Signatures derived from increase in SHARPIN gene copy number are associated with poor prognosis in patients with breast cancer

Diane Ojo , Maryam Seliman , Damu Tang
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引用次数: 10

Abstract

We report three signatures produced from SHARPIN gene copy number increase (GCN-Increase) and their effects on patients with breast cancer (BC). In the Metabric dataset (n = 2059, cBioPortal), SHARPIN GCN-Increase occurs preferentially or mutual exclusively with mutations in TP53, PIK3CA, and CDH1. These genomic alterations constitute a signature (SigMut) that significantly correlates with reductions in overall survival (OS) in BC patients (n = 1980; p = 1.081e  6). Additionally, SHARPIN GCN-Increase is associated with 4220 differentially expressed genes (DEGs). These DEGs are enriched in activation of the pathways regulating cell cycle progression, RNA transport, ribosome biosynthesis, DNA replication, and in downregulation of the pathways related to extracellular matrix. These DEGs are thus likely to facilitate the proliferation and metastasis of BC cells. Additionally, through forward (FWD) and backward (BWD) stepwise variate selections among the top 160 downregulated and top 200 upregulated DEGs using the Cox regression model, a 6-gene (SigFWD) and a 50-gene (SigBWD) signature were derived. Both signatures robustly associate with decreases in OS in BC patients within the Curtis (n = 1980; p = 6.16e  11 for SigFWD; p = 1.06e  10, for SigBWD) and TCGA cohort (n = 817; p = 4.53e  4 for SigFWD and p = 0.00525 for SigBWD). After adjusting for known clinical factors, SigMut (HR 1.21, p = 0.0297), SigBWD (HR 1.25, p = 0.0263), and likely SigFWD (HR 1.17, p = 0.062) remain independent risk factors of BC deaths. Furthermore, the proportion of patients positive for these signatures is significantly increased in ER −, Her2-enriched, basal-like, and claudin-low BCs compared to ER + and luminal BCs. Collectively, these SHARPIN GCN-Increase-derived signatures may have clinical applications in management of patients with BC.

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SHARPIN基因拷贝数增加的特征与乳腺癌患者的不良预后相关
我们报道了SHARPIN基因拷贝数增加(GCN-Increase)产生的三个特征及其对乳腺癌(BC)患者的影响。在Metabric数据集中(n = 2059, cBioPortal), SHARPIN GCN-Increase优先或只与TP53、PIK3CA和CDH1突变发生。这些基因组改变构成了一个特征(SigMut),与BC患者总生存率(OS)的降低显著相关(n = 1980;p = 1.081e−6)。此外,SHARPIN GCN-Increase与4220个差异表达基因(DEGs)相关。这些deg富含激活调节细胞周期进程、RNA转运、核糖体生物合成、DNA复制的途径,以及下调与细胞外基质相关的途径。因此,这些deg可能促进BC细胞的增殖和转移。此外,利用Cox回归模型,通过正向(FWD)和反向(BWD)逐步选择前160个下调和前200个上调的deg,得到了6基因(SigFWD)和50基因(SigBWD)特征。这两个特征都与Curtis地区BC患者的OS降低密切相关(n = 1980;p = 6.16e−11 for SigFWD;SigBWD和TCGA队列p = 1.06e−10 (n = 817;SigFWD的p = 4.53e−4,SigBWD的p = 0.00525)。在对已知的临床因素进行调整后,SigMut(风险比1.21,p = 0.0297)、SigBWD(风险比1.25,p = 0.0263)和可能的SigFWD(风险比1.17,p = 0.062)仍然是BC死亡的独立危险因素。此外,与ER +和管腔bc相比,这些特征阳性的患者比例在ER -、her2富集、基底样和低clclin的bc中显著增加。总的来说,这些SHARPIN gcn -增加衍生的特征可能在BC患者的管理中具有临床应用。
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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