Key Laboratory of Digital Quality Evaluation of Chinese Materia Medica of State Administration of TCM and Engineering and Technology Research Center for Chinese Materia Medica Quality of Guangdong Province, Guangdong Pharmaceutical University, Guangzhou, China.
School of Pharmaceutical Sciences, China-Pakistan International Science and Technology Innovation Cooperation Base for Ethnic Medicine Development in Hunan Province, Hunan University of Medicine, Huaihua City, China.
Diabetes Obes Metab. 2024 Dec;26(12):5519-5536. doi: 10.1111/dom.15916. Epub 2024 Sep 4.
Diabetic cognitive impairment (DCI), considered one of the most severe and commonly overlooked complications of diabetes, has shown inconsistent findings regarding the metabolic profiles in DCI patients. This systematic review and meta-analysis aimed to identify dysregulated metabolites as potential biomarkers for early DCI, providing valuable insights into the underlying pathophysiological mechanisms.
A systematic search of four databases, namely PubMed, Embase, Web of Science and Cochrane, was conducted up to March 2024. Subsequently, a qualitative review of clinical studies was performed followed by a meta-analysis of metabolite markers. Finally, the sources of heterogeneity were explored through subgroup and sensitivity analyses.
A total of 774 unique publications involving 4357 participants and the identification of multiple metabolites were retrieved. Of these, 13 clinical studies reported metabolite differences between the DCI and control groups. Meta-analysis was conducted for six brain metabolites and two metabolite ratios. The results revealed a significant increase in myo-inositol (MI) concentration and decreases in glutamate (Glu), Glx (glutamate and glutamine) and N-acetylaspartate/creatine (NAA/Cr) ratios in DCI, which have been identified as the most sensitive metabolic biomarkers for evaluating DCI progression. Notably, brain metabolic changes associated with cognitive impairment are more pronounced in type 2 diabetes mellitus than in type 1 diabetes mellitus, and the hippocampus emerged as the most sensitive brain region regarding metabolic changes associated with DCI.
Our results suggest that MI, Glu, and Glx concentrations and NAA/Cr ratios within the hippocampus may serve as metabolic biomarkers for patients with early-stage DCI.
糖尿病性认知障碍(DCI)被认为是糖尿病最严重且最容易被忽视的并发症之一,其在 DCI 患者的代谢特征方面的研究结果并不一致。本系统评价和荟萃分析旨在确定失调代谢物作为早期 DCI 的潜在生物标志物,为潜在的病理生理机制提供有价值的见解。
对四个数据库(PubMed、Embase、Web of Science 和 Cochrane)进行了系统检索,检索时间截至 2024 年 3 月。随后,对临床研究进行了定性评价,并对代谢物标志物进行了荟萃分析。最后,通过亚组和敏感性分析探讨了异质性的来源。
共检索到 774 篇涉及 4357 名参与者的独特文献,并确定了多种代谢物。其中,13 项临床研究报告了 DCI 组和对照组之间的代谢物差异。对 6 种脑代谢物和 2 种代谢物比值进行了荟萃分析。结果显示,DCI 患者的肌醇(MI)浓度升高,谷氨酸(Glu)、Glu 和谷氨酰胺(Glx)以及 N-乙酰天冬氨酸/肌酐(NAA/Cr)比值降低,这些被认为是评估 DCI 进展的最敏感代谢生物标志物。值得注意的是,与认知障碍相关的脑代谢变化在 2 型糖尿病中比 1 型糖尿病更为明显,而海马体是与 DCI 相关的代谢变化最敏感的脑区。
我们的研究结果表明,海马体中的 MI、Glu 和 Glx 浓度以及 NAA/Cr 比值可能是早期 DCI 患者的代谢生物标志物。