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健康生活方式与 2 型糖尿病的动态进展相关:一项前瞻性队列的多状态分析。

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

机构信息

Department of Toxicology, School of Public Health, Qingdao University, Qingdao, China.

Department of Laboratory Medicine, People's Hospital of Rizhao, Rizhao, Shandong, China.

出版信息

J Glob Health. 2024 Sep 27;14:04195. doi: 10.7189/jogh.14.04195.

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), baseline to death (HR = 0.528; 95% CI = 0.502-0.553, P < 2 × 10, 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.

摘要

背景

尽管健康的生活方式与 2 型糖尿病(T2D)之间的关联已得到广泛研究,但它对 T2D 的动态轨迹(包括进展、发病和预后)的影响尚未得到研究。

方法

使用来自英国生物银行的数据,纳入了 461168 名无糖尿病或与糖尿病相关事件的参与者。我们将四种生活方式因素纳入健康生活方式评分(HLS)。我们采用多状态模型来研究健康生活方式与 T2D 进展过程中的转变之间的关系,包括从基线转变为糖尿病、并发症以及进一步转变为死亡。根据健康生活方式评分计算上述转变的累积概率。

结果

结果表明,坚持 3-4 种健康生活方式与从基线转变为糖尿病的风险呈负相关(风险比(HR)=0.966;95%置信区间(CI)=0.935-0.998,P=0.038)、从糖尿病转变为并发症(HR=0.869;95%CI=0.818-0.923,P=5.2×10)、从基线转变为死亡(HR=0.528;95%CI=0.502-0.553,P<2×10)和从糖尿病转变为死亡(HR=0.765;95%CI=0.591-0.990,P=0.041),与保持 0-1 种健康生活方式相比。此外,保持 3-4 种健康生活方式可以降低上述转变的转变概率。

结论

健康的生活方式与 T2D 动态进展过程中的多种结局风险呈负相关。在糖尿病发病前坚持 3-4 种健康生活方式行为可以降低患 T2D 的风险,进一步降低 T2D 患者发生糖尿病并发症和死亡的风险。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ee07/11427933/8d98d7135047/jogh-14-04195-F1.jpg

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