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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...

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Autores principales: Singpoonga, Natthapong, Rittiron, Ronnarit, Seang-on, Boonsong, Chaiprasart, Peerasak, Bantadjan, Yuranan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2020
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.
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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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