Department of Radiation Oncology, Perlmutter Cancer Center, New York University Medical Center, New York, NY 10016, USA.
Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.
Cell Metab. 2021 Jan 5;33(1):199-210.e8. doi: 10.1016/j.cmet.2020.10.018. Epub 2020 Nov 4.
Pancreatic ductal adenocarcinoma (PDA) is a deadly cancer characterized by complex metabolic adaptations that promote survival in a severely hypoxic and nutrient-limited tumor microenvironment (TME). Modeling microenvironmental influences in cell culture has been challenging, and technical limitations have hampered the comprehensive study of tumor-specific metabolism in vivo. To systematically interrogate metabolic vulnerabilities in PDA, we employed parallel CRISPR-Cas9 screens using in vivo and in vitro systems. This work revealed striking overlap of in vivo metabolic dependencies with those in vitro. Moreover, we identified that intercellular nutrient sharing can mask dependencies in pooled screens, highlighting a limitation of this approach to study tumor metabolism. Furthermore, metabolic dependencies were similar between 2D and 3D culture, although 3D culture may better model vulnerabilities that influence certain oncogenic signaling pathways. Lastly, our work demonstrates the power of genetic screening approaches to define in vivo metabolic dependencies and pathways that may have therapeutic utility.
胰腺导管腺癌 (PDA) 是一种致命的癌症,其特征是复杂的代谢适应,这些适应促进了在严重缺氧和营养有限的肿瘤微环境 (TME) 中的存活。在细胞培养中模拟微环境的影响一直具有挑战性,技术限制阻碍了对肿瘤特异性代谢的全面研究。为了系统地研究 PDA 的代谢脆弱性,我们使用体内和体外系统同时进行了 CRISPR-Cas9 敲除筛选。这项工作揭示了体内代谢依赖性与体外代谢依赖性之间存在惊人的重叠。此外,我们还发现细胞间营养共享可以掩盖 pooled 筛选中的依赖性,这突出了这种方法在研究肿瘤代谢方面的局限性。此外,二维和三维培养之间的代谢依赖性相似,尽管三维培养可能更好地模拟影响某些致癌信号通路的脆弱性。最后,我们的工作证明了遗传筛选方法在定义体内代谢依赖性和可能具有治疗用途的途径方面的强大功能。