Shukla Sudhanshu, Zhang Xiang, Niknafs Yashar S, Xiao Lanbo, Mehra Rohit, Cieślik Marcin, Ross Ashley, Schaeffer Edward, Malik Bhavna, Guo Shuling, Freier Susan M, Bui Huynh-Hoa, Siddiqui Javed, Jing Xiaojun, Cao Xuhong, Dhanasekaran Saravana M, Feng Felix Y, Chinnaiyan Arul M, Malik Rohit
Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, USA; Department of Pathology, University of Michigan, Ann Arbor, USA.
Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, USA; Department of Urology, Qilu Hospital of Shandong University, Jinan, China.
Neoplasia. 2016 Aug;18(8):489-99. doi: 10.1016/j.neo.2016.07.001.
Rapid advances in the discovery of long noncoding RNAs (lncRNAs) have identified lineage- and cancer-specific biomarkers that may be relevant in the clinical management of prostate cancer (PCa). Here we assembled and analyzed a large RNA-seq dataset, from 585 patient samples, including benign prostate tissue and both localized and metastatic PCa to discover and validate differentially expressed genes associated with disease aggressiveness. We performed Sample Set Enrichment Analysis (SSEA) and identified genes associated with low versus high Gleason score in the RNA-seq database. Comparing Gleason 6 versus 9+ PCa samples, we identified 99 differentially expressed genes with variable association to Gleason grade as well as robust expression in prostate cancer. The top-ranked novel lncRNA PCAT14, exhibits both cancer and lineage specificity. On multivariate analysis, low PCAT14 expression independently predicts for BPFS (P=.00126), PSS (P=.0385), and MFS (P=.000609), with trends for OS as well (P=.056). An RNA in-situ hybridization (ISH) assay for PCAT14 distinguished benign vs malignant cases, as well as high vs low Gleason disease. PCAT14 is transcriptionally regulated by AR, and endogenous PCAT14 overexpression suppresses cell invasion. Thus, Using RNA-sequencing data we identify PCAT14, a novel prostate cancer and lineage-specific lncRNA. PCAT14 is highly expressed in low grade disease and loss of PCAT14 predicts for disease aggressiveness and recurrence.
长链非编码RNA(lncRNA)发现方面的迅速进展,已鉴定出可能与前列腺癌(PCa)临床管理相关的谱系特异性和癌症特异性生物标志物。在此,我们收集并分析了一个来自585例患者样本的大型RNA测序数据集,这些样本包括良性前列腺组织以及局限性和转移性PCa,以发现并验证与疾病侵袭性相关的差异表达基因。我们进行了样本集富集分析(SSEA),并在RNA测序数据库中鉴定出与低Gleason评分和高Gleason评分相关的基因。比较Gleason 6级与9 +级PCa样本,我们鉴定出99个差异表达基因,这些基因与Gleason分级存在可变关联,并且在前列腺癌中具有较强的表达。排名最靠前的新型lncRNA PCAT14具有癌症和谱系特异性。多变量分析显示,低PCAT14表达独立预测生化无进展生存期(BPFS,P = 0.00126)、无进展生存期(PSS,P = 0.0385)和远处转移无进展生存期(MFS,P = 0.000609),总生存期也有相关趋势(P = 0.056)。针对PCAT14的RNA原位杂交(ISH)检测能够区分良性与恶性病例,以及高Gleason分级与低Gleason分级疾病。PCAT14受雄激素受体(AR)转录调控,内源性PCAT14过表达可抑制细胞侵袭。因此,利用RNA测序数据,我们鉴定出PCAT14,一种新型的前列腺癌和谱系特异性lncRNA。PCAT14在低级别疾病中高表达,PCAT14缺失预示疾病侵袭性和复发。