Projects per year
Abstract
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 = 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.
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.
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 = 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.
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.
| Original language | English |
|---|---|
| Pages (from-to) | 578 - 587 |
| Number of pages | 10 |
| Journal | Cancer Epidemiology, Biomarkers and Prevention |
| Volume | 34 |
| Issue number | 4 |
| DOIs | |
| Publication status | Published - 1 Apr 2025 |
Bibliographical note
Publisher Copyright:©2025 The Authors.
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- 1 Finished
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8074 (C18281/A29019) ICEP2 - Programme Award: Towards improved casual evidence and enhanced prediction of cancer risk and survival
Martin, R. M. (Principal Investigator)
1/10/20 → 30/09/25
Project: Research