Developing a liquid capture chip to accelerate the genetic progress of cattle
Authors:
Open Access
- 29 March 2024
- journal article
- research article
- Published by Wiley in Animal Research and One Health
- Vol. 2 (2) , 204-216
Abstract
Large‐scale genotyping at a low cost is crucial for molecular breeding of livestock. In this study, the Cattle110K capture chip was developed, based on the genotyping by target sequencing system. The chip panel included 112,180 single necleotide polymorphisms (SNPs), from potential functional regions screened by genome‐wide associated study, BayesB, expression quantitative trait loci‐mapping, ATAC‐seq, and reported functional markers. All the SNPs on the panel were distributed evenly on the cattle genome, with more than 99% of the markers having a minor allele frequency greater than 0.05. Assessment results indicated that a total of 1.2 M high‐quality SNPs were identified in the 110 K regions, averaging approximately 10 SNPs per target sequence. The genotype consistency for the repetitive samples using the Cattle110K liquid chip was 99.21% while the concordance between the Illumina BovineHD BeadChip and this chip averaged 98.17%. A significant association signal for slaughter weight and carcass length was identified on 37.3–41.5 Mb of chromosome 6, pinpointing the NCAPG‐LCORL locus. This locus has previously been associated with meat and carcass traits in cattle. Additionally, novel candidate regions were identified around 3.4 Mb of chromosome 13 and 73.5 Mb of chromosome 8, significantly correlated with hip height and marbling score, respectively. We compared the accuracy of genomic estimated breeding values between the Illumina BovineHD BeadChip and this chip. The results demonstrated that the Cattle110K capture chip had a comparable ability in genomic prediction to the Illumina BovineHD BeadChip. Advances in using the cost‐effective liquid capture chip are expected to accelerate the genetic progress of cattle in the coming years.Keywords
This publication has 35 references indexed in Scilit:
- Designing and evaluating a cost‐effective single nucleotide polymorphism liquid array for Chinese native chickensAnimal Research and One Health, 2023
- The development of a porcine 50K SNP panel using genotyping by target sequencing and its application1Journal of Integrative Agriculture, 2023
- Haplotype analysis of genomic prediction by incorporating genomic pathway information based on high-density SNP marker in Chinese yellow-feathered chickenPoultry Science, 2023
- Assessment the effect of genomic selection and detection of selective signature in broilersPoultry Science, 2022
- Development of high-resolution multiple-SNP arrays for genetic analyses and molecular breeding through genotyping by target sequencing and liquid chipPlant Communications, 2021
- rMVP: A Memory-Efficient, Visualization-Enhanced, and Parallel-Accelerated Tool for Genome-Wide Association StudyGenomics, Proteomics & Bioinformatics, 2021
- Selection and effectiveness of informative SNPs for paternity in Chinese Simmental cattle based on a high-density SNP arrayGene, 2018
- Factors affecting genomic selection revealed by empirical evidence in maizeThe Crop Journal, 2018
- From FastQ Data to High‐Confidence Variant Calls: The Genome Analysis Toolkit Best Practices PipelineCurrent Protocols in Bioinformatics, 2013
- Increased accuracy of artificial selection by using the realized relationship matrixGenetics Research, 2009