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Exploration of the roles of microbiota on biogenic amines formation during traditional fermentation of Scomber japonicus
The influence of microbiota composition and metabolisms on the safety and quality of fermented fish products is attracting increasing attention. In this study, the total viable count (TVC), pH, total volatile base nitrogen (TVB-N) as well as biogenic amines (BAs) of traditional fermented ( ) were qu...
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Published in: | Frontiers in microbiology 2022-11, Vol.13, p.1030789 |
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description | The influence of microbiota composition and metabolisms on the safety and quality of fermented fish products is attracting increasing attention. In this study, the total viable count (TVC), pH, total volatile base nitrogen (TVB-N) as well as biogenic amines (BAs) of traditional fermented
(
) were quantitatively determined. To comprehend microbial community variation and predict their functions during fermentation, 16S rRNA-based high-throughput sequencing (HTS) and phylogenetic investigation of communities by reconstruction of unobserved states (PICRUSt) were employed, respectively. The fresh samples stored without fermentation were used as controls. TVC and TVB-N values increased rapidly, and the content of BAs exceeded the permissible limit on day 2 in the controls, indicating serious spoilage of the fish. In contrast, a slower increase in TVC and TVB-N was observed and the content of BAs was within the acceptable limit throughout the fermentation of
. Significant differences in microbiota composition were observed between
and the controls. The bacterial community composition of
was relatively simple and
was identified as the dominant microbial group. The accumulation of histamine was inhibited in
which was positively correlated with the relative abundance of
,
,
,
, et al. based on Redundancy analysis (RDA), while
showed a positive correlation with tyramine, cadaverine, and putrescine. Functional predictions, based on Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways analysis, revealed that the relative abundance of metabolic function exhibited a decreasing trend with prolonged fermentation time and the abundance of metabolism-related genes was relatively stable in the later stage of fermentation. Those metabolisms related to the formation of BAs like histidine metabolism and arginine metabolism were inhibited in
. This study has accompanied microbiota analysis and functional metabolism with the accumulation of BAs to trace their correspondences, clarifying the roles of microorganisms in the inhibition of BAs during fermentation of |
doi_str_mv | 10.3389/fmicb.2022.1030789 |
format | article |
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(
) were quantitatively determined. To comprehend microbial community variation and predict their functions during fermentation, 16S rRNA-based high-throughput sequencing (HTS) and phylogenetic investigation of communities by reconstruction of unobserved states (PICRUSt) were employed, respectively. The fresh samples stored without fermentation were used as controls. TVC and TVB-N values increased rapidly, and the content of BAs exceeded the permissible limit on day 2 in the controls, indicating serious spoilage of the fish. In contrast, a slower increase in TVC and TVB-N was observed and the content of BAs was within the acceptable limit throughout the fermentation of
. Significant differences in microbiota composition were observed between
and the controls. The bacterial community composition of
was relatively simple and
was identified as the dominant microbial group. The accumulation of histamine was inhibited in
which was positively correlated with the relative abundance of
,
,
,
, et al. based on Redundancy analysis (RDA), while
showed a positive correlation with tyramine, cadaverine, and putrescine. Functional predictions, based on Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways analysis, revealed that the relative abundance of metabolic function exhibited a decreasing trend with prolonged fermentation time and the abundance of metabolism-related genes was relatively stable in the later stage of fermentation. Those metabolisms related to the formation of BAs like histidine metabolism and arginine metabolism were inhibited in
. This study has accompanied microbiota analysis and functional metabolism with the accumulation of BAs to trace their correspondences, clarifying the roles of microorganisms in the inhibition of BAs during fermentation of</description><identifier>ISSN: 1664-302X</identifier><identifier>EISSN: 1664-302X</identifier><identifier>DOI: 10.3389/fmicb.2022.1030789</identifier><identifier>PMID: 36406411</identifier><language>eng</language><publisher>Switzerland: Frontiers Media S.A</publisher><subject>biogenic amines ; fermented Scomber japonicus (zaoyu) ; Microbiology ; microbiota composition ; MiSeq sequencing ; PICRUSt</subject><ispartof>Frontiers in microbiology, 2022-11, Vol.13, p.1030789</ispartof><rights>Copyright © 2022 Chen, Tang, Zhang, Sang, Jia and Ou.</rights><rights>Copyright © 2022 Chen, Tang, Zhang, Sang, Jia and Ou. 2022 Chen, Tang, Zhang, Sang, Jia and Ou</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c468t-f89bf3d257eb1ef86f9465522816ed600daae0bb83b5cff47ae17961ac8bbb383</citedby><cites>FETCH-LOGICAL-c468t-f89bf3d257eb1ef86f9465522816ed600daae0bb83b5cff47ae17961ac8bbb383</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC9667087/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC9667087/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,27924,27925,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36406411$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Chen, Jingyi</creatorcontrib><creatorcontrib>Tang, Haiqing</creatorcontrib><creatorcontrib>Zhang, Mengsi</creatorcontrib><creatorcontrib>Sang, Shangyuan</creatorcontrib><creatorcontrib>Jia, Lingling</creatorcontrib><creatorcontrib>Ou, Changrong</creatorcontrib><title>Exploration of the roles of microbiota on biogenic amines formation during traditional fermentation of Scomber japonicus</title><title>Frontiers in microbiology</title><addtitle>Front Microbiol</addtitle><description>The influence of microbiota composition and metabolisms on the safety and quality of fermented fish products is attracting increasing attention. In this study, the total viable count (TVC), pH, total volatile base nitrogen (TVB-N) as well as biogenic amines (BAs) of traditional fermented
(
) were quantitatively determined. To comprehend microbial community variation and predict their functions during fermentation, 16S rRNA-based high-throughput sequencing (HTS) and phylogenetic investigation of communities by reconstruction of unobserved states (PICRUSt) were employed, respectively. The fresh samples stored without fermentation were used as controls. TVC and TVB-N values increased rapidly, and the content of BAs exceeded the permissible limit on day 2 in the controls, indicating serious spoilage of the fish. In contrast, a slower increase in TVC and TVB-N was observed and the content of BAs was within the acceptable limit throughout the fermentation of
. Significant differences in microbiota composition were observed between
and the controls. The bacterial community composition of
was relatively simple and
was identified as the dominant microbial group. The accumulation of histamine was inhibited in
which was positively correlated with the relative abundance of
,
,
,
, et al. based on Redundancy analysis (RDA), while
showed a positive correlation with tyramine, cadaverine, and putrescine. Functional predictions, based on Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways analysis, revealed that the relative abundance of metabolic function exhibited a decreasing trend with prolonged fermentation time and the abundance of metabolism-related genes was relatively stable in the later stage of fermentation. Those metabolisms related to the formation of BAs like histidine metabolism and arginine metabolism were inhibited in
. This study has accompanied microbiota analysis and functional metabolism with the accumulation of BAs to trace their correspondences, clarifying the roles of microorganisms in the inhibition of BAs during fermentation of</description><subject>biogenic amines</subject><subject>fermented Scomber japonicus (zaoyu)</subject><subject>Microbiology</subject><subject>microbiota composition</subject><subject>MiSeq sequencing</subject><subject>PICRUSt</subject><issn>1664-302X</issn><issn>1664-302X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>DOA</sourceid><recordid>eNpVkk1vFDEMhkcIRKvSP8ABzZHLbvM1-bggoarQSpU4ABK3yMk426xmJksyg8q_J9tdVm0OiePYjx35bZr3lKw51-YqjNG7NSOMrSnhRGnzqjmnUooVJ-zX62f2WXNZypbUJQir-9vmjEtBpKD0vHm8edwNKcMc09Sm0M4P2OY0YNlfaomcXEwztPW1Ghucom9hjFMNCCmPh7x-yXHatHOGPu4dMLQB84jTfOJ-92l0mNst7FJlLOVd8ybAUPDyeF40P7_c_Li-Xd1_-3p3_fl-5YXU8ypo4wLvWafQUQxaBiNk1zGmqcReEtIDIHFOc9f5EIQCpMpICl4757jmF83dgdsn2NpdjiPkvzZBtE-OlDcW8hz9gFaDM55zhsYxQXXvuFAioKZUhK42UFmfDqzd4kbsff1ghuEF9OXLFB_sJv2xRkpFtKqAj0dATr8XLLMdY_E4DDBhWoplimthFOOshrJDaB1BKRnDqQwldq8A-6QAu1eAPSqgJn143uAp5f-8-T-a3LFs</recordid><startdate>20221102</startdate><enddate>20221102</enddate><creator>Chen, Jingyi</creator><creator>Tang, Haiqing</creator><creator>Zhang, Mengsi</creator><creator>Sang, Shangyuan</creator><creator>Jia, Lingling</creator><creator>Ou, Changrong</creator><general>Frontiers Media S.A</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20221102</creationdate><title>Exploration of the roles of microbiota on biogenic amines formation during traditional fermentation of Scomber japonicus</title><author>Chen, Jingyi ; Tang, Haiqing ; Zhang, Mengsi ; Sang, Shangyuan ; Jia, Lingling ; Ou, Changrong</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c468t-f89bf3d257eb1ef86f9465522816ed600daae0bb83b5cff47ae17961ac8bbb383</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>biogenic amines</topic><topic>fermented Scomber japonicus (zaoyu)</topic><topic>Microbiology</topic><topic>microbiota composition</topic><topic>MiSeq sequencing</topic><topic>PICRUSt</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Chen, Jingyi</creatorcontrib><creatorcontrib>Tang, Haiqing</creatorcontrib><creatorcontrib>Zhang, Mengsi</creatorcontrib><creatorcontrib>Sang, Shangyuan</creatorcontrib><creatorcontrib>Jia, Lingling</creatorcontrib><creatorcontrib>Ou, Changrong</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>Directory of Open Access Journals</collection><jtitle>Frontiers in microbiology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Chen, Jingyi</au><au>Tang, Haiqing</au><au>Zhang, Mengsi</au><au>Sang, Shangyuan</au><au>Jia, Lingling</au><au>Ou, Changrong</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Exploration of the roles of microbiota on biogenic amines formation during traditional fermentation of Scomber japonicus</atitle><jtitle>Frontiers in microbiology</jtitle><addtitle>Front Microbiol</addtitle><date>2022-11-02</date><risdate>2022</risdate><volume>13</volume><spage>1030789</spage><pages>1030789-</pages><issn>1664-302X</issn><eissn>1664-302X</eissn><abstract>The influence of microbiota composition and metabolisms on the safety and quality of fermented fish products is attracting increasing attention. In this study, the total viable count (TVC), pH, total volatile base nitrogen (TVB-N) as well as biogenic amines (BAs) of traditional fermented
(
) were quantitatively determined. To comprehend microbial community variation and predict their functions during fermentation, 16S rRNA-based high-throughput sequencing (HTS) and phylogenetic investigation of communities by reconstruction of unobserved states (PICRUSt) were employed, respectively. The fresh samples stored without fermentation were used as controls. TVC and TVB-N values increased rapidly, and the content of BAs exceeded the permissible limit on day 2 in the controls, indicating serious spoilage of the fish. In contrast, a slower increase in TVC and TVB-N was observed and the content of BAs was within the acceptable limit throughout the fermentation of
. Significant differences in microbiota composition were observed between
and the controls. The bacterial community composition of
was relatively simple and
was identified as the dominant microbial group. The accumulation of histamine was inhibited in
which was positively correlated with the relative abundance of
,
,
,
, et al. based on Redundancy analysis (RDA), while
showed a positive correlation with tyramine, cadaverine, and putrescine. Functional predictions, based on Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways analysis, revealed that the relative abundance of metabolic function exhibited a decreasing trend with prolonged fermentation time and the abundance of metabolism-related genes was relatively stable in the later stage of fermentation. Those metabolisms related to the formation of BAs like histidine metabolism and arginine metabolism were inhibited in
. This study has accompanied microbiota analysis and functional metabolism with the accumulation of BAs to trace their correspondences, clarifying the roles of microorganisms in the inhibition of BAs during fermentation of</abstract><cop>Switzerland</cop><pub>Frontiers Media S.A</pub><pmid>36406411</pmid><doi>10.3389/fmicb.2022.1030789</doi><oa>free_for_read</oa></addata></record> |
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subjects | biogenic amines fermented Scomber japonicus (zaoyu) Microbiology microbiota composition MiSeq sequencing PICRUSt |
title | Exploration of the roles of microbiota on biogenic amines formation during traditional fermentation of Scomber japonicus |
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