Bacterial Endophytes from Vitis vinifera L. – Metabolomics Characterization of Plant‐Endophyte Crosstalk
Bacterial endophytes are known to protect Vitis vinifera L. against various harmful effects of the environment and support its growth. However, for the most part, biochemical responses of such co‐existence have not yet been fully elucidated. In this work, we aimed to characterize the activities of e...
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Veröffentlicht in: | Chemistry & biodiversity 2021-12, Vol.18 (12), p.e2100516-n/a |
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description | Bacterial endophytes are known to protect Vitis vinifera L. against various harmful effects of the environment and support its growth. However, for the most part, biochemical responses of such co‐existence have not yet been fully elucidated. In this work, we aimed to characterize the activities of endophytic consortia in a plant‐endophyte extract by measuring five indicators of colonization (overall endophyte metabolic activity, microbial ACC deaminase activity, ability to solubilize phosphorus, ability to convert atmospheric nitrogen to ammonia ions, and ability to produce growth promoting indole acetic acid), and find relationships between these activities and metabolome. The V. vinifera canes for the metabolomics fingerprinting were extracted successively with water and methanol, and analysed by ultra‐high performance liquid chromatography coupled with high resolution mass spectrometry. For data processing, the MS‐DIAL – MS‐CleanR – MS‐FINDER software platform was used, and the data matrix was processed by PCA and PLS‐DA multivariate statistical methods. The metabolites that were upregulated with the heavy endophyte colonization were mainly chlorins, phenolics, flavonoid and terpenoid glycosides, tannins, dihydropyranones, sesquiterpene lactones, and long‐chain unsaturated fatty acids. |
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However, for the most part, biochemical responses of such co‐existence have not yet been fully elucidated. In this work, we aimed to characterize the activities of endophytic consortia in a plant‐endophyte extract by measuring five indicators of colonization (overall endophyte metabolic activity, microbial ACC deaminase activity, ability to solubilize phosphorus, ability to convert atmospheric nitrogen to ammonia ions, and ability to produce growth promoting indole acetic acid), and find relationships between these activities and metabolome. The V. vinifera canes for the metabolomics fingerprinting were extracted successively with water and methanol, and analysed by ultra‐high performance liquid chromatography coupled with high resolution mass spectrometry. For data processing, the MS‐DIAL – MS‐CleanR – MS‐FINDER software platform was used, and the data matrix was processed by PCA and PLS‐DA multivariate statistical methods. The metabolites that were upregulated with the heavy endophyte colonization were mainly chlorins, phenolics, flavonoid and terpenoid glycosides, tannins, dihydropyranones, sesquiterpene lactones, and long‐chain unsaturated fatty acids.</description><identifier>ISSN: 1612-1872</identifier><identifier>EISSN: 1612-1880</identifier><identifier>DOI: 10.1002/cbdv.202100516</identifier><identifier>PMID: 34609783</identifier><language>eng</language><publisher>Switzerland: Wiley Subscription Services, Inc</publisher><subject>Acetic acid ; Ammonia ; Bacillaceae - metabolism ; bacterial endophytes ; Colonization ; Crosstalk ; Data processing ; Endophytes ; Endophytes - metabolism ; Enterobacteriaceae - metabolism ; Fatty acids ; Fingerprinting ; Flavonoids ; Glycosides ; growth promoting indicators ; High performance liquid chromatography ; high resolution mass spectrometry ; Indoleacetic acid ; Lactones ; Liquid chromatography ; Mass spectrometry ; Mass spectroscopy ; Metabolites ; Metabolomics ; metabolomics fingerprinting ; Micrococcaceae - metabolism ; Microorganisms ; Phenols ; Phosphorus ; Plant extracts ; Pseudomonadaceae - metabolism ; Sesquiterpene lactones ; Statistical methods ; Vitis - chemistry ; Vitis - metabolism ; Vitis vinifera</subject><ispartof>Chemistry & biodiversity, 2021-12, Vol.18 (12), p.e2100516-n/a</ispartof><rights>2021 Wiley‐VHCA AG, Zurich, Switzerland</rights><rights>2021 Wiley-VHCA AG, Zurich, Switzerland.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3736-1582378d5284b66e5e515a6789ca960217af5deda427c939bd285fa713bc7fe63</citedby><cites>FETCH-LOGICAL-c3736-1582378d5284b66e5e515a6789ca960217af5deda427c939bd285fa713bc7fe63</cites><orcidid>0000-0002-2958-1529</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Fcbdv.202100516$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fcbdv.202100516$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,780,784,1417,27924,27925,45574,45575</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34609783$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Stranska, Milena</creatorcontrib><creatorcontrib>Lovecka, Petra</creatorcontrib><creatorcontrib>Vrchotova, Blanka</creatorcontrib><creatorcontrib>Uttl, Leos</creatorcontrib><creatorcontrib>Bechynska, Kamila</creatorcontrib><creatorcontrib>Behner, Adam</creatorcontrib><creatorcontrib>Hajslova, Jana</creatorcontrib><title>Bacterial Endophytes from Vitis vinifera L. – Metabolomics Characterization of Plant‐Endophyte Crosstalk</title><title>Chemistry & biodiversity</title><addtitle>Chem Biodivers</addtitle><description>Bacterial endophytes are known to protect Vitis vinifera L. against various harmful effects of the environment and support its growth. However, for the most part, biochemical responses of such co‐existence have not yet been fully elucidated. In this work, we aimed to characterize the activities of endophytic consortia in a plant‐endophyte extract by measuring five indicators of colonization (overall endophyte metabolic activity, microbial ACC deaminase activity, ability to solubilize phosphorus, ability to convert atmospheric nitrogen to ammonia ions, and ability to produce growth promoting indole acetic acid), and find relationships between these activities and metabolome. The V. vinifera canes for the metabolomics fingerprinting were extracted successively with water and methanol, and analysed by ultra‐high performance liquid chromatography coupled with high resolution mass spectrometry. For data processing, the MS‐DIAL – MS‐CleanR – MS‐FINDER software platform was used, and the data matrix was processed by PCA and PLS‐DA multivariate statistical methods. The metabolites that were upregulated with the heavy endophyte colonization were mainly chlorins, phenolics, flavonoid and terpenoid glycosides, tannins, dihydropyranones, sesquiterpene lactones, and long‐chain unsaturated fatty acids.</description><subject>Acetic acid</subject><subject>Ammonia</subject><subject>Bacillaceae - metabolism</subject><subject>bacterial endophytes</subject><subject>Colonization</subject><subject>Crosstalk</subject><subject>Data processing</subject><subject>Endophytes</subject><subject>Endophytes - metabolism</subject><subject>Enterobacteriaceae - metabolism</subject><subject>Fatty acids</subject><subject>Fingerprinting</subject><subject>Flavonoids</subject><subject>Glycosides</subject><subject>growth promoting indicators</subject><subject>High performance liquid chromatography</subject><subject>high resolution mass spectrometry</subject><subject>Indoleacetic acid</subject><subject>Lactones</subject><subject>Liquid chromatography</subject><subject>Mass spectrometry</subject><subject>Mass spectroscopy</subject><subject>Metabolites</subject><subject>Metabolomics</subject><subject>metabolomics fingerprinting</subject><subject>Micrococcaceae - metabolism</subject><subject>Microorganisms</subject><subject>Phenols</subject><subject>Phosphorus</subject><subject>Plant extracts</subject><subject>Pseudomonadaceae - metabolism</subject><subject>Sesquiterpene lactones</subject><subject>Statistical methods</subject><subject>Vitis - chemistry</subject><subject>Vitis - metabolism</subject><subject>Vitis vinifera</subject><issn>1612-1872</issn><issn>1612-1880</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkbtOwzAUhi0EoqWwMiJLLCwtsV1fMtJwlYpgAFbLcRzhksTFTkFl4hGQeEOeBFctRWJh8kXf-XTO-QHYR8kAJQk-1nnxMsAJjg-K2AboIoZwHwmRbK7vHHfATgiTyMd_sQ06ZMiSlAvSBdVI6dZ4qyp41hRu-jhvTYCldzV8sK0N8MU2tjRewfEAfr1_wmvTqtxVrrY6wOxR-WX9m2qta6Ar4W2lmvbr_WOtg5l3IbSqetoFW6WqgtlbnT1wf352l132xzcXV9nJuK8JJ6yPqMCEi4JiMcwZM9RQRBXjItUqZXFWrkpamEINMdcpSfMCC1oqjkiueWkY6YGjpXfq3fPMhFbWNmhTxc6MmwWJKU8JTzlboId_0Imb-SZ2JzFDAmMUNxupwZLSi1G8KeXU21r5uUSJXOQgFznIdQ6x4GClneW1Kdb4z-IjkC6BV1uZ-T86mY1OH37l32rglgk</recordid><startdate>202112</startdate><enddate>202112</enddate><creator>Stranska, Milena</creator><creator>Lovecka, Petra</creator><creator>Vrchotova, Blanka</creator><creator>Uttl, Leos</creator><creator>Bechynska, Kamila</creator><creator>Behner, Adam</creator><creator>Hajslova, Jana</creator><general>Wiley Subscription Services, Inc</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QO</scope><scope>7TM</scope><scope>8FD</scope><scope>FR3</scope><scope>K9.</scope><scope>M7N</scope><scope>P64</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-2958-1529</orcidid></search><sort><creationdate>202112</creationdate><title>Bacterial Endophytes from Vitis vinifera L. – Metabolomics Characterization of Plant‐Endophyte Crosstalk</title><author>Stranska, Milena ; Lovecka, Petra ; Vrchotova, Blanka ; Uttl, Leos ; Bechynska, Kamila ; Behner, Adam ; Hajslova, Jana</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3736-1582378d5284b66e5e515a6789ca960217af5deda427c939bd285fa713bc7fe63</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Acetic acid</topic><topic>Ammonia</topic><topic>Bacillaceae - metabolism</topic><topic>bacterial endophytes</topic><topic>Colonization</topic><topic>Crosstalk</topic><topic>Data processing</topic><topic>Endophytes</topic><topic>Endophytes - metabolism</topic><topic>Enterobacteriaceae - metabolism</topic><topic>Fatty acids</topic><topic>Fingerprinting</topic><topic>Flavonoids</topic><topic>Glycosides</topic><topic>growth promoting indicators</topic><topic>High performance liquid chromatography</topic><topic>high resolution mass spectrometry</topic><topic>Indoleacetic acid</topic><topic>Lactones</topic><topic>Liquid chromatography</topic><topic>Mass spectrometry</topic><topic>Mass spectroscopy</topic><topic>Metabolites</topic><topic>Metabolomics</topic><topic>metabolomics fingerprinting</topic><topic>Micrococcaceae - metabolism</topic><topic>Microorganisms</topic><topic>Phenols</topic><topic>Phosphorus</topic><topic>Plant extracts</topic><topic>Pseudomonadaceae - metabolism</topic><topic>Sesquiterpene lactones</topic><topic>Statistical methods</topic><topic>Vitis - chemistry</topic><topic>Vitis - metabolism</topic><topic>Vitis vinifera</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Stranska, Milena</creatorcontrib><creatorcontrib>Lovecka, Petra</creatorcontrib><creatorcontrib>Vrchotova, Blanka</creatorcontrib><creatorcontrib>Uttl, Leos</creatorcontrib><creatorcontrib>Bechynska, Kamila</creatorcontrib><creatorcontrib>Behner, Adam</creatorcontrib><creatorcontrib>Hajslova, Jana</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Biotechnology Research Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>Chemistry & biodiversity</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Stranska, Milena</au><au>Lovecka, Petra</au><au>Vrchotova, Blanka</au><au>Uttl, Leos</au><au>Bechynska, Kamila</au><au>Behner, Adam</au><au>Hajslova, Jana</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Bacterial Endophytes from Vitis vinifera L. – Metabolomics Characterization of Plant‐Endophyte Crosstalk</atitle><jtitle>Chemistry & biodiversity</jtitle><addtitle>Chem Biodivers</addtitle><date>2021-12</date><risdate>2021</risdate><volume>18</volume><issue>12</issue><spage>e2100516</spage><epage>n/a</epage><pages>e2100516-n/a</pages><issn>1612-1872</issn><eissn>1612-1880</eissn><abstract>Bacterial endophytes are known to protect Vitis vinifera L. against various harmful effects of the environment and support its growth. However, for the most part, biochemical responses of such co‐existence have not yet been fully elucidated. In this work, we aimed to characterize the activities of endophytic consortia in a plant‐endophyte extract by measuring five indicators of colonization (overall endophyte metabolic activity, microbial ACC deaminase activity, ability to solubilize phosphorus, ability to convert atmospheric nitrogen to ammonia ions, and ability to produce growth promoting indole acetic acid), and find relationships between these activities and metabolome. The V. vinifera canes for the metabolomics fingerprinting were extracted successively with water and methanol, and analysed by ultra‐high performance liquid chromatography coupled with high resolution mass spectrometry. For data processing, the MS‐DIAL – MS‐CleanR – MS‐FINDER software platform was used, and the data matrix was processed by PCA and PLS‐DA multivariate statistical methods. The metabolites that were upregulated with the heavy endophyte colonization were mainly chlorins, phenolics, flavonoid and terpenoid glycosides, tannins, dihydropyranones, sesquiterpene lactones, and long‐chain unsaturated fatty acids.</abstract><cop>Switzerland</cop><pub>Wiley Subscription Services, Inc</pub><pmid>34609783</pmid><doi>10.1002/cbdv.202100516</doi><tpages>16</tpages><orcidid>https://orcid.org/0000-0002-2958-1529</orcidid></addata></record> |
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subjects | Acetic acid Ammonia Bacillaceae - metabolism bacterial endophytes Colonization Crosstalk Data processing Endophytes Endophytes - metabolism Enterobacteriaceae - metabolism Fatty acids Fingerprinting Flavonoids Glycosides growth promoting indicators High performance liquid chromatography high resolution mass spectrometry Indoleacetic acid Lactones Liquid chromatography Mass spectrometry Mass spectroscopy Metabolites Metabolomics metabolomics fingerprinting Micrococcaceae - metabolism Microorganisms Phenols Phosphorus Plant extracts Pseudomonadaceae - metabolism Sesquiterpene lactones Statistical methods Vitis - chemistry Vitis - metabolism Vitis vinifera |
title | Bacterial Endophytes from Vitis vinifera L. – Metabolomics Characterization of Plant‐Endophyte Crosstalk |
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