School of Public Health, Department of Health Services, University of Washington, Box 357660, Seattle, WA 98195, USA.
Breast Cancer Res Treat. 2012 Feb;132(1):347-53. doi: 10.1007/s10549-011-1900-9. Epub 2011 Dec 7.
For Hispanic women, the Breast Cancer Risk Assessment Tool (BCRAT; "Gail Model") combines 1990-1996 breast cancer incidence for Hispanic women with relative risks for breast cancer risk factors from non-Hispanic white (NHW) women. BCRAT risk projections have never been comprehensively evaluated for Hispanic women. We compared the relative risks and calibration of BCRAT risk projections for 6,353 Hispanic to 128,976 NHW postmenopausal participants aged 50 and older in the Women's Health Initiative (WHI). Calibration was assessed by the ratio of the number of breast cancers observed with that expected by the BCRAT (O/E). We re-evaluated calibration for an updated BCRAT that combined BCRAT relative risks with 1993-2007 breast cancer incidence that is contemporaneous with the WHI. Cox regression was used to estimate relative risks. Discriminatory accuracy was assessed using the concordance statistic (AUC). In the WHI Main Study, the BCRAT underestimated the number of breast cancers by 18% in both Hispanics (O/E = 1.18, P = 0.06) and NHWs (O/E = 1.18, P < 0.001). Updating the BCRAT improved calibration for Hispanic women (O/E = 1.08, P = 0.4) and NHW women (O/E = 0.98, P = 0.2). For Hispanic women, relative risks for number of breast biopsies (1.71 vs. 1.27, P = 0.03) and age at first birth (0.97 vs. 1.24, P = 0.02) differed between the WHI and BCRAT. The AUC was higher for Hispanic women than NHW women (0.63 vs. 0.58, P = 0.03). Updating the BCRAT with contemporaneous breast cancer incidence rates improved calibration in the WHI. The modest discriminatory accuracy of the BCRAT for Hispanic women might improve by using risk factor relative risks specific to Hispanic women.
对于西班牙裔女性,乳腺癌风险评估工具(BCRAT;“Gail 模型”)结合了 1990-1996 年西班牙裔女性的乳腺癌发病率和非西班牙裔白人(NHW)女性乳腺癌风险因素的相对风险。BCRAT 的风险预测从未在西班牙裔女性中进行过全面评估。我们比较了 BCRAT 风险预测在参加妇女健康倡议(WHI)的 6353 名绝经后西班牙裔和 128976 名 NHW 参与者中的相对风险和校准。通过 BCRAT 观察到的乳腺癌数量与预期数量的比值(O/E)评估校准。我们使用 Cox 回归来估计相对风险,使用一致性统计量(AUC)评估判别准确性,对结合了与 WHI 同期的 1993-2007 年乳腺癌发病率的更新 BCRAT 重新评估了校准。BCRAT 在西班牙裔女性(O/E=1.18,P=0.06)和 NHW 女性(O/E=1.18,P<0.001)中都低估了乳腺癌的数量。更新 BCRAT 提高了西班牙裔女性(O/E=1.08,P=0.4)和 NHW 女性(O/E=0.98,P=0.2)的校准。对于西班牙裔女性,活检数量的相对风险(1.71 比 1.27,P=0.03)和初产年龄(0.97 比 1.24,P=0.02)在 WHI 和 BCRAT 之间存在差异。西班牙裔女性的 AUC 高于 NHW 女性(0.63 比 0.58,P=0.03)。用同期乳腺癌发病率更新 BCRAT 提高了 WHI 的校准。BCRAT 对西班牙裔女性的判别准确性较低,通过使用特定于西班牙裔女性的风险因素相对风险,可能会有所提高。