Non-targeted metabolomic analysis of non-volatile metabolites in a novel Chinese industrially fermented low-salt kohlrabi

Low-temperature and low-salt fermented Chinese kohlrabi (LSCK) represents a novel approach to producing low-salt kohlrabi without the need for desalination during processing, as compared to traditional techniques. However, the profile of its non-volatile metabolites remains unclear. In order to inve...

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Published in:Frontiers in Nutrition
Main Authors: Xiaohan Jia, Xinyi Wang, Hongfan Chen, Dayu Liu, Bo Deng, Ling Ao, Jianping Yang, Xin Nie, Zhiping Zhao
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-08-01
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnut.2024.1450789/full
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author Xiaohan Jia
Xiaohan Jia
Xinyi Wang
Hongfan Chen
Hongfan Chen
Dayu Liu
Bo Deng
Ling Ao
Jianping Yang
Xin Nie
Zhiping Zhao
author_facet Xiaohan Jia
Xiaohan Jia
Xinyi Wang
Hongfan Chen
Hongfan Chen
Dayu Liu
Bo Deng
Ling Ao
Jianping Yang
Xin Nie
Zhiping Zhao
author_sort Xiaohan Jia
collection DOAJ
container_title Frontiers in Nutrition
description Low-temperature and low-salt fermented Chinese kohlrabi (LSCK) represents a novel approach to producing low-salt kohlrabi without the need for desalination during processing, as compared to traditional techniques. However, the profile of its non-volatile metabolites remains unclear. In order to investigate the non-volatile metabolites and their changes in LSCK during fermentation, the LSCKs fermented for 0 day (0D), 45 days (45D) and 90 days (90D) were analyzed using LC-MS/MS non-targeted metabolomics coupled with multivariate statistical analysis. The results showed that 60, 74, and 68 differential metabolites were identified in the three groups A1 (0D and 45D), A2 (0D and 90D), and A3 (45D and 90D) (VIP >1, p < 0.05, Log2FC >1), respectively. The differential metabolites were mainly amino acids, peptides, and analogues, fatty acyls, organic acids and derivatives, and carbohydrates and carbohydrate conjugates. Seventeen common differential metabolites were identified in A1, A2, and A3 groups. Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis suggested that the alanine, aspartate and glutamate metabolism, butanoate metabolism, α-linolenic acid metabolism, arginine biosynthesis, and phenylalanine metabolism were significantly correlated with the differential metabolites. The present study elucidates for the first time the changes in non-volatile differential metabolites and their associated metabolic pathways in the novel Chinese low-salt kohlrabi, providing a theoretical basis for improving the industrial fermentation process of this innovative product.
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spelling doaj-art-eebc1fefc2d94a24bd824fac0fb65eed2025-08-20T00:53:50ZengFrontiers Media S.A.Frontiers in Nutrition2296-861X2024-08-011110.3389/fnut.2024.14507891450789Non-targeted metabolomic analysis of non-volatile metabolites in a novel Chinese industrially fermented low-salt kohlrabiXiaohan Jia0Xiaohan Jia1Xinyi Wang2Hongfan Chen3Hongfan Chen4Dayu Liu5Bo Deng6Ling Ao7Jianping Yang8Xin Nie9Zhiping Zhao10College of Food and Biological Engineering, Chengdu University, Chengdu, ChinaCollege of Culinary and Food Science Engineering, Sichuan Tourism University, Chengdu, ChinaCollege of Food and Biological Engineering, Chengdu University, Chengdu, ChinaCollege of Food and Biological Engineering, Chengdu University, Chengdu, ChinaCollege of Culinary and Food Science Engineering, Sichuan Tourism University, Chengdu, ChinaCollege of Food and Biological Engineering, Chengdu University, Chengdu, ChinaSolid-State Brewing Technology Innovation Center of Sichuan, Luzhou, ChinaSolid-State Brewing Technology Innovation Center of Sichuan, Luzhou, ChinaSolid-State Brewing Technology Innovation Center of Sichuan, Luzhou, ChinaCollege of Culinary and Food Science Engineering, Sichuan Tourism University, Chengdu, ChinaCollege of Food and Biological Engineering, Chengdu University, Chengdu, ChinaLow-temperature and low-salt fermented Chinese kohlrabi (LSCK) represents a novel approach to producing low-salt kohlrabi without the need for desalination during processing, as compared to traditional techniques. However, the profile of its non-volatile metabolites remains unclear. In order to investigate the non-volatile metabolites and their changes in LSCK during fermentation, the LSCKs fermented for 0 day (0D), 45 days (45D) and 90 days (90D) were analyzed using LC-MS/MS non-targeted metabolomics coupled with multivariate statistical analysis. The results showed that 60, 74, and 68 differential metabolites were identified in the three groups A1 (0D and 45D), A2 (0D and 90D), and A3 (45D and 90D) (VIP >1, p < 0.05, Log2FC >1), respectively. The differential metabolites were mainly amino acids, peptides, and analogues, fatty acyls, organic acids and derivatives, and carbohydrates and carbohydrate conjugates. Seventeen common differential metabolites were identified in A1, A2, and A3 groups. Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis suggested that the alanine, aspartate and glutamate metabolism, butanoate metabolism, α-linolenic acid metabolism, arginine biosynthesis, and phenylalanine metabolism were significantly correlated with the differential metabolites. The present study elucidates for the first time the changes in non-volatile differential metabolites and their associated metabolic pathways in the novel Chinese low-salt kohlrabi, providing a theoretical basis for improving the industrial fermentation process of this innovative product.https://www.frontiersin.org/articles/10.3389/fnut.2024.1450789/fullkohlrabilow-temperature and low-salt fermentationLC-MS/MSdifferential metabolitesmetabolic pathways
spellingShingle Xiaohan Jia
Xiaohan Jia
Xinyi Wang
Hongfan Chen
Hongfan Chen
Dayu Liu
Bo Deng
Ling Ao
Jianping Yang
Xin Nie
Zhiping Zhao
Non-targeted metabolomic analysis of non-volatile metabolites in a novel Chinese industrially fermented low-salt kohlrabi
kohlrabi
low-temperature and low-salt fermentation
LC-MS/MS
differential metabolites
metabolic pathways
title Non-targeted metabolomic analysis of non-volatile metabolites in a novel Chinese industrially fermented low-salt kohlrabi
title_full Non-targeted metabolomic analysis of non-volatile metabolites in a novel Chinese industrially fermented low-salt kohlrabi
title_fullStr Non-targeted metabolomic analysis of non-volatile metabolites in a novel Chinese industrially fermented low-salt kohlrabi
title_full_unstemmed Non-targeted metabolomic analysis of non-volatile metabolites in a novel Chinese industrially fermented low-salt kohlrabi
title_short Non-targeted metabolomic analysis of non-volatile metabolites in a novel Chinese industrially fermented low-salt kohlrabi
title_sort non targeted metabolomic analysis of non volatile metabolites in a novel chinese industrially fermented low salt kohlrabi
topic kohlrabi
low-temperature and low-salt fermentation
LC-MS/MS
differential metabolites
metabolic pathways
url https://www.frontiersin.org/articles/10.3389/fnut.2024.1450789/full
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