A novel tool to screen for treatments with clenbuterol in bovine: Identification of two hepatic markers by metabolomics investigation
•Metabolomics analysis underscored markers of clenbuterol administration.•Clenbuterol administration affect metabolic pathways in liver.•Quantification of liver metabolites indirectly reveal clenbuterol administration.•A diagnostic tool to detect abuse of clenbuterol was developed and validated. Sur...
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Veröffentlicht in: | Food chemistry 2021-08, Vol.353, p.129366-129366, Article 129366 |
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container_title | Food chemistry |
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creator | Stella, Roberto Bovo, Davide Mastrorilli, Eleonora Manuali, Elisabetta Pezzolato, Marzia Bozzetta, Elena Lega, Francesca Angeletti, Roberto Biancotto, Giancarlo |
description | •Metabolomics analysis underscored markers of clenbuterol administration.•Clenbuterol administration affect metabolic pathways in liver.•Quantification of liver metabolites indirectly reveal clenbuterol administration.•A diagnostic tool to detect abuse of clenbuterol was developed and validated.
Surveillance of illegal use of growth promoters such as β2-agonists in food producing animals rely on the detection of drug residues by LC-MS/MS. Screening strategies focusing on indirect physiological responses following administration of active compounds are promising approaches to strengthen existing targeted methods and ensure food safety.
A metabolomics analysis based on LC-HRMS was carried out on liver extracts from bulls experimentally treated with clenbuterol combined with dexamethasone (n = 8) to mimic a potential anabolic practice, and control animals (n = 8). Nicotinic acid and 5′-deoxy-5′-methylthioadenosine were identified as biomarkers of treatment. Ratio values of such markers to others of the same metabolic pathways (nicotinamide or methionine) were used to develop a classification model to assign animals as treated with clenbuterol or non-treated.
The classification model was tested on an external validation set comprising 74 animals either treated with different anabolic compounds (β2-agonists, sexual steroids, corticosteroid), or non-treated, showing 100% sensitivity and specificity. |
doi_str_mv | 10.1016/j.foodchem.2021.129366 |
format | Article |
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Surveillance of illegal use of growth promoters such as β2-agonists in food producing animals rely on the detection of drug residues by LC-MS/MS. Screening strategies focusing on indirect physiological responses following administration of active compounds are promising approaches to strengthen existing targeted methods and ensure food safety.
A metabolomics analysis based on LC-HRMS was carried out on liver extracts from bulls experimentally treated with clenbuterol combined with dexamethasone (n = 8) to mimic a potential anabolic practice, and control animals (n = 8). Nicotinic acid and 5′-deoxy-5′-methylthioadenosine were identified as biomarkers of treatment. Ratio values of such markers to others of the same metabolic pathways (nicotinamide or methionine) were used to develop a classification model to assign animals as treated with clenbuterol or non-treated.
The classification model was tested on an external validation set comprising 74 animals either treated with different anabolic compounds (β2-agonists, sexual steroids, corticosteroid), or non-treated, showing 100% sensitivity and specificity.</description><identifier>ISSN: 0308-8146</identifier><identifier>EISSN: 1873-7072</identifier><identifier>DOI: 10.1016/j.foodchem.2021.129366</identifier><identifier>PMID: 33838430</identifier><language>eng</language><publisher>England: Elsevier Ltd</publisher><subject>Bulls ; Food safety ; Liver ; Metabolomics ; β-Agonists</subject><ispartof>Food chemistry, 2021-08, Vol.353, p.129366-129366, Article 129366</ispartof><rights>2021 Elsevier Ltd</rights><rights>Copyright © 2021 Elsevier Ltd. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c368t-91dfa25a29abec379c57481612f0596fac5761cf44c9f61b894f1ad797105f1f3</citedby><cites>FETCH-LOGICAL-c368t-91dfa25a29abec379c57481612f0596fac5761cf44c9f61b894f1ad797105f1f3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0308814621003721$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3536,27903,27904,65309</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33838430$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Stella, Roberto</creatorcontrib><creatorcontrib>Bovo, Davide</creatorcontrib><creatorcontrib>Mastrorilli, Eleonora</creatorcontrib><creatorcontrib>Manuali, Elisabetta</creatorcontrib><creatorcontrib>Pezzolato, Marzia</creatorcontrib><creatorcontrib>Bozzetta, Elena</creatorcontrib><creatorcontrib>Lega, Francesca</creatorcontrib><creatorcontrib>Angeletti, Roberto</creatorcontrib><creatorcontrib>Biancotto, Giancarlo</creatorcontrib><title>A novel tool to screen for treatments with clenbuterol in bovine: Identification of two hepatic markers by metabolomics investigation</title><title>Food chemistry</title><addtitle>Food Chem</addtitle><description>•Metabolomics analysis underscored markers of clenbuterol administration.•Clenbuterol administration affect metabolic pathways in liver.•Quantification of liver metabolites indirectly reveal clenbuterol administration.•A diagnostic tool to detect abuse of clenbuterol was developed and validated.
Surveillance of illegal use of growth promoters such as β2-agonists in food producing animals rely on the detection of drug residues by LC-MS/MS. Screening strategies focusing on indirect physiological responses following administration of active compounds are promising approaches to strengthen existing targeted methods and ensure food safety.
A metabolomics analysis based on LC-HRMS was carried out on liver extracts from bulls experimentally treated with clenbuterol combined with dexamethasone (n = 8) to mimic a potential anabolic practice, and control animals (n = 8). Nicotinic acid and 5′-deoxy-5′-methylthioadenosine were identified as biomarkers of treatment. Ratio values of such markers to others of the same metabolic pathways (nicotinamide or methionine) were used to develop a classification model to assign animals as treated with clenbuterol or non-treated.
The classification model was tested on an external validation set comprising 74 animals either treated with different anabolic compounds (β2-agonists, sexual steroids, corticosteroid), or non-treated, showing 100% sensitivity and specificity.</description><subject>Bulls</subject><subject>Food safety</subject><subject>Liver</subject><subject>Metabolomics</subject><subject>β-Agonists</subject><issn>0308-8146</issn><issn>1873-7072</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNqFkcFu1DAQhi1ERZfCK1Q-csnisR3H4URV0VKpEhd6thxnzHpJ4sX2btUH4L3xsi1XLjMa6fvn18xPyCWwNTBQH7drH-PoNjivOeOwBt4LpV6RFehONB3r-GuyYoLpRoNU5-RtzlvGGGeg35BzIbTQUrAV-X1Fl3jAiZYYj4VmlxAX6mOiJaEtMy4l08dQNtRNuAz7gqmSYaFDPIQFP9G7sSLBB2dLiAuNnpbHSDe4q7Ojs00_MWU6PNEZix3iFOfgcl1wwFzCj7-id-TM2ynj--d-QR5uvny__trcf7u9u766b5xQujQ9jN7y1vLeDuhE17u2kxoUcM_aXnlbZwXOS-l6r2DQvfRgx67vgLUevLggH057dyn-2ld_M4fscJrsgnGfDW8BuGRS6oqqE-pSzDmhN7sU6jFPBpg5RmC25iUCc4zAnCKowstnj_0w4_hP9vLzCnw-AVgvPQRMJruAi8MxJHTFjDH8z-MP2VKdsA</recordid><startdate>20210815</startdate><enddate>20210815</enddate><creator>Stella, Roberto</creator><creator>Bovo, Davide</creator><creator>Mastrorilli, Eleonora</creator><creator>Manuali, Elisabetta</creator><creator>Pezzolato, Marzia</creator><creator>Bozzetta, Elena</creator><creator>Lega, Francesca</creator><creator>Angeletti, Roberto</creator><creator>Biancotto, Giancarlo</creator><general>Elsevier Ltd</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20210815</creationdate><title>A novel tool to screen for treatments with clenbuterol in bovine: Identification of two hepatic markers by metabolomics investigation</title><author>Stella, Roberto ; Bovo, Davide ; Mastrorilli, Eleonora ; Manuali, Elisabetta ; Pezzolato, Marzia ; Bozzetta, Elena ; Lega, Francesca ; Angeletti, Roberto ; Biancotto, Giancarlo</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c368t-91dfa25a29abec379c57481612f0596fac5761cf44c9f61b894f1ad797105f1f3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Bulls</topic><topic>Food safety</topic><topic>Liver</topic><topic>Metabolomics</topic><topic>β-Agonists</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Stella, Roberto</creatorcontrib><creatorcontrib>Bovo, Davide</creatorcontrib><creatorcontrib>Mastrorilli, Eleonora</creatorcontrib><creatorcontrib>Manuali, Elisabetta</creatorcontrib><creatorcontrib>Pezzolato, Marzia</creatorcontrib><creatorcontrib>Bozzetta, Elena</creatorcontrib><creatorcontrib>Lega, Francesca</creatorcontrib><creatorcontrib>Angeletti, Roberto</creatorcontrib><creatorcontrib>Biancotto, Giancarlo</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Food chemistry</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Stella, Roberto</au><au>Bovo, Davide</au><au>Mastrorilli, Eleonora</au><au>Manuali, Elisabetta</au><au>Pezzolato, Marzia</au><au>Bozzetta, Elena</au><au>Lega, Francesca</au><au>Angeletti, Roberto</au><au>Biancotto, Giancarlo</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A novel tool to screen for treatments with clenbuterol in bovine: Identification of two hepatic markers by metabolomics investigation</atitle><jtitle>Food chemistry</jtitle><addtitle>Food Chem</addtitle><date>2021-08-15</date><risdate>2021</risdate><volume>353</volume><spage>129366</spage><epage>129366</epage><pages>129366-129366</pages><artnum>129366</artnum><issn>0308-8146</issn><eissn>1873-7072</eissn><abstract>•Metabolomics analysis underscored markers of clenbuterol administration.•Clenbuterol administration affect metabolic pathways in liver.•Quantification of liver metabolites indirectly reveal clenbuterol administration.•A diagnostic tool to detect abuse of clenbuterol was developed and validated.
Surveillance of illegal use of growth promoters such as β2-agonists in food producing animals rely on the detection of drug residues by LC-MS/MS. Screening strategies focusing on indirect physiological responses following administration of active compounds are promising approaches to strengthen existing targeted methods and ensure food safety.
A metabolomics analysis based on LC-HRMS was carried out on liver extracts from bulls experimentally treated with clenbuterol combined with dexamethasone (n = 8) to mimic a potential anabolic practice, and control animals (n = 8). Nicotinic acid and 5′-deoxy-5′-methylthioadenosine were identified as biomarkers of treatment. Ratio values of such markers to others of the same metabolic pathways (nicotinamide or methionine) were used to develop a classification model to assign animals as treated with clenbuterol or non-treated.
The classification model was tested on an external validation set comprising 74 animals either treated with different anabolic compounds (β2-agonists, sexual steroids, corticosteroid), or non-treated, showing 100% sensitivity and specificity.</abstract><cop>England</cop><pub>Elsevier Ltd</pub><pmid>33838430</pmid><doi>10.1016/j.foodchem.2021.129366</doi><tpages>1</tpages></addata></record> |
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subjects | Bulls Food safety Liver Metabolomics β-Agonists |
title | A novel tool to screen for treatments with clenbuterol in bovine: Identification of two hepatic markers by metabolomics investigation |
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