Search engine for discovering works of Art, research articles, and books related to Art and Culture
ShareThis
Javascript must be enabled to continue!

Novel design of imputation-enabled SNP arrays for breeding and research applications supporting multi-species hybridisation

View through CrossRef
AbstractArray-based SNP genotyping platforms have low genotype error and missing data rates compared to genotyping-by-sequencing technologies. However, design decisions used to create array-based SNP genotyping assays for both research and breeding applications are critical to their success. We describe a novel approach applicable to any animal or plant species for the design of cost-effective imputation-enabled SNP genotyping arrays with broad utility and demonstrate its application through the development of the Infinium Wheat Barley 40K SNP array. We show the approach delivers high-quality and high-resolution data for wheat and barley, including when samples are jointly hybridised. The new array aims to maximally capture haplotypic diversity in globally diverse wheat and barley germplasm while minimising ascertainment bias. Comprising mostly biallelic markers designed to be species-specific and single-copy, it permits highly accurate imputation in diverse germplasm to improve statistical power for GWAS and genomic selection. The SNP content captures tetraploid wheat (A- and B-genome) and Ae. tauschii (D-genome) diversity and delineates synthetic and tetraploid wheat from other wheats, as well as tetraploid species and subgroups. The content includes SNP tagging key trait loci in wheat and barley and that directly connect to other genotyping platforms and legacy datasets. The utility of the array is enhanced through the web-based tool Pretzel (https://plantinformatics.io/) which enables the array’s content to be visualised and interrogated interactively in the context of numerous genetic and genomic resources to more seamlessly connect research and breeding. The array is available for use by the international wheat and barley community.Short summaryDesigning SNP genotyping arrays for closely related species with broad applicability in both research and breeding is challenging. Here we describe a novel generic approach to select SNP content for such arrays and demonstrate its utility in wheat and barley to: capture haplotypic diversity while minimising ascertainment bias;accurately impute to high SNP density in diverse germplasm;generate high-quality high-resolution genotypic data; andjointly hybridise samples to the same bead chip array.
Title: Novel design of imputation-enabled SNP arrays for breeding and research applications supporting multi-species hybridisation
Description:
AbstractArray-based SNP genotyping platforms have low genotype error and missing data rates compared to genotyping-by-sequencing technologies.
However, design decisions used to create array-based SNP genotyping assays for both research and breeding applications are critical to their success.
We describe a novel approach applicable to any animal or plant species for the design of cost-effective imputation-enabled SNP genotyping arrays with broad utility and demonstrate its application through the development of the Infinium Wheat Barley 40K SNP array.
We show the approach delivers high-quality and high-resolution data for wheat and barley, including when samples are jointly hybridised.
The new array aims to maximally capture haplotypic diversity in globally diverse wheat and barley germplasm while minimising ascertainment bias.
Comprising mostly biallelic markers designed to be species-specific and single-copy, it permits highly accurate imputation in diverse germplasm to improve statistical power for GWAS and genomic selection.
The SNP content captures tetraploid wheat (A- and B-genome) and Ae.
tauschii (D-genome) diversity and delineates synthetic and tetraploid wheat from other wheats, as well as tetraploid species and subgroups.
The content includes SNP tagging key trait loci in wheat and barley and that directly connect to other genotyping platforms and legacy datasets.
The utility of the array is enhanced through the web-based tool Pretzel (https://plantinformatics.
io/) which enables the array’s content to be visualised and interrogated interactively in the context of numerous genetic and genomic resources to more seamlessly connect research and breeding.
The array is available for use by the international wheat and barley community.
Short summaryDesigning SNP genotyping arrays for closely related species with broad applicability in both research and breeding is challenging.
Here we describe a novel generic approach to select SNP content for such arrays and demonstrate its utility in wheat and barley to: capture haplotypic diversity while minimising ascertainment bias;accurately impute to high SNP density in diverse germplasm;generate high-quality high-resolution genotypic data; andjointly hybridise samples to the same bead chip array.

Related Results

Hubungan antara SNP rs3761863 terhadap kejadian reaksi reversal pada pasien MH tipe borderline di RSUP Prof. Dr. I.G.N.G. Ngoerah
Hubungan antara SNP rs3761863 terhadap kejadian reaksi reversal pada pasien MH tipe borderline di RSUP Prof. Dr. I.G.N.G. Ngoerah
Introduction: Reversal reaction (RR) is one of the morbidity burdens for Hansen's disease (MH) patients undergoing multi-drug therapy. Some risk factors for RR include age, stress,...
Genotype Imputation
Genotype Imputation
Abstract A missing data problem arises in genetic epidemiological studies when genotypes of particular markers are unavailable fo...
GSimp: A Gibbs sampler based left-censored missing value imputation approach for metabolomics studies
GSimp: A Gibbs sampler based left-censored missing value imputation approach for metabolomics studies
AbstractLeft-censored missing values commonly exist in targeted metabolomics datasets and can be considered as missing not at random (MNAR). Improper data processing procedures for...
Characterization and Preparation of Sago Starch (SS) Based Reinforced with Silver Nanoparticle (SNP)
Characterization and Preparation of Sago Starch (SS) Based Reinforced with Silver Nanoparticle (SNP)
This paper reported on the properties of sago starch (SS) films impregnated with different concentration of sliver nanoparticles (SNP) of 100, 2000, 5000 rpm with weight ratio of 1...
Imputation of Spatially-resolved Transcriptomes by Graph-regularized Tensor Completion
Imputation of Spatially-resolved Transcriptomes by Graph-regularized Tensor Completion
AbstractHigh-throughput spatial-transcriptomics RNA sequencing (sptRNA-seq) based on in-situ capturing technologies has recently been developed to spatially resolve transcriptome-w...
Design
Design
Conventional definitions of design rarely capture its reach into our everyday lives. The Design Council, for example, estimates that more than 2.5 million people use design-related...
weIMPUTE: A User-Friendly Web-Based Genotype Imputation Platform
weIMPUTE: A User-Friendly Web-Based Genotype Imputation Platform
AbstractGenotype imputation is a critical preprocessing step in genome-wide association studies (GWAS), enhancing statistical power for detecting associated single nucleotide polym...
A New Approach of Outlier-robust Missing Value Imputation for Metabolomics Data Analysis
A New Approach of Outlier-robust Missing Value Imputation for Metabolomics Data Analysis
Background:Metabolomics data generation and quantification are different from other types of molecular “omics” data in bioinformatics. Mass spectrometry (MS) based (gas chromatogra...

Back to Top