Guan Renguo, Hong Weifeng, Huang Jianfeng, Peng Tianyi, Zhao Zhen, Lin Ye, Yu Min, Jian Zhixiang
The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China.
Department of General Surgery, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China.
J Gastrointest Oncol. 2020 Dec;11(6):1305-1321. doi: 10.21037/jgo-20-186.
Glycine-N-acyltransferase-like 1 (GLYATL1), which is involved in the detoxification of endogenous and exogenous acyl-CoA, promotes glutamine metabolism in xenobiotic metabolism. Recent evidence suggests an association between GLYATL1 and tumors. However, there are few comprehensive analyses of GLYATL1 in cancers. We evaluated the expression and prognostic value of GLYATL1 and explored the mechanism underlying the association between GLYATL1 and cancers.
GLYATL1 mRNA expression across cancers was investigated in the Oncomine database and confirmed in the UALCAN and Gene Expression Profiling Interactive Analysis (GEPIA) databases. Next, its prognostic value in different cancers was revealed by PrognoScan and Kaplan-Meier plotter. According to clinicopathologic features, we conducted a subgroup analysis of the prognosis of GLYATL1 in a cohort of hepatocellular carcinoma (HCC) patients from The Cancer Genome Atlas (TCGA) and the GSE116174 dataset. We further investigated the GLYATL1 promoter methylation profile in HCC. Next, a protein-protein interaction (PPI) network was constructed via the Search Tool for the Retrieval of Interacting Genes (STRING) database. Finally, we utilized gene set enrichment analysis (GSEA) to identify significantly enriched pathways and confirmed their associations using the Tumor Immune Estimation Resource (TIMER) and GEPIA databases.
GLYATL1 is downregulated in many cancers and indicates a poor prognosis. Specifically, low GLYATL1 expression was associated with short overall survival (OS) in HCC patients. Interestingly, GLYATL1 expression was associated with poor OS in stage I-II HCC patients and was revealed as an independent prognostic factor. The promoter methylation level of GLYATL1 in HCC tissue was significantly higher than that in normal liver tissue. The PPI network suggested that GLYATL1 is co-expressed with ten genes, including and . GSEA revealed that GLYATL1 is predominantly negatively enriched in xenobiotic metabolism, and the gene association analysis in TIMER and GEPIA showed a significantly negative association between the expression of GLYATL1 and the expression of most genes involved in mitochondrial glutamine metabolism, including SLC1A5 and SLC1A11.
Our study is the first to shed light on the expression and prognostic value of GLYATL1 in cancers and provide a potential regulatory mechanism underlying HCC development.
甘氨酸 - N - 酰基转移酶样1(GLYATL1)参与内源性和外源性酰基辅酶A的解毒过程,在异生物质代谢中促进谷氨酰胺代谢。最近的证据表明GLYATL1与肿瘤之间存在关联。然而,目前针对癌症中GLYATL1的综合分析较少。我们评估了GLYATL1的表达及预后价值,并探讨了GLYATL1与癌症之间关联的潜在机制。
在Oncomine数据库中研究了GLYATL1 mRNA在各种癌症中的表达情况,并在UALCAN和基因表达谱交互式分析(GEPIA)数据库中进行了验证。接下来,通过PrognoScan和Kaplan - Meier plotter揭示其在不同癌症中的预后价值。根据临床病理特征,我们对来自癌症基因组图谱(TCGA)和GSE116174数据集的肝细胞癌(HCC)患者队列中GLYATL1的预后进行了亚组分析。我们进一步研究了HCC中GLYATL1启动子甲基化谱。接下来,通过检索相互作用基因的搜索工具(STRING)数据库构建了蛋白质 - 蛋白质相互作用(PPI)网络。最后,我们利用基因集富集分析(GSEA)来识别显著富集的通路,并使用肿瘤免疫估计资源(TIMER)和GEPIA数据库确认它们之间的关联。
GLYATL1在许多癌症中表达下调,并提示预后不良。具体而言,HCC患者中GLYATL1低表达与总生存期(OS)缩短相关。有趣的是,GLYATL1表达与I - II期HCC患者的不良OS相关,并被确定为独立的预后因素。HCC组织中GLYATL1的启动子甲基化水平显著高于正常肝组织。PPI网络表明GLYATL1与十个基因共表达,包括 和 。GSEA显示GLYATL1主要在异生物质代谢中呈负富集,并且TIMER和GEPIA中的基因关联分析表明GLYATL1的表达与大多数参与线粒体谷氨酰胺代谢的基因(包括SLC1A5和SLC1A11)的表达之间存在显著负相关。
我们的研究首次揭示了GLYATL1在癌症中的表达及预后价值,并为HCC的发展提供了潜在的调控机制。