Selection of S1 lines of purple maize (Zea mays L.) var. popcorn based on segregation analysis of value traits
DOI:
https://doi.org/10.17268/sci.agropecu.2021.058Keywords:
purple popcorn, maize var. everta, black pericarp, anthocyanins, expansion volume, native Peruvian cornAbstract
Genetic improvement to obtain purple popcorn hybrids from native corn is in its initial phase. The development of hybrids not only gives you the possibility to complement valuable traits, but also, it is a means to take advantage of superior combinations that express heterosis. However, the first step is to evaluate a large number of lines. Therefore, this research seeks two objectives: (1) to analyze the mode of segregation of the value characters: expansion volume (VE), grain expansion (EG), black pericarp (PN) and grain yield (RG) and (2) select outstanding S1 lines for VE and PN. For this, 256 segregating lines were evaluated in three experiments, one in Huánuco at 1986 msnm and two in La Molina at 241 msnm. The tests were installed under the Simple Latice 16x16 design with two repetitions. It was determined that the continuous distribution mode with mostly additive alleles is the one that predominates in the expression of the VE, EG, PN and RG traits, however, in the VE, EG and RG characteristics, a certain dominance of genes was observed with low values and in PN, the presence of three modes was noted, which would possibly indicate the presence of genes with greater effects. Considering the distribution mode and the phenotypic values of the 256 S1 lines for the VE and PN value characters, a selection index was established that allowed the identification of 80 outstanding lines that represent a selection pressure of 31.25%.
References
Aguilar-Hernández, A., Salinas-Moreno, Y., Ramírez-Díaz, J., Alemán-De la Torre, I., Bautista-Ramírez, E. & Flores-López, H. (2019). Anthocyanins and color in grain and cob of peruvian purple corn grown in Jalisco, Mexico. Revista Mexicana Ciencias Agrícolas, 10(5), 1071-1082.
Arnhold, E., Viana, J. M. S., Mora, F., Miranda, G. V., & Silva, R. G. (2010). Inbreeding depression and genetic components in Brazilian populations of popcorn. International Journal of Agriculture and Natural Resources, 37(3), 125-132.
Bos, I., & Caligari, P. (2007). Selection methods in plant breeding. Springer Science & Business Media.
Chalker‐Scott, L. (1999). Environmental significance of anthocyanins in plant stress responses. Photochemistry and photobiology, 70(1), 1-9.
Chatham, L. A., & Juvik, J. A. (2021). Linking anthocyanin diversity, hue, and genetics in purple corn. G3, 11(2), jkaa062.
Chuntakaruk, H., Kongtawelert, P., & Pothacharoen, P. (2021). Chondroprotective effects of purple corn anthocyanins on advanced glycation end products induction through suppression of NF-κB and MAPK signaling. Scientific reports, 11(1), 1-13.
Coan, M. M. D., Pinto, R. J. B., Kuki, M. C., do Amaral Júnior, A. T., et al. (2019). Inheritance study for popping expansion in popcorn vs. flint corn genotypes. Agronomy Journal, 111(5), 2174-2183.
Cochran, W. G. (1941). An examination of the accuracy of lattice and lattice square experiments on corn. Iowa Agriculture and Home Economics Experiment Station Research Bulletin, 25(289), 1.
Coe, E. H., Neuffer, M. G., & Hoisington, D. A. (1988). The genetics of corn. Corn and corn improvement, 18, 81-258.
Colombo, R., Ferron, L., & Papetti, A. (2021). Colored Corn: An Up-Date on Metabolites Extraction, Health Implication, and Potential Use. Molecules, 26(1), 199.
Cone, K. C. (2007). Anthocyanin synthesis in maize aleurone tissue. In Endosperm (pp. 121-139). Springer, Berlin, Heidelberg.
Crumbaker, D. E., Johnson, I. J., & Eldredge, J. C. (1949). Inheritance of popping volume and associated characters in crosses between popcorn and dent corn 1. Agronomy journal, 41(5), 207-212.
Cui, H. X., Luo, Y., Mao, Y. Y., Yuan, K., Jin, S. H., Zhu, X. T., & Zhong, B. W. (2021). Purified anthocyanins from Zea mays L. cob ameliorates chronic liver injury in mice via modulating of oxidative stress and apoptosis. Journal of the Science of Food and Agriculture, 101(11), 4672-4680.
Da Silva, V. Q. R., Júnior, A. A., Scapim, C. A., Júnior, S. F., & Gonçalves, L. S. A. (2010). Inheritance for economically important traits in popcorn from distinct heterotic groups by Hayman’s diallel. Cereal Research Communications, 38(2), 272-284.
de Oliveira, G. H. F., Murray, S. C., Júnior, L. C. C., de Lima, K. M. G., de Morais, C. D. L. M., de Almeida, G. H., & Môro, G. V. (2020). Estimation and classification of popping expansion capacity in popcorn breeding programs using NIR spectroscopy. Journal of Cereal Science, 91, 102861.
Dofing, S. M., D'Croz‐Mason, N., & Thomas‐Compton, M. A. (1991). Inheritance of Expansion Volume and Yield in Two Popcorn✕ Dent Corn Crosses. Crop Science, 31(3), 715-718.
Felipe de Mendiburu (2020). agricolae: Statistical Procedures for Agricultural Research. R package version 1.3-3. https://CRAN.R-project.org/package=agricolae
Ford, R. H. (2000). Inheritance of kernel color in corn: explanations & investigations. The American Biology Teacher, 181-188.
Gimenez, F. J. (2017). Ganancia Genética en Cebada Cervecera (Hordeum vulgare L.) en Argentina durante el período 1931-2007.
Harborne, J. B., & Williams, C. A. (2000). Advances in flavonoid research since 1992. Phytochemistry, 55(6), 481-504.
He, J., & Giusti, M. M. (2010). Anthocyanins: natural colorants with health-promoting properties. Annual review of food science and technology, 1, 163-187.
Holton, T. A., & Cornish, E. C. (1995). Genetics and biochemistry of anthocyanin biosynthesis. The Plant Cell, 7(7), 1071.
Jones, D. F. (1918). The effect of inbreeding and crossbreeding upon development. Proceedings of the National Academy of Sciences of the United States of America, 4(8), 246.
Kim, J. T., Yi, G., Chung, I. M., Son, B. Y., Bae, H. H., et al. (2020). Timing and pattern of anthocyanin accumulation during grain filling in purple waxy corn (Zea mays L.) suggest optimal harvest dates. ACS omega, 5(25), 15702-15708.
Klug, W. S., Cummings, M. R., Spencer, C. A., et al. (2017) Essentials of Genetics. 7th Ed., Higher Education Press, Beijing, 446-464.
Li, J., Zhao, R., Jiang, Y., Xu, Y., Zhao, H., Lyu, X., & Wu, T. (2020). Bilberry anthocyanins improve neuroinflammation and cognitive dysfunction in APP/PSEN1 mice via the CD33/TREM2/TYROBP signaling pathway in microglia. Food & function, 11(2), 1572-1584.
Lu, H. J., Bernardo, R., & Ohm, H. (2003). Mapping QTL for popping expansion volume in popcorn with simple sequence repeat markers. Theoretical and applied genetics, 106, 423-427.
Meng, L., Qi, C., Wang, C., Wang, S., Zhou, C., et al. (2021). Determinant Factors and Regulatory Systems for Anthocyanin Biosynthesis in Rice Apiculi and Stigmas. Rice, 14(1), 1-18.
Ming, H., Wang, Q., Wu, Y., Liu, H., Zheng, L., & Zhang, G. (2021). Transcriptome analysis reveals the mechanism of anthocyanidins biosynthesis during grains development in purple corn (Zea mays L.). J. of Plant Physiology, 257, 153328.
Nilsson-Ehle, H. (1909). Kreuzungsuntersuchungen an hafer und Weizen. Lunds Universitets Arsskrift. East E M. Referate, 280-291.
Oh, C. J., Woo, J. K., Yi, K. U., Park, Y. C., Lee, H. Y., et al. (2021). Development of molecular markers for genotyping of Ruby, a locus controlling anthocyanin pigment production in Citrus with its functional analysis. Scientia Horticulturae, 289, 110457.
Paraginski, R. T., de Souza, N. L., Alves, G. H., Ziegler, V., de Oliveira, M., & Elias, M. C. (2016). Sensory and nutritional evaluation of popcorn kernels with yellow, white and red pericarps expanded in different ways. Journal of Cereal Science, 69, 383-391.
Peer, W. A., Brown, D. E., Tague, B. W., Muday, G. K., Taiz, L., & Murphy, A. S. (2001). Flavonoid accumulation patterns of transparent testa mutants of Arabidopsis. Plant physiology, 126(2), 536-548.
Pelletier, M. K., Murrell, J. R., & Shirley, B. W. (1997). Characteri-zation of flavonol synthase and leucoanthocyanidin dioxygenase genes in Arabidopsis (Further evidence for differential regulation of" early" and" late" genes). Plant physiology, 113(4), 1437-1445.
Peniche, H. A., & Tiessen, A. (2020). Anthocyanin profiling of maize grains using DIESI-MSQD reveals that cyanidin-based derivatives predominate in purple corn, whereas pelargonidin-based molecules occur in red-pink varieties from Mexico. Journal of agricultural and food chemistry, 68(21), 5980-5994.
Pereira, M. G., & do Amaral Júnior, A. T. (2001). Estimation of genetic components in popcorn based on the nested design. Crop breeding and Applied biotechnology, 1(1), 1.
Peterson, B. G., Carl, P., Boudt, K., Bennett, R., Ulrich, J., et al. (2018). Package ‘performanceanalytics’. R Team Cooperation, 3, 13-14.
Pordesimo, L. O., Anantheswaran, R. C., Fleischmann, A. M., Lin, Y. E., & Hanna, M. A. (1990). Physical properties as indicators of popping characteristics of microwave popcorn. Journal of Food Science, 55(5), 1352-1355.
Ramírez, E. B., Varela, A. S., Téllez, L. C., Orozco, A. M., Sánchez, H. L., & Esquivel, G. E. (2020). Rendimiento y capacidad de expansión del grano de maíz en la raza Palomero Toluqueño. Revista mexicana de ciencias agrícolas, 11(7), 1607-1618.
Sa, K. J., Choi, I. Y., & Lee, J. K. (2020). The comparative gene expression concern to the seed pigmentation in maize (Zea mays L.). Genomics & Informatics, 18(3).
Salvador-Reyes, R., Rebellato, A. P., Pallone, J. A. L., Ferrari, R. A., & Clerici, M. T. P. S. (2021). Kernel characterization and starch morphology in five varieties of Peruvian Andean maize. Food Research International, 140, 110044.
Sayre, K.D., Verhulst, N. y Govaerts, B. (2012) Manual de determinación de rendimiento (No. 631.558 SAY. CIMMYT.). Centro Internacional de Mejoramiento de Maíz y Trigo (CIMMYT), México DF (México).
Selinger, D. A., & Chandler, V. L. (1999). A mutation in the pale aleurone color1 gene identifies a novel regulator of the maize anthocyanin pathway. The Plant Cell, 11(1), 5-14.
Soylu, S., & Tekkanat, A. (2007). Interactions amongst kernel properties and expansion volume in various popcorn genotypes. Journal of Food Engineering, 80(1), 336-341.
Suriano, S., Balconi, C., Valoti, P., & Redaelli, R. (2021). Comparison of total polyphenols, profile anthocyanins, color analysis, carotenoids and tocols in pigmented maize. LWT, 144, 111257.
Tamay, J. E. (2021). Evaluación del contenido de antocianinas en bracteas de seis variedades de maíz morado (Zea mays L.) en cuatro pisos altitudinales, en el distrito de Ichocán provincia de San Marcos, región Cajamarca.
Tanaka, Y., Brugliera, F., & Chandler, S. (2009). Recent progress of flower colour modification by biotechnology. International journal of molecular sciences, 10(12), 5350-5369.
Tanaka, Y., Sasaki, N., & Ohmiya, A. (2008). Biosynthesis of plant pigments: anthocyanins, betalains and carotenoids. The Plant Journal, 54(4), 733-749.
Tang, J., Yan, Y., Ran, L., Mi, J., Sun, Y. I., et al. (2017). Isolation, antioxidant property and protective effect on PC12 cell of the main anthocyanin in fruit of Lycium ruthenicum Murray. Journal of Functional Foods, 30, 97-107.
Valera, P. O. (2019). Efecto de la altitud en el rendimiento y en el contenido de antocianinas de maíz morado (Zea mays L.) en el distrito de Ichocán (Tesis). Universidad Nacional de Cajamarca.
Wickham, H. (2016). ggplot2: Elegant Graphics for Data Analysis. Springer-Verlag New York, 2016. In: https://ggplot2.tidyverse.org
Winkel-Shirley, B. (2002). Biosynthesis of flavonoids and effects of stress. Current opinion in plant biology, 5(3), 218-223.
Wurtzel, E. T., Cuttriss, A., & Vallabhaneni, R. (2012). Maize provitamin A carotenoids, current resources, and future metabolic engineering challenges. Frontiers in Plant Science, 3, 29.
Xiang, M., Ding, W., Wu, C., Wang, W., Ye, S., et al. (2021). Produc-tion of purple Ma bamboo (Dendrocalamus latiflorus Munro) with enhanced drought and cold stress tolerance by engineering anthocyanin biosynthesis. Plant, 254(3), 1-17.
Yoshida, K., Mori, M., & Kondo, T. (2009). Blue flower color development by anthocyanins: from chemical structure to cell physiology. Natural product reports, 26(7), 884-915.
Zhang, T., Jia, X., & Xu, Z. (2018). An Alternative Analysis on Nilsson-Ehle’s Hybridization Experiment in Wheat—Theory of Dual Multiple Factors and Three Normal Distributions on Quantitative Inheritance (Continuation). Applied Mathematics, 9(08), 1005.
Ziegler, K.E. (2001). Popcorn. In: Hallauer, A.R., (editor) Specialty Corns. CRC Press, USA. p.199-234.
Žilić, S., Serpen, A., Akıllıoğlu, G., Gökmen, V., & Vančetović, J. (2012). Phenolic compounds, carotenoids, anthocyanins, and antioxidant capacity of colored maize (Zea mays L.) kernels. Journal of Agricultural and food chemistry, 60(5), 1224-1231.
Published
How to Cite
Issue
Section
License
Copyright (c) 2021 Hugo Huanuqueño, Gastón Zolla, Jorge Jimenez
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
The authors who publish in this journal accept the following conditions:
a. The authors retain the copyright and assign to the magazine the right of the first publication, with the work registered with the Creative Commons attribution license, which allows third parties to use the published information whenever they mention the authorship of the work and the First publication in this journal.
b. Authors may make other independent and additional contractual arrangements for non-exclusive distribution of the version of the article published in this journal (eg, include it in an institutional repository or publish it in a book) as long as it clearly indicates that the work Was first published in this journal.
c. Authors are encouraged to publish their work on the Internet (for example, on institutional or personal pages) before and during the review and publication process, as it can lead to productive exchanges and a greater and faster dissemination of work Published (see The Effect of Open Access).