Publicação
Genome-wide association study for kernel composition and flour pasting behavior in wholemeal maize flour
| Resumo: | 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. |
|---|---|
| Autores principais: | Alves, Mara Lisa |
| Outros Autores: | Carbas, Bruna; Gaspar, Daniel; Paulo, Manuel; Brites, Cláudia; Mendes-Moreira, Pedro; Brites, Carla Moita; Malosetti, Marcos; Van Eeuwijk, Fred; Vaz Patto, Maria Carlota |
| Assunto: | Bread Candidate genes Nutritional quality Pasting behavior Plant breeding Portuguese maize germplasm Zea mays L. Plant Science |
| Ano: | 2019 |
| País: | Portugal |
| Tipo de documento: | artigo |
| Tipo de acesso: | acesso aberto |
| Instituição associada: | Universidade Nova de Lisboa |
| Idioma: | inglês |
| Origem: | Repositório Institucional da UNL |
Registos relacionados
school Bioprospecting phosphate solubilising bacteria for agriculture application
por: Santos, Jacinta Almeida
Publicado em: (2024)
por: Santos, Jacinta Almeida
Publicado em: (2024)
article Maize open-pollinated populations physiological improvement: validating tools for drought response participatory selection
por: Leitão, Susana T.
Publicado em: (2019)
por: Leitão, Susana T.
Publicado em: (2019)
school Dissecting heat and drought tolerance in wheat and maize using plant systems biology
por: Correia, Pedro Miguel Pereira
Publicado em: (2021)
por: Correia, Pedro Miguel Pereira
Publicado em: (2021)
article Phosphate Fertilization and Mycorrhizal Inoculation Increase Corn Leaf and Grain Nutrient Contents
por: Buzo, F.S.
Publicado em: (2022)
por: Buzo, F.S.
Publicado em: (2022)
article New strategies to overcome water limitation in cultivated maize: Results from sub-surface irrigation and silicon fertilization
por: Besharat, Sina
Publicado em: (2020)
por: Besharat, Sina
Publicado em: (2020)
school Enhancing Zea mays tolerance to drought and salinity: the contribution of plant growth-promoting bacteria from arid environments
por: Cruz, Catarina da Silva
Publicado em: (2022)
por: Cruz, Catarina da Silva
Publicado em: (2022)
article The Interaction between Tribolium castaneum and Mycotoxigenic Aspergillus flavus in Maize Flour
por: Duarte, Sónia
Publicado em: (2021)
por: Duarte, Sónia
Publicado em: (2021)
article Impact of red flour beetle infestations in wheat flour and their effects on dough and bread physical, chemical, and color properties
por: Carvalho, Maria Otilia
Publicado em: (2023)
por: Carvalho, Maria Otilia
Publicado em: (2023)
article Comparative Analysis of Maize Physico-Chemical Parameters and Mycotoxin Levels in Dual Environments
por: Carbas, Bruna
Publicado em: (2024)
por: Carbas, Bruna
Publicado em: (2024)
article Comparative life cycle assessment of three representative feed cereals production in the Po Valley (Italy)
por: Noya, Isabel
Publicado em: (2015)
por: Noya, Isabel
Publicado em: (2015)
article Impact of Chlorella vulgaris on the rheology of wheat flour dough and bread texture
por: Graça, Carla
Publicado em: (2018)
por: Graça, Carla
Publicado em: (2018)
school Graphene oxide nanosheets and osmotic stress effect on soil bacteria, plants and their interaction: biochemical and PGP changes
por: Lopes, Tiago Soeiro
Publicado em: (2021)
por: Lopes, Tiago Soeiro
Publicado em: (2021)
article Acorn flour and sourdough: an innovative combination to improve gluten free bread characteristics
por: Beltrão Martins, R.
Publicado em: (2022)
por: Beltrão Martins, R.
Publicado em: (2022)
article Effects of Mineral and Organic Fertilization on Forage Maize Yield, Soil Carbon Balance, and NPK Budgets, Under Rainfed Conditions in the Azores Islands (Portugal)
por: Pacheco, Carlos Arruda
Publicado em: (2023)
por: Pacheco, Carlos Arruda
Publicado em: (2023)
article Evaluation of zinc accumulation, allocation, and tolerance in Zea mays L. seedlings: implication for zinc phytoextraction
por: Bashmakov, Dmitry I.
Publicado em: (2015)
por: Bashmakov, Dmitry I.
Publicado em: (2015)
school Rhizobacterial promotion of maize growth and drought tolerance: perpectives from the laboratory, greenhouse and field
por: Santos, Beatriz Antunes
Publicado em: (2021)
por: Santos, Beatriz Antunes
Publicado em: (2021)
school Exploring maize genetic diversity – a quality-driven perspective
por: Alves, Mara Lisa
Publicado em: (2018)
por: Alves, Mara Lisa
Publicado em: (2018)
article Impact of acorn flour on gluten-free dough rheology properties
por: Martins, R. Beltrão
Publicado em: (2020)
por: Martins, R. Beltrão
Publicado em: (2020)
article Comparative environmental performance of three different annual energy crops for biogas production in Northern Italy
por: González-García, Sara
Publicado em: (2013)
por: González-García, Sara
Publicado em: (2013)
groups Developing agroforestry-adapted cereals using an evolutionary plant breeding approach
por: Smith, J.
Publicado em: (2016)
por: Smith, J.
Publicado em: (2016)
article White Lupine (Lupinus albus L.) Flours for Healthy Wheat Breads
por: Guardianelli, Luciano M.
Publicado em: (2023)
por: Guardianelli, Luciano M.
Publicado em: (2023)
article Carcass fat partitioning and meat quality of Alentejana and Barrosã young bulls fed high or low maize silage diets
por: Costa, Ana S. H.
Publicado em: (2013)
por: Costa, Ana S. H.
Publicado em: (2013)
article Ploidy levels of Dioscorea alata L. germplasm determined by flow cytometry
por: Obidiegwu, J.
Publicado em: (2009)
por: Obidiegwu, J.
Publicado em: (2009)
article Ram Semen Cryopreservation for Portuguese Native Breeds: Season and Breed Effects on Semen Quality Variation
por: Barbas, João Pedro
Publicado em: (2023)
por: Barbas, João Pedro
Publicado em: (2023)
school Estudo de diferentes variedades de milho utilizadas na produção de broa
por: Belo, Maria Miguel Nunes
Publicado em: (2012)
por: Belo, Maria Miguel Nunes
Publicado em: (2012)
school A qualidade das silagens de milho (Zea mays L.) e azevém italiano (Lolium multiflorum Lam.) e a sua influência na composição do leite: um caso de estudo
por: Silva, Luísa Carolina Bettencourt
Publicado em: (2017)
por: Silva, Luísa Carolina Bettencourt
Publicado em: (2017)
article Apple Flour in a Sweet Gluten-Free Bread Formulation: Impact on Nutritional Value, Glycemic Index, Structure and Sensory Profile
por: Beltrão Martins, Rita
Publicado em: (2022)
por: Beltrão Martins, Rita
Publicado em: (2022)
article Diversity and Agronomic Performance of Lupinus mutabilis Germplasm in European and Andean Environments
por: Gulisano, Ágata
Publicado em: (2022)
por: Gulisano, Ágata
Publicado em: (2022)
article Starch viscoelastic properties studied with an acoustic wave sensor
por: Santos, M. D.
Publicado em: (2014)
por: Santos, M. D.
Publicado em: (2014)
article Modelling for water management: first calibration of yield-SAFE for irrigated maize in Mediterranean regions
por: Palma, J.H.N.
Publicado em: (2007)
por: Palma, J.H.N.
Publicado em: (2007)
article A multifactorial approach to untangle graphene oxide (GO) nanosheets effects on plants: plant growth-promoting bacteria inoculation, bacterial survival, and drought
por: Lopes, Tiago
Publicado em: (2021)
por: Lopes, Tiago
Publicado em: (2021)
article Pasting of maize and rice starch after high pressure processing: studies based on an acoustic wave sensor
por: Santos, Mauro D.
Publicado em: (2015)
por: Santos, Mauro D.
Publicado em: (2015)
school Ecological risk assessment of pesticides in maize and tomato crops
por: Oliveira, Paulo Alexandre da Silva
Publicado em: (2017)
por: Oliveira, Paulo Alexandre da Silva
Publicado em: (2017)
article Vegetative growth of 28 genotypes of Coffea canephora at 850 meters of altitude
por: Martins, Madlles Queiroz
Publicado em: (2020)
por: Martins, Madlles Queiroz
Publicado em: (2020)
article A Genome-Wide Association Study for Resistance to Tropical Theileriosis in Two Bovine Portuguese Autochthonous Breeds
por: Valente, Diana
Publicado em: (2024)
por: Valente, Diana
Publicado em: (2024)
article Antifungal Activity of Benzoquinones Produced by Tribolium castaneum in Maize-Associated Fungi
por: Duarte, Sónia
Publicado em: (2022)
por: Duarte, Sónia
Publicado em: (2022)
category Maize yield in silvoarable systems established under Prunus avium L. in Galicia (NW Spain)
por: Ferreiro-Dominguez, N.
Publicado em: (2017)
por: Ferreiro-Dominguez, N.
Publicado em: (2017)
article An Overview of the Mechanisms Involved in Coffee-Hemileia vastatrix Interactions: Plant and Pathogen Perspectives
por: Silva, M.C.
Publicado em: (2022)
por: Silva, M.C.
Publicado em: (2022)
article Effect of technological processing upon the antioxidant capacity of aromatic and medicinal plant infusions: From harvest to packaging
por: Giao, Maria S.
Publicado em: (2013)
por: Giao, Maria S.
Publicado em: (2013)
article Feasibility of anaerobic co-digestion of poultry blood with maize residues
por: Cuetos, M. J.
Publicado em: (2013)
por: Cuetos, M. J.
Publicado em: (2013)
Registos relacionados
-
school Bioprospecting phosphate solubilising bacteria for agriculture application
por: Santos, Jacinta Almeida
Publicado em: (2024) -
article Maize open-pollinated populations physiological improvement: validating tools for drought response participatory selection
por: Leitão, Susana T.
Publicado em: (2019) -
school Dissecting heat and drought tolerance in wheat and maize using plant systems biology
por: Correia, Pedro Miguel Pereira
Publicado em: (2021) -
article Phosphate Fertilization and Mycorrhizal Inoculation Increase Corn Leaf and Grain Nutrient Contents
por: Buzo, F.S.
Publicado em: (2022) -
article New strategies to overcome water limitation in cultivated maize: Results from sub-surface irrigation and silicon fertilization
por: Besharat, Sina
Publicado em: (2020)