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Multiple protein biomarker assessment for recombinant bovine somatotropin (rbST) abuse in cattle
Biomarker profiling, as a rapid screening approach for detection of hormone abuse, requires well selected candidate biomarkers and a thorough in vivo biomarker evaluation as previously done for detection of growth hormone doping in athletes. The bovine equivalent of growth hormone, called recombinan...
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Published in: | PloS one 2012-12, Vol.7 (12), p.e52917-e52917 |
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description | Biomarker profiling, as a rapid screening approach for detection of hormone abuse, requires well selected candidate biomarkers and a thorough in vivo biomarker evaluation as previously done for detection of growth hormone doping in athletes. The bovine equivalent of growth hormone, called recombinant bovine somatotropin (rbST) is (il)legally administered to enhance milk production in dairy cows. In this study, first a generic sample pre-treatment and 4-plex flow cytometric immunoassay (FCIA) were developed for simultaneous measurement of four candidate biomarkers selected from literature: insulin-like growth factor 1 (IGF-1), its binding protein 2 (IGFBP2), osteocalcin and endogenously produced antibodies against rbST. Next, bovine serum samples from two extensive controlled rbST animal treatment studies were used for in vivo validation and biomarker evaluation. Finally, advanced statistic tools were tested for the assessment of biomarker combination quality aiming to correctly identify rbST-treated animals. The statistical prediction tool k-nearest neighbours using a combination of the biomarkers osteocalcin and endogenously produced antibodies against rbST proved to be very reliable and correctly predicted 95% of the treated samples starting from the second rbST injection until the end of the treatment period and even thereafter. With the same biomarker combination, only 12% of untreated animals appeared false-positive. This reliability meets the requirements of Commission Decision 2002/657/EC for screening methods in veterinary control. From the results of this multidisciplinary study, it is concluded that the osteocalcin - anti-rbST-antibodies combination represent fit-for-purpose biomarkers for screening of rbST abuse in dairy cattle and can be reliably measured in both the developed 4-plex FCIA as well as in a cost-effective 2-plex microsphere-based binding assay. This screening method can be incorporated in routine veterinary monitoring programmes: in the European Union for detection of rbST abuse and in the control of rbST-free dairy farms in the United States of America and other countries. |
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The bovine equivalent of growth hormone, called recombinant bovine somatotropin (rbST) is (il)legally administered to enhance milk production in dairy cows. In this study, first a generic sample pre-treatment and 4-plex flow cytometric immunoassay (FCIA) were developed for simultaneous measurement of four candidate biomarkers selected from literature: insulin-like growth factor 1 (IGF-1), its binding protein 2 (IGFBP2), osteocalcin and endogenously produced antibodies against rbST. Next, bovine serum samples from two extensive controlled rbST animal treatment studies were used for in vivo validation and biomarker evaluation. Finally, advanced statistic tools were tested for the assessment of biomarker combination quality aiming to correctly identify rbST-treated animals. The statistical prediction tool k-nearest neighbours using a combination of the biomarkers osteocalcin and endogenously produced antibodies against rbST proved to be very reliable and correctly predicted 95% of the treated samples starting from the second rbST injection until the end of the treatment period and even thereafter. With the same biomarker combination, only 12% of untreated animals appeared false-positive. This reliability meets the requirements of Commission Decision 2002/657/EC for screening methods in veterinary control. From the results of this multidisciplinary study, it is concluded that the osteocalcin - anti-rbST-antibodies combination represent fit-for-purpose biomarkers for screening of rbST abuse in dairy cattle and can be reliably measured in both the developed 4-plex FCIA as well as in a cost-effective 2-plex microsphere-based binding assay. This screening method can be incorporated in routine veterinary monitoring programmes: in the European Union for detection of rbST abuse and in the control of rbST-free dairy farms in the United States of America and other countries.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0052917</identifier><identifier>PMID: 23300820</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Abuse ; Animal behavior ; Animal lactation ; Animals ; Antibodies ; Antibodies - blood ; antibody-formation ; Athletes ; Biocompatibility ; Biology ; Biomarkers ; Biomarkers - blood ; Biomedical materials ; Bovidae ; Bovine somatotropin ; Cattle ; Cattle industry ; collagen turnover ; Control methods ; Cow's milk ; Dairy cattle ; Dairy farming ; Dairy farms ; Evaluation ; Farms ; Flow Cytometry ; Food safety ; gh abuse ; Growth hormone ; Growth Hormone - blood ; Growth hormones ; human growth-hormone ; i concentrations ; igf binding-proteins ; Immunoassay ; Immunoglobulins ; In vivo methods and tests ; Insulin ; Insulin-Like Growth Factor Binding Protein 2 - blood ; Insulin-like growth factor I ; Insulin-Like Growth Factor I - metabolism ; Insulin-like growth factor-binding protein 2 ; Insulin-like growth factors ; Mass spectrometry ; Mathematics ; Medicine ; Milk ; Milk production ; Multidisciplinary research ; Osteocalcin ; Osteocalcin - blood ; Physiology ; Predictions ; Protein binding ; Proteins ; proteomic approach ; Recombinant Proteins - blood ; Samples ; Scientific imaging ; Screening ; serum ; Statistical analysis ; Statistical methods ; Studies ; veal calves ; Veterinary medicine ; Veterinary Science</subject><ispartof>PloS one, 2012-12, Vol.7 (12), p.e52917-e52917</ispartof><rights>COPYRIGHT 2012 Public Library of Science</rights><rights>2012 Ludwig et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License: https://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2012 Ludwig et al 2012 Ludwig et al</rights><rights>Wageningen University & Research</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c644t-a767759a6acdb872e63e127a50df8e09136f97e3853fb6fc76f27c19d1371a03</citedby><cites>FETCH-LOGICAL-c644t-a767759a6acdb872e63e127a50df8e09136f97e3853fb6fc76f27c19d1371a03</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/1327231848/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/1327231848?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,25732,27903,27904,36991,36992,44569,53769,53771,74872</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/23300820$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Koomen, John Matthew</contributor><creatorcontrib>Ludwig, Susann K J</creatorcontrib><creatorcontrib>Smits, Nathalie G E</creatorcontrib><creatorcontrib>van der Veer, Grishja</creatorcontrib><creatorcontrib>Bremer, Maria G E G</creatorcontrib><creatorcontrib>Nielen, Michel W F</creatorcontrib><title>Multiple protein biomarker assessment for recombinant bovine somatotropin (rbST) abuse in cattle</title><title>PloS one</title><addtitle>PLoS One</addtitle><description>Biomarker profiling, as a rapid screening approach for detection of hormone abuse, requires well selected candidate biomarkers and a thorough in vivo biomarker evaluation as previously done for detection of growth hormone doping in athletes. The bovine equivalent of growth hormone, called recombinant bovine somatotropin (rbST) is (il)legally administered to enhance milk production in dairy cows. In this study, first a generic sample pre-treatment and 4-plex flow cytometric immunoassay (FCIA) were developed for simultaneous measurement of four candidate biomarkers selected from literature: insulin-like growth factor 1 (IGF-1), its binding protein 2 (IGFBP2), osteocalcin and endogenously produced antibodies against rbST. Next, bovine serum samples from two extensive controlled rbST animal treatment studies were used for in vivo validation and biomarker evaluation. Finally, advanced statistic tools were tested for the assessment of biomarker combination quality aiming to correctly identify rbST-treated animals. 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This screening method can be incorporated in routine veterinary monitoring programmes: in the European Union for detection of rbST abuse and in the control of rbST-free dairy farms in the United States of America and other countries.</description><subject>Abuse</subject><subject>Animal behavior</subject><subject>Animal lactation</subject><subject>Animals</subject><subject>Antibodies</subject><subject>Antibodies - blood</subject><subject>antibody-formation</subject><subject>Athletes</subject><subject>Biocompatibility</subject><subject>Biology</subject><subject>Biomarkers</subject><subject>Biomarkers - blood</subject><subject>Biomedical materials</subject><subject>Bovidae</subject><subject>Bovine somatotropin</subject><subject>Cattle</subject><subject>Cattle industry</subject><subject>collagen turnover</subject><subject>Control methods</subject><subject>Cow's milk</subject><subject>Dairy cattle</subject><subject>Dairy farming</subject><subject>Dairy farms</subject><subject>Evaluation</subject><subject>Farms</subject><subject>Flow Cytometry</subject><subject>Food safety</subject><subject>gh abuse</subject><subject>Growth hormone</subject><subject>Growth Hormone - blood</subject><subject>Growth hormones</subject><subject>human growth-hormone</subject><subject>i concentrations</subject><subject>igf binding-proteins</subject><subject>Immunoassay</subject><subject>Immunoglobulins</subject><subject>In vivo methods and tests</subject><subject>Insulin</subject><subject>Insulin-Like Growth Factor Binding Protein 2 - blood</subject><subject>Insulin-like growth factor I</subject><subject>Insulin-Like Growth Factor I - metabolism</subject><subject>Insulin-like growth factor-binding protein 2</subject><subject>Insulin-like growth factors</subject><subject>Mass spectrometry</subject><subject>Mathematics</subject><subject>Medicine</subject><subject>Milk</subject><subject>Milk production</subject><subject>Multidisciplinary research</subject><subject>Osteocalcin</subject><subject>Osteocalcin - blood</subject><subject>Physiology</subject><subject>Predictions</subject><subject>Protein binding</subject><subject>Proteins</subject><subject>proteomic approach</subject><subject>Recombinant Proteins - blood</subject><subject>Samples</subject><subject>Scientific imaging</subject><subject>Screening</subject><subject>serum</subject><subject>Statistical analysis</subject><subject>Statistical methods</subject><subject>Studies</subject><subject>veal calves</subject><subject>Veterinary medicine</subject><subject>Veterinary Science</subject><issn>1932-6203</issn><issn>1932-6203</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2012</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNptUk1v1DAQjRCIlsI_QBCJSznsYnsSO-GAVFV8VCriwN6N40wWL46d2kkr_j1ON626qLJke-z3nmeeJ8teU7KmIOiHnZ-CU3Y9eIdrQkpWU_EkO6Y1sBVnBJ4-2B9lL2LcJRBUnD_PjhgAIRUjx9mv75MdzWAxH4If0bi8Mb5X4Q-GXMWIMfboxrzzIQ-ofd8Yp1Lc-GvjMI8JOvox-CERT0Pzc_M-V80UMU-xVuNo8WX2rFM24qtlPck2Xz5vzr-tLn98vTg_u1xpXhTjSgkuRFkrrnTbVIIhB6RMqJK0XYWkpsC7WiBUJXQN77TgHROa1u3shSJwkr3dyw7WR7l4EyUFJhjQqqgS4mKPaL3aySGYVOVf6ZWRtwc-bKUKo9EWJdYKOG0ZNLUoOKtrDRU0RUUVUCWQJa2Pe60btUVnXJqkU0GbeCtoTRNm8ZspSGfnZZiaKAuAsphT_bSkOjU9tjr5G5Q9yOjwxpnfcuuvJZRAoZpfP10Egr-aMI6yN1Gjtcqhn1LRTAAUQvAZ-u4_6OPWLKitStUb16UvVXoWlWdJhwDUJU-o9SOoNFrsjU5d2Jl0fkAo9gQdfIwBu_saKZHzv90lI-celksPJ9qbh_7ck-6aFv4BWJnv9A</recordid><startdate>20121227</startdate><enddate>20121227</enddate><creator>Ludwig, Susann K J</creator><creator>Smits, Nathalie G E</creator><creator>van der Veer, Grishja</creator><creator>Bremer, Maria G E G</creator><creator>Nielen, Michel W F</creator><general>Public Library of Science</general><general>Public Library of Science (PLoS)</general><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>3V.</scope><scope>7QG</scope><scope>7QL</scope><scope>7QO</scope><scope>7RV</scope><scope>7SN</scope><scope>7SS</scope><scope>7T5</scope><scope>7TG</scope><scope>7TM</scope><scope>7U9</scope><scope>7X2</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8C1</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>D1I</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>KB.</scope><scope>KB0</scope><scope>KL.</scope><scope>L6V</scope><scope>LK8</scope><scope>M0K</scope><scope>M0S</scope><scope>M1P</scope><scope>M7N</scope><scope>M7P</scope><scope>M7S</scope><scope>NAPCQ</scope><scope>P5Z</scope><scope>P62</scope><scope>P64</scope><scope>PATMY</scope><scope>PDBOC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope><scope>PYCSY</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope><scope>QVL</scope><scope>DOA</scope></search><sort><creationdate>20121227</creationdate><title>Multiple protein biomarker assessment for recombinant bovine somatotropin (rbST) abuse in cattle</title><author>Ludwig, Susann K J ; Smits, Nathalie G E ; van der Veer, Grishja ; Bremer, Maria G E G ; Nielen, Michel W F</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c644t-a767759a6acdb872e63e127a50df8e09136f97e3853fb6fc76f27c19d1371a03</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2012</creationdate><topic>Abuse</topic><topic>Animal behavior</topic><topic>Animal lactation</topic><topic>Animals</topic><topic>Antibodies</topic><topic>Antibodies - 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Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>NARCIS:Publications</collection><collection>DOAJ: Directory of Open Access Journals</collection><jtitle>PloS one</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ludwig, Susann K J</au><au>Smits, Nathalie G E</au><au>van der Veer, Grishja</au><au>Bremer, Maria G E G</au><au>Nielen, Michel W F</au><au>Koomen, John Matthew</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Multiple protein biomarker assessment for recombinant bovine somatotropin (rbST) abuse in cattle</atitle><jtitle>PloS one</jtitle><addtitle>PLoS One</addtitle><date>2012-12-27</date><risdate>2012</risdate><volume>7</volume><issue>12</issue><spage>e52917</spage><epage>e52917</epage><pages>e52917-e52917</pages><issn>1932-6203</issn><eissn>1932-6203</eissn><abstract>Biomarker profiling, as a rapid screening approach for detection of hormone abuse, requires well selected candidate biomarkers and a thorough in vivo biomarker evaluation as previously done for detection of growth hormone doping in athletes. The bovine equivalent of growth hormone, called recombinant bovine somatotropin (rbST) is (il)legally administered to enhance milk production in dairy cows. In this study, first a generic sample pre-treatment and 4-plex flow cytometric immunoassay (FCIA) were developed for simultaneous measurement of four candidate biomarkers selected from literature: insulin-like growth factor 1 (IGF-1), its binding protein 2 (IGFBP2), osteocalcin and endogenously produced antibodies against rbST. Next, bovine serum samples from two extensive controlled rbST animal treatment studies were used for in vivo validation and biomarker evaluation. Finally, advanced statistic tools were tested for the assessment of biomarker combination quality aiming to correctly identify rbST-treated animals. The statistical prediction tool k-nearest neighbours using a combination of the biomarkers osteocalcin and endogenously produced antibodies against rbST proved to be very reliable and correctly predicted 95% of the treated samples starting from the second rbST injection until the end of the treatment period and even thereafter. With the same biomarker combination, only 12% of untreated animals appeared false-positive. This reliability meets the requirements of Commission Decision 2002/657/EC for screening methods in veterinary control. From the results of this multidisciplinary study, it is concluded that the osteocalcin - anti-rbST-antibodies combination represent fit-for-purpose biomarkers for screening of rbST abuse in dairy cattle and can be reliably measured in both the developed 4-plex FCIA as well as in a cost-effective 2-plex microsphere-based binding assay. This screening method can be incorporated in routine veterinary monitoring programmes: in the European Union for detection of rbST abuse and in the control of rbST-free dairy farms in the United States of America and other countries.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>23300820</pmid><doi>10.1371/journal.pone.0052917</doi><oa>free_for_read</oa></addata></record> |
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recordid | cdi_plos_journals_1327231848 |
source | Publicly Available Content Database; PubMed Central |
subjects | Abuse Animal behavior Animal lactation Animals Antibodies Antibodies - blood antibody-formation Athletes Biocompatibility Biology Biomarkers Biomarkers - blood Biomedical materials Bovidae Bovine somatotropin Cattle Cattle industry collagen turnover Control methods Cow's milk Dairy cattle Dairy farming Dairy farms Evaluation Farms Flow Cytometry Food safety gh abuse Growth hormone Growth Hormone - blood Growth hormones human growth-hormone i concentrations igf binding-proteins Immunoassay Immunoglobulins In vivo methods and tests Insulin Insulin-Like Growth Factor Binding Protein 2 - blood Insulin-like growth factor I Insulin-Like Growth Factor I - metabolism Insulin-like growth factor-binding protein 2 Insulin-like growth factors Mass spectrometry Mathematics Medicine Milk Milk production Multidisciplinary research Osteocalcin Osteocalcin - blood Physiology Predictions Protein binding Proteins proteomic approach Recombinant Proteins - blood Samples Scientific imaging Screening serum Statistical analysis Statistical methods Studies veal calves Veterinary medicine Veterinary Science |
title | Multiple protein biomarker assessment for recombinant bovine somatotropin (rbST) abuse in cattle |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-26T18%3A00%3A43IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_plos_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Multiple%20protein%20biomarker%20assessment%20for%20recombinant%20bovine%20somatotropin%20(rbST)%20abuse%20in%20cattle&rft.jtitle=PloS%20one&rft.au=Ludwig,%20Susann%20K%20J&rft.date=2012-12-27&rft.volume=7&rft.issue=12&rft.spage=e52917&rft.epage=e52917&rft.pages=e52917-e52917&rft.issn=1932-6203&rft.eissn=1932-6203&rft_id=info:doi/10.1371/journal.pone.0052917&rft_dat=%3Cgale_plos_%3EA477033956%3C/gale_plos_%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c644t-a767759a6acdb872e63e127a50df8e09136f97e3853fb6fc76f27c19d1371a03%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=1327231848&rft_id=info:pmid/23300820&rft_galeid=A477033956&rfr_iscdi=true |