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Groups: data_cimmyt Tags: gwas

4 datasets found

  • Replication Data for: Genome-Wide Association Mapping and Genomic Prediction ... N3 | TTL | RDF/XML | JSON-LD

    CIMMYT Ethiopia
    To dissect the genetic architecture of grain yield and flowering traits under drought stress, a genome-wide association study (GWAS) was conducted using 236 test-crossed maize lines. The materials were evaluated under managed drought and optimal growing conditions in multiple environments using seven multi-locus GWAS models (mrMLM, FASTmrMLM, FASTmrEMMA,...
    Created January 20, 2025 Updated January 20, 2025
  • Haplotype-based genome-wide association study unveils stable genomic regions ... N3 | TTL | RDF/XML | JSON-LD

    CIMMYT Ethiopia
    Genetic architecture of grain yield (GY) has been extensively investigated in wheat using genome wide association study (GWAS) approach. However, most studies have used small panel sizes in combination with large genotypic data, typical examples of the so-called ‘large p small n’ or ‘short-fat data’ problem. Further, use of bi-allelic SNPs accentuated...
    Created January 20, 2025 Updated January 20, 2025
  • Replication Data for: Genetic Dissection of Resistance to Gray Leaf Spot by C... N3 | TTL | RDF/XML | JSON-LD

    CIMMYT Ethiopia
    Gray leaf spot (GLS) is a major maize foliar disease in sub-Saharan Africa that can substantially reduce yields for farmers. This dataset contains supporting phenotypic and genotypic data used in the analysis of the genetic architecture of GLS resistance in maize. The data in this paper relate to several different sets of germplasm: (1) The IMAS (Improved...
    Created January 20, 2025 Updated January 20, 2025
  • Genomic selection models based on integration of GWAS loci and epistatic inte... N3 | TTL | RDF/XML | JSON-LD

    CIMMYT Ethiopia
    The potential to integrate consistent associations identified from GWAS as fixed variables in GP models to improve prediction accuracy for complex traits (for example, grain yield) has not been investigated comprehensively in wheat. Here, we untangled the genetic architecture of grain yield and yield stability by haplotypes-based GWAS and epistatic scan...
    Created January 20, 2025 Updated January 20, 2025
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