Yujiao Li, Susanne Breitner-Busch, Wayne E Cascio, Siqi Zhang, Kathrin Wolf, Ina-Maria Rückert-Eheberg, Stefan Kääb, Georg Schmidt, Alexander Strom, Annette Peters, Alexandra Schneider
{"title":"环境空气污染与心率变异性之间的短期关联:基于人群的KORA S4和FF4研究结果","authors":"Yujiao Li, Susanne Breitner-Busch, Wayne E Cascio, Siqi Zhang, Kathrin Wolf, Ina-Maria Rückert-Eheberg, Stefan Kääb, Georg Schmidt, Alexander Strom, Annette Peters, Alexandra Schneider","doi":"10.1186/s12989-025-00645-6","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Ambient air pollution is a major risk factor for CVDs, and a plausible mechanism is speculated to be alteration of autonomic nervous system (ANS) function. Yet, the short-term effects of air pollution on heart rate variability (HRV), a measure of ANS balance are inconsistent.</p><p><strong>Objective: </strong>This study aimed to evaluate the short-term effects of ambient PM<sub>2.5</sub> and NO<sub>2</sub> on cardiovascular autonomic function, and to determine vulnerable subgroups and temporal trends from repeated HRV and HR measurements over 14 years in the KORA cohort.</p><p><strong>Methods: </strong>We analyzed data from 4,032 participants in KORA S4 (1999-2001) and 1,912 in KORA FF4 (2013-2014). Air pollution data were from fixed monitoring stations, and HRV indices were derived from 5-minute ECG recordings. Generalized additive models (GAMs) and generalized additive mixed models (GAMMs) were used to assess associations.</p><p><strong>Results: </strong>In S4, each IQR increase in PM<sub>2.5</sub> at the 14-day moving average was associated with a 2.32% (95% CI: - 4.41, - 0.19) decrease in SDNN and a 1.20% (95% CI: 0.16, 2.26) increase in HR. By contrast, KORA FF4 showed opposite associations, with a 0.86% (95% CI: 0.02, 1.70) increase in SDNN at lag 4 for PM<sub>2.5</sub>. Effect modifications by age and smoking status were observed in S4. No statistically significant associations were found in the longitudinal analysis, however, the observed trends were consistent with the effects identified in S4.</p><p><strong>Conclusion: </strong>Short-term exposure to PM<sub>2.5</sub> and NO<sub>2</sub> impacts cardiac autonomic function, with varying effects across study waves due to aging, smoking, medication, and lower pollution levels. Even at low ambient concentrations, these exposures impaired autonomic function via inflammation and oxidative stress, underscoring the importance of stringent air quality standards and lifestyle interventions in reducing cardiovascular risk.</p>","PeriodicalId":19847,"journal":{"name":"Particle and Fibre Toxicology","volume":"22 1","pages":"26"},"PeriodicalIF":8.2000,"publicationDate":"2025-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Short-term association between ambient air pollution and heart rate variability: results from the population-based KORA S4 and FF4 studies.\",\"authors\":\"Yujiao Li, Susanne Breitner-Busch, Wayne E Cascio, Siqi Zhang, Kathrin Wolf, Ina-Maria Rückert-Eheberg, Stefan Kääb, Georg Schmidt, Alexander Strom, Annette Peters, Alexandra Schneider\",\"doi\":\"10.1186/s12989-025-00645-6\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Ambient air pollution is a major risk factor for CVDs, and a plausible mechanism is speculated to be alteration of autonomic nervous system (ANS) function. Yet, the short-term effects of air pollution on heart rate variability (HRV), a measure of ANS balance are inconsistent.</p><p><strong>Objective: </strong>This study aimed to evaluate the short-term effects of ambient PM<sub>2.5</sub> and NO<sub>2</sub> on cardiovascular autonomic function, and to determine vulnerable subgroups and temporal trends from repeated HRV and HR measurements over 14 years in the KORA cohort.</p><p><strong>Methods: </strong>We analyzed data from 4,032 participants in KORA S4 (1999-2001) and 1,912 in KORA FF4 (2013-2014). Air pollution data were from fixed monitoring stations, and HRV indices were derived from 5-minute ECG recordings. Generalized additive models (GAMs) and generalized additive mixed models (GAMMs) were used to assess associations.</p><p><strong>Results: </strong>In S4, each IQR increase in PM<sub>2.5</sub> at the 14-day moving average was associated with a 2.32% (95% CI: - 4.41, - 0.19) decrease in SDNN and a 1.20% (95% CI: 0.16, 2.26) increase in HR. By contrast, KORA FF4 showed opposite associations, with a 0.86% (95% CI: 0.02, 1.70) increase in SDNN at lag 4 for PM<sub>2.5</sub>. Effect modifications by age and smoking status were observed in S4. No statistically significant associations were found in the longitudinal analysis, however, the observed trends were consistent with the effects identified in S4.</p><p><strong>Conclusion: </strong>Short-term exposure to PM<sub>2.5</sub> and NO<sub>2</sub> impacts cardiac autonomic function, with varying effects across study waves due to aging, smoking, medication, and lower pollution levels. Even at low ambient concentrations, these exposures impaired autonomic function via inflammation and oxidative stress, underscoring the importance of stringent air quality standards and lifestyle interventions in reducing cardiovascular risk.</p>\",\"PeriodicalId\":19847,\"journal\":{\"name\":\"Particle and Fibre Toxicology\",\"volume\":\"22 1\",\"pages\":\"26\"},\"PeriodicalIF\":8.2000,\"publicationDate\":\"2025-10-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Particle and Fibre Toxicology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1186/s12989-025-00645-6\",\"RegionNum\":1,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"TOXICOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Particle and Fibre Toxicology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s12989-025-00645-6","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"TOXICOLOGY","Score":null,"Total":0}
Short-term association between ambient air pollution and heart rate variability: results from the population-based KORA S4 and FF4 studies.
Background: Ambient air pollution is a major risk factor for CVDs, and a plausible mechanism is speculated to be alteration of autonomic nervous system (ANS) function. Yet, the short-term effects of air pollution on heart rate variability (HRV), a measure of ANS balance are inconsistent.
Objective: This study aimed to evaluate the short-term effects of ambient PM2.5 and NO2 on cardiovascular autonomic function, and to determine vulnerable subgroups and temporal trends from repeated HRV and HR measurements over 14 years in the KORA cohort.
Methods: We analyzed data from 4,032 participants in KORA S4 (1999-2001) and 1,912 in KORA FF4 (2013-2014). Air pollution data were from fixed monitoring stations, and HRV indices were derived from 5-minute ECG recordings. Generalized additive models (GAMs) and generalized additive mixed models (GAMMs) were used to assess associations.
Results: In S4, each IQR increase in PM2.5 at the 14-day moving average was associated with a 2.32% (95% CI: - 4.41, - 0.19) decrease in SDNN and a 1.20% (95% CI: 0.16, 2.26) increase in HR. By contrast, KORA FF4 showed opposite associations, with a 0.86% (95% CI: 0.02, 1.70) increase in SDNN at lag 4 for PM2.5. Effect modifications by age and smoking status were observed in S4. No statistically significant associations were found in the longitudinal analysis, however, the observed trends were consistent with the effects identified in S4.
Conclusion: Short-term exposure to PM2.5 and NO2 impacts cardiac autonomic function, with varying effects across study waves due to aging, smoking, medication, and lower pollution levels. Even at low ambient concentrations, these exposures impaired autonomic function via inflammation and oxidative stress, underscoring the importance of stringent air quality standards and lifestyle interventions in reducing cardiovascular risk.
期刊介绍:
Particle and Fibre Toxicology is an online journal that is open access and peer-reviewed. It covers a range of disciplines such as material science, biomaterials, and nanomedicine, focusing on the toxicological effects of particles and fibres. The journal serves as a platform for scientific debate and communication among toxicologists and scientists from different fields who work with particle and fibre materials. The main objective of the journal is to deepen our understanding of the physico-chemical properties of particles, their potential for human exposure, and the resulting biological effects. It also addresses regulatory issues related to particle exposure in workplaces and the general environment. Moreover, the journal recognizes that there are various situations where particles can pose a toxicological threat, such as the use of old materials in new applications or the introduction of new materials altogether. By encompassing all these disciplines, Particle and Fibre Toxicology provides a comprehensive source for research in this field.