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Genetic control of abiotic stress-related specialized metabolites in sunflower
Abiotic stresses in plants include all the environmental conditions that significantly reduce yields, like drought and heat. One of the most significant effects they exert at the cellular level is the accumulation of reactive oxygen species, which cause extensive damage. Plants possess two mechanism...
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Published in: | BMC genomics 2024-02, Vol.25 (1), p.199-199, Article 199 |
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description | Abiotic stresses in plants include all the environmental conditions that significantly reduce yields, like drought and heat. One of the most significant effects they exert at the cellular level is the accumulation of reactive oxygen species, which cause extensive damage. Plants possess two mechanisms to counter these molecules, i.e. detoxifying enzymes and non-enzymatic antioxidants, which include many classes of specialized metabolites. Sunflower, the fourth global oilseed, is considered moderately drought resistant. Abiotic stress tolerance in this crop has been studied using many approaches, but the control of specialized metabolites in this context remains poorly understood. Here, we performed the first genome-wide association study using abiotic stress-related specialized metabolites as molecular phenotypes in sunflower. After analyzing leaf specialized metabolites of 450 hybrids using liquid chromatography-mass spectrometry, we selected a subset of these compounds based on their association with previously known abiotic stress-related quantitative trait loci. Eventually, we characterized these molecules and their associated genes.
We putatively annotated 30 compounds which co-localized with abiotic stress-related quantitative trait loci and which were associated to seven most likely candidate genes. A large proportion of these compounds were potential antioxidants, which was in agreement with the role of specialized metabolites in abiotic stresses. The seven associated most likely candidate genes, instead, mainly belonged to cytochromes P450 and glycosyltransferases, two large superfamilies which catalyze greatly diverse reactions and create a wide variety of chemical modifications. This was consistent with the high plasticity of specialized metabolism in plants.
This is the first characterization of the genetic control of abiotic stress-related specialized metabolites in sunflower. By providing hints concerning the importance of antioxidant molecules in this biological context, and by highlighting some of the potential molecular mechanisms underlying their biosynthesis, it could pave the way for novel applications in breeding. Although further analyses will be required to better understand this topic, studying how antioxidants contribute to the tolerance to abiotic stresses in sunflower appears as a promising area of research. |
doi_str_mv | 10.1186/s12864-024-10104-9 |
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We putatively annotated 30 compounds which co-localized with abiotic stress-related quantitative trait loci and which were associated to seven most likely candidate genes. A large proportion of these compounds were potential antioxidants, which was in agreement with the role of specialized metabolites in abiotic stresses. The seven associated most likely candidate genes, instead, mainly belonged to cytochromes P450 and glycosyltransferases, two large superfamilies which catalyze greatly diverse reactions and create a wide variety of chemical modifications. This was consistent with the high plasticity of specialized metabolism in plants.
This is the first characterization of the genetic control of abiotic stress-related specialized metabolites in sunflower. By providing hints concerning the importance of antioxidant molecules in this biological context, and by highlighting some of the potential molecular mechanisms underlying their biosynthesis, it could pave the way for novel applications in breeding. Although further analyses will be required to better understand this topic, studying how antioxidants contribute to the tolerance to abiotic stresses in sunflower appears as a promising area of research.</description><identifier>ISSN: 1471-2164</identifier><identifier>EISSN: 1471-2164</identifier><identifier>DOI: 10.1186/s12864-024-10104-9</identifier><identifier>PMID: 38378469</identifier><language>eng</language><publisher>England: BioMed Central Ltd</publisher><subject>Abiotic stress ; Abiotic stresses ; Agricultural sciences ; Antioxidants ; Antioxidants - metabolism ; Biochemistry, Molecular Biology ; Biosynthesis ; Biotechnology ; Botanical research ; Botanics ; Chemical reactions ; Computer Science ; Context ; Cytochromes P450 ; Damage accumulation ; Drought ; Drought resistance ; Environmental conditions ; Environmental Sciences ; Flavonoids ; Flowers & plants ; Gene Expression Regulation, Plant ; Gene mapping ; Genes ; Genetic aspects ; Genetic control ; Genetic regulation ; Genome-wide association studies ; Genome-Wide Association Study ; Genomes ; Genomics ; Hardiness ; Helianthus ; Helianthus - genetics ; Helianthus - metabolism ; Hybrids ; Life Sciences ; Lipids ; Liquid chromatography ; Liquid chromatography-mass spectrometry ; Mass spectrometry ; Mass spectroscopy ; Metabolites ; Metabolome ; Modeling and Simulation ; Molecular modelling ; Oilseed crops ; Phenotypes ; Physiological aspects ; Plant Breeding ; Plant metabolites ; Plants ; Plants (botany) ; Plants - genetics ; Quantitative trait loci ; Reactive oxygen species ; Sciences and technics of agriculture ; Stress (Physiology) ; Stress, Physiological - genetics ; Stresses ; Sunflower (Helianthus annuus) ; Sunflowers ; Vegetal Biology</subject><ispartof>BMC genomics, 2024-02, Vol.25 (1), p.199-199, Article 199</ispartof><rights>2024. The Author(s).</rights><rights>COPYRIGHT 2024 BioMed Central Ltd.</rights><rights>2024. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>Attribution</rights><rights>The Author(s) 2024</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c632t-79c90984b29c220bd516642de00a3e80cc19cb7343d7b1915c2a72bc55d3552b3</citedby><cites>FETCH-LOGICAL-c632t-79c90984b29c220bd516642de00a3e80cc19cb7343d7b1915c2a72bc55d3552b3</cites><orcidid>0000-0002-6020-2822 ; 0000-0002-5651-1446 ; 0000-0003-4955-0161 ; 0000-0002-4440-4950 ; 0000-0001-8161-1089 ; 0000-0003-1144-3600</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC10877922/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2956849904?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25751,27922,27923,37010,37011,44588,53789,53791</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38378469$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://hal.inrae.fr/hal-04468891$$DView record in HAL$$Hfree_for_read</backlink></links><search><creatorcontrib>Moroldo, Marco</creatorcontrib><creatorcontrib>Blanchet, Nicolas</creatorcontrib><creatorcontrib>Duruflé, Harold</creatorcontrib><creatorcontrib>Bernillon, Stéphane</creatorcontrib><creatorcontrib>Berton, Thierry</creatorcontrib><creatorcontrib>Fernandez, Olivier</creatorcontrib><creatorcontrib>Gibon, Yves</creatorcontrib><creatorcontrib>Moing, Annick</creatorcontrib><creatorcontrib>Langlade, Nicolas B</creatorcontrib><title>Genetic control of abiotic stress-related specialized metabolites in sunflower</title><title>BMC genomics</title><addtitle>BMC Genomics</addtitle><description>Abiotic stresses in plants include all the environmental conditions that significantly reduce yields, like drought and heat. One of the most significant effects they exert at the cellular level is the accumulation of reactive oxygen species, which cause extensive damage. Plants possess two mechanisms to counter these molecules, i.e. detoxifying enzymes and non-enzymatic antioxidants, which include many classes of specialized metabolites. Sunflower, the fourth global oilseed, is considered moderately drought resistant. Abiotic stress tolerance in this crop has been studied using many approaches, but the control of specialized metabolites in this context remains poorly understood. Here, we performed the first genome-wide association study using abiotic stress-related specialized metabolites as molecular phenotypes in sunflower. After analyzing leaf specialized metabolites of 450 hybrids using liquid chromatography-mass spectrometry, we selected a subset of these compounds based on their association with previously known abiotic stress-related quantitative trait loci. Eventually, we characterized these molecules and their associated genes.
We putatively annotated 30 compounds which co-localized with abiotic stress-related quantitative trait loci and which were associated to seven most likely candidate genes. A large proportion of these compounds were potential antioxidants, which was in agreement with the role of specialized metabolites in abiotic stresses. The seven associated most likely candidate genes, instead, mainly belonged to cytochromes P450 and glycosyltransferases, two large superfamilies which catalyze greatly diverse reactions and create a wide variety of chemical modifications. This was consistent with the high plasticity of specialized metabolism in plants.
This is the first characterization of the genetic control of abiotic stress-related specialized metabolites in sunflower. By providing hints concerning the importance of antioxidant molecules in this biological context, and by highlighting some of the potential molecular mechanisms underlying their biosynthesis, it could pave the way for novel applications in breeding. Although further analyses will be required to better understand this topic, studying how antioxidants contribute to the tolerance to abiotic stresses in sunflower appears as a promising area of research.</description><subject>Abiotic stress</subject><subject>Abiotic stresses</subject><subject>Agricultural sciences</subject><subject>Antioxidants</subject><subject>Antioxidants - metabolism</subject><subject>Biochemistry, Molecular Biology</subject><subject>Biosynthesis</subject><subject>Biotechnology</subject><subject>Botanical research</subject><subject>Botanics</subject><subject>Chemical reactions</subject><subject>Computer Science</subject><subject>Context</subject><subject>Cytochromes P450</subject><subject>Damage accumulation</subject><subject>Drought</subject><subject>Drought resistance</subject><subject>Environmental conditions</subject><subject>Environmental Sciences</subject><subject>Flavonoids</subject><subject>Flowers & plants</subject><subject>Gene Expression Regulation, Plant</subject><subject>Gene mapping</subject><subject>Genes</subject><subject>Genetic aspects</subject><subject>Genetic control</subject><subject>Genetic regulation</subject><subject>Genome-wide association studies</subject><subject>Genome-Wide Association Study</subject><subject>Genomes</subject><subject>Genomics</subject><subject>Hardiness</subject><subject>Helianthus</subject><subject>Helianthus - genetics</subject><subject>Helianthus - metabolism</subject><subject>Hybrids</subject><subject>Life Sciences</subject><subject>Lipids</subject><subject>Liquid chromatography</subject><subject>Liquid chromatography-mass spectrometry</subject><subject>Mass spectrometry</subject><subject>Mass spectroscopy</subject><subject>Metabolites</subject><subject>Metabolome</subject><subject>Modeling and Simulation</subject><subject>Molecular modelling</subject><subject>Oilseed crops</subject><subject>Phenotypes</subject><subject>Physiological aspects</subject><subject>Plant Breeding</subject><subject>Plant metabolites</subject><subject>Plants</subject><subject>Plants (botany)</subject><subject>Plants - genetics</subject><subject>Quantitative trait loci</subject><subject>Reactive oxygen species</subject><subject>Sciences and technics of agriculture</subject><subject>Stress (Physiology)</subject><subject>Stress, Physiological - genetics</subject><subject>Stresses</subject><subject>Sunflower (Helianthus annuus)</subject><subject>Sunflowers</subject><subject>Vegetal Biology</subject><issn>1471-2164</issn><issn>1471-2164</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNptkktv1DAUhSMEoqXwB1igSGzoIsWv-LFCowrakUYg8VhbftxMPcrEg52Ux6_H6ZTSqZAXtq6_c2xfn6p6idEZxpK_zZhIzhpEWIMRRqxRj6pjzARuCObs8b31UfUs5w1CWEjSPq2OqKRCMq6Oq48XMMAYXO3iMKbY17GrjQ1xLuUxQc5Ngt6M4Ou8AxdMH36X9RZGY2MfRsh1GOo8DV0ff0B6Xj3pTJ_hxe18Un378P7r-WWz-nSxPF-sGscpGRuhnEJKMkuUIwRZ32LOGfGAkKEgkXNYOSsoo15YrHDriBHEurb1tG2JpSfVcu_ro9noXQpbk37paIK-KcS01iaVN_SgnaGKttYLxA3zwKz0iDPhOq8kcbwrXu_2XrvJbsE7KI0w_YHp4c4QrvQ6XmuMpBCKkOJwune4eqC7XKz0XEOMcSkVvsaFfXN7WorfJ8ij3obsoO_NAHHKmiiiWlY-DRX09QN0E6c0lL4WquWSKYXYP2ptymvD0MVySTeb6oWQlArBOC_U2X-oMjxsQ_l76EKpHwhODwRzPuDnuDZTznr55fMhS_asSzHnBN1dEzDSc1T1Pqq6RFXfRFWrInp1v-13kr_ZpH8Aq-DhQA</recordid><startdate>20240220</startdate><enddate>20240220</enddate><creator>Moroldo, Marco</creator><creator>Blanchet, Nicolas</creator><creator>Duruflé, Harold</creator><creator>Bernillon, Stéphane</creator><creator>Berton, Thierry</creator><creator>Fernandez, Olivier</creator><creator>Gibon, Yves</creator><creator>Moing, Annick</creator><creator>Langlade, Nicolas B</creator><general>BioMed Central Ltd</general><general>BioMed Central</general><general>BMC</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>ISR</scope><scope>3V.</scope><scope>7QP</scope><scope>7QR</scope><scope>7SS</scope><scope>7TK</scope><scope>7U7</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</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>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>RC3</scope><scope>7X8</scope><scope>1XC</scope><scope>VOOES</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-6020-2822</orcidid><orcidid>https://orcid.org/0000-0002-5651-1446</orcidid><orcidid>https://orcid.org/0000-0003-4955-0161</orcidid><orcidid>https://orcid.org/0000-0002-4440-4950</orcidid><orcidid>https://orcid.org/0000-0001-8161-1089</orcidid><orcidid>https://orcid.org/0000-0003-1144-3600</orcidid></search><sort><creationdate>20240220</creationdate><title>Genetic control of abiotic stress-related specialized metabolites in sunflower</title><author>Moroldo, Marco ; Blanchet, Nicolas ; Duruflé, Harold ; Bernillon, Stéphane ; Berton, Thierry ; Fernandez, Olivier ; Gibon, Yves ; Moing, Annick ; Langlade, Nicolas B</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c632t-79c90984b29c220bd516642de00a3e80cc19cb7343d7b1915c2a72bc55d3552b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Abiotic stress</topic><topic>Abiotic stresses</topic><topic>Agricultural sciences</topic><topic>Antioxidants</topic><topic>Antioxidants - 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One of the most significant effects they exert at the cellular level is the accumulation of reactive oxygen species, which cause extensive damage. Plants possess two mechanisms to counter these molecules, i.e. detoxifying enzymes and non-enzymatic antioxidants, which include many classes of specialized metabolites. Sunflower, the fourth global oilseed, is considered moderately drought resistant. Abiotic stress tolerance in this crop has been studied using many approaches, but the control of specialized metabolites in this context remains poorly understood. Here, we performed the first genome-wide association study using abiotic stress-related specialized metabolites as molecular phenotypes in sunflower. After analyzing leaf specialized metabolites of 450 hybrids using liquid chromatography-mass spectrometry, we selected a subset of these compounds based on their association with previously known abiotic stress-related quantitative trait loci. Eventually, we characterized these molecules and their associated genes.
We putatively annotated 30 compounds which co-localized with abiotic stress-related quantitative trait loci and which were associated to seven most likely candidate genes. A large proportion of these compounds were potential antioxidants, which was in agreement with the role of specialized metabolites in abiotic stresses. The seven associated most likely candidate genes, instead, mainly belonged to cytochromes P450 and glycosyltransferases, two large superfamilies which catalyze greatly diverse reactions and create a wide variety of chemical modifications. This was consistent with the high plasticity of specialized metabolism in plants.
This is the first characterization of the genetic control of abiotic stress-related specialized metabolites in sunflower. By providing hints concerning the importance of antioxidant molecules in this biological context, and by highlighting some of the potential molecular mechanisms underlying their biosynthesis, it could pave the way for novel applications in breeding. Although further analyses will be required to better understand this topic, studying how antioxidants contribute to the tolerance to abiotic stresses in sunflower appears as a promising area of research.</abstract><cop>England</cop><pub>BioMed Central Ltd</pub><pmid>38378469</pmid><doi>10.1186/s12864-024-10104-9</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0002-6020-2822</orcidid><orcidid>https://orcid.org/0000-0002-5651-1446</orcidid><orcidid>https://orcid.org/0000-0003-4955-0161</orcidid><orcidid>https://orcid.org/0000-0002-4440-4950</orcidid><orcidid>https://orcid.org/0000-0001-8161-1089</orcidid><orcidid>https://orcid.org/0000-0003-1144-3600</orcidid><oa>free_for_read</oa></addata></record> |
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issn | 1471-2164 1471-2164 |
language | eng |
recordid | cdi_doaj_primary_oai_doaj_org_article_ca3935bd706a4de4b8d0647cfd982c6f |
source | Open Access: PubMed Central; Publicly Available Content Database (Proquest) (PQ_SDU_P3) |
subjects | Abiotic stress Abiotic stresses Agricultural sciences Antioxidants Antioxidants - metabolism Biochemistry, Molecular Biology Biosynthesis Biotechnology Botanical research Botanics Chemical reactions Computer Science Context Cytochromes P450 Damage accumulation Drought Drought resistance Environmental conditions Environmental Sciences Flavonoids Flowers & plants Gene Expression Regulation, Plant Gene mapping Genes Genetic aspects Genetic control Genetic regulation Genome-wide association studies Genome-Wide Association Study Genomes Genomics Hardiness Helianthus Helianthus - genetics Helianthus - metabolism Hybrids Life Sciences Lipids Liquid chromatography Liquid chromatography-mass spectrometry Mass spectrometry Mass spectroscopy Metabolites Metabolome Modeling and Simulation Molecular modelling Oilseed crops Phenotypes Physiological aspects Plant Breeding Plant metabolites Plants Plants (botany) Plants - genetics Quantitative trait loci Reactive oxygen species Sciences and technics of agriculture Stress (Physiology) Stress, Physiological - genetics Stresses Sunflower (Helianthus annuus) Sunflowers Vegetal Biology |
title | Genetic control of abiotic stress-related specialized metabolites in sunflower |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-09T19%3A14%3A45IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_doaj_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Genetic%20control%20of%20abiotic%20stress-related%20specialized%20metabolites%20in%20sunflower&rft.jtitle=BMC%20genomics&rft.au=Moroldo,%20Marco&rft.date=2024-02-20&rft.volume=25&rft.issue=1&rft.spage=199&rft.epage=199&rft.pages=199-199&rft.artnum=199&rft.issn=1471-2164&rft.eissn=1471-2164&rft_id=info:doi/10.1186/s12864-024-10104-9&rft_dat=%3Cgale_doaj_%3EA783377466%3C/gale_doaj_%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c632t-79c90984b29c220bd516642de00a3e80cc19cb7343d7b1915c2a72bc55d3552b3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2956849904&rft_id=info:pmid/38378469&rft_galeid=A783377466&rfr_iscdi=true |