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.
机构:
Guangzhou Sport Univ, Dept Sports & Hlth, Guangzhou 510500, Peoples R ChinaGuangzhou Sport Univ, Dept Sports & Hlth, Guangzhou 510500, Peoples R China
Xu, Guoqin
Lin, Wentao
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Guangzhou Sport Univ, Dept Sports & Hlth, Guangzhou 510500, Peoples R ChinaGuangzhou Sport Univ, Dept Sports & Hlth, Guangzhou 510500, Peoples R China
Lin, Wentao
McAinch, Andrew J.
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Victoria Univ, Inst Hlth & Sport, Melbourne, Vic 8001, Australia
Australian Inst Musculoskeletal Sci AIMSS, Melbourne, Vic 3021, AustraliaGuangzhou Sport Univ, Dept Sports & Hlth, Guangzhou 510500, Peoples R China
McAinch, Andrew J.
Yan, Xu
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Victoria Univ, Inst Hlth & Sport, Melbourne, Vic 8001, Australia
Australian Inst Musculoskeletal Sci AIMSS, Melbourne, Vic 3021, AustraliaGuangzhou Sport Univ, Dept Sports & Hlth, Guangzhou 510500, Peoples R China
Yan, Xu
Weng, Xiquan
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Guangzhou Sport Univ, Dept Sports & Hlth, Guangzhou 510500, Peoples R ChinaGuangzhou Sport Univ, Dept Sports & Hlth, Guangzhou 510500, Peoples R China
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Grp Prote PBR2 ProteoRed ISCIII, La Coruna, SpainGrp Prote PBR2 ProteoRed ISCIII, La Coruna, Spain
Mateos, J.
Fernandez-Puente, P.
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Grp Prote PBR2 ProteoRed ISCIII, La Coruna, SpainGrp Prote PBR2 ProteoRed ISCIII, La Coruna, Spain
Fernandez-Puente, P.
Relano, S.
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Grp Genom PBR2 ProteoRed ISCIII, La Coruna, SpainGrp Prote PBR2 ProteoRed ISCIII, La Coruna, Spain
Relano, S.
Rego-Perez, I.
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Grp Genom PBR2 ProteoRed ISCIII, La Coruna, SpainGrp Prote PBR2 ProteoRed ISCIII, La Coruna, Spain
Rego-Perez, I.
Oreiro, N.
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Inibic Sergas, Serv Reumatol, La Coruna, SpainGrp Prote PBR2 ProteoRed ISCIII, La Coruna, Spain
Oreiro, N.
Fernandez-Lopez, C.
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Inibic Sergas, Serv Reumatol, La Coruna, SpainGrp Prote PBR2 ProteoRed ISCIII, La Coruna, Spain
Fernandez-Lopez, C.
Ruiz-Romero, C.
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Grp Prote PBR2 ProteoRed ISCIII, La Coruna, SpainGrp Prote PBR2 ProteoRed ISCIII, La Coruna, Spain
Ruiz-Romero, C.
Blanco-Garcia, F.
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Grp Prote PBR2 ProteoRed ISCIII, La Coruna, Spain
Inibic Sergas, Serv Reumatol, La Coruna, Spain
Univ Santiago de Compostela, Dept Med, Santiago De Compostela, SpainGrp Prote PBR2 ProteoRed ISCIII, La Coruna, Spain
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Guangxi Med Univ, Affiliated Tumor Hosp, Expt Dept, Nanning, Guangxi, Peoples R ChinaGuangxi Med Univ, Affiliated Tumor Hosp, Expt Dept, Nanning, Guangxi, Peoples R China
Guo, Jiao
Jing, Rui
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Guangxi Med Univ, Affiliated Tumor Hosp, Expt Dept, Nanning, Guangxi, Peoples R China
Binzhou Med Univ, Affiliated Hosp, Hematol Dept, Yantai, Shandong, Peoples R ChinaGuangxi Med Univ, Affiliated Tumor Hosp, Expt Dept, Nanning, Guangxi, Peoples R China
Jing, Rui
Zhong, Jian-Hong
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Guangxi Med Univ, Affiliated Tumor Hosp, Hepatobiliary Surg Dept, Nanning, Guangxi, Peoples R ChinaGuangxi Med Univ, Affiliated Tumor Hosp, Expt Dept, Nanning, Guangxi, Peoples R China
Zhong, Jian-Hong
Dong, Xin
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Guangxi Med Univ, Affiliated Tumor Hosp, Expt Dept, Nanning, Guangxi, Peoples R China
Binzhou Med Univ, Affiliated Hosp, Oncol Dept, Yantai, Shandong, Peoples R ChinaGuangxi Med Univ, Affiliated Tumor Hosp, Expt Dept, Nanning, Guangxi, Peoples R China
Dong, Xin
Li, Yun-Xi
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Peoples Hosp Fusui Cty, Canc Registry Dept, Fusui, Guangxi, Peoples R ChinaGuangxi Med Univ, Affiliated Tumor Hosp, Expt Dept, Nanning, Guangxi, Peoples R China
Li, Yun-Xi
Liu, Yin-Kun
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Fudan Univ, Zhongshan Hosp, Liver Canc Inst, Yangpu, Shanghai, Peoples R ChinaGuangxi Med Univ, Affiliated Tumor Hosp, Expt Dept, Nanning, Guangxi, Peoples R China
Liu, Yin-Kun
Huang, Tian-Ren
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Guangxi Med Univ, Affiliated Tumor Hosp, Expt Dept, Nanning, Guangxi, Peoples R ChinaGuangxi Med Univ, Affiliated Tumor Hosp, Expt Dept, Nanning, Guangxi, Peoples R China
Huang, Tian-Ren
Zhang, Chun-Yan
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Guangxi Med Univ, Affiliated Tumor Hosp, Expt Dept, Nanning, Guangxi, Peoples R ChinaGuangxi Med Univ, Affiliated Tumor Hosp, Expt Dept, Nanning, Guangxi, Peoples R China
机构:
Xinjiang Med Univ, Sch Basic Med Sci, Dept Immunol, Urumqi, Xinjiang, Peoples R ChinaXinjiang Med Univ, Sch Basic Med Sci, Dept Immunol, Urumqi, Xinjiang, Peoples R China
Zhou, Xiaotao
Xiao, Bo
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Tianjin Med Univ, Sch Basic Med Sci, Dept Immunol, Tianjin, Peoples R ChinaXinjiang Med Univ, Sch Basic Med Sci, Dept Immunol, Urumqi, Xinjiang, Peoples R China
Xiao, Bo
Zeng, Jiajia
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Tianjin Med Univ, Sch Basic Med Sci, Dept Immunol, Tianjin, Peoples R ChinaXinjiang Med Univ, Sch Basic Med Sci, Dept Immunol, Urumqi, Xinjiang, Peoples R China
Zeng, Jiajia
Zhou, Liying
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Beijing Tide Pharmaceut Co Ltd, Res & Dev Ctr, Beijing, Peoples R ChinaXinjiang Med Univ, Sch Basic Med Sci, Dept Immunol, Urumqi, Xinjiang, Peoples R China
Zhou, Liying
Wang, Xiaodong
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Xinjiang Med Univ, Dept Dermatol, Affiliated Hosp 1, Urumqi, Xinjiang, Peoples R ChinaXinjiang Med Univ, Sch Basic Med Sci, Dept Immunol, Urumqi, Xinjiang, Peoples R China
Wang, Xiaodong
Zhao, Shangqi
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Xinjiang Med Univ, Sch Basic Med Sci, Dept Immunol, Urumqi, Xinjiang, Peoples R ChinaXinjiang Med Univ, Sch Basic Med Sci, Dept Immunol, Urumqi, Xinjiang, Peoples R China
Zhao, Shangqi
Li, Xiaobo
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Tianjin Med Univ, Sch Basic Med Sci, Dept Immunol, Tianjin, Peoples R ChinaXinjiang Med Univ, Sch Basic Med Sci, Dept Immunol, Urumqi, Xinjiang, Peoples R China
Li, Xiaobo
Zhang, Huiqiu
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Tianjin Normal Univ, Coll Life Sci, Tianjin Key Lab Anim & Plant Resistance, Tianjin, Peoples R ChinaXinjiang Med Univ, Sch Basic Med Sci, Dept Immunol, Urumqi, Xinjiang, Peoples R China
Zhang, Huiqiu
Su, Yanjun
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Tianjin Med Univ Canc Inst & Hosp, Tianjin Lung Canc Ctr, Natl Clin Res Ctr Canc, Tianjins Clin Res Ctr Canc,Dept Lung Canc,Key Lab, Tianjin, Peoples R ChinaXinjiang Med Univ, Sch Basic Med Sci, Dept Immunol, Urumqi, Xinjiang, Peoples R China
Su, Yanjun
Zhao, Zhenyu
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Tianjin Med Univ, Dept Pharm, NHC Key Lab Hormones & Dev, Tianjin Key Lab Metab Dis,Chu Hsien & Mem Hosp, Tianjin, Peoples R ChinaXinjiang Med Univ, Sch Basic Med Sci, Dept Immunol, Urumqi, Xinjiang, Peoples R China
Zhao, Zhenyu
Li, Xichuan
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Tianjin Normal Univ, Coll Life Sci, Tianjin Key Lab Anim & Plant Resistance, Tianjin, Peoples R ChinaXinjiang Med Univ, Sch Basic Med Sci, Dept Immunol, Urumqi, Xinjiang, Peoples R China