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SNPs and breast cancer risk prediction for African American and Hispanic women
For African American or Hispanic women, the extent to which clinical breast cancer risk prediction models are improved by including information on susceptibility single nucleotide polymorphisms (SNPs) is unknown, even though these women comprise increasing proportions of the US population and repres...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4661211/ https://www.ncbi.nlm.nih.gov/pubmed/26589314 http://dx.doi.org/10.1007/s10549-015-3641-7 |
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author | Allman, Richard Dite, Gillian S. Hopper, John L. Gordon, Ora Starlard-Davenport, Athena Chlebowski, Rowan Kooperberg, Charles |
author_facet | Allman, Richard Dite, Gillian S. Hopper, John L. Gordon, Ora Starlard-Davenport, Athena Chlebowski, Rowan Kooperberg, Charles |
author_sort | Allman, Richard |
collection | PubMed |
description | For African American or Hispanic women, the extent to which clinical breast cancer risk prediction models are improved by including information on susceptibility single nucleotide polymorphisms (SNPs) is unknown, even though these women comprise increasing proportions of the US population and represent a large proportion of the world’s population. We studied 7539 African American and 3363 Hispanic women from the Women’s Health Initiative. The age-adjusted 5-year risks from the BCRAT and IBIS risk prediction models were measured and combined with a risk score based on >70 independent susceptibility SNPs. Logistic regression, adjusting for age group, was used to estimate risk associations with log-transformed age-adjusted 5-year risks. Discrimination was measured by the odds ratio (OR) per standard deviation (SD) and the area under the receiver operator curve (AUC). When considered alone, the ORs for African American women were 1.28 for BCRAT, and 1.04 for IBIS. When combined with the SNP risk score (OR 1.23), the corresponding ORs were 1.39 and 1.22. For Hispanic women the corresponding ORs were 1.25 for BCRAT, and 1.15 for IBIS. When combined with the SNP risk score (OR 1.39), the corresponding ORs were 1.48 and 1.42. There was no evidence that any of the combined models were not well calibrated. Including information on known breast cancer susceptibility loci provides approximately 10 and 19 % improvement in risk prediction using BCRAT for African Americans and Hispanics, respectively. The corresponding figures for IBIS are approximately 18 and 26 %, respectively. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s10549-015-3641-7) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4661211 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-46612112015-12-04 SNPs and breast cancer risk prediction for African American and Hispanic women Allman, Richard Dite, Gillian S. Hopper, John L. Gordon, Ora Starlard-Davenport, Athena Chlebowski, Rowan Kooperberg, Charles Breast Cancer Res Treat Epidemiology For African American or Hispanic women, the extent to which clinical breast cancer risk prediction models are improved by including information on susceptibility single nucleotide polymorphisms (SNPs) is unknown, even though these women comprise increasing proportions of the US population and represent a large proportion of the world’s population. We studied 7539 African American and 3363 Hispanic women from the Women’s Health Initiative. The age-adjusted 5-year risks from the BCRAT and IBIS risk prediction models were measured and combined with a risk score based on >70 independent susceptibility SNPs. Logistic regression, adjusting for age group, was used to estimate risk associations with log-transformed age-adjusted 5-year risks. Discrimination was measured by the odds ratio (OR) per standard deviation (SD) and the area under the receiver operator curve (AUC). When considered alone, the ORs for African American women were 1.28 for BCRAT, and 1.04 for IBIS. When combined with the SNP risk score (OR 1.23), the corresponding ORs were 1.39 and 1.22. For Hispanic women the corresponding ORs were 1.25 for BCRAT, and 1.15 for IBIS. When combined with the SNP risk score (OR 1.39), the corresponding ORs were 1.48 and 1.42. There was no evidence that any of the combined models were not well calibrated. Including information on known breast cancer susceptibility loci provides approximately 10 and 19 % improvement in risk prediction using BCRAT for African Americans and Hispanics, respectively. The corresponding figures for IBIS are approximately 18 and 26 %, respectively. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s10549-015-3641-7) contains supplementary material, which is available to authorized users. Springer US 2015-11-20 2015 /pmc/articles/PMC4661211/ /pubmed/26589314 http://dx.doi.org/10.1007/s10549-015-3641-7 Text en © The Author(s) 2015 Open AccessThis article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. |
spellingShingle | Epidemiology Allman, Richard Dite, Gillian S. Hopper, John L. Gordon, Ora Starlard-Davenport, Athena Chlebowski, Rowan Kooperberg, Charles SNPs and breast cancer risk prediction for African American and Hispanic women |
title | SNPs and breast cancer risk prediction for African American and Hispanic women |
title_full | SNPs and breast cancer risk prediction for African American and Hispanic women |
title_fullStr | SNPs and breast cancer risk prediction for African American and Hispanic women |
title_full_unstemmed | SNPs and breast cancer risk prediction for African American and Hispanic women |
title_short | SNPs and breast cancer risk prediction for African American and Hispanic women |
title_sort | snps and breast cancer risk prediction for african american and hispanic women |
topic | Epidemiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4661211/ https://www.ncbi.nlm.nih.gov/pubmed/26589314 http://dx.doi.org/10.1007/s10549-015-3641-7 |
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