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Ambient Temperature Effect on Acute Myocardial Infarction by Risk Factors: Daily Data From 2000 to 2017, Taiwan
BACKGROUND: A U-shaped relationship between temperature and acute myocardial infarction (AMI) was observed, but the risk factors were rarely included. OBJECTIVES: The authors sought to examine AMI’s cold and heat exposure after considering their risk groups. METHODS: Daily data on ambient temperatur...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10167509/ https://www.ncbi.nlm.nih.gov/pubmed/37181401 http://dx.doi.org/10.1016/j.jacasi.2022.12.002 |
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author | Tseng, Chi-Nan Chen, Dong-Yi Chang, Shu-Hao Huang, Wen-Kuan Hsieh, Ming-Jer See, Lai-Chu |
author_facet | Tseng, Chi-Nan Chen, Dong-Yi Chang, Shu-Hao Huang, Wen-Kuan Hsieh, Ming-Jer See, Lai-Chu |
author_sort | Tseng, Chi-Nan |
collection | PubMed |
description | BACKGROUND: A U-shaped relationship between temperature and acute myocardial infarction (AMI) was observed, but the risk factors were rarely included. OBJECTIVES: The authors sought to examine AMI’s cold and heat exposure after considering their risk groups. METHODS: Daily data on ambient temperature, newly diagnosed AMI, and 6 known risk factors of AMI for the Taiwan population from 2000 to 2017 were created by linking 3 Taiwan national databases. Hierarchical clustering analysis was performed. Poisson regression was performed on the AMI rate with the clusters along with the daily minimum temperature in cold months (November-March) and the daily maximum temperature in hot months (April-October). RESULTS: There were 319,737 patients with new-onset AMI over 109.13 billion person-days, corresponding to the incidence rate of 107.02 per 100,000 person-years (95% CI: 106.64-107.39 person-years). Hierarchical clustering analysis identified 3 distinct clusters (1: age <50 years, 2: age ≥50 years without hypertension, and 3: mainly age ≥50 years with hypertension) with AMI incidence rates of 16.04, 105.13, and 388.17 per 100,000 person-years, respectively. Poisson regression revealed that below 15 °C, cluster 3 had the highest risk of AMI per 1°C reduce in temperature (slope = 1.011) compared with clusters 1 (slope = 0.974) and 2 (slope = 1.009). However, above the 32 °C thresholds, cluster 1 had the highest risk of AMI per 1 °C increase in temperature (slope = 1.036) compared with clusters 2 (slope = 1.02) and 3 (slope = 1.025). Cross validation showed a good fit for the model. CONCLUSIONS: People ≥50 years of age with hypertension are more susceptible to cold-related AMI. However, heat-related AMI is more prominent in individuals <50 years of age. |
format | Online Article Text |
id | pubmed-10167509 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-101675092023-05-10 Ambient Temperature Effect on Acute Myocardial Infarction by Risk Factors: Daily Data From 2000 to 2017, Taiwan Tseng, Chi-Nan Chen, Dong-Yi Chang, Shu-Hao Huang, Wen-Kuan Hsieh, Ming-Jer See, Lai-Chu JACC Asia Original Research BACKGROUND: A U-shaped relationship between temperature and acute myocardial infarction (AMI) was observed, but the risk factors were rarely included. OBJECTIVES: The authors sought to examine AMI’s cold and heat exposure after considering their risk groups. METHODS: Daily data on ambient temperature, newly diagnosed AMI, and 6 known risk factors of AMI for the Taiwan population from 2000 to 2017 were created by linking 3 Taiwan national databases. Hierarchical clustering analysis was performed. Poisson regression was performed on the AMI rate with the clusters along with the daily minimum temperature in cold months (November-March) and the daily maximum temperature in hot months (April-October). RESULTS: There were 319,737 patients with new-onset AMI over 109.13 billion person-days, corresponding to the incidence rate of 107.02 per 100,000 person-years (95% CI: 106.64-107.39 person-years). Hierarchical clustering analysis identified 3 distinct clusters (1: age <50 years, 2: age ≥50 years without hypertension, and 3: mainly age ≥50 years with hypertension) with AMI incidence rates of 16.04, 105.13, and 388.17 per 100,000 person-years, respectively. Poisson regression revealed that below 15 °C, cluster 3 had the highest risk of AMI per 1°C reduce in temperature (slope = 1.011) compared with clusters 1 (slope = 0.974) and 2 (slope = 1.009). However, above the 32 °C thresholds, cluster 1 had the highest risk of AMI per 1 °C increase in temperature (slope = 1.036) compared with clusters 2 (slope = 1.02) and 3 (slope = 1.025). Cross validation showed a good fit for the model. CONCLUSIONS: People ≥50 years of age with hypertension are more susceptible to cold-related AMI. However, heat-related AMI is more prominent in individuals <50 years of age. Elsevier 2023-03-14 /pmc/articles/PMC10167509/ /pubmed/37181401 http://dx.doi.org/10.1016/j.jacasi.2022.12.002 Text en © 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Original Research Tseng, Chi-Nan Chen, Dong-Yi Chang, Shu-Hao Huang, Wen-Kuan Hsieh, Ming-Jer See, Lai-Chu Ambient Temperature Effect on Acute Myocardial Infarction by Risk Factors: Daily Data From 2000 to 2017, Taiwan |
title | Ambient Temperature Effect on Acute Myocardial Infarction by Risk Factors: Daily Data From 2000 to 2017, Taiwan |
title_full | Ambient Temperature Effect on Acute Myocardial Infarction by Risk Factors: Daily Data From 2000 to 2017, Taiwan |
title_fullStr | Ambient Temperature Effect on Acute Myocardial Infarction by Risk Factors: Daily Data From 2000 to 2017, Taiwan |
title_full_unstemmed | Ambient Temperature Effect on Acute Myocardial Infarction by Risk Factors: Daily Data From 2000 to 2017, Taiwan |
title_short | Ambient Temperature Effect on Acute Myocardial Infarction by Risk Factors: Daily Data From 2000 to 2017, Taiwan |
title_sort | ambient temperature effect on acute myocardial infarction by risk factors: daily data from 2000 to 2017, taiwan |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10167509/ https://www.ncbi.nlm.nih.gov/pubmed/37181401 http://dx.doi.org/10.1016/j.jacasi.2022.12.002 |
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