Using genotype imputation to integrate Canola populations for genome-wide association and genomic prediction of blackleg resistance

It is feasible to impute and integrate germplasms from different sequencing platforms for downstream analyses. However, genetic heterogeneity across populations could add complexity to the analysis. Increasing the sample size by combining datasets showed slightly greater predictive ability and greater detection power in GWASs in the present study.

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Publication Details

Journal
BMC Genomics
Published
2025-03-04
DOI
https://doi.org/10.1186/s12864-025-11250-4
Citations
4
Primary Topic
Nitrogen and Sulfur Effects on Brassica
Type
article
Field-Weighted Citation Impact
3.22
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article

Using genotype imputation to integrate Canola populations for genome-wide association and genomic prediction of blackleg resistance

Sukhjiwan Kaur, Huanhuan Zhao, Matthew Hayden, Josquin Tibbits et al.
4 citations
BMC Genomics
Nitrogen and Sulfur Effects on Brassica
3.22
article

Using genotype imputation to integrate Canola populations for genome-wide association and genomic prediction of blackleg resistance

Sukhjiwan Kaur, Huanhuan Zhao, Matthew Hayden, Josquin Tibbits, Gabriel Keeble‐Gagnère, Iona M. MacLeod, Denise M. Barbulescu
article en
4 citations

Abstract

It is feasible to impute and integrate germplasms from different sequencing platforms for downstream analyses. However, genetic heterogeneity across populations could add complexity to the analysis. Increasing the sample size by combining datasets showed slightly greater predictive ability and greater detection power in GWASs in the present study.

BMC GenomicsVol. 26(1)
La Trobe University (AU), Agriculture Victoria (AU), AgriBio (AU)
Zero hunger
Openalex Percentile: Top 9%
Nitrogen and Sulfur Effects on Brassica
3.22
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