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存活激酶基因在胶质母细胞瘤中具有预后意义。

Survival kinase genes present prognostic significance in glioblastoma.

作者信息

Varghese Robin T, Liang Yanping, Guan Ting, Franck Christopher T, Kelly Deborah F, Sheng Zhi

机构信息

Virginia Tech Carilion Research Institute, Roanoke, VA 24016, USA.

Laboratory for Interdisciplinary Statistical Analysis, Department of Statistics, Virginia Tech, Blacksburg, VA 24061, USA.

出版信息

Oncotarget. 2016 Apr 12;7(15):20140-51. doi: 10.18632/oncotarget.7917.

Abstract

Cancer biomarkers with a strong predictive power for diagnosis/prognosis and a potential to be therapeutic targets have not yet been fully established. Here we employed a loss-of-function screen in glioblastoma (GBM), an infiltrative brain tumor with a dismal prognosis, and identified 20 survival kinase genes (SKGs). Survival analyses using The Cancer Genome Atlas (TCGA) datasets revealed that the expression of CDCP1, CDKL5, CSNK1E, IRAK3, LATS2, PRKAA1, STK3, TBRG4, and ULK4 stratified GBM prognosis with or without temozolomide (TMZ) treatment as a covariate. For the first time, we found that GBM patients with a high level of NEK9 and PIK3CB had a greater chance of having recurrent tumors. The expression of CDCP1, IGF2R, IRAK3, LATS2, PIK3CB, ULK4, or VRK1 in primary GBM tumors was associated with recurrence-related prognosis. Notably, the level of PIK3CB in recurrent tumors was much higher than that in newly diagnosed ones. Congruent with these results, genes in the PI3K/AKT pathway showed a significantly strong correlation with recurrence rate, further highlighting the pivotal role of PIK3CB in the disease progression. Importantly, 17 SKGs together presented a novel GBM prognostic signature. SKGs identified herein are associated with recurrence rate and present prognostic significance in GBM, thereby becoming attractive therapeutic targets.

摘要

对于诊断/预后具有强大预测能力且有可能成为治疗靶点的癌症生物标志物尚未完全确立。在此,我们在胶质母细胞瘤(GBM)中进行了功能丧失筛选,胶质母细胞瘤是一种预后不佳的浸润性脑肿瘤,并鉴定出20个生存激酶基因(SKGs)。使用癌症基因组图谱(TCGA)数据集进行的生存分析表明,CDCP1、CDKL5、CSNK1E、IRAK3、LATS2、PRKAA1、STK3、TBRG4和ULK4的表达可将GBM的预后进行分层,无论是否将替莫唑胺(TMZ)治疗作为协变量。我们首次发现,NEK9和PIK3CB水平高的GBM患者发生肿瘤复发的可能性更大。原发性GBM肿瘤中CDCP1、IGF2R、IRAK3、LATS2、PIK3CB、ULK4或VRK1的表达与复发相关的预后有关。值得注意的是,复发性肿瘤中PIK3CB的水平远高于新诊断肿瘤中的水平。与这些结果一致,PI3K/AKT途径中的基因与复发率显示出显著的强相关性,进一步突出了PIK3CB在疾病进展中的关键作用。重要的是,17个SKGs共同呈现出一种新的GBM预后特征。本文鉴定出的SKGs与复发率相关,并在GBM中具有预后意义,从而成为有吸引力的治疗靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/249e/4991443/4f724e18d76b/oncotarget-07-20140-g001.jpg

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