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Pharmacogenetic Polygenic Risk Score for Bronchodilator Response in Children and Adolescents with Asthma: Proof-of-Concept

Genome-wide association studies (GWAS) of response to asthma medications have primarily focused on Caucasian populations, with findings that may not be generalizable to minority populations. We derived a polygenic risk score (PRS) for response to albuterol as measured by bronchodilator response (BDR...

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Autores principales: Sordillo, Joanne E., Lutz, Sharon M., McGeachie, Michael J., Lasky-Su, Jessica, Weiss, Scott T., Celedón, Juan C., Wu, Ann Chen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8073919/
https://www.ncbi.nlm.nih.gov/pubmed/33923870
http://dx.doi.org/10.3390/jpm11040319
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author Sordillo, Joanne E.
Lutz, Sharon M.
McGeachie, Michael J.
Lasky-Su, Jessica
Weiss, Scott T.
Celedón, Juan C.
Wu, Ann Chen
author_facet Sordillo, Joanne E.
Lutz, Sharon M.
McGeachie, Michael J.
Lasky-Su, Jessica
Weiss, Scott T.
Celedón, Juan C.
Wu, Ann Chen
author_sort Sordillo, Joanne E.
collection PubMed
description Genome-wide association studies (GWAS) of response to asthma medications have primarily focused on Caucasian populations, with findings that may not be generalizable to minority populations. We derived a polygenic risk score (PRS) for response to albuterol as measured by bronchodilator response (BDR), and examined the PRS in a cohort of Hispanic school-aged children with asthma. We leveraged a published GWAS of BDR to identify relevant genetic variants, and ranked the top variants according to their Combined Annotation Dependent Depletion (CADD) scores. Variants with CADD scores greater than 10 were used to compute the PRS. Once we derived the PRS, we determined the association of the PRS with BDR in a cohort of Hispanic children with asthma (the Genetics of Asthma in Costa Rica Study (GACRS)) in adjusted linear regression models. Mean BDR in GACRS participants was5.6% with a standard deviation of 10.2%. We observed a 0.63% decrease in BDR in response to albuterol for a standard deviation increase in the PRS (p = 0.05). We also observed decreased odds of a BDR response at or above the 12% threshold for a one standard deviation increase in the PRS (OR = 0.80 (95% CI 0.67 to 0.95)). Our findings show that combining variants from a pharmacogenetic GWAS into a PRS may be useful for predicting medication response in asthma.
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spelling pubmed-80739192021-04-27 Pharmacogenetic Polygenic Risk Score for Bronchodilator Response in Children and Adolescents with Asthma: Proof-of-Concept Sordillo, Joanne E. Lutz, Sharon M. McGeachie, Michael J. Lasky-Su, Jessica Weiss, Scott T. Celedón, Juan C. Wu, Ann Chen J Pers Med Article Genome-wide association studies (GWAS) of response to asthma medications have primarily focused on Caucasian populations, with findings that may not be generalizable to minority populations. We derived a polygenic risk score (PRS) for response to albuterol as measured by bronchodilator response (BDR), and examined the PRS in a cohort of Hispanic school-aged children with asthma. We leveraged a published GWAS of BDR to identify relevant genetic variants, and ranked the top variants according to their Combined Annotation Dependent Depletion (CADD) scores. Variants with CADD scores greater than 10 were used to compute the PRS. Once we derived the PRS, we determined the association of the PRS with BDR in a cohort of Hispanic children with asthma (the Genetics of Asthma in Costa Rica Study (GACRS)) in adjusted linear regression models. Mean BDR in GACRS participants was5.6% with a standard deviation of 10.2%. We observed a 0.63% decrease in BDR in response to albuterol for a standard deviation increase in the PRS (p = 0.05). We also observed decreased odds of a BDR response at or above the 12% threshold for a one standard deviation increase in the PRS (OR = 0.80 (95% CI 0.67 to 0.95)). Our findings show that combining variants from a pharmacogenetic GWAS into a PRS may be useful for predicting medication response in asthma. MDPI 2021-04-20 /pmc/articles/PMC8073919/ /pubmed/33923870 http://dx.doi.org/10.3390/jpm11040319 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Sordillo, Joanne E.
Lutz, Sharon M.
McGeachie, Michael J.
Lasky-Su, Jessica
Weiss, Scott T.
Celedón, Juan C.
Wu, Ann Chen
Pharmacogenetic Polygenic Risk Score for Bronchodilator Response in Children and Adolescents with Asthma: Proof-of-Concept
title Pharmacogenetic Polygenic Risk Score for Bronchodilator Response in Children and Adolescents with Asthma: Proof-of-Concept
title_full Pharmacogenetic Polygenic Risk Score for Bronchodilator Response in Children and Adolescents with Asthma: Proof-of-Concept
title_fullStr Pharmacogenetic Polygenic Risk Score for Bronchodilator Response in Children and Adolescents with Asthma: Proof-of-Concept
title_full_unstemmed Pharmacogenetic Polygenic Risk Score for Bronchodilator Response in Children and Adolescents with Asthma: Proof-of-Concept
title_short Pharmacogenetic Polygenic Risk Score for Bronchodilator Response in Children and Adolescents with Asthma: Proof-of-Concept
title_sort pharmacogenetic polygenic risk score for bronchodilator response in children and adolescents with asthma: proof-of-concept
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8073919/
https://www.ncbi.nlm.nih.gov/pubmed/33923870
http://dx.doi.org/10.3390/jpm11040319
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