Back

Cumulative Genetic Risk for Asthma Contributes to Disease Severity in Children with Asthma living in Urban Environments

Dapas, M.; Wentworth-Sheilds, W.; Thompson, E. E.; Kumar, R.; Lippner, E.; Wood, R. A.; O'Connor, G. T.; Khurana Hershey, G. K.; Gruchalla, R. S.; Liu, A. H.; Zoratti, E. M.; Bacharier, L. B.; Lovinsky-Desir, S.; Gill, M. A.; Sheehan, W. J.; Patel, S. J.; Altman, M. C.; Gern, J. E.; Visness, C. M.; Gergen, P. J.; Becker, P. M.; Jackson, D. J.; Ober, C.

2025-09-09 allergy and immunology
10.1101/2025.09.08.25335346 medRxiv
Show abstract

BackgroundChildhood-onset asthma is highly heritable, with nearly 200 risk loci identified in genome-wide association studies. Aggregated polygenic risk scores can be used to quantify genetic predisposition to asthma, but their power to predict asthma severity in multi-ancestral groups has not been previously evaluated. ObjectiveOur aim was to examine the predictive power of biobank-derived asthma polygenic risk scores in four multi-ancestry asthma study cohorts of children living in U.S. urban environments. MethodsWe generated polygenic risk scores for asthma, derived from a large-scale genome-wide association meta-analysis, and assessed genetic predictions across different subphenotypes of asthma and tested for associations between genetic asthma risk and measures of asthma severity. ResultsPolygenic risk score prediction was significantly stronger for more symptomatic asthma phenotypes (P<0.001), and scores were significantly higher in difficult-to-control vs. easy-to-control asthma (P=0.02). Genetic risk was also significantly associated with more frequent exacerbations (P=0.03), higher blood eosinophil levels (P=0.01), and lower lung function (P<0.001). ConclusionCumulative genetic risk for asthma is associated with disease severity and exacerbation risk in children with asthma. Key MessagesO_LIPolygenic risk prediction is stronger in more symptomatic phenotypes C_LIO_LICumulative genetic risk for asthma is associated with greater asthma severity, higher exacerbation frequency, lower lung function, and increased eosinophil levels in children with asthma C_LI Capsule SummaryWe demonstrate that cumulative genetic risk for asthma is associated with disease severity in children with asthma living in urban environments.

Published in Journal of Allergy and Clinical Immunology: Global · not in our set (fewer than 10 published preprints to learn from) · training set

Matching journals

The top 2 journals account for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.