Long Qi, Xu Jianpeng, Osunkoya Adeboye O, Sannigrahi Soma, Johnson Brent A, Zhou Wei, Gillespie Theresa, Park Jong Y, Nam Robert K, Sugar Linda, Stanimirovic Aleksandra, Seth Arun K, Petros John A, Moreno Carlos S
Authors' Affiliations: Departments of Biomedical Informatics, Biostatistics and Bioinformatics, Pathology and Laboratory Medicine, Urology, Hematology and Medical Oncology, Human Genetics, and Surgery; Winship Cancer Institute, Emory University, Atlanta; Atlanta VA Medical Center, Decatur, Georgia; Department of Cancer Epidemiology, Moffitt Cancer Center, Tampa, Florida; Department of Laboratory Medicine and Pathobiology, University of Toronto; and Department of Anatomic Pathology, Sunnybrook Health Sciences Centre, Toronto, OntarioAuthors' Affiliations: Departments of Biomedical Informatics, Biostatistics and Bioinformatics, Pathology and Laboratory Medicine, Urology, Hematology and Medical Oncology, Human Genetics, and Surgery; Winship Cancer Institute, Emory University, Atlanta; Atlanta VA Medical Center, Decatur, Georgia; Department of Cancer Epidemiology, Moffitt Cancer Center, Tampa, Florida; Department of Laboratory Medicine and Pathobiology, University of Toronto; and Department of Anatomic Pathology, Sunnybrook Health Sciences Centre, Toronto, Ontario.
Authors' Affiliations: Departments of Biomedical Informatics, Biostatistics and Bioinformatics, Pathology and Laboratory Medicine, Urology, Hematology and Medical Oncology, Human Genetics, and Surgery; Winship Cancer Institute, Emory University, Atlanta; Atlanta VA Medical Center, Decatur, Georgia; Department of Cancer Epidemiology, Moffitt Cancer Center, Tampa, Florida; Department of Laboratory Medicine and Pathobiology, University of Toronto; and Department of Anatomic Pathology, Sunnybrook Health Sciences Centre, Toronto, Ontario.
Cancer Res. 2014 Jun 15;74(12):3228-37. doi: 10.1158/0008-5472.CAN-13-2699. Epub 2014 Apr 8.
Prostate cancer remains the second leading cause of cancer death in American men and there is an unmet need for biomarkers to identify patients with aggressive disease. In an effort to identify biomarkers of recurrence, we performed global RNA sequencing on 106 formalin-fixed, paraffin-embedded prostatectomy samples from 100 patients at three independent sites, defining a 24-gene signature panel. The 24 genes in this panel function in cell-cycle progression, angiogenesis, hypoxia, apoptosis, PI3K signaling, steroid metabolism, translation, chromatin modification, and transcription. Sixteen genes have been associated with cancer, with five specifically associated with prostate cancer (BTG2, IGFBP3, SIRT1, MXI1, and FDPS). Validation was performed on an independent publicly available dataset of 140 patients, where the new signature panel outperformed markers published previously in terms of predicting biochemical recurrence. Our work also identified differences in gene expression between Gleason pattern 4 + 3 and 3 + 4 tumors, including several genes involved in the epithelial-to-mesenchymal transition and developmental pathways. Overall, this study defines a novel biomarker panel that has the potential to improve the clinical management of prostate cancer.
前列腺癌仍然是美国男性癌症死亡的第二大主要原因,对于能够识别侵袭性疾病患者的生物标志物存在未满足的需求。为了识别复发的生物标志物,我们对来自三个独立地点的100名患者的106份福尔马林固定、石蜡包埋的前列腺切除样本进行了全基因组RNA测序,确定了一个包含24个基因的特征 panel。该 panel 中的24个基因在细胞周期进程、血管生成、缺氧、细胞凋亡、PI3K信号传导、类固醇代谢、翻译、染色质修饰和转录中发挥作用。16个基因与癌症相关,其中5个基因与前列腺癌特异性相关(BTG2、IGFBP3、SIRT1、MXI1和FDPS)。在一个包含140名患者的独立公开可用数据集中进行了验证,在预测生化复发方面,新的特征 panel 优于先前发表的标志物。我们的研究还确定了Gleason模式4 + 3和3 + 4肿瘤之间基因表达的差异,包括几个参与上皮-间质转化和发育途径的基因。总体而言,这项研究定义了一个新的生物标志物 panel,有可能改善前列腺癌的临床管理。