Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, University of Southern California, Los Angeles, California.
Molecular and Computational Biology, Department of Biological Sciences, University of Southern California, Los Angeles, California.
Mol Cancer Res. 2021 Dec;19(12):2036-2045. doi: 10.1158/1541-7786.MCR-21-0383. Epub 2021 Aug 30.
Metastatic castration-resistant prostate cancer (mCRPC) includes a subset of patients with particularly unfavorable prognosis characterized by combined defects in at least two of three tumor suppressor genes: , , and as aggressive variant prostate cancer molecular signature (AVPC-MS). We aimed to identify circulating tumor cells (CTC) signatures that could inform treatment decisions of patients with mCRPC with cabazitaxel-carboplatin combination therapy versus cabazitaxel alone. Liquid biopsy samples were collected prospectively from 79 patients for retrospective analysis. CTCs were detected, classified, enumerated through a computational pipeline followed by manual curation, and subjected to single-cell genome-wide copy-number profiling for AVPC-MS detection. On the basis of immunofluorescence intensities, detected rare cells were classified into 8 rare-cell groups. Further morphologic characterization categorized CTC subtypes from 4 cytokeratin-positive rare-cell groups, utilizing presence of mesenchymal features and platelet attachment. Of 79 cases, 77 (97.5%) had CTCs, 24 (30.4%) were positive for platelet-coated CTCs (pc.CTCs) and 25 (38.5%) of 65 sequenced patients exhibited AVPC-MS in CTCs. Survival analysis indicated that the presence of pc.CTCs identified the subset of patients who were AVPC-MS-positive with the worst prognosis and minimal benefit from combination therapy. In AVPC-MS-negative patients, its presence showed significant survival improvement from combination therapy. Our findings suggest the presence of pc.CTCs as a predictive biomarker to further stratify AVPC subsets with the worst prognosis and the most significant benefit of additional platinum therapy. IMPLICATIONS: HDSCA3.0 can be performed with rare cell detection, categorization, and genomic characterization for pc.CTC identification and AVPC-MS detection as a potential predictive biomarker of mCRPC.
转移性去势抵抗性前列腺癌(mCRPC)包括一组预后特别差的患者,其特征是至少有三个肿瘤抑制基因中的两个存在缺陷: 、 和 ,表现为侵袭性前列腺癌分子特征(AVPC-MS)。我们旨在确定循环肿瘤细胞(CTC)特征,以告知 mCRPC 患者接受卡巴他赛-卡铂联合治疗与单独卡巴他赛治疗的决策。前瞻性采集了 79 例患者的液体活检样本进行回顾性分析。通过计算流程检测、分类、计数 CTC,随后进行手动编辑,并对其进行单细胞全基因组拷贝数分析以检测 AVPC-MS。根据免疫荧光强度,检测到的稀有细胞被分为 8 个稀有细胞群。进一步的形态学特征对来自 4 个角蛋白阳性稀有细胞群的 CTC 亚型进行分类,利用存在间充质特征和血小板附着。在 79 例病例中,77 例(97.5%)有 CTC,24 例(30.4%)有血小板包裹的 CTC(pc.CTC),25 例(38.5%)接受测序的 65 例患者中有 CTC 表现出 AVPC-MS。生存分析表明,pc.CTC 的存在可确定出一组预后最差且从联合治疗中获益最小的 AVPC-MS 阳性患者。在 AVPC-MS 阴性患者中,pc.CTC 的存在表明从联合治疗中获益显著提高。我们的研究结果表明,pc.CTC 的存在可作为预测生物标志物,进一步分层预后最差且从附加铂类治疗中获益最大的 AVPC 亚组。意义:HDSCA3.0 可以与稀有细胞检测、分类和基因组特征一起进行,以识别 pc.CTC 和 AVPC-MS,作为 mCRPC 的潜在预测生物标志物。