The cold temperature associated with new-onset heart failure after incorporating dynamic status of multimorbidity: nationwide cohort, Taiwan 2012-2019.

IF 8.4 2区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS European journal of preventive cardiology Pub Date : 2024-12-04 DOI:10.1093/eurjpc/zwae260
Dong-Yi Chen, Shu-Hao Chang, Wen-Kuan Huang, I Chang Hsieh, Lai-Chu See
{"title":"The cold temperature associated with new-onset heart failure after incorporating dynamic status of multimorbidity: nationwide cohort, Taiwan 2012-2019.","authors":"Dong-Yi Chen, Shu-Hao Chang, Wen-Kuan Huang, I Chang Hsieh, Lai-Chu See","doi":"10.1093/eurjpc/zwae260","DOIUrl":null,"url":null,"abstract":"<p><strong>Aims: </strong>Cold temperatures are known to affect heart failure (HF) hospitalizations, but the dynamic status of multi-morbidity of HF was rarely incorporated. We investigated the relationship between temperature and new-onset HF by risk strata.</p><p><strong>Methods and results: </strong>This nationwide cohort study analysed daily data on ambient temperature, the dynamic status of risk factors (age, diabetes, chronic obstructive pulmonary disease, coronary artery disease, chronic kidney disease, hypertension, myocardial infarction, and atrial fibrillation), and new-onset HF among the Taiwan population from 2012 to 2019. Poisson regression, Austin's algorithm, and classification and regression tree (CART) were used to determine risk strata and obtain the predicted HF rate. 148 708 patients developed new-onset HF over 152.52 million person-years. Three risk strata for HF were identified: Stratum 1 was predominantly those without any comorbidity (89.9%); Stratum 2 was those aged 60-69 with 2-3 comorbidities or aged 70+ with 1-2 comorbidities (9.0%), and Stratum 3 was those aged 70+ and had four or more comorbidity (1.1%). The HF incidence rates for these three strata were 25.54, 555.27, and 2315.52 per 100 000 person-years, respectively. The R2 of the Poisson regression with the three risk strata and the daily minimum temperature on the ln HF incidence rates was 77.99%. The risk of HF increased as temperatures decreased, and the slopes were 1.032, 1.040, and 1.034 for Strata 1-3, respectively. The rate ratios of HF at the winter median temperature of 17°C vs. the summer median temperature of 29°C were 1.45, 1.58, and 1.49 for Strata 1-3, respectively. Cross-validation reveals a good fit and predicted HF rates by ambient temperature for the three strata were provided.</p><p><strong>Conclusion: </strong>Cold temperatures are associated with an increased risk of new-onset HF. Stratum 2 (aged 60-69 with 2-3 comorbidities or aged 70+ with 1-2 comorbidities) are particularly susceptible to cold-related new-onset HF.</p>","PeriodicalId":12051,"journal":{"name":"European journal of preventive cardiology","volume":" ","pages":"2026-2035"},"PeriodicalIF":8.4000,"publicationDate":"2024-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"European journal of preventive cardiology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1093/eurjpc/zwae260","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CARDIAC & CARDIOVASCULAR SYSTEMS","Score":null,"Total":0}
引用次数: 0

Abstract

Aims: Cold temperatures are known to affect heart failure (HF) hospitalizations, but the dynamic status of multi-morbidity of HF was rarely incorporated. We investigated the relationship between temperature and new-onset HF by risk strata.

Methods and results: This nationwide cohort study analysed daily data on ambient temperature, the dynamic status of risk factors (age, diabetes, chronic obstructive pulmonary disease, coronary artery disease, chronic kidney disease, hypertension, myocardial infarction, and atrial fibrillation), and new-onset HF among the Taiwan population from 2012 to 2019. Poisson regression, Austin's algorithm, and classification and regression tree (CART) were used to determine risk strata and obtain the predicted HF rate. 148 708 patients developed new-onset HF over 152.52 million person-years. Three risk strata for HF were identified: Stratum 1 was predominantly those without any comorbidity (89.9%); Stratum 2 was those aged 60-69 with 2-3 comorbidities or aged 70+ with 1-2 comorbidities (9.0%), and Stratum 3 was those aged 70+ and had four or more comorbidity (1.1%). The HF incidence rates for these three strata were 25.54, 555.27, and 2315.52 per 100 000 person-years, respectively. The R2 of the Poisson regression with the three risk strata and the daily minimum temperature on the ln HF incidence rates was 77.99%. The risk of HF increased as temperatures decreased, and the slopes were 1.032, 1.040, and 1.034 for Strata 1-3, respectively. The rate ratios of HF at the winter median temperature of 17°C vs. the summer median temperature of 29°C were 1.45, 1.58, and 1.49 for Strata 1-3, respectively. Cross-validation reveals a good fit and predicted HF rates by ambient temperature for the three strata were provided.

Conclusion: Cold temperatures are associated with an increased risk of new-onset HF. Stratum 2 (aged 60-69 with 2-3 comorbidities or aged 70+ with 1-2 comorbidities) are particularly susceptible to cold-related new-onset HF.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
纳入多病动态状态后与新发心力衰竭相关的低温:台湾 2012-2019 年全国队列。
目的:众所周知,低温会影响心力衰竭(HF)的住院治疗,但却很少纳入HF多病的动态状况。我们按风险分层调查了温度与新发高血压之间的关系:这项全国性队列研究分析了 2012 年至 2019 年期间台湾人口的每日环境温度数据、风险因素(年龄、糖尿病、慢性阻塞性肺病、冠心病、慢性肾病、高血压、心肌梗死和心房颤动)的动态状况以及新发高血压。研究采用泊松回归、奥斯汀算法和分类与回归树(CART)来确定风险分层,并得出预测的心房颤动发病率。在 1.5252 亿人年中,有 1.48708 名患者罹患新发心房颤动。确定了三个心房颤动风险分层:第 1 层主要是没有任何合并症的人(89.9%);第 2 层是年龄在 60-69 岁、有 2-3 个合并症或年龄在 70 岁以上、有 1-2 个合并症的人(9.0%);第 3 层是年龄在 70 岁以上、有 4 个或更多合并症的人(1.1%)。这三个分层的心房颤动发病率分别为每 10 万人年 25.54 例、555.27 例和 2315.52 例。三个风险分层和每日最低气温对ln高频发病率的泊松回归R2为77.99%。随着气温的降低,高频风险也随之增加,1-3 层的斜率分别为 1.032、1.040 和 1.034。冬季中位温度为 17°C 与夏季中位温度为 29°C 时,1-3 层的高频率比率分别为 1.45、1.58 和 1.49。交叉验证显示拟合良好,并提供了按环境温度预测的三个阶层的高频率:结论:低温与新发高血压的风险增加有关。第 2 层(60-69 岁,有 2-3 项合并症或 70 岁以上,有 1-2 项合并症)尤其容易患与寒冷相关的新发高血压。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
European journal of preventive cardiology
European journal of preventive cardiology CARDIAC & CARDIOVASCULAR SYSTEMS-
CiteScore
12.50
自引率
12.00%
发文量
601
审稿时长
3-8 weeks
期刊介绍: European Journal of Preventive Cardiology (EJPC) is an official journal of the European Society of Cardiology (ESC) and the European Association of Preventive Cardiology (EAPC). The journal covers a wide range of scientific, clinical, and public health disciplines related to cardiovascular disease prevention, risk factor management, cardiovascular rehabilitation, population science and public health, and exercise physiology. The categories covered by the journal include classical risk factors and treatment, lifestyle risk factors, non-modifiable cardiovascular risk factors, cardiovascular conditions, concomitant pathological conditions, sport cardiology, diagnostic tests, care settings, epidemiology, pharmacology and pharmacotherapy, machine learning, and artificial intelligence.
期刊最新文献
Cardiovascular outcomes and mortality in diabetic multiple myeloma patients initiated on proteasome inhibitors according to prior use of glucagon-like peptide 1 agonists. Fibroblast growth factor 23 and outcomes of atrial fibrillation: from clinical association to genetic evidence. Integration of Apolipoprotein B into the SCORE2 Framework: Implications for Cardiovascular Risk Prediction. The impact of physical training on the Fontan circulation population: A systematic review and meta-analysis of randomized controlled trials. Enhancing Cardiac Rehabilitation: Addressing Multidimensional Aspects of Frailty.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1