Pan-cancer proteogenomics expands the landscape of therapeutic targets

被引:22
作者
Savage, Sara R. [1 ,2 ]
Yi, Xinpei [1 ,2 ]
Lei, Jonathan T. [1 ,2 ]
Wen, Bo [1 ,2 ]
Zhao, Hongwei [3 ,4 ]
Liao, Yuxing [1 ,2 ]
Jaehnig, Eric J. [1 ,2 ]
Somes, Lauren K. [5 ]
Shafer, Paul W. [5 ]
Lee, Tobie D. [1 ]
Fu, Zile [3 ,4 ]
Dou, Yongchao [1 ,2 ]
Shi, Zhiao [1 ,2 ]
Gao, Daming [6 ]
Hoyos, Valentina [1 ,5 ]
Gao, Qiang [3 ,4 ]
Zhang, Bing [1 ,2 ]
机构
[1] Baylor Coll Med, Lester & Sue Smith Breast Ctr, Houston, TX 77030 USA
[2] Baylor Coll Med, Dept Mol & Human Genet, Houston, TX 77030 USA
[3] Fudan Univ, Zhongshan Hosp, Liver Canc Inst, Dept Liver Surg & Transplantat, 180 Fenglin Rd, Shanghai 200032, Peoples R China
[4] Fudan Univ, Key Lab Carcinogenesis & Canc Invas, Minist China, 180 Fenglin Rd, Shanghai 200032, Peoples R China
[5] Baylor Coll Med, Ctr Cell & Gene Therapy, Houston, TX 77030 USA
[6] Chinese Acad Sci, Shanghai Inst Biochem & Cell Biol, Ctr Excellence Mol Cell Sci, Key Lab Multicell Syst, Shanghai 200031, Peoples R China
关键词
CELL; COMPLEX; VACCINE; IMMUNOGENICITY; IDENTIFICATION; RESOURCE; GENOME; GENES; TRIAL; CHK1;
D O I
10.1016/j.cell.2024.05.039
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Fewer than 200 proteins are targeted by cancer drugs approved by the Food and Drug Administration (FDA). We integrate Clinical Proteomic Tumor Analysis Consortium (CPTAC) proteogenomics data from 1,043 patients across 10 cancer types with additional public datasets to identify potential therapeutic targets. Pan- cancer analysis of 2,863 druggable proteins reveals a wide abundance range and identifies biological factors that affect mRNA-protein correlation. Integration of proteomic data from tumors and genetic screen data from cell lines identifies protein overexpression- or hyperactivation-driven druggable dependencies, enabling accurate predictions of effective drug targets. Proteogenomic identification of synthetic lethality provides a strategy to target tumor suppressor gene loss. Combining proteogenomic analysis and MHC binding prediction prioritizes mutant KRAS peptides as promising public neoantigens. Computational identification of shared tumor-associated antigens followed by experimental confirmation nominates peptides as immunotherapy targets. These analyses, summarized at https://targets.linkedomics.org, form a comprehensive landscape of protein and peptide targets for companion diagnostics, drug repurposing, and therapy development.
引用
收藏
页码:4389 / 4407.e15
页数:35
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