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Genomic Analysis of Localized High-Risk Prostate Cancer Circulating Tumor Cells at the Single-Cell Level

机译:单细胞水平局部高风险前列腺癌循环肿瘤细胞的基因组分析

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摘要

Accurate risk classification of men with localized high-risk prostate cancer directly affects treatment management decisions and patient outcomes. A wide range of risk assessments and classifications are available. However, each one has significant limitations to distinguish between indolent and aggressive prostate cancers. Circulating tumor cells (CTCs) may provide an alternate additional source, beyond tissue biopsies, to enable individual patient-specific clinical assessment, simply because CTCs can reveal both tumor-derived and germline-specific genetic information more precisely than that gained from a single diagnostic biopsy. In this study, we combined a filtration-based CTC isolation technology with prostate cancer CTC immunophenotyping to identify prostate cancer CTCs. Next, we performed 3-D telomere profiling prior to laser microdissection and single-cell whole-exome sequencing (WES) of 21 CTCs and 4 lymphocytes derived from 10 localized high-risk prostate cancer patient samples. Localized high-risk prostate cancer patient CTCs present a high number of telomere signals with lower signal intensities (short telomeres). To capture the genetic diversity/heterogeneity of high-risk prostate cancer CTCs, we carried out whole-exome sequencing. We identified 202,241 single nucleotide variants (SNVs) and 137,407 insertion-deletions (indels), where less than 10% of these genetic variations were within coding regions. The genetic variation (SNVs + indels) and copy number alteration (CNAs) profiles were highly heterogeneous and intra-patient CTC variation was observed. The pathway enrichment analysis showed the presence of genetic variation in nine telomere maintenance pathways (patients 3, 5, 6, and 7), including an important gene for telomere maintenance called telomeric repeat-binding factor 2 (TRF2). Using the PharmGKB database, we identified nine genetic variations associated with response to docetaxel. A total of 48 SNVs can affect drug response for 24 known cancer drugs. Gene Set Enrichment Analysis (GSEA) (patients 1, 3, 6, and 8) identified the presence of CNAs in 11 different pathways, including the DNA damage repair (DDR) pathway. In conclusion, single-cell approaches (WES and 3-D telomere profiling) showed to be useful in unmasking CTC heterogeneity. DDR pathway mutations have been well-established as a target pathway for cancer therapy. However, the frequent CNA amplifications found in localized high-risk patients may play critical roles in the therapeutic resistance in prostate cancer.
机译:具有本地化高风险前列腺癌的男性的准确风险分类直接影响治疗管理决策和患者结果。提供广泛的风险评估和分类。然而,每个人具有显着的局限性,以区分惰性和侵略性的前列腺癌。循环肿瘤细胞(CTC)可以提供超出组织活组织检查的交替的附加源,以使个体患者特异性临床评估,仅仅因为CTC可以更精确地揭示肿瘤衍生和种类特异性遗传信息,而不是从单一诊断中获得的活检。在这项研究中,我们组合了一种基于过滤的CTC隔离技术,具有前列腺癌CTC免疫蛋白型以鉴定前列腺癌CTC。接下来,我们在激光微粉和21个CTCS的单细胞全外壳测序(WES)之前进行了3-D端粒谱分析,以及来自10个局部高风险前列腺癌患者样品的4个淋巴细胞。局部高风险前列腺癌患者CTCS呈现具有较低信号强度(短端粒)的端粒信号。为了捕获高风险前列腺癌CTC的遗传多样性/异质性,我们进行了全面的序列。我们鉴定了202,241个单核苷酸变体(SNV)和137,407插入缺失(吲哚),其中这些遗传变异的少于10%在编码区内。遗传变异(SNVS + indels)和拷贝数改变(CNA)型材是高度异构的,并且观察到患有患者的患者的CTC变异。途径富集分析显示九个端粒维持途径(3,5,6和7患者)的遗传变异存在,包括称为端粒重复结合因子2(TRF2)的端粒维持的重要基因。使用PharmGKB数据库,我们确定了与多西紫杉醇的反应相关的九个遗传变异。共有48只SNV可以影响24种已知癌症药物的药物反应。基因设定富集分析(GSEA)(患者1,3,6和8)鉴定了11种不同途径中CNA的存在,包括DNA损伤修复(DDR)途径。总之,单细胞方法(WES和3-D端粒分析)显示在揭露CTC异质性中是有用的。 DDR途径突变已被确定为癌症治疗的目标途径。然而,局部高风险患者中发现的频繁CNA扩增可能在前列腺癌中的治疗性中发挥关键作用。

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