Department of Surgery, Ellis Fischel Cancer Center, University of Missouri, One Hospital Drive, Columbia, MO, 65212, USA.
Institute for Data Science and Informatics, University of Missouri, Columbia, MO, USA.
Mol Cancer. 2022 Mar 12;21(1):73. doi: 10.1186/s12943-022-01553-5.
Circulating tumor cells (CTCs) are liquid biopsies that represent micrometastatic disease and may offer unique insights into future recurrences in non-small cell lung cancer (NSCLC). Due to CTC rarity and limited stability, no stable CTC-derived xenograft (CDX) models have ever been generated from non-metastatic NSCLC patients directly. Alternative strategies are needed to molecularly characterize CTCs and means of potential future metastases in this potentially curable patient group.
Surgically resected NSCLC primary tumor tissues from non-metastatic patients were implanted subcutaneously in immunodeficient mice to establish primary tumor patient-derived xenograft (ptPDX) models. CTCs were isolated as liquid biopsies from the blood of ptPDX mice and re-implanted subcutaneously into naïve immunodeficient mice to generate liquid biopsy CTC-derived xenograft (CDX) tumor models. Single cell RNA sequencing was performed and validated in an external dataset of non-xenografted human NSCLC primary tumor and metastases tissues. Drug response testing in CDX models was performed with standard of care chemotherapy (carboplatin/paclitaxel). Blockade of MYC, which has a known role in drug resistance, was performed with a MYC/MAX dimerization inhibitor (10058-F4).
Out of ten ptPDX, two (20%) stable liquid biopsy CDX mouse models were generated. Single cell RNA sequencing analysis revealed an additional regenerative alveolar epithelial type II (AT2)-like cell population in CDX tumors that was also identified in non-xenografted NSCLC patients' metastases tissues. Drug testing using these CDX models revealed different treatment responses to carboplatin/paclitaxel. MYC target genes and c-MYC protein were upregulated in the chemoresistant CDX model, while MYC/MAX dimerization blocking could overcome chemoresistance to carboplatin/paclitaxel.
To overcome the lack of liquid biopsy CDX models from non-metastatic NSCLC patients, CDX models can be generated with CTCs from ptPDX models that were originally established from patients' primary tumors. Single cell analyses can identify distinct drug responses and cell heterogeneities in CDX tumors that can be validated in NSCLC metastases tissues. CDX models deserve further development and study to discover personalized strategies against micrometastases in non-metastatic NSCLC patients.
循环肿瘤细胞 (CTC) 是液体活检,代表微转移疾病,可能为非小细胞肺癌 (NSCLC) 的未来复发提供独特的见解。由于 CTC 的稀有性和稳定性有限,从未直接从非转移性 NSCLC 患者中生成过稳定的 CTC 衍生异种移植物 (CDX) 模型。需要替代策略来对 CTC 进行分子表征,并对这个潜在可治愈的患者群体中潜在的转移进行分析。
从非转移性患者的手术切除 NSCLC 原发性肿瘤组织中分离出来,将其皮下植入免疫缺陷小鼠中,建立原发性肿瘤患者衍生异种移植物 (ptPDX) 模型。从 ptPDX 小鼠的血液中分离出 CTC 作为液体活检,然后将其重新皮下植入幼稚免疫缺陷小鼠中,生成液体活检 CTC 衍生异种移植物 (CDX) 肿瘤模型。对非异种移植的人类 NSCLC 原发性肿瘤和转移组织的外部数据集进行了单细胞 RNA 测序和验证。使用标准护理化疗药物(卡铂/紫杉醇)对 CDX 模型进行药物反应测试。使用 MYC/MAX 二聚化抑制剂 (10058-F4) 对 MYC 进行阻断,MYC 已知在耐药性中起作用。
在十个 ptPDX 中,生成了两个 (20%) 稳定的液体活检 CDX 小鼠模型。单细胞 RNA 测序分析显示,在 CDX 肿瘤中还发现了一种额外的再生肺泡上皮 II 型 (AT2) 样细胞群,这种细胞群也在非异种移植的 NSCLC 患者转移组织中被发现。使用这些 CDX 模型进行药物测试显示,对卡铂/紫杉醇的治疗反应不同。在耐药性 CDX 模型中,MYC 靶基因和 c-MYC 蛋白上调,而 MYC/MAX 二聚化阻断可以克服对卡铂/紫杉醇的耐药性。
为了克服非转移性 NSCLC 患者缺乏液体活检 CDX 模型的问题,可以使用源自患者原发性肿瘤的 ptPDX 模型中的 CTC 来生成 CDX 模型。单细胞分析可以鉴定出 CDX 肿瘤中的不同药物反应和细胞异质性,并在 NSCLC 转移组织中进行验证。CDX 模型值得进一步开发和研究,以发现针对非转移性 NSCLC 患者微转移的个性化策略。