Meng Lingfeng, Tian Zijian, Wang Jiawen, Liu Xiaodong, Zhang Wei, Hu Maolin, Wang Miao, Zhang Yaoguang
Department of Urology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China.
Transl Androl Urol. 2021 Feb;10(2):594-608. doi: 10.21037/tau-20-1163.
The myeloid ecotropic viral integration site (MEIS) family of genes is related to the occurrence, development, and outcome of many cancers. However, its role in the immune and tumor microenvironment (TME) is unclear. This study explored the relationship between the expression of MEIS genes and patient survival, immune subtypes, TME, tumor stem cell correlation, and drug sensitivity in cancer.
We used The Cancer Genome Atlas pan-cancer data to analyze the expression of the MEIS family genes. Kaplan-Meier analysis and univariate Cox proportional hazard regression model were used to detect the relationship between gene expression and overall survival. Analysis of variance was used to explore the relationship between the MEIS family and the immune components in the tumor, and the ESTIMATE algorithm was used to calculate the proportion and level of tumor-infiltrating immune cells. Spearman and Pearson's correlation tests were carried out to detect the relationship between and the characteristics of tumor stem cells and drug sensitivity.
The MEIS family of genes shows different expression profiles in different cancers, with substantial inter- and intra-cancer heterogeneity. Among them, was upregulated in most cancers, whereas was downregulated. The change in gene expression was usually related to overall survival, but whether a member of the MEIS family was a risk factor or a protective factor was cancer-dependent. Immune component analysis suggested that the role of genes in promoting or inhibiting cancer may be related to different degrees of immune silencing. Further, there were varying degrees of correlation between gene expression and cancer cell stemness characteristics. It was also found that genes, especially and , may be related to chemotherapy resistance.
We explored the expression, prognostic relationship, molecular characteristics, and effects on immunity and TME of the gene family in cancer. Our results suggest that members should be studied as independent entities in different types of cancer. The gene family may be a potential target for cancer therapy, but further experiments are needed to confirm this.
髓系嗜亲性病毒整合位点(MEIS)基因家族与多种癌症的发生、发展及预后相关。然而,其在免疫和肿瘤微环境(TME)中的作用尚不清楚。本研究探讨了MEIS基因表达与癌症患者生存、免疫亚型、TME、肿瘤干细胞相关性及药物敏感性之间的关系。
我们使用癌症基因组图谱泛癌数据来分析MEIS家族基因的表达。采用Kaplan-Meier分析和单变量Cox比例风险回归模型检测基因表达与总生存之间的关系。采用方差分析探讨MEIS家族与肿瘤中免疫成分之间的关系,并使用ESTIMATE算法计算肿瘤浸润免疫细胞的比例和水平。进行Spearman和Pearson相关性检验以检测其与肿瘤干细胞特征和药物敏感性之间的关系。
MEIS基因家族在不同癌症中表现出不同的表达谱,存在显著的癌间和癌内异质性。其中,大多数癌症中 呈上调,而 呈下调。 基因表达的变化通常与总生存相关,但MEIS家族成员是危险因素还是保护因素取决于癌症类型。免疫成分分析表明, 基因在促进或抑制癌症中的作用可能与不同程度的免疫沉默有关。此外, 基因表达与癌细胞干性特征之间存在不同程度的相关性。还发现 基因,尤其是 和 ,可能与化疗耐药有关。
我们探讨了 基因家族在癌症中的表达、预后关系、分子特征以及对免疫和TME的影响。我们的结果表明,应将 成员作为不同类型癌症中的独立实体进行研究。 基因家族可能是癌症治疗的潜在靶点,但需要进一步实验来证实这一点。