Cargando…

A Combined Study of Headspace Volatiles using Human Sensory, Mass Spectrometry and Chemometrics

Smokeless tobacco products (STPs) are widely used in certain parts of the world, yet there is limited understanding of how they are consumed, particularly the impact of chemosensory characteristics on their use. In order to develop an understanding of the drivers of STP use and product acceptability...

Descripción completa

Detalles Bibliográficos
Autores principales: McAdam, K. G., Tetteh, J., Bishop, L., Digard, H., Cote, J., Lubbe, S., Liu, C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7210946/
https://www.ncbi.nlm.nih.gov/pubmed/32385293
http://dx.doi.org/10.1038/s41598-020-64491-6
_version_ 1783531363563995136
author McAdam, K. G.
Tetteh, J.
Bishop, L.
Digard, H.
Cote, J.
Lubbe, S.
Liu, C.
author_facet McAdam, K. G.
Tetteh, J.
Bishop, L.
Digard, H.
Cote, J.
Lubbe, S.
Liu, C.
author_sort McAdam, K. G.
collection PubMed
description Smokeless tobacco products (STPs) are widely used in certain parts of the world, yet there is limited understanding of how they are consumed, particularly the impact of chemosensory characteristics on their use. In order to develop an understanding of the drivers of STP use and product acceptability we conducted both human sensory panel testing and chemical analyses on a range of STPs. Free-sorting paired odour testing using sensory panellists identified similarities and clear differences between eleven different STPs. Headspace volatiles, analysed by headspace solid-phase microextraction gas chromatography mass spectrometry (HS-SPME-GC-MS), identified 20 to 70 components depending upon the STP. Key differences in headspace volatiles were found between STPs. For example, the headspace of Skoal Bandits Wintergreen was dominated by methyl salicylate, while Marlboro Spice consists of a more complex profile including pinene, nicotine, eugenol and cymene. Chemometric Target Factor Analysis (TFA) and Hierarchical Cluster Analysis (HCA) of chemistry and sensory data was used to deduce chemical drivers of sensory perceptions. The chemometric strategy used showed that headspace analysis is a complementary screening tool to sensory analysis in classification studies. This study is generic with applications across various product sectors that require routine human sensory panel evaluation.
format Online
Article
Text
id pubmed-7210946
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-72109462020-05-15 A Combined Study of Headspace Volatiles using Human Sensory, Mass Spectrometry and Chemometrics McAdam, K. G. Tetteh, J. Bishop, L. Digard, H. Cote, J. Lubbe, S. Liu, C. Sci Rep Article Smokeless tobacco products (STPs) are widely used in certain parts of the world, yet there is limited understanding of how they are consumed, particularly the impact of chemosensory characteristics on their use. In order to develop an understanding of the drivers of STP use and product acceptability we conducted both human sensory panel testing and chemical analyses on a range of STPs. Free-sorting paired odour testing using sensory panellists identified similarities and clear differences between eleven different STPs. Headspace volatiles, analysed by headspace solid-phase microextraction gas chromatography mass spectrometry (HS-SPME-GC-MS), identified 20 to 70 components depending upon the STP. Key differences in headspace volatiles were found between STPs. For example, the headspace of Skoal Bandits Wintergreen was dominated by methyl salicylate, while Marlboro Spice consists of a more complex profile including pinene, nicotine, eugenol and cymene. Chemometric Target Factor Analysis (TFA) and Hierarchical Cluster Analysis (HCA) of chemistry and sensory data was used to deduce chemical drivers of sensory perceptions. The chemometric strategy used showed that headspace analysis is a complementary screening tool to sensory analysis in classification studies. This study is generic with applications across various product sectors that require routine human sensory panel evaluation. Nature Publishing Group UK 2020-05-08 /pmc/articles/PMC7210946/ /pubmed/32385293 http://dx.doi.org/10.1038/s41598-020-64491-6 Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
McAdam, K. G.
Tetteh, J.
Bishop, L.
Digard, H.
Cote, J.
Lubbe, S.
Liu, C.
A Combined Study of Headspace Volatiles using Human Sensory, Mass Spectrometry and Chemometrics
title A Combined Study of Headspace Volatiles using Human Sensory, Mass Spectrometry and Chemometrics
title_full A Combined Study of Headspace Volatiles using Human Sensory, Mass Spectrometry and Chemometrics
title_fullStr A Combined Study of Headspace Volatiles using Human Sensory, Mass Spectrometry and Chemometrics
title_full_unstemmed A Combined Study of Headspace Volatiles using Human Sensory, Mass Spectrometry and Chemometrics
title_short A Combined Study of Headspace Volatiles using Human Sensory, Mass Spectrometry and Chemometrics
title_sort combined study of headspace volatiles using human sensory, mass spectrometry and chemometrics
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7210946/
https://www.ncbi.nlm.nih.gov/pubmed/32385293
http://dx.doi.org/10.1038/s41598-020-64491-6
work_keys_str_mv AT mcadamkg acombinedstudyofheadspacevolatilesusinghumansensorymassspectrometryandchemometrics
AT tettehj acombinedstudyofheadspacevolatilesusinghumansensorymassspectrometryandchemometrics
AT bishopl acombinedstudyofheadspacevolatilesusinghumansensorymassspectrometryandchemometrics
AT digardh acombinedstudyofheadspacevolatilesusinghumansensorymassspectrometryandchemometrics
AT cotej acombinedstudyofheadspacevolatilesusinghumansensorymassspectrometryandchemometrics
AT lubbes acombinedstudyofheadspacevolatilesusinghumansensorymassspectrometryandchemometrics
AT liuc acombinedstudyofheadspacevolatilesusinghumansensorymassspectrometryandchemometrics
AT mcadamkg combinedstudyofheadspacevolatilesusinghumansensorymassspectrometryandchemometrics
AT tettehj combinedstudyofheadspacevolatilesusinghumansensorymassspectrometryandchemometrics
AT bishopl combinedstudyofheadspacevolatilesusinghumansensorymassspectrometryandchemometrics
AT digardh combinedstudyofheadspacevolatilesusinghumansensorymassspectrometryandchemometrics
AT cotej combinedstudyofheadspacevolatilesusinghumansensorymassspectrometryandchemometrics
AT lubbes combinedstudyofheadspacevolatilesusinghumansensorymassspectrometryandchemometrics
AT liuc combinedstudyofheadspacevolatilesusinghumansensorymassspectrometryandchemometrics