Population Structure of Modern Winter Wheat Accessions from Central Asia
Abstract
:1. Introduction
2. Results
2.1. Genetic Diversity and Genetic Distances in Winter Wheat Populations
2.2. Population Structure of the Winter Wheat Accessions from Central Asia
2.3. The Evaluation of the Winter Wheat Collection Based on Chromosomes Using Principal Coordinate Analysis
2.4. The Selection of SNP Markers Associated with the Regional Adaptation of Winter Wheat in Central Asia
3. Materials and Methods
3.1. Winter Wheat Collection
3.2. Genotyping Collection
3.3. Statistics Analysis
4. Discussion
4.1. Comparative Population Structures of Spring and Winter Types of Wheat in Central Asia
4.2. Patterns of PCoA Plots Using SNPs on Individual Wheat Chromosomes
4.3. Identification of Genes Associated with Plant Adaptation in the Central Asian Region
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
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Groups | n | Ne | uh | % P |
---|---|---|---|---|
Europe | 440 | 1.486 ± 0.003 | 0.292 ± 0.002 | 99.26% |
Australia | 16 | 1.468 ± 0.003 | 0.297 ± 0.002 | 82.68% |
USA | 19 | 1.516 ± 0.003 | 0.325 ± 0.002 | 87.45% |
Afghanistan | 32 | 1.420 ± 0.003 | 0.259 ± 0.002 | 82.87% |
Turkey | 19 | 1.484 ± 0.003 | 0.308 ± 0.002 | 88.88% |
Russia | 26 | 1.406 ± 0.003 | 0.258 ± 0.002 | 86.09% |
Kazakhstan | 52 | 1.325 ± 0.003 | 0.212 ± 0.002 | 86.73% |
Kyrgyzstan | 27 | 1.434 ± 0.003 | 0.270 ± 0.002 | 83.08% |
Tajikistan | 9 | 1.418 ± 0.003 | 0.280 ± 0.002 | 69.71% |
Uzbekistan | 27 | 1.460 ± 0.003 | 0.282 ± 0.002 | 87.78% |
Total | 667 | 1.428 ± 0.001 | 0.267 ± 0.001 | 84.94 ± 2.31% |
Origins | EU | AUS | USA | AFG | TUR | RUS | KAZ | KGS | TAJ |
---|---|---|---|---|---|---|---|---|---|
AUS | 0.084 | ||||||||
USA | 0.064 | 0.041 | |||||||
AFG | 0.280 | 0.183 | 0.168 | ||||||
TUR | 0.131 | 0.091 | 0.067 | 0.082 | |||||
RUS | 0.180 | 0.154 | 0.111 | 0.127 | 0.021 | ||||
KAZ | 0.216 | 0.181 | 0.134 | 0.122 | 0.026 | 0.020 | |||
KGS | 0.197 | 0.142 | 0.111 | 0.073 | 0.010 | 0.018 | 0.015 | ||
TAJ | 0.196 | 0.129 | 0.104 | 0.077 | 0.012 | 0.026 | 0.042 | 0.012 | |
UZB | 0.207 | 0.135 | 0.111 | 0.050 | 0.010 | 0.027 | 0.028 | 0.003 | 0.007 |
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Amalova, A.; Yermekbayev, K.; Griffiths, S.; Winfield, M.O.; Morgounov, A.; Abugalieva, S.; Turuspekov, Y. Population Structure of Modern Winter Wheat Accessions from Central Asia. Plants 2023, 12, 2233. https://doi.org/10.3390/plants12122233
Amalova A, Yermekbayev K, Griffiths S, Winfield MO, Morgounov A, Abugalieva S, Turuspekov Y. Population Structure of Modern Winter Wheat Accessions from Central Asia. Plants. 2023; 12(12):2233. https://doi.org/10.3390/plants12122233
Chicago/Turabian StyleAmalova, Akerke, Kanat Yermekbayev, Simon Griffiths, Mark Owen Winfield, Alexey Morgounov, Saule Abugalieva, and Yerlan Turuspekov. 2023. "Population Structure of Modern Winter Wheat Accessions from Central Asia" Plants 12, no. 12: 2233. https://doi.org/10.3390/plants12122233