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Can We Discover Truffle’s True Identity?

This study used elemental and stable isotope composition to characterize Slovenian truffles and used multi-variate statistical analysis to classify truffles according to species and geographical origin. Despite the fact that the Slovenian truffles shared some similar characteristics with the samples...

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Detalles Bibliográficos
Autores principales: Hamzić Gregorčič, Staša, Strojnik, Lidija, Potočnik, Doris, Vogel-Mikuš, Katarina, Jagodic, Marta, Camin, Federica, Zuliani, Tea, Ogrinc, Nives
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7248893/
https://www.ncbi.nlm.nih.gov/pubmed/32397327
http://dx.doi.org/10.3390/molecules25092217
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author Hamzić Gregorčič, Staša
Strojnik, Lidija
Potočnik, Doris
Vogel-Mikuš, Katarina
Jagodic, Marta
Camin, Federica
Zuliani, Tea
Ogrinc, Nives
author_facet Hamzić Gregorčič, Staša
Strojnik, Lidija
Potočnik, Doris
Vogel-Mikuš, Katarina
Jagodic, Marta
Camin, Federica
Zuliani, Tea
Ogrinc, Nives
author_sort Hamzić Gregorčič, Staša
collection PubMed
description This study used elemental and stable isotope composition to characterize Slovenian truffles and used multi-variate statistical analysis to classify truffles according to species and geographical origin. Despite the fact that the Slovenian truffles shared some similar characteristics with the samples originating from other countries, differences in the element concentrations suggest that respective truffle species may respond selectively to nutrients from a certain soil type under environmental and soil conditions. Cross-validation resulted in a 77% correct classification rate for determining the geographical origin and a 74% correct classification rate to discriminate between species. The critical parameters for geographical origin discriminations were Sr, Ba, V, Pb, Ni, Cr, Ba/Ca and Sr/Ca ratios, while from stable isotopes δ(18)O and δ(13)C values are the most important. The key variables that distinguish T. magnatum from other species are the levels of V and Zn and δ(15)N values. Tuber aestivum can be separated based on the levels of Ni, Cr, Mn, Mg, As, and Cu. This preliminary study indicates the possibility to differentiate truffles according to their variety and geographical origin and suggests widening the scope to include stable strontium isotopes.
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spelling pubmed-72488932020-06-10 Can We Discover Truffle’s True Identity? Hamzić Gregorčič, Staša Strojnik, Lidija Potočnik, Doris Vogel-Mikuš, Katarina Jagodic, Marta Camin, Federica Zuliani, Tea Ogrinc, Nives Molecules Article This study used elemental and stable isotope composition to characterize Slovenian truffles and used multi-variate statistical analysis to classify truffles according to species and geographical origin. Despite the fact that the Slovenian truffles shared some similar characteristics with the samples originating from other countries, differences in the element concentrations suggest that respective truffle species may respond selectively to nutrients from a certain soil type under environmental and soil conditions. Cross-validation resulted in a 77% correct classification rate for determining the geographical origin and a 74% correct classification rate to discriminate between species. The critical parameters for geographical origin discriminations were Sr, Ba, V, Pb, Ni, Cr, Ba/Ca and Sr/Ca ratios, while from stable isotopes δ(18)O and δ(13)C values are the most important. The key variables that distinguish T. magnatum from other species are the levels of V and Zn and δ(15)N values. Tuber aestivum can be separated based on the levels of Ni, Cr, Mn, Mg, As, and Cu. This preliminary study indicates the possibility to differentiate truffles according to their variety and geographical origin and suggests widening the scope to include stable strontium isotopes. MDPI 2020-05-08 /pmc/articles/PMC7248893/ /pubmed/32397327 http://dx.doi.org/10.3390/molecules25092217 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Hamzić Gregorčič, Staša
Strojnik, Lidija
Potočnik, Doris
Vogel-Mikuš, Katarina
Jagodic, Marta
Camin, Federica
Zuliani, Tea
Ogrinc, Nives
Can We Discover Truffle’s True Identity?
title Can We Discover Truffle’s True Identity?
title_full Can We Discover Truffle’s True Identity?
title_fullStr Can We Discover Truffle’s True Identity?
title_full_unstemmed Can We Discover Truffle’s True Identity?
title_short Can We Discover Truffle’s True Identity?
title_sort can we discover truffle’s true identity?
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7248893/
https://www.ncbi.nlm.nih.gov/pubmed/32397327
http://dx.doi.org/10.3390/molecules25092217
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