This dataset is under embargo and will be made available by 1 June 2027 at the latest Find out more »
Iqbal, R. et al see all authors
Single nucleotide polymorphism genotyping of 323 wheat accessions from Pakistan, Mexico and Australia
https://doi.org/10.5285/291ca8d7-6178-4e6f-98a5-f59225d884cd
Cite this dataset as:
Iqbal, R.; Bano, Z.; Kiran, A.; Naeem, M.K.; Khan, M.R.; Wakeel, A.; Sajjad, H.; Aziz, T.; Sutton, M.; Price, A.; Prins, A.; Shewry, P.; Alabdullah, A.K.; Maqsood, M.A. (2025). Single nucleotide polymorphism genotyping of 323 wheat accessions from Pakistan, Mexico and Australia. NERC EDS Environmental Information Data Centre. https://doi.org/10.5285/291ca8d7-6178-4e6f-98a5-f59225d884cd
Download/Access
This dataset is under embargo and will be made available by 1 June 2027 at the latest Find out more »
The dataset contains single nucleotide polymorphism (SNP) genotyping data for 323 diverse wheat accessions from Pakistan, Mexico, and Australia. DNA was extracted from 21-day-old seedlings grown in a glasshouse at Rothamsted Research, UK, and genotyped using the commercially available TaNG v1.1 Affymetrix Axiom array at the Bristol Genomics Facility, University of Bristol. The genotypic data are provided in HapMap double-bit format.
This work aimed to improve nitrogen use efficiency (NUE) in wheat as part of efforts toward sustainable yield enhancement and global food security. Genetic dissection of key agronomic traits presents a viable strategy for developing high-yielding, nitrogen-efficient wheat cultivars. The data support a genome-wide association study (GWAS) that related NUE traits to potential genetic markers. The research was funded by the Natural Environment Research Council (Grant NE/S009019/1).
This work aimed to improve nitrogen use efficiency (NUE) in wheat as part of efforts toward sustainable yield enhancement and global food security. Genetic dissection of key agronomic traits presents a viable strategy for developing high-yielding, nitrogen-efficient wheat cultivars. The data support a genome-wide association study (GWAS) that related NUE traits to potential genetic markers. The research was funded by the Natural Environment Research Council (Grant NE/S009019/1).
Publication date: 2025-11-26
111 views
Format
Comma-separated values (CSV)
Spatial information
Study area
Spatial representation type
Tabular (text)
Spatial reference system
WGS 84
Provenance & quality
DNA was extracted from 21 day old seedlings using the Wizard Genomic DNA Purification Kit (Promega, UK). Quantity and quality was checked using an ND-1000 spectrophotometer (Thermo Fisher Scientific, USA) and a Qubit 2.0 fluorometer using a Qubit dsDNA quantification kit (Invitrogen, UK). The quality thresholds were as follows: an OD260/OD280 ratio of between 1.8 and 2.0 and a OD260/OD230 ratio greater than 1.5. High-throughput SNP genotyping of 323 genotypes was performed using the TaNG v1.1 Affymetrix Axiom genotyping array (Thermo Fisher Scientific, UK) at the University of Bristol Genomics facility, University of Bristol, UK. Genotype calling was performed using the Best Practices Workflow in the Axiom Analysis Suite (AxAS) following the default SNP quality control thresholds where DCQ (dish quality control) ≥ 0.82 and CR (call rate) cut-off ≥ 97%. Markers were then classified and filtered based on the Axiom recommended criteria. Subsequently, markers that were monomorphic, had a minor allele frequency (MAF) of <5%, a missing call rate of >20%, or a heterozygote frequency >25% were removed. After filtering, a total of 6,315 best recommended and high-quality markers were retained and were used to generate the HapMap-formatted data.
Licensing and constraints
This dataset is under embargo and will be made available by 1 June 2027 at the latest Find out more »
This dataset will be available under the terms of the Open Government Licence
Cite this dataset as:
Iqbal, R.; Bano, Z.; Kiran, A.; Naeem, M.K.; Khan, M.R.; Wakeel, A.; Sajjad, H.; Aziz, T.; Sutton, M.; Price, A.; Prins, A.; Shewry, P.; Alabdullah, A.K.; Maqsood, M.A. (2025). Single nucleotide polymorphism genotyping of 323 wheat accessions from Pakistan, Mexico and Australia. NERC EDS Environmental Information Data Centre. https://doi.org/10.5285/291ca8d7-6178-4e6f-98a5-f59225d884cd
Correspondence/contact details
Authors
Iqbal, R.
University of Agriculture Faisalabad
Bano, Z.
University of Agriculture Faisalabad
Kiran, A.
University of Agriculture Faisalabad
Naeem, M.K.
National Agricultural Research Center Islamabad
Khan, M.R.
National Agricultural Research Center Islamabad
Wakeel, A.
University of Agriculture Faisalabad
Sajjad, H.
University of Agriculture Faisalabad
Aziz, T.
University of Agriculture Faisalabad
Sutton, M.
UK Centre for Ecology & Hydrology
Price, A.
University of Aberdeen
Prins, A.
Rothamsted Research
Shewry, P.
Rothamsted Research
Alabdullah, A.K.
John Innes Centre
Maqsood, M.A.
National Agricultural Research Center Islamabad
Other contacts
Publisher
NERC EDS Environmental Information Data Centre
info@eidc.ac.uk
Rights holder
University of Agriculture Faisalabad
Additional metadata
Funding
Natural Environment Research Council Award: NE/S009019/1
