Identifying Metabolomic Mediators of the Physical Activity and Colorectal Cancer Relationship.

IF 3.7 3区 医学 Q2 ONCOLOGY
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. 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.

确定身体活动与结直肠癌关系的代谢组学介质。
背景:目前的证据表明,较高的身体活动(PA)水平与降低结直肠癌(CRC)的风险相关。然而,循环代谢组在这一关系中的中介作用尚不清楚。方法:来自6055名EPIC队列参与者的目标代谢组学数据用于鉴定与PA相关的代谢物,并获得PA水平的代谢组学特征。使用基于基线问卷的经过验证的剑桥PA指数来估计PA水平。在一项巢式病例对照研究(1585例,1585例对照)中进行了中介分析,以检验个体代谢物和代谢组学特征是否介导了PA-CRC关联。结果:PA与结直肠癌风险呈负相关(每类变化的优势比[OR]: 0.90, 95%可信区间[CI]: 0.83, 0.97;p值= 0.009)。经过错误发现率校正(FDR)后,PA水平与24种循环代谢物相关,其中与磷脂酰胆碱酰基-烷基(PC ae) C34:3 (FDR调整的p值= 1.18 × 10⁻¹)和溶血磷脂酰胆碱(lysoPC a) C18:2 (FDR调整的p值= 1.35 × 10⁻26)的关联最强。PC ae C34:3部分介导PA-CRC关联(自然间接效应:0.991,95% CI: 0.982, 0.999;p值= 0.04),解释了7.4%的关联。未观察到对剩余代谢物或整体PA代谢物特征的中介效应。结论:PC ae C34:3介导了部分PA- crc负相关,但需要进一步研究改进PA测量和扩展代谢组学研究。影响:这些发现提供了影响结直肠癌风险的pa相关生物学机制的见解,并提出了癌症预防干预的潜在目标。
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来源期刊
Cancer Epidemiology Biomarkers & Prevention
Cancer Epidemiology Biomarkers & Prevention 医学-公共卫生、环境卫生与职业卫生
CiteScore
6.50
自引率
2.60%
发文量
538
审稿时长
1.6 months
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.
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