SPP1 promotes malignant characteristics and drug resistance in hepatocellular carcinoma by activating fatty acid metabolic pathway.

IF 3.9 4区 生物学 Q1 GENETICS & HEREDITY
Zhijiang Wang, Chengfang Wang
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引用次数: 0

Abstract

Hepatocellular carcinoma (HCC) progression and prognosis are influenced by various molecular markers. This study aimed to identify the hub gene associated with HCC clinical characteristics and its role in HCC progression. Differentially expressed genes (DEGs) between HCC tumor and normal tissues, as well as between stage I/II and stage III/IV, were analyzed. Machine learning algorithms were used to pinpoint three critical hub genes (SPP1, ADH4, and ANXA10). A prognostic risk model was constructed and evaluated using Kaplan-Meier curves, COX regression, and decision curve analysis, which could effectively predict HCC survival. Among the three hub genes, SPP1 was significantly associated with the overall survival (OS) of HCC patients and effectively predicted prognosis. More importantly, SPP1 was upregulated in HCC tumor tissues and cells, and its overexpression enhanced HCC cell proliferation, migration, invasion, and drug resistance. It also promoted fatty acid metabolism in HCC cells, with malignant characteristics and drug resistance induced by SPP1 being mitigated by fatty acid oxidation inhibition. In vivo experiments showed that SPP1 knockdown inhibited tumor growth and fatty acid metabolism of HCC mice. In conclusion, SPP1 is a pivotal gene that influences HCC prognosis by enhancing malignancy and drug resistance through fatty acid metabolism.

SPP1通过激活脂肪酸代谢途径促进肝癌的恶性特征和耐药。
肝细胞癌(HCC)的进展和预后受多种分子标志物的影响。本研究旨在确定与HCC临床特征相关的枢纽基因及其在HCC进展中的作用。分析HCC肿瘤与正常组织、I/II期与III/IV期之间的差异表达基因(DEGs)。使用机器学习算法确定三个关键枢纽基因(SPP1, ADH4和ANXA10)。通过Kaplan-Meier曲线、COX回归和决策曲线分析构建预后风险模型并进行评估,该模型可有效预测HCC的生存。在三个枢纽基因中,SPP1与HCC患者的总生存期(OS)显著相关,并能有效预测预后。更重要的是,SPP1在HCC肿瘤组织和细胞中表达上调,其过表达增强了HCC细胞的增殖、迁移、侵袭和耐药。它还能促进HCC细胞的脂肪酸代谢,抑制脂肪酸氧化可减轻SPP1诱导的恶性特征和耐药。体内实验表明,敲低SPP1抑制肝癌小鼠肿瘤生长和脂肪酸代谢。综上所述,SPP1是影响HCC预后的关键基因,通过脂肪酸代谢增强恶性和耐药。
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来源期刊
CiteScore
3.50
自引率
3.40%
发文量
92
审稿时长
2 months
期刊介绍: Functional & Integrative Genomics is devoted to large-scale studies of genomes and their functions, including systems analyses of biological processes. The journal will provide the research community an integrated platform where researchers can share, review and discuss their findings on important biological questions that will ultimately enable us to answer the fundamental question: How do genomes work?
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