Genome-Wide Association Study of Glucosinolate Metabolites (mGWAS) in <i>Brassica napus</i> L.

Glucosinolates (GSLs) are secondary plant metabolites that are enriched in rapeseed and related <i>Brassica</i> species, and they play important roles in defense due to their anti-nutritive and toxic properties. Here, we conducted a genome-wide association study of six glucosinolate meta...

Full description

Bibliographic Details
Published in:	Plants
Main Authors:	Yunshan Tang, Guorui Zhang, Xinyue Jiang, Shulin Shen, Mingwei Guan, Yuhan Tang, Fujun Sun, Ran Hu, Si Chen, Huiyan Zhao, Jiana Li, Kun Lu, Nengwen Yin, Cunmin Qu
Format:	Article
Language:	English
Published:	MDPI AG 2023-02-01
Subjects:	<i>Brassica napus</i> glucosinalates mGWAS candidate genes
Online Access:	https://www.mdpi.com/2223-7747/12/3/639

Similar Items

Application of GWAS and mGWAS in Livestock and Poultry Breeding
by: Jing Ren, et al.
Published: (2024-08-01)

mGWAS-Explorer: Linking SNPs, Genes, Metabolites, and Diseases for Functional Insights
by: Le Chang, et al.
Published: (2022-06-01)

mGWAS-Explorer 2.0: Causal Analysis and Interpretation of Metabolite–Phenotype Associations
by: Le Chang, et al.
Published: (2023-07-01)

Evolution and comparative transcriptome analysis of glucosinolate pathway genes in Brassica napus L.
by: Shiying Liu, et al.
Published: (2024-12-01)

Genome-Wide Identification and Functional Characterization of the BAHD Acyltransferase Gene Family in <i>Brassica napus</i> L.
by: Yuanyuan Liu, et al.
Published: (2025-07-01)

Combined Multi-Omics and Co-Expression Network Analyses Uncover the Pigment Accumulation Mechanism of Orange-Red Petals in <i>Brassica napus</i> L.
by: Ledong Jia, et al.
Published: (2025-06-01)

Genome-Wide Identification of the Glycosyl Hydrolase Family 1 Genes in <i>Brassica napus</i> L. and Functional Characterization of <i>BnBGLU77</i>
by: Xingzhi Wei, et al.
Published: (2025-08-01)

SNP- and Haplotype-Based GWAS of Flowering-Related Traits in <i>Brassica napus</i>
by: MMU Helal, et al.
Published: (2021-11-01)

Characterization of novel loci controlling seed oil content in Brassica napus by marker metabolite-based multi-omics analysis
by: Long Li, et al.
Published: (2023-06-01)

Genome-Wide Characterization of Alfin-like Genes in <i>Brassica napus</i> and Functional Analyses of <i>BnaAL02</i> and <i>BnaAL28</i> in Response to Nitrogen and Phosphorus Deficiency
by: Zexuan Wu, et al.
Published: (2024-09-01)

Genome-Wide Identification of the <i>TIFY</i> Gene Family in <i>Brassiceae</i> and Its Potential Association with Heavy Metal Stress in Rapeseed
by: Fujun Sun, et al.
Published: (2022-02-01)

The Root Development Genes (RDGs) Network in <i>Brassica napus</i> and the Role of <i>BnaSHR-6</i> in Response to Low Nitrogen
by: Xingying Chen, et al.
Published: (2025-06-01)

Genome-Wide Identification Analysis of the 4-Coumarate: Coa Ligase (4CL) Gene Family in <i>Brassica</i> U’s Triangle Species and Its Potential Role in the Accumulation of Flavonoids in <i>Brassica napus</i> L.
by: Mengzhen Zhang, et al.
Published: (2025-02-01)

Metabolome‐Genome‐Wide Association Study (mGWAS) Reveals Novel Metabolites Associated with Future Type 2 Diabetes Risk and Susceptibility Loci in a Case‐Control Study in a Chinese Prospective Cohort
by: Yang Ouyang, et al.
Published: (2021-04-01)

Identification of the High-Affinity Potassium Transporter Gene Family (HKT) in <i>Brassica</i> U-Triangle Species and Its Potential Roles in Abiotic Stress in <i>Brassica napus</i> L.
by: Xiaoran Yang, et al.
Published: (2023-11-01)

Two types of cinnamoyl-CoA reductase function divergently in accumulation of lignins, flavonoids and glucosinolates and enhance lodging resistance in Brassica napus
by: Nengwen Yin, et al.
Published: (2022-06-01)

Systematic Characterization of <i>Brassica napus HIR</i> Gene Family Reveals a Positive Role of <i>BnHIR2.7</i> in <i>Sclerotinia sclerotiorum</i> Resistance
by: Mengqi Li, et al.
Published: (2022-09-01)

MicroRNA-Mediated Changes in DNA Methylation Affect the Expression of Genes Involved in the Thickness-of-Pod-Canopy Trait in <i>Brassica napus</i> L.
by: Ledong Jia, et al.
Published: (2025-02-01)

Genome-Wide Identification of the LAC Gene Family and Its Expression Analysis Under Stress in <i>Brassica napus</i>
by: Xiaoke Ping, et al.
Published: (2019-05-01)

Comparative transcriptome analysis identifies candidate genes related to seed coat color in rapeseed
by: Mingwei Guan, et al.
Published: (2023-03-01)

Identification of the Cinnamyl Alcohol Dehydrogenase Gene Family in <i>Brassica</i> U-Triangle Species and Its Potential Roles in Response to Abiotic Stress and Regulation of Seed Coat Color in <i>Brassica napus</i> L.
by: Yiwei Liu, et al.
Published: (2025-04-01)

Identification of Trehalose-6-Phosphate Synthase (TPS) Genes Associated with Both Source-/Sink-Related Yield Traits and Drought Response in Rapeseed (<i>Brassica napus</i> L.)
by: Bo Yang, et al.
Published: (2023-02-01)

<i>BnKAT2</i> Positively Regulates the Main Inflorescence Length and Silique Number in <i>Brassica napus</i> by Regulating the Auxin and Cytokinin Signaling Pathways
by: Dashuang Yuan, et al.
Published: (2022-06-01)

QTL Mapping and GWAS Reveal the Genetic Mechanism Controlling Soluble Solids Content in <i>Brassica napus</i> Shoots
by: Xu Wu, et al.
Published: (2021-10-01)

Genome-Wide Association Study of Phenylalanine Derived Glucosinolates in <i>Brassica rapa</i>
by: Guoxia Shang, et al.
Published: (2022-05-01)

Quantifying Yield Losses in Canola (<i>Brassica napus</i>) Caused by <i>Verticillium longisporum</i>
by: Ji Cui, et al.
Published: (2025-04-01)

Physio-Biochemical Indexes as Indicators of Cadmium Tolerance in <i>Brassica napus</i> L. Cultivars
by: Yu Qiu, et al.
Published: (2025-01-01)

Effect of <i>Leptosphaeria maculans</i> Infection on Promoter DNA Methylation of Defence Genes in <i>Brassica napus</i>
by: Soodeh Tirnaz, et al.
Published: (2020-07-01)

Exogenous Serotonin Improves Salt Tolerance in Rapeseed (<i>Brassica napus</i> L.) Seedlings
by: Yue Liu, et al.
Published: (2021-02-01)

Pectin, Lignin and Disease Resistance in <i>Brassica napus</i> L.: An Update
by: Duoduo Wang, et al.
Published: (2023-01-01)

Evaluation of Amisulbrom Products for the Management of Clubroot of Canola (<i>Brassica napus</i>)
by: Zhiyu Yu, et al.
Published: (2023-12-01)

Transcriptome and Small-RNA Sequencing Reveals the Response Mechanism of <i>Brassica napus</i> to Waterlogging Stress
by: Xianshuai Song, et al.
Published: (2025-04-01)

Detection of Different Patterns of Genome-Wide Gene Expression Disturbance in Three Nullisomy Lines in Allotetraploid <i>Brassica napus</i>
by: Shaolin Lei, et al.
Published: (2025-05-01)

Genome-wide identification and analysis of phosphate utilization related genes (PURs) reveal their roles involved in low phosphate responses in Brassica napus L.
by: Yibing Shen, et al.
Published: (2025-03-01)

Effects of a Novel Waterlogging-Tolerant Growth-Promoting Pelletizing Agent on the Growth of <i>Brassica napus</i>
by: Lingyu Li, et al.
Published: (2025-08-01)

Improvement of Resistance to Clubroot Disease in the Ogura CMS Restorer Line R2163 of <i>Brassica napus</i>
by: Jiao Chen, et al.
Published: (2022-09-01)

Progress on Salt Tolerance in <i>Brassica napus</i>
by: Rui Dai, et al.
Published: (2024-07-01)

Epigenetic Regulation of Subgenomic Gene Expression in Allotetraploid <i>Brassica napus</i>
by: Meimei Hu, et al.
Published: (2023-07-01)

Breeding Canola (<i>Brassica napus</i> L.) for Protein in Feed and Food
by: Kenny K. Y. So, et al.
Published: (2021-10-01)

Analysis of Alternative Splicing Events and Identification of Key Genes in <i>Brassica napus</i> Leaves Infected by <i>Leptosphaeria biglobosa</i>
by: Xinning Ma, et al.
Published: (2024-10-01)