Assessment of high-throughput high-resolution MALDI-TOF-MS of urinary peptides for the detection of muscle-invasive bladder cancer

Purpose: There is a need for better biomarkers to both detect bladder cancer and distinguish muscle‐invasive (stage T2+) from non‐invasive (stage Ta/T1) disease. We assess whether MALDI‐TOF‐MS of the urine peptidome can achieve this. Experimental design: We analysed urine from 751 patients with blad...

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Veröffentlicht in:Proteomics. Clinical applications 2011-10, Vol.5 (9-10), p.493-503
Hauptverfasser: Bryan, Richard T., Wei, Wenbin, Shimwell, Neil J., Collins, Stuart I., Hussain, Syed A., Billingham, Lucinda J., Murray, Paul G., Deshmukh, Nayneeta, James, Nicholas D., Wallace, D. Michael A., Johnson, Philip J., Zeegers, Maurice P., Cheng, K. K., Martin, Ashley, Ward, Douglas G.
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container_end_page 503
container_issue 9-10
container_start_page 493
container_title Proteomics. Clinical applications
container_volume 5
creator Bryan, Richard T.
Wei, Wenbin
Shimwell, Neil J.
Collins, Stuart I.
Hussain, Syed A.
Billingham, Lucinda J.
Murray, Paul G.
Deshmukh, Nayneeta
James, Nicholas D.
Wallace, D. Michael A.
Johnson, Philip J.
Zeegers, Maurice P.
Cheng, K. K.
Martin, Ashley
Ward, Douglas G.
description Purpose: There is a need for better biomarkers to both detect bladder cancer and distinguish muscle‐invasive (stage T2+) from non‐invasive (stage Ta/T1) disease. We assess whether MALDI‐TOF‐MS of the urine peptidome can achieve this. Experimental design: We analysed urine from 751 patients with bladder cancer and 127 patients without bladder cancer. Endogenous peptide profiling was performed using a Bruker Ultraflextreme MALDI‐TOF‐MS. Results: Significant differences were seen between the spectra of urine from patients with and without T2+ disease. Albumin, total protein and haematuria were also elevated in T2+ patients. Haematuria was detected in 39% of patients with Ta/T1 disease and in 77% of patients with T2+ disease. Class prediction models based on MALDI data produced areas under receiver‐operator characteristic curves of up to 0.76 but did not significantly outperform a model based on total protein alone. Many peptides significantly associated with invasive disease are fragments of abundant blood proteins and are also associated with haematuria. Conclusions and clinical relevance: Microscopic haematuria is strongly associated with invasive disease; even traces of blood/plasma strongly influence the urinary peptidome. This needs to be taken into consideration when using ‘omic’ methods to search for urinary biomarkers as blood proteins may give false‐positive results.
doi_str_mv 10.1002/prca.201100011
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Results: Significant differences were seen between the spectra of urine from patients with and without T2+ disease. Albumin, total protein and haematuria were also elevated in T2+ patients. Haematuria was detected in 39% of patients with Ta/T1 disease and in 77% of patients with T2+ disease. Class prediction models based on MALDI data produced areas under receiver‐operator characteristic curves of up to 0.76 but did not significantly outperform a model based on total protein alone. Many peptides significantly associated with invasive disease are fragments of abundant blood proteins and are also associated with haematuria. Conclusions and clinical relevance: Microscopic haematuria is strongly associated with invasive disease; even traces of blood/plasma strongly influence the urinary peptidome. This needs to be taken into consideration when using ‘omic’ methods to search for urinary biomarkers as blood proteins may give false‐positive results.</description><identifier>ISSN: 1862-8346</identifier><identifier>EISSN: 1862-8354</identifier><identifier>DOI: 10.1002/prca.201100011</identifier><identifier>PMID: 21805675</identifier><language>eng</language><publisher>Weinheim: WILEY-VCH Verlag</publisher><subject>Adult ; Aged ; Aged, 80 and over ; Area Under Curve ; Biological and medical sciences ; Biomarker ; Biomarkers ; Biomarkers, Tumor - urine ; Bladder ; Bladder cancer ; Cancer ; Diverse techniques ; Female ; Fundamental and applied biological sciences. Psychology ; Hematuria - metabolism ; Humans ; Male ; Medical research ; Medical sciences ; Middle Aged ; Molecular and cellular biology ; Neoplasm Invasiveness ; Neoplasm Staging ; Nephrology. 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Michael A.</creatorcontrib><creatorcontrib>Johnson, Philip J.</creatorcontrib><creatorcontrib>Zeegers, Maurice P.</creatorcontrib><creatorcontrib>Cheng, K. K.</creatorcontrib><creatorcontrib>Martin, Ashley</creatorcontrib><creatorcontrib>Ward, Douglas G.</creatorcontrib><title>Assessment of high-throughput high-resolution MALDI-TOF-MS of urinary peptides for the detection of muscle-invasive bladder cancer</title><title>Proteomics. Clinical applications</title><addtitle>Prot. Clin. Appl</addtitle><description>Purpose: There is a need for better biomarkers to both detect bladder cancer and distinguish muscle‐invasive (stage T2+) from non‐invasive (stage Ta/T1) disease. We assess whether MALDI‐TOF‐MS of the urine peptidome can achieve this. Experimental design: We analysed urine from 751 patients with bladder cancer and 127 patients without bladder cancer. Endogenous peptide profiling was performed using a Bruker Ultraflextreme MALDI‐TOF‐MS. Results: Significant differences were seen between the spectra of urine from patients with and without T2+ disease. Albumin, total protein and haematuria were also elevated in T2+ patients. Haematuria was detected in 39% of patients with Ta/T1 disease and in 77% of patients with T2+ disease. Class prediction models based on MALDI data produced areas under receiver‐operator characteristic curves of up to 0.76 but did not significantly outperform a model based on total protein alone. Many peptides significantly associated with invasive disease are fragments of abundant blood proteins and are also associated with haematuria. Conclusions and clinical relevance: Microscopic haematuria is strongly associated with invasive disease; even traces of blood/plasma strongly influence the urinary peptidome. 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Class prediction models based on MALDI data produced areas under receiver‐operator characteristic curves of up to 0.76 but did not significantly outperform a model based on total protein alone. Many peptides significantly associated with invasive disease are fragments of abundant blood proteins and are also associated with haematuria. Conclusions and clinical relevance: Microscopic haematuria is strongly associated with invasive disease; even traces of blood/plasma strongly influence the urinary peptidome. This needs to be taken into consideration when using ‘omic’ methods to search for urinary biomarkers as blood proteins may give false‐positive results.</abstract><cop>Weinheim</cop><pub>WILEY-VCH Verlag</pub><pmid>21805675</pmid><doi>10.1002/prca.201100011</doi><tpages>11</tpages></addata></record>
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subjects Adult
Aged
Aged, 80 and over
Area Under Curve
Biological and medical sciences
Biomarker
Biomarkers
Biomarkers, Tumor - urine
Bladder
Bladder cancer
Cancer
Diverse techniques
Female
Fundamental and applied biological sciences. Psychology
Hematuria - metabolism
Humans
Male
Medical research
Medical sciences
Middle Aged
Molecular and cellular biology
Neoplasm Invasiveness
Neoplasm Staging
Nephrology. Urinary tract diseases
Peptides
Peptides - urine
Peptidome
ROC Curve
Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization
Tumors of the urinary system
Urinary Bladder Neoplasms - pathology
Urinary Bladder Neoplasms - urine
Urinary tract. Prostate gland
Urine
title Assessment of high-throughput high-resolution MALDI-TOF-MS of urinary peptides for the detection of muscle-invasive bladder cancer
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