YIELD CONTRIBUTING TRAITS OF QUINOA (Chenopodium quinoa) GENOTYPES USING MULTIVARIATE STATISTICS
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Keywords:
Chenopodium, Correlation, Genetic Variability, Principal Component AnalysisAbstract
The study was carried out during the rabi seasons of 2019 and 2020 to evaluate promising
genotypes of Chenopodium quinoa to compare the grain yield potential, variability and genetic
relationship between different component traits. Genotypic coefficient of variation, the highest value
was observed for seed yield (21.33) while lowest was observed for days to 50% flowering (1.45).
Heritability was for plant height (95.49) and maximum genetic gain was observed for seed yield (32.85).
High heritability coupled with high genetic advance was observed for seed yield, leaf width and seed
weight (g/10ml). Days to 50% flowering had significant positive correlation with leaf length, plant
height, days to maturity and seed weight (g/10ml) but a significant negative correlation with seed
yield. Number of branches per planthad a significant positive correlation with inflorescence length.
Step-wise regression indicated that days to 50% flowering, inflorescence length and seed weight (g/
10ml) play significant role in deciding seedyield in quinoa as predictor variables. A set of eight qualitative
traits could efficiently discriminate cultivars in PCA (explaining 70.90% of total variation), suggesting
that it can serve as a valuable breeding tool for the characterization.
References
Bhargava, A., Shukla, S., Katiyar, R.S and Ohri,
D. 2003. Selection parameters for genetic
improvement in Chenopodium grain yield
in sodic soil. Journal of Applied
Horticulture. 5(1): 45-48.
Dini, A., Rastrelli, L., Saturnino, P and Schettino
O. 1992. A compositional study of
Chenopodium quinoa seeds. Food/
Nahrung. 36(4): 400-404.
Giusti, L. 1970. El genero Chenopodiumen
Argentina 1: Numeros de cromosomas.
Darwiniana. 16: 98-105.
Hussain, M.I., Muscolo, A., Ahmed, M., Asghar
M.A and Al-Dakheel A.J. 2020. Agromorphological,
yield and quality traits and
interrelationship with yield stability in
quinoa (Chenopodium quinoa Willd.)
genotypes under saline marginal
environment. Plants. 9: 1-16.
Koziol, M.J. 1992. Chemical composition and
nutritional evaluation of quinoa
(Chenopodium quinoa Willd.). Journal of
Food Composition Analysis. 5: 35-68.
Manjarres-Hernandez, E. H., Arias-Moreno, D.M.,
Morillo-Coronado, A.C., Ojeda-Perez Z.Z
and Cardenas-Chaparro, A. 2021.
Phenotypic characterization of quinoa
(Chenopodium quinoa Willd.) for the
selection of promising materials for
breeding programs. Plants. 10: 1-16.
Miranda, M., Vega-Galvez, A., Martinez, E.,
Lopez, J., Rodriguez, M. J., Henriquez, K
and Fuentes F. 2012. Genetic diversity and
comparision of physicochemical and
nutritional characteristics of six quinoa
(Chenopodium quinoa Willd.) genotypes
cultivated in Chile. Cienc. Tecnol. Aliment
Campinas. 32(4): 835-843.
Price, A.L., Patterson, N.J., Plenge, R.M and
Weinblatt, M.E. 2006. Principal component
analysis corrects for stratification in
genome-wide association studies. Nature
Genetics. 38(8): 904-909.
Yadav, S.K., Kaushik, S.K., Singh, M.C., Singh,
S.P., Khabiruddin, M., Raiger, H.L., Phogat,
B.S and Singh, K. 2017. Progress report
rabi 2016-17. All-India coordinated
research network on potential crops,
NBPGR, New Delhi. pp. 249-250.
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