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

被引:6
作者
Sordillo, Joanne E. [1 ,2 ]
Lutz, Sharon M. [1 ,2 ]
McGeachie, Michael J. [3 ,4 ]
Lasky-Su, Jessica [3 ,4 ]
Weiss, Scott T. [3 ,4 ]
Celedon, Juan C. [5 ]
Wu, Ann Chen [1 ,2 ]
机构
[1] Harvard Med Sch, Dept Populat Med, PRecis Med Translat Res PROMoTeR Ctr, Boston, MA 02215 USA
[2] Harvard Pilgrim Hlth Care Inst, Boston, MA 02215 USA
[3] Brigham & Womens Hosp, Channing Div Network Med, Boston, MA 02115 USA
[4] Harvard Med Sch, Boston, MA 02115 USA
[5] Univ Pittsburgh, UPMC Childrens Hosp Pittsburgh, Div Pediat Pulm Med, Pittsburgh, PA 15224 USA
关键词
bronchodilator response; genome-wide interaction study; asthma; CHILDHOOD ASTHMA;
D O I
10.3390/jpm11040319
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
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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页数:8
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