Joint association of air pollutants and lifestyles on early-/late-onset heart failure: a population-based prospective cohort study

BACKGROUND AND AIMS: The interaction between air pollutants and lifestyles on heart failure (HF) and its variation by age of HF onset remains unclear. We aim to assess the joint association of air pollutants and lifestyles with HF and examine whether it differs between early- and late-onset HF. METHODS: : A cohort of 233,341 UK Biobank participants (2006-2010 baseline, followed up until 2023) was analyzed. Air pollution (NO2, NOx, PM10, PM2.5, PM2.5-10) and lifestyle (physical activity, smoking, sleep, diet, drinking, BMI) scores were computed, where higher scores indicated exposure to heavier air pollution or more unhealthy lifestyles. Cox models evaluated their associations with HF risk, and interactions were tested multiplicatively and additively. RESULTS: : High air pollution (scores in top tertile) and unfavourable lifestyle (scores up to 5∼6) were associated with higher HF risk independently. Joint-exposure analyses revealed that unfavourable lifestyle and high air pollution were jointly linked to HF, which appeared stronger for early-onset HF [relative excess risk due to interaction: 0.44 (95%CI:0.14∼0.74) for all HF, 1.33 (95%CI:0.03∼2.62) for early-onset HF, 0.39 (95%CI:0.08∼0.70) for late-onset HF; p-value for the early-versus-late interaction contrast=0.08]. In turn, lifestyle differences [between unfavourable (5∼6) and favourable (0∼2)] were associated with larger HF incidence differences in high than low air pollution group, especially for early-onset HF [1.62-fold (95%CI:1.42∼1.84) for all HF, 3.35-fold (95%CI:1.76∼9.79) for early-onset HF, 1.52-fold (95%CI:1.33∼1.74) for late-onset HF]. CONCLUSIONS: : Air pollutants and lifestyles are jointly associated with HF risk, with young adults in air-polluted areas potentially gaining greater benefits from lifestyle differences.

Authors

Institutions

Publication Details

Journal
European Journal of Preventive Cardiology
Published
2026-09-04
DOI
https://doi.org/10.1093/eurjpc/zwag456
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

Joint association of air pollutants and lifestyles on early-/late-onset heart failure: a population-based prospective cohort study

Ting Ni, Xiaoxu Xie, Mengying Xie, Xingjie Fang et al.
European Journal of Preventive Cardiology
Air Quality and Health Impacts
article

Joint association of air pollutants and lifestyles on early-/late-onset heart failure: a population-based prospective cohort study

Ting Ni, Xiaoxu Xie, Mengying Xie, Xingjie Fang, Shaodan Feng, Xiaoxiao Huang, Xiongkun He, Mengdan Liang, Meihua Song, Han Liu, Hanbing Chen, Xiaowei Xie, Chengting Wei, Yaowei Sun
article en

Abstract

BACKGROUND AND AIMS: The interaction between air pollutants and lifestyles on heart failure (HF) and its variation by age of HF onset remains unclear. We aim to assess the joint association of air pollutants and lifestyles with HF and examine whether it differs between early- and late-onset HF. METHODS: : A cohort of 233,341 UK Biobank participants (2006-2010 baseline, followed up until 2023) was analyzed. Air pollution (NO2, NOx, PM10, PM2.5, PM2.5-10) and lifestyle (physical activity, smoking, sleep, diet, drinking, BMI) scores were computed, where higher scores indicated exposure to heavier air pollution or more unhealthy lifestyles. Cox models evaluated their associations with HF risk, and interactions were tested multiplicatively and additively. RESULTS: : High air pollution (scores in top tertile) and unfavourable lifestyle (scores up to 5∼6) were associated with higher HF risk independently. Joint-exposure analyses revealed that unfavourable lifestyle and high air pollution were jointly linked to HF, which appeared stronger for early-onset HF [relative excess risk due to interaction: 0.44 (95%CI:0.14∼0.74) for all HF, 1.33 (95%CI:0.03∼2.62) for early-onset HF, 0.39 (95%CI:0.08∼0.70) for late-onset HF; p-value for the early-versus-late interaction contrast=0.08]. In turn, lifestyle differences [between unfavourable (5∼6) and favourable (0∼2)] were associated with larger HF incidence differences in high than low air pollution group, especially for early-onset HF [1.62-fold (95%CI:1.42∼1.84) for all HF, 3.35-fold (95%CI:1.76∼9.79) for early-onset HF, 1.52-fold (95%CI:1.33∼1.74) for late-onset HF]. CONCLUSIONS: : Air pollutants and lifestyles are jointly associated with HF risk, with young adults in air-polluted areas potentially gaining greater benefits from lifestyle differences.

European Journal of Preventive Cardiology
Fujian Medical University (CN), Nanchang University (CN), Harbin Medical University (CN), Third Affiliated Hospital of Harbin Medical University (CN), Second Affiliated Hospital of Nanchang University (CN), First Affiliated Hospital of Fujian Medical University (CN), Second Affiliated Hospital of Fujian Medical University (CN)
National Natural Science Foundation of China, Natural Science Foundation of Fujian Province, Fujian Medical University
Good health and well-being
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.