Mediation analysis of brain magnetic resonance imaging variables with all-cause and cardiovascular disease-specific mortalities in persons with type 2 diabetes.

IF 3.1 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM
Cheng-Chieh Lin, Chia-Ing Li, Chiu-Shong Liu, Chih-Hsueh Lin, Jiaxin Yu, Shing-Yu Yang, Tsai-Chung Li
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Abstract

Aim: Glucose variation (GV) has emerged as a predictor of morbidity and mortality in persons with diabetes. However, no study has examined whether brain magnetic resonance imaging (MRI) variables mediated the association between mortality and GV.

Materials and methods: This study was a retrospective cohort comprising 3,961 individuals with type 2 diabetes (T2D), whose electronic medical records were retrieved from a medical center between January 2001 and October 2021. GV was quantified using coefficient of variation of fasting plasma glucose (FPG-CV) and glycated hemoglobin (HbA1c). The MRI variables included the presence or absence of cerebrovascular abnormality and white matter hyperintensity (WMH). All deaths and deaths resulting from expanded cardiovascular disease (CVD) were identified through annual record linkage with National Death Datasets. Cox proportional hazards models were applied to evaluate associations of MRI variable or GV with mortality. Mediation analyses were performed to assess the relative contributions of MRI variables for GV on mortality.

Results: Among 3,961 patients, 2,114 patients (53.4%) had cerebrovascular abnormality and 1,888 patients (47.7%) had WMH. The results showed cerebrovascular abnormality and WMHs were significantly associated with all-cause and expanded CVD mortality after considering GV. The largest mediated effects of GV on all-cause and expanded CVD mortality were observed by cerebrovascular abnormality (5.26% and 8.49%, respectively).

Conclusions: Our study suggests cerebrovascular abnormality and WMHs are important predictors of mortality in patients with T2D after considering GV. In addition, MRI variables of cerebrovascular abnormality expressed weak but significant mediation effect on the associations between GV and mortality.

脑磁共振成像变量与 2 型糖尿病患者全因死亡率和心血管疾病特异性死亡率的中介分析。
目的:葡萄糖变异(GV)已成为糖尿病患者发病率和死亡率的预测因素。然而,还没有研究探讨脑磁共振成像(MRI)变量是否介导了死亡率与血糖变异之间的关联:本研究是一项回顾性队列研究,包括 3961 名 2 型糖尿病(T2D)患者,这些患者的电子病历是 2001 年 1 月至 2021 年 10 月期间从一家医疗中心获取的。GV通过空腹血浆葡萄糖变异系数(FPG-CV)和糖化血红蛋白(HbA1c)进行量化。磁共振成像变量包括是否存在脑血管异常和白质高密度(WMH)。通过与国家死亡数据集(National Death Datasets)的年度记录链接,确定了所有死亡病例和因扩大的心血管疾病(CVD)导致的死亡病例。采用 Cox 比例危险模型评估 MRI 变量或 GV 与死亡率的关系。进行中介分析以评估 MRI 变量和 GV 对死亡率的相对贡献:在 3961 名患者中,2114 名患者(53.4%)有脑血管异常,1888 名患者(47.7%)有 WMH。结果显示,考虑到 GV 后,脑血管异常和 WMH 与全因死亡率和扩大的心血管疾病死亡率显著相关。脑血管异常对全因死亡率和扩大的心血管疾病死亡率的介导效应最大(分别为5.26%和8.49%):我们的研究表明,在考虑 GV 后,脑血管异常和 WMHs 是 T2D 患者死亡率的重要预测因素。此外,脑血管异常的 MRI 变量对 GV 和死亡率之间的关联有微弱但显著的中介作用。
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来源期刊
Acta Diabetologica
Acta Diabetologica 医学-内分泌学与代谢
CiteScore
7.30
自引率
2.60%
发文量
180
审稿时长
2 months
期刊介绍: Acta Diabetologica is a journal that publishes reports of experimental and clinical research on diabetes mellitus and related metabolic diseases. Original contributions on biochemical, physiological, pathophysiological and clinical aspects of research on diabetes and metabolic diseases are welcome. Reports are published in the form of original articles, short communications and letters to the editor. Invited reviews and editorials are also published. A Methodology forum, which publishes contributions on methodological aspects of diabetes in vivo and in vitro, is also available. The Editor-in-chief will be pleased to consider articles describing new techniques (e.g., new transplantation methods, metabolic models), of innovative importance in the field of diabetes/metabolism. Finally, workshop reports are also welcome in Acta Diabetologica.
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