Identification of a chromatin regulator signature and potential candidate drugs for bladder cancer.

IF 2.7 3区 生物学
Ke Zhu, Xiaoqiang Liu, Wen Deng, Gongxian Wang, Bin Fu
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引用次数: 16

Abstract

Background: Bladder cancer (BLCA) is a malignant tumor with a dismay outcome. Increasing evidence has confirmed that chromatin regulators (CRs) are involved in cancer progression. Therefore, we aimed to explore the function and prognostic value of CRs in BLCA patients.

Methods: Chromatin regulators (CRs) were acquired from the previous top research. The mRNA expression and clinical information were downloaded from TCGA and GEO datasets. Cox regression analysis and least absolute shrinkage and selection operator (LASSO) regression analysis were performed to select the prognostic gene and construct the risk model for predicting outcome in BLCA. The Kaplan-Meier analysis was used to assess the prognosis between high- and low-risk groups. We also investigated the drug sensitivity difference between high- and low-risk groups. CMAP dataset was performed to screen the small molecule drugs for treatment.

Results: We successfully constructed and validated an 11 CRs-based model for predicting the prognosis of patients with BLCA. Moreover, we also found 11 CRs-based model was an independent prognostic factor. Functional analysis suggested that CRs were mainly enriched in cancer-related signaling pathways. The CR-based model was also correlated with immune cells infiltration and immune checkpoint. Patients in the high-risk group were more sensitive to several drugs, such as mitomycin C, gemcitabine, cisplatin. Eight small molecule drugs could be beneficial to treatment for BLCA patients.

Conclusion: In conclusion, our study provided novel insights into the function of CRs in BLCA. We identified a reliable prognostic biomarker for the survival of patients with BLCA.

Abstract Image

Abstract Image

Abstract Image

膀胱癌染色质调节因子特征和潜在候选药物的鉴定。
背景:膀胱癌(BLCA)是一种预后不佳的恶性肿瘤。越来越多的证据证实,染色质调节因子(CRs)参与了癌症的进展。因此,我们旨在探讨cr在BLCA患者中的功能和预后价值。方法:从以往的顶级研究中获得染色质调节剂(CRs)。从TCGA和GEO数据集中下载mRNA表达和临床信息。采用Cox回归分析和最小绝对收缩和选择算子(LASSO)回归分析选择预后基因,构建预测BLCA预后的风险模型。Kaplan-Meier分析用于评估高危组和低危组之间的预后。我们还调查了高危组和低危组之间的药物敏感性差异。使用CMAP数据集筛选小分子药物进行治疗。结果:我们成功构建并验证了基于11crs的BLCA患者预后预测模型。此外,我们还发现基于crs的模型是一个独立的预后因素。功能分析表明,CRs主要富集于肿瘤相关信号通路。基于cr的模型还与免疫细胞浸润和免疫检查点相关。高危组患者对丝裂霉素C、吉西他滨、顺铂等药物更为敏感。8种小分子药物可能有利于治疗BLCA患者。结论:总之,我们的研究为cr在BLCA中的功能提供了新的见解。我们确定了BLCA患者生存的可靠预后生物标志物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Hereditas
Hereditas Biochemistry, Genetics and Molecular Biology-Genetics
CiteScore
3.80
自引率
3.70%
发文量
0
期刊介绍: For almost a century, Hereditas has published original cutting-edge research and reviews. As the Official journal of the Mendelian Society of Lund, the journal welcomes research from across all areas of genetics and genomics. Topics of interest include human and medical genetics, animal and plant genetics, microbial genetics, agriculture and bioinformatics.
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