Cao Yin, Rosner Bernard A, Ma Jing, Tamimi Rulla M, Chan Andrew T, Fuchs Charles S, Wu Kana, Giovannucci Edward L
Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA.
Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA.
Int J Cancer. 2015 Oct 1;137(7):1719-1728. doi: 10.1002/ijc.29533. Epub 2015 Apr 23.
Assessing risk of colorectal adenoma at first-time colonoscopy that are of higher likelihood of developing advanced neoplasia during surveillance could help tailor first-line colorectal cancer screening. We developed prediction models for high-risk colorectal adenoma (at least one adenoma ≥1 cm, or with advanced histology, or ≥3 adenomas) among 4,881 asymptomatic white men and 17,970 women who underwent colonoscopy as their first-time screening for colorectal cancer in two prospective US studies using logistic regressions. C-statistics and Hosmer-Lemeshow tests were used to evaluate discrimination and calibration. Ten-fold cross-validation was used for internal validation. A total of 330 (6.7%) men and 678 (3.8%) women were diagnosed with high-risk adenoma at first-time screening colonoscopy. The model for men included age, family history of colorectal cancer, BMI, smoking, sitting watching TV/VCR, regular aspirin/NSAID use, physical activity, and a joint term of multivitamin and alcohol. For women, the model included age, family history of colorectal cancer, BMI, smoking, alcohol, beef/pork/lamb as main dish, regular aspirin/NSAID, calcium, and oral contraceptive use. The C-statistic of the model for men was 0.67 and 0.60 for women (0.64 and 0.57 in cross-validation). Both models calibrated well. The predicted risk of high-risk adenoma for men in the top decile was 15.4% vs. 1.8% for men in the bottom decile (Odds Ratio [OR] = 9.41), and 6.6% vs. 2.1% for women (OR = 3.48). In summary, we developed and internally validated an absolute risk assessment tool for high-risk colorectal adenoma among the US population that may provide guidance for first-time colorectal cancer screening.
评估首次结肠镜检查时结直肠腺瘤的风险,这些腺瘤在监测期间发展为晚期肿瘤的可能性较高,这有助于调整一线结直肠癌筛查策略。我们在美国两项前瞻性研究中,对4881名无症状白人男性和17970名女性进行了首次结肠镜检查以筛查结直肠癌,使用逻辑回归分析建立了高风险结直肠腺瘤(至少一个腺瘤≥1厘米,或具有高级别组织学特征,或≥3个腺瘤)的预测模型。使用C统计量和Hosmer-Lemeshow检验来评估模型的区分度和校准度。采用十折交叉验证进行内部验证。在首次筛查结肠镜检查中,共有330名(6.7%)男性和678名(3.8%)女性被诊断为高风险腺瘤。男性模型包括年龄、结直肠癌家族史、体重指数、吸烟、久坐看电视/录像机、规律使用阿司匹林/非甾体抗炎药、体育活动以及复合维生素和饮酒的联合项。对于女性,模型包括年龄、结直肠癌家族史、体重指数、吸烟、饮酒、以牛肉/猪肉/羊肉为主菜、规律使用阿司匹林/非甾体抗炎药、钙和口服避孕药的使用情况。男性模型的C统计量为0.67,女性为0.60(交叉验证中男性为0.64,女性为0.57)。两个模型校准良好。男性中处于最高十分位数的高风险腺瘤预测风险为15.4%,而处于最低十分位数的男性为1.8%(优势比[OR]=9.41),女性分别为6.6%和2.1%(OR=3.48)。总之,我们开发并在内部验证了一种针对美国人群高风险结直肠腺瘤的绝对风险评估工具,可为首次结直肠癌筛查提供指导。