Proteomic signatures of 16 major types of human cancer reveal universal and cancer-type-specific proteins for the identification of potential therapeutic targets

被引:32
作者
Zhou, Yangying [1 ]
Lih, T. Mamie [1 ]
Pan, Jianbo [1 ]
Hoeti, Naseruddin [1 ]
Dong, Mingming [1 ]
Cao, Liwei [1 ]
Hu, Yingwei [1 ]
Cho, Kyung-Cho [1 ]
Chen, Shao-Yung [1 ,2 ]
Eguez, Rodrigo Vargas [1 ]
Gabrielson, Edward [1 ,3 ]
Chan, Daniel W. [1 ]
Zhang, Hui [1 ,2 ,3 ,4 ]
Li, Qing Kay [1 ,3 ]
机构
[1] Johns Hopkins Med Inst, Dept Pathol, Baltimore, MD 21231 USA
[2] Johns Hopkins Univ, Dept Chem & Biomol Engn, Baltimore, MD 21218 USA
[3] Johns Hopkins Med Inst, Dept Oncol, Sidney Kimmel Canc Ctr, Baltimore, MD 21224 USA
[4] Johns Hopkins Univ, Dept Urol, Baltimore, MD 21287 USA
基金
美国国家卫生研究院;
关键词
Proteomic analysis; Data-independent acquisition; Tissue-enriched proteins; Cancer-associated proteins; Cancer therapeutic targets; HOUSEKEEPING GENES; POOR-PROGNOSIS; EXPRESSION; SENSITIVITY; RESISTANCE; MUTATIONS; SELECTION; RESOURCE; ANTIGENS; MAGE-A4;
D O I
10.1186/s13045-020-01013-x
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background Proteomic characterization of cancers is essential for a comprehensive understanding of key molecular aberrations. However, proteomic profiling of a large cohort of cancer tissues is often limited by the conventional approaches. Methods We present a proteomic landscape of 16 major types of human cancer, based on the analysis of 126 treatment-naive primary tumor tissues, 94 tumor-matched normal adjacent tissues, and 12 normal tissues, using mass spectrometry-based data-independent acquisition approach. Results In our study, a total of 8527 proteins were mapped to brain, head and neck, breast, lung (both small cell and non-small cell lung cancers), esophagus, stomach, pancreas, liver, colon, kidney, bladder, prostate, uterus and ovary cancers, including 2458 tissue-enriched proteins. Our DIA-based proteomic approach has characterized major human cancers and identified universally expressed proteins as well as tissue-type-specific and cancer-type-specific proteins. In addition, 1139 therapeutic targetable proteins and 21 cancer/testis (CT) antigens were observed. Conclusions Our discoveries not only advance our understanding of human cancers, but also have implications for the design of future large-scale cancer proteomic studies to assist the development of diagnostic and/or therapeutic targets in multiple cancers.
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页数:15
相关论文
共 67 条
[1]   Signatures of mutational processes in human cancer [J].
Alexandrov, Ludmil B. ;
Nik-Zainal, Serena ;
Wedge, David C. ;
Aparicio, Samuel A. J. R. ;
Behjati, Sam ;
Biankin, Andrew V. ;
Bignell, Graham R. ;
Bolli, Niccolo ;
Borg, Ake ;
Borresen-Dale, Anne-Lise ;
Boyault, Sandrine ;
Burkhardt, Birgit ;
Butler, Adam P. ;
Caldas, Carlos ;
Davies, Helen R. ;
Desmedt, Christine ;
Eils, Roland ;
Eyfjord, Jorunn Erla ;
Foekens, John A. ;
Greaves, Mel ;
Hosoda, Fumie ;
Hutter, Barbara ;
Ilicic, Tomislav ;
Imbeaud, Sandrine ;
Imielinsk, Marcin ;
Jaeger, Natalie ;
Jones, David T. W. ;
Jones, David ;
Knappskog, Stian ;
Kool, Marcel ;
Lakhani, Sunil R. ;
Lopez-Otin, Carlos ;
Martin, Sancha ;
Munshi, Nikhil C. ;
Nakamura, Hiromi ;
Northcott, Paul A. ;
Pajic, Marina ;
Papaemmanuil, Elli ;
Paradiso, Angelo ;
Pearson, John V. ;
Puente, Xose S. ;
Raine, Keiran ;
Ramakrishna, Manasa ;
Richardson, Andrea L. ;
Richter, Julia ;
Rosenstiel, Philip ;
Schlesner, Matthias ;
Schumacher, Ton N. ;
Span, Paul N. ;
Teague, Jon W. .
NATURE, 2013, 500 (7463) :415-+
[2]   CTdatabase: a knowledge-base of high-throughput and curated data on cancer-testis antigens [J].
Almeida, Luiz Gonzaga ;
Sakabe, Noboru J. ;
deOliveira, Alice R. ;
Silva, Maria Cristina C. ;
Mundstein, Alex S. ;
Cohen, Tzeela ;
Chen, Yao-Tseng ;
Chua, Ramon ;
Gurung, Sita ;
Gnjatic, Sacha ;
Jungbluth, Achim A. ;
Caballero, Otavia L. ;
Bairoch, Amos ;
Kiesler, Eva ;
White, Sarah L. ;
Simpson, Andrew J. G. ;
Old, Lloyd J. ;
Camargo, Anamaria A. ;
Vasconcelos, Ana Tereza R. .
NUCLEIC ACIDS RESEARCH, 2009, 37 :D816-D819
[3]   Mechanisms of Sensitivity and Resistance to CDK4/6 Inhibition [J].
Alvarez-Fernandez, Monica ;
Malumbres, Marcos .
CANCER CELL, 2020, 37 (04) :514-529
[4]   The history and future of targeting cyclin-dependent kinases in cancer therapy [J].
Asghar, Uzma ;
Witkiewicz, Agnieszka K. ;
Turner, Nicholas C. ;
Knudsen, Erik S. .
NATURE REVIEWS DRUG DISCOVERY, 2015, 14 (02) :130-146
[5]  
Bailey MH, 2018, CELL, V173, P371, DOI [10.1016/j.cell.2018.02.060, 10.1016/j.cell.2018.07.034]
[6]   UniProt: a worldwide hub of protein knowledge [J].
Bateman, Alex ;
Martin, Maria-Jesus ;
Orchard, Sandra ;
Magrane, Michele ;
Alpi, Emanuele ;
Bely, Benoit ;
Bingley, Mark ;
Britto, Ramona ;
Bursteinas, Borisas ;
Busiello, Gianluca ;
Bye-A-Jee, Hema ;
Da Silva, Alan ;
De Giorgi, Maurizio ;
Dogan, Tunca ;
Castro, Leyla Garcia ;
Garmiri, Penelope ;
Georghiou, George ;
Gonzales, Daniel ;
Gonzales, Leonardo ;
Hatton-Ellis, Emma ;
Ignatchenko, Alexandr ;
Ishtiaq, Rizwan ;
Jokinen, Petteri ;
Joshi, Vishal ;
Jyothi, Dushyanth ;
Lopez, Rodrigo ;
Luo, Jie ;
Lussi, Yvonne ;
MacDougall, Alistair ;
Madeira, Fabio ;
Mahmoudy, Mahdi ;
Menchi, Manuela ;
Nightingale, Andrew ;
Onwubiko, Joseph ;
Palka, Barbara ;
Pichler, Klemens ;
Pundir, Sangya ;
Qi, Guoying ;
Raj, Shriya ;
Renaux, Alexandre ;
Lopez, Milagros Rodriguez ;
Saidi, Rabie ;
Sawford, Tony ;
Shypitsyna, Aleksandra ;
Speretta, Elena ;
Turner, Edward ;
Tyagi, Nidhi ;
Vasudev, Preethi ;
Volynkin, Vladimir ;
Wardell, Tony .
NUCLEIC ACIDS RESEARCH, 2019, 47 (D1) :D506-D515
[7]  
Brierley J. D., 2017, TNM Classification of Malignant Tumours, VEighth ed.
[8]   A Pan-Cancer Analysis of Enhancer Expression in Nearly 9000 Patient Samples [J].
Chen, Han ;
Li, Chunyan ;
Peng, Xinxin ;
Zhou, Zhicheng ;
Weinstein, John N. ;
Liang, Han .
CELL, 2018, 173 (02) :386-+
[9]   Deep Proteomics Using Two Dimensional Data Independent Acquisition Mass Spectrometry [J].
Cho, Kyung-Cho ;
Clark, David J. ;
Schnaubelt, Michael ;
Teo, Guo Ci ;
Leprevost, Felipe Veiga ;
Bocik, William ;
Boja, Emily S. ;
Hiltke, Tara ;
Nesvizhskii, Alexey, I ;
Zhang, Hui .
ANALYTICAL CHEMISTRY, 2020, 92 (06) :4217-4225
[10]   An insight into the emerging role of cyclin-dependent kinase inhibitors as potential therapeutic agents for the treatment of advanced cancers [J].
Chohan, Tahir Ali ;
Qayyum, Aisha ;
Rehman, Kanwal ;
Tariq, Muhammad ;
Akash, Muhammad Sajid Hamid .
BIOMEDICINE & PHARMACOTHERAPY, 2018, 107 :1326-1341