Rendering Multivariate Statistical Models for Genetic Diversity Assessment in A-Genome Diploid Wheat Population

被引:4
|
作者
Sarfraz, Zareen [1 ]
Shah, Mohammad Maroof [1 ]
Iqbal, Muhammad Sajid [2 ]
Nazir, Mian Faisal [2 ]
Al-Ashkar, Ibrahim [3 ]
Rehmani, Muhammad Ishaq Asif [4 ]
Iqbal, Muhammad Shahid [2 ]
Ullah, Najeeb [5 ]
El Sabagh, Ayman [6 ]
机构
[1] COMSATS Univ Islamabad, Dept Biotechnol, Abbottabad Campus, Abbottabad 22060, Pakistan
[2] Ayub Agr Res Inst, Cotton Res Stn, Faisalabad 38850, Pakistan
[3] King Saud Univ, Dept Plant Prod, Coll Food & Agr, Riyadh 11451, Saudi Arabia
[4] Ghazi Univ, Dept Agron, Dera Ghazi Khan 32200, Pakistan
[5] Univ Queensland Wilsonton Hts, Queensland Alliance Agr & Food Innovat Ctr Plant, Toowoomba, Qld 4350, Australia
[6] Kafrelsheikh Univ, Dept Agron, Kafrelsheikh 3315, Egypt
来源
AGRONOMY-BASEL | 2021年 / 11卷 / 11期
关键词
multivariate analyses; principal component analysis; cluster analysis; genetic diversity; RILs population; yield attributes; diploid 'A' sub-genome wheat; RUST RESISTANCE GENES; BREAD WHEAT; TRITICUM-BOEOTICUM; AGRONOMIC TRAITS; COMMON WHEAT; YIELD; VARIABILITY; GENOTYPES; HERITABILITY; COMPONENTS;
D O I
10.3390/agronomy11112339
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
Diversifying available natural resources to cope with abrupt climatic changes and the necessity to equalize rising agricultural production with improved ability to endure environmental influence is the dire need of the day. Inherent allelic variability regarding significant economic traits featuring both enhanced productivity and environmental adaptability is one such prominent need. To address this requirement, a series of analyses were conducted in this study for exploring natural diploid wheat germplasm resources. The current study involved 98 Recombinant Inbred Lines (RILs) populations developed by crossing two diploid 'A' sub-genome wheat species, Triticum monococcum and Triticum boeoticum, enriched with valuable alleles controlling, in particular, biotic and abiotic stresses tolerance. Their 12 phenotypic traits were explored to reveal germplasm value. All traits exhibited vast diversity among parents and RILs via multivariate analysis. Most of the investigated traits depicted significant (p < 0.05) positive correlations enlightening spikelet per spike, total biomass, seed weight per spike, number of seeds per spike, plant height, and days to heading as considerably focused traits for improving hexaploid wheat. Principal component analysis (PCA) exhibited 61.513% of total variation with three PCs for 12 traits. Clustering of genotypes happened in three clades, and the two parents were separated into two extreme clusters, validating their enrichment of diversity. This study provided beneficial aspects of parental resources rich in diverse alleles. They can be efficiently exploited in wheat improvement programs focusing on introgression breeding and the recovery of eroded genetic factors in currently available commercial wheat cultivars to sustain calamities of environmental fluctuations.
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页数:15
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