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   <dc:title>Identifying metabolomic mediators of the physical activity and colorectal cancer relationship</dc:title>
   <dc:creator>Papadimitriou, Nikos</dc:creator>
   <dc:creator>Kazmi, Nabila</dc:creator>
   <dc:creator>Tsilidis, Konstantinos K.</dc:creator>
   <dc:creator>Richmond, Rebecca C.</dc:creator>
   <dc:creator>Lynch, Brigid M.</dc:creator>
   <dc:creator>Bendinelli, Benedetta</dc:creator>
   <dc:creator>Ricceri, Fulvio</dc:creator>
   <dc:creator>Sánchez, Maria Jose</dc:creator>
   <dc:creator>Trobajo-Sanmartín, Camino</dc:creator>
   <dc:creator>Jakszyn, Paula</dc:creator>
   <dc:creator>Simeon, Vittorio</dc:creator>
   <dc:creator>Severi, Gianluca</dc:creator>
   <dc:creator>Perduca, Vittorio</dc:creator>
   <dc:creator>Truong, Therese</dc:creator>
   <dc:creator>Ferrari, Pietro</dc:creator>
   <dc:creator>Keski-Rahkonen, Pekka</dc:creator>
   <dc:creator>Weiderpass, Elisabete</dc:creator>
   <dc:creator>Eichelmann, Fabian</dc:creator>
   <dc:creator>Schulze, Matthias B.</dc:creator>
   <dc:creator>Katzke, Verena Andrea</dc:creator>
   <dc:creator>Turzanski‑Fortner, Renée</dc:creator>
   <dc:creator>Heath, Alicia K.</dc:creator>
   <dc:creator>Aune, Dagfnn</dc:creator>
   <dc:creator>Harewood, Rhea</dc:creator>
   <dc:creator>Dahm, Christina C.</dc:creator>
   <dc:creator>Llorente, Adrian</dc:creator>
   <dc:creator>Gunter, Marc J.</dc:creator>
   <dc:creator>Murphy, Neil</dc:creator>
   <dc:creator>Lewis, Sarah Jayne</dc:creator>
   <dc:contributor>Universitat Ramon Llull. Facultat de Ciències de la Salut Blanquerna</dc:contributor>
   <dc:subject>Metabolòmica</dc:subject>
   <dc:subject>Exercici</dc:subject>
   <dc:subject>Còlon -- Càncer</dc:subject>
   <dc:description>Background:&#xd;
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.&#xd;
&#xd;
Methods:&#xd;
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.&#xd;
&#xd;
Results:&#xd;
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.&#xd;
&#xd;
Conclusions:&#xd;
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.&#xd;
&#xd;
Impact:&#xd;
These findings provide insights into PA-related biological mechanisms influencing colorectal cancer risk and suggest potential targets for cancer prevention interventions.</dc:description>
   <dc:description>info:eu-repo/semantics/publishedVersion</dc:description>
   <dc:date>2025-04</dc:date>
   <dc:type>info:eu-repo/semantics/article</dc:type>
   <dc:identifier>http://hdl.handle.net/20.500.14342/5249</dc:identifier>
   <dc:identifier>https://doi.org/10.1158/1055-9965.EPI-24-1390</dc:identifier>
   <dc:language>eng</dc:language>
   <dc:relation>Cancer epidemiology, biomarkers and prevention, 2025, 34(4): 578-587</dc:relation>
   <dc:rights>© L'autor/a</dc:rights>
   <dc:rights>Attribution-NonCommercial-NoDerivatives 4.0 International</dc:rights>
   <dc:rights>http://creativecommons.org/licenses/by-nc-nd/4.0/</dc:rights>
   <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
   <dc:format>10 p.</dc:format>
   <dc:publisher>American Association for Cancer Research</dc:publisher>
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