{"title":"Gray Matter Reserve Modulates the Association between Glymphatic System Function and Cognition in Patients with Type 2 Diabetes Mellitus.","authors":"Wenqing Xia, Xiao Yin, Yujie Zhang, Shenghui Ge, Yuchen Chen, Jianhua Ma","doi":"10.1159/000542902","DOIUrl":null,"url":null,"abstract":"<p><strong>Introduction: </strong>The glymphatic system is regarded as a key factor in the pathogenesis of neurodegenerative diseases. Given the heightened risk of cognitive impairment in patients with type 2 diabetes mellitus (T2DM), the possible alterations in the glymphatic system in T2DM patients remain to be explored. Diffusion tensor imaging (DTI) analysis along the perivascular space (ALPS) index can be utilized to model the glymphatic system in humans. Our aim was to explore the relationship between the ALPS index and cognitive function in patients with T2DM and whether this relationship is modulated by gray matter (GM) integrity anchored by the ALPS index.</p><p><strong>Methods: </strong>All participants underwent evaluation using a comprehensive cognitive assessment scale to determine their neurocognitive status. The ALPS index was calculated based on DTI data, and the disparity in ALPS index values between patients with T2DM and healthy controls (HCs) was examined. Furthermore, multiple linear regression analysis was conducted in the T2DM group to identify the GM regions associated with the ALPS index, and the volumes of the GM partitions were extracted. The volume of GM partitions was used as the regulating variable, the ALPS index was used as the independent variable, and cognitive test scores were used as the dependent variable in our analysis.</p><p><strong>Results: </strong>The ALPS index differed significantly between the two groups, and the ALPS index in patients with T2DM was significantly lower than that in HCs. In addition, our analysis revealed a correlation between the ALPS index and GM volume in the insular region, consistent with the observed GM atrophy in the patient cohort. Moreover, a significant negative correlation was observed between the ALPS index in patients and performance on the Trail-Making Test-A (TMT-A), and this relationship was moderated by GM integrity. In patients with more severe GM atrophy, the ALPS index was more strongly correlated with cognitive function.</p><p><strong>Conclusions: </strong>In this study, a decreased ALPS index was found in T2DM patients, indicating impaired glymphatic function in this population. Furthermore, a significant association was detected between the ALPS index and cognitive performance in T2DM patients, and this correlation was influenced by GM integrity. Therefore, the ALPS index has the potential to be used as a biomarker of cognitive impairment in diabetic patients. Further studies are needed to investigate the diagnostic and therapeutic implications of glymphatic dysfunction in T2DM patients with cognitive impairment.</p>","PeriodicalId":19117,"journal":{"name":"Neuroendocrinology","volume":" ","pages":"48-59"},"PeriodicalIF":3.2000,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Neuroendocrinology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1159/000542902","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/12/2 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"ENDOCRINOLOGY & METABOLISM","Score":null,"Total":0}
引用次数: 0
Abstract
Introduction: The glymphatic system is regarded as a key factor in the pathogenesis of neurodegenerative diseases. Given the heightened risk of cognitive impairment in patients with type 2 diabetes mellitus (T2DM), the possible alterations in the glymphatic system in T2DM patients remain to be explored. Diffusion tensor imaging (DTI) analysis along the perivascular space (ALPS) index can be utilized to model the glymphatic system in humans. Our aim was to explore the relationship between the ALPS index and cognitive function in patients with T2DM and whether this relationship is modulated by gray matter (GM) integrity anchored by the ALPS index.
Methods: All participants underwent evaluation using a comprehensive cognitive assessment scale to determine their neurocognitive status. The ALPS index was calculated based on DTI data, and the disparity in ALPS index values between patients with T2DM and healthy controls (HCs) was examined. Furthermore, multiple linear regression analysis was conducted in the T2DM group to identify the GM regions associated with the ALPS index, and the volumes of the GM partitions were extracted. The volume of GM partitions was used as the regulating variable, the ALPS index was used as the independent variable, and cognitive test scores were used as the dependent variable in our analysis.
Results: The ALPS index differed significantly between the two groups, and the ALPS index in patients with T2DM was significantly lower than that in HCs. In addition, our analysis revealed a correlation between the ALPS index and GM volume in the insular region, consistent with the observed GM atrophy in the patient cohort. Moreover, a significant negative correlation was observed between the ALPS index in patients and performance on the Trail-Making Test-A (TMT-A), and this relationship was moderated by GM integrity. In patients with more severe GM atrophy, the ALPS index was more strongly correlated with cognitive function.
Conclusions: In this study, a decreased ALPS index was found in T2DM patients, indicating impaired glymphatic function in this population. Furthermore, a significant association was detected between the ALPS index and cognitive performance in T2DM patients, and this correlation was influenced by GM integrity. Therefore, the ALPS index has the potential to be used as a biomarker of cognitive impairment in diabetic patients. Further studies are needed to investigate the diagnostic and therapeutic implications of glymphatic dysfunction in T2DM patients with cognitive impairment.
简介:我们旨在探讨T2DM患者淋巴功能与认知功能之间的关系,以及这种关系是否受到灰质完整性的调节。方法:共招募65例T2DM患者和65例健康对照(hc)。所有参与者都接受了综合认知评估量表的评估。根据DTI数据计算ALPS指数,并检验各组间ALPS指数值的差异。采用基于体素的形态学方法进行GM体积分析。采用多元线性回归分析确定与ALPS指数相关的转基因区域。探讨了ALPS指数、GM量与认知之间的相互作用。结果:T2DM患者的ALPS指数明显低于hc患者。此外,我们的分析揭示了胰岛区ALPS指数与GM体积之间的相关性,该区域与患者队列中观察到的GM萎缩区域一致。此外,患者的ALPS指数与Trail Making Test Part-A的表现呈显著负相关,这种关系被GM完整性调节。结论:T2DM患者的ALPS指数降低,提示该人群的淋巴功能受损。此外,T2DM患者的ALPS指数与认知表现之间的关系受脑岛GMV的影响。因此,ALPS指数有可能作为糖尿病患者认知功能障碍的生物标志物。
期刊介绍:
''Neuroendocrinology'' publishes papers reporting original research in basic and clinical neuroendocrinology. The journal explores the complex interactions between neuronal networks and endocrine glands (in some instances also immunecells) in both central and peripheral nervous systems. Original contributions cover all aspects of the field, from molecular and cellular neuroendocrinology, physiology, pharmacology, and the neuroanatomy of neuroendocrine systems to neuroendocrine correlates of behaviour, clinical neuroendocrinology and neuroendocrine cancers. Readers also benefit from reviews by noted experts, which highlight especially active areas of current research, and special focus editions of topical interest.