Proteomic Analyses Identify Differentially Expressed Proteins and Pathways Between Low-Risk and High-Risk Subtypes of Early-Stage Lung Adenocarcinoma and Their Prognostic Impacts

被引:14
作者
Zhou, Juntuo [1 ,2 ]
Liu, Bing [1 ]
Li, Zhongwu [3 ]
Li, Yang [4 ]
Chen, Xi [4 ]
Ma, Yuanyuan [1 ]
Yan, Shi [1 ]
Yang, Xin [3 ]
Zhong, Lijun [5 ]
Wu, Nan [1 ]
机构
[1] Peking Univ, Canc Hosp & Inst, Key Lab Carcinogenesis & Translat Res, Minist Educ,Dept Thorac Surg 2, Beijing, Peoples R China
[2] Beihang Univ, Beijing Adv Innovat Ctr Big Data Based Precis Med, Beijing, Peoples R China
[3] Peking Univ, Canc Hosp & Inst, Minist Educ, Key Lab Carcinogenesis & Translat Res,Dept Pathol, Beijing, Peoples R China
[4] Peking Univ, Hlth Sci Ctr, Dept Pathol, Beijing, Peoples R China
[5] Peking Univ, Hlth Sci Ctr, Ctr Med & Hlth Anal, Beijing, Peoples R China
基金
国家重点研发计划; 中国国家自然科学基金; 北京市自然科学基金;
关键词
EXTRACELLULAR-MATRIX; CANCER; CLASSIFICATION; FIBROBLASTS;
D O I
10.1074/mcp.RA120.002384
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
The histopathological subtype of lung adenocarcinoma (LUAD) is closely associated with prognosis. Micropapillary or solid predominant LUAD tends to relapse after surgery at an early stage, whereas lepidic pattern shows a favorable outcome. However, the molecular mechanism underlying this phenomenon remains unknown. Here, we recruited 31 lepidic predominant LUADs (LR: low-risk subtype group) and 28 micropapillary or solid predominant LUADs (HR: high-risk subtype group). Tissues of these cases were obtained and label-free quantitative proteomic and bio-informatic analyses were performed. Additionally, prognostic impact of targeted proteins was validated using The Cancer Genome Atlas databases (n = 492) and tissue microarrays composed of early-stage LUADs (n = 228). A total of 192 differentially expressed proteins were identified between tumor tissues of LR and HR and three clusters were identified via hierarchical clustering excluding eight proteins. Cluster 1 (65 proteins) showed a sequential decrease in expression from normal tissues to tumor tissues of LR and then to HR and was predominantly enriched in pathways such as tyrosine metabolism and ECM-receptor interaction, and increased matched mRNA expression of 18 proteins from this cluster predicted favorable prognosis. Cluster 2 (70 proteins) demonstrated a sequential increase in expression from normal tissues to tumor tissues of LR and then to HR and was mainly enriched in pathways such as extracellular organization, DNA replication and cell cycle, and high matched mRNA expression of 25 proteins indicated poor prognosis. Cluster 3 (49 proteins) showed high expression only in LR, with high matched mRNA expression of 20 proteins in this cluster indicating favorable prognosis. Furthermore, high expression of ERO1A and FEN1 at protein level predicted poor prognosis in early-stage LUAD, supporting the mRNA results. In conclusion, we discovered key differentially expressed proteins and pathways between low-risk and high-risk subtypes of early-stage LUAD. Some of these proteins could serve as potential biomarkers in prognostic evaluation.
引用
收藏
页数:15
相关论文
共 37 条
[1]   Stromal markers of activated tumor associated fibroblasts predict poor survival and are associated with necrosis in non-small cell lung cancer [J].
Alcaraz, Jordi ;
Lluis Carrasco, Josep ;
Millares, Laura ;
Luis, Iuliana-Cristiana ;
Fernandez-Porras, Francisco J. ;
Martinez-Romero, Anabel ;
Diaz-Valdivia, Natalia ;
Sanchez De Cos, Julio ;
Rami-Porta, Ramon ;
Seijo, Luis ;
Ramirez, Josep ;
Jose Pajares, Maria ;
Reguart, Noemi ;
Barreiro, Esther ;
Monso, Eduard .
LUNG CANCER, 2019, 135 :151-160
[2]  
Cancer Genome Atlas Research Network, 2018, Nature, V559, pE12, DOI [10.1038/nature13385, 10.1038/s41586-018-0228-6]
[3]   Genomic landscape of lung adenocarcinoma in East Asians [J].
Chen, Jianbin ;
Yang, Hechuan ;
Teo, Audrey Su Min ;
Amer, Lidyana Bte ;
Sherbaf, Faranak Ghazi ;
Tan, Chu Quan ;
Alvarez, Jacob Josiah Santiago ;
Lu, Bingxin ;
Lim, Jia Qi ;
Takano, Angela ;
Nahar, Rahul ;
Lee, Yin Yeng ;
Phual, Cheryl Zi Jin ;
Chua, Khi Pin ;
Suteja, Lisda ;
Chen, Pauline Jieqi ;
Chang, Mei Mei ;
Koh, Tina Puay Theng ;
Ong, Boon-Hean ;
Anantham, Devanand ;
Hsu, Anne Ann Ling ;
Gogna, Apoorva ;
Too, Chow Wei ;
Aung, Zaw Win ;
Lee, Yi Fei ;
Wang, Lanying ;
Lim, Tony Kiat Hon ;
Wilm, Andreas ;
Choi, Poh Sum ;
Ng, Poh Yong ;
Toh, Chee Keong ;
Lim, Wan-Teck ;
Ma, Siming ;
Lim, Bing ;
Liu, Jin ;
Tam, Wai Leong ;
Skanderup, Anders Jacobsen ;
Yeong, Joe Poh Sheng ;
Tan, Eng-Huat ;
Creasy, Caretha L. ;
Tan, Daniel Shao Weng ;
Hillmer, Axel M. ;
Zhai, Weiwei .
NATURE GENETICS, 2020, 52 (02) :177-+
[4]   Proteogenomics of Non-smoking Lung Cancer in East Asia Delineates Molecular Signatures of Pathogenesis and Progression [J].
Chen, Yi-Ju ;
Roumeliotis, Theodoros, I ;
Chang, Ya-Hsuan ;
Chen, Ching-Tai ;
Han, Chia-Li ;
Lin, Miao-Hsia ;
Chen, Huei-Wen ;
Chang, Gee-Chen ;
Chang, Yih-Leong ;
Wu, Chen-Tu ;
Lin, Mong-Wei ;
Hsieh, Min-Shu ;
Wang, Yu-Tai ;
Chen, Yet-Ran ;
Jonassen, Inge ;
Ghavidel, Fatemeh Zamanzad ;
Lin, Ze-Shiang ;
Lin, Kuen-Tyng ;
Chen, Ching-Wen ;
Sheu, Pei-Yuan ;
Hung, Chen-Ting ;
Huang, Ke-Chieh ;
Yang, Hao-Chin ;
Lin, Pei-Yi ;
Yen, Ta-Chi ;
Lin, Yi-Wei ;
Wang, Jen-Hung ;
Raghav, Lovely ;
Lin, Chien-Yu ;
Chen, Yan-Si ;
Wu, Pei-Shan ;
Lai, Chi-Ting ;
Weng, Shao-Hsing ;
Su, Kang-Yi ;
Chang, Wei-Hung ;
Tsai, Pang-Yan ;
Robles, Ana, I ;
Rodriguez, Henry ;
Hsiao, Yi-Jing ;
Chang, Wen-Hsin ;
Sung, Ting-Yi ;
Chen, Jin-Shing ;
Yu, Sung-Liang ;
Choudhary, Jyoti S. ;
Chen, Hsuan-Yu ;
Yang, Pan-Chyr ;
Chen, Yu-Ju .
CELL, 2020, 182 (01) :226-+
[5]   TCGAbiolinks: an R/Bioconductor package for integrative analysis of TCGA data [J].
Colaprico, Antonio ;
Silva, Tiago C. ;
Olsen, Catharina ;
Garofano, Luciano ;
Cava, Claudia ;
Garolini, Davide ;
Sabedot, Thais S. ;
Malta, Tathiane M. ;
Pagnotta, Stefano M. ;
Castiglioni, Isabella ;
Ceccarelli, Michele ;
Bontempi, Gianluca ;
Noushmehr, Houtan .
NUCLEIC ACIDS RESEARCH, 2016, 44 (08) :e71
[6]   Molecular Pathways: Connecting Fibrosis and Solid Tumor Metastasis [J].
Cox, Thomas R. ;
Erler, Janine T. .
CLINICAL CANCER RESEARCH, 2014, 20 (14) :3637-3643
[7]   The Eighth Edition Lung Cancer Stage Classification [J].
Detterbeck, Frank C. ;
Boffa, Daniel J. ;
Kim, Anthony W. ;
Tanoue, Lynn T. .
CHEST, 2017, 151 (01) :193-203
[8]   Quantitative proteomic landscape of metaplastic breast carcinoma pathological subtypes and their relationship to triple-negative tumors [J].
Djomehri, Sabra, I ;
Gonzalez, Maria E. ;
Leprevost, Felipe da Veiga ;
Tekula, Shilpa R. ;
Chang, Hui-Yin ;
White, Marissa J. ;
Cimino-Mathews, Ashley ;
Burman, Boris ;
Basrur, Venkatesha ;
Argani, Pedram ;
Nesvizhskii, Alexey, I ;
Kleer, Celina G. .
NATURE COMMUNICATIONS, 2020, 11 (01)
[9]   Genetic and Immune Profiles of Solid Predominant Lung Adenocarcinoma Reveal Potential Immunotherapeutic Strategies [J].
Dong, Zhong-Yi ;
Zhang, Chao ;
Li, Yu-Fa ;
Su, Jian ;
Xie, Zhi ;
Liu, Si-Yang ;
Yan, Li-Xu ;
Chen, Zhi-Hong ;
Yang, Xue-Ning ;
Lin, Jun-Tao ;
Tu, Hai-Yan ;
Yang, Jin-Ji ;
Zhou, Qing ;
Sun, Yue-Li ;
Zhong, Wen-Zhao ;
Wu, Yi-Long .
JOURNAL OF THORACIC ONCOLOGY, 2018, 13 (01) :85-96
[10]   The extracellular matrix at a glance [J].
Frantz, Christian ;
Stewart, Kathleen M. ;
Weaver, Valerie M. .
JOURNAL OF CELL SCIENCE, 2010, 123 (24) :4195-4200