A Strategy for Large-Scale Phosphoproteomics and SRM-Based Validation of Human Breast Cancer Tissue Samples

被引:79
作者
Narumi, Ryohei [1 ]
Murakami, Tatsuo [1 ]
Kuga, Takahisa [1 ]
Adachi, Jun [1 ]
Shiromizu, Takashi [1 ]
Muraoka, Satoshi [1 ]
Kume, Hideaki [1 ]
Kodera, Yoshio [2 ,3 ]
Matsumoto, Masaki [4 ]
Nakayama, Keiichi [4 ]
Miyamoto, Yasuhide [5 ]
Ishitobi, Makoto [6 ]
Inaji, Hideo [6 ]
Kato, Kikuya [7 ]
Tomonaga, Takeshi [1 ,3 ]
机构
[1] Natl Inst Biomed Innovat, Lab Proteome Res, Osaka, Japan
[2] Kitasato Univ, Sch Sci, Dept Phys, Lab Biomol Dynam, Kanagawa, Japan
[3] Chiba Univ Hosp, Clin Prote Res Ctr, Chiba, Japan
[4] Kyushu Univ, Dept Mol & Cellular Biol, Med Inst Bioregulat, Fukuoka 812, Japan
[5] Osaka Med Ctr Canc & Cardiovasc Dis, Dept Immunol, Osaka, Japan
[6] Osaka Med Ctr Canc & Cardiovasc Dis, Dept Breast & Endocrine Surg, Osaka, Japan
[7] Osaka Med Ctr Canc & Cardiovasc Dis, Res Inst, Osaka, Japan
关键词
phosphoproteome; iTRAQ; SRM; mammaprint; breast cancer tissue; PROTEOMIC ANALYSIS; MASS-SPECTROMETRY; TYROSINE-PHOSPHORYLATION; QUANTITATIVE-ANALYSIS; IN-VIVO; PROTEIN; GENE; EXPRESSION; RECEPTOR; VERIFICATION;
D O I
10.1021/pr3005474
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Protein phosphorylation is a. key mechanism of cellular signaling pathways and aberrant phosphorylation has been implicated in a number of human diseases. Thus, approaches in phosphoproteomics can contribute to the identification of key biomarkers to assess disease pathogenesis and drug targets. Moreover, careful validation of large-scale phosphoproteome analysis, which is lacking in the current protein-based biomarker discovery, significantly increases the value of identified biomarkers. Here, we performed large-scale differential phosphoproteome analysis using IMAC coupled with the isobaric tag for relative quantification (iTRAQ) technique and subsequent validation by selected/multiple reaction monitoring (SRM/MRM) of human breast cancer tissues in high- and low-risk recurrence groups. We identified 8309 phosphorylation sites on 3401 proteins, of which 3766 phosphopeptides (1927 phosphoproteins) were able to be quantified and 133 phosphopeptides (117 phosphoproteins) were differentially expressed between the two groups. Among them, 19 phosphopeptides were selected for further verification and 15 were successfully quantified by SRM using stable isotope peptides as a reference. The ratio of phosphopeptides between high- and low risk groups quantified by SRM was well correlated with iTRAQ:based quantification with a few exceptions. These results suggest that large-scale phosphoproteome quantification coupled with SRM-based validation is a powerful tool for biomarker discovery using clinical samples.
引用
收藏
页码:5311 / 5322
页数:12
相关论文
共 63 条
[1]   A pipeline that integrates the discovery and verification of plasma protein biomarkers reveals candidate markers for cardiovascular disease [J].
Addona, Terri A. ;
Shi, Xu ;
Keshishian, Hasmik ;
Mani, D. R. ;
Burgess, Michael ;
Gillette, Michael A. ;
Clauser, Karl R. ;
Shen, Dongxiao ;
Lewis, Gregory D. ;
Farrell, Laurie A. ;
Fifer, Michael A. ;
Sabatine, Marc S. ;
Gerszten, Robert E. ;
Carr, Steven A. .
NATURE BIOTECHNOLOGY, 2011, 29 (07) :635-U119
[2]   Quantitative mass spectrometric multiple reaction monitoring assays for major plasma proteins [J].
Anderson, L ;
Hunter, CL .
MOLECULAR & CELLULAR PROTEOMICS, 2006, 5 (04) :573-588
[3]   The roles of multiple proteomic platforms in a pipeline for new diagnostics [J].
Anderson, NL .
MOLECULAR & CELLULAR PROTEOMICS, 2005, 4 (10) :1441-1444
[4]   Stoichiometric Quantification of Akt Phosphorylation Using LC-MS/MS [J].
Atrih, Abdelmadjid ;
Turnock, Dan ;
Sellar, Grant ;
Thompson, Alastair ;
Feuerstein, Giora ;
Ferguson, Michael A. J. ;
Huang, Jeffrey T-J. .
JOURNAL OF PROTEOME RESEARCH, 2010, 9 (02) :743-751
[5]   Phosphoproteomic analysis of the developing mouse brain [J].
Ballif, BA ;
Villén, J ;
Beausoleil, SA ;
Schwartz, D ;
Gygi, SP .
MOLECULAR & CELLULAR PROTEOMICS, 2004, 3 (11) :1093-1101
[6]   Large-scale characterization of HeLa cell nuclear phosphoproteins [J].
Beausoleil, SA ;
Jedrychowski, M ;
Schwartz, D ;
Elias, JE ;
Villén, J ;
Li, JX ;
Cohn, MA ;
Cantley, LC ;
Gygi, SP .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2004, 101 (33) :12130-12135
[7]   Keratin 8 phosphorylation regulates keratin reorganization and migration of epithelial tumor cells [J].
Busch, Tobias ;
Armacki, Milena ;
Eiseler, Tim ;
Joodi, Golsa ;
Temme, Claudia ;
Jansen, Julia ;
von Wichert, Goetz ;
Omary, M. Bishr ;
Spatz, Joachim ;
Seufferlein, Thomas .
JOURNAL OF CELL SCIENCE, 2012, 125 (09) :2148-2159
[8]   MUTATIONS IN THE BRCA1 GENE IN FAMILIES WITH EARLY-ONSET BREAST AND OVARIAN-CANCER [J].
CASTILLA, LH ;
COUCH, FJ ;
ERDOS, MR ;
HOSKINS, KF ;
CALZONE, K ;
GARBER, JE ;
BOYD, J ;
LUBIN, MB ;
DESHANO, ML ;
BRODY, LC ;
COLLINS, FS ;
WEBER, BL .
NATURE GENETICS, 1994, 8 (04) :387-391
[9]   Proteomic analysis of in vivo phosphorylated synaptic proteins [J].
Collins, MO ;
Yu, L ;
Coba, MP ;
Husi, H ;
Campuzano, L ;
Blackstock, WP ;
Choudhary, JS ;
Grant, SGN .
JOURNAL OF BIOLOGICAL CHEMISTRY, 2005, 280 (07) :5972-5982
[10]   A quantitative atlas of mitotic phosphorylation [J].
Dephoure, Noah ;
Zhou, Chunshui ;
Villen, Judit ;
Beausoleil, Sean A. ;
Bakalarski, Corey E. ;
Elledge, Stephen J. ;
Gygi, Steven P. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2008, 105 (31) :10762-10767