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.

With non-small cell lung cancer (NSCLC) being the leading cause of cancer deaths worldwide, the development of targeted therapies remains crucial. Here, the generation and multi-omics characterization of 137 NSCLC patient-derived xenografts provides a resource for potential classifications and targets.

Details

Title
Integrative analysis of non-small cell lung cancer patient-derived xenografts identifies distinct proteotypes associated with patient outcomes
Author
Mirhadi Shideh 1 ; Tam, Shirley 2 ; Li, Quan 2 ; Moghal Nadeem 2 ; Nhu-An, Pham 2 ; Tong Jiefei 3 ; Golbourn, Brian J 4 ; Krieger, Jonathan R 5 ; Taylor, Paul 3 ; Li, Ming 2 ; Weiss, Jessica 6 ; Martins-Filho, Sebastiao N 7   VIAFID ORCID Logo  ; Raghavan Vibha 2 ; Yasin, Mamatjan 2   VIAFID ORCID Logo  ; Khan, Aafaque A 3   VIAFID ORCID Logo  ; Cabanero, Michael 7 ; Sakashita Shingo 2 ; Huo Kugeng 2 ; Agnihotri Sameer 4   VIAFID ORCID Logo  ; Ishizawa Kota 8 ; Waddell, Thomas K 9   VIAFID ORCID Logo  ; Zadeh Gelareh 10   VIAFID ORCID Logo  ; Yasufuku Kazuhiro 9 ; Liu, Geoffrey 11 ; Shepherd, Frances A 12 ; Moran, Michael F 13   VIAFID ORCID Logo  ; Tsao Ming-Sound 14   VIAFID ORCID Logo 

 Program in Cell Biology, Hospital for Sick Children, Toronto, Canada (GRID:grid.42327.30) (ISNI:0000 0004 0473 9646); University of Toronto, Department of Molecular Genetics, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938) 
 University Health Network, Princess Margaret Cancer Centre, Toronto, Canada (GRID:grid.231844.8) (ISNI:0000 0004 0474 0428) 
 Program in Cell Biology, Hospital for Sick Children, Toronto, Canada (GRID:grid.42327.30) (ISNI:0000 0004 0473 9646) 
 University of Pittsburgh School of Medicine, John G. Rangos Sr. Research Center, Children’s Hospital of Pittsburgh, and Department of Neurological Surgery, Pittsburgh, USA (GRID:grid.21925.3d) (ISNI:0000 0004 1936 9000) 
 SPARC BioCentre, Hospital for Sick Children, Toronto, Canada (GRID:grid.42327.30) (ISNI:0000 0004 0473 9646) 
 Department of Biostatistics, Princess Margaret Cancer Centre, Toronto, Canada (GRID:grid.415224.4) (ISNI:0000 0001 2150 066X) 
 University Health Network, Princess Margaret Cancer Centre, Toronto, Canada (GRID:grid.231844.8) (ISNI:0000 0004 0474 0428); University of Toronto, Department of Laboratory Medicine and Pathobiology, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938) 
 University Health Network, Division of Thoracic Surgery, Toronto General Hospital, Toronto, Canada (GRID:grid.231844.8) (ISNI:0000 0004 0474 0428) 
 University Health Network, Division of Thoracic Surgery, Toronto General Hospital, Toronto, Canada (GRID:grid.231844.8) (ISNI:0000 0004 0474 0428); University of Toronto, Department of Surgery, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938) 
10  University Health Network, Princess Margaret Cancer Centre, Toronto, Canada (GRID:grid.231844.8) (ISNI:0000 0004 0474 0428); University of Toronto, Department of Surgery, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938) 
11  University Health Network, Princess Margaret Cancer Centre, Toronto, Canada (GRID:grid.231844.8) (ISNI:0000 0004 0474 0428); University of Toronto, Department of Medicine, Division of Medical Oncology, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938); University of Toronto, Department of Medical Biophysics, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938) 
12  University Health Network, Princess Margaret Cancer Centre, Toronto, Canada (GRID:grid.231844.8) (ISNI:0000 0004 0474 0428); University of Toronto, Department of Medicine, Division of Medical Oncology, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938) 
13  Program in Cell Biology, Hospital for Sick Children, Toronto, Canada (GRID:grid.42327.30) (ISNI:0000 0004 0473 9646); University of Toronto, Department of Molecular Genetics, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938); University Health Network, Princess Margaret Cancer Centre, Toronto, Canada (GRID:grid.231844.8) (ISNI:0000 0004 0474 0428) 
14  University Health Network, Princess Margaret Cancer Centre, Toronto, Canada (GRID:grid.231844.8) (ISNI:0000 0004 0474 0428); University of Toronto, Department of Laboratory Medicine and Pathobiology, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938); University of Toronto, Department of Medical Biophysics, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938) 
Publication year
2022
Publication date
2022
Publisher
Nature Publishing Group
e-ISSN
20411723
Source type
Scholarly Journal
Language of publication
English
ProQuest document ID
2647049559
Copyright
© The Author(s) 2022. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.