Literature DB >> 33925375

Multivariate Analysis of Morpho-Physiological Traits Reveals Differential Drought Tolerance Potential of Bread Wheat Genotypes at the Seedling Stage.

Mohammed Mohi-Ud-Din1,2, Md Alamgir Hossain1, Md Motiar Rohman3, Md Nesar Uddin1, Md Sabibul Haque1, Jalal Uddin Ahmed2, Akbar Hossain4, Mohamed M Hassan5, Mohammad Golam Mostofa6.   

Abstract

Drought is one of the foremost environmental stresses that can severely limit crop growth and productivity by disrupting various physiological processes. In this study, the drought tolerance potential of 127 diverse bread wheat genotypes was evaluated by imposing polyethylene glycol (PEG)-induced drought followed by multivariate analysis of several growth-related attributes. Results showed significant variations in the mean values of different morpho-physiological traits due to PEG-induced drought effects. Correlation analysis revealed that most of the studied traits were significantly correlated among them. The robust hierarchical co-clustering indicated that all the genotypes were clustered into four major groups, with cluster 4 (26 genotypes) being, in general, drought-tolerant followed by cluster 1 (19 genotypes) whereas, cluster 2 (55 genotypes) and 3 (27 genotypes) being drought-sensitive. Linear discriminant analysis (LDA) confirmed that around 90% of the genotypes were correctly assigned to clusters. Squared distance (D2) analysis indicated that the clusters differed significantly from each other. Principal component analysis (PCA) and genotype by trait biplot analysis showed that the first three components accounted for 71.6% of the total variation, with principal component (PC) 1 accounting for 35.4%, PC2 for 24.6% and PC3 for 11.6% of the total variation. Both PCA and LDA revealed that dry weights, tissue water content, cell membrane stability, leaf relative water content, root-shoot weight ratio and seedling vigor index played the most important discriminatory roles in explaining drought tolerance variations among 127 wheat genotypes. Our results conclude that the drought-tolerant and -sensitive wheat genotypes identified in this study would offer valuable genetic tools for further improvement of wheat productivity in arid and semi-arid regions during this time of unpredictable climate change.

Entities:  

Keywords:  drought; linear discriminant analysis; principal component analysis; robust hierarchical co-cluster; wheat

Year:  2021        PMID: 33925375     DOI: 10.3390/plants10050879

Source DB:  PubMed          Journal:  Plants (Basel)        ISSN: 2223-7747


  12 in total

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Journal:  Nat Commun       Date:  2017-01-19       Impact factor: 14.919

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Review 6.  Drought Stress Tolerance in Wheat and Barley: Advances in Physiology, Breeding and Genetics Research.

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9.  Influence of PEG induced drought stress on molecular and biochemical constituents and seedling growth of Egyptian barley cultivars.

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2.  Conferring of drought tolerance in wheat (Triticum aestivum L.) genotypes using seedling indices.

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  2 in total

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