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Proteogenomic analysis of lung adenocarcinoma reveals tumor heterogeneity, survival determinants, and therapeutically relevant pathways
We present a deep proteogenomic profiling study of 87 lung adenocarcinoma (LUAD) tumors from the United States, integrating whole-genome sequencing, transcriptome sequencing, proteomics and phosphoproteomics by mass spectrometry, and reverse-phase protein arrays. We identify three subtypes from soma...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9729884/ https://www.ncbi.nlm.nih.gov/pubmed/36384096 http://dx.doi.org/10.1016/j.xcrm.2022.100819 |
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author | Soltis, Anthony R. Bateman, Nicholas W. Liu, Jianfang Nguyen, Trinh Franks, Teri J. Zhang, Xijun Dalgard, Clifton L. Viollet, Coralie Somiari, Stella Yan, Chunhua Zeman, Karen Skinner, William J. Lee, Jerry S.H. Pollard, Harvey B. Turner, Clesson Petricoin, Emanuel F. Meerzaman, Daoud Conrads, Thomas P. Hu, Hai Shriver, Craig D. Moskaluk, Christopher A. Browning, Robert F. Wilkerson, Matthew D. |
author_facet | Soltis, Anthony R. Bateman, Nicholas W. Liu, Jianfang Nguyen, Trinh Franks, Teri J. Zhang, Xijun Dalgard, Clifton L. Viollet, Coralie Somiari, Stella Yan, Chunhua Zeman, Karen Skinner, William J. Lee, Jerry S.H. Pollard, Harvey B. Turner, Clesson Petricoin, Emanuel F. Meerzaman, Daoud Conrads, Thomas P. Hu, Hai Shriver, Craig D. Moskaluk, Christopher A. Browning, Robert F. Wilkerson, Matthew D. |
author_sort | Soltis, Anthony R. |
collection | PubMed |
description | We present a deep proteogenomic profiling study of 87 lung adenocarcinoma (LUAD) tumors from the United States, integrating whole-genome sequencing, transcriptome sequencing, proteomics and phosphoproteomics by mass spectrometry, and reverse-phase protein arrays. We identify three subtypes from somatic genome signature analysis, including a transition-high subtype enriched with never smokers, a transversion-high subtype enriched with current smokers, and a structurally altered subtype enriched with former smokers, TP53 alterations, and genome-wide structural alterations. We show that within-tumor correlations of RNA and protein expression associate with tumor purity and immune cell profiles. We detect and independently validate expression signatures of RNA and protein that predict patient survival. Additionally, among co-measured genes, we found that protein expression is more often associated with patient survival than RNA. Finally, integrative analysis characterizes three expression subtypes with divergent mutations, proteomic regulatory networks, and therapeutic vulnerabilities. This proteogenomic characterization provides a foundation for molecularly informed medicine in LUAD. |
format | Online Article Text |
id | pubmed-9729884 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-97298842022-12-09 Proteogenomic analysis of lung adenocarcinoma reveals tumor heterogeneity, survival determinants, and therapeutically relevant pathways Soltis, Anthony R. Bateman, Nicholas W. Liu, Jianfang Nguyen, Trinh Franks, Teri J. Zhang, Xijun Dalgard, Clifton L. Viollet, Coralie Somiari, Stella Yan, Chunhua Zeman, Karen Skinner, William J. Lee, Jerry S.H. Pollard, Harvey B. Turner, Clesson Petricoin, Emanuel F. Meerzaman, Daoud Conrads, Thomas P. Hu, Hai Shriver, Craig D. Moskaluk, Christopher A. Browning, Robert F. Wilkerson, Matthew D. Cell Rep Med Article We present a deep proteogenomic profiling study of 87 lung adenocarcinoma (LUAD) tumors from the United States, integrating whole-genome sequencing, transcriptome sequencing, proteomics and phosphoproteomics by mass spectrometry, and reverse-phase protein arrays. We identify three subtypes from somatic genome signature analysis, including a transition-high subtype enriched with never smokers, a transversion-high subtype enriched with current smokers, and a structurally altered subtype enriched with former smokers, TP53 alterations, and genome-wide structural alterations. We show that within-tumor correlations of RNA and protein expression associate with tumor purity and immune cell profiles. We detect and independently validate expression signatures of RNA and protein that predict patient survival. Additionally, among co-measured genes, we found that protein expression is more often associated with patient survival than RNA. Finally, integrative analysis characterizes three expression subtypes with divergent mutations, proteomic regulatory networks, and therapeutic vulnerabilities. This proteogenomic characterization provides a foundation for molecularly informed medicine in LUAD. Elsevier 2022-11-15 /pmc/articles/PMC9729884/ /pubmed/36384096 http://dx.doi.org/10.1016/j.xcrm.2022.100819 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Article Soltis, Anthony R. Bateman, Nicholas W. Liu, Jianfang Nguyen, Trinh Franks, Teri J. Zhang, Xijun Dalgard, Clifton L. Viollet, Coralie Somiari, Stella Yan, Chunhua Zeman, Karen Skinner, William J. Lee, Jerry S.H. Pollard, Harvey B. Turner, Clesson Petricoin, Emanuel F. Meerzaman, Daoud Conrads, Thomas P. Hu, Hai Shriver, Craig D. Moskaluk, Christopher A. Browning, Robert F. Wilkerson, Matthew D. Proteogenomic analysis of lung adenocarcinoma reveals tumor heterogeneity, survival determinants, and therapeutically relevant pathways |
title | Proteogenomic analysis of lung adenocarcinoma reveals tumor heterogeneity, survival determinants, and therapeutically relevant pathways |
title_full | Proteogenomic analysis of lung adenocarcinoma reveals tumor heterogeneity, survival determinants, and therapeutically relevant pathways |
title_fullStr | Proteogenomic analysis of lung adenocarcinoma reveals tumor heterogeneity, survival determinants, and therapeutically relevant pathways |
title_full_unstemmed | Proteogenomic analysis of lung adenocarcinoma reveals tumor heterogeneity, survival determinants, and therapeutically relevant pathways |
title_short | Proteogenomic analysis of lung adenocarcinoma reveals tumor heterogeneity, survival determinants, and therapeutically relevant pathways |
title_sort | proteogenomic analysis of lung adenocarcinoma reveals tumor heterogeneity, survival determinants, and therapeutically relevant pathways |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9729884/ https://www.ncbi.nlm.nih.gov/pubmed/36384096 http://dx.doi.org/10.1016/j.xcrm.2022.100819 |
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