Linking the use of reclaimed water to indicators of crop stress by metabolomic and transcriptomic analyses. A tool to compare water irrigation quality

The occurrence of contaminants of emerging concern (CECs) or heavy metals in reclaimed water used for agricultural irrigation may affect crop morphology and physiology. Here, we analyzed lettuce (Lactuca sativa) grown in outdoor lysimeters and irrigated with either tap water, used as a control, or r...

Descripción completa

Detalles Bibliográficos
Autores: Mansilla, Sylvia, Escolà, Mònica, Piña, Benjamín, Portugal, José, Iakovides, Iakovos C., Beretsou, Vasiliki G., Christou, Anastasis, Fatta-Kassinos, Despo, Bayona Termens, Josep María, Matamoros, Víctor
Tipo de recurso: artículo
Estado:Versión publicada
Fecha de publicación:2023
País:España
Institución:Consejo Superior de Investigaciones Científicas (CSIC)
Repositorio:DIGITAL.CSIC. Repositorio Institucional del CSIC
OAI Identifier:oai:digital.csic.es:10261/339201
Acceso en línea:http://hdl.handle.net/10261/339201
https://api.elsevier.com/content/abstract/scopus_id/85176124125
Access Level:acceso abierto
Palabra clave:Transcriptomics
Agriculture
Crops
Metabolomics
Pollutants
Reclaimed water
http://metadata.un.org/sdg/6
http://metadata.un.org/sdg/12
Ensure availability and sustainable management of water and sanitation for all
Ensure sustainable consumption and production patterns
id ES_fc6b67f7f24568bdf9302885acc4f4e0
oai_identifier_str oai:digital.csic.es:10261/339201
network_acronym_str ES
network_name_str España
repository_id_str
spelling Linking the use of reclaimed water to indicators of crop stress by metabolomic and transcriptomic analyses. A tool to compare water irrigation qualityMansilla, SylviaEscolà, MònicaPiña, BenjamínPortugal, JoséIakovides, Iakovos C.Beretsou, Vasiliki G.Christou, AnastasisFatta-Kassinos, DespoBayona Termens, Josep MaríaMatamoros, VíctorTranscriptomicsAgricultureCropsMetabolomicsPollutantsReclaimed waterhttp://metadata.un.org/sdg/6http://metadata.un.org/sdg/12Ensure availability and sustainable management of water and sanitation for allEnsure sustainable consumption and production patternsThe occurrence of contaminants of emerging concern (CECs) or heavy metals in reclaimed water used for agricultural irrigation may affect crop morphology and physiology. Here, we analyzed lettuce (Lactuca sativa) grown in outdoor lysimeters and irrigated with either tap water, used as a control, or reclaimed water: CAS-reclaimed water, an effluent from a conventional activated sludge system (CAS) followed by chlorination and sand filtration, or MBR-reclaimed water, an effluent from a membrane biological reactor (MBR). Chemical analyses identified seven CECs in the reclaimed waters, but only two of them were detected in lettuce (carbamazepine and azithromycin). Metabolomic and transcriptomic analyses revealed that irrigation with reclaimed water increased the concentrations of several crop metabolites (5-oxoproline, leucine, isoleucine, and fumarate) and of transcripts codifying for the plant stress-related genes Heat-Shock Protein 70 (HSP70) and Manganese Superoxide Dismutase (MnSOD). In both cases, MBR-water elicited the strongest response in lettuce, perhaps related to its comparatively high sodium adsorption ratio (4.5), rather than to its content in CECs or heavy metals. Our study indicates that crop metabolomic and transcriptomic profiles depend on the composition of irrigating water and that they could be used for testing the impact of water quality in agriculture.This study was carried out within the project "Decision support-based approach for sustainable water reuse application in agricultural production (DSWAP)" which has received funding from the Partnership on Research and Innovation in the Mediterranean Area (PRIMA) under grant agreement No 1822. PRIMA is supported by the European Union's Horizon 2020, The authors are also grateful for the support from the Spanish Ministry of Science, Innovation, and University (MCIN/AEI/10.13039/501100011033, grant RTI2018-096175-B-I00), and the Generalitat de Catalunya (2017SGR902). IDAEA-CSIC is a Centre of Excellence Severo Ochoa (Spanish Ministry of Science and Innovation, Project CEX2018-000794-S, ERDF A way of making Europe).With funding from the Spanish government through the "Severo Ochoa Centre of Excellence" accreditation (CEX2018-000794-S).Peer reviewedElsevierMinisterio de Ciencia e Innovación (España)Consejo Superior de Investigaciones Científicas [https://ror.org/02gfc7t72]202320232023info:eu-repo/semantics/articlehttp://purl.org/coar/resource_type/c_6501Publisher's versioninfo:eu-repo/semantics/publishedVersionhttp://hdl.handle.net/10261/339201https://api.elsevier.com/content/abstract/scopus_id/85176124125reponame:DIGITAL.CSIC. Repositorio Institucional del CSICinstname:Consejo Superior de Investigaciones Científicas (CSIC)Inglés#PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE#info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/RTI2018-096175-B-I00info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2023/CEX2018-000794-SThe Science of the total environmenthttps://doi.org/10.1016/j.scitotenv.2023.168182Síinfo:eu-repo/semantics/openAccessoai:digital.csic.es:10261/3392012026-05-22T06:33:51Z
dc.title.none.fl_str_mv Linking the use of reclaimed water to indicators of crop stress by metabolomic and transcriptomic analyses. A tool to compare water irrigation quality
title Linking the use of reclaimed water to indicators of crop stress by metabolomic and transcriptomic analyses. A tool to compare water irrigation quality
spellingShingle Linking the use of reclaimed water to indicators of crop stress by metabolomic and transcriptomic analyses. A tool to compare water irrigation quality
Mansilla, Sylvia
Transcriptomics
Agriculture
Crops
Metabolomics
Pollutants
Reclaimed water
http://metadata.un.org/sdg/6
http://metadata.un.org/sdg/12
Ensure availability and sustainable management of water and sanitation for all
Ensure sustainable consumption and production patterns
title_short Linking the use of reclaimed water to indicators of crop stress by metabolomic and transcriptomic analyses. A tool to compare water irrigation quality
title_full Linking the use of reclaimed water to indicators of crop stress by metabolomic and transcriptomic analyses. A tool to compare water irrigation quality
title_fullStr Linking the use of reclaimed water to indicators of crop stress by metabolomic and transcriptomic analyses. A tool to compare water irrigation quality
title_full_unstemmed Linking the use of reclaimed water to indicators of crop stress by metabolomic and transcriptomic analyses. A tool to compare water irrigation quality
title_sort Linking the use of reclaimed water to indicators of crop stress by metabolomic and transcriptomic analyses. A tool to compare water irrigation quality
dc.creator.none.fl_str_mv Mansilla, Sylvia
Escolà, Mònica
Piña, Benjamín
Portugal, José
Iakovides, Iakovos C.
Beretsou, Vasiliki G.
Christou, Anastasis
Fatta-Kassinos, Despo
Bayona Termens, Josep María
Matamoros, Víctor
author Mansilla, Sylvia
author_facet Mansilla, Sylvia
Escolà, Mònica
Piña, Benjamín
Portugal, José
Iakovides, Iakovos C.
Beretsou, Vasiliki G.
Christou, Anastasis
Fatta-Kassinos, Despo
Bayona Termens, Josep María
Matamoros, Víctor
author_role author
author2 Escolà, Mònica
Piña, Benjamín
Portugal, José
Iakovides, Iakovos C.
Beretsou, Vasiliki G.
Christou, Anastasis
Fatta-Kassinos, Despo
Bayona Termens, Josep María
Matamoros, Víctor
author2_role author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Ministerio de Ciencia e Innovación (España)
Consejo Superior de Investigaciones Científicas [https://ror.org/02gfc7t72]
dc.subject.none.fl_str_mv Transcriptomics
Agriculture
Crops
Metabolomics
Pollutants
Reclaimed water
http://metadata.un.org/sdg/6
http://metadata.un.org/sdg/12
Ensure availability and sustainable management of water and sanitation for all
Ensure sustainable consumption and production patterns
topic Transcriptomics
Agriculture
Crops
Metabolomics
Pollutants
Reclaimed water
http://metadata.un.org/sdg/6
http://metadata.un.org/sdg/12
Ensure availability and sustainable management of water and sanitation for all
Ensure sustainable consumption and production patterns
description The occurrence of contaminants of emerging concern (CECs) or heavy metals in reclaimed water used for agricultural irrigation may affect crop morphology and physiology. Here, we analyzed lettuce (Lactuca sativa) grown in outdoor lysimeters and irrigated with either tap water, used as a control, or reclaimed water: CAS-reclaimed water, an effluent from a conventional activated sludge system (CAS) followed by chlorination and sand filtration, or MBR-reclaimed water, an effluent from a membrane biological reactor (MBR). Chemical analyses identified seven CECs in the reclaimed waters, but only two of them were detected in lettuce (carbamazepine and azithromycin). Metabolomic and transcriptomic analyses revealed that irrigation with reclaimed water increased the concentrations of several crop metabolites (5-oxoproline, leucine, isoleucine, and fumarate) and of transcripts codifying for the plant stress-related genes Heat-Shock Protein 70 (HSP70) and Manganese Superoxide Dismutase (MnSOD). In both cases, MBR-water elicited the strongest response in lettuce, perhaps related to its comparatively high sodium adsorption ratio (4.5), rather than to its content in CECs or heavy metals. Our study indicates that crop metabolomic and transcriptomic profiles depend on the composition of irrigating water and that they could be used for testing the impact of water quality in agriculture.
publishDate 2023
dc.date.none.fl_str_mv 2023
2023
2023
dc.type.none.fl_str_mv info:eu-repo/semantics/article
http://purl.org/coar/resource_type/c_6501
Publisher's version
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/10261/339201
https://api.elsevier.com/content/abstract/scopus_id/85176124125
url http://hdl.handle.net/10261/339201
https://api.elsevier.com/content/abstract/scopus_id/85176124125
dc.language.none.fl_str_mv Inglés
language_invalid_str_mv Inglés
dc.relation.none.fl_str_mv #PLACEHOLDER_PARENT_METADATA_VALUE#
#PLACEHOLDER_PARENT_METADATA_VALUE#
info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/RTI2018-096175-B-I00
info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2023/CEX2018-000794-S
The Science of the total environment
https://doi.org/10.1016/j.scitotenv.2023.168182
Sí
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Elsevier
publisher.none.fl_str_mv Elsevier
dc.source.none.fl_str_mv reponame:DIGITAL.CSIC. Repositorio Institucional del CSIC
instname:Consejo Superior de Investigaciones Científicas (CSIC)
instname_str Consejo Superior de Investigaciones Científicas (CSIC)
reponame_str DIGITAL.CSIC. Repositorio Institucional del CSIC
collection DIGITAL.CSIC. Repositorio Institucional del CSIC
repository.name.fl_str_mv
repository.mail.fl_str_mv
_version_ 1869425420718309376
score 15,811543

Similares en LA Referencia