Comparative metabolomics and molecular phylogenetics of melon (Cucumis melo, cucurbitaceae) biodiversity

Autores
Moing, Annick; William Allwood, J.; Aharoni, Asaph; Baker, John; Beale, Michael H.; Ben-Dor, Shifra; Biais, Benoît; Brigante, Federico Iván; Burger, Yosef; Deborde, Catherine; Erban, Alexander; Faigenboim, Adi; Gur, Amit; Goodacre, Royston; Hansen, Thomas H.; Jacob, Daniel; Katzir, Nurit; Kopka, Joachim; Lewinsohn, Efraim; Maucourt, Mickael; Meir, Sagit; Miller, Sonia; Mumm, Roland; Oren, Elad; Paris, Harry S.; Rogachev, Ilana; Rolin, Dominique; Saar, Uzi; Schjoerring, Jan K.; Tadmor, Yaakov; Tzuri, Galil; de Vos, Ric C. H.; Ward, Jane L.; Yeselson, Elena; Hall, Robert D.; Schaffer, Arthur A.
Año de publicación
2020
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
The broad variability of Cucumis melo (melon, Cucurbitaceae) presents a challenge to conventional classification and organization within the species. To shed further light on the infraspecific relationships within C. melo, we compared genotypic and metabolomic similarities among 44 accessions representative of most of the cultivar-groups. Genotyping-by-sequencing (GBS) provided over 20,000 single-nucleotide polymorphisms (SNPs). Metabolomics data of the mature fruit flesh and rind provided over 80,000 metabolomic and elemental features via an orchestra of six complementary metabolomic platforms. These technologies probed polar, semi-polar, and non-polar metabolite fractions as well as a set of mineral elements and included both flavor-and taste-relevant volatile and non-volatile metabolites. Together these results enabled an estimate of “metabolomic/elemental distance” and its correlation with the genetic GBS distance of melon accessions. This study indicates that extensive and non-targeted metabolomics/elemental characterization produced classifications that strongly, but not completely, reflect the current and extensive genetic classification. Certain melon Groups, such as Inodorous, clustered in parallel with the genetic classifications while other genome to metabolome/element associations proved less clear. We suggest that the combined genomic, metabolic, and element data reflect the extensive sexual compatibility among melon accessions and the breeding history that has, for example, targeted metabolic quality traits, such as taste and flavor.
Fil: Moing, Annick. Universite de Bordeaux; Francia
Fil: William Allwood, J.. The James Hutton Institute; Reino Unido
Fil: Aharoni, Asaph. Weizmann Institute Of Science Israel; Israel
Fil: Baker, John. Rothamsted Research; Reino Unido
Fil: Beale, Michael H.. Rothamsted Research; Reino Unido
Fil: Ben-Dor, Shifra. Weizmann Institute Of Science Israel; Israel
Fil: Biais, Benoît. Universite de Bordeaux; Francia
Fil: Brigante, Federico Iván. Max Planck Institute Of Molecular Plant Physiology; Alemania. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Córdoba. Instituto de Ciencia y Tecnología de Alimentos Córdoba. Universidad Nacional de Córdoba. Facultad de Ciencias Químicas. Instituto de Ciencia y Tecnología de Alimentos Córdoba; Argentina
Fil: Burger, Yosef. Agricultural Research Organization Of Israel; Israel
Fil: Deborde, Catherine. Universite de Bordeaux; Francia
Fil: Erban, Alexander. Max Planck Institute Of Molecular Plant Physiology; Alemania
Fil: Faigenboim, Adi. Agricultural Research Organization Of Israel; Israel
Fil: Gur, Amit. Agricultural Research Organization Of Israel; Israel
Fil: Goodacre, Royston. University of Liverpool; Reino Unido
Fil: Hansen, Thomas H.. Universidad de Copenhagen; Dinamarca
Fil: Jacob, Daniel. Universite de Bordeaux; Francia
Fil: Katzir, Nurit. Agricultural Research Organization Of Israel; Israel
Fil: Kopka, Joachim. Max Planck Institute Of Molecular Plant Physiology; Alemania
Fil: Lewinsohn, Efraim. Agricultural Research Organization Of Israel; Israel
Fil: Maucourt, Mickael. Universite de Bordeaux; Francia
Fil: Meir, Sagit. Weizmann Institute Of Science Israel; Israel
Fil: Miller, Sonia. Rothamsted Research; Reino Unido
Fil: Mumm, Roland. Wageningen University & Países Bajos
Fil: Oren, Elad. Agricultural Research Organization Of Israel; Israel
Fil: Paris, Harry S.. Agricultural Research Organization Of Israel; Israel
Fil: Rogachev, Ilana. Weizmann Institute Of Science Israel; Israel
Fil: Rolin, Dominique. Universite de Bordeaux; Francia
Fil: Saar, Uzi. Agricultural Research Organization Of Israel; Israel
Fil: Schjoerring, Jan K.. Universidad de Copenhagen; Dinamarca
Fil: Tadmor, Yaakov. Agricultural Research Organization Of Israel; Israel
Fil: Tzuri, Galil. Agricultural Research Organization Of Israel; Israel
Fil: de Vos, Ric C. H.. Wageningen University & Países Bajos
Fil: Ward, Jane L.. Rothamsted Research; Reino Unido
Fil: Yeselson, Elena. Agricultural Research Organization Of Israel; Israel
Fil: Hall, Robert D.. Wageningen University & Países Bajos
Fil: Schaffer, Arthur A.. Agricultural Research Organization Of Israel; Israel
Materia
CUCUMIS MELO
ELEMENTAL ANALYSIS
GENETIC RESOURCES
GENOTYPE BY SEQUENCING
MELON
METABOLOME
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/144596

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oai_identifier_str oai:ri.conicet.gov.ar:11336/144596
network_acronym_str CONICETDig
repository_id_str 3498
network_name_str CONICET Digital (CONICET)
spelling Comparative metabolomics and molecular phylogenetics of melon (Cucumis melo, cucurbitaceae) biodiversityMoing, AnnickWilliam Allwood, J.Aharoni, AsaphBaker, JohnBeale, Michael H.Ben-Dor, ShifraBiais, BenoîtBrigante, Federico IvánBurger, YosefDeborde, CatherineErban, AlexanderFaigenboim, AdiGur, AmitGoodacre, RoystonHansen, Thomas H.Jacob, DanielKatzir, NuritKopka, JoachimLewinsohn, EfraimMaucourt, MickaelMeir, SagitMiller, SoniaMumm, RolandOren, EladParis, Harry S.Rogachev, IlanaRolin, DominiqueSaar, UziSchjoerring, Jan K.Tadmor, YaakovTzuri, Galilde Vos, Ric C. H.Ward, Jane L.Yeselson, ElenaHall, Robert D.Schaffer, Arthur A.CUCUMIS MELOELEMENTAL ANALYSISGENETIC RESOURCESGENOTYPE BY SEQUENCINGMELONMETABOLOMEhttps://purl.org/becyt/ford/1.4https://purl.org/becyt/ford/1The broad variability of Cucumis melo (melon, Cucurbitaceae) presents a challenge to conventional classification and organization within the species. To shed further light on the infraspecific relationships within C. melo, we compared genotypic and metabolomic similarities among 44 accessions representative of most of the cultivar-groups. Genotyping-by-sequencing (GBS) provided over 20,000 single-nucleotide polymorphisms (SNPs). Metabolomics data of the mature fruit flesh and rind provided over 80,000 metabolomic and elemental features via an orchestra of six complementary metabolomic platforms. These technologies probed polar, semi-polar, and non-polar metabolite fractions as well as a set of mineral elements and included both flavor-and taste-relevant volatile and non-volatile metabolites. Together these results enabled an estimate of “metabolomic/elemental distance” and its correlation with the genetic GBS distance of melon accessions. This study indicates that extensive and non-targeted metabolomics/elemental characterization produced classifications that strongly, but not completely, reflect the current and extensive genetic classification. Certain melon Groups, such as Inodorous, clustered in parallel with the genetic classifications while other genome to metabolome/element associations proved less clear. We suggest that the combined genomic, metabolic, and element data reflect the extensive sexual compatibility among melon accessions and the breeding history that has, for example, targeted metabolic quality traits, such as taste and flavor.Fil: Moing, Annick. Universite de Bordeaux; FranciaFil: William Allwood, J.. The James Hutton Institute; Reino UnidoFil: Aharoni, Asaph. Weizmann Institute Of Science Israel; IsraelFil: Baker, John. Rothamsted Research; Reino UnidoFil: Beale, Michael H.. Rothamsted Research; Reino UnidoFil: Ben-Dor, Shifra. Weizmann Institute Of Science Israel; IsraelFil: Biais, Benoît. Universite de Bordeaux; FranciaFil: Brigante, Federico Iván. Max Planck Institute Of Molecular Plant Physiology; Alemania. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Córdoba. Instituto de Ciencia y Tecnología de Alimentos Córdoba. Universidad Nacional de Córdoba. Facultad de Ciencias Químicas. Instituto de Ciencia y Tecnología de Alimentos Córdoba; ArgentinaFil: Burger, Yosef. Agricultural Research Organization Of Israel; IsraelFil: Deborde, Catherine. Universite de Bordeaux; FranciaFil: Erban, Alexander. Max Planck Institute Of Molecular Plant Physiology; AlemaniaFil: Faigenboim, Adi. Agricultural Research Organization Of Israel; IsraelFil: Gur, Amit. Agricultural Research Organization Of Israel; IsraelFil: Goodacre, Royston. University of Liverpool; Reino UnidoFil: Hansen, Thomas H.. Universidad de Copenhagen; DinamarcaFil: Jacob, Daniel. Universite de Bordeaux; FranciaFil: Katzir, Nurit. Agricultural Research Organization Of Israel; IsraelFil: Kopka, Joachim. Max Planck Institute Of Molecular Plant Physiology; AlemaniaFil: Lewinsohn, Efraim. Agricultural Research Organization Of Israel; IsraelFil: Maucourt, Mickael. Universite de Bordeaux; FranciaFil: Meir, Sagit. Weizmann Institute Of Science Israel; IsraelFil: Miller, Sonia. Rothamsted Research; Reino UnidoFil: Mumm, Roland. Wageningen University & Países BajosFil: Oren, Elad. Agricultural Research Organization Of Israel; IsraelFil: Paris, Harry S.. Agricultural Research Organization Of Israel; IsraelFil: Rogachev, Ilana. Weizmann Institute Of Science Israel; IsraelFil: Rolin, Dominique. Universite de Bordeaux; FranciaFil: Saar, Uzi. Agricultural Research Organization Of Israel; IsraelFil: Schjoerring, Jan K.. Universidad de Copenhagen; DinamarcaFil: Tadmor, Yaakov. Agricultural Research Organization Of Israel; IsraelFil: Tzuri, Galil. Agricultural Research Organization Of Israel; IsraelFil: de Vos, Ric C. H.. Wageningen University & Países BajosFil: Ward, Jane L.. Rothamsted Research; Reino UnidoFil: Yeselson, Elena. Agricultural Research Organization Of Israel; IsraelFil: Hall, Robert D.. Wageningen University & Países BajosFil: Schaffer, Arthur A.. Agricultural Research Organization Of Israel; IsraelMDPI2020-03-24info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/144596Moing, Annick; William Allwood, J.; Aharoni, Asaph; Baker, John; Beale, Michael H.; et al.; Comparative metabolomics and molecular phylogenetics of melon (Cucumis melo, cucurbitaceae) biodiversity; MDPI; Metabolites; 10; 3; 24-3-2020; 1-262218-1989CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/doi/10.3390/metabo10030121info:eu-repo/semantics/altIdentifier/url/https://pubmed.ncbi.nlm.nih.gov/32213984/info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-09-29T10:07:07Zoai:ri.conicet.gov.ar:11336/144596instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-09-29 10:07:07.486CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv Comparative metabolomics and molecular phylogenetics of melon (Cucumis melo, cucurbitaceae) biodiversity
title Comparative metabolomics and molecular phylogenetics of melon (Cucumis melo, cucurbitaceae) biodiversity
spellingShingle Comparative metabolomics and molecular phylogenetics of melon (Cucumis melo, cucurbitaceae) biodiversity
Moing, Annick
CUCUMIS MELO
ELEMENTAL ANALYSIS
GENETIC RESOURCES
GENOTYPE BY SEQUENCING
MELON
METABOLOME
title_short Comparative metabolomics and molecular phylogenetics of melon (Cucumis melo, cucurbitaceae) biodiversity
title_full Comparative metabolomics and molecular phylogenetics of melon (Cucumis melo, cucurbitaceae) biodiversity
title_fullStr Comparative metabolomics and molecular phylogenetics of melon (Cucumis melo, cucurbitaceae) biodiversity
title_full_unstemmed Comparative metabolomics and molecular phylogenetics of melon (Cucumis melo, cucurbitaceae) biodiversity
title_sort Comparative metabolomics and molecular phylogenetics of melon (Cucumis melo, cucurbitaceae) biodiversity
dc.creator.none.fl_str_mv Moing, Annick
William Allwood, J.
Aharoni, Asaph
Baker, John
Beale, Michael H.
Ben-Dor, Shifra
Biais, Benoît
Brigante, Federico Iván
Burger, Yosef
Deborde, Catherine
Erban, Alexander
Faigenboim, Adi
Gur, Amit
Goodacre, Royston
Hansen, Thomas H.
Jacob, Daniel
Katzir, Nurit
Kopka, Joachim
Lewinsohn, Efraim
Maucourt, Mickael
Meir, Sagit
Miller, Sonia
Mumm, Roland
Oren, Elad
Paris, Harry S.
Rogachev, Ilana
Rolin, Dominique
Saar, Uzi
Schjoerring, Jan K.
Tadmor, Yaakov
Tzuri, Galil
de Vos, Ric C. H.
Ward, Jane L.
Yeselson, Elena
Hall, Robert D.
Schaffer, Arthur A.
author Moing, Annick
author_facet Moing, Annick
William Allwood, J.
Aharoni, Asaph
Baker, John
Beale, Michael H.
Ben-Dor, Shifra
Biais, Benoît
Brigante, Federico Iván
Burger, Yosef
Deborde, Catherine
Erban, Alexander
Faigenboim, Adi
Gur, Amit
Goodacre, Royston
Hansen, Thomas H.
Jacob, Daniel
Katzir, Nurit
Kopka, Joachim
Lewinsohn, Efraim
Maucourt, Mickael
Meir, Sagit
Miller, Sonia
Mumm, Roland
Oren, Elad
Paris, Harry S.
Rogachev, Ilana
Rolin, Dominique
Saar, Uzi
Schjoerring, Jan K.
Tadmor, Yaakov
Tzuri, Galil
de Vos, Ric C. H.
Ward, Jane L.
Yeselson, Elena
Hall, Robert D.
Schaffer, Arthur A.
author_role author
author2 William Allwood, J.
Aharoni, Asaph
Baker, John
Beale, Michael H.
Ben-Dor, Shifra
Biais, Benoît
Brigante, Federico Iván
Burger, Yosef
Deborde, Catherine
Erban, Alexander
Faigenboim, Adi
Gur, Amit
Goodacre, Royston
Hansen, Thomas H.
Jacob, Daniel
Katzir, Nurit
Kopka, Joachim
Lewinsohn, Efraim
Maucourt, Mickael
Meir, Sagit
Miller, Sonia
Mumm, Roland
Oren, Elad
Paris, Harry S.
Rogachev, Ilana
Rolin, Dominique
Saar, Uzi
Schjoerring, Jan K.
Tadmor, Yaakov
Tzuri, Galil
de Vos, Ric C. H.
Ward, Jane L.
Yeselson, Elena
Hall, Robert D.
Schaffer, Arthur A.
author2_role author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
dc.subject.none.fl_str_mv CUCUMIS MELO
ELEMENTAL ANALYSIS
GENETIC RESOURCES
GENOTYPE BY SEQUENCING
MELON
METABOLOME
topic CUCUMIS MELO
ELEMENTAL ANALYSIS
GENETIC RESOURCES
GENOTYPE BY SEQUENCING
MELON
METABOLOME
purl_subject.fl_str_mv https://purl.org/becyt/ford/1.4
https://purl.org/becyt/ford/1
dc.description.none.fl_txt_mv The broad variability of Cucumis melo (melon, Cucurbitaceae) presents a challenge to conventional classification and organization within the species. To shed further light on the infraspecific relationships within C. melo, we compared genotypic and metabolomic similarities among 44 accessions representative of most of the cultivar-groups. Genotyping-by-sequencing (GBS) provided over 20,000 single-nucleotide polymorphisms (SNPs). Metabolomics data of the mature fruit flesh and rind provided over 80,000 metabolomic and elemental features via an orchestra of six complementary metabolomic platforms. These technologies probed polar, semi-polar, and non-polar metabolite fractions as well as a set of mineral elements and included both flavor-and taste-relevant volatile and non-volatile metabolites. Together these results enabled an estimate of “metabolomic/elemental distance” and its correlation with the genetic GBS distance of melon accessions. This study indicates that extensive and non-targeted metabolomics/elemental characterization produced classifications that strongly, but not completely, reflect the current and extensive genetic classification. Certain melon Groups, such as Inodorous, clustered in parallel with the genetic classifications while other genome to metabolome/element associations proved less clear. We suggest that the combined genomic, metabolic, and element data reflect the extensive sexual compatibility among melon accessions and the breeding history that has, for example, targeted metabolic quality traits, such as taste and flavor.
Fil: Moing, Annick. Universite de Bordeaux; Francia
Fil: William Allwood, J.. The James Hutton Institute; Reino Unido
Fil: Aharoni, Asaph. Weizmann Institute Of Science Israel; Israel
Fil: Baker, John. Rothamsted Research; Reino Unido
Fil: Beale, Michael H.. Rothamsted Research; Reino Unido
Fil: Ben-Dor, Shifra. Weizmann Institute Of Science Israel; Israel
Fil: Biais, Benoît. Universite de Bordeaux; Francia
Fil: Brigante, Federico Iván. Max Planck Institute Of Molecular Plant Physiology; Alemania. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Córdoba. Instituto de Ciencia y Tecnología de Alimentos Córdoba. Universidad Nacional de Córdoba. Facultad de Ciencias Químicas. Instituto de Ciencia y Tecnología de Alimentos Córdoba; Argentina
Fil: Burger, Yosef. Agricultural Research Organization Of Israel; Israel
Fil: Deborde, Catherine. Universite de Bordeaux; Francia
Fil: Erban, Alexander. Max Planck Institute Of Molecular Plant Physiology; Alemania
Fil: Faigenboim, Adi. Agricultural Research Organization Of Israel; Israel
Fil: Gur, Amit. Agricultural Research Organization Of Israel; Israel
Fil: Goodacre, Royston. University of Liverpool; Reino Unido
Fil: Hansen, Thomas H.. Universidad de Copenhagen; Dinamarca
Fil: Jacob, Daniel. Universite de Bordeaux; Francia
Fil: Katzir, Nurit. Agricultural Research Organization Of Israel; Israel
Fil: Kopka, Joachim. Max Planck Institute Of Molecular Plant Physiology; Alemania
Fil: Lewinsohn, Efraim. Agricultural Research Organization Of Israel; Israel
Fil: Maucourt, Mickael. Universite de Bordeaux; Francia
Fil: Meir, Sagit. Weizmann Institute Of Science Israel; Israel
Fil: Miller, Sonia. Rothamsted Research; Reino Unido
Fil: Mumm, Roland. Wageningen University & Países Bajos
Fil: Oren, Elad. Agricultural Research Organization Of Israel; Israel
Fil: Paris, Harry S.. Agricultural Research Organization Of Israel; Israel
Fil: Rogachev, Ilana. Weizmann Institute Of Science Israel; Israel
Fil: Rolin, Dominique. Universite de Bordeaux; Francia
Fil: Saar, Uzi. Agricultural Research Organization Of Israel; Israel
Fil: Schjoerring, Jan K.. Universidad de Copenhagen; Dinamarca
Fil: Tadmor, Yaakov. Agricultural Research Organization Of Israel; Israel
Fil: Tzuri, Galil. Agricultural Research Organization Of Israel; Israel
Fil: de Vos, Ric C. H.. Wageningen University & Países Bajos
Fil: Ward, Jane L.. Rothamsted Research; Reino Unido
Fil: Yeselson, Elena. Agricultural Research Organization Of Israel; Israel
Fil: Hall, Robert D.. Wageningen University & Países Bajos
Fil: Schaffer, Arthur A.. Agricultural Research Organization Of Israel; Israel
description The broad variability of Cucumis melo (melon, Cucurbitaceae) presents a challenge to conventional classification and organization within the species. To shed further light on the infraspecific relationships within C. melo, we compared genotypic and metabolomic similarities among 44 accessions representative of most of the cultivar-groups. Genotyping-by-sequencing (GBS) provided over 20,000 single-nucleotide polymorphisms (SNPs). Metabolomics data of the mature fruit flesh and rind provided over 80,000 metabolomic and elemental features via an orchestra of six complementary metabolomic platforms. These technologies probed polar, semi-polar, and non-polar metabolite fractions as well as a set of mineral elements and included both flavor-and taste-relevant volatile and non-volatile metabolites. Together these results enabled an estimate of “metabolomic/elemental distance” and its correlation with the genetic GBS distance of melon accessions. This study indicates that extensive and non-targeted metabolomics/elemental characterization produced classifications that strongly, but not completely, reflect the current and extensive genetic classification. Certain melon Groups, such as Inodorous, clustered in parallel with the genetic classifications while other genome to metabolome/element associations proved less clear. We suggest that the combined genomic, metabolic, and element data reflect the extensive sexual compatibility among melon accessions and the breeding history that has, for example, targeted metabolic quality traits, such as taste and flavor.
publishDate 2020
dc.date.none.fl_str_mv 2020-03-24
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11336/144596
Moing, Annick; William Allwood, J.; Aharoni, Asaph; Baker, John; Beale, Michael H.; et al.; Comparative metabolomics and molecular phylogenetics of melon (Cucumis melo, cucurbitaceae) biodiversity; MDPI; Metabolites; 10; 3; 24-3-2020; 1-26
2218-1989
CONICET Digital
CONICET
url http://hdl.handle.net/11336/144596
identifier_str_mv Moing, Annick; William Allwood, J.; Aharoni, Asaph; Baker, John; Beale, Michael H.; et al.; Comparative metabolomics and molecular phylogenetics of melon (Cucumis melo, cucurbitaceae) biodiversity; MDPI; Metabolites; 10; 3; 24-3-2020; 1-26
2218-1989
CONICET Digital
CONICET
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/doi/10.3390/metabo10030121
info:eu-repo/semantics/altIdentifier/url/https://pubmed.ncbi.nlm.nih.gov/32213984/
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by/2.5/ar/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by/2.5/ar/
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv MDPI
publisher.none.fl_str_mv MDPI
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
instname:Consejo Nacional de Investigaciones Científicas y Técnicas
reponame_str CONICET Digital (CONICET)
collection CONICET Digital (CONICET)
instname_str Consejo Nacional de Investigaciones Científicas y Técnicas
repository.name.fl_str_mv CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas
repository.mail.fl_str_mv dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar
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