Cargando…
Application of Near-Infrared Spectroscopy to Investigate Some Endogenic Properties of Pleurotus ostreatus Cultivars
Fourteen different Pleurotus ostreatus cultivars (Po_1–Po_14) were tested for free amino acid content (fAA), total polyphenol content (TPC), and antioxidant capacity (Ferric Reducing Ability of Plasma—FRAP) to select the cultivars with the most favorable traits. Automatic amino acid analyzer (fAA) a...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7699429/ https://www.ncbi.nlm.nih.gov/pubmed/33228094 http://dx.doi.org/10.3390/s20226632 |
_version_ | 1783616047383838720 |
---|---|
author | Fodor, Marietta Mikola, Erika Etelka Geösel, András Stefanovits-Bányai, Éva Mednyánszky, Zsuzsanna |
author_facet | Fodor, Marietta Mikola, Erika Etelka Geösel, András Stefanovits-Bányai, Éva Mednyánszky, Zsuzsanna |
author_sort | Fodor, Marietta |
collection | PubMed |
description | Fourteen different Pleurotus ostreatus cultivars (Po_1–Po_14) were tested for free amino acid content (fAA), total polyphenol content (TPC), and antioxidant capacity (Ferric Reducing Ability of Plasma—FRAP) to select the cultivars with the most favorable traits. Automatic amino acid analyzer (fAA) and spectrophotometric assay (TPC, FRAP) results as well as Fourier-transform near infrared (FT-NIR) spectra were evaluated with different chemometric methods (Kruskal–Wallis test, Principal Component Analysis—PCA, Linear Discriminant Analysis—LDA). Based on total free amino acid concentrations and FRAP values, the Po_2 cultivar was found to be the most favorable. Types Po_3, Po_8, Po_10 and Po_12 were separated using PCA. Based on the spectral profile, they may contain polyphenols and reducing compounds of different qualities. LDA classification that was based on the concentrations of all free amino acids, cysteine, and proline of the cultivars was performed with an accuracy of over 90%. LDA classification that was based on the TPC and FRAP values was performed with an accuracy of over 83%. |
format | Online Article Text |
id | pubmed-7699429 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-76994292020-11-29 Application of Near-Infrared Spectroscopy to Investigate Some Endogenic Properties of Pleurotus ostreatus Cultivars Fodor, Marietta Mikola, Erika Etelka Geösel, András Stefanovits-Bányai, Éva Mednyánszky, Zsuzsanna Sensors (Basel) Letter Fourteen different Pleurotus ostreatus cultivars (Po_1–Po_14) were tested for free amino acid content (fAA), total polyphenol content (TPC), and antioxidant capacity (Ferric Reducing Ability of Plasma—FRAP) to select the cultivars with the most favorable traits. Automatic amino acid analyzer (fAA) and spectrophotometric assay (TPC, FRAP) results as well as Fourier-transform near infrared (FT-NIR) spectra were evaluated with different chemometric methods (Kruskal–Wallis test, Principal Component Analysis—PCA, Linear Discriminant Analysis—LDA). Based on total free amino acid concentrations and FRAP values, the Po_2 cultivar was found to be the most favorable. Types Po_3, Po_8, Po_10 and Po_12 were separated using PCA. Based on the spectral profile, they may contain polyphenols and reducing compounds of different qualities. LDA classification that was based on the concentrations of all free amino acids, cysteine, and proline of the cultivars was performed with an accuracy of over 90%. LDA classification that was based on the TPC and FRAP values was performed with an accuracy of over 83%. MDPI 2020-11-19 /pmc/articles/PMC7699429/ /pubmed/33228094 http://dx.doi.org/10.3390/s20226632 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 | Letter Fodor, Marietta Mikola, Erika Etelka Geösel, András Stefanovits-Bányai, Éva Mednyánszky, Zsuzsanna Application of Near-Infrared Spectroscopy to Investigate Some Endogenic Properties of Pleurotus ostreatus Cultivars |
title | Application of Near-Infrared Spectroscopy to Investigate Some Endogenic Properties of Pleurotus ostreatus Cultivars |
title_full | Application of Near-Infrared Spectroscopy to Investigate Some Endogenic Properties of Pleurotus ostreatus Cultivars |
title_fullStr | Application of Near-Infrared Spectroscopy to Investigate Some Endogenic Properties of Pleurotus ostreatus Cultivars |
title_full_unstemmed | Application of Near-Infrared Spectroscopy to Investigate Some Endogenic Properties of Pleurotus ostreatus Cultivars |
title_short | Application of Near-Infrared Spectroscopy to Investigate Some Endogenic Properties of Pleurotus ostreatus Cultivars |
title_sort | application of near-infrared spectroscopy to investigate some endogenic properties of pleurotus ostreatus cultivars |
topic | Letter |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7699429/ https://www.ncbi.nlm.nih.gov/pubmed/33228094 http://dx.doi.org/10.3390/s20226632 |
work_keys_str_mv | AT fodormarietta applicationofnearinfraredspectroscopytoinvestigatesomeendogenicpropertiesofpleurotusostreatuscultivars AT mikolaerikaetelka applicationofnearinfraredspectroscopytoinvestigatesomeendogenicpropertiesofpleurotusostreatuscultivars AT geoselandras applicationofnearinfraredspectroscopytoinvestigatesomeendogenicpropertiesofpleurotusostreatuscultivars AT stefanovitsbanyaieva applicationofnearinfraredspectroscopytoinvestigatesomeendogenicpropertiesofpleurotusostreatuscultivars AT mednyanszkyzsuzsanna applicationofnearinfraredspectroscopytoinvestigatesomeendogenicpropertiesofpleurotusostreatuscultivars |