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A Polygenic Risk Score for Breast Cancer in US Latinas and Latin American Women
BACKGROUND: More than 180 single nucleotide polymorphisms (SNPs) associated with breast cancer susceptibility have been identified; these SNPs can be combined into polygenic risk scores (PRS) to predict breast cancer risk. Because most SNPs were identified in predominantly European populations, litt...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7301155/ https://www.ncbi.nlm.nih.gov/pubmed/31553449 http://dx.doi.org/10.1093/jnci/djz174 |
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author | Shieh, Yiwey Fejerman, Laura Lott, Paul C Marker, Katie Sawyer, Sarah D Hu, Donglei Huntsman, Scott Torres, Javier Echeverry, Magdalena Bohórquez, Mabel E Martínez-Chéquer, Juan Carlos Polanco-Echeverry, Guadalupe Estrada-Flórez, Ana P Haiman, Christopher A John, Esther M Kushi, Lawrence H Torres-Mejía, Gabriela Vidaurre, Tatianna Weitzel, Jeffrey N Zambrano, Sandro Casavilca Carvajal-Carmona, Luis G Ziv, Elad Neuhausen, Susan L |
author_facet | Shieh, Yiwey Fejerman, Laura Lott, Paul C Marker, Katie Sawyer, Sarah D Hu, Donglei Huntsman, Scott Torres, Javier Echeverry, Magdalena Bohórquez, Mabel E Martínez-Chéquer, Juan Carlos Polanco-Echeverry, Guadalupe Estrada-Flórez, Ana P Haiman, Christopher A John, Esther M Kushi, Lawrence H Torres-Mejía, Gabriela Vidaurre, Tatianna Weitzel, Jeffrey N Zambrano, Sandro Casavilca Carvajal-Carmona, Luis G Ziv, Elad Neuhausen, Susan L |
author_sort | Shieh, Yiwey |
collection | PubMed |
description | BACKGROUND: More than 180 single nucleotide polymorphisms (SNPs) associated with breast cancer susceptibility have been identified; these SNPs can be combined into polygenic risk scores (PRS) to predict breast cancer risk. Because most SNPs were identified in predominantly European populations, little is known about the performance of PRS in non-Europeans. We tested the performance of a 180-SNP PRS in Latinas, a large ethnic group with variable levels of Indigenous American, European, and African ancestry. METHODS: We conducted a pooled case-control analysis of US Latinas and Latin American women (4658 cases and 7622 controls). We constructed a 180-SNP PRS consisting of SNPs associated with breast cancer risk (P < 5 × 10(–8)). We evaluated the association between the PRS and breast cancer risk using multivariable logistic regression, and assessed discrimination using an area under the receiver operating characteristic curve. We also assessed PRS performance across quartiles of Indigenous American genetic ancestry. All statistical tests were two-sided. RESULTS: Of 180 SNPs tested, 142 showed directionally consistent associations compared with European populations, and 39 were nominally statistically significant (P < .05). The PRS was associated with breast cancer risk, with an odds ratio per SD increment of 1.58 (95% confidence interval [CI = 1.52 to 1.64) and an area under the receiver operating characteristic curve of 0.63 (95% CI = 0.62 to 0.64). The discrimination of the PRS was similar between the top and bottom quartiles of Indigenous American ancestry. CONCLUSIONS: The 180-SNP PRS predicts breast cancer risk in Latinas, with similar performance as reported for Europeans. The performance of the PRS did not vary substantially according to Indigenous American ancestry. |
format | Online Article Text |
id | pubmed-7301155 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-73011552020-06-23 A Polygenic Risk Score for Breast Cancer in US Latinas and Latin American Women Shieh, Yiwey Fejerman, Laura Lott, Paul C Marker, Katie Sawyer, Sarah D Hu, Donglei Huntsman, Scott Torres, Javier Echeverry, Magdalena Bohórquez, Mabel E Martínez-Chéquer, Juan Carlos Polanco-Echeverry, Guadalupe Estrada-Flórez, Ana P Haiman, Christopher A John, Esther M Kushi, Lawrence H Torres-Mejía, Gabriela Vidaurre, Tatianna Weitzel, Jeffrey N Zambrano, Sandro Casavilca Carvajal-Carmona, Luis G Ziv, Elad Neuhausen, Susan L J Natl Cancer Inst Articles BACKGROUND: More than 180 single nucleotide polymorphisms (SNPs) associated with breast cancer susceptibility have been identified; these SNPs can be combined into polygenic risk scores (PRS) to predict breast cancer risk. Because most SNPs were identified in predominantly European populations, little is known about the performance of PRS in non-Europeans. We tested the performance of a 180-SNP PRS in Latinas, a large ethnic group with variable levels of Indigenous American, European, and African ancestry. METHODS: We conducted a pooled case-control analysis of US Latinas and Latin American women (4658 cases and 7622 controls). We constructed a 180-SNP PRS consisting of SNPs associated with breast cancer risk (P < 5 × 10(–8)). We evaluated the association between the PRS and breast cancer risk using multivariable logistic regression, and assessed discrimination using an area under the receiver operating characteristic curve. We also assessed PRS performance across quartiles of Indigenous American genetic ancestry. All statistical tests were two-sided. RESULTS: Of 180 SNPs tested, 142 showed directionally consistent associations compared with European populations, and 39 were nominally statistically significant (P < .05). The PRS was associated with breast cancer risk, with an odds ratio per SD increment of 1.58 (95% confidence interval [CI = 1.52 to 1.64) and an area under the receiver operating characteristic curve of 0.63 (95% CI = 0.62 to 0.64). The discrimination of the PRS was similar between the top and bottom quartiles of Indigenous American ancestry. CONCLUSIONS: The 180-SNP PRS predicts breast cancer risk in Latinas, with similar performance as reported for Europeans. The performance of the PRS did not vary substantially according to Indigenous American ancestry. Oxford University Press 2019-09-25 /pmc/articles/PMC7301155/ /pubmed/31553449 http://dx.doi.org/10.1093/jnci/djz174 Text en © The Author(s) 2019. Published by Oxford University Press. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com. |
spellingShingle | Articles Shieh, Yiwey Fejerman, Laura Lott, Paul C Marker, Katie Sawyer, Sarah D Hu, Donglei Huntsman, Scott Torres, Javier Echeverry, Magdalena Bohórquez, Mabel E Martínez-Chéquer, Juan Carlos Polanco-Echeverry, Guadalupe Estrada-Flórez, Ana P Haiman, Christopher A John, Esther M Kushi, Lawrence H Torres-Mejía, Gabriela Vidaurre, Tatianna Weitzel, Jeffrey N Zambrano, Sandro Casavilca Carvajal-Carmona, Luis G Ziv, Elad Neuhausen, Susan L A Polygenic Risk Score for Breast Cancer in US Latinas and Latin American Women |
title | A Polygenic Risk Score for Breast Cancer in US Latinas and Latin American Women |
title_full | A Polygenic Risk Score for Breast Cancer in US Latinas and Latin American Women |
title_fullStr | A Polygenic Risk Score for Breast Cancer in US Latinas and Latin American Women |
title_full_unstemmed | A Polygenic Risk Score for Breast Cancer in US Latinas and Latin American Women |
title_short | A Polygenic Risk Score for Breast Cancer in US Latinas and Latin American Women |
title_sort | polygenic risk score for breast cancer in us latinas and latin american women |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7301155/ https://www.ncbi.nlm.nih.gov/pubmed/31553449 http://dx.doi.org/10.1093/jnci/djz174 |
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