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Interacting Environmental Stress Factors Affects Targeted Metabolomic Profiles in Stored Natural Wheat and That Inoculated with F. graminearum
Changes in environmental stress impact on secondary metabolite (SM) production profiles. Few studies have examined targeted SM production patterns in relation to interacting environmental conditions in stored cereals. The objectives were to examine the effect of water activity (a ; 0.95-0.90) x temp...
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Published in: | Toxins 2018-01, Vol.10 (2), p.56 |
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description | Changes in environmental stress impact on secondary metabolite (SM) production profiles. Few studies have examined targeted SM production patterns in relation to interacting environmental conditions in stored cereals. The objectives were to examine the effect of water activity (a
; 0.95-0.90) x temperature (10-25 °C) on SM production on naturally contaminated stored wheat and that inoculated with
Samples were analysed using Liquid Chromatography-Tandem Mass Spectrometry (LC-MS/MS) on (a) total number of known SMs, (b) their concentrations and (c) changes under environmental stress. 24
metabolites were quantified. Interestingly, statistical differences (ChisSq.,
< 0.001) were observed in the number of SMs produced under different sets of interacting environmental conditions. The dominant metabolites in natural stored grain were deoxynivalenol (DON) and nivalenol (NIV) followed by a range of enniatins (A, A1, B, B1), apicidin and DON-3-glucoside at 10 °C. Increasing temperature promoted the biosynthesis of other SMs such as aurofusarin, moniliformin, zearalenone (ZEN) and their derivatives. Natural wheat +
inoculation resulted in a significant increase in the number of metabolites produced (ChisSq.,
< 0.001). For ZEN and its derivatives, more was produced under cooler storage conditions. Fusarin C was enhanced in contrast to that for the enniatin group. The relative ratios of certain groups of targeted SM changed with environmental stress. Both temperature and a
affected the amounts of metabolites present, especially of DON and ZEN. This study suggests that the dominant SMs produced in stored temperate cereals are the mycotoxins for which legislation exists. However, there are changes in the ratios of key metabolites which could influence the relative contamination with individual compounds. Thus, in the future, under more extreme environmental stresses, different dominant SMs may be formed which could make present legislation out of step with the future contamination which might occur. |
doi_str_mv | 10.3390/toxins10020056 |
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; 0.95-0.90) x temperature (10-25 °C) on SM production on naturally contaminated stored wheat and that inoculated with
Samples were analysed using Liquid Chromatography-Tandem Mass Spectrometry (LC-MS/MS) on (a) total number of known SMs, (b) their concentrations and (c) changes under environmental stress. 24
metabolites were quantified. Interestingly, statistical differences (ChisSq.,
< 0.001) were observed in the number of SMs produced under different sets of interacting environmental conditions. The dominant metabolites in natural stored grain were deoxynivalenol (DON) and nivalenol (NIV) followed by a range of enniatins (A, A1, B, B1), apicidin and DON-3-glucoside at 10 °C. Increasing temperature promoted the biosynthesis of other SMs such as aurofusarin, moniliformin, zearalenone (ZEN) and their derivatives. Natural wheat +
inoculation resulted in a significant increase in the number of metabolites produced (ChisSq.,
< 0.001). For ZEN and its derivatives, more was produced under cooler storage conditions. Fusarin C was enhanced in contrast to that for the enniatin group. The relative ratios of certain groups of targeted SM changed with environmental stress. Both temperature and a
affected the amounts of metabolites present, especially of DON and ZEN. This study suggests that the dominant SMs produced in stored temperate cereals are the mycotoxins for which legislation exists. However, there are changes in the ratios of key metabolites which could influence the relative contamination with individual compounds. Thus, in the future, under more extreme environmental stresses, different dominant SMs may be formed which could make present legislation out of step with the future contamination which might occur.</description><identifier>ISSN: 2072-6651</identifier><identifier>EISSN: 2072-6651</identifier><identifier>DOI: 10.3390/toxins10020056</identifier><identifier>PMID: 29382163</identifier><language>eng</language><publisher>Switzerland: MDPI AG</publisher><subject>Biosynthesis ; Cereals ; Contamination ; Deoxynivalenol ; Depsipeptides - metabolism ; Derivatives ; Edible Grain - microbiology ; Enniatins ; Environmental changes ; Environmental conditions ; Environmental impact ; Environmental stress ; Food Storage ; Fusarium ; Fusarium - metabolism ; Fusarium graminearum ; Grain ; Inoculation ; Legislation ; Liquid chromatography ; Mass spectrometry ; Mass spectroscopy ; Metabolites ; Metabolomics ; Moniliformin ; Mycotoxins ; Mycotoxins - metabolism ; Nivalenol ; Peptides, Cyclic - metabolism ; Secondary Metabolism ; secondary metabolites ; Statistical analysis ; Statistical methods ; storage ; Storage conditions ; Stresses ; Temperature ; Temperature effects ; Triticum - microbiology ; Water ; Water activity ; Wheat ; Zearalenone</subject><ispartof>Toxins, 2018-01, Vol.10 (2), p.56</ispartof><rights>Copyright MDPI AG 2018</rights><rights>2018 by the authors. 2018</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c484t-4973eca46cafdb207c04a3086729e8f426dc9244aae2420978cf9cad4fc171e13</citedby><cites>FETCH-LOGICAL-c484t-4973eca46cafdb207c04a3086729e8f426dc9244aae2420978cf9cad4fc171e13</cites><orcidid>0000-0002-3302-0732 ; 0000-0002-1443-6150</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2014701066/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2014701066?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25753,27924,27925,37012,37013,44590,53791,53793,75126</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/29382163$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Garcia-Cela, Esther</creatorcontrib><creatorcontrib>Kiaitsi, Elisavet</creatorcontrib><creatorcontrib>Medina, Angel</creatorcontrib><creatorcontrib>Sulyok, Michael</creatorcontrib><creatorcontrib>Krska, Rudolf</creatorcontrib><creatorcontrib>Magan, Naresh</creatorcontrib><title>Interacting Environmental Stress Factors Affects Targeted Metabolomic Profiles in Stored Natural Wheat and That Inoculated with F. graminearum</title><title>Toxins</title><addtitle>Toxins (Basel)</addtitle><description>Changes in environmental stress impact on secondary metabolite (SM) production profiles. Few studies have examined targeted SM production patterns in relation to interacting environmental conditions in stored cereals. The objectives were to examine the effect of water activity (a
; 0.95-0.90) x temperature (10-25 °C) on SM production on naturally contaminated stored wheat and that inoculated with
Samples were analysed using Liquid Chromatography-Tandem Mass Spectrometry (LC-MS/MS) on (a) total number of known SMs, (b) their concentrations and (c) changes under environmental stress. 24
metabolites were quantified. Interestingly, statistical differences (ChisSq.,
< 0.001) were observed in the number of SMs produced under different sets of interacting environmental conditions. The dominant metabolites in natural stored grain were deoxynivalenol (DON) and nivalenol (NIV) followed by a range of enniatins (A, A1, B, B1), apicidin and DON-3-glucoside at 10 °C. Increasing temperature promoted the biosynthesis of other SMs such as aurofusarin, moniliformin, zearalenone (ZEN) and their derivatives. Natural wheat +
inoculation resulted in a significant increase in the number of metabolites produced (ChisSq.,
< 0.001). For ZEN and its derivatives, more was produced under cooler storage conditions. Fusarin C was enhanced in contrast to that for the enniatin group. The relative ratios of certain groups of targeted SM changed with environmental stress. Both temperature and a
affected the amounts of metabolites present, especially of DON and ZEN. This study suggests that the dominant SMs produced in stored temperate cereals are the mycotoxins for which legislation exists. However, there are changes in the ratios of key metabolites which could influence the relative contamination with individual compounds. Thus, in the future, under more extreme environmental stresses, different dominant SMs may be formed which could make present legislation out of step with the future contamination which might occur.</description><subject>Biosynthesis</subject><subject>Cereals</subject><subject>Contamination</subject><subject>Deoxynivalenol</subject><subject>Depsipeptides - metabolism</subject><subject>Derivatives</subject><subject>Edible Grain - microbiology</subject><subject>Enniatins</subject><subject>Environmental changes</subject><subject>Environmental conditions</subject><subject>Environmental impact</subject><subject>Environmental stress</subject><subject>Food Storage</subject><subject>Fusarium</subject><subject>Fusarium - metabolism</subject><subject>Fusarium graminearum</subject><subject>Grain</subject><subject>Inoculation</subject><subject>Legislation</subject><subject>Liquid chromatography</subject><subject>Mass spectrometry</subject><subject>Mass spectroscopy</subject><subject>Metabolites</subject><subject>Metabolomics</subject><subject>Moniliformin</subject><subject>Mycotoxins</subject><subject>Mycotoxins - metabolism</subject><subject>Nivalenol</subject><subject>Peptides, Cyclic - metabolism</subject><subject>Secondary Metabolism</subject><subject>secondary metabolites</subject><subject>Statistical analysis</subject><subject>Statistical methods</subject><subject>storage</subject><subject>Storage conditions</subject><subject>Stresses</subject><subject>Temperature</subject><subject>Temperature effects</subject><subject>Triticum - microbiology</subject><subject>Water</subject><subject>Water activity</subject><subject>Wheat</subject><subject>Zearalenone</subject><issn>2072-6651</issn><issn>2072-6651</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNpdkk1v1DAQhiMEolXplSOyxIXLLrbj-OOCVFVdWKl8SCziaE0cJ-tVYhfbaeFP8JvxsqXq4otHnnee8YzeqnpJ8LKuFX6bw0_nE8GYYtzwJ9UpxYIuOG_I00fxSXWe0g6XU9dEEfG8OqGqlpTw-rT6vfbZRjDZ-QFd-VsXg5-szzCirznalNCqJENM6KLvrckJbSAONtsOfbQZ2jCGyRn0JYbejTYh50tdiCX9CfIcC-b71kJG4Du02ZZg7YOZR9gD7lzeotUSDREm5y3EeXpRPethTPb8_j6rvq2uNpcfFtef368vL64XhkmWF0yJ2hpg3EDftWVSgxnUWHJBlZU9o7wzijIGYCmjWAlpemWgY70hglhSn1XrA7cLsNM30U0Qf-kATv99CHHQELMzo9WNkcANIyCVYIbRVrZcNpwJ0UlBlCqsdwfWzdxOtjNle2XuI-hxxrutHsKtbiSTpBEF8OYeEMOP2aasJ5eMHUfwNsxJ75tggqngRfr6P-kuzNGXVWmKCRNFxveq5UFlYkgp2v7hMwTrvXP0sXNKwavHIzzI__mk_gMEasGU</recordid><startdate>20180129</startdate><enddate>20180129</enddate><creator>Garcia-Cela, Esther</creator><creator>Kiaitsi, Elisavet</creator><creator>Medina, Angel</creator><creator>Sulyok, Michael</creator><creator>Krska, Rudolf</creator><creator>Magan, Naresh</creator><general>MDPI AG</general><general>MDPI</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>3V.</scope><scope>7T7</scope><scope>7U7</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M7P</scope><scope>P64</scope><scope>PATMY</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PYCSY</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-3302-0732</orcidid><orcidid>https://orcid.org/0000-0002-1443-6150</orcidid></search><sort><creationdate>20180129</creationdate><title>Interacting Environmental Stress Factors Affects Targeted Metabolomic Profiles in Stored Natural Wheat and That Inoculated with F. graminearum</title><author>Garcia-Cela, Esther ; Kiaitsi, Elisavet ; Medina, Angel ; Sulyok, Michael ; Krska, Rudolf ; Magan, Naresh</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c484t-4973eca46cafdb207c04a3086729e8f426dc9244aae2420978cf9cad4fc171e13</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Biosynthesis</topic><topic>Cereals</topic><topic>Contamination</topic><topic>Deoxynivalenol</topic><topic>Depsipeptides - metabolism</topic><topic>Derivatives</topic><topic>Edible Grain - microbiology</topic><topic>Enniatins</topic><topic>Environmental changes</topic><topic>Environmental conditions</topic><topic>Environmental impact</topic><topic>Environmental stress</topic><topic>Food Storage</topic><topic>Fusarium</topic><topic>Fusarium - metabolism</topic><topic>Fusarium graminearum</topic><topic>Grain</topic><topic>Inoculation</topic><topic>Legislation</topic><topic>Liquid chromatography</topic><topic>Mass spectrometry</topic><topic>Mass spectroscopy</topic><topic>Metabolites</topic><topic>Metabolomics</topic><topic>Moniliformin</topic><topic>Mycotoxins</topic><topic>Mycotoxins - metabolism</topic><topic>Nivalenol</topic><topic>Peptides, Cyclic - metabolism</topic><topic>Secondary Metabolism</topic><topic>secondary metabolites</topic><topic>Statistical analysis</topic><topic>Statistical methods</topic><topic>storage</topic><topic>Storage conditions</topic><topic>Stresses</topic><topic>Temperature</topic><topic>Temperature effects</topic><topic>Triticum - microbiology</topic><topic>Water</topic><topic>Water activity</topic><topic>Wheat</topic><topic>Zearalenone</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Garcia-Cela, Esther</creatorcontrib><creatorcontrib>Kiaitsi, Elisavet</creatorcontrib><creatorcontrib>Medina, Angel</creatorcontrib><creatorcontrib>Sulyok, Michael</creatorcontrib><creatorcontrib>Krska, Rudolf</creatorcontrib><creatorcontrib>Magan, Naresh</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Toxicology Abstracts</collection><collection>Health & Medical Collection (Proquest)</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>Agricultural & Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>ProQuest Natural Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Biological Science Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Environmental Science Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>Environmental Science Collection</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>Directory of Open Access Journals</collection><jtitle>Toxins</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Garcia-Cela, Esther</au><au>Kiaitsi, Elisavet</au><au>Medina, Angel</au><au>Sulyok, Michael</au><au>Krska, Rudolf</au><au>Magan, Naresh</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Interacting Environmental Stress Factors Affects Targeted Metabolomic Profiles in Stored Natural Wheat and That Inoculated with F. graminearum</atitle><jtitle>Toxins</jtitle><addtitle>Toxins (Basel)</addtitle><date>2018-01-29</date><risdate>2018</risdate><volume>10</volume><issue>2</issue><spage>56</spage><pages>56-</pages><issn>2072-6651</issn><eissn>2072-6651</eissn><abstract>Changes in environmental stress impact on secondary metabolite (SM) production profiles. Few studies have examined targeted SM production patterns in relation to interacting environmental conditions in stored cereals. The objectives were to examine the effect of water activity (a
; 0.95-0.90) x temperature (10-25 °C) on SM production on naturally contaminated stored wheat and that inoculated with
Samples were analysed using Liquid Chromatography-Tandem Mass Spectrometry (LC-MS/MS) on (a) total number of known SMs, (b) their concentrations and (c) changes under environmental stress. 24
metabolites were quantified. Interestingly, statistical differences (ChisSq.,
< 0.001) were observed in the number of SMs produced under different sets of interacting environmental conditions. The dominant metabolites in natural stored grain were deoxynivalenol (DON) and nivalenol (NIV) followed by a range of enniatins (A, A1, B, B1), apicidin and DON-3-glucoside at 10 °C. Increasing temperature promoted the biosynthesis of other SMs such as aurofusarin, moniliformin, zearalenone (ZEN) and their derivatives. Natural wheat +
inoculation resulted in a significant increase in the number of metabolites produced (ChisSq.,
< 0.001). For ZEN and its derivatives, more was produced under cooler storage conditions. Fusarin C was enhanced in contrast to that for the enniatin group. The relative ratios of certain groups of targeted SM changed with environmental stress. Both temperature and a
affected the amounts of metabolites present, especially of DON and ZEN. This study suggests that the dominant SMs produced in stored temperate cereals are the mycotoxins for which legislation exists. However, there are changes in the ratios of key metabolites which could influence the relative contamination with individual compounds. Thus, in the future, under more extreme environmental stresses, different dominant SMs may be formed which could make present legislation out of step with the future contamination which might occur.</abstract><cop>Switzerland</cop><pub>MDPI AG</pub><pmid>29382163</pmid><doi>10.3390/toxins10020056</doi><orcidid>https://orcid.org/0000-0002-3302-0732</orcidid><orcidid>https://orcid.org/0000-0002-1443-6150</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Biosynthesis Cereals Contamination Deoxynivalenol Depsipeptides - metabolism Derivatives Edible Grain - microbiology Enniatins Environmental changes Environmental conditions Environmental impact Environmental stress Food Storage Fusarium Fusarium - metabolism Fusarium graminearum Grain Inoculation Legislation Liquid chromatography Mass spectrometry Mass spectroscopy Metabolites Metabolomics Moniliformin Mycotoxins Mycotoxins - metabolism Nivalenol Peptides, Cyclic - metabolism Secondary Metabolism secondary metabolites Statistical analysis Statistical methods storage Storage conditions Stresses Temperature Temperature effects Triticum - microbiology Water Water activity Wheat Zearalenone |
title | Interacting Environmental Stress Factors Affects Targeted Metabolomic Profiles in Stored Natural Wheat and That Inoculated with F. graminearum |
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