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癌症中的糖基转移酶:患者队列生存的预后生物标志物及对实验模型中恶性肿瘤的影响

Glycosyltransferases in Cancer: Prognostic Biomarkers of Survival in Patient Cohorts and Impact on Malignancy in Experimental Models.

作者信息

Pucci Michela, Duca Martina, Malagolini Nadia, Dall'Olio Fabio

机构信息

Department of Experimental, Diagnostic and Specialty Medicine (DIMES), General Pathology Building, University of Bologna, Via San Giacomo 14, 40126 Bologna, Italy.

出版信息

Cancers (Basel). 2022 Apr 24;14(9):2128. doi: 10.3390/cancers14092128.

Abstract

Background: Glycosylation changes are a main feature of cancer. Some carbohydrate epitopes and expression levels of glycosyltransferases have been used or proposed as prognostic markers, while many experimental works have investigated the role of glycosyltransferases in malignancy. Using the transcriptomic data of the 21 TCGA cohorts, we correlated the expression level of 114 glycosyltransferases with the overall survival of patients. Methods: Using the Oncolnc website, we determined the Kaplan−Meier survival curves for the patients falling in the 15% upper or lower percentile of mRNA expression of each glycosyltransferase. Results: Seventeen glycosyltransferases involved in initial steps of N- or O-glycosylation and of glycolipid biosynthesis, in chain extension and sialylation were unequivocally associated with bad prognosis in a majority of cohorts. Four glycosyltransferases were associated with good prognosis. Other glycosyltransferases displayed an extremely high predictive value in only one or a few cohorts. The top were GALNT3, ALG6 and B3GNT7, which displayed a p < 1 × 10−9 in the low-grade glioma (LGG) cohort. Comparison with published experimental data points to ALG3, GALNT2, B4GALNT1, POFUT1, B4GALT5, B3GNT5 and ST3GAL2 as the most consistently malignancy-associated enzymes. Conclusions: We identified several cancer-associated glycosyltransferases as potential prognostic markers and therapeutic targets.

摘要

背景

糖基化改变是癌症的主要特征。一些碳水化合物表位和糖基转移酶的表达水平已被用作或被提议作为预后标志物,同时许多实验研究了糖基转移酶在恶性肿瘤中的作用。利用21个TCGA队列的转录组数据,我们将114种糖基转移酶的表达水平与患者的总生存期进行了关联分析。

方法

利用Oncolnc网站,我们确定了每种糖基转移酶mRNA表达处于上或下15%百分位数的患者的Kaplan-Meier生存曲线。

结果

17种参与N-或O-糖基化及糖脂生物合成起始步骤、链延伸和唾液酸化的糖基转移酶在大多数队列中与不良预后明确相关。4种糖基转移酶与良好预后相关。其他糖基转移酶仅在一个或少数队列中显示出极高的预测价值。排在前列的是GALNT3、ALG6和B3GNT7,它们在低级别胶质瘤(LGG)队列中的p值<1×10−9。与已发表的实验数据比较表明,ALG3、GALNT2、B4GALNT1、POFUT1、B4GALT5、B3GNT5和ST3GAL2是最一致地与恶性肿瘤相关的酶。

结论

我们鉴定出几种与癌症相关的糖基转移酶作为潜在的预后标志物和治疗靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ac3f/9100214/a649f8354ac6/cancers-14-02128-g001.jpg

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