Department of Gastrointestinal and Colorectal Surgery, China-Japan Union Hospital of Jilin University, Changchun, China.
Department of Nephrology, The First Hospital of Jilin University, Changchun, China.
Front Endocrinol (Lausanne). 2023 Jan 16;13:1081747. doi: 10.3389/fendo.2022.1081747. eCollection 2022.
Patients with diabetic kidney disease (DKD) often have gastrointestinal dysfunction such as inflammatory bowel disease (IBD). This study aims to investigate the genetic mechanism leading to IBD in DKD patients through data mining and bioinformatics analysis.
The disease-related genes of DKD and IBD were searched from the five databases of OMIM, GeneCards, PharmGkb, TTD, and DrugBank, and the intersection part of the two diseases were taken to obtain the risk genes of DKD complicated with IBD. A protein-protein interaction (PPI) network analysis was performed on risk genes, and three topological parameters of degree, betweenness, and closeness of nodes in the network were used to identify key risk genes. Finally, Gene Ontology (GO) analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis were performed on the risk genes to explore the related mechanism of DKD merging IBD.
This study identified 495 risk genes for DKD complicated with IBD. After constructing a protein-protein interaction network and screening for three times, six key risk genes were obtained, including matrix metalloproteinase 2 (MMP2), hepatocyte growth factor (HGF), fibroblast growth factor 2 (FGF2), interleukin (IL)-18, IL-13, and C-C motif chemokine ligand 5 (CCL5). Based on GO enrichment analysis, we found that DKD genes complicated with IBD were associated with 3,646 biological processes such as inflammatory response regulation, 121 cellular components such as cytoplasmic vesicles, and 276 molecular functions such as G-protein-coupled receptor binding. Based on KEGG enrichment analysis, we found that the risk genes of DKD combined with IBD were associated with 181 pathways, such as the PI3K-Akt signaling pathway, advanced glycation end product-receptor for AGE (AGE-RAGE) signaling pathway and hypoxia-inducible factor (HIF)-1 signaling pathway.
There is a genetic mechanism for the complication of IBD in patients with CKD. Oxidative stress, chronic inflammatory response, and immune dysfunction were possible mechanisms for DKD complicated with IBD.
患有糖尿病肾病(DKD)的患者常伴有胃肠道功能障碍,如炎症性肠病(IBD)。本研究旨在通过数据挖掘和生物信息学分析,探讨导致 DKD 患者发生 IBD 的遗传机制。
从 OMIM、GeneCards、PharmGkb、TTD 和 DrugBank 这五个数据库中搜索 DKD 和 IBD 的疾病相关基因,并取两者的交集部分,获得 DKD 合并 IBD 的风险基因。对风险基因进行蛋白质-蛋白质相互作用(PPI)网络分析,利用网络中节点的度、介数和紧密度这三个拓扑参数来识别关键风险基因。最后对风险基因进行基因本体(GO)分析和京都基因与基因组百科全书(KEGG)分析,探讨 DKD 合并 IBD 的相关机制。
本研究共鉴定出 495 个 DKD 合并 IBD 的风险基因。通过构建蛋白质-蛋白质相互作用网络并进行三次筛选,获得了 6 个关键风险基因,分别为基质金属蛋白酶 2(MMP2)、肝细胞生长因子(HGF)、成纤维细胞生长因子 2(FGF2)、白细胞介素(IL)-18、IL-13 和 C-C 趋化因子配体 5(CCL5)。基于 GO 富集分析,发现 DKD 合并 IBD 的基因与 3646 个生物学过程有关,如炎症反应调节;与 121 个细胞成分有关,如细胞质小泡;与 276 个分子功能有关,如 G 蛋白偶联受体结合。基于 KEGG 富集分析,发现 DKD 合并 IBD 的风险基因与 181 个通路有关,如 PI3K-Akt 信号通路、晚期糖基化终产物-AGE 受体(AGE-RAGE)信号通路和缺氧诱导因子(HIF)-1 信号通路。
CKD 患者发生 IBD 存在遗传机制。氧化应激、慢性炎症反应和免疫功能障碍可能是 DKD 合并 IBD 的机制。