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用于发现肝癌实验模型中常见致癌生物标志物的网络分析

Network Analysis for the Discovery of Common Oncogenic Biomarkers in Liver Cancer Experimental Models.

作者信息

Cabral Loraine Kay D, Giraudi Pablo J, Giannelli Gianluigi, Dituri Francesco, Negro Roberto, Tiribelli Claudio, Sukowati Caecilia H C

机构信息

Fondazione Italiana Fegato ONLUS, AREA Science Park, Campus Basovizza, 34149 Trieste, Italy.

Doctoral School in Molecular Biomedicine, University of Trieste, 34127 Trieste, Italy.

出版信息

Biomedicines. 2023 Jan 25;11(2):342. doi: 10.3390/biomedicines11020342.

Abstract

Hepatocellular carcinoma (HCC) is a malignancy marked by heterogeneity. This study aimed to discover target molecules for potential therapeutic efficacy that may encompass HCC heterogeneity. In silico analysis using published datasets identified 16 proto-oncogenes as potential pharmacological targets. We used an immortalized hepatocyte (IHH) and five HCC cell lines under two subtypes: S1/TGFβ-Wnt-activated (HLE, HLF, and JHH6) and the S2/progenitor subtype (HepG2 and Huh7). Three treatment modalities, 5 µM 5-Azacytidine, 50 µM Sorafenib, and 20 nM PD-L1 gene silencing, were evaluated in vitro. The effect of treatments on the proto-oncogene targets was assessed by gene expression and Western blot analysis. Our results showed that 10/16 targets were upregulated in HCC cells, where cells belonging to the S2/progenitor subtype had more upregulated targets compared to the S1/TGFβ-Wnt-activated subtype (81% vs. 62%, respectively). Among the targets, FGR was consistently down-regulated in the cell lines following the three different treatments. Sorafenib was effective to down-regulate targets in S2/progenitor subtype while PD-L1 silencing was able to decrease targets in all HCC subtypes, suggesting that this treatment strategy may comprise cellular heterogeneity. This study strengthens the relevance of liver cancer cellular heterogeneity in response to cancer therapies.

摘要

肝细胞癌(HCC)是一种具有异质性的恶性肿瘤。本研究旨在发现可能涵盖HCC异质性的具有潜在治疗效果的靶分子。使用已发表数据集进行的计算机分析确定了16种原癌基因作为潜在的药理学靶点。我们使用了一种永生化肝细胞(IHH)和五种HCC细胞系,分为两种亚型:S1/TGFβ-Wnt激活型(HLE、HLF和JHH6)和S2/祖细胞亚型(HepG2和Huh7)。在体外评估了三种治疗方式,即5 μM 5-氮杂胞苷、50 μM索拉非尼和20 nM PD-L1基因沉默。通过基因表达和蛋白质印迹分析评估治疗对原癌基因靶点的影响。我们的结果表明,10/16个靶点在HCC细胞中上调,其中属于S2/祖细胞亚型的细胞比S1/TGFβ-Wnt激活亚型有更多上调的靶点(分别为81%和62%)。在这些靶点中,FGR在三种不同治疗后的细胞系中持续下调。索拉非尼对下调S2/祖细胞亚型中的靶点有效,而PD-L1沉默能够降低所有HCC亚型中的靶点,这表明这种治疗策略可能包含细胞异质性。本研究强化了肝癌细胞异质性在癌症治疗反应中的相关性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5aab/9953082/8c9467b4e968/biomedicines-11-00342-g001.jpg

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