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Exploring drought tolerance for germination traits of diverse wheat genotypes at seedling stage: a multivariate analysis approach
by
Shabbir, Ghulam
, Ahmed, Kashif
, Ahmed, Mukhtar
in
adverse effects
/ Agricultural production
/ Agricultural research
/ Agriculture
/ Arid regions
/ Arid zones
/ biomass
/ Biomedical and Life Sciences
/ Bread wheat
/ Coleoptile
/ coleoptiles
/ Correlation analysis
/ Crop production
/ decline
/ Dehydration
/ Drought
/ Drought Resistance
/ drought tolerance
/ Droughts
/ Dry weight
/ Eigenvalues
/ Genetic aspects
/ Genotype
/ Genotypes
/ Germination
/ Germination - genetics
/ growth retardation
/ Hardiness
/ Life Sciences
/ Moisture
/ Moisture stress
/ Multivariate Analysis
/ Osmotic stress
/ Phenotyping
/ Physical characteristics
/ Physiological aspects
/ Plant Sciences
/ Plants
/ Polyethylene glycol
/ Polyethylene Glycols - pharmacology
/ principal component analysis
/ Principal components analysis
/ Seed germination
/ seedling growth
/ Seedlings
/ Seedlings - genetics
/ Seedlings - growth & development
/ Seedlings - physiology
/ Seeds
/ Shoots
/ staple foods
/ Stress tolerance index
/ Tree Biology
/ Triticum - genetics
/ Triticum - growth & development
/ Triticum - physiology
/ Variance analysis
/ vigor
/ water stress
/ Wheat
2025
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Exploring drought tolerance for germination traits of diverse wheat genotypes at seedling stage: a multivariate analysis approach
by
Shabbir, Ghulam
, Ahmed, Kashif
, Ahmed, Mukhtar
in
adverse effects
/ Agricultural production
/ Agricultural research
/ Agriculture
/ Arid regions
/ Arid zones
/ biomass
/ Biomedical and Life Sciences
/ Bread wheat
/ Coleoptile
/ coleoptiles
/ Correlation analysis
/ Crop production
/ decline
/ Dehydration
/ Drought
/ Drought Resistance
/ drought tolerance
/ Droughts
/ Dry weight
/ Eigenvalues
/ Genetic aspects
/ Genotype
/ Genotypes
/ Germination
/ Germination - genetics
/ growth retardation
/ Hardiness
/ Life Sciences
/ Moisture
/ Moisture stress
/ Multivariate Analysis
/ Osmotic stress
/ Phenotyping
/ Physical characteristics
/ Physiological aspects
/ Plant Sciences
/ Plants
/ Polyethylene glycol
/ Polyethylene Glycols - pharmacology
/ principal component analysis
/ Principal components analysis
/ Seed germination
/ seedling growth
/ Seedlings
/ Seedlings - genetics
/ Seedlings - growth & development
/ Seedlings - physiology
/ Seeds
/ Shoots
/ staple foods
/ Stress tolerance index
/ Tree Biology
/ Triticum - genetics
/ Triticum - growth & development
/ Triticum - physiology
/ Variance analysis
/ vigor
/ water stress
/ Wheat
2025
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Exploring drought tolerance for germination traits of diverse wheat genotypes at seedling stage: a multivariate analysis approach
by
Shabbir, Ghulam
, Ahmed, Kashif
, Ahmed, Mukhtar
in
adverse effects
/ Agricultural production
/ Agricultural research
/ Agriculture
/ Arid regions
/ Arid zones
/ biomass
/ Biomedical and Life Sciences
/ Bread wheat
/ Coleoptile
/ coleoptiles
/ Correlation analysis
/ Crop production
/ decline
/ Dehydration
/ Drought
/ Drought Resistance
/ drought tolerance
/ Droughts
/ Dry weight
/ Eigenvalues
/ Genetic aspects
/ Genotype
/ Genotypes
/ Germination
/ Germination - genetics
/ growth retardation
/ Hardiness
/ Life Sciences
/ Moisture
/ Moisture stress
/ Multivariate Analysis
/ Osmotic stress
/ Phenotyping
/ Physical characteristics
/ Physiological aspects
/ Plant Sciences
/ Plants
/ Polyethylene glycol
/ Polyethylene Glycols - pharmacology
/ principal component analysis
/ Principal components analysis
/ Seed germination
/ seedling growth
/ Seedlings
/ Seedlings - genetics
/ Seedlings - growth & development
/ Seedlings - physiology
/ Seeds
/ Shoots
/ staple foods
/ Stress tolerance index
/ Tree Biology
/ Triticum - genetics
/ Triticum - growth & development
/ Triticum - physiology
/ Variance analysis
/ vigor
/ water stress
/ Wheat
2025
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Exploring drought tolerance for germination traits of diverse wheat genotypes at seedling stage: a multivariate analysis approach
Journal Article
Exploring drought tolerance for germination traits of diverse wheat genotypes at seedling stage: a multivariate analysis approach
2025
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Overview
Wheat holds crucial global importance as a staple food in many regions. Drought stress significantly impedes seed germination of wheat. The lack of drought-tolerant wheat varieties hampers wheat production, especially in arid regions of the world. This study investigated seed germination and seedling growth in eighty wheat genotypes under moisture stress stimulated by polyethylene glycol (PEG
6000
). The study included two osmotic potentials induced by PEG-20% (ψ: -0.491 MPa) and PEG-25% (ψ: -0.735 MPa), as well as a control set without PEG. The data showed that dehydration caused by polyethylene glycol generally had an adverse effect on the morphological characteristics of wheat seedlings by causing substantial losses during the early germination stage. The results acquired from analysis of variance explained highly significant variances (
p
< 0.01) across genotypes (G), PEG-Treatments (T
PEG
), and interactions between genotypes and PEG-Treatments (G x T
PEG
) for all observed variables. Moisture deficit radically affected all studied seedling traits of bread wheat under rising osmotic stress, with germination percentage (GP), shoot length (SL), root length (RL), coleoptile length (CL), seedling length (SDL), root fresh weight (FRW), root dry weight (DRW), shoot fresh weight (FSW), shoot dry weight (DSW), seedling biomass (SBM) and seedling vigor index (SVI) reduced by about 30–95% compared to control (PEG-0%) to the maximum induced osmotic stress at -0.735 MPa. The coefficient of relative inhibition (CRI) rose in response to osmotic stress, demonstrating growth inhibition. Boxplots demonstrated a considerable decline under stress, although scatter plots and correlation matrices revealed significant positive associations for most seedling traits, except CRI. The histograms for most variables showed a wider value range and more diversified distribution patterns. Principal component analysis (PCA) and genotype by trait biplot emphasized that PC1 represented 94.29% of the cumulative variation, with an eigenvalue of 11.31 out of 12 components. The heatmap displayed diverse genotype and trait characteristics, indicating higher values for drought resistance and lower values for susceptibility in genotype performance. As indicated by a range of multivariate analyses, the wheat lines NR-499, NARC-2009 and Pakistan-2013 stood out as the most drought-tolerant among the genotypes; whereas Borlaug-2016, NR-514 and NR-516 were found to be highly susceptible, whereas SBM, SDL, SVI and CRI have been found key indicators for subsequent screening. These tolerant wheat lines offer promising potential for developing drought-tolerant varieties that could thrive in arid regions, thereby strengthening wheat production in water-stressed environments. Integrating these findings into breeding programs is crucial for realizing the potential of drought-tolerant wheat varieties in transforming global wheat production.
Publisher
BioMed Central,BioMed Central Ltd,Springer Nature B.V,BMC
Subject
/ biomass
/ Biomedical and Life Sciences
/ decline
/ Drought
/ Droughts
/ Genotype
/ Moisture
/ Plants
/ Polyethylene Glycols - pharmacology
/ principal component analysis
/ Principal components analysis
/ Seedlings - growth & development
/ Seeds
/ Shoots
/ Triticum - growth & development
/ vigor
/ Wheat
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