ArticleNature genetics2022
Genomic selection and genetic architecture of agronomic traits during modern rapeseed breeding.
Article in Nature genetics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 89 papers, 3 of them syntheses that pooled it.
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Who cites it
89 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Meta-analysis of seed weight QTLome using a consensus and highly dense genetic map in Brassica napus L.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2023Pooled it
- Discovery of common loci and candidate genes for controlling salt-alkali tolerance and yield-related traits in Brassica napus L.Plant cell reports · 2023Pooled it
- Multi-omics revolution to promote plant breeding efficiency.Frontiers in plant science · 2022Pooled it
- Tropical vulnerability and temperate resilience: molecular and physiological insights into cold stress adaptation in oil palm.GM crops & food · 2026Review
- Dual genetic loci and flavonoid metabolism orchestrate fruiting body coloration in Flammulina filiformis: a multi-omic roadmap for fungal pigmentation.Journal of advanced research · 2026Article
- Effects of Fertilizer Rates on Growth ofLife (Basel, Switzerland) · 2026Article
- Two telomere-to-telomere Nelumbo genome assemblies reveal domestication history and empower precision breeding.Nature communications · 2026Article
- Unraveling the complexity of the oilseed rape genome: from sequencing to gene discovery for trait improvement.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2026Review
- Genomic analysis of 3,330 accessions provides insights into the evolutionary history and self-incompatibility locus of the Brassica A genome.Nature genetics · 2026Article
- Kiwifruit genomics and applications: recent advances, current challenges, and future prospects.Horticulture research · 2026Article
- A MaERF110-MaMYB308 Transcriptional Module Negatively Regulates Lignin-Mediated Defence Against Fusarium Wilt in Banana.Plant biotechnology journal · 2026Article
- Dissecting the genetic architecture of silique-related traits in rapeseed (Brassica napus L.) through genome-wide association studies and transcriptome analysis.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2026Article
- Haplotype-Resolved Genome Assembly and Population Genomics Reveal Evolutionary History and Agronomic Traits of Mulberry.Plant biotechnology journal · 2026Article
- Identification of SNP markers associated with yield in winter oilseed rape (Brassica napus L.) hybrids.Journal of applied genetics · 2026Article
- Bioinformatics in crop research: using genomic data for crop improvement.Frontiers in plant science · 2026Review
- Integrated multi-omics analysis reveals candidate genes for cuticular wax biosynthesis and molecular characteristics of a glossy mutant in rapeseed under natural drought stress.Frontiers in plant science · 2026Article
- Identification of candidate genes involved in root gall formation during early infection ofFrontiers in plant science · 2026Article
- Harnessing genomic prediction in Brassica napus through a nested association mapping population.The plant genome · 2025Article
- Substantial non-homologous recombination and structural variation results from Brassica AABC and CCAB hybrid meiosis.The Plant journal : for cell and molecular biology · 2025Article
- Decoding hybrid origins and genetic architecture of leaf traits variation inHorticulture research · 2025Article
29 more citing papers are in PubMed but not listed here.
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Authors and funding
23 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Rapeseed (Brassica napus L.) is an important oil-producing crop for the world. Its adaptation, yield and quality have been considerably improved in recent decades, but the genomic basis underlying successful breeding selection remains unclear. Hence, we conducted a comprehensive genomic assessment of rapeseed in the breeding process based on the whole-genome resequencing of 418 diverse rapeseed accessions. We unraveled the genomic basis for the selection of adaptation and agronomic traits. Genome-wide association studies identified 628 associated loci-related causative candidate genes for 56 agronomically important traits, including plant architecture and yield traits. Furthermore, we uncovered nonsynonymous mutations in plausible candidate genes for agronomic traits with significant differences in allele frequency distributions across the improvement process, including the ribosome recycling factor (BnRRF) gene for seed weight. This study provides insights into the genomic basis for improving rapeseed varieties and a valuable genomic resource for genome-assisted rapeseed breeding.
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