与 T2DM 相关的认知障碍患者大脑功能和结构的异常变化:神经影像学荟萃分析和独立验证。

IF 4.6 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Nutrition & Diabetes Pub Date : 2024-11-11 DOI:10.1038/s41387-024-00348-5
Pan Dai, Ying Yu, Qian Sun, Yang Yang, Bo Hu, Hao Xie, Si-Ning Li, Xin-Yu Cao, Min-Hua Ni, Yan-Yan Cui, Xiao-Yan Bai, Jia-Jun Bi, Guang-Bin Cui, Lin-Feng Yan
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引用次数: 0

摘要

2 型糖尿病(T2DM)严重威胁人类健康和生活质量,认知障碍被认为是 T2DM 的常见并发症。神经影像学荟萃分析发现,T2DM 患者的大脑功能和结构存在异常。因此,荟萃分析的目的是确定 T2DM 相关认知障碍(T2DM-CI)患者大脑中功能和结构指标同时发生变化或不能同步变化的区域。2007年1月1日至2023年5月26日,我们在PubMed、Web of Science、Cochrane Library和Medline数据库中对有关T2DM认知障碍的神经影像学研究进行了文献筛选。我们研究的功能指标是低频波动幅度(ALFF)、区域同质性(ReHo)和度中心性(DC),而结构指标是灰质(GM),包括灰质体积(GMV)和大脑皮层厚度。筛选出报告T2DM-CI与健康对照(HCs)之间ALFF、ReHo、DC和GM异常的研究,提取其显著峰值坐标(x、y、z)和效应大小(t值),利用各向异性效应大小符号差异图谱(AES-SDM)5.15软件进行荟萃分析。此外,荟萃分析得出的具有显著差异的脑区被保存为掩码,然后在我们的数据中进行验证。本研究共涉及 19 项研究和 20 个数据集。综合ALFF、ReHo和DC的测量结果,与HC相比,T2DM-CI患者左侧扣带回前部(ACC.L,BA24)的脑活动显著增加,而左侧舌回(LING.L,BA18)的脑活动显著减少。T2DM-CI 患者右侧颞上回(STG.R,BA42)和左侧枕下回(IOG.L,BA19)的 GM 指标明显下降。元回归分析表明,LING.L 的脑活动减少与女性患者的比例呈负相关,IOG.L 的 GM 减少与 T2DM 持续时间呈负相关。此外,我们还在独立数据集中验证了 T2DM-CI 患者 LING.L 脑活动的减少。LING.L 脑活动的减少和 IOG.L GM 的减少与 T2DM-CI 患者的视力损伤密切相关。这些异常脑区可能是未来研究的主要目标,早期干预可延缓T2DM患者认知功能障碍的进一步发展,改善其生活质量,这也为阐明T2DM认知功能障碍的机制提供了早期生物标志物。
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Abnormal changes of brain function and structure in patients with T2DM-related cognitive impairment: a neuroimaging meta-analysis and an independent validation.

Type 2 diabetes mellitus (T2DM) seriously threatens human health and the quality of life, cognitive impairment is considered as a common complication of T2DM. Neuroimaging meta-analysis found brain functional and structural abnormality in patients with T2DM. Therefore, the purpose of the meta-analysis was to identify brain regions of patients with T2DM-related cognitive impairment (T2DM-CI) where functional and structural indicators changed together or could not synchronize. A literature screening of neuroimaging studies on cognitive impairment in T2DM was conducted from 1 January 2007 to 26 May 2023 in PubMed, Web of Science, Cochrane Library, and Medline databases. The functional indicators we studied were amplitude of low-frequency fluctuation (ALFF), regional homogeneity (ReHo) and degree centrality (DC), while the structural indicator was gray matter (GM), which included gray matter volume (GMV) and cerebral cortical thickness. Studies reporting ALFF, ReHo, DC and GM abnormalities between T2DM-CI and healthy controls (HCs) were selected and their significant peak coordinates (x, y, z) and effect size (t-value) were extracted to perform a meta-analysis using anisotropic effect size sign differential mapping (AES-SDM) 5.15 software. Moreover, the brain regions with significant differences obtained from meta-analysis were saved as masks and then validated in our data. Total 19 studies and 20 datasets were involved in this study. Compared to HCs, combining ALFF, ReHo, and DC measurements, the brain activity of the left anterior cingulate/paracingulate gyri (ACC.L, BA24) in T2DM-CI patients increased significantly, while the brain activity of the left lingual gyrus (LING.L, BA18) in T2DM-CI patients decreased significantly. The GM indicator of the right superior temporal gyrus (STG.R, BA42) and left inferior occipital gyrus (IOG.L, BA19) in T2DM-CI patients decreased significantly. Meta-regression analysis showed the negative relationship between the brain activity reduction in LING.L and the percentage of female patients, as well as the negative relationship between GM reduction in IOG.L and T2DM duration. Furthermore, we validated a decrease in brain activity in the LING.L of T2DM-CI patients in our independent dataset. The decrease of brain activity in LING.L and the decrease of GM in IOG.L were closely related to visual impairment in T2DM-CI patients. These abnormal brain regions may be the main targets for future research, early intervention can delay the further development of cognitive impairment in T2DM patients and improve their quality of life, which also provided early biomarkers for clarifying the mechanism of cognitive impairment in T2DM.

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来源期刊
Nutrition & Diabetes
Nutrition & Diabetes ENDOCRINOLOGY & METABOLISM-NUTRITION & DIETETICS
CiteScore
9.20
自引率
0.00%
发文量
50
审稿时长
>12 weeks
期刊介绍: Nutrition & Diabetes is a peer-reviewed, online, open access journal bringing to the fore outstanding research in the areas of nutrition and chronic disease, including diabetes, from the molecular to the population level.
期刊最新文献
Trends in Children's Dietary Inflammatory Index and association with prediabetes in U.S. adolescents. Effectiveness of flaxseed consumption and fasting mimicking diet on anthropometric measures, biochemical parameters, and hepatic features in patients with Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD): a randomized controlled clinical trial. Anti-obesity effect of irreversible MAO-B inhibitors in patients with Parkinson's disease. Abnormal changes of brain function and structure in patients with T2DM-related cognitive impairment: a neuroimaging meta-analysis and an independent validation. Late eating is associated with poor glucose tolerance, independent of body weight, fat mass, energy intake and diet composition in prediabetes or early onset type 2 diabetes.
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