Identification of Tear Fluid Biomarkers in Dry Eye Syndrome Using iTRAQ Quantitative Proteomics

被引:246
作者
Zhou, Lei [1 ,2 ]
Beuerman, Roger W. [1 ,2 ]
Chan, Choi Mun [3 ]
Zhao, Shao Zhen [5 ]
Li, Xiao Rong [5 ]
Yang, He [4 ]
Tong, Louis [1 ,3 ]
Liu, Shouping [1 ]
Stern, Michael E. [6 ]
Tan, Donald [1 ,2 ,3 ]
机构
[1] Singapore Eye Res Inst, Singapore 168751, Singapore
[2] Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Ophthalmol, Singapore 117595, Singapore
[3] Singapore Natl Eye Ctr, Singapore, Singapore
[4] ASTAR, Singapore Immunol Network, Singapore, Singapore
[5] Tianjin Med Univ, Ctr Eye, Tianjin, Peoples R China
[6] Allergan Pharmaceut Inc, Irvine, CA 92612 USA
基金
英国医学研究理事会;
关键词
Dry eye; biomarker; tear proteomics; iTRAQ; quantitative proteomics; CALCIUM-BINDING PROTEIN; OCULAR SURFACE; MASS-SPECTROMETRY; EXPRESSION; PREVALENCE; S100A4; GROWTH; ELECTROPHORESIS; PROFILES; PATTERNS;
D O I
10.1021/pr900686s
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
The proteins found in tears have an important role in the maintenance of the ocular surface and changes in the quality and quantity of tear components reflect changes in the health of the ocular surface. In this study, we have used quantitative proteomics, iTRAQ technology coupled with 2D-nanoLC-nano-ESI-MS/MS and with a statistical model to uncover proteins that are significantly and reliably changed in the tears of dry eye patients in an effort to reveal potential biomarker candidates Fifty-six patients with dry eye and 40 healthy subjects were recruited for this study. In total, 93 tear proteins were identified with a ProtScore >= 2 (>= 99% confidence). Associated with dry eye were 6 up-regulated proteins, a-enolase, a-l-acid glycoprotein 1, S100 A8 (calgranulin A), S100 A9 (calgranulin 8), S100 A4 and S100 All (calgizzarin) and 4 down-regulated proteins, prolactin-inducible protein (PIP), lipocalin-1, lactoferrin and lysozyme. Receiver operating curves (ROC) were evaluated for individual biomarker candidates and a biomarker panel. With the use of a 4-protein biomarker panel, the diagnostic accuracy for dry eye was 96% (sensitivity, 91.0%, specificity, 90.0%) Two biomarker candidates (alpha-enolase and S100 A4) generated from iTRAQ experiments were successfully verified using an ELISA assay The levels of these 10 tear proteins reflect aqueous secretion deficiency by lacrimal gland, inflammatory status of the ocular surface. The clinical classification of the severity of the dry eye condition was successfully correlated to the proteomics by using three proteins that are associated with inflammation, alpha 1-acid glycoprotein 1, S100 A8 and S100 A9. The nine tear protein biomarker candidates (except alpha 1-acid glycoprotein 1) were also verified using an independent age-matched patient sample set This study demonstrated that iTRAQ technology combined with 2D-nanoLC-nanoESI-MS/MS quantitative proteomics is a powerful tool for biomarker discovery.
引用
收藏
页码:4889 / 4905
页数:17
相关论文
共 51 条
[41]   The pathology of dry eye: The interaction between the ocular surface and lacrimal glands [J].
Stern, ME ;
Beuerman, RW ;
Fox, RI ;
Gao, JP ;
Mircheff, AK ;
Pflugfelder, SC .
CORNEA, 1998, 17 (06) :584-589
[42]   The role of the lacrimal functional unit in the pathophysiology of dry eye [J].
Stern, ME ;
Gao, JP ;
Siemasko, KF ;
Beuerman, RW ;
Pflugfelder, SC .
EXPERIMENTAL EYE RESEARCH, 2004, 78 (03) :409-416
[43]  
Sullivan David A, 2004, Ocul Surf, V2, P92
[44]   Diagnostic potential of tear proteomic patterns in Sjdgren's syndrome [J].
Tomosugi, N ;
Kitagawa, K ;
Takahashi, N ;
Sugai, S ;
Ishikawa, I .
JOURNAL OF PROTEOME RESEARCH, 2005, 4 (03) :820-825
[45]  
Varnell RJ, 1998, ADV EXP MED BIOL, V438, P659
[46]   Comparative study of three proteomic quantitative methods, DIGE, cICAT, and iTRAQ, using 2D gel- or LC-MALDI TOF/TOF [J].
Wu, WW ;
Wang, GH ;
Baek, SJ ;
Shen, RF .
JOURNAL OF PROTEOME RESEARCH, 2006, 5 (03) :651-658
[47]   Time-resolved mass spectrometry of tyrosine phosphorylation sites in the epidermal growth factor receptor signaling network reveals dynamic modules [J].
Zhang, Y ;
Wolf-Yadlin, A ;
Ross, PL ;
Pappin, DJ ;
Rush, J ;
Lauffenburger, DA ;
White, FM .
MOLECULAR & CELLULAR PROTEOMICS, 2005, 4 (09) :1240-1250
[48]   Proteomic analysis of human tears: Defensin expression after ocular surface surgery [J].
Zhou, L ;
Huang, LQ ;
Beuerman, RW ;
Grigg, ME ;
Li, SFY ;
Chew, FT ;
Ang, L ;
Stern, ME ;
Tan, D .
JOURNAL OF PROTEOME RESEARCH, 2004, 3 (03) :410-416
[49]   Analysis of rabbit tear proteins by high-pressure liquid chromatography/electrospray ionization mass spectrometry [J].
Zhou, L ;
Beuerman, RW ;
Barathi, A ;
Tan, D .
RAPID COMMUNICATIONS IN MASS SPECTROMETRY, 2003, 17 (05) :401-412
[50]   Proteomic analysis of rabbit tear fluid: Defensin levels after an experimental corneal wound are correlated to wound closure [J].
Zhou, Lei ;
Beuerman, Roger W. ;
Huang, Liqun ;
Barathi, Amutha ;
Foo, Yong Hwee ;
Li, Sam F. Y. ;
Chew, Fook Tim ;
Tan, Donald .
PROTEOMICS, 2007, 7 (17) :3194-3206