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与感染和2型糖尿病相关的枢纽基因鉴定:一项初步生物信息学研究

Identification of hub genes associated with infection and type 2 diabetes mellitus: A pilot bioinformatics study.

作者信息

Chen Han, Zhang Guo-Xin, Zhou Xiao-Ying

机构信息

Department of Gastroenterology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210003, Jiangsu Province, China.

Department of Gastroenterology, Jiangsu Province Hospital, Nanjing 210029, Jiangsu Province, China.

出版信息

World J Diabetes. 2024 Feb 15;15(2):170-185. doi: 10.4239/wjd.v15.i2.170.

Abstract

BACKGROUND

() infection is related to various extragastric diseases including type 2 diabetes mellitus (T2DM). However, the possible mechanisms connecting infection and T2DM remain unknown.

AIM

To explore potential molecular connections between infection and T2DM.

METHODS

We extracted gene expression arrays from three online datasets (GSE60427, GSE27411 and GSE115601). Differentially expressed genes (DEGs) commonly present in patients with infection and T2DM were identified. Hub genes were validated using human gastric biopsy samples. Correlations between hub genes and immune cell infiltration, miRNAs, and transcription factors (TFs) were further analyzed.

RESULTS

A total of 67 DEGs were commonly presented in patients with infection and T2DM. Five significantly upregulated hub genes, including , , , , and , were finally identified, all of which are closely related to immune cell infiltration. The gene-miRNA analysis detected 13 miRNAs with at least two gene cross-links. TF-gene interaction networks showed that was coregulated by 26 TFs, the largest number of TFs among the 5 hub genes.

CONCLUSION

We identified five hub genes that may have molecular connections between infection and T2DM. This study provides new insights into the pathogenesis of -induced onset of T2DM.

摘要

背景

()感染与包括2型糖尿病(T2DM)在内的多种胃外疾病相关。然而,连接()感染与T2DM的潜在机制仍不清楚。

目的

探讨()感染与T2DM之间潜在的分子联系。

方法

我们从三个在线数据集(GSE60427、GSE27411和GSE115601)中提取基因表达阵列。识别出在()感染和T2DM患者中共同存在的差异表达基因(DEG)。使用人胃活检样本验证核心基因。进一步分析核心基因与免疫细胞浸润、miRNA和转录因子(TF)之间的相关性。

结果

在()感染和T2DM患者中共有67个DEG共同存在。最终确定了5个显著上调的核心基因,包括(基因名称未给出)、(基因名称未给出)、(基因名称未给出)、(基因名称未给出)和(基因名称未给出),所有这些基因均与免疫细胞浸润密切相关。基因 - miRNA分析检测到13个具有至少两个基因交联的miRNA。TF - 基因相互作用网络显示(基因名称未给出)由26个TF共同调节,是5个核心基因中TF数量最多的。

结论

我们确定了5个可能在()感染与T2DM之间存在分子联系的核心基因。本研究为()诱导T2DM发病的发病机制提供了新的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2175/10921168/8adaf11d6ae2/WJD-15-170-g001.jpg

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