ArticleInternational journal of molecular sciences2026
Genome-Wide Association Mapping of Ear Traits in Early-Maturing Maize Under Contrasting Planting Densities.
Article in International journal of molecular sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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Abstract
Developing early-maturing maize varieties with improved tolerance to high-density planting is essential for enhancing yield in China. In this study, a unique panel of 498 cold-adapted early-maturing inbred lines were evaluated for ear length (EL) and ear diameter (ED) across two locations under contrasting planting densities in one growing season. Phenotypic analysis revealed abundant phenotypic variation in these ear traits among the tested lines, and there were significant correlations between environments. A total of 406,897 high-quality single nucleotide polymorphism markers (SNPs) were obtained from liquid chip analysis. Population structure analysis classified the early-maturing maize germplasm into 9 distinct genetic groups, with obvious genetic differentiation between groups. Linkage disequilibrium (LD) analysis demonstrated rapid LD decay and high genetic variation in the population. A genome-wide association study (GWAS) identified 380 quantitative trait loci (QTLs) for both ED and EL under two planting densities. In total, 138 and 89 annotated genes were identified within QTLs detected under normal and high-density planting conditions, respectively. Among them,
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