Prospective Evaluation over 15 Years of Six Breast Cancer Risk Models
Milne, Roger L.
Giles, Graham G.
Southey, Melissa C.
Hopper, John L.
Terry, Mary Beth
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Li, S. X., Milne, R. L., Nguyen-Dumont, T., English, D. R., Giles, G. G., Southey, M. C., Antoniou, A. C., et al. (2021). Prospective Evaluation over 15 Years of Six Breast Cancer Risk Models. Cancers, 13 (20) https://doi.org/10.3390/cancers13205194
Prospective validation of risk models is needed to assess their clinical utility, particularly over the longer term. We evaluated the performance of six commonly used breast cancer risk models (IBIS, BOADICEA, BRCAPRO, BRCAPRO-BCRAT, BCRAT, and iCARE-lit). 15-year risk scores were estimated using lifestyle factors and family history measures from 7608 women in the Melbourne Collaborative Cohort Study who were aged 50–65 years and unaffected at commencement of follow-up two (conducted in 2003–2007), of whom 351 subsequently developed breast cancer. Risk discrimination was assessed using the C-statistic and calibration using the expected/observed number of incident cases across the spectrum of risk by age group (50–54, 55–59, 60–65 years) and family history of breast cancer. C-statistics were higher for BOADICEA (0.59, 95% confidence interval (CI) 0.56–0.62) and IBIS (0.57, 95% CI 0.54–0.61) than the other models (p-difference ≤ 0.04). No model except BOADICEA calibrated well across the spectrum of 15-year risk (p-value 0.03). The performance of BOADICEA and IBIS was similar across age groups and for women with or without a family history. For middle-aged Australian women, BOADICEA and IBIS had the highest discriminatory accuracy of the six risk models, but apart from BOADICEA, no model was well-calibrated across the risk spectrum.
breast cancer, risk model, discrimination, calibration
National Health and Medical Research Council (1129136)
External DOI: https://doi.org/10.3390/cancers13205194
This record's URL: https://www.repository.cam.ac.uk/handle/1810/329560