Parthasarathi K T Shreya, Mandal Susmita, George John Philip, Gaikwad Kiran Bharat, Sasidharan Sruthi, Gundimeda Seetaramanjaneyulu, Jolly Mohit Kumar, Pandey Akhilesh, Sharma Jyoti
Institute of Bioinformatics, International Technology Park, Bangalore, India.
Manipal Academy of Higher Education (MAHE), Manipal, Karnataka, India.
Front Mol Biosci. 2023 Jul 17;10:1201459. doi: 10.3389/fmolb.2023.1201459. eCollection 2023.
Esophageal squamous cell carcinoma (ESCC) is the most prevalent malignant gastrointestinal tumor. Ion channels contribute to tumor growth and progression through interactions with their neighboring molecules including lipids. The dysregulation of membrane ion channels and lipid metabolism may contribute to the epithelial-mesenchymal transition (EMT), leading to metastatic progression. Herein, transcriptome profiles of patients with ESCC were analyzed by performing differential gene expression and weighted gene co-expression network analysis to identify the altered ion channels, lipid metabolism- and EMT-related genes in ESCC. A total of 1,081 differentially expressed genes, including 113 ion channels, 487 lipid metabolism-related, and 537 EMT-related genes, were identified in patients with ESCC. Thereafter, EMT scores were correlated with altered co-expressed genes. The altered co-expressed genes indicated a correlation with EMT signatures. Interactions among 22 ion channels with 3 hub lipid metabolism- and 13 hub EMT-related proteins were determined using protein-protein interaction networks. A pathway map was generated to depict deregulated signaling pathways including insulin resistance and the estrogen receptor-Ca signaling pathway in ESCC. The relationship between potential ion channels and 5-year survival rates in ESCC was determined using Kaplan-Meier plots and Cox proportional hazard regression analysis. Inositol 1,4,5-trisphosphate receptor type 3 () was found to be associated with poor prognosis of patients with ESCC. Additionally, drugs interacting with potential ion channels, including and , were identified. Understanding alterations in ion channels with lipid metabolism and EMT in ESCC pathophysiology would most likely provide potential targets for the better treatment of patients with ESCC.
食管鳞状细胞癌(ESCC)是最常见的胃肠道恶性肿瘤。离子通道通过与包括脂质在内的相邻分子相互作用,促进肿瘤生长和进展。膜离子通道和脂质代谢的失调可能导致上皮-间质转化(EMT),进而导致转移进展。在此,通过进行差异基因表达和加权基因共表达网络分析,对ESCC患者的转录组谱进行分析,以鉴定ESCC中改变的离子通道、脂质代谢和EMT相关基因。在ESCC患者中总共鉴定出1081个差异表达基因,包括113个离子通道、487个脂质代谢相关基因和537个EMT相关基因。此后,EMT评分与改变的共表达基因相关。改变的共表达基因表明与EMT特征相关。使用蛋白质-蛋白质相互作用网络确定了22个离子通道与3个枢纽脂质代谢相关蛋白和13个枢纽EMT相关蛋白之间的相互作用。生成了一个通路图,以描绘ESCC中失调的信号通路,包括胰岛素抵抗和雌激素受体-Ca信号通路。使用Kaplan-Meier曲线和Cox比例风险回归分析确定了ESCC中潜在离子通道与5年生存率之间的关系。发现肌醇1,4,5-三磷酸受体3()与ESCC患者的不良预后相关。此外,还鉴定了与潜在离子通道相互作用的药物,包括和。了解ESCC病理生理学中离子通道与脂质代谢和EMT的改变,很可能为更好地治疗ESCC患者提供潜在靶点。