Transcriptomic and metabolomic analysis reveals that symbiotic nitrogen fixation enhances drought resistance in common bean
Abstract Common bean (Phaseolus vulgaris L.), one of the most important legume crops, uses atmospheric nitrogen through symbiosis with soil rhizobia, reducing the need for nitrogen fertilization. However, this legume is particularly sensitive to drought conditions, prevalent in arid regions where th...
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creator | López, Cristina Mª Alseekh, Saleh Torralbo, Fernando Martínez Rivas, Félix J Fernie, Alisdair R Amil-Ruiz, Francisco Alamillo, Josefa M |
description | Abstract
Common bean (Phaseolus vulgaris L.), one of the most important legume crops, uses atmospheric nitrogen through symbiosis with soil rhizobia, reducing the need for nitrogen fertilization. However, this legume is particularly sensitive to drought conditions, prevalent in arid regions where this crop is cultured. Therefore, studying the response to drought is important to sustain crop productivity. We have used integrated transcriptomic and metabolomic analysis to understand the molecular responses to water deficit in a marker-class common bean accession cultivated under N2 fixation or fertilized with nitrate (NO3–). RNA-seq revealed more transcriptional changes in the plants fertilized with NO3– than in the N2-fixing plants. However, changes in N2-fixing plants were more associated with drought tolerance than in those fertilized with NO3–. N2-fixing plants accumulated more ureides in response to drought, and GC/MS and LC/MS analysis of primary and secondary metabolite profiles revealed that N2-fixing plants also had higher levels of abscisic acid, proline, raffinose, amino acids, sphingolipids, and triacylglycerols than those fertilized with NO3–. Moreover, plants grown under nitrogen fixation recovered from drought better than plants fertilized with NO3–. Altogether we show that common bean plants grown under symbiotic nitrogen fixation were more protected against drought than the plants fertilized with nitrate.
Integrated transcriptomic and metabolomic analysis shows that common beans grown under symbiotic nitrogen fixation respond more efficiently against drought stress than plants fertilized with NO3–. |
doi_str_mv | 10.1093/jxb/erad083 |
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Common bean (Phaseolus vulgaris L.), one of the most important legume crops, uses atmospheric nitrogen through symbiosis with soil rhizobia, reducing the need for nitrogen fertilization. However, this legume is particularly sensitive to drought conditions, prevalent in arid regions where this crop is cultured. Therefore, studying the response to drought is important to sustain crop productivity. We have used integrated transcriptomic and metabolomic analysis to understand the molecular responses to water deficit in a marker-class common bean accession cultivated under N2 fixation or fertilized with nitrate (NO3–). RNA-seq revealed more transcriptional changes in the plants fertilized with NO3– than in the N2-fixing plants. However, changes in N2-fixing plants were more associated with drought tolerance than in those fertilized with NO3–. N2-fixing plants accumulated more ureides in response to drought, and GC/MS and LC/MS analysis of primary and secondary metabolite profiles revealed that N2-fixing plants also had higher levels of abscisic acid, proline, raffinose, amino acids, sphingolipids, and triacylglycerols than those fertilized with NO3–. Moreover, plants grown under nitrogen fixation recovered from drought better than plants fertilized with NO3–. Altogether we show that common bean plants grown under symbiotic nitrogen fixation were more protected against drought than the plants fertilized with nitrate.
Integrated transcriptomic and metabolomic analysis shows that common beans grown under symbiotic nitrogen fixation respond more efficiently against drought stress than plants fertilized with NO3–.</description><identifier>ISSN: 0022-0957</identifier><identifier>EISSN: 1460-2431</identifier><identifier>DOI: 10.1093/jxb/erad083</identifier><identifier>PMID: 36883579</identifier><language>eng</language><publisher>UK: Oxford University Press</publisher><subject>Drought Resistance ; Nitrates ; Nitrogen - metabolism ; Nitrogen Fixation - physiology ; Phaseolus - metabolism ; Symbiosis ; Transcriptome</subject><ispartof>Journal of experimental botany, 2023-05, Vol.74 (10), p.3203-3219</ispartof><rights>The Author(s) 2023. Published by Oxford University Press on behalf of the Society for Experimental Biology. All rights reserved. For permissions, please email: journals.permissions@oup.com 2023</rights><rights>The Author(s) 2023. Published by Oxford University Press on behalf of the Society for Experimental Biology. All rights reserved. For permissions, please email: journals.permissions@oup.com.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c320t-1ad42772f6d7e699105463cec5c97c4cf2a7e721c9e4173fb7c29b150169f0233</citedby><cites>FETCH-LOGICAL-c320t-1ad42772f6d7e699105463cec5c97c4cf2a7e721c9e4173fb7c29b150169f0233</cites><orcidid>0000-0002-3470-0860 ; 0000-0001-9000-335X ; 0000-0002-7592-4932 ; 0000-0003-3808-9306 ; 0000-0001-5530-5539 ; 0000-0003-2067-5235 ; 0000-0001-8980-3106</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36883579$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Foyer, Christine</contributor><creatorcontrib>López, Cristina Mª</creatorcontrib><creatorcontrib>Alseekh, Saleh</creatorcontrib><creatorcontrib>Torralbo, Fernando</creatorcontrib><creatorcontrib>Martínez Rivas, Félix J</creatorcontrib><creatorcontrib>Fernie, Alisdair R</creatorcontrib><creatorcontrib>Amil-Ruiz, Francisco</creatorcontrib><creatorcontrib>Alamillo, Josefa M</creatorcontrib><title>Transcriptomic and metabolomic analysis reveals that symbiotic nitrogen fixation enhances drought resistance in common bean</title><title>Journal of experimental botany</title><addtitle>J Exp Bot</addtitle><description>Abstract
Common bean (Phaseolus vulgaris L.), one of the most important legume crops, uses atmospheric nitrogen through symbiosis with soil rhizobia, reducing the need for nitrogen fertilization. However, this legume is particularly sensitive to drought conditions, prevalent in arid regions where this crop is cultured. Therefore, studying the response to drought is important to sustain crop productivity. We have used integrated transcriptomic and metabolomic analysis to understand the molecular responses to water deficit in a marker-class common bean accession cultivated under N2 fixation or fertilized with nitrate (NO3–). RNA-seq revealed more transcriptional changes in the plants fertilized with NO3– than in the N2-fixing plants. However, changes in N2-fixing plants were more associated with drought tolerance than in those fertilized with NO3–. N2-fixing plants accumulated more ureides in response to drought, and GC/MS and LC/MS analysis of primary and secondary metabolite profiles revealed that N2-fixing plants also had higher levels of abscisic acid, proline, raffinose, amino acids, sphingolipids, and triacylglycerols than those fertilized with NO3–. Moreover, plants grown under nitrogen fixation recovered from drought better than plants fertilized with NO3–. Altogether we show that common bean plants grown under symbiotic nitrogen fixation were more protected against drought than the plants fertilized with nitrate.
Integrated transcriptomic and metabolomic analysis shows that common beans grown under symbiotic nitrogen fixation respond more efficiently against drought stress than plants fertilized with NO3–.</description><subject>Drought Resistance</subject><subject>Nitrates</subject><subject>Nitrogen - metabolism</subject><subject>Nitrogen Fixation - physiology</subject><subject>Phaseolus - metabolism</subject><subject>Symbiosis</subject><subject>Transcriptome</subject><issn>0022-0957</issn><issn>1460-2431</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kE1P3DAQhi3UqmyhJ-7IpwqpCju24zg-Voh-SEi9LOfIcSasUWIvtoNY8edrtEuPPY1m5nmfw0vIBYNrBlqsH1_6NUYzQCtOyIrVDVS8FuwDWQFwXoGW6pR8TukRACRI-YmciqZthVR6RV430fhko9vlMDtLjR_ojNn0YTruZtonl2jEZzRTonlrMk37uXchl793OYYH9HR0Lya74Cn6rfEWEx1iWB62uSRLPr_dqPPUhnkuVI_Gn5OPY1Hil-M8I_c_bjc3v6q7Pz9_33y_q6zgkCtmhporxcdmUNhozUDWjbBopdXK1nbkRqHizGqsmRJjryzXPZPAGj0CF-KMXB28uxieFky5m12yOE3GY1hSx1Vbt0LLFgr67YDaGFKKOHa76GYT9x2D7q3trrTdHdsu9OVRvPQzDv_Y93oL8PUAhGX3X9NfnwuL3g</recordid><startdate>20230519</startdate><enddate>20230519</enddate><creator>López, Cristina Mª</creator><creator>Alseekh, Saleh</creator><creator>Torralbo, Fernando</creator><creator>Martínez Rivas, Félix J</creator><creator>Fernie, Alisdair R</creator><creator>Amil-Ruiz, Francisco</creator><creator>Alamillo, Josefa M</creator><general>Oxford University Press</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>7X8</scope><orcidid>https://orcid.org/0000-0002-3470-0860</orcidid><orcidid>https://orcid.org/0000-0001-9000-335X</orcidid><orcidid>https://orcid.org/0000-0002-7592-4932</orcidid><orcidid>https://orcid.org/0000-0003-3808-9306</orcidid><orcidid>https://orcid.org/0000-0001-5530-5539</orcidid><orcidid>https://orcid.org/0000-0003-2067-5235</orcidid><orcidid>https://orcid.org/0000-0001-8980-3106</orcidid></search><sort><creationdate>20230519</creationdate><title>Transcriptomic and metabolomic analysis reveals that symbiotic nitrogen fixation enhances drought resistance in common bean</title><author>López, Cristina Mª ; Alseekh, Saleh ; Torralbo, Fernando ; Martínez Rivas, Félix J ; Fernie, Alisdair R ; Amil-Ruiz, Francisco ; Alamillo, Josefa M</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c320t-1ad42772f6d7e699105463cec5c97c4cf2a7e721c9e4173fb7c29b150169f0233</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Drought Resistance</topic><topic>Nitrates</topic><topic>Nitrogen - metabolism</topic><topic>Nitrogen Fixation - physiology</topic><topic>Phaseolus - metabolism</topic><topic>Symbiosis</topic><topic>Transcriptome</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>López, Cristina Mª</creatorcontrib><creatorcontrib>Alseekh, Saleh</creatorcontrib><creatorcontrib>Torralbo, Fernando</creatorcontrib><creatorcontrib>Martínez Rivas, Félix J</creatorcontrib><creatorcontrib>Fernie, Alisdair R</creatorcontrib><creatorcontrib>Amil-Ruiz, Francisco</creatorcontrib><creatorcontrib>Alamillo, Josefa M</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of experimental botany</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>López, Cristina Mª</au><au>Alseekh, Saleh</au><au>Torralbo, Fernando</au><au>Martínez Rivas, Félix J</au><au>Fernie, Alisdair R</au><au>Amil-Ruiz, Francisco</au><au>Alamillo, Josefa M</au><au>Foyer, Christine</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Transcriptomic and metabolomic analysis reveals that symbiotic nitrogen fixation enhances drought resistance in common bean</atitle><jtitle>Journal of experimental botany</jtitle><addtitle>J Exp Bot</addtitle><date>2023-05-19</date><risdate>2023</risdate><volume>74</volume><issue>10</issue><spage>3203</spage><epage>3219</epage><pages>3203-3219</pages><issn>0022-0957</issn><eissn>1460-2431</eissn><abstract>Abstract
Common bean (Phaseolus vulgaris L.), one of the most important legume crops, uses atmospheric nitrogen through symbiosis with soil rhizobia, reducing the need for nitrogen fertilization. However, this legume is particularly sensitive to drought conditions, prevalent in arid regions where this crop is cultured. Therefore, studying the response to drought is important to sustain crop productivity. We have used integrated transcriptomic and metabolomic analysis to understand the molecular responses to water deficit in a marker-class common bean accession cultivated under N2 fixation or fertilized with nitrate (NO3–). RNA-seq revealed more transcriptional changes in the plants fertilized with NO3– than in the N2-fixing plants. However, changes in N2-fixing plants were more associated with drought tolerance than in those fertilized with NO3–. N2-fixing plants accumulated more ureides in response to drought, and GC/MS and LC/MS analysis of primary and secondary metabolite profiles revealed that N2-fixing plants also had higher levels of abscisic acid, proline, raffinose, amino acids, sphingolipids, and triacylglycerols than those fertilized with NO3–. Moreover, plants grown under nitrogen fixation recovered from drought better than plants fertilized with NO3–. Altogether we show that common bean plants grown under symbiotic nitrogen fixation were more protected against drought than the plants fertilized with nitrate.
Integrated transcriptomic and metabolomic analysis shows that common beans grown under symbiotic nitrogen fixation respond more efficiently against drought stress than plants fertilized with NO3–.</abstract><cop>UK</cop><pub>Oxford University Press</pub><pmid>36883579</pmid><doi>10.1093/jxb/erad083</doi><tpages>17</tpages><orcidid>https://orcid.org/0000-0002-3470-0860</orcidid><orcidid>https://orcid.org/0000-0001-9000-335X</orcidid><orcidid>https://orcid.org/0000-0002-7592-4932</orcidid><orcidid>https://orcid.org/0000-0003-3808-9306</orcidid><orcidid>https://orcid.org/0000-0001-5530-5539</orcidid><orcidid>https://orcid.org/0000-0003-2067-5235</orcidid><orcidid>https://orcid.org/0000-0001-8980-3106</orcidid></addata></record> |
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subjects | Drought Resistance Nitrates Nitrogen - metabolism Nitrogen Fixation - physiology Phaseolus - metabolism Symbiosis Transcriptome |
title | Transcriptomic and metabolomic analysis reveals that symbiotic nitrogen fixation enhances drought resistance in common bean |
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