Systematic profiling of conditional pathway activation identifies context-dependent synthetic lethalities

IF 31.7 1区 生物学 Q1 GENETICS & HEREDITY Nature genetics Pub Date : 2023-09-25 DOI:10.1038/s41588-023-01515-7
Liang Chang, Nancy Y. Jung, Adel Atari, Diego J. Rodriguez, Devishi Kesar, Tian-Yu Song, Matthew G. Rees, Melissa Ronan, Ruitong Li, Paloma Ruiz, Saireudee Chaturantabut, Takahiro Ito, Laurens M. van Tienen, Yuen-Yi Tseng, Jennifer A. Roth, William R. Sellers
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Abstract

The paradigm of cancer-targeted therapies has focused largely on inhibition of critical pathways in cancer. Conversely, conditional activation of signaling pathways as a new source of selective cancer vulnerabilities has not been deeply characterized. In this study, we sought to systematically identify context-specific gene-activation-induced lethalities in cancer. To this end, we developed a method for gain-of-function genetic perturbations simultaneously across ~500 barcoded cancer cell lines. Using this approach, we queried the pan-cancer vulnerability landscape upon activating ten key pathway nodes, revealing selective activation dependencies of MAPK and PI3K pathways associated with specific biomarkers. Notably, we discovered new pathway hyperactivation dependencies in subsets of APC-mutant colorectal cancers where further activation of the WNT pathway by APC knockdown or direct β-catenin overexpression led to robust antitumor effects in xenograft and patient-derived organoid models. Together, this study reveals a new class of conditional gene-activation dependencies in cancer. Gain-of-function perturbation screens across 488 barcoded cell lines identify context-specific activation lethalities. The authors show that cells with MAPK, PI3K and WNT pathway activation are vulnerable to mutations that lead to further activation, suggesting a new strategy for treating tumors driven by these oncogenic pathways.

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条件通路激活的系统分析确定了上下文相关的合成致死率。
癌症靶向治疗的范式主要集中在抑制癌症的关键途径上。相反,信号通路的条件激活作为选择性癌症脆弱性的新来源尚未得到深入表征。在这项研究中,我们试图系统地识别癌症中特定于环境的基因激活诱导的死亡率。为此,我们开发了一种在约500个条形码癌症细胞系中同时进行功能增益遗传扰动的方法。使用这种方法,我们在激活十个关键通路节点时查询了泛癌脆弱性景观,揭示了与特定生物标志物相关的MAPK和PI3K通路的选择性激活依赖性。值得注意的是,我们在APC突变结直肠癌的亚群中发现了新的通路过度激活依赖性,其中通过APC敲低或直接β-连环蛋白过表达对WNT通路的进一步激活在异种移植物和患者衍生的类器官模型中产生了强大的抗肿瘤作用。总之,这项研究揭示了癌症中一类新的条件基因激活依赖性。
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来源期刊
Nature genetics
Nature genetics 生物-遗传学
CiteScore
43.00
自引率
2.60%
发文量
241
审稿时长
3 months
期刊介绍: Nature Genetics publishes the very highest quality research in genetics. It encompasses genetic and functional genomic studies on human and plant traits and on other model organisms. Current emphasis is on the genetic basis for common and complex diseases and on the functional mechanism, architecture and evolution of gene networks, studied by experimental perturbation. Integrative genetic topics comprise, but are not limited to: -Genes in the pathology of human disease -Molecular analysis of simple and complex genetic traits -Cancer genetics -Agricultural genomics -Developmental genetics -Regulatory variation in gene expression -Strategies and technologies for extracting function from genomic data -Pharmacological genomics -Genome evolution
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