Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
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
_version_ 1784845566117675008
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
work_keys_str_mv AT soltisanthonyr proteogenomicanalysisoflungadenocarcinomarevealstumorheterogeneitysurvivaldeterminantsandtherapeuticallyrelevantpathways
AT batemannicholasw proteogenomicanalysisoflungadenocarcinomarevealstumorheterogeneitysurvivaldeterminantsandtherapeuticallyrelevantpathways
AT liujianfang proteogenomicanalysisoflungadenocarcinomarevealstumorheterogeneitysurvivaldeterminantsandtherapeuticallyrelevantpathways
AT nguyentrinh proteogenomicanalysisoflungadenocarcinomarevealstumorheterogeneitysurvivaldeterminantsandtherapeuticallyrelevantpathways
AT franksterij proteogenomicanalysisoflungadenocarcinomarevealstumorheterogeneitysurvivaldeterminantsandtherapeuticallyrelevantpathways
AT zhangxijun proteogenomicanalysisoflungadenocarcinomarevealstumorheterogeneitysurvivaldeterminantsandtherapeuticallyrelevantpathways
AT dalgardcliftonl proteogenomicanalysisoflungadenocarcinomarevealstumorheterogeneitysurvivaldeterminantsandtherapeuticallyrelevantpathways
AT violletcoralie proteogenomicanalysisoflungadenocarcinomarevealstumorheterogeneitysurvivaldeterminantsandtherapeuticallyrelevantpathways
AT somiaristella proteogenomicanalysisoflungadenocarcinomarevealstumorheterogeneitysurvivaldeterminantsandtherapeuticallyrelevantpathways
AT yanchunhua proteogenomicanalysisoflungadenocarcinomarevealstumorheterogeneitysurvivaldeterminantsandtherapeuticallyrelevantpathways
AT zemankaren proteogenomicanalysisoflungadenocarcinomarevealstumorheterogeneitysurvivaldeterminantsandtherapeuticallyrelevantpathways
AT skinnerwilliamj proteogenomicanalysisoflungadenocarcinomarevealstumorheterogeneitysurvivaldeterminantsandtherapeuticallyrelevantpathways
AT leejerrysh proteogenomicanalysisoflungadenocarcinomarevealstumorheterogeneitysurvivaldeterminantsandtherapeuticallyrelevantpathways
AT pollardharveyb proteogenomicanalysisoflungadenocarcinomarevealstumorheterogeneitysurvivaldeterminantsandtherapeuticallyrelevantpathways
AT turnerclesson proteogenomicanalysisoflungadenocarcinomarevealstumorheterogeneitysurvivaldeterminantsandtherapeuticallyrelevantpathways
AT petricoinemanuelf proteogenomicanalysisoflungadenocarcinomarevealstumorheterogeneitysurvivaldeterminantsandtherapeuticallyrelevantpathways
AT meerzamandaoud proteogenomicanalysisoflungadenocarcinomarevealstumorheterogeneitysurvivaldeterminantsandtherapeuticallyrelevantpathways
AT conradsthomasp proteogenomicanalysisoflungadenocarcinomarevealstumorheterogeneitysurvivaldeterminantsandtherapeuticallyrelevantpathways
AT huhai proteogenomicanalysisoflungadenocarcinomarevealstumorheterogeneitysurvivaldeterminantsandtherapeuticallyrelevantpathways
AT proteogenomicanalysisoflungadenocarcinomarevealstumorheterogeneitysurvivaldeterminantsandtherapeuticallyrelevantpathways
AT shrivercraigd proteogenomicanalysisoflungadenocarcinomarevealstumorheterogeneitysurvivaldeterminantsandtherapeuticallyrelevantpathways
AT moskalukchristophera proteogenomicanalysisoflungadenocarcinomarevealstumorheterogeneitysurvivaldeterminantsandtherapeuticallyrelevantpathways
AT browningrobertf proteogenomicanalysisoflungadenocarcinomarevealstumorheterogeneitysurvivaldeterminantsandtherapeuticallyrelevantpathways
AT wilkersonmatthewd proteogenomicanalysisoflungadenocarcinomarevealstumorheterogeneitysurvivaldeterminantsandtherapeuticallyrelevantpathways