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Comparative Metabolomics and Molecular Phylogenetics of Melon (Cucumis melo, Cucurbitaceae) Biodiversity

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 repres...

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Autores principales: Moing, Annick, Allwood, J. William, Aharoni, Asaph, Baker, John, Beale, Michael H., Ben-Dor, Shifra, Biais, Benoît, Brigante, Federico, 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7143154/
https://www.ncbi.nlm.nih.gov/pubmed/32213984
http://dx.doi.org/10.3390/metabo10030121
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author Moing, Annick
Allwood, J. William
Aharoni, Asaph
Baker, John
Beale, Michael H.
Ben-Dor, Shifra
Biais, Benoît
Brigante, Federico
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_facet Moing, Annick
Allwood, J. William
Aharoni, Asaph
Baker, John
Beale, Michael H.
Ben-Dor, Shifra
Biais, Benoît
Brigante, Federico
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_sort Moing, Annick
collection PubMed
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.
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spelling pubmed-71431542020-04-14 Comparative Metabolomics and Molecular Phylogenetics of Melon (Cucumis melo, Cucurbitaceae) Biodiversity Moing, Annick Allwood, J. William Aharoni, Asaph Baker, John Beale, Michael H. Ben-Dor, Shifra Biais, Benoît Brigante, Federico 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. Metabolites Article 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. MDPI 2020-03-24 /pmc/articles/PMC7143154/ /pubmed/32213984 http://dx.doi.org/10.3390/metabo10030121 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Moing, Annick
Allwood, J. William
Aharoni, Asaph
Baker, John
Beale, Michael H.
Ben-Dor, Shifra
Biais, Benoît
Brigante, Federico
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.
Comparative Metabolomics and Molecular Phylogenetics of Melon (Cucumis melo, Cucurbitaceae) Biodiversity
title 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_short Comparative Metabolomics and Molecular Phylogenetics of Melon (Cucumis melo, Cucurbitaceae) Biodiversity
title_sort comparative metabolomics and molecular phylogenetics of melon (cucumis melo, cucurbitaceae) biodiversity
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7143154/
https://www.ncbi.nlm.nih.gov/pubmed/32213984
http://dx.doi.org/10.3390/metabo10030121
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