Department of Biochemistry and Molecular Biology, Augusta University, 1410 Laney Walker Boulevard, Augusta, GA, 30912, USA.
Veterans Affairs Medical Center, San Francisco, USA.
Sci Rep. 2021 Apr 15;11(1):8279. doi: 10.1038/s41598-021-87441-2.
Neuroendocrine prostate cancer (NEPC), a highly aggressive variant of castration-resistant prostate cancer (CRPC), often emerges upon treatment with androgen pathway inhibitors, via neuroendocrine differentiation. Currently, NEPC diagnosis is challenging as available markers are not sufficiently specific. Our objective was to identify novel, extracellular vesicles (EV)-based biomarkers for diagnosing NEPC. Towards this, we performed small RNA next generation sequencing in serum EVs isolated from a cohort of CRPC patients with adenocarcinoma characteristics (CRPC-Adeno) vs CRPC-NE and identified significant dysregulation of 182 known and 4 novel miRNAs. We employed machine learning algorithms to develop an 'EV-miRNA classifier' that could robustly stratify 'CRPC-NE' from 'CRPC-Adeno'. Examination of protein repertoire of exosomes from NEPC cellular models by mass spectrometry identified thrombospondin 1 (TSP1) as a specific biomarker. In view of our results, we propose that a miRNA panel and TSP1 can be used as novel, non-invasive tools to identify NEPC and guide treatment decisions. In conclusion, our study identifies for the first time, novel non-invasive exosomal/extracellular vesicle based biomarkers for detecting neuroendocrine differentiation in advanced castration resistant prostate cancer patients with important translational implications in clinical management of these patients that is currently extremely challenging.
神经内分泌前列腺癌(NEPC)是一种对去势抵抗性前列腺癌(CRPC)具有高度侵袭性的变异型,通常在雄激素通路抑制剂治疗后通过神经内分泌分化而出现。目前,由于缺乏足够特异性的标志物,NEPC 的诊断仍然具有挑战性。我们的目标是确定新型的、基于细胞外囊泡(EV)的生物标志物,用于诊断 NEPC。为此,我们对一组具有腺癌特征的 CRPC 患者(CRPC-Adeno)与 CRPC-NE 患者的血清 EV 中进行了小 RNA 下一代测序,并发现了 182 个已知和 4 个新的 miRNA 的显著失调。我们采用机器学习算法开发了一种“EV-miRNA 分类器”,可以可靠地区分“CRPC-NE”和“CRPC-Adeno”。通过质谱法对 NEPC 细胞模型的外泌体蛋白质谱进行检查,鉴定出了血小板反应蛋白 1(TSP1)作为一种特异性生物标志物。鉴于我们的研究结果,我们提出可以使用 miRNA 面板和 TSP1 作为新型的非侵入性工具,用于识别 NEPC 并指导治疗决策。总之,我们的研究首次确定了用于检测晚期去势抵抗性前列腺癌患者神经内分泌分化的新型非侵入性细胞外囊泡/细胞外小泡基于的生物标志物,这对于这些患者的临床管理具有重要的转化意义,目前这些患者的临床管理极具挑战性。