太阳辐射暴露对缺血性心脏病死亡率的影响:国家级空间回归模型

IF 3.5 Q1 TROPICAL MEDICINE
Haruka Kato, Satomi Ikeuchi, Susumu Tanimura
{"title":"太阳辐射暴露对缺血性心脏病死亡率的影响:国家级空间回归模型","authors":"Haruka Kato, Satomi Ikeuchi, Susumu Tanimura","doi":"10.1186/s41182-025-00813-6","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Previous studies have analyzed the association between sun exposure and ischemic heart disease (IHD). However, the association has not been assessed globally and may differ when adjusting for spatial dependency. This study aimed to clarify whether this global association remains even while incorporating spatial adjustment.</p><p><strong>Methods: </strong>The most recent age-adjusted IHD mortality data (per 100,000) by country (1987-2022) were obtained from the World Health Organization (WHO) database as the dependent variable. As the independent variable, global solar radiation (GSR) data (MJ/m<sup>2</sup>/day; mean of 1994-2018) were retrieved from the Global Solar Atlas, with values clipped to each capital's location. Covariates included smoking prevalence, alcohol consumption, salt intake, gross domestic product, and health expenditure. To assess associations by sex, ordinary least squares (OLS) regression and three spatial regression models (spatial lag model, spatial error model, and spatial Durbin model) were applied. Additionally, an income-level stratified analysis was conducted. All analyses were performed with R version 4.5.0.</p><p><strong>Results: </strong>After listwise deletion of missing values, 94 countries remained. The mean (SD) IHD mortality rates for males and females were 96.5 (80.4) and 52.4 (48.0), respectively. The mean (SD) GSR was 15.9 (3.7). In the OLS model, GSR showed a significant negative association with IHD mortality (males: β =  - 8.82, p = 0.002; females: β =  - 6.31, p < 0.001). The spatial lag model was the best fit for both sexes, and the association persisted (males: β =  - 4.78, p = 0.041; females: β =  - 3.86, p = 0.005). Stratified analysis largely supported these findings. However, coefficients substantially decreased after spatial adjustment.</p><p><strong>Conclusions: </strong>Sun exposure retained a significant inverse association with ischemic heart disease mortality after adjusting for spatial dependency, although adjustment markedly reduced the strength of association. However, our results require careful interpretation due to several limitations in the study.</p>","PeriodicalId":23311,"journal":{"name":"Tropical Medicine and Health","volume":"53 1","pages":"137"},"PeriodicalIF":3.5000,"publicationDate":"2025-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Effects of solar radiation exposure on ischemic heart disease mortality: country-level spatial regression models.\",\"authors\":\"Haruka Kato, Satomi Ikeuchi, Susumu Tanimura\",\"doi\":\"10.1186/s41182-025-00813-6\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Previous studies have analyzed the association between sun exposure and ischemic heart disease (IHD). However, the association has not been assessed globally and may differ when adjusting for spatial dependency. This study aimed to clarify whether this global association remains even while incorporating spatial adjustment.</p><p><strong>Methods: </strong>The most recent age-adjusted IHD mortality data (per 100,000) by country (1987-2022) were obtained from the World Health Organization (WHO) database as the dependent variable. As the independent variable, global solar radiation (GSR) data (MJ/m<sup>2</sup>/day; mean of 1994-2018) were retrieved from the Global Solar Atlas, with values clipped to each capital's location. Covariates included smoking prevalence, alcohol consumption, salt intake, gross domestic product, and health expenditure. To assess associations by sex, ordinary least squares (OLS) regression and three spatial regression models (spatial lag model, spatial error model, and spatial Durbin model) were applied. Additionally, an income-level stratified analysis was conducted. All analyses were performed with R version 4.5.0.</p><p><strong>Results: </strong>After listwise deletion of missing values, 94 countries remained. The mean (SD) IHD mortality rates for males and females were 96.5 (80.4) and 52.4 (48.0), respectively. The mean (SD) GSR was 15.9 (3.7). In the OLS model, GSR showed a significant negative association with IHD mortality (males: β =  - 8.82, p = 0.002; females: β =  - 6.31, p < 0.001). The spatial lag model was the best fit for both sexes, and the association persisted (males: β =  - 4.78, p = 0.041; females: β =  - 3.86, p = 0.005). Stratified analysis largely supported these findings. However, coefficients substantially decreased after spatial adjustment.</p><p><strong>Conclusions: </strong>Sun exposure retained a significant inverse association with ischemic heart disease mortality after adjusting for spatial dependency, although adjustment markedly reduced the strength of association. However, our results require careful interpretation due to several limitations in the study.</p>\",\"PeriodicalId\":23311,\"journal\":{\"name\":\"Tropical Medicine and Health\",\"volume\":\"53 1\",\"pages\":\"137\"},\"PeriodicalIF\":3.5000,\"publicationDate\":\"2025-10-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Tropical Medicine and Health\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1186/s41182-025-00813-6\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"TROPICAL MEDICINE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Tropical Medicine and Health","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1186/s41182-025-00813-6","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"TROPICAL MEDICINE","Score":null,"Total":0}
引用次数: 0

摘要

背景:以往的研究分析了日晒与缺血性心脏病(IHD)之间的关系。然而,这种关联尚未在全球范围内进行评估,并且在调整空间依赖性时可能会有所不同。本研究旨在澄清这种全球关联是否在纳入空间调整的情况下仍然存在。方法:从世界卫生组织(WHO)数据库作为因变量获得各国(1987-2022年)最新年龄调整后的IHD死亡率数据(每10万人)。作为自变量,全球太阳辐射(GSR)数据(MJ/m2/day; 1994-2018年的平均值)从全球太阳地图集中检索,并将值剪切到每个首都的位置。协变量包括吸烟率、饮酒量、盐摄入量、国内生产总值和卫生支出。为了评估性别之间的关联,应用了普通最小二乘(OLS)回归和三种空间回归模型(空间滞后模型、空间误差模型和空间Durbin模型)。此外,还进行了收入水平分层分析。所有分析均使用R版本4.5.0进行。结果:按列表删除缺失值后,剩下94个国家。男性和女性的平均(SD) IHD死亡率分别为96.5(80.4)和52.4(48.0)。平均(SD) GSR为15.9(3.7)。在OLS模型中,GSR与缺血性心脏病死亡率呈显著负相关(男性:β = - 8.82, p = 0.002;女性:β = - 6.31, p)。结论:在调整空间依赖性后,阳光照射与缺血性心脏病死亡率保持显著负相关,尽管调整显著降低了相关性的强度。然而,由于研究中的一些限制,我们的结果需要仔细解释。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Effects of solar radiation exposure on ischemic heart disease mortality: country-level spatial regression models.

Background: Previous studies have analyzed the association between sun exposure and ischemic heart disease (IHD). However, the association has not been assessed globally and may differ when adjusting for spatial dependency. This study aimed to clarify whether this global association remains even while incorporating spatial adjustment.

Methods: The most recent age-adjusted IHD mortality data (per 100,000) by country (1987-2022) were obtained from the World Health Organization (WHO) database as the dependent variable. As the independent variable, global solar radiation (GSR) data (MJ/m2/day; mean of 1994-2018) were retrieved from the Global Solar Atlas, with values clipped to each capital's location. Covariates included smoking prevalence, alcohol consumption, salt intake, gross domestic product, and health expenditure. To assess associations by sex, ordinary least squares (OLS) regression and three spatial regression models (spatial lag model, spatial error model, and spatial Durbin model) were applied. Additionally, an income-level stratified analysis was conducted. All analyses were performed with R version 4.5.0.

Results: After listwise deletion of missing values, 94 countries remained. The mean (SD) IHD mortality rates for males and females were 96.5 (80.4) and 52.4 (48.0), respectively. The mean (SD) GSR was 15.9 (3.7). In the OLS model, GSR showed a significant negative association with IHD mortality (males: β =  - 8.82, p = 0.002; females: β =  - 6.31, p < 0.001). The spatial lag model was the best fit for both sexes, and the association persisted (males: β =  - 4.78, p = 0.041; females: β =  - 3.86, p = 0.005). Stratified analysis largely supported these findings. However, coefficients substantially decreased after spatial adjustment.

Conclusions: Sun exposure retained a significant inverse association with ischemic heart disease mortality after adjusting for spatial dependency, although adjustment markedly reduced the strength of association. However, our results require careful interpretation due to several limitations in the study.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Tropical Medicine and Health
Tropical Medicine and Health TROPICAL MEDICINE-
CiteScore
7.00
自引率
2.20%
发文量
90
审稿时长
11 weeks
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信