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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2019
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.
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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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