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肝癌中一种新型泛素化相关基因特征的预后意义和免疫治疗反应预测。

Prognostic implication and immunotherapy response prediction of a novel ubiquitination-related gene signature in liver cancer.

机构信息

Department of Hepatobiliary Surgery, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China.

Department of Pharmacy, Taizhou Central Hospital, Taizhou, Zhejiang, China.

出版信息

Aging (Albany NY). 2024 Jun 12;16(11):10142-10164. doi: 10.18632/aging.205926.

DOI:10.18632/aging.205926
PMID:38870259
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11210240/
Abstract

HCC, also known as hepatocellular carcinoma, is a frequently occurring form of cancer with an unfavorable prognosis. This research constructed a prognostic signature related to ubiquitination and investigated its correlation with the response to immunotherapy in HCC. The Molecular Signatures Database provided a compilation of genes associated with ubiquitination. A gene signature related to ubiquitination was obtained through Cox regression using the Least Absolute Shrinkage and Selection Operator method. The genetic factors CPY26B1, MCM10, SPINK4, and TRIM54 notably impacted the outcomes of HCC. The patients were divided into two groups: one group had a high risk of poor survival while the other had a low risk but a greater chance of controlling HCC progression. Both univariate and multivariate analyses using Cox regression found the risk score to be an independent predictor of HCC prognosis. Gene set enrichment analysis (GSEA) indicated enrichment in cell cycle and cancer-related microRNAs in high-risk groups. The tumor microenvironment (TME), response to immunotherapy, and effectiveness of chemotherapy medications positively correlated with the risk score. In the high-risk group, erlotinib showed higher IC50 values compared to the low-risk group which exhibited higher IC50 values for VX-11e, AKT inhibitor VIII, AT-7519, BMS345541, Bortezomib, CP466722, FMK, and JNK-9L. The results of RT-qPCR revealed that the expression of four UEGs was higher in tumor tissue as compared to normal tissue. Based on the genes that were expressed differently and associated with ubiquitination-related tumor categorization, we have developed a pattern of four genes and a strong nomogram that can predict the prognosis of HCC, which could be useful in identifying and managing HCC.

摘要

HCC,也称为肝细胞癌,是一种预后不良的常见癌症类型。本研究构建了一个与泛素化相关的预后标志物,并研究了其与 HCC 免疫治疗反应的相关性。分子特征数据库提供了与泛素化相关的基因汇编。通过使用最小绝对收缩和选择算子方法的 Cox 回归,获得了与泛素化相关的基因特征。CPY26B1、MCM10、SPINK4 和 TRIM54 等遗传因素显著影响 HCC 的结果。患者被分为两组:一组具有较差生存风险的高风险,另一组具有较低风险但更有可能控制 HCC 进展的低风险。单因素和多因素 Cox 回归分析均发现风险评分是 HCC 预后的独立预测因子。基因集富集分析(GSEA)表明高风险组中细胞周期和癌症相关 microRNAs 富集。肿瘤微环境(TME)、免疫治疗反应和化疗药物的有效性与风险评分呈正相关。在高风险组中,厄洛替尼的 IC50 值高于低风险组,而 VX-11e、AKT 抑制剂 VIII、AT-7519、BMS345541、硼替佐米、CP466722、FMK 和 JNK-9L 的 IC50 值则较低。RT-qPCR 的结果表明,与正常组织相比,肿瘤组织中四个 UEGs 的表达更高。基于表达不同且与泛素化相关的肿瘤分类相关的基因,我们开发了一个包含四个基因的模式和一个强大的列线图,可以预测 HCC 的预后,这可能有助于识别和管理 HCC。

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Single-cell transcriptome analysis indicates fatty acid metabolism-mediated metastasis and immunosuppression in male breast cancer.单细胞转录组分析表明脂肪酸代谢介导的男性乳腺癌转移和免疫抑制。
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Integrated machine learning survival framework develops a prognostic model based on inter-crosstalk definition of mitochondrial function and cell death patterns in a large multicenter cohort for lower-grade glioma.
整合机器学习生存框架基于大型多中心低级别胶质瘤队列中线粒体功能和细胞死亡模式的相互交流定义,开发了一种预后模型。
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MCM10: An effective treatment target and a prognostic biomarker in patients with uterine corpus endometrial carcinoma.MCM10:子宫体子宫内膜癌患者的有效治疗靶点和预后生物标志物。
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Ubiquitination Links DNA Damage and Repair Signaling to Cancer Metabolism.泛素化将 DNA 损伤和修复信号与癌症代谢联系起来。
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SPINK4 promotes colorectal cancer cell proliferation and inhibits ferroptosis.丝氨酸肽酶抑制剂 Kazal 型 4(SPINK4)促进结直肠癌细胞增殖并抑制铁死亡。
BMC Gastroenterol. 2023 Apr 3;23(1):104. doi: 10.1186/s12876-023-02734-2.
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Single-cell profiling reveals differences between human classical adenocarcinoma and mucinous adenocarcinoma.单细胞分析揭示了人类经典型腺癌和黏液性腺癌之间的差异。
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