Selection in segregating populations of ornamental pepper plants (Capsicum annuum L.) using multidimensional scaling
Palavras-chave:
Multivariate analysis, genetic diversity, Gower, MahalanobisResumo
Multidimensional scaling is a multivariate analysis technique that can be used to exploit genetic diversity, aiming at the selection of Capsicum genotypes with desirable characteristics for in-pot ornamental purposes. This work aimed to select genotypes with ornamental potential within F4 populations of ornamental pepper plants. Three F4 families were used (17.18, 30.16, and 56.8). The genotype distance matrixes between genotypes were estimated based on qualitative and quantitative descriptors, both separately, combining the standardized distances of Gower and Mahalanobis, respectively. The relation of the distance between genotypes was graphically studied through non-metric multidimensional scaling. Kruskal’ Stress was used as the measured misadjustment of the nMDS solution. There is genetic diversity within the analyzed families, allowing to practice selection. The selection in family 17.18 of genotypes 6 and 32 is recommended, as well as in family 30.16 of genotypes 22 and 4, and family 56.8 of genotypes 15 and 36, since they present important characteristics for ornamental purposes. The selection of genotypes is more efficient when using mixed data since it provides a more complete genetic diversity in an improvement program.
Referências
Bãrcanu E, Vînãtoru C, Zamfir B, Bratu C & Drãghici E (2017) Characterization of new ornamental chilli genotypes created at VRDS Buzãu. Scientific Papers - Series B, Horticulture, 61:313-316.
Barroso PA, Medeiros AM, Santos NP, Silva DCQ, Silva SC & Gomes RLF (2019) Phenotypic Dispersion of Landrace Lima Bean Varieties Using Multidimensional Scaling. Journal of Agricultural Science, 11:178-185.
Bianchi PA, Dutra IP, Moulin MM, Santos JO & Santos Júnior AC (2016) Morphological characterization and analysis of genetic variability among pepper accessions. Ciência Rural, 46:1151- 1157.
Borg I & Groenen PJF (2005) Modern multidimensional scaling: Theory and applications. 2nd ed. New York, Springer. 614p.
Bosland PW, Votava EJ & Votava EM (2012) Peppers: vegetable and spice Capsicuns. Wallinford, Cabi. 230p.
Büttow MV, Barbieri RL, Neitzke RS, Heiden G & Carvalho FIF (2010) Diversidade genética entre acessos de pimentas e pimentões da Embrapa Clima Temperado. Ciência Rural, 40:1264- 1269.
Cardoso R, Ruas CF, Giacomin RM, Ruas PM, Ruas EA, Barbieri RL, Rodrigues R & Gonçalves LSA (2018) Genetic variability in Brazilian Capsicum baccatum germplasm collection assessed bymorphological fruit traits and AFLP markers. Plos One, 13:64-68.
Costa GN, Silva BMP, Lopes ACA, Carvalho LCB & Gomes RLF (2019) Seleção de acessões de pimenta com potencial ornamental. Revista Caatinga, 32:566-574.
Filgueira FAR (2000) Novo manual de Olericultura: tecnologia moderna na produção e comercialização de hortaliças. 2nd ed. Viçosa, Editora UFV. 402p.
Finger FL, Rêgo ER, Segatto FB, Nascimento NFF & Rêgo MM (2012) Produção e potencial de mercado para pimenta ornamental. Informe Agropecuário, 33:14-20.
Finger FL, Silva TPD, Segatto FB & Barbosa JG (2015) Inhibition of ethylene response by 1-methylcyclopropene in potted ornamental pepper. Ciência Rural, 45:964-969.
Fortunato FLG, Rêgo ER, Carvalho MG, Santos CAP & Rêgo MM (2019) Genetic diversity in ornamental pepper plants. Comunicata Scientiae, 10:364-375.
Gomes GP, Baba VY, Santos OP, Sudré CP, Bento CS, Rodrigues R & Gonçalves LSA (2019) Combinations of distance measures and clustering algorithms in pepper germplasm characterization. Horticultura Brasileira, 37:172-179.
Gower JC (1971) A general coefficient of similarity and some of its properties. Biometrics, 27:857-874.
IPGRI (1995) International plant genetic resources institute. Descriptors for Capsicum. Rome, IBPGR. 49p.
Kruskal JB (1964) Multidimensional scaling by optimizing goodness of fitto a nonmetric hypothesis. Psychometrika, 29:1-27.
Leal JB, dos Santos LM, dos Santos CAP, Pires, JL, Ahnert D & Carrêa RX (2008) Diversidade genética entre acessos de cacau de fazendas e de banco de germoplasma na Bahia. Pesquisa Agropecuária Brasileira, 7:851-858.
Lima JAM, Rêgo ER, Porcino MM, Silva GHN, Carvalho MG, Santos Pessoa MA & Rêgo MM (2019) Seleção em população de base de pimentas ornamentais (Capsicum annuum L.). Jornal de Agricultura Experimental Internacional, 3:1-7.
Manly BFJ (2004) Multivariate Statistical Methods: A Primer. 3rd ed. London, Chapman & Hall. 226p.
Mesquita JUCP, Rêgo ER, da Silva AR, Silva Neto JJE, Cavalcante LC & Rêgo MM (2016) Multivariate analysis of the genetic divergence among populations of ornamental pepper (Capsicum annuum L.). African Journal of Agricultural Research, 11:4189- 4194.
Meyer ADS, Garcia AAF, Souza APD & Souza Jr CLD (2004) Comparison of similarity coefficients used for cluster analysis with dominant markers in maize (Zea mays L.). Genetics and Molecular Biology, 27:83-91.
Moura MCCL, Gonçalves LSA, Sudré CP, Rodrigues R, Amaral Júnior AT & Pereira TNS (2010) Algoritmo de Gower na estimativa da divergência genética em germoplasma de pimenta. Horticultura Brasileira, 28:155-161.
Nascimento NFF, Rego ER, Nascimento MF, Bruckner CH, Finger FL & Rego MM (2014) Combining ability for yield and fruit quality in the pepper Capsicum annuum. Genetics and Molecular Research, 13:3237-3249.
Nascimento NFF, Rêgo ER, Nascimento MF, Bruckner CH, Finger FL & Rêgo MM (2019) Evaluation of production and quality traits in interspecific hybrids of ornamental pepper. Horticultura Brasileira, 37:315-323.
Neitzke RS, Fischer SZ, Vasconcelos CS, Barbieri RL & Treptow RO (2016) Pimentas ornamentais: aceitação e preferências do público consumidor. Horticultura Brasileira, 34:102-109.
Padilha HKM, Sosinski Junior EE & Barbieri RL (2016) Diversidade morfológica e entropia de pimentão (Capsicum baccatum e Capsicum chinense, solanaceae). International Journal of Current Research, 8:42758-42766.
Pessoa AMDS, Rêgo ERD, Silva APGD, Mesquita JCPD, Silva ARD & Rêgo MM (2019) Genetic diversity in F3 population of ornamental peppers (Capsicum annuum L.). Revista Ceres, 66:442-450.
R development core team (2020) R: A language and environment for statistical computing. Vienna, R Foundation for Statistical Computing. Accessed on: January 2nd, 2020.
Rêgo ER & Rêgo MM (2018) Ornamental Pepper. In: Van Huylenbroeck J (Ed.) Ornamental Crops. Cham, Springer International Publishing. p.529-565.
Rêgo ER, Rêgo MM & Finger FL (2015a) Methodological basis and advances for ornamental pepper breeding program in Brazil. Crossing Borders, 1087:309-314.
Rêgo MM, Sapucay MJLC, Rêgo ER & Araújo ER (2015b) Analysis of divergence and correlation of quantitative traits in ornamental pepper (Capsicum spp.). Acta Horticulturae, 1087:389- 394.
Rocha MC, Gonçalves LSA, Rodrigues R, Silva PRAD, Carmo MGFD & Abboud AC DS (2010) Uso do algoritmo de Gower na determinação da divergência genética entre acessos de tomateiro do grupo cereja. Acta Scientiarum, Agronomy, 32:423-431.
Santos RMC, do Rêgo ER, Borém A, Nascimento MF, Nascimento NFF, Finger FL & Rêgo MM (2014) Epistasis and inheritance of plant habit and fruit quality traits in ornamental pepper (Capsicum annuum L.). Genetics and Molecular Research, 13:8876-8887.
Silva AR (2016) Métodos de análise multivariada em R. Piracicaba, Fealq. 167p.
Silva AR, Cecon PR, Dias CTDS, Puiatti M, Finger FL & Carneiro APS (2014) Morphological phenotypic dispersion of garlic cultivars by cluster analysis and multidimensional scaling. Scientia Agricola, 71:38-43.
Silva CQ, Jasmim JM, Santos JO, Bento CS, Sudré CP & Rodrigues R (2015) Phenotyping and selecting parents for ornamental purposes in chili pepper accessions. Horticultura Brasileira, 33:66-73.
Silva CQ, Rodrigues R, Bento CS & Pimenta S (2017) Heterosis and combining ability for ornamental chili pepper. Horticultura Brasileira, 35:349-357.
Silva Neto JJS, Rêgo ER, Nascimento MF, Filho VALS, Neto JXA & Rêgo MM (2014) Variabilidade em população base de pimenteiras ornamentais (Capsicum annuum L.). Revista Ceres, 61:84-89.
Silvar C & García-González CA (2017) Screening old peppers (Capsicum spp.) for disease resistance and pungency-related traits. Scientia Horticulturae, 218:249-257.
Stommel JR & Bosland PW (2006) Ornamental pepper, Capsicum annuum. In: Anderson NO (Ed.) Flower Breeding and Genetics: Issues, Challenges and opportunities for the 21st Century. Dordrecht, The Netherlands: Springer, p.561-599.
Stommel JR & Griesbach RJ (2008) Inheritance of Fruit, Foliar, and Plant Habit Attributes in Capsicum. Journal of the American Society for Horticultural Science, 133:396-407.
Sturrock K & Rocha J (2000) A multidimensional scaling stress evaluation table. Field methods, 12:49-60.
Sudré CP, Gonçalves LSA, Rodrigues R, Amaral Júnior AD, Riva-Souza EM & Bento CDS (2010) Genetic variability in domesticated Capsicum spp. as assessed by morphological and agronomic data in mixed statistical analysis. Genetics and molecular research, 9:283-294.
Vasconcelos CSD, Barbieri RL, Neitzke RS, Priori D, Fischer SZ & Mistura CC (2012) Determinação da dissimilaridade genética entre acessos de Capsicum chinense com base em características de flores. Revista Ceres, 59:493-498.
Downloads
Publicado
Como Citar
Edição
Seção
Licença

Este trabalho está licenciado sob uma licença Creative Commons Attribution 4.0 International License.