Organ Transplant Center, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510080, China.
Guangdong Provincial Key Laboratory of Organ Donation and Transplant Immunology, Guangzhou, 510080, China.
Sci Rep. 2018 May 16;8(1):7630. doi: 10.1038/s41598-018-25658-4.
Fatty liver disease is one of the leading causes of chronic damage in western countries. Approximately 25% of adults in the United States have fatty livers in the absence of excessive alcohol consumption, a condition termed nonalcoholic fatty liver disease (NAFLD). Little is known about the prevalence and genetic background of NAFLD or the factors that determine its development. In this study, we used the Gene-Cloud of Biotechnology Information bioinformatics platform to carry out a comprehensive bioinformatics analysis identifying differentially expressed genes (DEGs), key biological processes and intersecting pathways. We imported 3 Gene Expression Omnibus datasets (GSE31803, GSE49541, and GSE63067). Then, we assessed the expression of the DEGs in clinical samples. We found that CD24 was the only gene co-expressed in all 3 datasets. "Glycolysis/gluconeogenesis", "p53 signaling pathway" and "glycine, serine and threonine metabolism" were 3 common pathways related to the fatty liver process. In NAFLD tissues, CD24, COL1A1, LUM, THBS2 and EPHA3 were upregulated, and PZP was downregulated. CD24 is a core gene among these DEGs and have not yet been studied of its impact on NAFLD. Co-expressed genes, common biological processes and intersecting pathways identified in the study might play an important role in NAFLD progression. Further studies are needed to elucidate the mechanism of these potential genes and pathways in NAFLD.
脂肪肝疾病是西方国家慢性损伤的主要原因之一。在美国,大约有 25%的成年人在没有过量饮酒的情况下存在脂肪肝,这种情况被称为非酒精性脂肪性肝病(NAFLD)。人们对 NAFLD 的患病率和遗传背景,以及决定其发展的因素知之甚少。在这项研究中,我们使用生物技术信息基因云(Gene-Cloud of Biotechnology Information)生物信息学平台进行了全面的生物信息学分析,以确定差异表达基因(DEGs)、关键的生物过程和相交的途径。我们导入了 3 个基因表达综合数据库(GSE31803、GSE49541 和 GSE63067)。然后,我们评估了 DEGs 在临床样本中的表达情况。我们发现 CD24 是这 3 个数据集中共表达的唯一基因。“糖酵解/糖异生”、“p53 信号通路”和“甘氨酸、丝氨酸和苏氨酸代谢”是与脂肪肝过程相关的 3 个常见途径。在 NAFLD 组织中,CD24、COL1A1、LUM、THBS2 和 EPHA3 上调,而 PZP 下调。CD24 是这些 DEGs 中的核心基因,其对 NAFLD 的影响尚未得到研究。研究中确定的共表达基因、共同的生物过程和相交途径可能在 NAFLD 的进展中发挥重要作用。需要进一步研究来阐明这些潜在基因和途径在 NAFLD 中的作用机制。