Proteogenomic Analysis of Surgically Resected Lung Adenocarcinoma

被引:17
作者
Sharpnack, Michael F. [1 ]
Ranbaduge, Nilini [2 ]
Srivastava, Arunima [3 ]
Cerciello, Ferdinando [4 ]
Codreanu, Simona G. [5 ]
Liebler, Daniel C. [6 ]
Mascaux, Celine [7 ,8 ]
Miles, Wayne O. [9 ]
Morris, Robert [9 ]
McDermott, Jason E. [10 ]
Sharpnack, James L. [11 ]
Amann, Joseph [12 ]
Maher, Christopher A. [13 ]
Machiraju, Raghu [3 ]
Wysocki, Vicki H. [2 ]
Govindan, Ramaswami [13 ]
Mallick, Parag [14 ]
Coombes, Kevin R. [1 ]
Huang, Kun [1 ]
Carbone, David P. [12 ]
机构
[1] Ohio State Univ, Dept Biomed Informat, Columbus, OH 43210 USA
[2] Ohio State Univ, Dept Chem, 120 W 18th Ave, Columbus, OH 43210 USA
[3] Ohio State Univ, Dept Comp Sci & Engn, Columbus, OH 43210 USA
[4] Univ Hosp Zurich, Dept Oncol, Zurich, Switzerland
[5] Vanderbilt Univ, Dept Chem, Nashville, TN USA
[6] Vanderbilt Univ, Dept Biochem, Nashville, TN 37232 USA
[7] Assistance Publ Hop Marseille, Dept Multidisciplinary Oncol & Therapeut Innovat, Marseille, France
[8] Aix Marseille Univ, Marseille, France
[9] Massachusetts Gen Hosp, Ctr Regenerat Med, Boston, MA 02114 USA
[10] Pacific Northwest Natl Lab, Biol Sci Div, Richland, WA USA
[11] Univ Calif Davis, Dept Stat, Davis, CA 95616 USA
[12] Ohio State Univ, Ctr Comprehens Canc, 460 W 12th Ave, Columbus, OH 43210 USA
[13] Washington Univ, Dept Med, St Louis, MO USA
[14] Stanford Univ, Dept Radiol, Palo Alto, CA 94304 USA
关键词
Lung adenocarcinoma; NSCLC; Biomarkers; Proteomics; Proteogenomics; RNA-SEQ DATA; GENE-EXPRESSION; MESSENGER-RNA; CANCER-CELLS; PROTEIN; ALIGNMENT; GROWTH;
D O I
10.1016/j.jtho.2018.06.025
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Introduction: Despite apparently complete surgical resection, approximately half of resected early-stage lung cancer patients relapse and die of their disease. Adjuvant chemotherapy reduces this risk by only 5% to 8%. Thus, there is a need for better identifying who benefits from adjuvant therapy, the drivers of relapse, and novel targets in this setting. Methods: RNA sequencing and liquid chromatography/liquid chromatography-mass spectrometry proteomics data were generated from 51 surgically resected non-small cell lung tumors with known recurrence status. Results: We present a rationale and framework for the incorporation of high-content RNA and protein measurements into integrative biomarkers and show the potential of this approach for predicting risk of recurrence in a group of lung adenocarcinomas. In addition, we characterize the relationship between mRNA and protein measurements in lung adenocarcinoma and show that it is outcome specific. Conclusions: Our results suggest that mRNA and protein data possess independent biological and clinical importance, which can be leveraged to create higher-powered expression biomarkers. (C) 2018 International Association for the Study of Lung Cancer. Published by Elsevier Inc. All rights reserved.
引用
收藏
页码:1519 / 1529
页数:11
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