Nikos 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
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引用次数: 0
Abstract
Background: Current evidence suggests higher physical activity (PA) levels are associated with a reduced risk of colorectal cancer (CRC). However, the mediating role of the circulating metabolome in this relationship remains unclear.
Methods: Targeted metabolomics data from 6,055 participants in the EPIC 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-CRC association.
Results: PA was inversely associated with CRC risk (odds ratio [OR] per category change: 0.90, 95% confidence intervals [CI]: 0.83, 0.97; p-value = 0.009). PA levels were associated with 24 circulating metabolites after false discovery rate correction (FDR), with the strongest associations observed for phosphatidylcholine acyl-alkyl (PC ae) C34:3 (FDR-adjusted p-value = 1.18 × 10⁻¹⁰) and lysophosphatidylcholine acyl (lysoPC a) C18:2 (FDR-adjusted p-value = 1.35 × 10⁻⁶). PC ae C34:3 partially mediated the PA-CRC association (natural indirect effect: 0.991, 95% CI: 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.
Conclusions: PC ae C34:3 mediates part of the PA-CRC 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 CRC risk and suggest potential targets for cancer prevention interventions.
期刊介绍:
Cancer Epidemiology, Biomarkers & Prevention publishes original peer-reviewed, population-based research on cancer etiology, prevention, surveillance, and survivorship. The following topics are of special interest: descriptive, analytical, and molecular epidemiology; biomarkers including assay development, validation, and application; chemoprevention and other types of prevention research in the context of descriptive and observational studies; the role of behavioral factors in cancer etiology and prevention; survivorship studies; risk factors; implementation science and cancer care delivery; and the science of cancer health disparities. Besides welcoming manuscripts that address individual subjects in any of the relevant disciplines, CEBP editors encourage the submission of manuscripts with a transdisciplinary approach.