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乳腺癌患者来源的肿瘤异种移植模型转移过程中的遗传异质性和克隆进化。

Genetic heterogeneity and clonal evolution during metastasis in breast cancer patient-derived tumor xenograft models.

作者信息

Sprouffske Kathleen, Kerr Grainne, Li Cheng, Prahallad Anirudh, Rebmann Ramona, Waehle Verena, Naumann Ulrike, Bitter Hans, Jensen Michael R, Hofmann Francesco, Brachmann Saskia M, Ferretti Stéphane, Kauffmann Audrey

机构信息

Disease Area Oncology, Novartis Institutes for BioMedical Research, Basel, Switzerland.

Biotherapeutic and Analytical Technologies, Novartis Institutes for BioMedical Research, Basel, Switzerland.

出版信息

Comput Struct Biotechnol J. 2020 Jan 31;18:323-331. doi: 10.1016/j.csbj.2020.01.008. eCollection 2020.

Abstract

Genetic heterogeneity within a tumor arises by clonal evolution, and patients with highly heterogeneous tumors are more likely to be resistant to therapy and have reduced survival. Clonal evolution also occurs when a subset of cells leave the primary tumor to form metastases, which leads to reduced genetic heterogeneity at the metastatic site. Although this process has been observed in human cancer, experimental models which recapitulate this process are lacking. Patient-derived tumor xenografts (PDX) have been shown to recapitulate the patient's original tumor's intra-tumor genetic heterogeneity, as well as its genomics and response to treatment, but whether they can be used to model clonal evolution in the metastatic process is currently unknown. Here, we address this question by following genetic changes in two breast cancer PDX models during metastasis. First, we discovered that mouse stroma can be a confounding factor in assessing intra-tumor heterogeneity by whole exome sequencing, thus we developed a new bioinformatic approach to correct for this. Finally, in a spontaneous, but not experimental (tail-vein) metastasis model we observed a loss of heterogeneity in PDX metastases compared to their orthotopic "primary" tumors, confirming that PDX models can faithfully mimic the clonal evolution process undergone in human patients during metastatic spreading.

摘要

肿瘤内的基因异质性通过克隆进化产生,具有高度异质性肿瘤的患者更有可能对治疗产生抗性且生存期缩短。当一部分细胞离开原发性肿瘤形成转移灶时也会发生克隆进化,这会导致转移部位的基因异质性降低。尽管在人类癌症中已观察到这一过程,但缺乏能够重现该过程的实验模型。患者来源的肿瘤异种移植(PDX)已被证明能够重现患者原发肿瘤的肿瘤内基因异质性及其基因组学和对治疗的反应,但它们是否可用于模拟转移过程中的克隆进化目前尚不清楚。在这里,我们通过追踪两种乳腺癌PDX模型在转移过程中的基因变化来解决这个问题。首先,我们发现小鼠基质可能是通过全外显子组测序评估肿瘤内异质性的一个混杂因素,因此我们开发了一种新的生物信息学方法来对此进行校正。最后,在一个自发而非实验性(尾静脉)转移模型中,我们观察到与原位“原发”肿瘤相比,PDX转移灶中的异质性有所丧失,证实PDX模型能够如实地模拟人类患者在转移扩散过程中经历的克隆进化过程。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5b9a/7026725/bc2067fb5bfd/ga1.jpg

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