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通过循环肿瘤细胞的单细胞转录组学分析发现控制胰腺癌转移的新靶点

Discovery of New Targets to Control Metastasis in Pancreatic Cancer by Single-cell Transcriptomics Analysis of Circulating Tumor Cells.

作者信息

Dimitrov-Markov Spas, Perales-Patón Javier, Bockorny Bruno, Dopazo Ana, Muñoz Manuel, Baños Natalia, Bonilla Victoria, Menendez Camino, Duran Yolanda, Huang Ling, Perea Sofia, Muthuswamy Senthil K, Al-Shahrour Fatima, Lopez-Casas Pedro P, Hidalgo Manuel

机构信息

GI Cancer Clinical Research Unit, Spanish National Cancer Research Centre (CNIO), Madrid, Spain.

Bioinformatics Unit, Spanish National Cancer Research Centre (CNIO), Madrid, Spain.

出版信息

Mol Cancer Ther. 2020 Aug;19(8):1751-1760. doi: 10.1158/1535-7163.MCT-19-1166. Epub 2020 Jun 4.

Abstract

Metastasis development is the leading cause of cancer-related mortality in pancreatic ductal adenocarcinoma (PDAC) and yet, few preclinical systems to recapitulate its full spreading process are available. Thus, modeling of tumor progression to metastasis is urgently needed. In this work, we describe the generation of highly metastatic PDAC patient-derived xenograft (PDX) mouse models and subsequent single-cell RNA-sequencing (RNA-seq) of circulating tumor cells (CTC), isolated by human HLA sorting, to identify altered signaling and metabolic pathways, as well as potential therapeutic targets. The mouse models developed liver and lung metastasis with a high reproducibility rate. Isolated CTCs were highly tumorigenic, had metastatic potential, and single-cell RNA-seq showed that their expression profiles clustered separately from those of their matched primary and metastatic tumors and were characterized by low expression of cell-cycle and extracellular matrix-associated genes. CTC transcriptomics identified survivin (BIRC5), a key regulator of mitosis and apoptosis, as one of the highest upregulated genes during metastatic spread. Pharmacologic inhibition of survivin with YM155 or survivin knockdown promoted cell death in organoid models as well as anoikis, suggesting that survivin facilitates cancer cell survival in circulation. Treatment of metastatic PDX models with YM155 alone and in combination with chemotherapy hindered the metastatic development resulting in improved survival. Metastatic PDX mouse model development allowed the identification of survivin as a promising therapeutic target to prevent the metastatic dissemination in PDAC.

摘要

转移是胰腺导管腺癌(PDAC)患者癌症相关死亡的主要原因,但目前能够重现其完整转移过程的临床前模型却很少。因此,迫切需要建立肿瘤进展到转移的模型。在这项研究中,我们描述了高度转移性的源自PDAC患者的异种移植(PDX)小鼠模型的构建,以及随后通过人HLA分选分离循环肿瘤细胞(CTC)并进行单细胞RNA测序(RNA-seq),以识别改变的信号传导和代谢途径以及潜在的治疗靶点。所构建的小鼠模型发生肝转移和肺转移的重现率很高。分离出的CTC具有高度致瘤性和转移潜力,单细胞RNA-seq显示它们的表达谱与匹配的原发性和转移性肿瘤的表达谱分开聚集,其特征是细胞周期和细胞外基质相关基因的低表达。CTC转录组学确定生存素(BIRC5)是有丝分裂和细胞凋亡的关键调节因子,是转移扩散过程中上调程度最高的基因之一。用YM155对生存素进行药理抑制或敲低生存素可促进类器官模型中的细胞死亡以及失巢凋亡,这表明生存素促进癌细胞在循环中的存活。单独使用YM155以及与化疗联合治疗转移性PDX模型可阻碍转移发展,从而提高生存率。转移性PDX小鼠模型的构建使得生存素被确定为预防PDAC转移扩散的一个有前景的治疗靶点。

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