Behavioral and Epidemiology Research Group, American Cancer Society, Atlanta, Georgia.
Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia.
Cancer Epidemiol Biomarkers Prev. 2020 May;29(5):974-981. doi: 10.1158/1055-9965.EPI-19-1382. Epub 2020 Feb 24.
Energy balance-related factors, such as body mass index (BMI), diet, and physical activity, may influence colorectal cancer etiology through interconnected metabolic pathways, but their combined influence is less clear.
We used reduced rank regression to derive three energy balance scores that associate lifestyle factors with combinations of prediagnostic, circulating levels of high-sensitivity C-reactive protein (hsCRP), C-peptide, and hemoglobin A (HbA) among 2,498 participants in the Cancer Prevention Study-II Nutrition Cohort. Among 114,989 participants, we verified 2,228 colorectal cancer cases. We assessed associations of each score with colorectal cancer incidence and by tumor molecular phenotypes using Cox proportional hazards regression.
The derived scores comprised BMI, physical activity, screen time, and 14 food groups, and explained 5.1% to 10.5% of the variation in biomarkers. The HR and 95% confidence interval (CI) for quartile 4 versus 1 of the HbA+C peptide-based score and colorectal cancer was 1.30 (1.15-1.47), the hsCRP-based score was 1.35 (1.19-1.53), and the hsCRP, C-peptide, and HbA-based score was 1.35 (1.19-1.52). The latter score was associated with non-CIMP tumors (HR: 1.59; 95% CI: 1.17-2.16), but not CIMP-positive tumors ( = 0.04).
These results further support hypotheses that systemic biomarkers of metabolic health-inflammation and abnormal glucose homeostasis-mediate part of the relationship between several energy balance-related modifiable factors and colorectal cancer risk.
Results support cancer prevention guidelines for maintaining a healthful body weight, consuming a healthful diet, and being physically active. More research is needed on these clusters of exposures with molecular phenotypes of tumors.
能量平衡相关因素,如体重指数(BMI)、饮食和体力活动,可能通过相互关联的代谢途径影响结直肠癌的病因,但它们的综合影响尚不清楚。
我们使用降秩回归从癌症预防研究 II 营养队列的 2498 名参与者的前瞻性、循环高敏 C 反应蛋白(hsCRP)、C 肽和血红蛋白 A(HbA)水平中得出与生活方式因素相关的三个能量平衡评分。在 114989 名参与者中,我们验证了 2228 例结直肠癌病例。我们使用 Cox 比例风险回归评估了每个评分与结直肠癌发病率的关系,并按肿瘤分子表型进行评估。
得出的评分包括 BMI、体力活动、屏幕时间和 14 种食物组,解释了生物标志物变化的 5.1%至 10.5%。基于 HbA+C 肽评分的四分位 4 与 1 的结直肠癌风险比(HR)和 95%置信区间(CI)为 1.30(1.15-1.47),基于 hsCRP 评分的 HR 为 1.35(1.19-1.53),基于 hsCRP、C 肽和 HbA 的 HR 为 1.35(1.19-1.52)。后一个评分与非 CIMP 肿瘤相关(HR:1.59;95%CI:1.17-2.16),但与 CIMP 阳性肿瘤无关( = 0.04)。
这些结果进一步支持了这样的假设,即代谢健康-炎症和异常血糖稳态的系统生物标志物部分介导了几个与能量平衡相关的可改变因素与结直肠癌风险之间的关系。
结果支持维持健康体重、健康饮食和积极锻炼的癌症预防指南。需要对这些暴露因素簇与肿瘤的分子表型进行更多的研究。