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Joint association of intrinsic capacity and long-term PM2.5 exposure with cardiovascular risk in older Chinese adults
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Xiao-chen YANG1, Xiao-yue ZHANG1, Xiao-xiao LING2, Xin-ran LIU1, 3, Chun CHANG1, 3
Modern Preventive Medicine | 2026, 53(16) : 2881 - 2886
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Modern Preventive Medicine | 2026, 53(16): 2881-2886
• Epidemiology and Statistical Methods Advance •
Joint association of intrinsic capacity and long-term PM2.5 exposure with cardiovascular risk in older Chinese adults
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Xiao-chen YANG1, Xiao-yue ZHANG1, Xiao-xiao LING2, Xin-ran LIU1, 3, Chun CHANG1, 3
Affiliations
  • Department of Social Medicine and Health Education, Deans of School of Public Health, Peking University, Beijing 100191, China
Published: 2026-08-25 doi: 10.20043/j.cnki.MPM.202604318
Outline
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Objective

To examine the joint association of intrinsic capacity (IC) and long-term fine particulate matter (PM2.5) exposure with incident cardiovascular disease (CVD) among older Chinese adults.

Methods

This prospective cohort study used data from the China Health and Retirement Longitudinal Study (CHARLS). We included 3 241 participants aged ≥60 years who were free of CVD at baseline in 2011 and followed them through 2020. IC was assessed across five domains: locomotion, vitality, sensory function, cognition, and psychological well-being, and categorized by the number of deficits (0, 1, 2, or ≥3). Long-term PM2.5 exposure was estimated using satellite-based data linked to participants’ residential locations. Cox proportional hazards models were used to estimate the association between IC-PM2.5 joint exposure groups and incident CVD, with hazard ratios (HRs) and 95% confidence intervals (CIs) reported. In addition, group-based trajectory modelling (GBTM) was applied to identify IC trajectories, and the association between PM2.5 exposure and CVD risk was further evaluated across different trajectory groups.

Results

During a mean follow-up of 7.9±2.2 years, 697 participants (21.5%) developed incident CVD, with an incidence density of 27.3 per 1 000 person-years (95%CI: 25.3-29.4). Compared with the “high IC + low PM2.5 exposure” group, the adjustedHRs for incident CVD were 1.53 (95%CI: 1.20-1.96) for the “low IC + high PM2.5 exposure” group. Three IC trajectories were further identified: “low-level with transient improvement”, “moderate-level with persistent decline”, and “high-level with stable improvement”. In the “low-level with transient improvement” trajectory group, each 10 μg/m3 increase in PM2.5 exposure was associated with an increased risk of incident CVD (HR=1.20, 95%CI: 1.02-1.42), whereas no statistically significant associations were observed in the other trajectory groups.

Conclusion

Older adults with both lower IC levels and higher long-term PM2.5 exposure had the highest risk of incident CVD. PM2.5-related CVD risk also differed across IC trajectory groups.

Intrinsic capacity  /  PM2.5  /  Cardiovascular disease  /  Cohort study  /  Older adults
杨晓晨, 张晓悦, 凌晓潇, 刘欣然, 常春. 内在能力与PM2.5长期暴露对中国老年人心血管疾病发病风险的联合影响分析. 现代预防医学, 2026 , 53 (16) : 2881 -2886 . DOI: 10.20043/j.cnki.MPM.202604318
Xiao-chen YANG, Xiao-yue ZHANG, Xiao-xiao LING, Xin-ran LIU, Chun CHANG. Joint association of intrinsic capacity and long-term PM2.5 exposure with cardiovascular risk in older Chinese adults[J]. Modern Preventive Medicine, 2026 , 53 (16) : 2881 -2886 . DOI: 10.20043/j.cnki.MPM.202604318
Year 2026 volume 53 Issue 16
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doi: 10.20043/j.cnki.MPM.202604318
  • Receive Date:2026-04-20
  • Online Date:2026-09-28
  • Published:2026-08-25
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  • Received:2026-04-20
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    Department of Social Medicine and Health Education, Deans of School of Public Health, Peking University, Beijing 100191, China
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表12种不同金属材料的力学参数
科
Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)
属
Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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