Non-alcoholic fatty liver disease is associated with structural covariance network reconfiguration in cognitively unimpaired adults with type 2 diabetes.

IF 2.9 3区 医学 Q2 NEUROSCIENCES
Xin Li, Wen Zhang, Yan Bi, Linqing Fu, Jiaming Lu, Jiu Chen, Qian Li, Xinyi Shen, Min Wu, Yi Zhang, Xin Zhang, Zhou Zhang, Zhengyang Zhu, Bing Zhang
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Abstract

Type 2 diabetes (T2D) is often accompanied by non-alcoholic fatty liver disease (NAFLD), both of which are related to brain damage and cognitive impairment. However, cortical structural alteration and its relationship with metabolism and cognition in T2D with NAFLD (T2NAFLD) and without NAFLD (T2noNAFLD) remain unclear. The brain MRI scans, clinical measures and neuropsychological test were evaluated in 50 normal controls (NC), 73 T2noNAFLD, and 58 T2NAFLD. The cortical thickness and graph theory properties of structural covariance network was calculated. Statistical analyses included one-way analysis of covariance with post hoc, partial correlation and mediation analysis. The nonparametric permutation test was performed to evaluate differences in topological properties of structural covariance network. We found T2NAFLD group had worse glucose and lipid profiles, more obesity and more severe insulin resistance, and poorer working memory compared to T2noNAFLD and NC. T2D patients demonstrated increase in cortical thickness compared to NC, but no difference between the two T2D groups. The structural covariance network integration decreased in T2D patients, with T2NAFLD exhibiting more obvious network reconfiguration at node level. Cortical thickness mediated the relationship between post-prandial glucose, waist-hip ratio, and working memory. The findings suggest that cortical thickening may be a compensatory response to reduced network integration, with NAFLD exacerbating regional structural network changes in T2D. This research advances our understanding of how these metabolic comorbidities contribute to cognitive decline, potentially guiding future therapeutic strategies for T2D patients with and without NAFLD.

非酒精性脂肪性肝病与认知功能正常的成人2型糖尿病患者的结构协方差网络重构相关
2型糖尿病(T2D)常伴有非酒精性脂肪性肝病(NAFLD),两者均与脑损伤和认知障碍有关。然而,皮质结构改变及其与t2dm合并NAFLD (T2NAFLD)和非T2NAFLD (T2noNAFLD)代谢和认知的关系尚不清楚。对50例正常对照(NC)、73例非afld和58例T2NAFLD患者进行脑MRI扫描、临床测量和神经心理测试。计算了结构协方差网络的皮质厚度和图论性质。统计分析包括单向事后协方差分析、偏相关分析和中介分析。采用非参数置换检验来评价结构协方差网络拓扑性质的差异。我们发现T2NAFLD组与T2noNAFLD和NC组相比有更差的血糖和脂质谱,更多的肥胖和更严重的胰岛素抵抗,以及更差的工作记忆。与NC相比,T2D患者表现出皮质厚度增加,但两组之间没有差异。T2D患者的结构协方差网络整合降低,T2NAFLD在节点水平表现出更明显的网络重构。皮层厚度介导餐后血糖、腰臀比和工作记忆之间的关系。研究结果表明,皮质增厚可能是对网络整合减少的代偿反应,NAFLD加剧了T2D的区域结构网络变化。这项研究促进了我们对这些代谢合并症如何导致认知能力下降的理解,可能指导未来伴有或不伴有NAFLD的T2D患者的治疗策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Neuroscience
Neuroscience 医学-神经科学
CiteScore
6.20
自引率
0.00%
发文量
394
审稿时长
52 days
期刊介绍: Neuroscience publishes papers describing the results of original research on any aspect of the scientific study of the nervous system. Any paper, however short, will be considered for publication provided that it reports significant, new and carefully confirmed findings with full experimental details.
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