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一种使用 DepMap 优先考虑癌症特定类型治疗弱点的新方法将 PAK2 鉴定为头颈部鳞状细胞癌的一个靶点。

A novel pipeline for prioritizing cancer type-specific therapeutic vulnerabilities using DepMap identifies PAK2 as a target in head and neck squamous cell carcinomas.

机构信息

Department of Otorhinolaryngology-Head and Neck Surgery, University of Pennsylvania, Philadelphia, PA, USA.

Department of Medicine, University of Pennsylvania, Philadelphia, PA, USA.

出版信息

Mol Oncol. 2024 Feb;18(2):336-349. doi: 10.1002/1878-0261.13558. Epub 2023 Dec 13.

DOI:10.1002/1878-0261.13558
PMID:37997254
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10850805/
Abstract

There is limited guidance on exploiting the genome-wide loss-of-function CRISPR screens in cancer Dependency Map (DepMap) to identify new targets for individual cancer types. This study integrated multiple tools to filter these data in order to seek new therapeutic targets specific to head and neck squamous cell carcinoma (HNSCC). The resulting pipeline prioritized 143 targetable dependencies that represented both well-studied targets and emerging target classes like mitochondrial carriers and RNA-binding proteins. In total, 14 targets had clinical inhibitors used for other cancers or nonmalignant diseases that hold near-term potential to repurpose for HNSCC therapy. Comparing inhibitor response data that were publicly available for 13 prioritized targets between the cell lines with high vs. low dependency on each target uncovered novel therapeutic potential for the PAK2 serine/threonine kinase. PAK2 gene dependency was found to be associated with wild-type p53, low PAK2 mRNA, and diploid status of the 3q amplicon containing PAK2. These findings establish a generalizable pipeline to prioritize clinically relevant targets for individual cancer types using DepMap. Its application to HNSCC highlights novel relevance for PAK2 inhibition and identifies biomarkers of PAK2 inhibitor response.

摘要

利用基因组范围内的功能丧失 CRISPR 筛选在癌症依赖图谱(DepMap)中识别新的癌症靶点的指导有限。本研究整合了多种工具来筛选这些数据,以便寻找针对头颈部鳞状细胞癌(HNSCC)的新治疗靶点。由此产生的管道优先考虑了 143 个可靶向的依赖性,这些依赖性既包括研究充分的靶点,也包括新兴的靶点类别,如线粒体载体和 RNA 结合蛋白。总共有 14 个靶标具有用于其他癌症或非恶性疾病的临床抑制剂,这些抑制剂具有在短期内重新用于 HNSCC 治疗的潜力。将公共可用的 13 个优先靶标在细胞系中的抑制剂反应数据进行比较,这些细胞系对每个靶标具有高依赖性或低依赖性,揭示了 PAK2 丝氨酸/苏氨酸激酶的新治疗潜力。发现 PAK2 基因依赖性与野生型 p53、低 PAK2 mRNA 和包含 PAK2 的 3q 扩增子的二倍体状态有关。这些发现为使用 DepMap 为个体癌症类型优先考虑临床相关靶点建立了一个可推广的管道。它在 HNSCC 中的应用突出了 PAK2 抑制的新相关性,并确定了 PAK2 抑制剂反应的生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb6d/10850805/295caa3b6629/MOL2-18-336-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb6d/10850805/d8686d3a5826/MOL2-18-336-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb6d/10850805/5b75c9ac22be/MOL2-18-336-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb6d/10850805/a6af82d81f91/MOL2-18-336-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb6d/10850805/295caa3b6629/MOL2-18-336-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb6d/10850805/d8686d3a5826/MOL2-18-336-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb6d/10850805/5b75c9ac22be/MOL2-18-336-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb6d/10850805/a6af82d81f91/MOL2-18-336-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb6d/10850805/295caa3b6629/MOL2-18-336-g005.jpg

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