Multiplexed quantification of 63 proteins in human urine by multiple reaction monitoring-based mass spectrometry for discovery of potential bladder cancer biomarkers
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...
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Published in | Journal of proteomics Vol. 75; no. 12; pp. 3529 - 3545 |
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Main Authors | , , , , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
Netherlands
Elsevier B.V
27.06.2012
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Subjects | |
Online Access | Get full text |
ISSN | 1874-3919 1876-7737 |
DOI | 10.1016/j.jprot.2011.12.031 |
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Abstract | 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.
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► Urinary concentrations of 63 proteins in 156 samples were determined with LC–MRM/MS. ► Patients with bladder cancer (BC), hernia, or UTI/hematuria were studied. ► Twelve proteins showed higher levels in the BC group than in the other two groups. ► Seventeen BC biomarkers discovered by iTRAQ were verified using LC–MRM/MS. ► A six-peptide biomarker panel for BC was found that gave an AUC of 0.814. |
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AbstractList | 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. 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. [Display omitted] ► Urinary concentrations of 63 proteins in 156 samples were determined with LC–MRM/MS. ► Patients with bladder cancer (BC), hernia, or UTI/hematuria were studied. ► Twelve proteins showed higher levels in the BC group than in the other two groups. ► Seventeen BC biomarkers discovered by iTRAQ were verified using LC–MRM/MS. ► A six-peptide biomarker panel for BC was found that gave an AUC of 0.814. |
Author | Yu, Jau-Song Chen, Yi-Ting Smith, Derek S. Chen, Hsiao-Wei Chen, Min-Chi Chung, Ting Chang, Yu-Sun Wu, Chih-Ching Liang, Kung-Hao Borchers, Christoph H. Chen, Chien-Lun Domanski, Dominik Parker, Carol E. |
Author_xml | – sequence: 1 givenname: Yi-Ting surname: Chen fullname: Chen, Yi-Ting organization: Molecular Medicine Research Center, Chang Gung University, Taoyuan 333, Taiwan – sequence: 2 givenname: Hsiao-Wei surname: Chen fullname: Chen, Hsiao-Wei organization: Molecular Medicine Research Center, Chang Gung University, Taoyuan 333, Taiwan – sequence: 3 givenname: Dominik surname: Domanski fullname: Domanski, Dominik organization: University of Victoria, Genome BC Proteomics Centre, University of Victoria, Victoria, British Columbia, Canada – sequence: 4 givenname: Derek S. surname: Smith fullname: Smith, Derek S. organization: University of Victoria, Genome BC Proteomics Centre, University of Victoria, Victoria, British Columbia, Canada – sequence: 5 givenname: Kung-Hao surname: Liang fullname: Liang, Kung-Hao organization: Liver Research Center, Chang Gung Memorial Hospital, Taoyuan 333, Taiwan – sequence: 6 givenname: Chih-Ching surname: Wu fullname: Wu, Chih-Ching organization: Molecular Medicine Research Center, Chang Gung University, Taoyuan 333, Taiwan – sequence: 7 givenname: Chien-Lun surname: Chen fullname: Chen, Chien-Lun organization: Chang Gung Bioinformatics Center, Department of Urology, Chang Gung Memorial Hospital, Taoyuan 333, Taiwan – sequence: 8 givenname: Ting surname: Chung fullname: Chung, Ting organization: Molecular Medicine Research Center, Chang Gung University, Taoyuan 333, Taiwan – sequence: 9 givenname: Min-Chi surname: Chen fullname: Chen, Min-Chi organization: Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan 333, Taiwan – sequence: 10 givenname: Yu-Sun surname: Chang fullname: Chang, Yu-Sun organization: Molecular Medicine Research Center, Chang Gung University, Taoyuan 333, Taiwan – sequence: 11 givenname: Carol E. surname: Parker fullname: Parker, Carol E. organization: University of Victoria, Genome BC Proteomics Centre, University of Victoria, Victoria, British Columbia, Canada – sequence: 12 givenname: Christoph H. surname: Borchers fullname: Borchers, Christoph H. email: christoph@proteincentre.com organization: University of Victoria, Genome BC Proteomics Centre, University of Victoria, Victoria, British Columbia, Canada – sequence: 13 givenname: Jau-Song surname: Yu fullname: Yu, Jau-Song email: yusong@mail.cgu.edu.tw organization: Molecular Medicine Research Center, Chang Gung University, Taoyuan 333, Taiwan |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/22236518$$D View this record in MEDLINE/PubMed |
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Keywords | LOD Urinary tract infection/hematuria Multiple reaction monitoring NT APOA2 APOA1 MRM UTI HU LC–MS/MS LgEs Bladder cancer Multiplexed quantitation HgEs LOQ CV HgAs XIC Biomarker verification Urinary proteome SIS |
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Snippet | Three common urological diseases are bladder cancer, urinary tract infection, and hematuria. Seventeen bladder cancer biomarkers were previously discovered... |
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SubjectTerms | adiponectin Amino Acid Sequence apolipoprotein A-II Biomarker verification biomarkers Biomarkers, Tumor Biomarkers, Tumor - chemistry Biomarkers, Tumor - urine Bladder cancer bladder diseases chemistry complement diagnosis Feasibility Studies ferroxidase genetic variation genome hematuria hernia Humans mass spectrometry Mass Spectrometry - methods methods Molecular Sequence Data Multiple reaction monitoring Multiplexed quantitation Neoplasm Proteins Neoplasm Proteins - chemistry Neoplasm Proteins - urine patients Peptide Mapping Peptide Mapping - methods prothrombin Reproducibility of Results Sensitivity and Specificity urinary bladder neoplasms Urinary Bladder Neoplasms - diagnosis Urinary Bladder Neoplasms - urine Urinary proteome Urinary tract infection/hematuria urine |
Title | Multiplexed quantification of 63 proteins in human urine by multiple reaction monitoring-based mass spectrometry for discovery of potential bladder cancer biomarkers |
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