Genetic susceptibility to PM(2.5) exposure and transcriptional responses in pediatric asthma: insights from single-cell transcriptomics

儿童哮喘中PM2.5暴露的遗传易感性和转录反应:来自单细胞转录组学的启示

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Abstract

BACKGROUND: Exposure to fine particulate matter (PM(2.5)) increases asthma severity and reduces glucocorticoid responsiveness in children, yet the molecular mechanisms underlying PM(2.5) sensitivity remain unclear. We previously identified a PM(2.5)-sensitive asthma phenotype and developed a PM(2.5) sensitivity polygenic risk score (sPRS) correlated with asthma exacerbations and lung function decline. RESEARCH QUESTION: We sought to determine whether genetic variants contributing to PM(2.5) sensitivity converge on specific biological pathways or transcriptional regulators, and whether children with a high sPRS exhibit immune transcriptional signatures consistent with heightened PM(2.5) susceptibility. METHODS: Genes implicated by sPRS variants were mapped using regulatory annotation tools and evaluated for pathway and transcription factor target enrichment. Peripheral blood mononuclear cells (PBMCs) from high- and low-sPRS children matched on long-term ambient PM(2.5) exposure were profiled using single-cell RNA sequencing. Donor-level pseudobulk differential expression was performed using a paired quasi-likelihood negative binomial framework, followed by exploratory pathway enrichment and perturbagen signature analyses. RESULTS: sPRS-implicated genes were enriched for transcriptional regulators linked to SMAD2/3- and MAPK-associated signaling, suggesting TGF-β1-related pathway involvement. No genes reached false-discovery-rate-adjusted significance at the donor level in this small, matched cohort. However, secondary pathway-level analyses demonstrated concordant enrichment across multiple immune populations in inflammatory and stress-response signaling programs previously linked to PM(2.5) exposure. Perturbagen signature analyses likewise highlighted small-molecule regulators of TGF-β1-associated pathways. INTERPRETATION: These integrative genomic and transcriptomic analyses nominate TGF-β1-SMAD/MAPK signaling as a biologically plausible axis of genetic susceptibility to PM(2.5) in pediatric asthma. Given the modest sample size and indirect nature of enrichment-based inference, these findings should be considered hypothesis-generating and motivate targeted functional validation.

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