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基于糖尿病相关死亡率贡献权重的糖尿病患者心血管健康评分的制定。

Development of a cardiovascular health score for diabetics based on the weighting of the contribution of diabetes-related mortality.

作者信息

Yang Xiaomeng, Li Wanting, Wang Suqing

机构信息

School of Public Health, Wuhan University Wuhan, Hubei, China.

Hospital Public Health Section, Wuhan Wuchang Hospital Wuhan, Hubei, China.

出版信息

Am J Transl Res. 2025 Jun 15;17(6):4562-4572. doi: 10.62347/OHVD7508. eCollection 2025.

Abstract

BACKGROUND

Diabetes-related mortalities encompass multiple causes, including cardiovascular disease, infections, and diabetic nephropathy, with cardiovascular death being the leading cause among them. This study aimed to develop a cardiovascular health score specifically suited for diabetic patients based on the Life's Essential 8 scoring system.

METHODS

The study included 23,310 adults from the National Health and Nutrition Examination Survey (NHANES) and determined their mortality cause by linking the data to the National Death Index. The primary outcomes encompassed diabetes-related mortality, cardiovascular mortality, and all-cause mortality. Assessment of mortality risk by Cardiovascular Health (CVH) using cox proportional risk modeling. Weighted quantile sum regression models were utilized to evaluate the contributions of eight CVH factors within their combined effects. Based on the results, the contributions of each factor were adjusted to create a new CVH score. The X-tile figure was used to select the optimal threshold value for reclassifying CVH levels in diabetic patients. The C-index and Decision Curve Analysis were applied to compare the predictive performance of the new CVH level with the original CVH level.

RESULTS

Among the 23,310 adults who participated in the study, 15,217 were normoglycemic, 5,923 were prediabetic, and 2,170 were diabetic. Among the three glycemic states, diabetics exhibited the highest diabetes-related mortality rate (4.52%), and also had the highest cardiovascular mortality rate (3.09%). For all subjects, the risk of diabetes-related mortality decreased by 51.13% for every 10-point increase in the total CVH score, the most important CVH component was blood glucose (contribution of 64.6%). For diabetics, the most important CVH component was blood pressure (contribution of 35.7%), followed by tobacco/nicotine exposure and diet quality (contribution of 18.7% and 18.5%). Notably, the newly adjusted CVH score, unlike the original one, was significantly associated with cardiovascular death (HR = 0.9720, 95% CI: 0.9573 to 0.9869). We chose 30 and 60 as cutoff values for reclassifying CVH levels in diabetic patients. The DCA results indicated that the reclassified CVH levels were superior predictors of diabetes-related deaths, cardiovascular deaths, and all-cause mortality in diabetic patients compared to the original CVH levels.

CONCLUSION

The weight-adjusted CVH score effectively predicted the risk of cardiovascular mortality in diabetics. The predictive performance of the reclassified CVH levels exhibited significant improvement over the original CVH levels. Additionally, when managing health, greater emphasis should be placed on encouraging diabetic patients to monitor their blood pressure, quit smoking, and maintain a healthy diet.

摘要

背景

糖尿病相关死亡原因多种多样,包括心血管疾病、感染和糖尿病肾病等,其中心血管疾病死亡是主要原因。本研究旨在基于生命基本八大要素评分系统开发一种特别适用于糖尿病患者的心血管健康评分。

方法

该研究纳入了来自美国国家健康与营养检查调查(NHANES)的23310名成年人,并通过将数据与国家死亡指数相链接来确定其死亡原因。主要结局包括糖尿病相关死亡、心血管疾病死亡和全因死亡。使用Cox比例风险模型通过心血管健康(CVH)评估死亡风险。采用加权分位数和回归模型来评估八个CVH因素在其综合效应中的贡献。基于结果,对每个因素的贡献进行调整以创建新的CVH评分。使用X-tile图选择用于重新分类糖尿病患者CVH水平的最佳阈值。应用C指数和决策曲线分析来比较新的CVH水平与原始CVH水平的预测性能。

结果

在参与研究的23310名成年人中,15217人血糖正常,5923人处于糖尿病前期,2170人患有糖尿病。在这三种血糖状态中,糖尿病患者的糖尿病相关死亡率最高(4.52%),心血管疾病死亡率也最高(3.09%)。对于所有受试者,总CVH评分每增加10分,糖尿病相关死亡风险降低51.13%,最重要的CVH组成部分是血糖(贡献为64.6%)。对于糖尿病患者,最重要的CVH组成部分是血压(贡献为35.7%),其次是烟草/尼古丁暴露和饮食质量(贡献分别为18.7%和18.5%)。值得注意的是,新调整的CVH评分与原始评分不同,与心血管疾病死亡显著相关(HR = 0.9720,95% CI:0.9573至0.9869)。我们选择30和60作为重新分类糖尿病患者CVH水平的临界值。决策曲线分析结果表明,与原始CVH水平相比,重新分类的CVH水平是糖尿病患者糖尿病相关死亡、心血管疾病死亡和全因死亡的更好预测指标。

结论

经权重调整的CVH评分有效预测了糖尿病患者心血管疾病死亡风险。重新分类的CVH水平的预测性能比原始CVH水平有显著改善。此外,在管理健康时,应更加重视鼓励糖尿病患者监测血压、戒烟并保持健康饮食。

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