PO.TB04.07 · 肿瘤生物学
源自循环肿瘤细胞的三阴性乳腺癌类器官,推进转移性癌症研究与耐药性研究
Triple negative breast cancer organoids derived from circulating tumor cells to advance metastatic cancer research and drug resistance studies
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摘要 Abstract
中文摘要
三阴性乳腺癌(TNBC)由于缺乏有效的靶向疗法且与其他乳腺癌亚型相比转移率更高,仍难以治疗。循环肿瘤细胞(CTC)是从原发肿瘤脱落、在循环系统中存活、随后在新环境中形成新转移瘤的一部分癌细胞。我们认为,正如我们已在多种实体瘤中所做的那样,可通过在体外培养功能性 CTC 来构建具有临床相关性的转移性 TNBC 模型。为更好地体现转移性肿瘤的生理特征,我们旨在将这些细胞培养成 3D 肿瘤类器官,以模拟由 CTC 建立早期转移的过程。这些 CTC 来源的肿瘤类器官将成为识别能够有效治疗转移性 TNBC 的新药或药物组合的宝贵平台。我们成功从一名未经治疗的 4 期 TNBC 患者血液中建立了 TNBC CTC 类器官系。我们从全血中分离含 CTC 的 PBMC,裂解残留红细胞并将其接种到专有的培养基和培养板系统中。为评估 PBMC 去除是否会改善 CTC 类器官的培养,我们测试了使用抗 CD45 磁珠从 PBMC 组分中去除免疫细胞。对培养物进行密切监测,每 2-3 天更换新鲜培养基,每 2-3 周传代至新培养板,从而稳定去除死亡细胞。该 TNBC CTC 类器官系至今已连续传代四个月,持续形成大小各异、最大可达 200 微米的类器官,并随时间推移生长速率略有增加。形态学显示为松散、不规则的聚集体,与其他乳腺癌类器官相似,但不同于结肠癌、肾癌及其他实体瘤 CTC 类器官所观察到的球形、致密堆积的类器官。由于这些类器官结构较松散,我们发现传代时使用 P1000 移液器机械解离(而非酶解离)能最好地维持细胞健康。该类器官系表达 EpCAM 和细胞角蛋白,但不表达 CD45,证实其上皮起源。继此前成功地用标准治疗化疗药物处理结肠癌和肾癌 CTC 类器官系并生成耐药克隆之后,我们正在对该 TNBC CTC 类器官系进行体外耐药克隆筛选,并对这些耐药克隆进行 RNA-Seq。基因表达数据通过内部 AI 算法与来自真实患者及其治疗结果的公共领域数据进行分析比对,以识别耐药机制。我们打算从新的患者样本中培养 TNBC CTC,以扩大我们的样本库,提高对 TNBC 多样性的代表性,并验证所识别的耐药机制。
查看英文原文 English abstract
Triple-negative breast cancer (TNBC) remains challenging to treat due to a lack of effective targeted therapies, and a higher rate of metastasis compared to other breast cancer subtypes. Circulating tumor cells (CTCs) are a subset of cancer cells that shed from the primary tumor, survive in the circulatory system, and then form new metastatic tumors in new environments (s). We believe that a clinically relevant model of metastatic TNBC could be built from cultivation of functional CTCs in vitro, as we have done so for several solid tumors. To better represent the physiology of metastatic tumors, we aimed to culture these cells into 3D tumor organoids to mimic the establishment of early metastasis from CTCs. These CTC-derived tumor organoids would be a valuable platform for identifying novel drugs or drug combinations capable of effectively treating metastatic TNBC. We successfully established a TNBC CTC organoid line from the blood of a treatment-naïve stage 4 TNBC patient. From whole blood, we isolated CTC-containing PBMC, lysing residual red blood cells and seeding them into a proprietary media and plate system. To evaluate whether PBMC depletion would improve the cultivation of CTC organoids, we tested the use of anti-CD45 magnetic beads to deplete immune cells from the PBMC fraction. The cultures were closely monitored and replenished with fresh media every 2-3 days, and passaged to fresh plates every 2-3 weeks, enabling the steady removal of dead cells. This CTC organoid line of TNBC has been continuously passaged for four months now, consistently forms organoids of various sizes and as large as 200 microns, and slightly increases its growth rate over time. Morphology shows loose and irregular aggregates, similar to other breast cancer organoids, but unlike the spherical and densely packed organoids observed from CTC organoids from colon, renal, and other solid tumors. Due to the looser structure of these organoids, we found that cell health was best maintained during passaging by dissociating mechanically using a P1000 pipette, as opposed to enzymatic dissociation. This organoid line expresses EpCAM and cytokeratin, but not CD45, confirming an epithelial origin. Following our previous success in generating drug-resistant colonies from treating CTC organoid lines from colon and renal cancers with standard of care chemotherapy drugs, we are performing in vitro drug resistance colony selection on this TNBC CTC organoid line and applying RNA-Seq on these drug-resistant clones. Gene expression data are analyzed against public domain data from real patients and their treatment outcomes using an in-house AI algorithm to identify mechanisms of drug resistance. We intend to culture TNBC CTCs from new patient samples to increase our bank size, to improve our representation of the diversity of TNBC and validate the identified drug resistance mechanisms
利益披露 Disclosure
S. Shih,
Cellentia, Inc. Employment, g., Board of Directors, non-salaried role), Stock Option.
Merck Stock.
D. Hsieh,
Cellentian, Inc. Employment, Stock Option.
F. Hsieh,
Cellentia, Inc. Employment, Stock Option.
H. Lin, None.
H. Ren,
Precision AI, Inc. Employment, Stock Option.