2021
DOI: 10.1111/nph.17469
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Integration of genome wide association studies and co‐expression networks reveal roles of PtoWRKY42‐PtoUGT76C1‐1 in trans‐zeatin metabolism and cytokinin sensitivity in poplar

Abstract: Cytokinins are important for in vitro shoot regeneration in plants. Cytokinin N-glucosides are produced via an irreversible glycosylation pathway, which regulates the endogenous cytokinin content. Although cytokinin N-glucoside pathways have been uncovered in higher plants, no regulator has been identified to date.We performed a metabolome genome-wide association study (mGWAS), weighted gene co-expression network analysis (WGCNA), and expression quantitative trait nucleotide (eQTN) mappings to build a core tri… Show more

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Cited by 15 publications
(11 citation statements)
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“…Integrating GWAS and multi-omics data has improved the accuracy and precision of candidate gene selection to some extent, and has been widely used in maize, soybean and poplar [ 10 , 51 , 52 ]. In this study, two GWAS candidate genes, Potri.002G233100 and Potri.006G236200 , were identified by integrating GWAS and transcriptome data (Fig.…”
Section: Discussionmentioning
confidence: 99%
“…Integrating GWAS and multi-omics data has improved the accuracy and precision of candidate gene selection to some extent, and has been widely used in maize, soybean and poplar [ 10 , 51 , 52 ]. In this study, two GWAS candidate genes, Potri.002G233100 and Potri.006G236200 , were identified by integrating GWAS and transcriptome data (Fig.…”
Section: Discussionmentioning
confidence: 99%
“…Therefore, four Populus species (14 years old) were selected for study. They are widely distributed and cultivated in China and has been widely used in the numerous labs for diverse studies ( Song et al, 2016 , 2021 ; Ma et al, 2018 ; Sun et al, 2021 ). In this study, soil samples were randomly collected using the five-point sampling method with three replicates, five-point sampling (1 m × 1 m) was carried out using the diagonal principle.…”
Section: Methodsmentioning
confidence: 99%
“…The amount of sample required for the analysis depends on the concentration of the target metabolites, pretreatment methods, and analytical methods, but it typically ranges from 10 to 100 mg fresh weight. Since the metabolome is sensitive to environmental factors, for large-scale sampling such as that required for mGWAS studies, controls for uniform sampling in a short time are required ( Gemmer et al 2020 , 2021 , Song et al 2021 , Yao et al 2021 ). Immediately after sampling, a quenching procedure such as freezing in liquid nitrogen and extraction with organic solvents should be performed in order to avoid chemical changes by enzymatic and chemical reactions.…”
Section: Overview Of Metabolomics Technologymentioning
confidence: 99%