{"title":"数据挖掘揭示肝细胞癌lenvatinib耐药的新基因驱动因素。","authors":"Cyrollah Disoma, Claudio Tiribelli, Caecilia Sukowati","doi":"10.1016/j.aohep.2025.101932","DOIUrl":null,"url":null,"abstract":"<p><strong>Introduction and objectives: </strong>Liver cancer is the sixth most common malignancy and the third leading cause of cancer-related deaths globally. Hepatocellular carcinoma (HCC) is the most prevalent type, accounting for nearly 90 % of all liver cancer cases. The first-line systemic therapy for advanced HCC includes lenvatinib, an oral multi-kinase tyrosine inhibitor. However, many HCC patients exhibit resistance to lenvatinib, leading to treatment failure. Recent studies suggest that lenvatinib resistance is multi-factorial.</p><p><strong>Materials and methods: </strong>Four public RNA-seq datasets were retrieved from Gene Expression Omnibus (GEO) database and further analyzed to identify novel gene drivers of lenvatinib resistance. Bioinformatics analyses were performed in differentially expressed genes. In vitro validation was conducted in HCC cell lines after acute lenvatinib treatment.</p><p><strong>Results: </strong>After applying several filtering conditions, Gene Ontology (GO) and pathway enrichment analyses using Kyoto Encyclopaedia of Genes and Genome (KEGG) databases to identify significantly enriched pathways, a total of five genes emerged as good novel candidate genes which are likely to be associated with lenvatinib resistance: SEZ6L2, SECTM1, FBLN7, IFI6, and NPC1L1. The association of these five genes with patient's prognosis was based on TCGA database. Our validation using Huh7 and Hep3B HCC cells treated with lenvatinib showed increased consistent mRNA expressions of SECTM1 and IFI6.</p><p><strong>Conclusions: </strong>This study showed the relevance of finding new genes associated with lenvatinib resistance. .</p>","PeriodicalId":7979,"journal":{"name":"Annals of hepatology","volume":" ","pages":"101932"},"PeriodicalIF":3.7000,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Data mining reveals novel gene drivers of lenvatinib resistance in hepatocellular carcinoma.\",\"authors\":\"Cyrollah Disoma, Claudio Tiribelli, Caecilia Sukowati\",\"doi\":\"10.1016/j.aohep.2025.101932\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Introduction and objectives: </strong>Liver cancer is the sixth most common malignancy and the third leading cause of cancer-related deaths globally. 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引用次数: 0
摘要
简介和目标:肝癌是全球第六大最常见的恶性肿瘤,也是导致癌症相关死亡的第三大原因。肝细胞癌(HCC)是最常见的类型,占所有肝癌病例的近90%。晚期HCC的一线全身治疗包括lenvatinib,一种口服多激酶酪氨酸抑制剂。然而,许多HCC患者对lenvatinib表现出耐药性,导致治疗失败。最近的研究表明lenvatinib耐药是多因素的。材料和方法:从Gene Expression Omnibus (GEO)数据库中检索4个公开的RNA-seq数据集,并对其进行分析,以确定lenvatinib耐药的新基因驱动因素。对差异表达基因进行生物信息学分析。在急性lenvatinib治疗后的HCC细胞系中进行了体外验证。结果:通过多种筛选条件、基因本体(GO)和京都基因与基因组百科全书(KEGG)数据库的途径富集分析,鉴定出显著富集的途径后,共有5个基因成为可能与lenvatinib耐药相关的新的候选基因:SEZ6L2、SECTM1、FBLN7、IFI6和NPC1L1。这五个基因与患者预后的关系基于TCGA数据库。我们对lenvatinib处理的Huh7和Hep3B HCC细胞的验证显示SECTM1和IFI6的mRNA表达一致增加。结论:这项研究显示了发现与lenvatinib耐药性相关的新基因的相关性。 。
Data mining reveals novel gene drivers of lenvatinib resistance in hepatocellular carcinoma.
Introduction and objectives: Liver cancer is the sixth most common malignancy and the third leading cause of cancer-related deaths globally. Hepatocellular carcinoma (HCC) is the most prevalent type, accounting for nearly 90 % of all liver cancer cases. The first-line systemic therapy for advanced HCC includes lenvatinib, an oral multi-kinase tyrosine inhibitor. However, many HCC patients exhibit resistance to lenvatinib, leading to treatment failure. Recent studies suggest that lenvatinib resistance is multi-factorial.
Materials and methods: Four public RNA-seq datasets were retrieved from Gene Expression Omnibus (GEO) database and further analyzed to identify novel gene drivers of lenvatinib resistance. Bioinformatics analyses were performed in differentially expressed genes. In vitro validation was conducted in HCC cell lines after acute lenvatinib treatment.
Results: After applying several filtering conditions, Gene Ontology (GO) and pathway enrichment analyses using Kyoto Encyclopaedia of Genes and Genome (KEGG) databases to identify significantly enriched pathways, a total of five genes emerged as good novel candidate genes which are likely to be associated with lenvatinib resistance: SEZ6L2, SECTM1, FBLN7, IFI6, and NPC1L1. The association of these five genes with patient's prognosis was based on TCGA database. Our validation using Huh7 and Hep3B HCC cells treated with lenvatinib showed increased consistent mRNA expressions of SECTM1 and IFI6.
Conclusions: This study showed the relevance of finding new genes associated with lenvatinib resistance. .
期刊介绍:
Annals of Hepatology publishes original research on the biology and diseases of the liver in both humans and experimental models. Contributions may be submitted as regular articles. The journal also publishes concise reviews of both basic and clinical topics.