Analysis of microbial community diversity of muscadine grape skins

[Display omitted] •The microbial community in muscadine grape skins from different cultivars was affected by the grapevine genotype.•The cultivar had a greater impact on the fungal community than that of bacteria.•At the genus level, the microbial composition of muscadine grape was distinct from tha...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Food research international 2021-07, Vol.145, p.110417-110417, Article 110417
Hauptverfasser: Sun, Dayun, Qu, Junjie, Huang, Yu, Lu, Jiang, Yin, Ling
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 110417
container_issue
container_start_page 110417
container_title Food research international
container_volume 145
creator Sun, Dayun
Qu, Junjie
Huang, Yu
Lu, Jiang
Yin, Ling
description [Display omitted] •The microbial community in muscadine grape skins from different cultivars was affected by the grapevine genotype.•The cultivar had a greater impact on the fungal community than that of bacteria.•At the genus level, the microbial composition of muscadine grape was distinct from that of wine grapes.•There were complex interactions among microbial communities. Microorganisms in grape skins play vital roles in grapevine health, productivity, wine quality and organoleptic properties. To investigate microbial diversity of muscadine grape skins, 16S and ITS sequences of 30 samples from six muscadine (Muscadinia rotundifolia Michx.) cultivars grown in Guangxi, China, were sequenced using Illumina Novaseq platform. A total of 7,317 bacterial operational taxonomic units (OTUs) and 1,611 fungal OTUs were obtained, and clustered into 38 bacterial and 7 known fungal phyla. The dominant bacterial phyla were Proteobacteria, Firmicutes, Bacteroidetes, Planctomycetes, Actinobacteria, Verrucomicrobia, Acidobacteria, and Patescibacteria, and the dominant genera were Lelliottia, Prevotella_9, Escherichia-Shigella, Lactobacillus, Pseudomonas, Akkermansia, Faecalibacterium, Rahnella, and Acinetobacter. For fungi, the dominant phyla were Ascomycota, Basidiomycota, and Mortierellomycota, and the dominant genera were Acaromyces, Uwebraunia, Penicillium, Zygosporium, Ilyonectria, Aspergillus, Neodevriesia, Strelitziana, Mortierella, and Fusarium. Alpha diversity analysis and Kruskal-Wallis H test demonstrated that microbial diversity and composition were affected by the cultivar. The Pearson correlation analysis of species revealed complex interactions among microbes. PICRUSt2 predicted that the metabolism of carbohydrates, cofactors, vitamins, amino acids, terpenoids, polyketides, lipids and biosynthesis of other secondary metabolites were abundant. These results contribute to understanding the uniqueness of muscadine grapes and the links among microorganisms in grape skins.
doi_str_mv 10.1016/j.foodres.2021.110417
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_2540517670</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S0963996921003161</els_id><sourcerecordid>2540517670</sourcerecordid><originalsourceid>FETCH-LOGICAL-c342t-fdccb01312cc1cdddb0cf163858971e5a3852a8f721ab4b32240b8ec132d27b93</originalsourceid><addsrcrecordid>eNqFkEtLxDAUhYMoOD5-gtClm9bcpG3alYyDLxhwo-uQJreSsY8xtx2Yf29LZ-_qnMU5B87H2B3wBDjkD7uk7nsXkBLBBSQAPAV1xlZQKBkrSLNztuJlLuOyzMtLdkW045znmSpX7GndmeZInqK-jlpvQ19500S2b9ux88Mxcv6AgWY3B0ayxvkOo-9g9hjRj-_ohl3UpiG8Pek1-3p5_ty8xduP1_fNehtbmYohrp21FQcJwlqwzrmK2xpyWWRFqQAzMzlhiloJMFVaSSFSXhVoQQonVFXKa3a_7O5D_zsiDbr1ZLFpTIf9SFpkKc9A5YpP0WyJTn-IAtZ6H3xrwlED1zMzvdMnZnpmphdmU-9x6eH04-AxaLIeO4vOB7SDdr3_Z-EPt8t4Uw</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2540517670</pqid></control><display><type>article</type><title>Analysis of microbial community diversity of muscadine grape skins</title><source>Elsevier ScienceDirect Journals</source><creator>Sun, Dayun ; Qu, Junjie ; Huang, Yu ; Lu, Jiang ; Yin, Ling</creator><creatorcontrib>Sun, Dayun ; Qu, Junjie ; Huang, Yu ; Lu, Jiang ; Yin, Ling</creatorcontrib><description>[Display omitted] •The microbial community in muscadine grape skins from different cultivars was affected by the grapevine genotype.•The cultivar had a greater impact on the fungal community than that of bacteria.•At the genus level, the microbial composition of muscadine grape was distinct from that of wine grapes.•There were complex interactions among microbial communities. Microorganisms in grape skins play vital roles in grapevine health, productivity, wine quality and organoleptic properties. To investigate microbial diversity of muscadine grape skins, 16S and ITS sequences of 30 samples from six muscadine (Muscadinia rotundifolia Michx.) cultivars grown in Guangxi, China, were sequenced using Illumina Novaseq platform. A total of 7,317 bacterial operational taxonomic units (OTUs) and 1,611 fungal OTUs were obtained, and clustered into 38 bacterial and 7 known fungal phyla. The dominant bacterial phyla were Proteobacteria, Firmicutes, Bacteroidetes, Planctomycetes, Actinobacteria, Verrucomicrobia, Acidobacteria, and Patescibacteria, and the dominant genera were Lelliottia, Prevotella_9, Escherichia-Shigella, Lactobacillus, Pseudomonas, Akkermansia, Faecalibacterium, Rahnella, and Acinetobacter. For fungi, the dominant phyla were Ascomycota, Basidiomycota, and Mortierellomycota, and the dominant genera were Acaromyces, Uwebraunia, Penicillium, Zygosporium, Ilyonectria, Aspergillus, Neodevriesia, Strelitziana, Mortierella, and Fusarium. Alpha diversity analysis and Kruskal-Wallis H test demonstrated that microbial diversity and composition were affected by the cultivar. The Pearson correlation analysis of species revealed complex interactions among microbes. PICRUSt2 predicted that the metabolism of carbohydrates, cofactors, vitamins, amino acids, terpenoids, polyketides, lipids and biosynthesis of other secondary metabolites were abundant. These results contribute to understanding the uniqueness of muscadine grapes and the links among microorganisms in grape skins.</description><identifier>ISSN: 0963-9969</identifier><identifier>EISSN: 1873-7145</identifier><identifier>DOI: 10.1016/j.foodres.2021.110417</identifier><language>eng</language><publisher>Elsevier Ltd</publisher><subject>16S ; Alpha diversity ; ITS ; Microorganisms ; Pearson correlation ; PICRUSt2</subject><ispartof>Food research international, 2021-07, Vol.145, p.110417-110417, Article 110417</ispartof><rights>2021 Elsevier Ltd</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c342t-fdccb01312cc1cdddb0cf163858971e5a3852a8f721ab4b32240b8ec132d27b93</citedby><cites>FETCH-LOGICAL-c342t-fdccb01312cc1cdddb0cf163858971e5a3852a8f721ab4b32240b8ec132d27b93</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.foodres.2021.110417$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,777,781,3538,27906,27907,45977</link.rule.ids></links><search><creatorcontrib>Sun, Dayun</creatorcontrib><creatorcontrib>Qu, Junjie</creatorcontrib><creatorcontrib>Huang, Yu</creatorcontrib><creatorcontrib>Lu, Jiang</creatorcontrib><creatorcontrib>Yin, Ling</creatorcontrib><title>Analysis of microbial community diversity of muscadine grape skins</title><title>Food research international</title><description>[Display omitted] •The microbial community in muscadine grape skins from different cultivars was affected by the grapevine genotype.•The cultivar had a greater impact on the fungal community than that of bacteria.•At the genus level, the microbial composition of muscadine grape was distinct from that of wine grapes.•There were complex interactions among microbial communities. Microorganisms in grape skins play vital roles in grapevine health, productivity, wine quality and organoleptic properties. To investigate microbial diversity of muscadine grape skins, 16S and ITS sequences of 30 samples from six muscadine (Muscadinia rotundifolia Michx.) cultivars grown in Guangxi, China, were sequenced using Illumina Novaseq platform. A total of 7,317 bacterial operational taxonomic units (OTUs) and 1,611 fungal OTUs were obtained, and clustered into 38 bacterial and 7 known fungal phyla. The dominant bacterial phyla were Proteobacteria, Firmicutes, Bacteroidetes, Planctomycetes, Actinobacteria, Verrucomicrobia, Acidobacteria, and Patescibacteria, and the dominant genera were Lelliottia, Prevotella_9, Escherichia-Shigella, Lactobacillus, Pseudomonas, Akkermansia, Faecalibacterium, Rahnella, and Acinetobacter. For fungi, the dominant phyla were Ascomycota, Basidiomycota, and Mortierellomycota, and the dominant genera were Acaromyces, Uwebraunia, Penicillium, Zygosporium, Ilyonectria, Aspergillus, Neodevriesia, Strelitziana, Mortierella, and Fusarium. Alpha diversity analysis and Kruskal-Wallis H test demonstrated that microbial diversity and composition were affected by the cultivar. The Pearson correlation analysis of species revealed complex interactions among microbes. PICRUSt2 predicted that the metabolism of carbohydrates, cofactors, vitamins, amino acids, terpenoids, polyketides, lipids and biosynthesis of other secondary metabolites were abundant. These results contribute to understanding the uniqueness of muscadine grapes and the links among microorganisms in grape skins.</description><subject>16S</subject><subject>Alpha diversity</subject><subject>ITS</subject><subject>Microorganisms</subject><subject>Pearson correlation</subject><subject>PICRUSt2</subject><issn>0963-9969</issn><issn>1873-7145</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNqFkEtLxDAUhYMoOD5-gtClm9bcpG3alYyDLxhwo-uQJreSsY8xtx2Yf29LZ-_qnMU5B87H2B3wBDjkD7uk7nsXkBLBBSQAPAV1xlZQKBkrSLNztuJlLuOyzMtLdkW045znmSpX7GndmeZInqK-jlpvQ19500S2b9ux88Mxcv6AgWY3B0ayxvkOo-9g9hjRj-_ohl3UpiG8Pek1-3p5_ty8xduP1_fNehtbmYohrp21FQcJwlqwzrmK2xpyWWRFqQAzMzlhiloJMFVaSSFSXhVoQQonVFXKa3a_7O5D_zsiDbr1ZLFpTIf9SFpkKc9A5YpP0WyJTn-IAtZ6H3xrwlED1zMzvdMnZnpmphdmU-9x6eH04-AxaLIeO4vOB7SDdr3_Z-EPt8t4Uw</recordid><startdate>202107</startdate><enddate>202107</enddate><creator>Sun, Dayun</creator><creator>Qu, Junjie</creator><creator>Huang, Yu</creator><creator>Lu, Jiang</creator><creator>Yin, Ling</creator><general>Elsevier Ltd</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>202107</creationdate><title>Analysis of microbial community diversity of muscadine grape skins</title><author>Sun, Dayun ; Qu, Junjie ; Huang, Yu ; Lu, Jiang ; Yin, Ling</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c342t-fdccb01312cc1cdddb0cf163858971e5a3852a8f721ab4b32240b8ec132d27b93</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>16S</topic><topic>Alpha diversity</topic><topic>ITS</topic><topic>Microorganisms</topic><topic>Pearson correlation</topic><topic>PICRUSt2</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Sun, Dayun</creatorcontrib><creatorcontrib>Qu, Junjie</creatorcontrib><creatorcontrib>Huang, Yu</creatorcontrib><creatorcontrib>Lu, Jiang</creatorcontrib><creatorcontrib>Yin, Ling</creatorcontrib><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Food research international</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Sun, Dayun</au><au>Qu, Junjie</au><au>Huang, Yu</au><au>Lu, Jiang</au><au>Yin, Ling</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Analysis of microbial community diversity of muscadine grape skins</atitle><jtitle>Food research international</jtitle><date>2021-07</date><risdate>2021</risdate><volume>145</volume><spage>110417</spage><epage>110417</epage><pages>110417-110417</pages><artnum>110417</artnum><issn>0963-9969</issn><eissn>1873-7145</eissn><abstract>[Display omitted] •The microbial community in muscadine grape skins from different cultivars was affected by the grapevine genotype.•The cultivar had a greater impact on the fungal community than that of bacteria.•At the genus level, the microbial composition of muscadine grape was distinct from that of wine grapes.•There were complex interactions among microbial communities. Microorganisms in grape skins play vital roles in grapevine health, productivity, wine quality and organoleptic properties. To investigate microbial diversity of muscadine grape skins, 16S and ITS sequences of 30 samples from six muscadine (Muscadinia rotundifolia Michx.) cultivars grown in Guangxi, China, were sequenced using Illumina Novaseq platform. A total of 7,317 bacterial operational taxonomic units (OTUs) and 1,611 fungal OTUs were obtained, and clustered into 38 bacterial and 7 known fungal phyla. The dominant bacterial phyla were Proteobacteria, Firmicutes, Bacteroidetes, Planctomycetes, Actinobacteria, Verrucomicrobia, Acidobacteria, and Patescibacteria, and the dominant genera were Lelliottia, Prevotella_9, Escherichia-Shigella, Lactobacillus, Pseudomonas, Akkermansia, Faecalibacterium, Rahnella, and Acinetobacter. For fungi, the dominant phyla were Ascomycota, Basidiomycota, and Mortierellomycota, and the dominant genera were Acaromyces, Uwebraunia, Penicillium, Zygosporium, Ilyonectria, Aspergillus, Neodevriesia, Strelitziana, Mortierella, and Fusarium. Alpha diversity analysis and Kruskal-Wallis H test demonstrated that microbial diversity and composition were affected by the cultivar. The Pearson correlation analysis of species revealed complex interactions among microbes. PICRUSt2 predicted that the metabolism of carbohydrates, cofactors, vitamins, amino acids, terpenoids, polyketides, lipids and biosynthesis of other secondary metabolites were abundant. These results contribute to understanding the uniqueness of muscadine grapes and the links among microorganisms in grape skins.</abstract><pub>Elsevier Ltd</pub><doi>10.1016/j.foodres.2021.110417</doi><tpages>1</tpages></addata></record>
fulltext fulltext
identifier ISSN: 0963-9969
ispartof Food research international, 2021-07, Vol.145, p.110417-110417, Article 110417
issn 0963-9969
1873-7145
language eng
recordid cdi_proquest_miscellaneous_2540517670
source Elsevier ScienceDirect Journals
subjects 16S
Alpha diversity
ITS
Microorganisms
Pearson correlation
PICRUSt2
title Analysis of microbial community diversity of muscadine grape skins
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-17T11%3A03%3A51IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Analysis%20of%20microbial%20community%20diversity%20of%20muscadine%20grape%20skins&rft.jtitle=Food%20research%20international&rft.au=Sun,%20Dayun&rft.date=2021-07&rft.volume=145&rft.spage=110417&rft.epage=110417&rft.pages=110417-110417&rft.artnum=110417&rft.issn=0963-9969&rft.eissn=1873-7145&rft_id=info:doi/10.1016/j.foodres.2021.110417&rft_dat=%3Cproquest_cross%3E2540517670%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2540517670&rft_id=info:pmid/&rft_els_id=S0963996921003161&rfr_iscdi=true