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鉴定一个与坏死性凋亡相关的基因特征作为胆管癌的一个新的预后生物标志物。

Identification of a necroptosis-related gene signature as a novel prognostic biomarker of cholangiocarcinoma.

机构信息

Department of Infectious Diseases, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.

Department of Clinical Laboratory Medicine, Southwest Hospital, Third Military Medical University (Army Medical University), Gaotanyan, Chongqing, China.

出版信息

Front Immunol. 2023 Mar 2;14:1118816. doi: 10.3389/fimmu.2023.1118816. eCollection 2023.

Abstract

BACKGROUND

Cholangiocarcinoma (CHOL) is the most prevalent type of malignancy and the second most common form of primary liver cancer, resulting in high rates of morbidity and mortality. Necroptosis is a type of regulated cell death that appears to be involved in the regulation of several aspects of cancer biology, including tumorigenesis, metastasis, and cancer immunity. This study aimed to construct a necroptosis-related gene (NRG) signature to investigate the prognosis of CHOL patients using an integrated bioinformatics analysis.

METHODS

CHOL patient data were acquired from the Gene Expression Omnibus (GEO) (GSE89748, GSE107943) and The Cancer Genome Atlas (TCGA) databases, with NRGs data from the necroptosis pathway in the Kyoto Encyclopedia of Genes and Genomes (KEGG) database. Univariate and multivariate regression analyses were performed to establish the NRG signatures. Kaplan-Meier (KM) curves were used to evaluate the prognosis of patients with CHOL. Functional enrichment analysis was performed to identify key NRG-associated biological signaling pathways. We also applied integrative multi-omics analysis to the high- and low-risk score groups. Spearman's rank correlation was used to clarify the relationship between the NRG signature and immune infiltration.

RESULTS

65 differentially expressed (DE) NRGs were screened, five of which were selected to establish the prognostic signature of NRG based on multivariate Cox regression analysis. We observed that low-risk patients survived significantly longer than high-risk patients. We found that patients with high-risk scores experienced higher immune cell infiltration, drug resistance, and more somatic mutations than patients with low-risk scores. We further found that sensitivities to GW843682X, mitomycin C, rapamycin, and S-trityl-L-cysteine were significantly higher in the low-risk group than in the high-risk group. Finally, we validated the expression of five NRGs in CHOL tissues using the TCGA database, HPA database and our clinical data.

CONCLUSION

These findings demonstrate that the five-NRG prognostic signature for CHOL patients is reasonably accurate and valid, and it may prove to be of considerable value for the treatment and prognosis of CHOL patients in the future.

摘要

背景

胆管癌(CHOL)是最常见的恶性肿瘤类型,也是原发性肝癌的第二大常见形式,导致发病率和死亡率居高不下。细胞坏死性凋亡是一种受调控的细胞死亡方式,似乎参与了癌症生物学的多个方面的调节,包括肿瘤发生、转移和癌症免疫。本研究旨在构建一个坏死性凋亡相关基因(NRG)特征,以通过综合生物信息学分析研究 CHOL 患者的预后。

方法

从基因表达综合(GEO)(GSE89748、GSE107943)和癌症基因组图谱(TCGA)数据库中获取 CHOL 患者数据,并从京都基因与基因组百科全书(KEGG)数据库中的坏死性凋亡途径中获取 NRG 数据。进行单变量和多变量回归分析以建立 NRG 特征。使用 Kaplan-Meier(KM)曲线评估 CHOL 患者的预后。进行功能富集分析以确定关键的 NRG 相关生物学信号通路。我们还对高低风险评分组进行了综合多组学分析。使用 Spearman 秩相关来阐明 NRG 特征与免疫浸润之间的关系。

结果

筛选出 65 个差异表达(DE)NRG,其中 5 个基于多变量 Cox 回归分析被选中建立 NRG 的预后特征。我们观察到低风险患者的生存时间明显长于高风险患者。我们发现,高风险评分的患者比低风险评分的患者经历更高的免疫细胞浸润、药物耐药性和更多的体细胞突变。我们进一步发现,低风险组对 GW843682X、丝裂霉素 C、雷帕霉素和 S-三苯甲基-L-半胱氨酸的敏感性明显高于高风险组。最后,我们使用 TCGA 数据库、HPA 数据库和我们的临床数据验证了 CHOL 组织中五个 NRG 的表达。

结论

这些发现表明,用于 CHOL 患者的五个 NRG 预后特征是合理准确和有效的,它可能对未来 CHOL 患者的治疗和预后具有重要价值。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7bb1/10017743/1825f9659b23/fimmu-14-1118816-g001.jpg

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