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习惯学习与决策回路易受2型糖尿病血糖变异性影响:一项纵向研究

Habit-learning and decision-making circuits are susceptible to glycemic variability in type 2 diabetes: a longitudinal study.

作者信息

Moreno Carolina, d'Almeida Otília C, Crisóstomo Joana, Canário Nádia, Gomes Leonor, Castelo-Branco Miguel

机构信息

Faculty of Medicine, University of Coimbra, Coimbra, Portugal.

Department of Endocrinology, Diabetes and Metabolism, Hospitais da Universidade de Coimbra, ULS Coimbra, Coimbra, Portugal.

出版信息

Front Neurosci. 2025 Jul 9;19:1430185. doi: 10.3389/fnins.2025.1430185. eCollection 2025.

Abstract

OBJECTIVE

Type 2 diabetes mellitus (T2DM) is associated with lower gray matter (GM) volumes. However, little is known about the impact of glycemic control on brain atrophy, especially in highly susceptible regions. Therefore, we aim to identify the effect of glycemic variability (GV) on long-term changes in brain volume among individuals with T2DM.

METHODS

A longitudinal clinical, biochemical, and imaging assessment was conducted at a baseline visit on 170 individuals (85 with T2DM), from which 29 (15 with T2DM) were evaluated at a 7-year follow-up visit. Brain regional volumes were evaluated with 3 T MRI, using the FreeSurfer 7 longitudinal pipeline. GV metrics such as SD, M-value, MAG (mean absolute glucose change), MAGE (mean amplitude of glycemic excursion), and CoV (coefficient of variation) were calculated in both visits.

RESULTS

Statistically significant negative correlations between GV metrics and symmetrized percent change (SPC) of GM volumes were found in specific cortical and subcortical regions of individuals with T2DM. MAGE was correlated with regionally specific atrophy on the temporal lobe ( = -0.63,  = 0.021), insula ( = -0.62,  = 0.022), thalamus ( = -0.64;  = 0.024), hippocampus ( = -0.59;  = 0.034), and putamen ( = -0.65,  = 0.017). Concerning the hippocampal subregions, the presubiculum was significantly correlated with MAGE ( = -0.73;  = 0.005). Baseline GV was consistently associated with temporal lobe SPC. Linear regression analysis showed that, for each increase of 1 mmol/L in MAGE value, the SPC of the temporal lobe decreases on average by 1.2% (higher atrophy rate).

CONCLUSION

The relationship between longitudinal GM atrophy and GV has a regionally specific pattern, suggesting localized brain susceptibility to intra-daily glucose fluctuations. Negative correlations between GV metrics and SPC volume of regions involved in habit-learning, decision-making, and memory highlight GV as a mediator of the neural impact of T2DM on the reward prediction-error circuits.

摘要

目的

2型糖尿病(T2DM)与灰质(GM)体积减小有关。然而,关于血糖控制对脑萎缩的影响,尤其是在高度易感区域,人们了解甚少。因此,我们旨在确定血糖变异性(GV)对T2DM患者脑容量长期变化的影响。

方法

对170名个体(85名T2DM患者)进行了基线访视时的纵向临床、生化和影像学评估,其中29名(15名T2DM患者)在7年随访时接受了评估。使用FreeSurfer 7纵向管道,通过3T MRI评估脑区体积。在两次访视中均计算了GV指标,如标准差(SD)、M值、平均绝对血糖变化(MAG)、血糖波动幅度均值(MAGE)和变异系数(CoV)。

结果

在T2DM患者的特定皮质和皮质下区域,发现GV指标与GM体积的对称百分比变化(SPC)之间存在统计学显著的负相关。MAGE与颞叶(r = -0.63,p = 0.021)、岛叶(r = -0.62,p = 0.022)、丘脑(r = -0.64;p = 0.024)、海马体(r = -0.59;p = 0.034)和壳核(r = -0.65,p = 0.017)的区域特异性萎缩相关。关于海马体亚区域,前扣带回与MAGE显著相关(r = -0.73;p = 0.005)。基线GV与颞叶SPC始终相关。线性回归分析表明,MAGE值每增加1 mmol/L,颞叶SPC平均下降1.2%(萎缩率更高)。

结论

纵向GM萎缩与GV之间的关系具有区域特异性模式,表明大脑对日内血糖波动存在局部易感性。GV指标与参与习惯学习、决策和记忆的区域的SPC体积之间的负相关突出了GV作为T2DM对奖励预测误差回路神经影响的介质。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3af2/12283671/4175ce891d56/fnins-19-1430185-g001.jpg

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