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核小体重塑与去乙酰化酶复合物在皮肤黑色素瘤中具有预后意义并与免疫微环境相关。

The nucleosome remodeling and deacetylase complex has prognostic significance and associates with immune microenvironment in skin cutaneous melanoma.

作者信息

Liu Xinhua, Wang Ju

机构信息

Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Hangzhou Normal University, Hangzhou 311121, China.

School of Biomedical Engineering and Technology, Tianjin Medical University, Tianjin 300070, PR China.

出版信息

Int Immunopharmacol. 2020 Nov;88:106887. doi: 10.1016/j.intimp.2020.106887. Epub 2020 Aug 12.

Abstract

PURPOSE

The Nucleosome Remodeling and Deacetylase (NuRD) complex is an important marker in multiple biological processes whose clinical significance has rarely previously been reported in cancers. In this study, we proposed to estimate the potential of NuRD complex as prognostic signature in skin cutaneous melanoma (SKCM) patients.

METHODS

SKCM samples were obtained from the Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO). Sample clustering was performed based on the mRNA levels of core subunits of NuRD complex. Survival analysis was carried out by using Kaplan-Meier method. SKCM samples were grouped into prognostically good and poor groups according to their overall survival (OS). Logistic regression analysis was adopted to construct a model based on the optimal subunits of NuRD complex to estimate prognosis of SKCM samples.

RESULTS

Samples from TCGA were grouped into four clusters which were then divided into good and poor prognostic groups. Significant differences existed in immune microenvironment and mutational rates of frequently mutated genes between good and poor prognostic groups. Besides, several immune-related pathways were significantly activated in good prognostic group. A logistic regression model was constructed by using patients' prognostic group and mRNA expressions of NuRD complex from TCGA as categorical responsive values and continuous predictive variables, respectively, which could independently distinguish prognostically different SKCM patients from another three independent GEO datasets.

CONCLUSION

In conclusion, we first reported the potential prognostic value and roles in immune microenvironment of NuRD complex in SKCM, which should be helpful for experimental and clinical research in SKCM.

摘要

目的

核小体重塑与去乙酰化酶(NuRD)复合物是多种生物学过程中的重要标志物,其临床意义此前在癌症中鲜有报道。在本研究中,我们旨在评估NuRD复合物作为皮肤黑色素瘤(SKCM)患者预后标志物的潜力。

方法

从癌症基因组图谱(TCGA)和基因表达综合数据库(GEO)获取SKCM样本。基于NuRD复合物核心亚基的mRNA水平进行样本聚类。采用Kaplan-Meier法进行生存分析。根据总生存期(OS)将SKCM样本分为预后良好和不良组。采用逻辑回归分析,基于NuRD复合物的最佳亚基构建模型,以评估SKCM样本的预后。

结果

来自TCGA的样本被分为四个簇,然后再分为预后良好和不良组。预后良好和不良组在免疫微环境和常见突变基因的突变率方面存在显著差异。此外,预后良好组中几个免疫相关途径被显著激活。以患者的预后组和来自TCGA的NuRD复合物的mRNA表达分别作为分类响应值和连续预测变量,构建了一个逻辑回归模型,该模型能够独立区分来自另外三个独立GEO数据集的预后不同的SKCM患者。

结论

总之,我们首次报道了NuRD复合物在SKCM中的潜在预后价值及其在免疫微环境中的作用,这将有助于SKCM的实验和临床研究。

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