Zhou Han, Zhang WenChuan
Department of Neurosurgery, Ninth People Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200011, People's Republic of China.
Diabetes Metab Syndr Obes. 2019 Jul 23;12:1213-1223. doi: 10.2147/DMSO.S209118. eCollection 2019.
To investigate the molecular mechanism and search for candidate biomarkers in the gene expression profile of patients with diabetic peripheral neuropathy (DPN).
Differentially expressed genes (DEGs) of progressive vs non-progressive DPN patients in dataset GSE24290 were screened. Functional enrichment analysis was conducted, and hub genes were extracted from the protein-protein interaction network. The expression level of hub genes in serum samples in another dataset GSE95849 was obtained, followed by the ROC curve analysis.
A total of 352 DEGs were obtained from dataset GSE24290. They were involved in 14 gene ontology terms and 10 Kyoto Encyclopedia of Genes and Genomes pathways, mainly related to lipid metabolism. Eight hub genes (LEP, APOE, ADIPOQ, FABP4, CD36, GPAM, CIDEC, and PNPLA4) were revealed, and their expression level was obtained in dataset GSE95849. The receiver operating characteristic curve analysis indicated that CIDEC (AUC=1), APOE (AUC=0.833), CD36 (AUC=0.803), and PNPLA4 (AUC=0.861) might be candidate serum biomarkers of DPN.
Lipid metabolism of Schwann cells might be inhibited in progressive DPN. CIDEC, APOE, CD36, and PNPLA4 might be potential predictive biomarkers in the early DPN diagnosis of patients with DM.
研究糖尿病周围神经病变(DPN)患者基因表达谱中的分子机制并寻找候选生物标志物。
筛选数据集GSE24290中进展性与非进展性DPN患者的差异表达基因(DEG)。进行功能富集分析,并从蛋白质-蛋白质相互作用网络中提取枢纽基因。获取另一个数据集GSE95849中血清样本中枢纽基因的表达水平,随后进行ROC曲线分析。
从数据集GSE24290中总共获得352个DEG。它们涉及14个基因本体术语和10条京都基因与基因组百科全书通路,主要与脂质代谢相关。揭示了8个枢纽基因(LEP、APOE、ADIPOQ、FABP4、CD36、GPAM、CIDEC和PNPLA4),并在数据集GSE95849中获得了它们的表达水平。受试者工作特征曲线分析表明,CIDEC(AUC = 1)、APOE(AUC = 0.833)、CD36(AUC = 0.803)和PNPLA4(AUC = 0.861)可能是DPN的候选血清生物标志物。
进展性DPN中雪旺细胞的脂质代谢可能受到抑制。CIDEC、APOE、CD36和PNPLA4可能是糖尿病患者早期DPN诊断中的潜在预测生物标志物。