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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...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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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. |
format | Online Article Text |
id | pubmed-7143154 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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