TY - JOUR
T1 - Exploring genetic diversity of wild and related tetraploid wheat species Triticum turgidum and Triticum timopheevii
AU - Yadav, Inderjit S
AU - Singh, Narinder
AU - Wu, Shuangye
AU - Raupp, Jon
AU - Wilson, Duane L
AU - Rawat, Nidhi
AU - Gill, Bikram S
AU - Poland, Jesse
AU - Tiwari, Vijay K
N1 - KAUST Repository Item: Exported on 2022-09-12
Acknowledgements: The authors acknowledge the University of Maryland supercomputing resources (http://hpcc.umd.edu) made available for conducting the research reported in this paper. Author acknowledge financial support provided by Indian Council of Agricultural Research (ICAR), New Delhi through Netaji Subhas - ICAR International Fellowships to Mr. Inderjit Singh Yadav.
PY - 2022/9/7
Y1 - 2022/9/7
N2 - Introduction: The domestication bottleneck has reduced genetic diversity in wheat, necessitating the use of wild relatives in breeding programs. Wild tetraploid wheat are widely used in the breeding programs but with morphological characters, it is difficult to distinguish these, resulting in misclassification/mislabeling or duplication of accessions in the Gene bank.
Objectives: The study aims to explore Genotyping by sequencing to characterize wild and domesticated tetraploid wheat accessions to generate a core set of accessions to be used in the breeding program.
Methods: TASSEL-GBS pipeline was used for SNP discovery, fastStructure was used to determine the population structure and PowerCore was used to generate a core sets. Nucleotide diversity matrices of Nie’s and F-statistics (FST) index were used to determine the center of genetic diversity.
Results: We found 65% and 47% duplicated accessions in T. timopheevii and T. turgidum respectively. Genome-wide nucleotide diversity and FST scan uncovered a lower intra and higher inter-species differentiation. Distinct FST regions were identified in genomic regions belonging to domestication genes: non-brittle rachis (Btr1) and vernalization (VRN-1). Our results suggest that Israel, Jordan, Syria, and Lebanon as the hub of genetic diversity of wild emmer; Turkey, and Georgia for T. durum; and Iraq, Azerbaijan, and Armenia for the T. timopheevii. Identified core set accessions preserved more than 93% of the available genetic diversity. Genome wide association study (GWAS) indicated the potential chromosomal segment for resistance to leaf rust in T. timopheevii.
Conclusion: The present study explored the potential of GBS technology in data reduction while maintaining the significant genetic diversity of the species. Wild germplasm showed more differentiation than domesticated accessions, indicating the availability of sufficient diversity for crop improvement. With reduced complexity, the core set preserves the genetic diversity of the gene bank collections and will aid in a more robust characterization of wild germplasm.
AB - Introduction: The domestication bottleneck has reduced genetic diversity in wheat, necessitating the use of wild relatives in breeding programs. Wild tetraploid wheat are widely used in the breeding programs but with morphological characters, it is difficult to distinguish these, resulting in misclassification/mislabeling or duplication of accessions in the Gene bank.
Objectives: The study aims to explore Genotyping by sequencing to characterize wild and domesticated tetraploid wheat accessions to generate a core set of accessions to be used in the breeding program.
Methods: TASSEL-GBS pipeline was used for SNP discovery, fastStructure was used to determine the population structure and PowerCore was used to generate a core sets. Nucleotide diversity matrices of Nie’s and F-statistics (FST) index were used to determine the center of genetic diversity.
Results: We found 65% and 47% duplicated accessions in T. timopheevii and T. turgidum respectively. Genome-wide nucleotide diversity and FST scan uncovered a lower intra and higher inter-species differentiation. Distinct FST regions were identified in genomic regions belonging to domestication genes: non-brittle rachis (Btr1) and vernalization (VRN-1). Our results suggest that Israel, Jordan, Syria, and Lebanon as the hub of genetic diversity of wild emmer; Turkey, and Georgia for T. durum; and Iraq, Azerbaijan, and Armenia for the T. timopheevii. Identified core set accessions preserved more than 93% of the available genetic diversity. Genome wide association study (GWAS) indicated the potential chromosomal segment for resistance to leaf rust in T. timopheevii.
Conclusion: The present study explored the potential of GBS technology in data reduction while maintaining the significant genetic diversity of the species. Wild germplasm showed more differentiation than domesticated accessions, indicating the availability of sufficient diversity for crop improvement. With reduced complexity, the core set preserves the genetic diversity of the gene bank collections and will aid in a more robust characterization of wild germplasm.
UR - http://hdl.handle.net/10754/681112
UR - https://linkinghub.elsevier.com/retrieve/pii/S2090123222002016
U2 - 10.1016/j.jare.2022.08.020
DO - 10.1016/j.jare.2022.08.020
M3 - Article
C2 - 36084813
SN - 2090-1232
JO - Journal of Advanced Research
JF - Journal of Advanced Research
ER -