A signature based on chromatin regulation and tumor microenvironment infiltration in clear cell renal cell carcinoma

染色质 肾透明细胞癌 生物 癌症研究 肾细胞癌 支架/基质附着区域 染色质重塑 计算生物学 基因 肿瘤科 遗传学 医学
作者
Chen Yang,Yu Tian,Qin Lin
出处
期刊:Epigenomics [Future Medicine]
卷期号:14 (17): 995-1013
标识
DOI:10.2217/epi-2022-0202
摘要

Aims: This research aimed to construct a signature based on chromatin regulation in localized clear cell renal cell carcinoma (ccRCC). Materials & methods: Non-negative matrix factorization clustering was performed on 438 localized ccRCC cases. The immune infiltration was generated by the single-sample gene set enrichment analysis algorithm. Survival analyses were performed using the Kaplan-Meier method, and the significance of the differences was determined using the log-rank test. The risk score was constructed based on the expression of chromatin regulators to quantify chromatin modification. Results: A score system based on chromatin modification was established. The high-risk subtype was characterized by increased tumor mutation burden, whereas a low-risk score was characterized by an increase in chromatin regulator expression and better overall survival. Conclusion: This research has constructed a signature based on chromatin regulation in localized ccRCC.This research aimed to construct a prognostic model based on chromatin regulation in localized clear cell renal cell carcinoma (ccRCC). There were 438 localized ccRCC patients included. Patients were classified into different chromatin groups and risk groups. The immune infiltration and survival analyses were performed on distinct groups. The prognostic model was constructed by including clinical characteristics and risk scores. Three different chromatin groups and two risk groups were established. Remarkable differences in immunity and survival were found in distinct chromatin groups and risk groups. A nomogram was plotted to visualize the predictive survival rate based on risk and clinical characteristics. This research has constructed a prognostic model based on chromatin regulation in localized ccRCC.
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