Background: 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. Methods: 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. Results: PA was inversely associated with colorectal cancer risk (OR per category change: 0.90, 95% confidence interval, 0.83–0.97; P value ¼ 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 ¼ 1.18 X 10-10) and lysophosphatidylcholine acyl C18:2 (FDR-adjusted P value ¼ 1.35 X 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 ¼ 0.04), explaining 7.4% of the association. No mediation effects were observed for the remaining metabolites or the overall PA metabolite signature. Conclusions: 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. Impact: These findings provide insights into PA-related biological mechanisms influencing colorectal cancer risk and suggest potential targets for cancer prevention interventions.

Identifying Metabolomic Mediators of the Physical Activity and Colorectal Cancer Relationship / Papadimitriou, Nikos; Kazmi, Nabila; Tsilidis, Konstantinos K; Richmond, Rebecca C; Lynch, Brigid M; Bendinelli, Benedetta; Ricceri, Fulvio; Sánchez, Maria-Jose; Trobajo-Sanmartín, Camino; Jakszyn, Paula; Simeon, Vittorio; Severi, Gianluca; Perduca, Vittorio; Truong, Therese; Ferrari, Pietro; Keski-Rahkonen, Pekka; Weiderpass, Elisabete; Eichelmann, Fabian; Schulze, Matthias B; Katzke, Verena; Fortner, Renée Turzanski; Heath, Alicia K; Aune, Dagfinn; Harewood, Rhea; Dahm, Christina C; Llorente, Adrian; Gunter, Marc J; Murphy, Neil; Lewis, Sarah J. - In: CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION. - ISSN 1538-7755. - STAMPA. - 34:(2025), pp. 578-587. [10.1158/1055-9965.EPI-24-1390]

Identifying Metabolomic Mediators of the Physical Activity and Colorectal Cancer Relationship

Severi, Gianluca;Murphy, Neil;
2025

Abstract

Background: 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. Methods: 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. Results: PA was inversely associated with colorectal cancer risk (OR per category change: 0.90, 95% confidence interval, 0.83–0.97; P value ¼ 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 ¼ 1.18 X 10-10) and lysophosphatidylcholine acyl C18:2 (FDR-adjusted P value ¼ 1.35 X 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 ¼ 0.04), explaining 7.4% of the association. No mediation effects were observed for the remaining metabolites or the overall PA metabolite signature. Conclusions: 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. Impact: These findings provide insights into PA-related biological mechanisms influencing colorectal cancer risk and suggest potential targets for cancer prevention interventions.
2025
34
578
587
Goal 3: Good health and well-being
Papadimitriou, Nikos; Kazmi, Nabila; Tsilidis, Konstantinos K; Richmond, Rebecca C; Lynch, Brigid M; Bendinelli, Benedetta; Ricceri, Fulvio; Sánchez, ...espandi
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Utilizza questo identificatore per citare o creare un link a questa risorsa: https://hdl.handle.net/2158/1438147
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