RNA-Sequencing Identification of Genes Supporting HepG2 as a Model Cell Line for Hepatocellular Carcinoma or Hepatocytes.

IF 2.8 3区 生物学 Q2 GENETICS & HEREDITY Genes Pub Date : 2024-11-13 DOI:10.3390/genes15111460
Paula Štancl, Paula Gršković, Sara Držaić, Ana Vičić, Rosa Karlić, Petra Korać
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Abstract

Background/Objectives: Cell lines do not faithfully replicate the authentic transcriptomic condition of the disease under study. The HepG2 cell line is widely used for studying hepatocellular carcinoma (HCC), but not all biological processes and genes exhibit congruent expression patterns between cell lines and the actual disease. The objective of this study is to perform a comparative transcriptomic analysis of the HepG2 cell line, HCC, and primary hepatocytes (PH) in order to identify genes suitable for research in HepG2 as a model for PH or HCC research. Methods: We conducted a differential expression analysis between publicly available data from HCC patients, PH, and HepG2. We examined specific overlaps of differentially expressed genes (DEGs) in a pairwise manner between groups in order to obtain a valuable gene list for studying HCC or PH using different parameter filtering. We looked into the function and druggability of these genes. Conclusions: In total, we identified 397 genes for HepG2 as a valuable HCC model and 421 genes for HepG2 as a valuable PH model, and with more stringent criteria, we derived a smaller list of 40 and 21 genes, respectively. The majority of genes identified as a valuable set for the HCC model are involved in DNA repair and protein degradation mechanisms. This research aims to provide detailed guidance on gene selection for studying diseases like hepatocellular carcinoma, primary hepatocytes, or others using cell lines.

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RNA 序列鉴定支持 HepG2 作为肝细胞癌或肝细胞模型细胞系的基因
背景/目标:细胞系并不能忠实地复制所研究疾病的真实转录组状况。HepG2 细胞系被广泛用于研究肝细胞癌(HCC),但并非所有生物过程和基因在细胞系和实际疾病之间都表现出一致的表达模式。本研究的目的是对 HepG2 细胞系、HCC 和原代肝细胞(PH)进行转录组比较分析,以确定适合将 HepG2 作为 PH 或 HCC 研究模型的基因。研究方法我们对 HCC 患者、PH 和 HepG2 的公开数据进行了差异表达分析。我们以配对的方式研究了组间差异表达基因(DEG)的特定重叠,以便通过不同的参数筛选获得一份有价值的基因列表,用于研究 HCC 或 PH。我们还研究了这些基因的功能和可药用性。结论我们共鉴定出 397 个基因可将 HepG2 作为有价值的 HCC 模型,421 个基因可将 HepG2 作为有价值的 PH 模型。被鉴定为对 HCC 模型有价值的基因集大多涉及 DNA 修复和蛋白质降解机制。这项研究旨在为利用细胞系研究肝细胞癌、原发性肝细胞或其他疾病提供详细的基因选择指导。
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来源期刊
Genes
Genes GENETICS & HEREDITY-
CiteScore
5.20
自引率
5.70%
发文量
1975
审稿时长
22.94 days
期刊介绍: Genes (ISSN 2073-4425) is an international, peer-reviewed open access journal which provides an advanced forum for studies related to genes, genetics and genomics. It publishes reviews, research articles, communications and technical notes. There is no restriction on the length of the papers and we encourage scientists to publish their results in as much detail as possible.
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