Healthy lifestyle associated with dynamic progression of type 2 diabetes: A multi-state analysis of a prospective cohort.

IF 4.5 3区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Journal of Global Health Pub Date : 2024-09-27 DOI:10.7189/jogh.14.04195
Yuanyuan Ma, Yufeng Chen, Aichen Ge, Guangfeng Long, Min Yao, Yanli Shi, Xiaowei He
{"title":"Healthy lifestyle associated with dynamic progression of type 2 diabetes: A multi-state analysis of a prospective cohort.","authors":"Yuanyuan Ma, Yufeng Chen, Aichen Ge, Guangfeng Long, Min Yao, Yanli Shi, Xiaowei He","doi":"10.7189/jogh.14.04195","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Although the association of a healthy lifestyle with type 2 diabetes (T2D) has been extensively studied, its impact on the dynamic trajectory, including progression, onset and prognosis, of T2D has not been investigated.</p><p><strong>Methods: </strong>Using data from the UK Biobank, 461 168 participants without diabetes or diabetes-related events were included. We incorporated four lifestyle factors to construct the healthy lifestyle score (HLS). We employed a multi-state model to examine the relationship between a healthy lifestyle and transition in T2D progression, including transitions from baseline to diabetes, complications, and further to death. The cumulative probability of above transitions based on the health lifestyle score was calculated.</p><p><strong>Results: </strong>The results indicated that adhering to 3-4 healthy lifestyles had an inverse association with the risk of transition from baseline to diabetes (hazard ratio (HR) = 0.966; 95% confidence interval (CI) = 0.935-0.998, P = 0.038), diabetes to complications (HR = 0.869; 95% CI = 0.818-0.923, P = 5.2 × 10<sup>-6</sup>), baseline to death (HR = 0.528; 95% CI = 0.502-0.553, P < 2 × 10<sup>-16</sup>, and diabetes to death (HR = 0.765; 95% CI = 0.591-0.990, P = 0.041) compared with maintaining 0-1 healthy lifestyles. In addition, the transition probability of the above transitions can be lower with maintaining 3-4 healthy lifestyles.</p><p><strong>Conclusions: </strong>Healthy lifestyles are negatively associated with the risk of multiple outcomes during the dynamic progression of T2D. Adherence to 3-4 healthy lifestyle behaviours before diabetes onset can lower the risk of developing T2D, further reducing the risk of diabetes complications and death in patients with T2D.</p>","PeriodicalId":48734,"journal":{"name":"Journal of Global Health","volume":"14 ","pages":"04195"},"PeriodicalIF":4.5000,"publicationDate":"2024-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11427933/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Global Health","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.7189/jogh.14.04195","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Although the association of a healthy lifestyle with type 2 diabetes (T2D) has been extensively studied, its impact on the dynamic trajectory, including progression, onset and prognosis, of T2D has not been investigated.

Methods: Using data from the UK Biobank, 461 168 participants without diabetes or diabetes-related events were included. We incorporated four lifestyle factors to construct the healthy lifestyle score (HLS). We employed a multi-state model to examine the relationship between a healthy lifestyle and transition in T2D progression, including transitions from baseline to diabetes, complications, and further to death. The cumulative probability of above transitions based on the health lifestyle score was calculated.

Results: The results indicated that adhering to 3-4 healthy lifestyles had an inverse association with the risk of transition from baseline to diabetes (hazard ratio (HR) = 0.966; 95% confidence interval (CI) = 0.935-0.998, P = 0.038), diabetes to complications (HR = 0.869; 95% CI = 0.818-0.923, P = 5.2 × 10-6), baseline to death (HR = 0.528; 95% CI = 0.502-0.553, P < 2 × 10-16, and diabetes to death (HR = 0.765; 95% CI = 0.591-0.990, P = 0.041) compared with maintaining 0-1 healthy lifestyles. In addition, the transition probability of the above transitions can be lower with maintaining 3-4 healthy lifestyles.

Conclusions: Healthy lifestyles are negatively associated with the risk of multiple outcomes during the dynamic progression of T2D. Adherence to 3-4 healthy lifestyle behaviours before diabetes onset can lower the risk of developing T2D, further reducing the risk of diabetes complications and death in patients with T2D.

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
健康的生活方式与 2 型糖尿病的动态发展有关:前瞻性队列的多州分析。
背景:尽管健康的生活方式与 2 型糖尿病(T2D)的关系已得到广泛研究,但其对 T2D 动态轨迹(包括进展、发病和预后)的影响尚未得到调查:利用英国生物库的数据,纳入了 461 168 名没有糖尿病或糖尿病相关事件的参与者。我们纳入了四个生活方式因素来构建健康生活方式评分(HLS)。我们采用了一个多状态模型来研究健康生活方式与 T2D 进展中的转变之间的关系,包括从基线到糖尿病、并发症以及进一步到死亡的转变。根据健康生活方式评分计算了上述转变的累积概率:结果表明,坚持 3-4 种健康生活方式与从基线转为糖尿病(危险比 (HR) = 0.966; 95% 置信区间 (CI) = 0.935-0.998,P = 0.038)、糖尿病转为并发症(HR = 0.869;95% CI = 0.818-0.923,P = 5.2 × 10-6)、基线至死亡(HR = 0.528;95% CI = 0.502-0.553,P -16)和糖尿病至死亡(HR = 0.765;95% CI = 0.591-0.990,P = 0.041)与维持 0-1 健康生活方式相比。此外,保持 3-4 种健康生活方式可降低上述转变的概率:结论:在 T2D 动态进展过程中,健康生活方式与多种结局风险呈负相关。在糖尿病发病前坚持 3-4 种健康生活方式可降低 T2D 的发病风险,进一步降低 T2D 患者的糖尿病并发症和死亡风险。
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
Journal of Global Health
Journal of Global Health PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH -
CiteScore
6.10
自引率
2.80%
发文量
240
审稿时长
6 weeks
期刊介绍: Journal of Global Health is a peer-reviewed journal published by the Edinburgh University Global Health Society, a not-for-profit organization registered in the UK. We publish editorials, news, viewpoints, original research and review articles in two issues per year.
期刊最新文献
Academic vs. industry-sponsored trials: A global survey on differences, similarities, and future improvements. Cost-effectiveness analysis of a prediction model for community-based screening of active tuberculosis. Does work modify the relationship between violence and mental health among young people? Evidence from the Violence Against Children Surveys in Uganda, Nigeria and Colombia. Impact of COVID-19 on the utilisation of maternal health services in Bangladesh: A division-level analysis. Impact of scaling up health intervention coverage on reducing maternal mortality in 26 low- and middle-income countries: A modelling study.
×
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