Overall heritability in popcorn estimated by meta-analysis

  • Luiz Rafael Clóvis Universidade Estadual de Maringá
  • Ronald José Barth Pinto Universidade Estadual de Maringá
  • Renan Santos Uhdre Universidade Estadual de Maringá https://orcid.org/0000-0003-2060-0241
  • Jocimar Costa Rosa Universidade Estadual de Maringá
  • Hugo Zeni Neto Universidade Estadual de Maringá
  • Marcelo Vivas Universidade Estadual do Norte Fluminense
  • Antônio Teixeira do Amaral Júnior Universidade Estadual do Norte Fluminense
Palavras-chave: meta-analysis; data compilation; summary data

Resumo

The objective of this study was to conduct a meta-analysis and test its efficiency in summarizing the heterogeneous data of heritability estimates for the traits of grain yield (GY) and popping expansion (PE), and to provide reliable estimates of selection gains in popcorn. Therefore, 97 heritability estimates ( ) for popcorn GY and PE in the broad and narrow sense were used. The main procedures underlying the estimation of the combined heritability ( ) using the technique of meta-analysis consisted of i) an exploratory analysis of the set of heritability estimates to detect outliers using a box-plot chart, ii) the verification of the required statistical assumptions, iii) testing the involved heritability estimates for homogeneity, and iv) the calculation of the estimates of combined heritability. The meta-analysis facilitated the synthesis of the information pertaining to heritability in popcorn. The combined heritability estimates ( ) in the broad sense for GY and PE were 0.5208 ± 0.0229 and 0.6356 ± 0.0209, respectively, and in the narrow sense were 0.3290 ± 0.0292 and 0.3083 ± 0.0298, respectively.

Downloads

Não há dados estatísticos.

Referências

Alexander, D. E. (1988). Breeding special industrial and nutritional types. In G. P. Sprague, & J. W. Dudley (Eds.), Corn and corn improvement (3rd ed., p. 869-880, Agronomy Monograph, 18). DOI: 10.2134/agronmonogr18.3ed.c14

Allard, R. W. (1971). Princípios do melhoramento genético das plantas. São Paulo, SP: Edgard Blüchner.

Arnhold, E., Mora, F., & Deitos, A. (2006). Correlaciones genéticas en famílias S4 de maíz (Zea mays). Ciencia e Investigación Agraria, 33(1), 125-131. DOI: 10.7764/rcia.v33i2.335

Arnhold, E., Mora, F., Silva, R. G., Good-God, P. I. V., & Rodovalho, M. A. (2009). Evaluation of top-cross popcorn hybrids using mixed linear model methodology. Chilean Journal of Agricultural Research, 69, 46-53. DOI: 10.4067/S0718-58392009000100006

Bussab, W. O., & Morettin, P. A. (2003). Estatística básica (5. ed.). São Paulo, SP: Saraiva.

Coan, M. M. D., Pinto, R. J. B., Kuki, M. C., Amaral Junior, A. T., Figueiredo, A. S. T., Scapim, C. A., & Warburton, M. L. (2019). Inheritance study for popping expansion in popcorn vs. flint corn genotypes. Agronomy Journal, 3(5), 2174-2183. DOI: 10.2134/agronj2019.04.0295

Cochran, W. G. (1937). Problems arising in the analysis of a series of similar experiments. Journal of the Royal Statistical Society, 4(1), 102-118. DOI: 10.2307/2984123

Deeks, J. J., Higgins, J. P., & Altman, D. G. (2019). Analysing data and undertaking meta‐analyses. Cochrane Handbook for Systematic Reviews of Interventions, 241–284. DOI:10.1002/9781119536604.ch10

Dofing, S. M., D’Croz-Mason, N., & Thomas-Compton, M. A. (1991). Inheritance of expansion volume and yield in two popcorn x dent corn crosses. Crop Science, 31(3), 715-718. DOI: 10.2135/cropsci1991.0011183x003100030035x

Fagard, R. H., Staessen, J. A., & Thijs, L. (1996). Advantages and disadvantages of the meta-analysis approach. Journal of Hypertension, 14(2), S9-12. DOI: 10.1097/00004872-199609002-00004

Falconer, D. S., & Mackay, T. F. C. (1996). Introduction to quantitative genetics. Edinburgh, UK: Addison Wesley Longman.

Fehr, W. R. (1993). Principles of cultivar development (v. 1). New York, NY: MacMillan Publishing Company.

Giannotti, J. G., Packer, I. U., & Mercadante, M. E. Z. (2005). Meta-análise das estimativas de herdabilidade para características de crescimento em bovinos de corte. Revista Brasileira de Zootecnia, 34, 1173-1180. DOI: 10.1590/s1516-35982005000400011

Glass, G. V. (1976). Primary, secondary, and meta-analysis of research. Educational Researcher, 5(10), 3-8. DOI: 10.3102/0013189x005010003

Gurevitch, J., Koricheva, J., Nakagawa, S., & Stewart, G. (2018). Meta-analysis and the science of research synthesis. Nature, 555(7695), 175-182. DOI: 10.1038/nature25753

Hedges, L.V., & Olkin, I. (1985). Statistical methods for meta-analysis. London, UK: Academic Press.

Koots, K. R., Gibson, J. P., Smith, C., & Wilton, J. W. (1994). Analysis of published genetic parameter estimates for beef production traits. 1. Heritability. Animal Breeding abstracts, 62(5), 309-338.

Lima, V. J., Viana, A. P., Amaral Júnior, A. T., Kamphorst, S. H., Leite, J. T., Santos, P. H. A. D., ... Santos, T. O. (2020). Exploring the use of testers to maximize selection accuracy of partially inbred S3 popcorn progênies. Revista Brasileira de Ciências Agrárias, 15(2), e6557. DOI: 10.5039/agraria.v15i2a6557

Moterle, L. M., Braccini, A. L., Scapim, C. A., Pinto, R. J. B., Gonçalves, L. S. A., Rodrigues R., & Amaral Júnior. A. T. (2012). Combining ability of popcorn lines for seed quality and agronomic traits. Euphytica, 185, 337-347. DOI: 10.1007/s10681-011-0458-2

Pereira, M. G., & Amaral Júnior, A. T. (2001). Estimation of genetic components in popcorn based on nested design. Crop Breeding and Applied Biotechnology, 71(1), 3-10. DOI: 10.13082/1984-7033.v01n01a01

Pešek, J., & Baker, R. J. (1969). Desired improvement in relation to selection indices. Canadian Journal of Plant Science, 49, 803-804. DOI: 10.4141/cjps69-137

Ramalho, M. A. P., Abreu A. F. B., Santos, J. B., & Nunes, J. A. R. (2012). Aplicações da genética quantitativa no melhoramento de plantas autógamas. Lavras, MG: UFLA.

Rangel, R. M., Amaral Júnior, A. T., Gonçalves, L. S. Z., Freitas Júnior, S. P., & Candido, L. S. (2011). Análise biométrica de ganhos por seleção em população de milho pipoca de quinto ciclo de seleção recorrente. Revista Ciência Agronômica, 42(2), 473-481. DOI: 10.1590/s1806-66902011000200029

R Core Team (2019). R: A language and environment for statistical computing. Vienna, AT: R Foundation for Statistical Computing.

Santos, J. F., Viana, J. M. S., Vilarinho, A. A., & Câmara, T. M. M. (2004). Efficiency of S2 progeny selection strategies in popcorn. Crop Breeding and Applied Biotechnology, 4(2), 183-191.

Senhorinho, H. J. C., Coan, M. M. D., Marino, T. P., Kuki, M. C., Pinto, R. J. B., Scapim C. A., & Holland, J. B. (2019). Genomic‐wide association study of popping expansion in tropical popcorn and field corn germplasm. Crop Science, 59, 2007-2019. DOI: 10.2135/cropsci2019.02.0101

Shapiro, S. S., & Wilk, M. B. (1965). An analysis of variance test for normality (complete samples). Biometrika, 52(3), 591-611. DOI: 10.2307/2333709

Sousa, M. R., & Ribeiro, A. L. P. (2009). Revisión sistemática y meta-análisis de estúdios de diagnóstico y pronóstico: uma guia. Arquivos Brasileiros de Cardiologia, 92, 241-251. DOI: 10.1590/S0066-782X2009000300013

Vencovsky, R. (1987). Herança quantitativa. In E. Paterniani (Coord.), Melhoramento e produção de milho no Brasil (p. 122-201). Piracicaba, SP: Fundação Cargill.

Vilarinho, A. A., Viana, J. M. S., Santos, J. F., & Câmara, T. M. M. (2003). Eficiência da seleção de progênies S1 e S2 de milho-pipoca, visando à produção de linhagens. Bragantia, 6, 9-17. DOI: 10.1590/S0006-87052003000100002

Wang, M. C., & Bushman, B. J. (1999). Integration results: through meta-analytic review using SAS software. Cary, NC: SAS Institute.

Wang, Y., Huang, Z., Deng, D., Ding, H., Zhang, R., Wang, S., … Xu, X. (2013). Meta-analysis combined with syntenic metaQTL mining dissects candidate loci for maize yield. Molecular Breeding, 31, 601-614. DOI: 10.1007/s11032-012-9818-4

Whitehead, A. (2002). Meta-analysis of controlled clinical trial. Chichester, UK: John Wiley & Sons.

Publicado
2021-07-05
Como Citar
Clóvis, L. R., Pinto, R. J. B., Uhdre, R. S., Rosa, J. C., Zeni Neto , H., Vivas , M., & Amaral Júnior, A. T. do. (2021). Overall heritability in popcorn estimated by meta-analysis. Acta Scientiarum. Agronomy, 43(1), e53721. https://doi.org/10.4025/actasciagron.v43i1.53721
Seção
Genética e Melhoramento

 

2.0
2019CiteScore
 
 
60th percentile
Powered by  Scopus

 

2.0
2019CiteScore
 
 
60th percentile
Powered by  Scopus