Tailor Prashant D, Kodeboyina Sai Karthik, Bai Shan, Patel Nikhil, Sharma Shruti, Ratnani Akshay, Copland John A, She Jin-Xiong, Sharma Ashok
Medical College of Georgia, Augusta University, Augusta, GA, USA.
Center for Biotechnology and Genomic Medicine, Augusta University, Augusta, GA, USA.
Oncotarget. 2018 Apr 3;9(25):17876-17888. doi: 10.18632/oncotarget.24947.
The aim of this study was to compare and contrast the expression of all members of the Kallikrein (KLK) family of genes across 15 cancer types and to evaluate their utility as diagnostic and prognostic biomarkers.
Severe alterations were found in the expression of different Kallikrein genes across various cancers. Interestingly, renal clear cell and papillary carcinomas have similar kallikrein expression profiles, whereas, chromophobe renal cell carcinoma has a unique expression profile. Several KLK genes have excellent biomarker potential (AUC > 0.90) for chromophobe renal cell carcinoma (), renal papillary carcinoma (), clear cell renal cell carcinoma (, ), thyroid carcinoma () and colon adenocarcinoma (). Several KLK genes were significantly associated with mortality in clear cell renal cell carcinoma (: HR = 1.69; : HR = 1.63; : HR = 1.71; : HR = 2.12; : HR = 1.76; : HR = 1.86), papillary renal cell carcinoma (: HR = 3.38, : HR = 2.50), urothelial bladder carcinoma (: HR = 1.89, : HR = 1.71, : HR = 1.60), and hepatocellular carcinoma (: HR = 1.75).
The RNA-seq gene expression data were downloaded from The Cancer Genome Atlas (TCGA). Statistical analyses, including differential expression analysis, receiver operating characteristic curves and survival analysis (Cox proportional-hazards regression models) were performed.
A comprehensive analysis revealed the changes in the expression of different KLK genes associated with specific cancers and highlighted their potential as a diagnostic and prognostic tool.
本研究旨在比较和对比激肽释放酶(KLK)基因家族所有成员在15种癌症类型中的表达情况,并评估它们作为诊断和预后生物标志物的效用。
在各种癌症中发现不同激肽释放酶基因的表达存在严重改变。有趣的是,肾透明细胞癌和乳头状癌具有相似的激肽释放酶表达谱,而嫌色性肾细胞癌具有独特的表达谱。几个KLK基因对嫌色性肾细胞癌、肾乳头状癌、透明细胞肾细胞癌、甲状腺癌和结肠腺癌具有出色的生物标志物潜力(曲线下面积>0.90)。几个KLK基因与透明细胞肾细胞癌、乳头状肾细胞癌、尿路上皮膀胱癌和肝细胞癌的死亡率显著相关。
从癌症基因组图谱(TCGA)下载RNA测序基因表达数据。进行了包括差异表达分析、受试者工作特征曲线和生存分析(Cox比例风险回归模型)在内的统计分析。
全面分析揭示了与特定癌症相关的不同KLK基因表达的变化,并突出了它们作为诊断和预后工具的潜力。