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转录组特征分析揭示了索拉非尼耐药的肝细胞癌的预后分子特征。

Transcriptomic characterization reveals prognostic molecular signatures of sorafenib resistance in hepatocellular carcinoma.

机构信息

Department and Institute of Infectious Disease, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.

Department of Immunology, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.

出版信息

Aging (Albany NY). 2021 Jan 20;13(3):3969-3993. doi: 10.18632/aging.202365.

Abstract

Sorafenib is the first-line treatment for patients with advanced unresectable hepatocellular carcinoma (HCC); however, only a small number of patients benefit from sorafenib, and many develop sorafenib resistance (SR) and severe side effects. To identify biomarkers for SR, we systematically analyzed the molecular alterations in both sorafenib-resistant HCC specimens and cultured cells. By combining bioinformatics tools and experimental validation, four genes (, insulin-like growth factor 2 receptor, complement factor B, and paraoxonase 1) were identified as key genes related to SR in HCC and as independent prognostic factors significantly associated with clinical cancer stages and pathological tumor grades of liver cancer. These genes can affect the cytotoxicity of sorafenib to regulate the proliferation and invasion of Huh7 cells . Additionally, immune-cell infiltration according to tumor immune dysfunction and exclusion, a biomarker integrating the mechanisms of dysfunction and exclusion of T cells showed good predictive power for SR, with an AUC of 0.869. These findings suggest that immunotherapy may be a potential strategy for treating sorafenib-resistant HCC. Furthermore, the results enhance the understanding of the underlying molecular mechanisms of SR in HCC and will facilitate the development of precision therapy for patients with liver cancer.

摘要

索拉非尼是治疗不可切除的晚期肝细胞癌(HCC)患者的一线药物;然而,只有少数患者从索拉非尼中受益,许多患者会产生索拉非尼耐药(SR)和严重的副作用。为了鉴定 SR 的生物标志物,我们系统地分析了耐索拉非尼 HCC 标本和培养细胞中的分子改变。通过结合生物信息学工具和实验验证,我们鉴定了四个基因(胰岛素样生长因子 2 受体、补体因子 B 和对氧磷酶 1)作为 HCC 中与 SR 相关的关键基因,并作为与肝癌临床癌症分期和病理肿瘤分级显著相关的独立预后因素。这些基因可以影响索拉非尼的细胞毒性,从而调节 Huh7 细胞的增殖和侵袭。此外,根据肿瘤免疫功能障碍和排除的免疫细胞浸润,一种整合了 T 细胞功能障碍和排除机制的生物标志物对 SR 具有良好的预测能力,AUC 为 0.869。这些发现表明免疫疗法可能是治疗索拉非尼耐药 HCC 的一种潜在策略。此外,这些结果增强了对 HCC 中 SR 潜在分子机制的理解,并将有助于为肝癌患者开发精准治疗策略。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/49e1/7906139/d0cb82368c0e/aging-13-202365-g001.jpg

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