ArticleBMC plant biology2019
Genome-wide association study for kernel composition and flour pasting behavior in wholemeal maize flour.
Article in BMC plant biology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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Who cites it
14 citing papers in PubMed.
- Meta-QTLs and candidate genes for kernel protein content in maize.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2026Article
- Novel candidate genes and genetic basis analysis of kernel starch content in tropical maize.BMC plant biology · 2025Article
- SeqSNP-based genic markers reveal genetic architecture and candidate genes for low nitrogen tolerance in tropical maize inbred lines.Frontiers in plant science · 2025Article
- Comparison of the physicochemical properties of starches from maize reciprocal F1 hybrids and their parental lines.Food chemistry: X · 2023Article
- Genome-wide association study of quality traits and starch pasting properties of maize kernels.BMC genomics · 2023Article
- Genome-wide association studies of grain yield and quality traits under optimum and low-nitrogen stress in tropical maize (Zea mays L.).TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2022Article
- Genetic dissection of QTLs for starch content in four maize DH populations.Frontiers in plant science · 2022Article
- Portuguese Common Bean Natural Variation Helps to Clarify the Genetic Architecture of the Legume's Nutritional Composition and Protein Quality.Plants (Basel, Switzerland) · 2021Article
- Grass pea natural variation reveals oligogenic resistance to Fusarium oxysporum f. sp. pisi.The plant genome · 2021Article
- Genetic basis of kernel starch content decoded in a maize multi-parent population.Plant biotechnology journal · 2021Article
- The utility of metabolomics as a tool to inform maize biology.Plant communications · 2021Review
- Genome-wide association study and its applications in the non-model crop Sesamum indicum.BMC plant biology · 2021Review
- Traditional Foods From Maize (Frontiers in nutrition · 2021Review
- Toward Mass Spectrometry Imaging in the Metabolomics Scale: Increasing Metabolic Coverage Through Multiple On-Tissue Chemical Modifications.Frontiers in plant science · 2019Article
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Authors and funding
10 authors.
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Abstract
backgroundMaize is a crop in high demand for food purposes and consumers worldwide are increasingly concerned with food quality. However, breeding for improved quality is a complex task and therefore developing tools to select for better quality products is of great importance. Kernel composition, flour pasting behavior, and flour particle size have been previously identified as crucial for maize-based food quality. In this work we carried out a genome-wide association study to identify genomic regions controlling compositional and pasting properties of maize wholemeal flour.
resultsA collection of 132 diverse inbred lines, with a considerable representation of the food used Portuguese unique germplasm, was trialed during two seasons, and harvested samples characterized for main compositional traits, flour pasting parameters and mean particle size. The collection was genotyped with the MaizeSNP50 array. SNP-trait associations were tested using a mixed linear model accounting for genetic relatedness. Fifty-seven genomic regions were identified, associated with the 11 different quality-related traits evaluated. Regions controlling multiple traits were detected and potential candidate genes identified. As an example, for two viscosity parameters that reflect the capacity of the starch to absorb water and swell, the strongest common associated region was located near the dull endosperm 1 gene that encodes a starch synthase and is determinant on the starch endosperm structure in maize.
conclusionsThis study allowed for identifying relevant regions on the maize genome affecting maize kernel composition and flour pasting behavior, candidate genes for the majority of the quality-associated genomic regions, or the most promising target regions to develop molecular tools to increase efficacy and efficiency of quality traits selection (such as "breadability") within maize breeding programs.
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