Cargando…
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...
Autores principales: | , , , , , , |
---|---|
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 |
_version_ | 1783684240360079360 |
---|---|
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. |
format | Online Article Text |
id | pubmed-8073919 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT sordillojoannee pharmacogeneticpolygenicriskscoreforbronchodilatorresponseinchildrenandadolescentswithasthmaproofofconcept AT lutzsharonm pharmacogeneticpolygenicriskscoreforbronchodilatorresponseinchildrenandadolescentswithasthmaproofofconcept AT mcgeachiemichaelj pharmacogeneticpolygenicriskscoreforbronchodilatorresponseinchildrenandadolescentswithasthmaproofofconcept AT laskysujessica pharmacogeneticpolygenicriskscoreforbronchodilatorresponseinchildrenandadolescentswithasthmaproofofconcept AT weissscottt pharmacogeneticpolygenicriskscoreforbronchodilatorresponseinchildrenandadolescentswithasthmaproofofconcept AT celedonjuanc pharmacogeneticpolygenicriskscoreforbronchodilatorresponseinchildrenandadolescentswithasthmaproofofconcept AT wuannchen pharmacogeneticpolygenicriskscoreforbronchodilatorresponseinchildrenandadolescentswithasthmaproofofconcept |