RNF43 p.G659fs 通过 PI3K/AKT/mTOR 信号通路和 HLA-E 上调导致 MSI-high 结直肠癌中 NK 细胞功能障碍
RNF43 p.G659fs leads to natural killer cell dysfunction in MSI-high colorectal cancer through PI3K/AKT/mTOR signaling and HLA-E up-regulation.
CELL INTELLIGENCE · 肿瘤细胞治疗研究
肿瘤细胞治疗研究
英文原题:Prognostic and Immunological Significance of the Molecular Subtypes and Risk Signatures Based on Cuproptosis in Hepatocellular Carcinoma.
Prognostic and Immunological Significance of the Molecular Subtypes and Risk Signatures Based on Cuproptosis in Hepatocellular Carcinoma.
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本研究发现铜死亡在 HCC 中具有潜在的预后和免疫学意义,增进了对铜死亡的理解,并可能为 HCC 患者开发更有效的治疗技术提供新方向。
肝细胞癌(HCC)仍然是一个具有挑战性的医学问题。铜死亡是一种新型细胞死亡形式,在肿瘤发生、血管生成和转移中发挥关键作用。然而,铜死亡相关基因(CRGs)是否影响HCC患者的预后和免疫微环境仍不清楚。
我们从癌症基因组图谱(TCGA)和国际癌症基因组联盟(ICGC)数据库中获取了HCC患者的mRNA表达文件及相关临床信息。根据既往文献,我们选择了19个CRGs作为本研究的候选基因。我们对19个CRGs在恶性组织和癌前组织之间进行了差异表达分析。基于这19个CRGs,我们纳入聚类分析以识别HCC患者的铜死亡相关亚型。利用单因素Cox回归和最小绝对收缩和选择算子(LASSO)回归分析构建了预后风险特征。我们采用独立和分层生存分析来研究该模型的预测价值。我们还根据两种分子亚型和预后特征,研究了HCC患者的功能富集特征、突变特征、免疫谱和对免疫治疗的反应。
我们发现17个CRGs在HCC与正常样本中存在显著差异。聚类分析显示铜死亡存在两种不同的分子亚型。与聚类2相比,聚类1更倾向于与不良预后、免疫应答信号高活性、TP53高突变频率以及独特的免疫细胞浸润相关。通过单因素和LASSO Cox回归分析,我们构建了一个包含LIPT1、DLAT、MTF1、GLS和CDKN2A的铜死亡相关预后风险特征。高风险HCC患者预后更差。根据多因素分析,该风险特征被证明是TCGA和ICGC数据集中预后的独立预测因子。该特征在不同临床特征分层中也表现良好。高风险组与低风险组之间,包括调节性T细胞(Treg)、B细胞、巨噬细胞、肥大细胞、NK细胞和aDCs在内的免疫细胞,以及包含细胞溶解活性、MHC I类和II型IFN应答的免疫功能,均存在显著差异。肿瘤免疫功能障碍和排斥(TIDE)评分提示,高风险患者对免疫检查点抑制剂的缓解率高于低风险患者。
Hepatocellular carcinoma (HCC) remains a challenging medical problem. Cuproptosis is a novel form of cell death that plays a crucial role in tumorigenesis, angiogenesis, and metastasis. However, it remains unclear whether cuproptosis-related genes (CRGs) influence the outcomes and immune microenvironment of HCC patients. METHOD: From The Cancer Genome Atlas (TCGA) and International Cancer Genome Consortium (ICGC) databases, we obtained the mRNA expression file and related clinical information of HCC patients. We selected 19 CRGs as candidate genes for this study according to previous literature. We performed a differential expression analysis of the 19 CRGs between malignant and precancerous tissue. Based on the 19 CRGs, we enrolled cluster analysis to identify cuproptosis-related subtypes of HCC patients. A prognostic risk signature was created utilizing univariate Cox regression and least absolute shrinkage and selection operator (LASSO) regression analyses. We employed independent and stratification survival analyses to investigate the predictive value of this model. The functional enrichment features, mutation signatures, immune profile, and response to immunotherapy of HCC patients were also investigated according to the two molecular subtypes and the prognostic signature.
We found that 17 CRGs significantly differed in HCC versus normal samples. Cluster analysis showed two distinct molecular subtypes of cuproptosis. Cluster 1 is preferentially related to poor prognosis, high activity of immune response signaling, high mutant frequency of TP53 , and distinct immune cell infiltration versus cluster 2. Through univariate and LASSO Cox regression analyses, we created a cuproptosis-related prognostic risk signature containing LIPT1 , DLAT , MTF1 , GLS , and CDKN2A . High-risk HCC patients were shown to have a worse prognosis. The risk signature was proved to be an independent predictor of prognosis in both the TCGA and ICGC datasets, according to multivariate analysis. The signature also performed well in different stratification of clinical features. The immune cells, which included regulatory T cells (Treg), B cells, macrophages, mast cells, NK cells, and aDCs, as well as immune functions containing cytolytic activity, MHC class I, and type II IFN response, were remarkably distinct between the high-risk and low-risk groups. The tumor immune dysfunction and exclusion (TIDE) score suggested that high-risk patients had a higher response rate to immune checkpoint inhibitors than low-risk patients.
This research discovered the potential prognostic and immunological significance of cuproptosis in HCC, improved the understanding of cuproptosis, and may deliver new directions for developing more efficacious therapeutic techniques for HCC patients.
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