Selection and recommend of quinoa (Chenopodium quinoa) genotypes based on the yield genotypic adaptability and stability

Autores

  • Edmar Soares de Vasconcelos Unioeste
  • Marcia de Moraes Echer Unioeste
  • Marcio André Kliemann Unioeste
  • Marcelo Júnior Lang Unioeste

Palavras-chave:

Chenopodium quinoa, genotypic value, BLUP/REML, mixed model

Resumo

The present study aimed to select and recommend quinoa genotypes based on the yield genotypic adaptability and stability, by the method of the Harmonic mean of relative performance of genotypic values. Five experiments were conducted during the crop seasons of 2014 and 2015 in two locations in the Western region of Paraná State, Brazil. This study involved the evaluation of the yield of thirteen quinoa genotypes. Initially, the genotypic values (GV) were obtained by employing BLUP/REML methodology for mixed models. After, the values of the harmonic mean for genotypic value (HMGV*MG), the relative performance for genotypic values (RPGV*MG) and the harmonic mean of the relative performance for genotypic values (HMRPGV*MG) were obtained. The genotypes Q1317 and Q2014 were the best indicated for cultivation in the summer crop, with medium yield genotypic stability and adaptability. The genotype Q1318 is recommended for winter crop, presenting high yield genotypic stability and adaptability.

Referências

Ali M, El-Sadek A & Salem E (2018) Stability parameters and AMMI analysis of quinoa (Chenopodium quinoa Willd.). Egyptian Journal of Agronomy, 40:59-74.

Almeida Filho JE de, Tardin FD, Resende MDV de, Silva FF, Granato ÍSC & Menezes CB de (2014) Genetic evaluation of grain sorghum hybrids in Brazilian environments using the REML/ BLUP procedure. Scientia Agricola, 71:146-150.

Bazile D, Pulvento C, Verniau A, Al-Nusairi MS, Ba D, Breidy J, Hassan L, Mohammed MI, Mambetov O, Otambekova M, Sepahvand NA, Shams A, Souici D, Miri K & Padulosi S (2016) Worldwide evaluations of quinoa: preliminary results from post international year of quinoa FAO projects in nine countries. Frontiers in Plant Science, 07:01-18.

Colombari Filho JM, de Resende MDV, de Morais OP, de Castro AP, Guimarães ÉP, Pereira JA, Utumi MM & Breseghello F (2013) Upland rice breeding in Brazil: A simultaneous genotypic evaluation of stability, adaptability and grain yield. Euphytica, 192:117-129.

Costa AF, Leal NR, Ventura JA, Gonçalves LS, Amaral Júnior AT do & Costa H (2015) Adaptability and stability of strawberry cultivars using a mixed model. Acta Scientiarum Agronomy, 37:435-440.

Cruz CD (2013) GENES - a software package for analysis in experimental statistics and quantitative genetics. Acta Scientiarum Agronomy, 35:271-276.

Cruz CD, Carneiro PCS & Regazzi AJ (2014) Modelos biométricos aplicados ao melhoramento genético. 3a ed. Viçosa, Editora UFV. 668p.

Cruz CD, Torres RAA & Vencovsky R (1989) An alternative approach to the stability analysis proposed by Silva and Barreto. Revista Brasileira de Genética, 12:567-580.

Eberhart SA & Russell WA (1966) Stability Parameters for Comparing Varieties. Crop Science, 06:36-40.

Freitas IL de J, do Amaral Junior AT, Viana AP, Pena GF, da Silva Cabral P, Vittorazzi C & Silva TR da C (2013) Ganho genético avaliado com índices de seleção e com REML/Blup em milho-pipoca. Pesquisa Agropecuária Brasileira, 48:1464-1471.

Gauch HG (2006) Statistical Analysis of Yield Trials by AMMI and GGE. Crop Science, 46:1488-1500.

Hawerroth MC, Carvalho FIF de, Oliveira AC De, Silva JAG da, Gutkoski LC, Sartori JF, Woyann LG, Barbieri RL & Hawerroth FJ (2013) Adaptability and stability of white oat cultivars in relation to chemical composition of the caryopsis. Pesquisa Agropecuária Brasileira, 48:42-50.

Lourenção AL, Reco PC, Braga NR, Valle GE do & Pinheiro JB (2010) Produtividade de genótipos de soja sob infestação da lagarta-da-soja e de percevejos. Neotropical Entomology, 39:275-281.

Oliveira IJ de, Atroch AL, Dias MC, Guimarães LJ & Guimarães PE de O (2017) Selection of corn cultivars for yield, stability, and adaptability in the state of Amazonas, Brazil. Pesquisa Agropecuária Brasileira, 52:455-463.

Pupin S, Santos VAA, Zaruma UGD, Miranda CA, Silva HMP, Marinho LC, Sebbenn MA & Moraes MLT (2015) Produtividade, estabilidade e adaptabilidade em progênies de polinização aberta de Eucalyptus urophylla S.T. Blake. Scientia Forestalis, 43:127-134.

Resende MDV (2002) Genética biométrica e estatística no melhoramento de plantas perenes. 1a ed. Brasília, Embrapa Informação Tecnológica. 975p.

Resende MDV de (2007) Matemática e estatística na análise de experimentos e no melhoramento genético. 1a ed. Colombo, Embrapa Florestas. 362p.

Resende MDV de (2016) Software Selegen-REML / BLUP/ : a useful tool for plant breeding. Crop Breeding and Applied Biotechnology, 16:330-339.

Rodrigues EV, Teodoro PE, Peixoto LA, Silva LA, Laviola BG & Bhering LL (2017) Selection of Jatropha full-sib families based on genotypic adaptability and stability via mixed models. Genetics and Molecular Research, 16:01-10.

Silva PH & Sobrinho CA (2017) Níveis de dano e de controle do percevejo-verde-da-soja Nezara viridula (Hemiptera: Pentatomidae) em feijão-caupi. Revista Agro@mbiente, 11:373-378.

Silva GO da, de Carvalho ADF, Vieira JV & Benin G (2011) Verificação da adaptabilidade e estabilidade de populações de cenoura pelos métodos AMMI, GGE biplot e REML/BLUP. Bragantia, 70:494-501.

Spehar CR & Rocha JE da S (2010) Exploiting genotypic variability from low-altitude Brazilian Savannah-adapted Chenopodium quinoa. Euphytica, 175:13-21.

Spehar CR, Rocha JE da S & Santos RL de B (2011) Desempenho Agronomico e recomendações para cultivo de quinoa (BRS Syetetuba) no cerrado. Pesquisa Agropecuária Tropical, 41:145- 147.

Tardieu F (2013) Plant response to environmental conditions: Assessing potential production, water demand, and negative effects of water deficit. Frontiers in Physiology, 04:01-11.

Torres FE, Teodoro PE, Sagrilo E, Ceccon G & Correa AM (2015) Interação genótipo x ambiente em genótipos de feijão-caupi semiprostrado via modelos mistos. Bragantia, 74:255-260.

Torres Filho J, dos Santos Oliveira CN, da Silveira LM, de Sousa Nunes GH, da Silva AJ & da Silva MF (2017) Genotype By environment interaction in green cowpea analyzed Via mixed Models. Revista Caatinga, 30:687-697.

Vasconcelos ES De, Egewarth JF, Oliveira GA & Piano JT (2013) Características agronômicas de genótipos de quinoa. Scientia Agraria Paranaensis, 12:371-376.

Vasconcelos ES de, Reis MS, Cruz CD, Sediyama T & Scapim CA (2011) Integrated method for adaptability and phenotypic stability analysis. Acta Scientiarum Agronomy, 33:251-257.

Vasconcelos ES De, Reis MS, Cruz CD, Sediyama T & Scapim CA (2010) Adaptability and stability of semilate and late maturing soybean genotypes in Minas Gerais state. Acta Scientiarum Agronomy, 32:411-415.

Zucareli C, Oliveira MA, Spolaor LT & Ferreira AS (2013) Desempenho Agronômico de genótipos de milho de segunda safra na região Norte do Paraná. Scientia Agraria Paranaensis, 12:227- 235.

Zurita-Silva A, Fuentes F, Zamora P, Jacobsen SE & Schwember AR (2014) Breeding quinoa (Chenopodium quinoa Willd.): Potential and perspectives. Molecular Breeding, 34:13-30.

Downloads

Publicado

2025-05-06

Como Citar

Soares de Vasconcelos, E., de Moraes Echer, M., Kliemann, M. A., & Lang, M. J. (2025). Selection and recommend of quinoa (Chenopodium quinoa) genotypes based on the yield genotypic adaptability and stability. Revista Ceres, 66(2), 117–123. Recuperado de https://ojs.ceres.ufv.br/ceres/article/view/7705

Edição

Seção

PLANT BREEDING APPLIED TO AGRICULTURE