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Uncovering the Counterfeit: A study of whiskey authenticity through volatile organic compound fingerprinting, aroma and color sensory analysis
[Display omitted] •Non-target HS-SPME-GC–MS fingerprinting distinguishes whiskey authenticity.•Chemometrics tentatively identify VOCs markers of counterfeiting in whiskeys.•Potential consumers often miss aroma and color cues in counterfeit whiskeys. This study presents a method employing gas chromat...
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Published in: | Food chemistry 2024-07, Vol.447, p.139023-139023, Article 139023 |
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creator | Bigão, Vítor Luiz Caleffo Piva da Silva, Jonas Joaquim Mangabeira Cassiano, Murilo Henrique Anzolini da Costa, Bruno Ruiz Brandão Gomes, Nayna Cândida Marinho, Pablo Alves Rodrigues, Caio Henrique Pinke Aguilar, Guilherme José Bruni, Aline Thaís Tapia-Blácido, Delia Rita De Martinis, Bruno Spinosa |
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•Non-target HS-SPME-GC–MS fingerprinting distinguishes whiskey authenticity.•Chemometrics tentatively identify VOCs markers of counterfeiting in whiskeys.•Potential consumers often miss aroma and color cues in counterfeit whiskeys.
This study presents a method employing gas chromatography coupled with mass spectrometry and headspace solid-phase microextraction (HS-SPME-GC–MS), supplemented with chemometrics (Soft independent modelling of class analogies - SIMCA), to analyze volatile organic compound (VOCs) profiles in suspect whiskey samples. Furthermore, a sensory analysis of aroma and color was conducted with a panel of 52 non-trained volunteers to evaluate their ability to discriminate and preference for counterfeit whiskeys. The HS-SPME-GC–MS method successfully distinguished 41 seized samples from authentic beverages. Interestingly, sensory analysis revealed that panelists could differentiate between counterfeit and authentic samples with a reference standard but did not consistently show a preference for aroma. In some cases, there was even a preference for the color of counterfeit whiskeys. The findings suggest that sensorial tests alone may not effectively distinguish counterfeit from authentic whiskeys, especially for non-expert consumers, highlighting the need for analytical instrumentation methods in fraud detection. |
doi_str_mv | 10.1016/j.foodchem.2024.139023 |
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•Non-target HS-SPME-GC–MS fingerprinting distinguishes whiskey authenticity.•Chemometrics tentatively identify VOCs markers of counterfeiting in whiskeys.•Potential consumers often miss aroma and color cues in counterfeit whiskeys.
This study presents a method employing gas chromatography coupled with mass spectrometry and headspace solid-phase microextraction (HS-SPME-GC–MS), supplemented with chemometrics (Soft independent modelling of class analogies - SIMCA), to analyze volatile organic compound (VOCs) profiles in suspect whiskey samples. Furthermore, a sensory analysis of aroma and color was conducted with a panel of 52 non-trained volunteers to evaluate their ability to discriminate and preference for counterfeit whiskeys. The HS-SPME-GC–MS method successfully distinguished 41 seized samples from authentic beverages. Interestingly, sensory analysis revealed that panelists could differentiate between counterfeit and authentic samples with a reference standard but did not consistently show a preference for aroma. In some cases, there was even a preference for the color of counterfeit whiskeys. The findings suggest that sensorial tests alone may not effectively distinguish counterfeit from authentic whiskeys, especially for non-expert consumers, highlighting the need for analytical instrumentation methods in fraud detection.</description><identifier>ISSN: 0308-8146</identifier><identifier>EISSN: 1873-7072</identifier><identifier>DOI: 10.1016/j.foodchem.2024.139023</identifier><identifier>PMID: 38507949</identifier><language>eng</language><publisher>England: Elsevier Ltd</publisher><subject>Aroma ; Color ; Counterfeit whiskeys ; Gas Chromatography ; Sensorial analyses ; Volatile organic compounds</subject><ispartof>Food chemistry, 2024-07, Vol.447, p.139023-139023, Article 139023</ispartof><rights>2024 Elsevier Ltd</rights><rights>Copyright © 2024 Elsevier Ltd. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c315t-193a907721d3d57acb80bea0d30410f5426be11c1e27d9a0e981ec295159ac9d3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38507949$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Bigão, Vítor Luiz Caleffo Piva</creatorcontrib><creatorcontrib>da Silva, Jonas Joaquim Mangabeira</creatorcontrib><creatorcontrib>Cassiano, Murilo Henrique Anzolini</creatorcontrib><creatorcontrib>da Costa, Bruno Ruiz Brandão</creatorcontrib><creatorcontrib>Gomes, Nayna Cândida</creatorcontrib><creatorcontrib>Marinho, Pablo Alves</creatorcontrib><creatorcontrib>Rodrigues, Caio Henrique Pinke</creatorcontrib><creatorcontrib>Aguilar, Guilherme José</creatorcontrib><creatorcontrib>Bruni, Aline Thaís</creatorcontrib><creatorcontrib>Tapia-Blácido, Delia Rita</creatorcontrib><creatorcontrib>De Martinis, Bruno Spinosa</creatorcontrib><title>Uncovering the Counterfeit: A study of whiskey authenticity through volatile organic compound fingerprinting, aroma and color sensory analysis</title><title>Food chemistry</title><addtitle>Food Chem</addtitle><description>[Display omitted]
•Non-target HS-SPME-GC–MS fingerprinting distinguishes whiskey authenticity.•Chemometrics tentatively identify VOCs markers of counterfeiting in whiskeys.•Potential consumers often miss aroma and color cues in counterfeit whiskeys.
This study presents a method employing gas chromatography coupled with mass spectrometry and headspace solid-phase microextraction (HS-SPME-GC–MS), supplemented with chemometrics (Soft independent modelling of class analogies - SIMCA), to analyze volatile organic compound (VOCs) profiles in suspect whiskey samples. Furthermore, a sensory analysis of aroma and color was conducted with a panel of 52 non-trained volunteers to evaluate their ability to discriminate and preference for counterfeit whiskeys. The HS-SPME-GC–MS method successfully distinguished 41 seized samples from authentic beverages. Interestingly, sensory analysis revealed that panelists could differentiate between counterfeit and authentic samples with a reference standard but did not consistently show a preference for aroma. In some cases, there was even a preference for the color of counterfeit whiskeys. The findings suggest that sensorial tests alone may not effectively distinguish counterfeit from authentic whiskeys, especially for non-expert consumers, highlighting the need for analytical instrumentation methods in fraud detection.</description><subject>Aroma</subject><subject>Color</subject><subject>Counterfeit whiskeys</subject><subject>Gas Chromatography</subject><subject>Sensorial analyses</subject><subject>Volatile organic compounds</subject><issn>0308-8146</issn><issn>1873-7072</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNqFkc2OFCEURonROO3oK0xYurDaC1Q1hSsnHf-SSdw4a0LDrW7aKmiBalMv4TPLpGfcuoKE852by0fIDYM1A7Z5f1wPMTp7wGnNgbdrJhRw8YysWC9FI0Hy52QFAvqmZ-3mirzK-QgAHFj_klyJvgOpWrUif-6DjWdMPuxpOSDdxjkUTAP68oHe0lxmt9A40N8Hn3_iQs1cqVC89WWpgRTn_YGe42iKH5HGtDfBW2rjdKoiR4fqxXSq-lJv76hJcTLU1Bcbx5hoxpBjqtpgxiX7_Jq8GMyY8c3jeU3uP3_6sf3a3H3_8m17e9dYwbrSMCWMAik5c8J10thdDzs04AS0DIau5ZsdMmYZcumUAVQ9Q8tVxzplrHLimry9eE8p_poxFz35bHEcTcA4Z82VFAy6tm0rurmgNsWcEw66rjOZtGgG-qELfdRPXeiHLvSlixq8eZwx7yZ0_2JPn1-BjxcA66Znj0ln6zFYdD6hLdpF_78ZfwEnQaGQ</recordid><startdate>20240730</startdate><enddate>20240730</enddate><creator>Bigão, Vítor Luiz Caleffo Piva</creator><creator>da Silva, Jonas Joaquim Mangabeira</creator><creator>Cassiano, Murilo Henrique Anzolini</creator><creator>da Costa, Bruno Ruiz Brandão</creator><creator>Gomes, Nayna Cândida</creator><creator>Marinho, Pablo Alves</creator><creator>Rodrigues, Caio Henrique Pinke</creator><creator>Aguilar, Guilherme José</creator><creator>Bruni, Aline Thaís</creator><creator>Tapia-Blácido, Delia Rita</creator><creator>De Martinis, Bruno Spinosa</creator><general>Elsevier Ltd</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20240730</creationdate><title>Uncovering the Counterfeit: A study of whiskey authenticity through volatile organic compound fingerprinting, aroma and color sensory analysis</title><author>Bigão, Vítor Luiz Caleffo Piva ; da Silva, Jonas Joaquim Mangabeira ; Cassiano, Murilo Henrique Anzolini ; da Costa, Bruno Ruiz Brandão ; Gomes, Nayna Cândida ; Marinho, Pablo Alves ; Rodrigues, Caio Henrique Pinke ; Aguilar, Guilherme José ; Bruni, Aline Thaís ; Tapia-Blácido, Delia Rita ; De Martinis, Bruno Spinosa</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c315t-193a907721d3d57acb80bea0d30410f5426be11c1e27d9a0e981ec295159ac9d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Aroma</topic><topic>Color</topic><topic>Counterfeit whiskeys</topic><topic>Gas Chromatography</topic><topic>Sensorial analyses</topic><topic>Volatile organic compounds</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Bigão, Vítor Luiz Caleffo Piva</creatorcontrib><creatorcontrib>da Silva, Jonas Joaquim Mangabeira</creatorcontrib><creatorcontrib>Cassiano, Murilo Henrique Anzolini</creatorcontrib><creatorcontrib>da Costa, Bruno Ruiz Brandão</creatorcontrib><creatorcontrib>Gomes, Nayna Cândida</creatorcontrib><creatorcontrib>Marinho, Pablo Alves</creatorcontrib><creatorcontrib>Rodrigues, Caio Henrique Pinke</creatorcontrib><creatorcontrib>Aguilar, Guilherme José</creatorcontrib><creatorcontrib>Bruni, Aline Thaís</creatorcontrib><creatorcontrib>Tapia-Blácido, Delia Rita</creatorcontrib><creatorcontrib>De Martinis, Bruno Spinosa</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>Bigão, Vítor Luiz Caleffo Piva</au><au>da Silva, Jonas Joaquim Mangabeira</au><au>Cassiano, Murilo Henrique Anzolini</au><au>da Costa, Bruno Ruiz Brandão</au><au>Gomes, Nayna Cândida</au><au>Marinho, Pablo Alves</au><au>Rodrigues, Caio Henrique Pinke</au><au>Aguilar, Guilherme José</au><au>Bruni, Aline Thaís</au><au>Tapia-Blácido, Delia Rita</au><au>De Martinis, Bruno Spinosa</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Uncovering the Counterfeit: A study of whiskey authenticity through volatile organic compound fingerprinting, aroma and color sensory analysis</atitle><jtitle>Food chemistry</jtitle><addtitle>Food Chem</addtitle><date>2024-07-30</date><risdate>2024</risdate><volume>447</volume><spage>139023</spage><epage>139023</epage><pages>139023-139023</pages><artnum>139023</artnum><issn>0308-8146</issn><eissn>1873-7072</eissn><abstract>[Display omitted]
•Non-target HS-SPME-GC–MS fingerprinting distinguishes whiskey authenticity.•Chemometrics tentatively identify VOCs markers of counterfeiting in whiskeys.•Potential consumers often miss aroma and color cues in counterfeit whiskeys.
This study presents a method employing gas chromatography coupled with mass spectrometry and headspace solid-phase microextraction (HS-SPME-GC–MS), supplemented with chemometrics (Soft independent modelling of class analogies - SIMCA), to analyze volatile organic compound (VOCs) profiles in suspect whiskey samples. Furthermore, a sensory analysis of aroma and color was conducted with a panel of 52 non-trained volunteers to evaluate their ability to discriminate and preference for counterfeit whiskeys. The HS-SPME-GC–MS method successfully distinguished 41 seized samples from authentic beverages. Interestingly, sensory analysis revealed that panelists could differentiate between counterfeit and authentic samples with a reference standard but did not consistently show a preference for aroma. In some cases, there was even a preference for the color of counterfeit whiskeys. The findings suggest that sensorial tests alone may not effectively distinguish counterfeit from authentic whiskeys, especially for non-expert consumers, highlighting the need for analytical instrumentation methods in fraud detection.</abstract><cop>England</cop><pub>Elsevier Ltd</pub><pmid>38507949</pmid><doi>10.1016/j.foodchem.2024.139023</doi><tpages>1</tpages></addata></record> |
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subjects | Aroma Color Counterfeit whiskeys Gas Chromatography Sensorial analyses Volatile organic compounds |
title | Uncovering the Counterfeit: A study of whiskey authenticity through volatile organic compound fingerprinting, aroma and color sensory analysis |
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