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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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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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.</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. 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</subject><ispartof>Proteomics. Clinical applications, 2011-10, Vol.5 (9-10), p.493-503</ispartof><rights>Copyright © 2011 WILEY‐VCH Verlag GmbH & Co. KGaA, Weinheim</rights><rights>2015 INIST-CNRS</rights><rights>Copyright © 2011 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim.</rights><rights>Copyright © 2011 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4721-258eb9c99056a5e5e1e2de278f4aff65d937bf9dcdb6fc4eb77a900506627f7d3</citedby><cites>FETCH-LOGICAL-c4721-258eb9c99056a5e5e1e2de278f4aff65d937bf9dcdb6fc4eb77a900506627f7d3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Fprca.201100011$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fprca.201100011$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,776,780,1411,27901,27902,45550,45551</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=24616931$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/21805675$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Bryan, Richard T.</creatorcontrib><creatorcontrib>Wei, Wenbin</creatorcontrib><creatorcontrib>Shimwell, Neil J.</creatorcontrib><creatorcontrib>Collins, Stuart I.</creatorcontrib><creatorcontrib>Hussain, Syed A.</creatorcontrib><creatorcontrib>Billingham, Lucinda J.</creatorcontrib><creatorcontrib>Murray, Paul G.</creatorcontrib><creatorcontrib>Deshmukh, Nayneeta</creatorcontrib><creatorcontrib>James, Nicholas D.</creatorcontrib><creatorcontrib>Wallace, D. 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. 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><subject>Adult</subject><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Area Under Curve</subject><subject>Biological and medical sciences</subject><subject>Biomarker</subject><subject>Biomarkers</subject><subject>Biomarkers, Tumor - urine</subject><subject>Bladder</subject><subject>Bladder cancer</subject><subject>Cancer</subject><subject>Diverse techniques</subject><subject>Female</subject><subject>Fundamental and applied biological sciences. Psychology</subject><subject>Hematuria - metabolism</subject><subject>Humans</subject><subject>Male</subject><subject>Medical research</subject><subject>Medical sciences</subject><subject>Middle Aged</subject><subject>Molecular and cellular biology</subject><subject>Neoplasm Invasiveness</subject><subject>Neoplasm Staging</subject><subject>Nephrology. Urinary tract diseases</subject><subject>Peptides</subject><subject>Peptides - urine</subject><subject>Peptidome</subject><subject>ROC Curve</subject><subject>Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization</subject><subject>Tumors of the urinary system</subject><subject>Urinary Bladder Neoplasms - pathology</subject><subject>Urinary Bladder Neoplasms - urine</subject><subject>Urinary tract. Prostate gland</subject><subject>Urine</subject><issn>1862-8346</issn><issn>1862-8354</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2011</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkUtv1DAUhSMEog_YskSREGKVIXb8iJejgU4rzdAKimZpOfZ145JJUjtp6ZZfjocMA2LDwo8rfef4-p4keYXyGcpz_L73Ws1wjmIRtyfJMSoZzsqCkqeHO2FHyUkIt3lOCeb58-QIozKnjNPj5Mc8BAhhC-2Qdjat3U2dDbXvxpu6H4ep9hC6Zhxc16br-erDRXZ9eZatv-z40btW-ce0h35wBkJqO58ONaQGBtC_JJHajkE3kLn2XgV3D2nVKGPAp1q1GvyL5JlVTYCX-_M0-Xr28Xpxnq0ulxeL-SrThGOUYVpCJbQQsXNFgQICbADz0hJlLaNGFLyywmhTMasJVJwrEb-cM4a55aY4Td5Nvr3v7kYIg9y6oKFpVAvdGKRACDEeVyTf_EPedqNvY3MSUcQJEUiQSM0mSvsuBA9W9t5t4zQkyuUuHLkLRx7CiYLXe9ux2oI54L_TiMDbPaCCVo31cT4u_OEIQ0wUOyMxcQ-ugcf_PCuvPi_mfzeRTVoXBvh-0Cr_TTJecCo3n5Zyfb7YXBV0I5fFTz4IuIA</recordid><startdate>201110</startdate><enddate>201110</enddate><creator>Bryan, Richard T.</creator><creator>Wei, Wenbin</creator><creator>Shimwell, Neil J.</creator><creator>Collins, Stuart I.</creator><creator>Hussain, Syed A.</creator><creator>Billingham, Lucinda J.</creator><creator>Murray, Paul G.</creator><creator>Deshmukh, Nayneeta</creator><creator>James, Nicholas D.</creator><creator>Wallace, D. Michael A.</creator><creator>Johnson, Philip J.</creator><creator>Zeegers, Maurice P.</creator><creator>Cheng, K. K.</creator><creator>Martin, Ashley</creator><creator>Ward, Douglas G.</creator><general>WILEY-VCH Verlag</general><general>WILEY‐VCH Verlag</general><general>Wiley</general><general>Wiley Subscription Services, Inc</general><scope>BSCLL</scope><scope>IQODW</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7T5</scope><scope>7TK</scope><scope>7TM</scope><scope>7TO</scope><scope>8FD</scope><scope>FR3</scope><scope>H94</scope><scope>K9.</scope><scope>P64</scope><scope>RC3</scope><scope>7QO</scope></search><sort><creationdate>201110</creationdate><title>Assessment of high-throughput high-resolution MALDI-TOF-MS of urinary peptides for the detection of muscle-invasive bladder cancer</title><author>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. 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Psychology</topic><topic>Hematuria - metabolism</topic><topic>Humans</topic><topic>Male</topic><topic>Medical research</topic><topic>Medical sciences</topic><topic>Middle Aged</topic><topic>Molecular and cellular biology</topic><topic>Neoplasm Invasiveness</topic><topic>Neoplasm Staging</topic><topic>Nephrology. Urinary tract diseases</topic><topic>Peptides</topic><topic>Peptides - urine</topic><topic>Peptidome</topic><topic>ROC Curve</topic><topic>Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization</topic><topic>Tumors of the urinary system</topic><topic>Urinary Bladder Neoplasms - pathology</topic><topic>Urinary Bladder Neoplasms - urine</topic><topic>Urinary tract. Prostate gland</topic><topic>Urine</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Bryan, Richard T.</creatorcontrib><creatorcontrib>Wei, Wenbin</creatorcontrib><creatorcontrib>Shimwell, Neil J.</creatorcontrib><creatorcontrib>Collins, Stuart I.</creatorcontrib><creatorcontrib>Hussain, Syed A.</creatorcontrib><creatorcontrib>Billingham, Lucinda J.</creatorcontrib><creatorcontrib>Murray, Paul G.</creatorcontrib><creatorcontrib>Deshmukh, Nayneeta</creatorcontrib><creatorcontrib>James, Nicholas D.</creatorcontrib><creatorcontrib>Wallace, D. Michael A.</creatorcontrib><creatorcontrib>Johnson, Philip J.</creatorcontrib><creatorcontrib>Zeegers, Maurice P.</creatorcontrib><creatorcontrib>Cheng, K. 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Clinical applications</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Bryan, Richard T.</au><au>Wei, Wenbin</au><au>Shimwell, Neil J.</au><au>Collins, Stuart I.</au><au>Hussain, Syed A.</au><au>Billingham, Lucinda J.</au><au>Murray, Paul G.</au><au>Deshmukh, Nayneeta</au><au>James, Nicholas D.</au><au>Wallace, D. Michael A.</au><au>Johnson, Philip J.</au><au>Zeegers, Maurice P.</au><au>Cheng, K. K.</au><au>Martin, Ashley</au><au>Ward, Douglas G.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Assessment of high-throughput high-resolution MALDI-TOF-MS of urinary peptides for the detection of muscle-invasive bladder cancer</atitle><jtitle>Proteomics. Clinical applications</jtitle><addtitle>Prot. Clin. Appl</addtitle><date>2011-10</date><risdate>2011</risdate><volume>5</volume><issue>9-10</issue><spage>493</spage><epage>503</epage><pages>493-503</pages><issn>1862-8346</issn><eissn>1862-8354</eissn><abstract>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.</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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