TY - JOUR
T1 - Identifying Metabolomic Mediators of the Physical Activity and Colorectal Cancer Relationship
AU - Papadimitriou, Nikos
AU - Kazmi, Nabila
AU - Tsilidis, Konstantinos K.
AU - Richmond, Rebecca C.
AU - Lynch, Brigid M.
AU - Bendinelli, Benedetta
AU - Ricceri, Fulvio
AU - Sánchez, Maria Jose
AU - Trobajo-Sanmartín, Camino
AU - Jakszyn, Paula
AU - Simeon, Vittorio
AU - Severi, Gianluca
AU - Perduca, Vittorio
AU - Truong, Therese
AU - Ferrari, Pietro
AU - Keski-Rahkonen, Pekka
AU - Weiderpass, Elisabete
AU - Eichelmann, Fabian
AU - Schulze, Matthias B.
AU - Katzke, Verena
AU - Fortner, Renée Turzanski
AU - Heath, Alicia K.
AU - Aune, Dagfinn
AU - Harewood, Rhea
AU - Dahm, Christina C.
AU - Llorente, Adrian
AU - Gunter, Marc J.
AU - Murphy, Neil
AU - Lewis, Sarah J.
N1 - Publisher Copyright:
©2025 The Authors.
PY - 2025/4/1
Y1 - 2025/4/1
N2 - 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.
AB - 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.
KW - Cardiorespiratory fitness
KW - Diet
KW - Exercise
KW - Index
KW - Questionnaire
KW - Risk
KW - Serum
KW - Targeted metabolomics
KW - Validity
UR - http://www.scopus.com/inward/record.url?scp=105002419416&partnerID=8YFLogxK
U2 - 10.1158/1055-9965.EPI-24-1390
DO - 10.1158/1055-9965.EPI-24-1390
M3 - Article
C2 - 39883068
AN - SCOPUS:105002419416
SN - 1055-9965
VL - 34
SP - 578
EP - 587
JO - Cancer Epidemiology Biomarkers and Prevention
JF - Cancer Epidemiology Biomarkers and Prevention
IS - 4
ER -