Cargando…
Green Chemometric-Assisted Characterization of Common and Black Varieties of Celery
Celery (Apium graveolens L., var. Dulce), is a biennial herbaceous plant belonging to the Apiaceae family, cultivated in humid soils in the Mediterranean basin, in Central-Southern Europe, and in Asia. Despite its wide diffusion and although it is well-known that cultivar/origin strongly influences...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9921692/ https://www.ncbi.nlm.nih.gov/pubmed/36770848 http://dx.doi.org/10.3390/molecules28031181 |
_version_ | 1784887372802949120 |
---|---|
author | Biancolillo, Alessandra Foschi, Martina D’Alonzo, Leila Di Cecco, Valter Di Santo, Marco Di Martino, Luciano D’Archivio, Angelo Antonio |
author_facet | Biancolillo, Alessandra Foschi, Martina D’Alonzo, Leila Di Cecco, Valter Di Santo, Marco Di Martino, Luciano D’Archivio, Angelo Antonio |
author_sort | Biancolillo, Alessandra |
collection | PubMed |
description | Celery (Apium graveolens L., var. Dulce), is a biennial herbaceous plant belonging to the Apiaceae family, cultivated in humid soils in the Mediterranean basin, in Central-Southern Europe, and in Asia. Despite its wide diffusion and although it is well-known that cultivar/origin strongly influences plant composition, only a few studies have been carried out on the different types of celery. The present work aims to investigate four different Italian types of celery (two common, Elne and Magnum celery, and two black, Torricella Peligna Black and Trevi Black celery), and to test, whether the combination of FT-IR spectroscopy and chemometrics allows their ecotype discrimination. The peculiarity of this study lies in the fact that all the analyzed celeries were grown in the same experimental field under the same soil and climate conditions. Consequently, the differences captured by the FT-IR-based tool are mainly imputable to the different ecotypes. In order to achieve this goal, FT-IR profiles were handled by two diverse classifiers: sequential preprocessing through ORThogonalization (SPORT) and soft independent modeling by class analogy (SIMCA). Eventually, the highest classification rate (90%, on an external set of 100 samples) has been achieved by SPORT. |
format | Online Article Text |
id | pubmed-9921692 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-99216922023-02-12 Green Chemometric-Assisted Characterization of Common and Black Varieties of Celery Biancolillo, Alessandra Foschi, Martina D’Alonzo, Leila Di Cecco, Valter Di Santo, Marco Di Martino, Luciano D’Archivio, Angelo Antonio Molecules Article Celery (Apium graveolens L., var. Dulce), is a biennial herbaceous plant belonging to the Apiaceae family, cultivated in humid soils in the Mediterranean basin, in Central-Southern Europe, and in Asia. Despite its wide diffusion and although it is well-known that cultivar/origin strongly influences plant composition, only a few studies have been carried out on the different types of celery. The present work aims to investigate four different Italian types of celery (two common, Elne and Magnum celery, and two black, Torricella Peligna Black and Trevi Black celery), and to test, whether the combination of FT-IR spectroscopy and chemometrics allows their ecotype discrimination. The peculiarity of this study lies in the fact that all the analyzed celeries were grown in the same experimental field under the same soil and climate conditions. Consequently, the differences captured by the FT-IR-based tool are mainly imputable to the different ecotypes. In order to achieve this goal, FT-IR profiles were handled by two diverse classifiers: sequential preprocessing through ORThogonalization (SPORT) and soft independent modeling by class analogy (SIMCA). Eventually, the highest classification rate (90%, on an external set of 100 samples) has been achieved by SPORT. MDPI 2023-01-25 /pmc/articles/PMC9921692/ /pubmed/36770848 http://dx.doi.org/10.3390/molecules28031181 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Biancolillo, Alessandra Foschi, Martina D’Alonzo, Leila Di Cecco, Valter Di Santo, Marco Di Martino, Luciano D’Archivio, Angelo Antonio Green Chemometric-Assisted Characterization of Common and Black Varieties of Celery |
title | Green Chemometric-Assisted Characterization of Common and Black Varieties of Celery |
title_full | Green Chemometric-Assisted Characterization of Common and Black Varieties of Celery |
title_fullStr | Green Chemometric-Assisted Characterization of Common and Black Varieties of Celery |
title_full_unstemmed | Green Chemometric-Assisted Characterization of Common and Black Varieties of Celery |
title_short | Green Chemometric-Assisted Characterization of Common and Black Varieties of Celery |
title_sort | green chemometric-assisted characterization of common and black varieties of celery |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9921692/ https://www.ncbi.nlm.nih.gov/pubmed/36770848 http://dx.doi.org/10.3390/molecules28031181 |
work_keys_str_mv | AT biancolilloalessandra greenchemometricassistedcharacterizationofcommonandblackvarietiesofcelery AT foschimartina greenchemometricassistedcharacterizationofcommonandblackvarietiesofcelery AT dalonzoleila greenchemometricassistedcharacterizationofcommonandblackvarietiesofcelery AT diceccovalter greenchemometricassistedcharacterizationofcommonandblackvarietiesofcelery AT disantomarco greenchemometricassistedcharacterizationofcommonandblackvarietiesofcelery AT dimartinoluciano greenchemometricassistedcharacterizationofcommonandblackvarietiesofcelery AT darchivioangeloantonio greenchemometricassistedcharacterizationofcommonandblackvarietiesofcelery |