Department of Cardiology, Institute of Cardiovascular Diseases, The First Affiliated Hospital, Guangxi Medical University, Nanning, 530021 Guangxi, China.
Guangxi Key Laboratory Base of Precision Medicine in Cardio-Cerebrovascular Disease Control and Prevention, Nanning, 530021 Guangxi, China.
Biomed Res Int. 2020 Aug 3;2020:2159460. doi: 10.1155/2020/2159460. eCollection 2020.
This study is aimed at investigating natriuretic peptide B () coexpression genes and their pathways involved in heart failure (HF) among patients both with and without type 2 diabetes mellitus (T2DM).
The microarray dataset GSE26887, containing 19 postischemic HF patients' peripheral blood samples (7 with T2DM and 12 without T2DM), was examined to detect the genes coexpressed with using the corr.test function in the R packet. Furthermore, using online analytical tools, we determined the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis, Gene Ontology (GO) annotation, and protein-protein interaction (PPI) network of the coexpression genes. The modules and hub genes of the PPI network were then identified using the Cytoscape software.
In patients with T2DM, a total of 41 biological processes (BP), 20 cellular components (CC), 13 molecular functions (MF), and 41 pathways were identified. Furthermore, a total of 61 BPs, 16 CCs, 13 MFs, and 22 pathways in patients without T2DM were identified. In both groups of patients, 17 BPs, 10 CCs, 6 MFs, and 13 pathways were enriched. We also identified 173 intersectional coexpression genes (63 positively, 106 negatively, and 4 differently coexpressed in patients with and without T2DM, respectively) in both types of patients, which were enriched in 16 BPs, 8 CCs, 3 MFs, and 8 KEGG pathways. Moreover, the PPI network (containing 237 edges and 170 nodes) with the top module significantly enriched in 4 BPs (tricarboxylic acid metabolic process, citrate metabolic process, tricarboxylic acid cycle, and aerobic respiration) and 3 pathways (citrate cycle, malaria parasite metabolic pathway, and AGE-RAGE signaling pathway in diabetic complications) was constructed. , , , , and are the top hub genes.
Our findings may elucidate the functions and roles of the gene in patients with postischemic HF and facilitate HF management.
本研究旨在调查 2 型糖尿病(T2DM)和非 2 型糖尿病(T2DM)患者心力衰竭(HF)中与利钠肽 B()共表达的基因及其途径。
使用 R 包中的 corr.test 函数,检查包含 19 例缺血性 HF 患者外周血样本(7 例伴 T2DM,12 例不伴 T2DM)的微阵列数据集 GSE26887,以检测与 共表达的基因。此外,使用在线分析工具,我们确定了共表达基因的京都基因与基因组百科全书(KEGG)通路富集分析、基因本体论(GO)注释和蛋白质-蛋白质相互作用(PPI)网络。然后使用 Cytoscape 软件识别 PPI 网络的模块和枢纽基因。
在 T2DM 患者中,共鉴定出 41 个生物学过程(BP)、20 个细胞成分(CC)、13 个分子功能(MF)和 41 个途径。此外,在非 T2DM 患者中,共鉴定出 61 个 BP、16 个 CC、13 个 MF 和 22 个途径。在两组患者中,均有 17 个 BP、10 个 CC、6 个 MF 和 13 个途径被富集。我们还在两种类型的患者中鉴定出 173 个共表达基因(63 个呈正相关,106 个呈负相关,4 个在 T2DM 和非 T2DM 患者中差异表达),这些基因在 16 个 BP、8 个 CC、3 个 MF 和 8 个 KEGG 途径中富集。此外,构建了含有 237 个边和 170 个节点的 PPI 网络(含有 237 个边和 170 个节点),该网络的顶级模块显著富集在 4 个 BP(三羧酸代谢过程、柠檬酸代谢过程、三羧酸循环和有氧呼吸)和 3 个途径(柠檬酸循环、疟原虫代谢途径和糖尿病并发症中的 AGE-RAGE 信号通路)中。、、、和 是顶级枢纽基因。
我们的研究结果可能阐明了 基因在缺血性 HF 患者中的功能和作用,有助于 HF 的管理。