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Integrative analysis of non-small cell lung cancer patient-derived xenografts identifies distinct proteotypes associated with patient outcomes

Authors :
Shideh Mirhadi
Shirley Tam
Quan Li
Nadeem Moghal
Nhu-An Pham
Jiefei Tong
Brian J. Golbourn
Jonathan R. Krieger
Paul Taylor
Ming Li
Jessica Weiss
Sebastiao N. Martins-Filho
Vibha Raghavan
Yasin Mamatjan
Aafaque A. Khan
Michael Cabanero
Shingo Sakashita
Kugeng Huo
Sameer Agnihotri
Kota Ishizawa
Thomas K. Waddell
Gelareh Zadeh
Kazuhiro Yasufuku
Geoffrey Liu
Frances A. Shepherd
Michael F. Moran
Ming-Sound Tsao
Source :
Nature communications. 13(1)
Publication Year :
2021

Abstract

Non-small cell lung cancer (NSCLC) is the leading cause of cancer deaths worldwide. Only a fraction of NSCLC harbor actionable driver mutations and there is an urgent need for patient-derived model systems that will enable the development of new targeted therapies. NSCLC and other cancers display profound proteome remodeling compared to normal tissue that is not predicted by DNA or RNA analyses. Here, we generate 137 NSCLC patient-derived xenografts (PDXs) that recapitulate the histology and molecular features of primary NSCLC. Proteome analysis of the PDX models reveals 3 adenocarcinoma and 2 squamous cell carcinoma proteotypes that are associated with different patient outcomes, protein-phosphotyrosine profiles, signatures of activated pathways and candidate targets, and in adenocarcinoma, stromal immune features. These findings portend proteome-based NSCLC classification and treatment and support the PDX resource as a viable model for the development of new targeted therapies.

Details

ISSN :
20411723
Volume :
13
Issue :
1
Database :
OpenAIRE
Journal :
Nature communications
Accession number :
edsair.doi.dedup.....9375eb292eefd32329ebdc65e5b42cba