TY - JOUR
T1 - Projecting individualized absolute invasive breast cancer risk in US hispanic women
AU - Banegas, Matthew P.
AU - John, Esther M.
AU - Slattery, Martha L.
AU - Gomez, Scarlett Lin
AU - Yu, Mandi
AU - La Croix, Andrea Z.
AU - Pee, David
AU - Chlebowski, Rowan T.
AU - Hines, Lisa M.
AU - Thompson, Cynthia A.
AU - Gail, Mitchell H.
N1 - Publisher Copyright:
© The Author 2016.
PY - 2017/2
Y1 - 2017/2
N2 - Background: There is no model to estimate absolute invasive breast cancer risk for Hispanic women. Methods: The San Francisco Bay Area Breast Cancer Study (SFBCS) provided data on Hispanic breast cancer case patients (533US-born, 553 foreign-born) and control participants (464US-born, 947 foreign-born). These data yielded estimates of relative risk (RR) and attributable risk (AR) separately for US-born and foreign-born women. Nativity-specific absolute risks were estimated by combining RR and AR information with nativity-specific invasive breast cancer incidence and competingmortality rates fromthe California Cancer Registry and Surveillance, Epidemiology, and End Results programto develop the Hispanic risk model (HRM). In independent data, we assessedmodel calibration through observed/expected (O/E) ratios, and we estimated discriminatory accuracy with the area under the receiver operating characteristic curve (AUC) statistic. Results: The US-born HRM included age at first full-termpregnancy, biopsy for benign breast disease, and family history of breast cancer; the foreign-born HRM also included age atmenarche. The HRM estimated lower risks than the National Cancer Institute's Breast Cancer Risk Assessment Tool (BCRAT) for US-born Hispanic women, but higher risks in foreign-born women. In independent data fromthe Women's Health Initiative, the HRM was well calibrated for US-born women (observed/expected [O/E] ratio = 1.07, 95% confidence interval [CI] = 0.81 to 1.40), but seemed to overestimate risk in foreign-born women (O/E ratio = 0.66, 95% CI=0.41 to 1.07). The AUC was 0.564 (95% CI=0.485 to 0.644) for US-born and 0.625 (95% CI=0.487 to 0.764) for foreign-born women. Conclusions: The HRM is the first absolute risk model that is based entirely on data specific to Hispanic women by nativity. Further studies in Hispanic women are warranted to evaluate its validity.
AB - Background: There is no model to estimate absolute invasive breast cancer risk for Hispanic women. Methods: The San Francisco Bay Area Breast Cancer Study (SFBCS) provided data on Hispanic breast cancer case patients (533US-born, 553 foreign-born) and control participants (464US-born, 947 foreign-born). These data yielded estimates of relative risk (RR) and attributable risk (AR) separately for US-born and foreign-born women. Nativity-specific absolute risks were estimated by combining RR and AR information with nativity-specific invasive breast cancer incidence and competingmortality rates fromthe California Cancer Registry and Surveillance, Epidemiology, and End Results programto develop the Hispanic risk model (HRM). In independent data, we assessedmodel calibration through observed/expected (O/E) ratios, and we estimated discriminatory accuracy with the area under the receiver operating characteristic curve (AUC) statistic. Results: The US-born HRM included age at first full-termpregnancy, biopsy for benign breast disease, and family history of breast cancer; the foreign-born HRM also included age atmenarche. The HRM estimated lower risks than the National Cancer Institute's Breast Cancer Risk Assessment Tool (BCRAT) for US-born Hispanic women, but higher risks in foreign-born women. In independent data fromthe Women's Health Initiative, the HRM was well calibrated for US-born women (observed/expected [O/E] ratio = 1.07, 95% confidence interval [CI] = 0.81 to 1.40), but seemed to overestimate risk in foreign-born women (O/E ratio = 0.66, 95% CI=0.41 to 1.07). The AUC was 0.564 (95% CI=0.485 to 0.644) for US-born and 0.625 (95% CI=0.487 to 0.764) for foreign-born women. Conclusions: The HRM is the first absolute risk model that is based entirely on data specific to Hispanic women by nativity. Further studies in Hispanic women are warranted to evaluate its validity.
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U2 - 10.1093/jnci/djw215
DO - 10.1093/jnci/djw215
M3 - Article
C2 - 28003316
AN - SCOPUS:85018718041
SN - 0027-8874
VL - 109
JO - Journal of the National Cancer Institute
JF - Journal of the National Cancer Institute
IS - 2
ER -