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QT-GWAS: A novel method for unveiling biosynthetic loci affecting qualitative metabolic traits.
Brouckaert, Marlies; Peng, Meng; Höfer, René; El Houari, Ilias; Darrah, Chiarina; Storme, Véronique; Saeys, Yvan; Vanholme, Ruben; Goeminne, Geert; Timokhin, Vitaliy I; Ralph, John; Morreel, Kris; Boerjan, Wout.
Afiliação
  • Brouckaert M; Ghent University, Department of Plant Biotechnology and Bioinformatics, 9000 Ghent, Belgium; VIB Center for Plant Systems Biology, 9052 Ghent, Belgium.
  • Peng M; Ghent University, Department of Plant Biotechnology and Bioinformatics, 9000 Ghent, Belgium; VIB Center for Plant Systems Biology, 9052 Ghent, Belgium.
  • Höfer R; Ghent University, Department of Plant Biotechnology and Bioinformatics, 9000 Ghent, Belgium; VIB Center for Plant Systems Biology, 9052 Ghent, Belgium.
  • El Houari I; Ghent University, Department of Plant Biotechnology and Bioinformatics, 9000 Ghent, Belgium; VIB Center for Plant Systems Biology, 9052 Ghent, Belgium.
  • Darrah C; Ghent University, Department of Plant Biotechnology and Bioinformatics, 9000 Ghent, Belgium; VIB Center for Plant Systems Biology, 9052 Ghent, Belgium.
  • Storme V; Ghent University, Department of Plant Biotechnology and Bioinformatics, 9000 Ghent, Belgium; VIB Center for Plant Systems Biology, 9052 Ghent, Belgium.
  • Saeys Y; Ghent University, Department of Applied Mathematics, Computer Science and Statistics, 9000 Ghent, Belgium; VIB Center for Inflammation Research, 9052 Ghent, Belgium.
  • Vanholme R; Ghent University, Department of Plant Biotechnology and Bioinformatics, 9000 Ghent, Belgium; VIB Center for Plant Systems Biology, 9052 Ghent, Belgium.
  • Goeminne G; Ghent University, Department of Plant Biotechnology and Bioinformatics, 9000 Ghent, Belgium; VIB Center for Plant Systems Biology, 9052 Ghent, Belgium; VIB Metabolomics Core, 9052 Ghent, Belgium.
  • Timokhin VI; Department of Biochemistry, and US Department of Energy Great Lakes Bioenergy Research Center, Wisconsin Energy Institute, University of Wisconsin-Madison, Madison, WI 53706, USA.
  • Ralph J; Department of Biochemistry, and US Department of Energy Great Lakes Bioenergy Research Center, Wisconsin Energy Institute, University of Wisconsin-Madison, Madison, WI 53706, USA.
  • Morreel K; Ghent University, Department of Plant Biotechnology and Bioinformatics, 9000 Ghent, Belgium; VIB Center for Plant Systems Biology, 9052 Ghent, Belgium.
  • Boerjan W; Ghent University, Department of Plant Biotechnology and Bioinformatics, 9000 Ghent, Belgium; VIB Center for Plant Systems Biology, 9052 Ghent, Belgium. Electronic address: wout.boerjan@psb.vib-ugent.be.
Mol Plant ; 16(7): 1212-1227, 2023 07 03.
Article em En | MEDLINE | ID: mdl-37349988
Although the plant kingdom provides an enormous diversity of metabolites with potentially beneficial applications for humankind, a large fraction of these metabolites and their biosynthetic pathways remain unknown. Resolving metabolite structures and their biosynthetic pathways is key to gaining biological understanding and to allow metabolic engineering. In order to retrieve novel biosynthetic genes involved in specialized metabolism, we developed a novel untargeted method designated as qualitative trait GWAS (QT-GWAS) that subjects qualitative metabolic traits to a genome-wide association study, while the conventional metabolite GWAS (mGWAS) mainly considers the quantitative variation of metabolites. As a proof of the validity of QT-GWAS, 23 and 15 of the retrieved associations identified in Arabidopsis thaliana by QT-GWAS and mGWAS, respectively, were supported by previous research. Furthermore, seven gene-metabolite associations retrieved by QT-GWAS were confirmed in this study through reverse genetics combined with metabolomics and/or in vitro enzyme assays. As such, we established that CYTOCHROME P450 706A5 (CYP706A5) is involved in the biosynthesis of chroman derivatives, UDP-GLYCOSYLTRANSFERASE 76C3 (UGT76C3) is able to hexosylate guanine in vitro and in planta, and SULFOTRANSFERASE 202B1 (SULT202B1) catalyzes the sulfation of neolignans in vitro. Collectively, our study demonstrates that the untargeted QT-GWAS method can retrieve valid gene-metabolite associations at the level of enzyme-encoding genes, even new associations that cannot be found by the conventional mGWAS, providing a new approach for dissecting qualitative metabolic traits.
Assuntos

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Arabidopsis / Estudo de Associação Genômica Ampla Tipo de estudo: Prognostic_studies / Qualitative_research Idioma: En Revista: Mol Plant Assunto da revista: BIOLOGIA MOLECULAR / BOTANICA Ano de publicação: 2023 Tipo de documento: Article País de afiliação: Bélgica

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Arabidopsis / Estudo de Associação Genômica Ampla Tipo de estudo: Prognostic_studies / Qualitative_research Idioma: En Revista: Mol Plant Assunto da revista: BIOLOGIA MOLECULAR / BOTANICA Ano de publicação: 2023 Tipo de documento: Article País de afiliação: Bélgica