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德国新诊断糖尿病亚型中抑郁症状、幸福感、健康相关生活质量和与糖尿病相关的痛苦:一项为期 5 年的观察性随访研究。

Depression symptoms, wellbeing, health-related quality of life, and diabetes-related distress in novel subtypes of recent-onset diabetes in Germany: a 5-year observational follow-up study.

机构信息

Institute for Health Services Research and Health Economics, German Diabetes Center, Leibniz Center for Diabetes Research, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany; Institute for Health Services Research and Health Economics, Centre for Health and Society, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany; German Center for Diabetes Research (DZD e.V.), Neuherberg, Germany.

Institute for Health Services Research and Health Economics, German Diabetes Center, Leibniz Center for Diabetes Research, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany; Institute for Health Services Research and Health Economics, Centre for Health and Society, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany; German Center for Diabetes Research (DZD e.V.), Neuherberg, Germany.

出版信息

Lancet Diabetes Endocrinol. 2024 Dec;12(12):890-903. doi: 10.1016/S2213-8587(24)00234-1. Epub 2024 Oct 24.

Abstract

BACKGROUND

The subjective experiences of individuals living with diabetes is commonly assessed with patient-reported outcomes (PROs; eg, depression symptoms, wellbeing, health-related quality of life [HRQOL], and diabetes-related distress). Cluster analyses have identified novel diabetes subtypes differing in phenotypic and metabolic characteristics. We aimed to investigate associations between these subtypes and PROs and whether subtype predicted PROs 5 years later.

METHODS

Baseline (<12 months after a diabetes diagnosis) and 5-year follow-up data were collected from German Diabetes Study (GDS) participants. Multiple regressions were applied to analyse associations between diabetes subtypes and depression symptoms (Center for Epidemiologic Studies Depression Scale), wellbeing (WHO-5), HRQOL (SF-36), and diabetes-related distress (Problem Areas in Diabetes Scale).

FINDINGS

Cluster analyses at baseline (n=1391) identified participants with severe autoimmune diabetes (SAID, 417 [30%]), severe insulin-deficient diabetes (SIDD, 33 [2%]), severe insulin-resistant diabetes (SIRD, 150 [11%]), mild obesity-related diabetes (MOD, 354 [25%]), and mild age-related diabetes (MARD, 437 [31%]). At baseline, multiple regression analyses showed that participants with SIRD had higher depression symptoms than participants with MARD and lower physical HRQOL than all other subtypes. Participants with SAID reported higher depression symptoms and lower mental HRQOL than participants with MARD, higher physical HRQOL than participants with MARD and MOD, and higher diabetes-related distress than most other subtypes. At the 5-year follow-up, clustering predicted no statistically significant changes in PROs after adjustment for multiple testing, whereas descriptive analyses demonstrated that individuals with SIRD were more likely to experience clinically relevant depression symptoms (16% vs 6%) and low wellbeing (31% vs 14%), respectively, than individuals with MARD.

INTERPRETATION

Diabetes subtypes already differ in PROs at diabetes diagnosis. Our analyses had limited predictive power during follow-up. However, our findings suggest that clustering could predict future changes in depression symptoms.

FUNDING

The GDS was initiated and financed by the German Diabetes Center, which is funded by the German Federal Ministry of Health, the Ministry of Culture and Science of the state of North Rhine-Westphalia, and by the German Federal Ministry of Education and Research to the German Center for Diabetes Research.

TRANSLATION

For the German translation of the abstract see Supplementary Materials section.

摘要

背景

个体患有糖尿病的主观体验通常通过患者报告的结果(PROs;例如,抑郁症状、幸福感、健康相关生活质量[HRQOL]和与糖尿病相关的痛苦)来评估。聚类分析已经确定了在表型和代谢特征上存在差异的新型糖尿病亚型。我们旨在研究这些亚型与 PROs 之间的关联,以及亚型是否能预测 5 年后的 PROs。

方法

从德国糖尿病研究(GDS)参与者中收集基线(糖尿病诊断后<12 个月)和 5 年随访数据。应用多元回归分析来分析糖尿病亚型与抑郁症状(流行病学研究中心抑郁量表)、幸福感(世界卫生组织-5)、HRQOL(SF-36)和与糖尿病相关的痛苦(糖尿病问题领域量表)之间的关联。

结果

基线时(n=1391)的聚类分析确定了严重自身免疫性糖尿病(SAID,417[30%])、严重胰岛素缺乏性糖尿病(SIDD,33[2%])、严重胰岛素抵抗性糖尿病(SIRD,150[11%])、轻度肥胖相关性糖尿病(MOD,354[25%])和轻度年龄相关性糖尿病(MARD,437[31%])。基线时,多元回归分析显示,SIRD 患者的抑郁症状高于 MARD 患者,身体 HRQOL 低于其他所有亚型。SAID 患者的抑郁症状和心理 HRQOL 均高于 MARD 患者,身体 HRQOL 高于 MARD 和 MOD 患者,与大多数其他亚型相比,糖尿病相关的痛苦更高。在 5 年随访中,聚类分析预测在进行多次检验调整后,PROs 没有统计学上显著的变化,而描述性分析表明,SIRD 患者更有可能经历临床相关的抑郁症状(16%比 6%)和低幸福感(31%比 14%),而 MARD 患者则没有。

解释

糖尿病亚型在糖尿病诊断时已经在 PROs 上存在差异。我们的分析在随访期间的预测能力有限。然而,我们的研究结果表明,聚类可以预测未来抑郁症状的变化。

资金

GDS 由德国糖尿病中心发起和资助,该中心由德国联邦卫生部、北莱茵-威斯特法伦州文化部和科学部以及德国联邦教育部和研究部共同资助,是德国糖尿病研究中心。

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