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通过加权相关网络分析发现 PPARα 激动剂治疗 HCC 样本中的脂质代谢相关枢纽基因。

Discovering the lipid metabolism-related hub genes of HCC-treated samples with PPARα agonist through weighted correlation network analysis.

机构信息

Department of Oncology, The First Affiliated Hospital of Dalian Medical University, Zhongshan Road, Dalian, 116011, Liaoning, China.

出版信息

Sci Rep. 2024 Aug 23;14(1):19591. doi: 10.1038/s41598-024-69998-w.

Abstract

Liver cancer is the 4th most lethal form of cancer with a poor prognosis for patients worldwide. Dysregulation of lipid metabolism is related to FA oxidation alternation which can be modified by peroxisome proliferator-activated receptor-α (PPARα). Therefore, it is important to identify the lipid metabolism-related genes regulated by PPARα in liver cancer. Hub genes related to the lipid metabolism pathway of HCC samples treated with PPARα agonist (WY-14,643) were identified through a weighted gene co-expression network analysis (WGCNA). Gene expression and clinical information were obtained from the Gene Expression Omnibus (GEO) database. The network of top main hub genes was visualized by the Cytoscape software using MCODE and CytoHubba plugins. Finally, the expression and clinical association of each hub gene were evaluated using enrichment analysis, TCGA data, GEPIA, GSCA, and q-PCR. Based on our results, the top 5 co-expressed genes including (CPT2, ACSL1, ACSL3, ACOX1, and SLC27A2) were selected as the main hub genes participating in fatty acid metabolism, fatty acid beta-oxidation, and PPAR signaling pathway. All association of higher ACSL3 expression with lower outcomes and survival rates was detected in HCC patients. Therefore, lipid metabolism-related Hub genes regulated by PPARα are potential biomarkers, and they may offer a therapeutical foundation for targeted therapy directed against the HCC antitumor strategy.

摘要

肝癌是全球致死率第四高的癌症,患者预后较差。脂代谢失调与 FA 氧化改变有关,而过氧化物酶体增殖物激活受体-α(PPARα)可以调节 FA 氧化改变。因此,确定 PPARα 调节肝癌脂代谢相关基因非常重要。通过加权基因共表达网络分析(WGCNA)鉴定了 PPARα 激动剂(WY-14,643)处理的 HCC 样本中与脂代谢途径相关的枢纽基因。基因表达和临床信息从基因表达综合数据库(GEO)中获得。使用 Cytoscape 软件的 MCODE 和 CytoHubba 插件可视化顶级主枢纽基因网络。最后,通过富集分析、TCGA 数据、GEPIA、GSCA 和 q-PCR 评估每个枢纽基因的表达和临床关联。根据我们的结果,选择前 5 个共表达基因(CPT2、ACSL1、ACSL3、ACOX1 和 SLC27A2)作为主要枢纽基因,参与脂肪酸代谢、脂肪酸β氧化和 PPAR 信号通路。在 HCC 患者中检测到 ACSL3 表达较高与结局和生存率较低相关。因此,PPARα 调节的脂代谢相关枢纽基因可能是潜在的生物标志物,并为针对 HCC 抗肿瘤策略的靶向治疗提供治疗基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bf4b/11344068/125a87c8b42b/41598_2024_69998_Fig1_HTML.jpg

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