Cargando…

Detection of the Inoculated Fermentation Process of Apo Pickle Based on a Colorimetric Sensor Array Method

Apo pickle is a traditional Chinese fermented vegetable. However, the traditional fermentation process of Apo pickle is slow, easy to ruin, and cannot be judged with regard to time. To improve fermentation, LP-165 (L. Plantarum), which has a high salt tolerance, acidification, and growth capacity, w...

Descripción completa

Detalles Bibliográficos
Autores principales: Wang, Mengyao, Liu, Jiawei, Huang, Lu, Liu, Haiying
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9689762/
https://www.ncbi.nlm.nih.gov/pubmed/36429169
http://dx.doi.org/10.3390/foods11223577
_version_ 1784836617684385792
author Wang, Mengyao
Liu, Jiawei
Huang, Lu
Liu, Haiying
author_facet Wang, Mengyao
Liu, Jiawei
Huang, Lu
Liu, Haiying
author_sort Wang, Mengyao
collection PubMed
description Apo pickle is a traditional Chinese fermented vegetable. However, the traditional fermentation process of Apo pickle is slow, easy to ruin, and cannot be judged with regard to time. To improve fermentation, LP-165 (L. Plantarum), which has a high salt tolerance, acidification, and growth capacity, was chosen as the starter culture. Meanwhile, a colorimetric sensor array (CSA) sensitive to pickle volatile compounds was developed to differentiate Apo pickles at varying degrees of fermentation. The color components were extracted from each dye in the color change profiles and were analyzed using principal component analysis (PCA) and linear discriminant analysis (LDA). The fermentation process of the Apo pickle was classified into four phases by LDA. The accuracy of backward substitution verification was 99% and the accuracy of cross validation was 92.7%. Furthermore, the partial least squares regression (PLSR) showed that data from the CSA were correlated with pH total acid, lactic acid, and volatile acids of the Apo pickle. These results illustrate that the CSA reacts quickly to inoculated Apo pickle and could be used to detect fermentation.
format Online
Article
Text
id pubmed-9689762
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-96897622022-11-25 Detection of the Inoculated Fermentation Process of Apo Pickle Based on a Colorimetric Sensor Array Method Wang, Mengyao Liu, Jiawei Huang, Lu Liu, Haiying Foods Article Apo pickle is a traditional Chinese fermented vegetable. However, the traditional fermentation process of Apo pickle is slow, easy to ruin, and cannot be judged with regard to time. To improve fermentation, LP-165 (L. Plantarum), which has a high salt tolerance, acidification, and growth capacity, was chosen as the starter culture. Meanwhile, a colorimetric sensor array (CSA) sensitive to pickle volatile compounds was developed to differentiate Apo pickles at varying degrees of fermentation. The color components were extracted from each dye in the color change profiles and were analyzed using principal component analysis (PCA) and linear discriminant analysis (LDA). The fermentation process of the Apo pickle was classified into four phases by LDA. The accuracy of backward substitution verification was 99% and the accuracy of cross validation was 92.7%. Furthermore, the partial least squares regression (PLSR) showed that data from the CSA were correlated with pH total acid, lactic acid, and volatile acids of the Apo pickle. These results illustrate that the CSA reacts quickly to inoculated Apo pickle and could be used to detect fermentation. MDPI 2022-11-10 /pmc/articles/PMC9689762/ /pubmed/36429169 http://dx.doi.org/10.3390/foods11223577 Text en © 2022 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
Wang, Mengyao
Liu, Jiawei
Huang, Lu
Liu, Haiying
Detection of the Inoculated Fermentation Process of Apo Pickle Based on a Colorimetric Sensor Array Method
title Detection of the Inoculated Fermentation Process of Apo Pickle Based on a Colorimetric Sensor Array Method
title_full Detection of the Inoculated Fermentation Process of Apo Pickle Based on a Colorimetric Sensor Array Method
title_fullStr Detection of the Inoculated Fermentation Process of Apo Pickle Based on a Colorimetric Sensor Array Method
title_full_unstemmed Detection of the Inoculated Fermentation Process of Apo Pickle Based on a Colorimetric Sensor Array Method
title_short Detection of the Inoculated Fermentation Process of Apo Pickle Based on a Colorimetric Sensor Array Method
title_sort detection of the inoculated fermentation process of apo pickle based on a colorimetric sensor array method
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9689762/
https://www.ncbi.nlm.nih.gov/pubmed/36429169
http://dx.doi.org/10.3390/foods11223577
work_keys_str_mv AT wangmengyao detectionoftheinoculatedfermentationprocessofapopicklebasedonacolorimetricsensorarraymethod
AT liujiawei detectionoftheinoculatedfermentationprocessofapopicklebasedonacolorimetricsensorarraymethod
AT huanglu detectionoftheinoculatedfermentationprocessofapopicklebasedonacolorimetricsensorarraymethod
AT liuhaiying detectionoftheinoculatedfermentationprocessofapopicklebasedonacolorimetricsensorarraymethod