{"title":"Associations of short-, mid-, and long-term particulate matter exposure with elevated LDL-C levels in Korean adults: analysis of KNHANES 2016-2022.","authors":"Hyunil Kim, Woncheol Lee, Kyoung Sook Jeong","doi":"10.1007/s00420-026-02220-8","DOIUrl":null,"url":null,"abstract":"<p><p>Purpose Evidence linking particulate matter (PM) to low-density lipoprotein cholesterol (LDL-C) remains inconsistent. We examined associations of short- (1-7 days), mid- (1-6 months), and long-term (1-5 years) PM<sub>10</sub> and PM<sub>2.5</sub> exposures with elevated LDL-C (≥ 160 mg/dL or medication use) in Korean adults.Methods In this cross-sectional analysis of 14,867 Korean adults from the 2016-2022 the Korea National Health and Nutrition Examination Survey (KNHANES), a nationally representative survey. We used complex samples logistic regression, to estimate odds ratios (ORs) per interquartile range increase in PM, adjusting for sociodemographic, behavioral, occupational, and clinical covariates. Results Both PM<sub>10</sub> and PM<sub>2.5</sub> were positively associated with elevated LDL-C across most windows. In fully adjusted models, PM<sub>10</sub> ORs ranged from 1.143 to 1.236. For PM<sub>2.5,</sub> ORs ranged from 1.097 to 1.181. Associations remained robust after adjusting for lifestyle, adiposity, and chronic conditions. Conclusion Short-, mid-, and long-term PM exposures were consistently associated with elevated LDL-C levels. These findings suggest PM is associated with alterations in lipid metabolism through acute and chronic pathways, highlighting air pollution as an environmental factor associated with dyslipidemia and cardiometabolic risk.</p>","PeriodicalId":13761,"journal":{"name":"International Archives of Occupational and Environmental Health","volume":"99 5","pages":""},"PeriodicalIF":2.7000,"publicationDate":"2026-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Archives of Occupational and Environmental Health","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s00420-026-02220-8","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH","Score":null,"Total":0}
引用次数: 0
Abstract
Purpose Evidence linking particulate matter (PM) to low-density lipoprotein cholesterol (LDL-C) remains inconsistent. We examined associations of short- (1-7 days), mid- (1-6 months), and long-term (1-5 years) PM10 and PM2.5 exposures with elevated LDL-C (≥ 160 mg/dL or medication use) in Korean adults.Methods In this cross-sectional analysis of 14,867 Korean adults from the 2016-2022 the Korea National Health and Nutrition Examination Survey (KNHANES), a nationally representative survey. We used complex samples logistic regression, to estimate odds ratios (ORs) per interquartile range increase in PM, adjusting for sociodemographic, behavioral, occupational, and clinical covariates. Results Both PM10 and PM2.5 were positively associated with elevated LDL-C across most windows. In fully adjusted models, PM10 ORs ranged from 1.143 to 1.236. For PM2.5, ORs ranged from 1.097 to 1.181. Associations remained robust after adjusting for lifestyle, adiposity, and chronic conditions. Conclusion Short-, mid-, and long-term PM exposures were consistently associated with elevated LDL-C levels. These findings suggest PM is associated with alterations in lipid metabolism through acute and chronic pathways, highlighting air pollution as an environmental factor associated with dyslipidemia and cardiometabolic risk.
期刊介绍:
International Archives of Occupational and Environmental Health publishes Editorials, Review Articles, Original Articles, and Letters to the Editor. It welcomes any manuscripts dealing with occupational or ambient environmental problems, with a special interest in research at the interface of occupational health and clinical medicine. The scope ranges from Biological Monitoring to Dermatology, from Fibers and Dust to Human Toxicology, from Nanomaterials and Ultra-fine Dust to Night- and Shift Work, from Psycho-mental Distress and Burnout to Vibrations. A complete list of topics can be found on the right-hand side under For authors and editors.
In addition, all papers should be based on present-day standards and relate to:
-Clinical and epidemiological studies on morbidity and mortality
-Clinical epidemiological studies on the parameters relevant to the estimation of health risks
-Human experimental studies on environmental health effects. Animal experiments are only acceptable if relevant to pathogenic aspects.
-Methods for studying the topics mentioned above.