{
  "abstract": "Early-maturing maize is vital for strengthening food security across the drought-prone agro-ecologies of Sub-Saharan Africa (SSA). Advancing genetic gain in these environments requires a clear understanding of genetic diversity and population structure patterns to support parental selection and future genomic-assisted breeding efforts. The study aimed at assessing genetic diversity and population structure of a panel of early-maturing yellow and orange kernel maize inbred lines, classify the inbred lines into putative heterotic groups, and identify a core set of elite, genetically divergent lines suitable for use in hybrid breeding and long-term genetic improvement. A panel of 376 elite early-maturing yellow and orange maize inbred lines from four source populations were genotyped using the DArTag SNP markers. After quality filtering, 1,954 high-quality SNP markers retained exhibited moderate diversity with an average polymorphic information content (PIC) of 0.38 and minor allele frequency (MAF) of 0.28. Linkage disequilibrium analysis showed a mean r2 of 0.046, with rapid LD decay across the genome, indicating substantial historical recombination and suggesting potential utility of the panel for future association studies. The Admixture analysis and discriminant analysis of principal components (DAPC) consistently resolved the panel into two major subpopulations with overlapping membership. Phylogenetic clustering also resolved the panel into two broad molecular clusters corresponding to putative heterotic groups. Analysis of molecular variance (AMOVA) revealed that most genetic variation occurred within groups (86%), with moderate differentiation among groups (14%). A core set representing 20% of the collection was identified using an allelic-richness–based greedy algorithm, offering valuable insights to accelerate breakthrough hybrid development for SSA farming systems. The study provides a comprehensive genomic characterization of early-maturing maize germplasm, providing genomic insights that may support future hybrid development and germplasm management efforts for SSA maize breeding programs.",
  "abstract_shown": true,
  "affiliations": [
    "Program of Plant Breeding, Pan African University Life and Earth Sciences Institute (including Health and Agriculture), PAULESI, Nigeria",
    "Maize Improvement Program, (MIP), International Institute of Tropical Agriculture (IITA), Ibadan, Nigeria"
  ],
  "article_type": "Research Article",
  "arxiv": null,
  "author_total": 5,
  "authors": [
    {
      "affs": [
        0
      ],
      "name": "Neo Jeremiah Mahula"
    },
    {
      "affs": [
        1
      ],
      "name": "Idris Ishola Adejumobi"
    },
    {
      "name": "Julius Akinyemi Fagbayide"
    },
    {
      "name": "Baffour Badu-Apraku"
    },
    {
      "name": "John Derera"
    }
  ],
  "bibtex": "https://research.draconitic.com/paper/1csh5z5sv2rex.bib",
  "cited_by": 0,
  "doi": "10.1371/journal.pone.0358751",
  "fulltext_url": null,
  "id": "1csh5z5sv2rex",
  "issns": [
    "1932-6203"
  ],
  "landing_url": "https://doi.org/10.1371/journal.pone.0358751",
  "language": null,
  "licence": "CC-BY-4.0",
  "licence_label": "CC BY 4.0",
  "licence_source": "journal",
  "licence_url": "https://creativecommons.org/licenses/by/4.0/",
  "metadata_licence": null,
  "native_subjects": [
    [
      "openalex",
      "1311|Genetic Mapping and Diversity in Plants and Animals"
    ],
    [
      "plos",
      "/Biology and life sciences/Bioengineering/Biotechnology/Plant biotechnology/Plant genomics"
    ],
    [
      "plos",
      "/Biology and life sciences/Ecology/Ecological metrics/Species diversity"
    ],
    [
      "plos",
      "/Biology and life sciences/Evolutionary biology/Population genetics"
    ],
    [
      "plos",
      "/Biology and life sciences/Genetics/Genomics/Plant genomics"
    ],
    [
      "plos",
      "/Biology and life sciences/Genetics/Heredity/Heterozygosity"
    ],
    [
      "plos",
      "/Biology and life sciences/Genetics/Heredity/Inbreeding"
    ],
    [
      "plos",
      "/Biology and life sciences/Genetics/Plant genetics/Plant genomics"
    ],
    [
      "plos",
      "/Biology and life sciences/Genetics/Population genetics"
    ],
    [
      "plos",
      "/Biology and life sciences/Genetics/Single nucleotide polymorphisms"
    ],
    [
      "plos",
      "/Biology and life sciences/Organisms/Eukaryota/Plants/Grasses/Maize"
    ],
    [
      "plos",
      "/Biology and life sciences/Plant science/Plant biotechnology/Plant genomics"
    ],
    [
      "plos",
      "/Biology and life sciences/Plant science/Plant genetics/Plant genomics"
    ],
    [
      "plos",
      "/Biology and life sciences/Population biology/Population genetics"
    ],
    [
      "plos",
      "/Ecology and environmental sciences/Ecology/Ecological metrics/Species diversity"
    ],
    [
      "plos",
      "/Engineering and technology/Bioengineering/Biotechnology/Plant biotechnology/Plant genomics"
    ],
    [
      "plos",
      "/Research and analysis methods/Animal studies/Experimental organism systems/Inbred strains"
    ],
    [
      "plos",
      "/Research and analysis methods/Animal studies/Experimental organism systems/Model organisms/Maize"
    ],
    [
      "plos",
      "/Research and analysis methods/Animal studies/Experimental organism systems/Plant and algal models/Maize"
    ],
    [
      "plos",
      "/Research and analysis methods/Model organisms/Maize"
    ]
  ],
  "openalex": "W7214336844",
  "pdf_url": "https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0358751&type=printable",
  "pmcid": null,
  "pmid": null,
  "published": "2026-09-25",
  "publisher": "Public Library of Science",
  "ris": "https://research.draconitic.com/paper/1csh5z5sv2rex.ris",
  "sources": [
    {
      "first_seen": "2026-10-30T12:17:43Z",
      "native_id": "10.1371/journal.pone.0358751",
      "source": "plos",
      "url": "https://doi.org/10.1371/journal.pone.0358751"
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  "subjects": [
    {
      "field": "biology",
      "origin": "plos:genomics",
      "subfield": "genetics-genomics"
    }
  ],
  "title": "Genetic diversity and population structure of early-maturing yellow and orange maize inbred lines for improved breeding applications",
  "title_text": "Genetic diversity and population structure of early-maturing yellow and orange maize inbred lines for improved breeding applications",
  "type": "peer-reviewed",
  "updated_at": "2026-10-30T12:17:43Z",
  "url": "https://research.draconitic.com/paper/1csh5z5sv2rex",
  "venue": "PLOS One",
  "versions": []
}