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全面分析 IFIT 家族在皮肤黑色素瘤中的预后和生物学意义。

Comprehensive analysis of the prognosis and biological significance for IFIT family in skin cutaneous melanoma.

机构信息

Tongji University School of Medicine, Shanghai 200092, China.

Tongji University School of Medicine, Shanghai 200092, China.

出版信息

Int Immunopharmacol. 2021 Dec;101(Pt A):108344. doi: 10.1016/j.intimp.2021.108344. Epub 2021 Nov 8.

Abstract

Interferon-induced protein with tetratricopeptide repeats (IFITs) genes, consisting of four members named IFIT1, IFIT2, IFIT3 and IFIT5, are involved in the progression of multiple cancer types, but their roles in skin cutaneous melanoma (SKCM) are still largely unknown. The TCGA-SKCM dataset, GSE15605 dataset and GSE100508 dataset were obtained in our study, and multiple online databases were used for data analysis and visualization, including GEPIA, GSCALite, MethSurv, DAVID, starBase and TIMER database. The mRNA expressing levels of all the four members included in IFIT family were elevated in SKCM tissues. In addition, ROC curve showed that the combined IFITs had a higher tumor prediction performance. Kaplan-Meier survival analysis revealed that the low expression of IFIT1/2/3/5 was associated with poor overall survival (OS) and disease-specific survival (DSS) in SKCM patients. Moreover, univariate and multivariate Cox regression analysis suggested that the low expression of IFIT2/3/5 was an independent risk factor for the prognosis of SKCM patients. Besides, cancer pathway activity analysis certified that the IFITs were involved in the apoptosis pathways, epithelial-mesenchymal transition (EMT) and cell cycle. Furthermore, drug sensitivity analysis indicated that the high expression of IFIT1/2/3 was sensitive to dasatinib drug. Additionally, the expressing levels of IFITs were found to be positively correlated with the level of immune cell infiltrates, immune biomarkers and m6A regulators. Finally, using bioinformatics analysis, we predicted that PAX8-AS1/Z83843.1-miR-92a-3p-IFIT2 axis might play crucial roles in the development and progression of SKCM. This study explored the prognostic values and biological significance of the IFITs in SKCM microenvironment. IFITs may serve as novel biomarkers for the diagnosis and prognosis of melanoma and potential immunotherapeutic targets.

摘要

干扰素诱导的四肽重复蛋白(IFITs)基因家族由 IFIT1、IFIT2、IFIT3 和 IFIT5 四个成员组成,参与多种癌症类型的进展,但它们在皮肤黑色素瘤(SKCM)中的作用仍知之甚少。本研究中获得了 TCGA-SKCM 数据集、GSE15605 数据集和 GSE100508 数据集,并使用多个在线数据库进行数据分析和可视化,包括 GEPIA、GSCALite、MethSurv、DAVID、starBase 和 TIMER 数据库。IFIT 家族中所有四个成员的 mRNA 表达水平在 SKCM 组织中升高。此外,ROC 曲线表明联合 IFITs 具有更高的肿瘤预测性能。Kaplan-Meier 生存分析显示,IFIT1/2/3/5 低表达与 SKCM 患者的总生存期(OS)和疾病特异性生存期(DSS)不良相关。此外,单因素和多因素 Cox 回归分析表明,IFIT2/3/5 低表达是 SKCM 患者预后的独立危险因素。此外,癌症途径活性分析证实 IFITs 参与了凋亡途径、上皮-间充质转化(EMT)和细胞周期。此外,药物敏感性分析表明 IFIT1/2/3 的高表达对达沙替尼药物敏感。此外,IFITs 的表达水平与免疫细胞浸润水平、免疫生物标志物和 m6A 调节剂呈正相关。最后,通过生物信息学分析,我们预测 PAX8-AS1/Z83843.1-miR-92a-3p-IFIT2 轴可能在 SKCM 的发生和发展中起关键作用。本研究探讨了 IFITs 在 SKCM 微环境中的预后价值和生物学意义。IFITs 可能成为黑色素瘤诊断和预后的新型生物标志物和潜在的免疫治疗靶点。

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