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Comprehensive Transcriptomic Analysis Identifies

机译:综合转录组分析识别

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摘要

Hypersialylation caused by the overexpression of sialyltransferases (STs) is a common feature in cancer that is associated with several characteristics of tumorigenesis. Thus, identifying cancer-associated STs is critical for cancer therapy. However, ST screening has been frequently conducted in cell line models. In this study, we conducted a comprehensive analysis of STs in the clinical database and identified the STs related with the survival of breast cancer patients. RNA sequencing (RNA-Seq) data of 496 patients were obtained from The Cancer Genome Atlas Breast Invasive Carcinoma (TCGA-BRCA). Of the eight mapped STs, ST3GAL5, and ST8SIA1 met the acceptable area under the curve (AUC) criteria for overall survival (OS). Using Kaplan–Meier methods, we determined that high expression of ST8SIA1 was associated with poor 10-year OS in all patients, triple-negative breast cancer (TNBC), and non-TNBC patients, and poor disease-free survival (DFS) rates particularly in TNBC. ST8SIA1 also had superior AUC values in terms of OS/DFS. High ST8SIA1 levels showed a higher risk for poor OS in different groups of patients and a higher risk for poor DFS particularly in TNBC. In summary, we conducted a comprehensive analysis of STs from the clinical database and identified ST8SIA1 as a crucial survival-related ST, which might be a potential therapeutic target for breast cancer and TNBC patients.
机译:由唾液酸甲苯烷酶(STS)过表达引起的高溶解是癌症中的常见特征,其与肿瘤发生的若干特征有关。因此,鉴定癌症相关的STS对于癌症治疗至关重要。然而,ST筛选经常在细胞系模型中进行。在本研究中,我们对临床数据库中的STS进行了全面的分析,并确定了与乳腺癌患者的存活相关的STS。从癌症基因组Atlas乳房侵入性癌(TCGA-BRCA)获得496名患者的RNA测序(RNA-SEQ)数据。在八个映射的STS,ST3GAL5和ST8SIA1中满足了整体存活(OS)的曲线(AUC)标准下的可接受区域。使用Kaplan-Meier方法,我们确定ST8Sia1的高表达与所有患者,三阴性乳腺癌(TNBC)和非TNBC患者的差约10年的OS相关,疾病的疾病存活率差(DFS)率特别是在TNBC。 ST8SIA1在OS / DFS方面也具有卓越的AUC值。在不同组患者中,HIGH ST8SIA1水平表现出较差的障碍风险,并且特别是在TNBC中较差的DFS风险较高。总之,我们对临床数据库的STS进行了全面的分析,并将ST8SIA1确定为关键的生存相关ST,这可能是乳腺癌和TNBC患者的潜在治疗靶标。

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