PM2.5 Constituents and Cardiopulmonary Dysfunctions in Older Adults: A Multiomics Approach Unveiling Molecular Pathways

Abstract The cardiopulmonary risks of fine particulate matter (PM2.5) are linked to its constituents, yet key constituents and underlying molecular pathways driving cardiopulmonary dysfunctions in older adults remain elusive. In a longitudinal panel study of 313 measurements, we assessed associations between PM2.5 constituents and cardiopulmonary functions and explored mediation effects by DNA methylation and gene transcription using personal monitoring data. We combined a linear mixed-effects model with three machine-learning methods to identify key PM2.5 constituents, and employed mediation analysis and Ingenuity Pathway Analysis to explore potential epigenetic and transcriptional mediators and biological pathways. Our findings revealed that chloride ion (Cl–), nickel (Ni), barium, and selenium were the key constituents of PM2.5 inducing cardiopulmonary dysfunction. Interquartile range (IQR) increases in Cl– and Ni were associated with a 3.48% (95% CI: 1.50%, 5.46%) increase in diastolic blood pressure and a 0.09% (95% CI: 0.05%, 0.12%) decrease in FEV1/FVC, respectively. Mediation analysis identified 212 cytosine-phosphate-guanine (CpG) sites that regulated both cardiovascular and pulmonary dysfunctions, and 7 genes mediating more than two distinct constituent-function associations. Neurotransmission, metabolism, and cardiovascular function-related pathways were primarily enriched, among which 22 CpG sites (e.g., cg07115148, cg26409134, and cg26613778) were identified as key epigenetic mediators. Expression quantitative trait methylation analysis revealed that these CpG sites were associated with 14 protein-coding genes including CERS6 and LRCH3. Our findings suggest that short-term exposure to PM2.5 constituents triggers cardiopulmonary dysfunctions via DNA methylation-gene transcription axes and related disruption of neurotransmission, metabolism, and cardiovascular signaling pathways.

Authors

Institutions

Publication Details

Journal
Environmental Science & Technology
Published
2026-09-11
DOI
https://doi.org/10.1021/acs.est.6c04206
Primary Topic
Air Quality and Health Impacts
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
article

PM2.5 Constituents and Cardiopulmonary Dysfunctions in Older Adults: A Multiomics Approach Unveiling Molecular Pathways

Jianlong Fang, Jiaonan Wang, Xiaoming Shi, Song Tang et al.
Environmental Science & Technology
Air Quality and Health Impacts
article

PM2.5 Constituents and Cardiopulmonary Dysfunctions in Older Adults: A Multiomics Approach Unveiling Molecular Pathways

Jianlong Fang, Jiaonan Wang, Xiaoming Shi, Song Tang, Chenfeng Li, Xiang Zhao, Shilu Tong, Yunhan Zou, Chen Chen, Yu Wang
article en

Abstract

Abstract The cardiopulmonary risks of fine particulate matter (PM2.5) are linked to its constituents, yet key constituents and underlying molecular pathways driving cardiopulmonary dysfunctions in older adults remain elusive. In a longitudinal panel study of 313 measurements, we assessed associations between PM2.5 constituents and cardiopulmonary functions and explored mediation effects by DNA methylation and gene transcription using personal monitoring data. We combined a linear mixed-effects model with three machine-learning methods to identify key PM2.5 constituents, and employed mediation analysis and Ingenuity Pathway Analysis to explore potential epigenetic and transcriptional mediators and biological pathways. Our findings revealed that chloride ion (Cl–), nickel (Ni), barium, and selenium were the key constituents of PM2.5 inducing cardiopulmonary dysfunction. Interquartile range (IQR) increases in Cl– and Ni were associated with a 3.48% (95% CI: 1.50%, 5.46%) increase in diastolic blood pressure and a 0.09% (95% CI: 0.05%, 0.12%) decrease in FEV1/FVC, respectively. Mediation analysis identified 212 cytosine-phosphate-guanine (CpG) sites that regulated both cardiovascular and pulmonary dysfunctions, and 7 genes mediating more than two distinct constituent-function associations. Neurotransmission, metabolism, and cardiovascular function-related pathways were primarily enriched, among which 22 CpG sites (e.g., cg07115148, cg26409134, and cg26613778) were identified as key epigenetic mediators. Expression quantitative trait methylation analysis revealed that these CpG sites were associated with 14 protein-coding genes including CERS6 and LRCH3. Our findings suggest that short-term exposure to PM2.5 constituents triggers cardiopulmonary dysfunctions via DNA methylation-gene transcription axes and related disruption of neurotransmission, metabolism, and cardiovascular signaling pathways.

Environmental Science & Technology
Shandong University (CN), Queensland University of Technology (AU), Chinese Center For Disease Control and Prevention (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 12%
Air Quality and Health Impacts
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.