Genome-wide association study for kernel composition and flour pasting behavior in wholemeal maize flour

Abstract Background Maize 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 comp...

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Main Authors: Mara Lisa Alves, Bruna Carbas, Daniel Gaspar, Manuel Paulo, Cláudia Brites, Pedro Mendes-Moreira, Carla Moita Brites, Marcos Malosetti, Fred van Eeuwijk, Maria Carlota Vaz Patto
Format: Article
Language:English
Published: BMC 2019-04-01
Series:BMC Plant Biology
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12870-019-1729-7
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spelling doaj-91c668e7bc444e5082ac843f9c0734c72020-11-25T02:37:26ZengBMCBMC Plant Biology1471-22292019-04-0119111710.1186/s12870-019-1729-7Genome-wide association study for kernel composition and flour pasting behavior in wholemeal maize flourMara Lisa Alves0Bruna Carbas1Daniel Gaspar2Manuel Paulo3Cláudia Brites4Pedro Mendes-Moreira5Carla Moita Brites6Marcos Malosetti7Fred van Eeuwijk8Maria Carlota Vaz Patto9Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de LisboaInstituto Nacional de Investigação Agrária e VeterináriaInstituto Politécnico de Coimbra - Escola Superior AgráriaInstituto Politécnico de Coimbra - Escola Superior AgráriaInstituto Politécnico de Coimbra - Escola Superior AgráriaInstituto Politécnico de Coimbra - Escola Superior AgráriaInstituto Nacional de Investigação Agrária e VeterináriaWageningen University & ResearchWageningen University & ResearchInstituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de LisboaAbstract Background Maize 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. Results A 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. Conclusions This 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.http://link.springer.com/article/10.1186/s12870-019-1729-7Zea mays L.Nutritional qualityPasting behaviorPortuguese maize germplasmBreadCandidate genes
collection DOAJ
language English
format Article
sources DOAJ
author Mara Lisa Alves
Bruna Carbas
Daniel Gaspar
Manuel Paulo
Cláudia Brites
Pedro Mendes-Moreira
Carla Moita Brites
Marcos Malosetti
Fred van Eeuwijk
Maria Carlota Vaz Patto
spellingShingle Mara Lisa Alves
Bruna Carbas
Daniel Gaspar
Manuel Paulo
Cláudia Brites
Pedro Mendes-Moreira
Carla Moita Brites
Marcos Malosetti
Fred van Eeuwijk
Maria Carlota Vaz Patto
Genome-wide association study for kernel composition and flour pasting behavior in wholemeal maize flour
BMC Plant Biology
Zea mays L.
Nutritional quality
Pasting behavior
Portuguese maize germplasm
Bread
Candidate genes
author_facet Mara Lisa Alves
Bruna Carbas
Daniel Gaspar
Manuel Paulo
Cláudia Brites
Pedro Mendes-Moreira
Carla Moita Brites
Marcos Malosetti
Fred van Eeuwijk
Maria Carlota Vaz Patto
author_sort Mara Lisa Alves
title Genome-wide association study for kernel composition and flour pasting behavior in wholemeal maize flour
title_short Genome-wide association study for kernel composition and flour pasting behavior in wholemeal maize flour
title_full Genome-wide association study for kernel composition and flour pasting behavior in wholemeal maize flour
title_fullStr Genome-wide association study for kernel composition and flour pasting behavior in wholemeal maize flour
title_full_unstemmed Genome-wide association study for kernel composition and flour pasting behavior in wholemeal maize flour
title_sort genome-wide association study for kernel composition and flour pasting behavior in wholemeal maize flour
publisher BMC
series BMC Plant Biology
issn 1471-2229
publishDate 2019-04-01
description Abstract Background Maize 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. Results A 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. Conclusions This 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.
topic Zea mays L.
Nutritional quality
Pasting behavior
Portuguese maize germplasm
Bread
Candidate genes
url http://link.springer.com/article/10.1186/s12870-019-1729-7
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