研究 CR1 作为 2 型糖尿病轻度认知障碍的指示基因。

IF 3.4 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM Diabetology & Metabolic Syndrome Pub Date : 2024-08-24 DOI:10.1186/s13098-024-01449-y
Xueling Zhou, Shaohua Wang, Dandan Yu, Tong Niu
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引用次数: 0

摘要

目的:众所周知,2 型糖尿病(T2DM)是认知障碍的一个重要风险因素。同时,肝脏在 T2DM 和胰岛素抵抗的发展过程中起着核心作用。本研究试图鉴定和验证 T2DM 患者轻度认知障碍(MCI)的标记基因:本研究利用基因表达总库(Gene Expression Omnibus)数据库从 T2DM 患者和糖耐量正常者的肝脏组织中鉴定了胰岛素抵抗相关的差异表达基因,并利用基因卡片(GeneCards)数据库鉴定了 MCI 相关基因。接着,对重叠的 T2DM 和 MCI 基因进行了富集分析,然后使用 LASSO 逻辑回归和 SVM-RFE 算法识别了特定基因。一个重要的实验是利用实时定量聚合酶链反应(RT-qPCR)进行临床和体外验证。最后,还进行了多元线性回归、二元逻辑回归和接收者操作特征曲线分析,以研究这些患者的关键基因与认知功能之间的关系:结果:本研究在MCI和T2DM之间发现了40个重叠基因,随后的富集分析显示这些基因与神经元和胶质投射的作用有显著关联。利用两种回归算法确定了两种疾病的标记基因补体受体 1(CR1)。通过对 65 名患有 MCI 的 T2DM 患者(MCI 组)和 65 名未患有 MCI 的 T2DM 患者(NC 组)进行 RT-qPCR 验证,发现 MCI 组外周血单核细胞中的 CR1 mRNA 有显著上调(P 结论:CR1 是神经元和神经胶质投射作用的重要相关性:这些研究结果表明,CR1 是预测 T2DM 患者 MCI 的重要指标。因此,CR1 具有潜在的临床意义,可为 T2DM 的管理和治疗提供新的思路和方向。对 T2DM 和 MCI 中失调标记基因的鉴定和临床验证可为了解这两种疾病之间的内在联系提供有价值的见解。本研究的见解可能会启发人们开发新的策略,以解决与糖尿病相关的认知障碍的复杂问题。
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Investigating CR1 as an indicated Gene for mild cognitive impairment in type 2 diabetes mellitus.

Objective: Type 2 diabetes mellitus (T2DM) has beenis known as an important risk factor for cognitive impairment. Meanwhile, the liver plays a central role in the development of T2DM and insulin resistance. The present study attempted to identify and validate marker genes for mild cognitive impairment (MCI) in patients with T2DM.

Methods: In this study, insulin resistance-related differentially expressed genes were identified from the liver tissues of individuals with T2DM and those with normal glucose tolerance using the Gene Expression Omnibus database and MCI-associated genes were identified using the GeneCards database. Next, enrichment analysis was performed with overlapping T2DM and MCI genes, followed by the identification of specific genes using the LASSO logistic regression and SVM-RFE algorithms. An important experiment involved the implementation of clinical and in vitro validation using real-time quantitative polymerase chain reaction (RT-qPCR). Finally, multiple linear regression, binary logistic regression, and receiver operating characteristic curve analyses were performed to investigate the relationship between the key gene and cognitive function in these patients.

Result: The present study identified 40 overlapping genes between MCI and T2DM, with subsequent enrichment analysis revealing their significant association with the roles of neuronal and glial projections. The marker gene complement receptor 1(CR1) was identified for both diseases using two regression algorithms. Based on RT-qPCR validation in 65 T2DM patients with MCI (MCI group) and 65 T2DM patients without MCI (NC group), a significant upregulation of CR1 mRNA in peripheral blood mononuclear cells was observed in the MCI group (P < 0.001). Furthermore, the CR1 gene level was significantly negatively associated with MoCA and MMSE scores, which reflect the overall cognitive function, and positively correlated with TMTB scores, which indicate the executive function. Finally, elevated CR1 mRNA levels were identified as an independent risk factor for MCI (OR = 1.481, P < 0.001).

Conclusion: These findings suggest that CR1 is an important predictor of MCI in patients with T2DM. Thus, CR1 has potential clinical significance, which may offer new ideas and directions for the management and treatment of T2DM. The identification and clinical validation of dysregulated marker genes in both T2DM and MCI can offer valuable insights into the intrinsic association between these two conditions. The current study insights may inspire the development of novel strategies for addressing the complicated issues related to cognitive impairment associated with diabetes.

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来源期刊
Diabetology & Metabolic Syndrome
Diabetology & Metabolic Syndrome ENDOCRINOLOGY & METABOLISM-
CiteScore
6.20
自引率
0.00%
发文量
170
审稿时长
7.5 months
期刊介绍: Diabetology & Metabolic Syndrome publishes articles on all aspects of the pathophysiology of diabetes and metabolic syndrome. By publishing original material exploring any area of laboratory, animal or clinical research into diabetes and metabolic syndrome, the journal offers a high-visibility forum for new insights and discussions into the issues of importance to the relevant community.
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