Metatranscriptome-based investigation of flavor-producing core microbiota in different fermentation stages of dajiang, a traditional fermented soybean paste of Northeast China
•Meta-transcriptome sequencing was applied on soybean paste for the first time.•The core microbes involved in soybean paste fermentation were identified.•The microbiota was correlated to the flavor-inducing metabolites. Dajiang, or naturally fermented soybean paste, has a unique flavor that is influ...
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Veröffentlicht in: | Food chemistry 2021-05, Vol.343, p.128509, Article 128509 |
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creator | An, Feiyu Li, Mo Zhao, Yue Zhang, Yan Mu, Delun Hu, Xinyu You, Shengbo Wu, Junrui Wu, Rina |
description | •Meta-transcriptome sequencing was applied on soybean paste for the first time.•The core microbes involved in soybean paste fermentation were identified.•The microbiota was correlated to the flavor-inducing metabolites.
Dajiang, or naturally fermented soybean paste, has a unique flavor that is influenced by the resident microflora. However, the association between flavor and the core microbiota is unclear. Recent advances in RNA sequencing have identified genes that are actively expressed in complex microbial communities. To this end, we analyzed the time-dependent changes in the microbiota and the metabolite profiles of Dajiang using metatranscriptome sequencing, HS-SPME-GC-MS and amino acid analysis identified 10 volatile compounds that contribute to the development of soybean paste flavor. Further analysis of the correlation between the active microorganisms and the physicochemical characteristics and flavor substances in soybean paste indicated that Lactobacillus and Tetragenococcus were the core genera affecting chromaticity and flavor. These microorganisms produce enzymes that catalyze a series of metabolic pathways that generate flavor substances. Our findings provide new insights into the role of the microbiota in the development of flavor in fermented foods. |
doi_str_mv | 10.1016/j.foodchem.2020.128509 |
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Dajiang, or naturally fermented soybean paste, has a unique flavor that is influenced by the resident microflora. However, the association between flavor and the core microbiota is unclear. Recent advances in RNA sequencing have identified genes that are actively expressed in complex microbial communities. To this end, we analyzed the time-dependent changes in the microbiota and the metabolite profiles of Dajiang using metatranscriptome sequencing, HS-SPME-GC-MS and amino acid analysis identified 10 volatile compounds that contribute to the development of soybean paste flavor. Further analysis of the correlation between the active microorganisms and the physicochemical characteristics and flavor substances in soybean paste indicated that Lactobacillus and Tetragenococcus were the core genera affecting chromaticity and flavor. These microorganisms produce enzymes that catalyze a series of metabolic pathways that generate flavor substances. Our findings provide new insights into the role of the microbiota in the development of flavor in fermented foods.</description><identifier>ISSN: 0308-8146</identifier><identifier>EISSN: 1873-7072</identifier><identifier>DOI: 10.1016/j.foodchem.2020.128509</identifier><identifier>PMID: 33199116</identifier><language>eng</language><publisher>OXFORD: Elsevier Ltd</publisher><subject>Amino Acids - analysis ; Chemistry ; Chemistry, Applied ; China ; Enterococcaceae - genetics ; Enterococcaceae - physiology ; Fermentation ; Food Microbiology ; Food Science & Technology ; Free amino acids ; Gas Chromatography-Mass Spectrometry ; Gene Expression Profiling ; Lactobacillus - genetics ; Lactobacillus - physiology ; Life Sciences & Biomedicine ; Metabolic pathway ; Metatranscriptome ; Microbiota - genetics ; Microbiota - physiology ; Nutrition & Dietetics ; Physical Sciences ; Science & Technology ; Solid Phase Extraction ; Soy Foods - microbiology ; Soybean paste ; Taste ; Time Factors ; Volatile metabolites ; Volatile Organic Compounds - analysis</subject><ispartof>Food chemistry, 2021-05, Vol.343, p.128509, Article 128509</ispartof><rights>2020 Elsevier Ltd</rights><rights>Copyright © 2020 Elsevier Ltd. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>true</woscitedreferencessubscribed><woscitedreferencescount>94</woscitedreferencescount><woscitedreferencesoriginalsourcerecordid>wos000605478200006</woscitedreferencesoriginalsourcerecordid><citedby>FETCH-LOGICAL-c368t-a5da14efd437dc35c4950972804a5ff7a5d3b7d620658b750cad686da0fa39273</citedby><cites>FETCH-LOGICAL-c368t-a5da14efd437dc35c4950972804a5ff7a5d3b7d620658b750cad686da0fa39273</cites><orcidid>0000-0003-3419-0108 ; 0000-0002-4027-815X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.foodchem.2020.128509$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>315,782,786,3552,27931,27932,39265,46002</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33199116$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>An, Feiyu</creatorcontrib><creatorcontrib>Li, Mo</creatorcontrib><creatorcontrib>Zhao, Yue</creatorcontrib><creatorcontrib>Zhang, Yan</creatorcontrib><creatorcontrib>Mu, Delun</creatorcontrib><creatorcontrib>Hu, Xinyu</creatorcontrib><creatorcontrib>You, Shengbo</creatorcontrib><creatorcontrib>Wu, Junrui</creatorcontrib><creatorcontrib>Wu, Rina</creatorcontrib><title>Metatranscriptome-based investigation of flavor-producing core microbiota in different fermentation stages of dajiang, a traditional fermented soybean paste of Northeast China</title><title>Food chemistry</title><addtitle>FOOD CHEM</addtitle><addtitle>Food Chem</addtitle><description>•Meta-transcriptome sequencing was applied on soybean paste for the first time.•The core microbes involved in soybean paste fermentation were identified.•The microbiota was correlated to the flavor-inducing metabolites.
Dajiang, or naturally fermented soybean paste, has a unique flavor that is influenced by the resident microflora. However, the association between flavor and the core microbiota is unclear. Recent advances in RNA sequencing have identified genes that are actively expressed in complex microbial communities. To this end, we analyzed the time-dependent changes in the microbiota and the metabolite profiles of Dajiang using metatranscriptome sequencing, HS-SPME-GC-MS and amino acid analysis identified 10 volatile compounds that contribute to the development of soybean paste flavor. Further analysis of the correlation between the active microorganisms and the physicochemical characteristics and flavor substances in soybean paste indicated that Lactobacillus and Tetragenococcus were the core genera affecting chromaticity and flavor. These microorganisms produce enzymes that catalyze a series of metabolic pathways that generate flavor substances. Our findings provide new insights into the role of the microbiota in the development of flavor in fermented foods.</description><subject>Amino Acids - analysis</subject><subject>Chemistry</subject><subject>Chemistry, Applied</subject><subject>China</subject><subject>Enterococcaceae - genetics</subject><subject>Enterococcaceae - physiology</subject><subject>Fermentation</subject><subject>Food Microbiology</subject><subject>Food Science & Technology</subject><subject>Free amino acids</subject><subject>Gas Chromatography-Mass Spectrometry</subject><subject>Gene Expression Profiling</subject><subject>Lactobacillus - genetics</subject><subject>Lactobacillus - physiology</subject><subject>Life Sciences & Biomedicine</subject><subject>Metabolic pathway</subject><subject>Metatranscriptome</subject><subject>Microbiota - genetics</subject><subject>Microbiota - physiology</subject><subject>Nutrition & Dietetics</subject><subject>Physical Sciences</subject><subject>Science & Technology</subject><subject>Solid Phase Extraction</subject><subject>Soy Foods - microbiology</subject><subject>Soybean paste</subject><subject>Taste</subject><subject>Time Factors</subject><subject>Volatile metabolites</subject><subject>Volatile Organic Compounds - analysis</subject><issn>0308-8146</issn><issn>1873-7072</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>HGBXW</sourceid><sourceid>EIF</sourceid><recordid>eNqNkc9u1DAQxiMEotvCK1S-QxY7TmLnBoqAIhW4wDma2ONdrzZ2ZHu36lPxijhKt1c4jf98vxnN9xXFLaNbRln74bA13mu1x2lb0So_VrKh3Ytiw6TgpaCiellsKKeylKxur4rrGA-UZiWTr4srzlnXMdZuij_fMUEK4KIKdk5-wnKEiJpYd8aY7A6S9Y54Q8wRzj6Uc_D6pKzbEeUDksmq4EfrE2SCaGsMBnSJ5DLlutIxwQ7j0kTDwYLbvSdA8lBtl284XtR5bPSPI4IjM8SEC_HDh7THfCP93jp4U7wycIz49qneFL-_fP7V35X3P79-6z_dl4q3MpXQaGA1Gl1zoRVvVN1le0QlaQ2NMSL_81HotqJtI0fRUAW6la0GaoB3leA3Rbv2zevFGNAMc7AThMeB0WFJYDgMlwSGJYFhTSCDtys4n8YJ9TN2sTwL5Cp4wNGbqCw6hc-ynFFLm1rIii7H3q4W9v7kUkbf_T-a1R9XNWafzhbD8ERoG1ClQXv7r2X-AluwwP4</recordid><startdate>20210501</startdate><enddate>20210501</enddate><creator>An, Feiyu</creator><creator>Li, Mo</creator><creator>Zhao, Yue</creator><creator>Zhang, Yan</creator><creator>Mu, Delun</creator><creator>Hu, Xinyu</creator><creator>You, Shengbo</creator><creator>Wu, Junrui</creator><creator>Wu, Rina</creator><general>Elsevier Ltd</general><general>Elsevier</general><scope>BLEPL</scope><scope>DTL</scope><scope>HGBXW</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><orcidid>https://orcid.org/0000-0003-3419-0108</orcidid><orcidid>https://orcid.org/0000-0002-4027-815X</orcidid></search><sort><creationdate>20210501</creationdate><title>Metatranscriptome-based investigation of flavor-producing core microbiota in different fermentation stages of dajiang, a traditional fermented soybean paste of Northeast China</title><author>An, Feiyu ; Li, Mo ; Zhao, Yue ; Zhang, Yan ; Mu, Delun ; Hu, Xinyu ; You, Shengbo ; Wu, Junrui ; Wu, Rina</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c368t-a5da14efd437dc35c4950972804a5ff7a5d3b7d620658b750cad686da0fa39273</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Amino Acids - analysis</topic><topic>Chemistry</topic><topic>Chemistry, Applied</topic><topic>China</topic><topic>Enterococcaceae - genetics</topic><topic>Enterococcaceae - physiology</topic><topic>Fermentation</topic><topic>Food Microbiology</topic><topic>Food Science & Technology</topic><topic>Free amino acids</topic><topic>Gas Chromatography-Mass Spectrometry</topic><topic>Gene Expression Profiling</topic><topic>Lactobacillus - genetics</topic><topic>Lactobacillus - physiology</topic><topic>Life Sciences & Biomedicine</topic><topic>Metabolic pathway</topic><topic>Metatranscriptome</topic><topic>Microbiota - genetics</topic><topic>Microbiota - physiology</topic><topic>Nutrition & Dietetics</topic><topic>Physical Sciences</topic><topic>Science & Technology</topic><topic>Solid Phase Extraction</topic><topic>Soy Foods - microbiology</topic><topic>Soybean paste</topic><topic>Taste</topic><topic>Time Factors</topic><topic>Volatile metabolites</topic><topic>Volatile Organic Compounds - analysis</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>An, Feiyu</creatorcontrib><creatorcontrib>Li, Mo</creatorcontrib><creatorcontrib>Zhao, Yue</creatorcontrib><creatorcontrib>Zhang, Yan</creatorcontrib><creatorcontrib>Mu, Delun</creatorcontrib><creatorcontrib>Hu, Xinyu</creatorcontrib><creatorcontrib>You, Shengbo</creatorcontrib><creatorcontrib>Wu, Junrui</creatorcontrib><creatorcontrib>Wu, Rina</creatorcontrib><collection>Web of Science Core Collection</collection><collection>Science Citation Index Expanded</collection><collection>Web of Science - Science Citation Index Expanded - 2021</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><jtitle>Food chemistry</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>An, Feiyu</au><au>Li, Mo</au><au>Zhao, Yue</au><au>Zhang, Yan</au><au>Mu, Delun</au><au>Hu, Xinyu</au><au>You, Shengbo</au><au>Wu, Junrui</au><au>Wu, Rina</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Metatranscriptome-based investigation of flavor-producing core microbiota in different fermentation stages of dajiang, a traditional fermented soybean paste of Northeast China</atitle><jtitle>Food chemistry</jtitle><stitle>FOOD CHEM</stitle><addtitle>Food Chem</addtitle><date>2021-05-01</date><risdate>2021</risdate><volume>343</volume><spage>128509</spage><pages>128509-</pages><artnum>128509</artnum><issn>0308-8146</issn><eissn>1873-7072</eissn><abstract>•Meta-transcriptome sequencing was applied on soybean paste for the first time.•The core microbes involved in soybean paste fermentation were identified.•The microbiota was correlated to the flavor-inducing metabolites.
Dajiang, or naturally fermented soybean paste, has a unique flavor that is influenced by the resident microflora. However, the association between flavor and the core microbiota is unclear. Recent advances in RNA sequencing have identified genes that are actively expressed in complex microbial communities. To this end, we analyzed the time-dependent changes in the microbiota and the metabolite profiles of Dajiang using metatranscriptome sequencing, HS-SPME-GC-MS and amino acid analysis identified 10 volatile compounds that contribute to the development of soybean paste flavor. Further analysis of the correlation between the active microorganisms and the physicochemical characteristics and flavor substances in soybean paste indicated that Lactobacillus and Tetragenococcus were the core genera affecting chromaticity and flavor. These microorganisms produce enzymes that catalyze a series of metabolic pathways that generate flavor substances. Our findings provide new insights into the role of the microbiota in the development of flavor in fermented foods.</abstract><cop>OXFORD</cop><pub>Elsevier Ltd</pub><pmid>33199116</pmid><doi>10.1016/j.foodchem.2020.128509</doi><tpages>9</tpages><orcidid>https://orcid.org/0000-0003-3419-0108</orcidid><orcidid>https://orcid.org/0000-0002-4027-815X</orcidid></addata></record> |
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subjects | Amino Acids - analysis Chemistry Chemistry, Applied China Enterococcaceae - genetics Enterococcaceae - physiology Fermentation Food Microbiology Food Science & Technology Free amino acids Gas Chromatography-Mass Spectrometry Gene Expression Profiling Lactobacillus - genetics Lactobacillus - physiology Life Sciences & Biomedicine Metabolic pathway Metatranscriptome Microbiota - genetics Microbiota - physiology Nutrition & Dietetics Physical Sciences Science & Technology Solid Phase Extraction Soy Foods - microbiology Soybean paste Taste Time Factors Volatile metabolites Volatile Organic Compounds - analysis |
title | Metatranscriptome-based investigation of flavor-producing core microbiota in different fermentation stages of dajiang, a traditional fermented soybean paste of Northeast China |
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