Identification and Validation of Alkaliptosis Resistance-Associated Genes in Prostate Cancer Via Transcriptome Sequencing and Prediction of Biochemical Recurrence.

IF 2.4 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY
Xiaodong Song, Yu Zhang, Tiewen Li, Wenhao Wang, Zhiwen Xie, Bangmin Han
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引用次数: 0

Abstract

Androgen deprivation therapy (ADT) is the primary treatment strategy for prostate cancer. However, despite an initially favorable response, tumors inevitably progress to castration-resistant prostate cancer (CRPC). Therefore, the exploration of new therapeutic approaches targeting CRPC has become imperative. Increasing evidence suggests that hypoxia plays a crucial role in the development of CRPC. In this study, we found that the emergence of alkaliptosis resistance and the expression of its marker, CA9, significantly contribute to the progression of castration resistance induced by hypoxia. This study utilized bioinformatics approaches to identify genetic determinants associated with alkaliptosis resistance and explored the clinical significance of these marker genes. Transcriptomic sequencing was performed on the DU145 prostate cancer cell line, which had been induced to acquire alkaliptosis resistance. Using least absolute shrinkage and selection operator (LASSO) regression analysis, a prognostic risk model consisting of 12 genes, including ADORA2A, KCNG4, SEC14L5, B3GAT2, SLFNL1, FAM72D, CBWD3, PPM1K, STARD4, DEPDC1B, MATN3, and DDIAS was developed. The risk model score demonstrated a strong correlation with key patient clinical characteristics, including Gleason score, PSA levels, T stage, and N stage, and was also associated with immune therapy response and biochemical recurrence-free survival (BCRFS). Furthermore, ADORA2A expression in cellular models was found to be a critical factor in promoting alkaliptosis resistance.

通过转录组测序和预测生化复发鉴定和验证前列腺癌碱中毒耐药相关基因。
雄激素剥夺疗法(ADT)是前列腺癌的主要治疗策略。然而,尽管最初有良好的反应,肿瘤不可避免地进展为去势抵抗性前列腺癌(CRPC)。因此,探索针对CRPC的新治疗方法已势在必行。越来越多的证据表明,缺氧在CRPC的发展中起着至关重要的作用。在本研究中,我们发现碱中毒抗性的出现及其标志物CA9的表达在缺氧诱导的去势抗性的进展中起着重要作用。本研究利用生物信息学方法鉴定与碱中毒耐药相关的遗传决定因素,并探讨这些标记基因的临床意义。对诱导获得碱中毒抗性的DU145前列腺癌细胞株进行转录组测序。采用最小绝对收缩和选择算子(LASSO)回归分析,建立了由ADORA2A、KCNG4、SEC14L5、B3GAT2、SLFNL1、FAM72D、CBWD3、PPM1K、STARD4、DEPDC1B、MATN3、DDIAS等12个基因组成的预后风险模型。风险模型评分与患者的关键临床特征(包括Gleason评分、PSA水平、T分期和N分期)有很强的相关性,也与免疫治疗反应和生化无复发生存(BCRFS)相关。此外,在细胞模型中发现ADORA2A的表达是促进碱中毒抗性的关键因素。
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来源期刊
Molecular Biotechnology
Molecular Biotechnology 医学-生化与分子生物学
CiteScore
4.10
自引率
3.80%
发文量
165
审稿时长
6 months
期刊介绍: Molecular Biotechnology publishes original research papers on the application of molecular biology to both basic and applied research in the field of biotechnology. Particular areas of interest include the following: stability and expression of cloned gene products, cell transformation, gene cloning systems and the production of recombinant proteins, protein purification and analysis, transgenic species, developmental biology, mutation analysis, the applications of DNA fingerprinting, RNA interference, and PCR technology, microarray technology, proteomics, mass spectrometry, bioinformatics, plant molecular biology, microbial genetics, gene probes and the diagnosis of disease, pharmaceutical and health care products, therapeutic agents, vaccines, gene targeting, gene therapy, stem cell technology and tissue engineering, antisense technology, protein engineering and enzyme technology, monoclonal antibodies, glycobiology and glycomics, and agricultural biotechnology.
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