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Determination of Adenosine and Cordycepin Concentrations in Cordyceps militaris Fruiting Bodies Using Near-Infrared Spectroscopy
[Image: see text] Near-infrared (NIRS) spectroscopy, coupled with partial least squares regression, was used to predict adenosine and cordycepin concentrations in fruiting bodies of Cordyceps militaris. The fruiting body samples were prepared in four different sample formats, which were intact fruit...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical Society
2020
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7594118/ https://www.ncbi.nlm.nih.gov/pubmed/33134685 http://dx.doi.org/10.1021/acsomega.0c03403 |
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author | Singpoonga, Natthapong Rittiron, Ronnarit Seang-on, Boonsong Chaiprasart, Peerasak Bantadjan, Yuranan |
author_facet | Singpoonga, Natthapong Rittiron, Ronnarit Seang-on, Boonsong Chaiprasart, Peerasak Bantadjan, Yuranan |
author_sort | Singpoonga, Natthapong |
collection | PubMed |
description | [Image: see text] Near-infrared (NIRS) spectroscopy, coupled with partial least squares regression, was used to predict adenosine and cordycepin concentrations in fruiting bodies of Cordyceps militaris. The fruiting body samples were prepared in four different sample formats, which were intact fruiting bodies, chopped fruiting bodies, dried powder, and dried crude extract. The actual amount of the adenosine and cordycepin concentrations in fresh fruiting bodies was analyzed by high-performance liquid chromatography. Results showed that the prediction models developed from the chopped samples provided excellent accuracy in both parameters with minimal sample preparation. These optimum models provided a coefficient of determination of prediction, standard error of prediction, bias, and residual predictive deviation, which were respectively 0.95, 16.60 mg kg(–1), –8.57 mg kg(–1), and 5.04 for adenosine prediction, and 0.98, 181.56 mg kg(–1), –1.05 mg kg(–1), and 8.9 for cordycepin prediction. The accuracy and performance of the model were determined by ISO12099:2017(E). It was found that these two equations can be considered to be acceptable at a probability level of 95% confidence. The NIRS technique, therefore, has the potential to be an objective method for determining the adenosine and cordycepin concentrations in C. militaris fruiting bodies. |
format | Online Article Text |
id | pubmed-7594118 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | American Chemical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-75941182020-10-30 Determination of Adenosine and Cordycepin Concentrations in Cordyceps militaris Fruiting Bodies Using Near-Infrared Spectroscopy Singpoonga, Natthapong Rittiron, Ronnarit Seang-on, Boonsong Chaiprasart, Peerasak Bantadjan, Yuranan ACS Omega [Image: see text] Near-infrared (NIRS) spectroscopy, coupled with partial least squares regression, was used to predict adenosine and cordycepin concentrations in fruiting bodies of Cordyceps militaris. The fruiting body samples were prepared in four different sample formats, which were intact fruiting bodies, chopped fruiting bodies, dried powder, and dried crude extract. The actual amount of the adenosine and cordycepin concentrations in fresh fruiting bodies was analyzed by high-performance liquid chromatography. Results showed that the prediction models developed from the chopped samples provided excellent accuracy in both parameters with minimal sample preparation. These optimum models provided a coefficient of determination of prediction, standard error of prediction, bias, and residual predictive deviation, which were respectively 0.95, 16.60 mg kg(–1), –8.57 mg kg(–1), and 5.04 for adenosine prediction, and 0.98, 181.56 mg kg(–1), –1.05 mg kg(–1), and 8.9 for cordycepin prediction. The accuracy and performance of the model were determined by ISO12099:2017(E). It was found that these two equations can be considered to be acceptable at a probability level of 95% confidence. The NIRS technique, therefore, has the potential to be an objective method for determining the adenosine and cordycepin concentrations in C. militaris fruiting bodies. American Chemical Society 2020-10-16 /pmc/articles/PMC7594118/ /pubmed/33134685 http://dx.doi.org/10.1021/acsomega.0c03403 Text en © 2020 American Chemical Society This is an open access article published under an ACS AuthorChoice License (http://pubs.acs.org/page/policy/authorchoice_termsofuse.html) , which permits copying and redistribution of the article or any adaptations for non-commercial purposes. |
spellingShingle | Singpoonga, Natthapong Rittiron, Ronnarit Seang-on, Boonsong Chaiprasart, Peerasak Bantadjan, Yuranan Determination of Adenosine and Cordycepin Concentrations in Cordyceps militaris Fruiting Bodies Using Near-Infrared Spectroscopy |
title | Determination of Adenosine and Cordycepin Concentrations
in Cordyceps militaris Fruiting Bodies
Using Near-Infrared Spectroscopy |
title_full | Determination of Adenosine and Cordycepin Concentrations
in Cordyceps militaris Fruiting Bodies
Using Near-Infrared Spectroscopy |
title_fullStr | Determination of Adenosine and Cordycepin Concentrations
in Cordyceps militaris Fruiting Bodies
Using Near-Infrared Spectroscopy |
title_full_unstemmed | Determination of Adenosine and Cordycepin Concentrations
in Cordyceps militaris Fruiting Bodies
Using Near-Infrared Spectroscopy |
title_short | Determination of Adenosine and Cordycepin Concentrations
in Cordyceps militaris Fruiting Bodies
Using Near-Infrared Spectroscopy |
title_sort | determination of adenosine and cordycepin concentrations
in cordyceps militaris fruiting bodies
using near-infrared spectroscopy |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7594118/ https://www.ncbi.nlm.nih.gov/pubmed/33134685 http://dx.doi.org/10.1021/acsomega.0c03403 |
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