ArticleBMC plant biology2021
Genetic diversity and population structure of early and extra-early maturing maize germplasm adapted to sub-Saharan Africa.
Article in BMC plant biology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed.
- Targeted anthocyanin biofortification in black rice: a review of spatial metabolic control, growth-defence trade-offs and genotype-environment-management design.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2026Review
- Unveiling the Link Between Expression of Aspartate Kinase2 (ask2) Gene and Accumulation of Methionine in Developing Maize Kernels.Biochemical genetics · 2026Article
- Genetic diversity and population structure of temperate maize (Zea mays L.) inbred lines from a public breeding program in Argentina.BMC plant biology · 2026Article
- Article
- Genetic diversity and population structure of early-maturing yellow and orange maize inbred lines for improved breeding applications.PloS one · 2026Article
- Genomic-assisted refinement of heterotic groups in short-duration maturing tropical yellow and orange maize inbred lines.BMC agriculture · 2026Article
- Genetic diversity and population structure analyses of tropical maize inbred lines using Single Nucleotide Polymorphism markers.PloS one · 2025Article
- Article
- Optimizing breeding strategies for early-maturing white maize through genetic diversity and population structure.PloS one · 2025Article
- Genetic diversity analysis of tropical and sub-tropical maize germplasm for Striga resistance and agronomic traits with SNP markers.PloS one · 2024Article
- Genetic diversity among maize (Zea mays L.) inbred lines adapted to Japanese climates.PloS one · 2024Article
- DArTseq-based SNP markers reveal high genetic diversity among early generation fall armyworm tolerant maize inbred lines.PloS one · 2024Article
- Heterotic grouping of provitamin A-enriched maize inbred lines for increased provitamin A content in hybrids.BMC genomic data · 2023Article
- Heterosis patterns and sources of self-compatibility, cross-compatibility and key nut traits within single and double hybrid crosses of kola [Cola nitida (Vent) Schott and Endl.].Scientific reports · 2023Article
- Genetic Variation Among Tropical Maize Inbred Lines from NARS and CGIAR Breeding Programs.Plant molecular biology reporter · 2023Article
- Optimizing use of U.S. Ex-PVP inbred lines for enhancing agronomic performance of tropical Striga resistant maize inbred lines.BMC plant biology · 2022Article
- Phenotypic and molecular characterization of a set of tropical maize inbred lines from a public breeding program in Brazil.BMC genomics · 2022Article
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6 authors.
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Abstract
backgroundAssessment and effective utilization of genetic diversity in breeding programs is crucial for sustainable genetic improvement and rapid adaptation to changing breeding objectives. During the past two decades, the commercialization of the early and extra-early maturing cultivars has contributed to rapid expansion of maize into different agro-ecologies of sub-Saharan Africa (SSA) where maize has become an important component of the agricultural economy and played a vital role in food and nutritional security. The present study aimed at understanding the population structure and genetic variability among 439 early and extra-early maize inbred lines developed from three narrow-based and twenty-seven broad-based populations by the International Iinstitute of Tropical Agriculture Maize Improvement Program (IITA-MIP). These inbreds were genotyped using 9642 DArTseq-based single nucleotide polymorphism (SNP) markers distributed uniformly throughout the maize genome.
resultsAbout 40.8% SNP markers were found highly informative and exhibited polymorphic information content (PIC) greater than 0.25. The minor allele frequency and PIC ranged from 0.015 to 0.500 and 0.029 to 0.375, respectively. The STRUCTURE, neighbour-joining phylogenetic tree and principal coordinate analysis (PCoA) grouped the inbred lines into four major classes generally consistent with the selection history, ancestry and kernel colour of the inbreds but indicated a complex pattern of the genetic structure. The pattern of grouping of the lines based on the STRUCTURE analysis was in concordance with the results of the PCoA and suggested greater number of sub-populations (K = 10). Generally, the classification of the inbred lines into heterotic groups based on SNP markers was reasonably reliable and in agreement with defined heterotic groups of previously identified testers based on combining ability studies.
conclusionsComplete understanding of potential heterotic groups would be difficult to portray by depending solely on molecular markers. Therefore, planned crosses involving representative testers from opposing heterotic groups would be required to refine the existing heterotic groups. It is anticipated that the present set of inbreds could contribute new beneficial alleles for population improvement, development of hybrids and lines with potential to strengthen future breeding programs. Results of this study would help breeders in formulating breeding strategies for genetic enhancement and sustainable maize production in SSA.
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