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一种新型肝癌特异性 mTORC1 相关特征,可预测预后和免疫治疗效果。

A novel hepatocellular carcinoma-specific mTORC1-related signature for anticipating prognosis and immunotherapy.

机构信息

Department of Hepatobiliary and Pancreatic Surgery, Peking University Shenzhen Hospital, Shenzhen, Guangdong, China.

School of Public Health, Guangdong Medical University, Zhanjiang, Guangdong, China.

出版信息

Aging (Albany NY). 2023 Aug 16;15(16):7933-7955. doi: 10.18632/aging.204862.

DOI:10.18632/aging.204862
PMID:37589508
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10497017/
Abstract

Tumor oncogenesis, cancer metastasis, and immune evasion were substantially impacted by the mammalian target of the rapamycin complex 1 (mTORC1) pathway. However, in hepatocellular carcinoma (HCC), no mTORC1 signaling-based gene signature has ever been published. mTORC1 scores were computed employing a single sample gene set enrichment analysis based on databases including the International Cancer Genome Consortium (ICGC) and The Cancer Genome Atlas (TCGA). The PAG1, LHFPL2, and FABP5 expression levels were obtained to construct a mTORC1 pathway-related model. In two databases, the overall survival (OS) rate was shorter for high-mTORC1 score patients compared to those with low scores. The activation of TFs in the group with high risk was enhanced, such as the HIF-1 pathway. Additionally, it was discovered that a high mTORC1 score was linked to an immune exclusion phenotype and enhanced immunosuppressive cell infiltration. Notably, it was discovered that high-mTORC1 scores patients had poorer immunotherapeutic results and might not gain benefit from immunotherapy. When compared to the low HCC metastatic cell lines, the high HCC metastatic cell lines have overexpressed levels of PAG1, LHFPL2, and FABP5 expression. The expression of PAG1, LHFPL2, and FABP5 was inhibited by the MAPK and mTORC1 pathway inhibitors. Our study identified mTORC1 score signature can aid in the development of individualized immunotherapy protocols and predict the HCC patients' prognoses.

摘要

哺乳动物雷帕霉素靶蛋白复合物 1(mTORC1)通路对肿瘤发生、癌症转移和免疫逃逸有重要影响。然而,在肝细胞癌(HCC)中,尚未有基于 mTORC1 信号的基因特征被报道。采用基于国际癌症基因组联盟(ICGC)和癌症基因组图谱(TCGA)等数据库的单样本基因集富集分析计算 mTORC1 评分。获取 PAG1、LHFPL2 和 FABP5 的表达水平,构建 mTORC1 通路相关模型。在两个数据库中,高 mTORC1 评分患者的总生存率(OS)均短于低评分患者。高风险组中的 TF 激活增强,如 HIF-1 通路。此外,发现高 mTORC1 评分与免疫排斥表型和增强的免疫抑制细胞浸润有关。值得注意的是,发现高 mTORC1 评分患者的免疫治疗效果较差,可能无法从免疫治疗中获益。与低 HCC 转移细胞系相比,高 HCC 转移细胞系中 PAG1、LHFPL2 和 FABP5 的表达水平上调。MAPK 和 mTORC1 通路抑制剂可抑制 PAG1、LHFPL2 和 FABP5 的表达。我们的研究确定 mTORC1 评分特征可辅助制定个体化免疫治疗方案,并预测 HCC 患者的预后。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/28c9/10497017/fdf21c592cb0/aging-15-204862-g007.jpg
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本文引用的文献

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BMC Cancer. 2022 Oct 4;22(1):1037. doi: 10.1186/s12885-022-10122-4.
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Establishment and validation of a cholesterol metabolism-related prognostic signature for hepatocellular carcinoma.肝细胞癌胆固醇代谢相关预后特征的建立与验证
Comput Struct Biotechnol J. 2022 Aug 1;20:4402-4414. doi: 10.1016/j.csbj.2022.07.030. eCollection 2022.
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Lipid-related FABP5 activation of tumor-associated monocytes fosters immune privilege via PD-L1 expression on Treg cells in hepatocellular carcinoma.
脂质相关的FABP5激活肿瘤相关单核细胞,通过肝癌中调节性T细胞上的PD-L1表达促进免疫豁免。
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