ae) C34:3 (FDR-adjusted P value = 1.18 × 10−10) and lysophosphatidylcholine acyl C18:2 (FDR-adjusted P value = 1.35 × 10−6). PC ae C34:3 partially mediated the PA–colorectal cancer association (natural indirect effect: 0.991, 95% confidence interval, 0.982–0.999; P value = 0.04), explaining 7.4% of the association. No mediation effects were observed for the remaining metabolites or the overall PA metabolite signature.
PC ae C34:3 mediates part of the PA–colorectal cancer inverse association, but further studies with improved PA measures and extended metabolomic panels are needed.
These findings provide insights into PA-related biological mechanisms influencing colorectal cancer risk and suggest potential targets for cancer prevention interventions.