Dajeong Ham, Youn-Hee Lim, Soontae Kim, Ho-Jang Kwon, Sanghyuk Bae
{"title":"细颗粒物在日气温与死亡率关系中的中介作用。","authors":"Dajeong Ham, Youn-Hee Lim, Soontae Kim, Ho-Jang Kwon, Sanghyuk Bae","doi":"10.3346/jkms.2025.40.e115","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Global warming has raised the earth's temperature approximately 1°C compared to the pre-industrial level. Particulate matter is one pathway through which climate change affects health. This study aimed to estimate the attribution of PM<sub>2.5</sub> on mortality associated with increased temperatures in seven major Korean cities.</p><p><strong>Methods: </strong>Our data includes daily non-accidental mortality counts, mean humidity, mean PM<sub>2.5</sub> concentration, and mean temperature from 2010 to 2019. Data on daily mean temperature was obtained from the public data portal of the Korea Meteorological Administration. Because the monitoring of PM<sub>2.5</sub> concentration in South Korea started in 2015, we utilized modeling data of the daily mean PM<sub>2.5</sub> concentration from 2010 to 2014. For the period between 2015 and 2019, we used monitoring stations to obtain the daily mean PM<sub>2.5</sub> concentration. Non-accidental mortality counts (ICD-10: A00-R99) were extracted from the cause-of-death statistics in Korea. To measure the attribution of PM<sub>2.5</sub>, we conducted mediation analysis. Using the mediation analysis results, we estimated attributable fraction (AF) of increase in temperature compared to climate normal on mortality.</p><p><strong>Results: </strong>The mediating effects of PM<sub>2.5</sub> were observed on days warmer than minimum mortality temperature. The pattern of this mediation effect was similarly observed among those aged ≥ 65 years. In 2019, the AF of the total effect of temperature was from 3.15% to 4.25% in these cities. The AF of indirect effect through PM<sub>2.5</sub> was up to 11% of that of the total effect.</p><p><strong>Conclusion: </strong>We observed that part of the health risk from increasing temperature is attributable to PM<sub>2.5</sub>. These results suggest that the health impacts of climate change can be mitigated by regulating particulate matter pollution as well as greenhouse gas emissions.</p>","PeriodicalId":16249,"journal":{"name":"Journal of Korean Medical Science","volume":"40 24","pages":"e115"},"PeriodicalIF":2.3000,"publicationDate":"2025-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12185987/pdf/","citationCount":"0","resultStr":"{\"title\":\"Mediation of Fine Particulate Matter on the Association Between Daily Temperature and Mortality.\",\"authors\":\"Dajeong Ham, Youn-Hee Lim, Soontae Kim, Ho-Jang Kwon, Sanghyuk Bae\",\"doi\":\"10.3346/jkms.2025.40.e115\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Global warming has raised the earth's temperature approximately 1°C compared to the pre-industrial level. Particulate matter is one pathway through which climate change affects health. This study aimed to estimate the attribution of PM<sub>2.5</sub> on mortality associated with increased temperatures in seven major Korean cities.</p><p><strong>Methods: </strong>Our data includes daily non-accidental mortality counts, mean humidity, mean PM<sub>2.5</sub> concentration, and mean temperature from 2010 to 2019. Data on daily mean temperature was obtained from the public data portal of the Korea Meteorological Administration. Because the monitoring of PM<sub>2.5</sub> concentration in South Korea started in 2015, we utilized modeling data of the daily mean PM<sub>2.5</sub> concentration from 2010 to 2014. For the period between 2015 and 2019, we used monitoring stations to obtain the daily mean PM<sub>2.5</sub> concentration. Non-accidental mortality counts (ICD-10: A00-R99) were extracted from the cause-of-death statistics in Korea. To measure the attribution of PM<sub>2.5</sub>, we conducted mediation analysis. Using the mediation analysis results, we estimated attributable fraction (AF) of increase in temperature compared to climate normal on mortality.</p><p><strong>Results: </strong>The mediating effects of PM<sub>2.5</sub> were observed on days warmer than minimum mortality temperature. The pattern of this mediation effect was similarly observed among those aged ≥ 65 years. In 2019, the AF of the total effect of temperature was from 3.15% to 4.25% in these cities. The AF of indirect effect through PM<sub>2.5</sub> was up to 11% of that of the total effect.</p><p><strong>Conclusion: </strong>We observed that part of the health risk from increasing temperature is attributable to PM<sub>2.5</sub>. These results suggest that the health impacts of climate change can be mitigated by regulating particulate matter pollution as well as greenhouse gas emissions.</p>\",\"PeriodicalId\":16249,\"journal\":{\"name\":\"Journal of Korean Medical Science\",\"volume\":\"40 24\",\"pages\":\"e115\"},\"PeriodicalIF\":2.3000,\"publicationDate\":\"2025-06-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12185987/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Korean Medical Science\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.3346/jkms.2025.40.e115\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"MEDICINE, GENERAL & INTERNAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Korean Medical Science","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.3346/jkms.2025.40.e115","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MEDICINE, GENERAL & INTERNAL","Score":null,"Total":0}
Mediation of Fine Particulate Matter on the Association Between Daily Temperature and Mortality.
Background: Global warming has raised the earth's temperature approximately 1°C compared to the pre-industrial level. Particulate matter is one pathway through which climate change affects health. This study aimed to estimate the attribution of PM2.5 on mortality associated with increased temperatures in seven major Korean cities.
Methods: Our data includes daily non-accidental mortality counts, mean humidity, mean PM2.5 concentration, and mean temperature from 2010 to 2019. Data on daily mean temperature was obtained from the public data portal of the Korea Meteorological Administration. Because the monitoring of PM2.5 concentration in South Korea started in 2015, we utilized modeling data of the daily mean PM2.5 concentration from 2010 to 2014. For the period between 2015 and 2019, we used monitoring stations to obtain the daily mean PM2.5 concentration. Non-accidental mortality counts (ICD-10: A00-R99) were extracted from the cause-of-death statistics in Korea. To measure the attribution of PM2.5, we conducted mediation analysis. Using the mediation analysis results, we estimated attributable fraction (AF) of increase in temperature compared to climate normal on mortality.
Results: The mediating effects of PM2.5 were observed on days warmer than minimum mortality temperature. The pattern of this mediation effect was similarly observed among those aged ≥ 65 years. In 2019, the AF of the total effect of temperature was from 3.15% to 4.25% in these cities. The AF of indirect effect through PM2.5 was up to 11% of that of the total effect.
Conclusion: We observed that part of the health risk from increasing temperature is attributable to PM2.5. These results suggest that the health impacts of climate change can be mitigated by regulating particulate matter pollution as well as greenhouse gas emissions.
期刊介绍:
The Journal of Korean Medical Science (JKMS) is an international, peer-reviewed Open Access journal of medicine published weekly in English. The Journal’s publisher is the Korean Academy of Medical Sciences (KAMS), Korean Medical Association (KMA). JKMS aims to publish evidence-based, scientific research articles from various disciplines of the medical sciences. The Journal welcomes articles of general interest to medical researchers especially when they contain original information. Articles on the clinical evaluation of drugs and other therapies, epidemiologic studies of the general population, studies on pathogenic organisms and toxic materials, and the toxicities and adverse effects of therapeutics are welcome.