Multiplexed quantification of 63 proteins in human urine by multiple reaction monitoring-based mass spectrometry for discovery of potential bladder cancer biomarkers

被引:112
作者
Chen, Yi-Ting [2 ]
Chen, Hsiao-Wei [2 ,3 ]
Domanski, Dominik [1 ]
Smith, Derek S. [1 ]
Liang, Kung-Hao [4 ]
Wu, Chih-Ching [2 ,5 ,6 ]
Chen, Chien-Lun [7 ]
Chung, Ting [2 ]
Chen, Min-Chi [8 ,9 ]
Chang, Yu-Sun [2 ,3 ]
Parker, Carol E. [1 ]
Borchers, Christoph H. [1 ,10 ]
Yu, Jau-Song [2 ,3 ]
机构
[1] Univ Victoria, Genome BC Prote Ctr, Victoria, BC, Canada
[2] Chang Gung Univ, Mol Med Res Ctr, Tao Yuan 333, Taiwan
[3] Chang Gung Univ, Coll Med, Grad Inst Biomed Sci, Tao Yuan 333, Taiwan
[4] Chang Gung Mem Hosp, Liver Res Ctr, Tao Yuan 333, Taiwan
[5] Chang Gung Univ, Grad Inst Med Biotechnol, Tao Yuan 333, Taiwan
[6] Chang Gung Univ, Dept Med Biotechnol & Lab Sci, Tao Yuan 333, Taiwan
[7] Chang Gung Mem Hosp, Chang Gung Bioinformat Ctr, Dept Urol, Tao Yuan 333, Taiwan
[8] Chang Gung Univ, Dept Publ Hlth, Tao Yuan 333, Taiwan
[9] Chang Gung Univ, Biostatist Consulting Ctr, Tao Yuan 333, Taiwan
[10] Univ Victoria, Dept Biochem & Microbiol, Victoria, BC, Canada
关键词
Urinary proteome; Bladder cancer; Biomarker verification; Multiple reaction monitoring; Multiplexed quantitation; Urinary tract infection/hematuria; QUANTITATIVE PROTEOMICS; HUMAN PLASMA; SAMPLE PREPARATION; HIGH-THROUGHPUT; IDENTIFICATION; MS; ENRICHMENT; ADHESION; BINDING; PROFILE;
D O I
10.1016/j.jprot.2011.12.031
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Three common urological diseases are bladder cancer, urinary tract infection, and hematuria. Seventeen bladder cancer biomarkers were previously discovered using iTRAQ - these findings were verified by MRM-MS in this current study. Urine samples from 156 patients with hernia (n=57, control), bladder cancer (n=76), or urinary tract infection/hematuria (n=23) were collected and subjected to multiplexed LC-MRM/MS to determine the concentrations of 63 proteins that are normally considered to be plasma proteins, but which include proteins found in our earlier iTRAQ study. Sixty-five stable isotope-labeled standard proteotypic peptides were used as internal standards for 63 targeted proteins. Twelve proteins showed higher concentrations in the bladder cancer group than in the hernia and the urinary tract infection/hematuria groups, and thus represent potential urinary biomarkers for detection of bladder cancer. Prothrombin had the highest AUC (0.796), with 71.1% sensitivity and 75.0% specificity for differentiating bladder cancer (n=76) from non-cancerous (n=80) patients. The multiplexed MRM-MS data was used to generate a six-peptide marker panel. This six-peptide panel (afamin, adiponectin, complement C4 gamma chain, apolipoprotein A-II precursor, ceruloplasmin, and prothrombin) can discriminate bladder cancer subjects from non-cancerous subjects with an AUC of 0.814, with a 76.3% positive predictive value, and a 77.5% negative predictive value. This article is part of a Special Section entitled: Understanding genome regulation and genetic diversity by mass spectrometry. (c) 2012 Elsevier B.V. All rights reserved.
引用
收藏
页码:3529 / 3545
页数:17
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