Indirect selection for culinary quality and minerals in beans based on genotype × environment interaction

Nerinéia Dalfollo Ribeiro, Sandra Maria Maziero

Resumo


The determination of the number of experiments required to achieve high coincidence in identifying significant correlations between culinary quality traits and/or mineral concentrations is unprecedented for common bean. The objectives of this study were to evaluate correlations between culinary quality traits and minerals in common bean lines considering data from individual and combined experiments; define the minimum number of experiments that provide high coincidence in identifying significant correlations; and identify promising traits for indirect selection. For this, seven traits related to culinary quality and the concentration of six minerals in grains of 17 common bean genotypes were evaluated. Pearson's linear correlation analysis was performed on data obtained from four individual experiments and six combinations of experiments. Twelve of the 13 evaluated traits showed a significant genotype × environment interaction effect, indicating that the common bean genotypes exhibited differences in culinary quality and mineral concentration when these were determined in different experiments. Pearson's linear correlation coefficients vary in significance, sign, and/or magnitude for the traits analyzed in individual and combined experiments. The use of data from three experiments provides a high coincidence percentage in identifying significant correlations in Pearson's linear correlation analysis. Common bean lines with high culinary quality and greater mineral concentration can be indirectly selected based on higher L* values (grain lightness) and higher calcium concentrations.

Palavras-chave


Phaseolus vulgaris L. Genotype × environment interaction. Pearson's linear correlation. Grain quality traits.

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Referências


BALESTRE, M. et al. Applications of multi-trait selection in common bean using real and simulated experiments. Euphytica, v. 189, n. 2, p. 225-238, 2013.

CANCI, H. et al. Assessment of variation in seed morphological traits in Phaseolus sp. landraces from western Anatolia. Banat´s Journal of Biotechnology, v. X(19), p. 75-88, 2019.

CICHY, K. A.; WIESINGER, J. A.; MENDOZA, F. A. Genetic diversity and genome-wide association analysis of cooking time in dry bean (Phaseolus vulgaris L.). Theoretical and Applied Genetics, v. 128, n. 8, p. 1555-1567, 2015.

CRUZ, C. D. Genes Software-extended and integrated with the R, Matlab and Selegen. Acta Scientiarum. Agronomy, v. 38, n. 4, p. 547-552, 2016.

CRUZ, C. D.; CARNEIRO, P. C. S. Modelos biométricos aplicados ao melhoramento genético. 3. ed. Viçosa: Editora UFV, 2014. 668 p.

DELFINI, J. et al. Diversity of nutritional content in seeds of Brazilian common bean germplasm. Plos One, v. 28, n. 9, p. 1-13, 2020.

DIAS, P. A. S. et al. Effectiveness of breeding selection for grain quality in common bean. Crop Science, v. 61, n. 2, p. 1127-1140, 2021.

GARCIA, R. A. V. et al. QTL mapping for the cooking time of common beans. Euphytica, v. 186, n. 3, p. 779-792, 2012.

GOUVEIA, C. S. S. et al. Nutritional and mineral variability in 52 accessions of common bean varieties (Phaseolus vulgaris L.) from Madeira Island. Agricultural Sciences, v. 5, n. 4, p. 317-329, 2014.

HOSSAIN, K. G. et al. Interdependence of genotype and growing site on seed mineral compositions in common bean. Asian Journal of Plant Sciences, v. 12, n. 1, p. 11-20, 2013.

KATUURAMU, D. N. et al. Genome-wide association analysis of nutritional composition-related traits and iron bioavailability in cooked dry beans (Phaseolus vulgaris L.). Molecular Breeding, v. 38, n. 44, p. 1-18, 2018.

MAPA. Ministério da Agricultura, Pecuária e Abastecimento. Requisitos mínimos para determinação do valor de cultivo e uso de feijão (Phaseolus vulgaris), para a inscrição no Registro Nacional de Cultivares – RNC, anexo I. Brasília: Mapa, 2006. https://www.gov.br/agricultura/pt-br/assuntos/insumos-agropecuarios/insumos-agricolas/sementes-e-mudas/publicacoes-sementes-e-mudas/INN25de23demaiode2006.pdf/view. Accessed 24 February 2022.

McCLEAN, P. E. et al. Phenotypic diversity for seed mineral concentration in North American dry bean germplasm of Middle American ancestry. Crop Science, v. 57, p. 3129-3144, 2017.

MIYAZAWA, M. et al. Análise química de tecido vegetal. In: SILVA, F. C. Manual de análises químicas de solos, plantas e fertilizantes. 2. ed. Brasília: Embrapa Informação Tecnológica, 2009. p. 191-233.

MONTGOMERY, D. C.; PECK, E. A.; VINING, G. G. Introduction to linear regression analysis. 5. ed. New York: Wiley, 2012. 672 p.

PARMAR, N. et al. Comparison of color, anti-nutritional factors, minerals, phenolic profile and protein digestibility between hard-to-cook and easy-to-cook grains from different kidney bean (Phaseolus vulgaris) accessions. The Journal of Food Science and Technology, v. 54, n. 4, p. 1023-1034, 2017.

PERINA, E. F. et al. Technological quality of common bean grains obtained in different growing seasons. Bragantia, v. 73, n. 1, p. 14-22, 2014.

RIBEIRO, N. D. et al. Genetic diversity and selection of bean landraces and cultivars based on technological and nutritional traits. Journal of Food Composition and Analysis, v. 96, p. 1-10, 2021a.

RIBEIRO, N. D. et al. Technological-nutritional quality traits and relationship to bioactive compounds in Mesoamerican and Andean beans. Revista Caatinga, v. 34, n. 2, p. 266-275, 2021b.

RIVERA, A. et al. Culinary and sensory traits diversity in the Spanish core collection of common beans (Phaseolus vulgaris L.). Spanish Journal of Agricultural Research, v. 14, n. 1, p. 1-9, 2016.

SILVA, C. A. et al. Chemical composition as related to seed color of common bean. Crop Breeding and Applied Biotechnology, v. 12, n. 2, p. 132-137, 2012.

STECKLING, S. de M. et al. Genetic diversity and selection of common bean lines based on technological quality and biofortification. Genetic Molecular Research, v. 16, n. 1, p. 1-13, 2017.

TORGA, P. P. et al. Interaction of common beans cultivars of the black group with years, locations and sowing seasons. Euphytica, v. 189, n. 2, p. 239-248, 2013.

YEKEN, M. Z. et al. Determination of Turkish common bean germplasm for morpho-agronomic and mineral variations for breeding perspectives in Turkey. KSU Journal of Agriculture and Nature, v. 22, n. 1, p. 38-50, 2019.

ZILIO, M.; SOUZA, C. A.; COELHO, C. M. M. Phenotypic diversity of nutrients and anti-nutrients in bean grains grown in different locations. Revista Brasileira de Ciências Agrárias, v. 12, n. 4, p. 526-534, 2017.




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