Genetic Advance Prediction and Multivariate Analysis for Antioxidants and Agronomic Traits in Wheat
Lalehzar Ghaed-Rahimi, Bahram Heidari
Annual Research & Review in Biology · pp. 2427–2449 · Published 16 Apr 2014
10.9734/ARRB/2014/8987Abstract
Background: The Interrelationship of traits is important for structuring crop populations and modeling selection criteria for increasing grain yield. Aims: Assessing interrelationship of traits under drought stress and normal irrigation conditions. Study Design: Landrace varieties from different regions of Iran were selected for evaluating the interrelationship of traits under drought stress. Place and Duration of Study: The Research Farm of Department of Crop Production and Plant Breeding, College of Agriculture, Shiraz University, Shiraz, Iran, between 2010 and 2012 growing seasons. Methodology: Thirty five wheat genotypes consisting of 33 landrace varieties and two cultivars were cultivated as a split plot design in three replications in 2010-11 and 2011-12 growing seasons. Drought stress and normal irrigation conditions were considered as main plots and genotypes were cultivated in subplots. Results: Cryptic relationships among antioxidants and agronomic traits were defined by 7 and 6 factors that explained 80% and 75% of traits variation under fully irrigated and drought stress conditions respectively. Factor 2 was defined as grain yield factor and it was a contrast between antioxidants and morphological traits. In factor 2, grain yield, thousands grain weight, spikelet and grain number had the highest loadings. Stepwise regression for grain yield (Y) and other traits under drought stress indicated that thousand grain weight (X1), biological yield (X2), harvest index (X3) and grain number (X4) entered to grain yield model as Y= 44.4+ 3.03 X1+ 0.389 X2+ 12.635 X3+ 2.639 X4. Except day to heading and canopy temperature, agronomic traits had positive correlations with grain yield. Cluster analysis showed that genotypes assigned to 5 clusters under drought stress and the highest grain yield (5.3 t ha-1) and harvest index (38.1%) belonged to the fifth cluster. The genetic coefficients of variation were from 1.3% (superoxide dismutase) to 19.0% (thousand grain weight) in 2010-11 and 1.52% (superoxide dismutase) to 17.2% (protein) in 2011-12. Canonical analysis showed that canopy temperature and heading were negatively associated with grain yield and with superoxide dismutase (SOD) and catalase (CAT) as antioxidant enzymes under drought stress conditions. Conclusion: Antioxidants and canopy temperature had lowest genetic advance under drought but thousand grain weight and harvest index had highest genetic advance and can be considered as selection index for drought tolerance improvement.
References (26)
- 1 A Rapid and Sensitive Method for the Quantitation of Microgram Quantities of Protein Utilizing the Principle of Protein-Dye Binding [DOI]
- 2 Introduction to Quantitative Genetics. [DOI]
- 3 Superoxide dismutase: Improved assays and an assay applicable to acrylamide gels [DOI]
- 4 Hydrogen Peroxide is Scavenged by Ascorbate-specific Peroxidase in Spinach Chloroplasts [DOI]
- 5 RELATIONS BETWEEN TWO SETS OF VARIATES [DOI]
- 6 Leaf Senescence: Correlated with Increased Levels of Membrane Permeability and Lipid Peroxidation, and Decreased Levels of Superoxide Dismutase and Catalase [DOI]
- 7 Estimates of Genetic and Environmental Variability in Soybeans 1 [DOI]
- 8 A Correlation and Path‐Coefficient Analysis of Components of Crested Wheatgrass Seed Production 1 [DOI]
- 9 Assay of catalase and peroxidase
- 10 Analysis of Genetic Diversity in Crop Plants—Salient Statistical Tools and Considerations [DOI]
- 11 Harvest index: a review of its use in plant breeding and crop physiology [DOI]
- 12 Landraces: A review of definitions and classifications [DOI]
- 13 Effects of drought and high temperature stress on synthetic hexaploid wheat [DOI]
- 14 Genetic diversity trends in twentieth century crop cultivars: a meta analysis [DOI]
- 15 GENETIC VARIABILITY, ASSOCIATION AND DIVERSITY STUDIES IN WHEAT (TRITICUM AESTIVUM L.) GERMPLASM
- 16 Genetic diversity of wheat (Triticum aestivum L.) genotypes based on cluster and principal component analyses for breeding strategies
- 17 Genome‐Wide Reduction of Genetic Diversity in Wheat Breeding [DOI]
- 18 Cluster Analysis of Spatiotemporal Corn Yield Patterns in an Iowa Field [DOI]
- 19 Genetic Variability of Some Morpho-Physiological Traits in Durum Wheat (Triticum turgidum var. Durum) [DOI]
- 20 Effect of temperature on development and grain formation in spring wheat.
- 21 Assessing wheat ( Triticum aestivum L.) genetic diversity using quality traits, amplified fragment length polymorphisms, simple sequence repeats and proteome analysis [DOI]
- 22 Identification of markers linked to agronomic traits in globe artichoke
- 23 GENETIC DIVERGENCE IN WHEAT (TRITICUM AESTIVUM L.)
- 24 Genetic variability in wheat (Triticum aestivum L.) crosses under different normal and saline environments
- 25 Classifying Bread Wheat Genotypes by Multivariable Statistical Analysis to Achieve High Yield under after Anthesis Drought
- 26 Genotypic Variation in Wheat Genotypes under Agro Climatic Condition of Kaghan Valley [DOI]
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