Novel methods to optimize genotypic imputation for low‐coverage, next‐generation sequence data in crop plants

K Swarts, H Li, JA Romero Navarro, D An… - The Plant …, 2014 - Wiley Online Library
Next‐generation sequencing technology such as genotyping‐by‐sequencing (GBS) made
low‐cost, but often low‐coverage, whole‐genome sequencing widely available. Extensive …

[HTML][HTML] Imputation accuracy of wheat genotyping-by-sequencing (GBS) data using barley and wheat genome references

H Alipour, G Bai, G Zhang, MR Bihamta… - PLoS …, 2019 - journals.plos.org
Genotyping-by-sequencing (GBS) provides high SNP coverage and has recently emerged
as a popular technology for genetic and breeding applications in bread wheat (Triticum …

[HTML][HTML] Applications of genotyping-by-sequencing (GBS) in maize genetics and breeding

N Wang, Y Yuan, H Wang, D Yu, Y Liu, A Zhang… - Scientific reports, 2020 - nature.com
Abstract Genotyping-by-Sequencing (GBS) is a low-cost, high-throughput genotyping
method that relies on restriction enzymes to reduce genome complexity. GBS is being widely …

Efficient genome-wide genotyping strategies and data integration in crop plants

D Torkamaneh, B Boyle, F Belzile - Theoretical and Applied Genetics, 2018 - Springer
Key message Next-generation sequencing (NGS) has revolutionized plant and animal
research by providing powerful genotyping methods. This review describes and discusses …

Factors affecting the accuracy of genotype imputation in populations from several maize breeding programs

JM Hickey, J Crossa, R Babu, G de los Campos - Crop science, 2012 - Wiley Online Library
Genomic selection and association mapping offer great potential to increase rates of genetic
progress in plants. The prediction of genomic breeding values usually requires that missing …

LinkImpute: fast and accurate genotype imputation for nonmodel organisms

D Money, K Gardner, Z Migicovsky… - G3: Genes …, 2015 - academic.oup.com
Obtaining genome-wide genotype data from a set of individuals is the first step in many
genomic studies, including genome-wide association and genomic selection. All genotyping …

A sorghum practical haplotype graph facilitates genome‐wide imputation and cost‐effective genomic prediction

SE Jensen, JR Charles, K Muleta… - The Plant …, 2020 - Wiley Online Library
Successful management and utilization of increasingly large genomic datasets is essential
for breeding programs to accelerate cultivar development. To help with this, we developed a …

[HTML][HTML] Fast imputation using medium or low-coverage sequence data

PM VanRaden, C Sun, JR O'Connell - BMC genetics, 2015 - Springer
Background Accurate genotype imputation can greatly reduce costs and increase benefits
by combining whole-genome sequence data of varying read depth and array genotypes of …

Potential of low‐coverage genotyping‐by‐sequencing and imputation for cost‐effective genomic selection in biparental segregating populations

G Gorjanc, JF Dumasy, S Gonen, RC Gaynor… - Crop …, 2017 - Wiley Online Library
Genotyping‐by‐sequencing (GBS) is an alternative genotyping method to single‐nucleotide
polymorphism (SNP) arrays that has received considerable attention in the plant breeding …

[HTML][HTML] Single-nucleotide polymorphism discovery by high-throughput sequencing in sorghum

JC Nelson, S Wang, Y Wu, X Li, G Antony, FF White… - BMC genomics, 2011 - Springer
Abstract Background Eight diverse sorghum (Sorghum bicolor L. Moench) accessions were
subjected to short-read genome sequencing to characterize the distribution of single …