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

癌症研究 转移 胰腺癌 癌细胞 生物 循环肿瘤细胞 癌症 肿瘤细胞 细胞 计算生物学 转录组 基因表达 基因 遗传学
作者
Spas Dimitrov Markov,Javier Perales-Patón,Bruno Bockorny,Ana Dopazo,Manuel Muñoz,Natalia Baños,Victoria Bonilla,Camino Menéndez,Yolanda Durán,Ling Huang,Sofía Perea,Senthil K. Muthuswamy,Fátima Al‐Shahrour,Pedro P. López‐Casas,Manuel Hidalgo
出处
期刊:Molecular Cancer Therapeutics [American Association for Cancer Research]
卷期号:19 (8): 1751-1760 被引量:32
标识
DOI:10.1158/1535-7163.mct-19-1166
摘要

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.
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