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1.
BMC Genomics ; 22(1): 799, 2021 Nov 06.
Article in English | MEDLINE | ID: mdl-34742249

ABSTRACT

BACKGROUND: Size of reference population is a crucial factor affecting the accuracy of prediction of the genomic estimated breeding value (GEBV). There are few studies in beef cattle that have compared accuracies achieved using real data to that achieved with simulated data and deterministic predictions. Thus, extent to which traits of interest affect accuracy of genomic prediction in Japanese Black cattle remains obscure. This study aimed to explore the size of reference population for expected accuracy of genomic prediction for simulated and carcass traits in Japanese Black cattle using a large amount of samples. RESULTS: A simulation analysis showed that heritability and size of reference population substantially impacted the accuracy of GEBV, whereas the number of quantitative trait loci did not. The estimated numbers of independent chromosome segments (Me) and the related weighting factor (w) derived from simulation results and a maximum likelihood (ML) approach were 1900-3900 and 1, respectively. The expected accuracy for trait with heritability of 0.1-0.5 fitted well with empirical values when the reference population comprised > 5000 animals. The heritability for carcass traits was estimated to be 0.29-0.41 and the accuracy of GEBVs was relatively consistent with simulation results. When the reference population comprised 7000-11,000 animals, the accuracy of GEBV for carcass traits can range 0.73-0.79, which is comparable to estimated breeding value obtained in the progeny test. CONCLUSION: Our simulation analysis demonstrated that the expected accuracy of GEBV for a polygenic trait with low-to-moderate heritability could be practical in Japanese Black cattle population. For carcass traits, a total of 7000-11,000 animals can be a sufficient size of reference population for genomic prediction.


Subject(s)
Genomics , Models, Genetic , Animals , Cattle/genetics , Genotype , Phenotype , Polymorphism, Single Nucleotide , Quantitative Trait Loci
2.
J Reprod Dev ; 65(3): 251-258, 2019 Jun 14.
Article in English | MEDLINE | ID: mdl-30905888

ABSTRACT

Preimplantation genomic selection using genomic estimated breeding values (GEBVs) based on single nucleotide polymorphism (SNP) genotypes is expected to accelerate genetic improvement in cattle. To develop a preimplantation genomic selection system for carcass traits in Japanese Black cattle, we investigated the accuracy of genomic evaluation of carcass traits using biopsied embryonic cells (Experiment 1); we also performed an empirical evaluation for embryo transfer (ET) of vitrified GEBV-evaluated blastocysts to assess the efficiency of the preimplantation genomic selection system (Experiment 2). In Experiment 1, the mean call rate for SNP genotyping using approximately 15 biopsied cells was 98.1 ± 0.3%, whereas that for approximately 5 biopsied cells was 91.5 ± 2.4%. The mean concordance rate for called genotypes between ~15-cell biopsies and the corresponding biopsied embryos was 99.9 ± 0.02%. The GEBVs for carcass weight, ribeye area, and marbling score calculated from ~15-cell biopsies closely matched those from the corresponding calves produced by ET. In Experiment 2, a total of 208 in vivo blastocysts were biopsied (~15-cell) and the biopsied cells were processed for SNP genotyping, where 88.5% of the samples were found to be suitable for GEBV calculation. Large variations in GEBVs for carcass traits were observed among full-sib embryos and, among the embryos, some presented higher GEBVs for ribeye area and marbling score than their parents. The conception rate following ET of vitrified GEBV-evaluated blastocysts was 41.9% (13/31). These findings suggest the possible application of preimplantation genomic selection for carcass traits in Japanese Black cattle.


Subject(s)
Embryo Culture Techniques/veterinary , Embryo Transfer/veterinary , Genotype , Polymorphism, Single Nucleotide , Preimplantation Diagnosis/veterinary , Animal Husbandry , Animals , Biopsy , Blastocyst/cytology , Breeding , Cattle , Female , Genomics , Male , Models, Genetic , Phenotype , Reproducibility of Results
3.
J Reprod Dev ; 63(5): 497-504, 2017 Oct 18.
Article in English | MEDLINE | ID: mdl-28781338

ABSTRACT

Preimplantation genomic selection based on single nucleotide polymorphism (SNP) genotypes is expected to accelerate genetic improvement in cattle. However, genome-wide genotyping at the early embryonic stage has several limitations, such as the technical difficulty of embryonic biopsy and low accuracy of genotyping resulting from a limited number of biopsied cells. After hatching from the zona pellucida, the morphology of the bovine embryo changes from spherical to filamentous, in a process known as elongation. The bovine nonsurgical elongating conceptus transfer technique was recently developed and applied for sexing without requiring specialized skills for biopsy. In order to develop a bovine preimplantation genomic selection system combined with the elongating conceptus transfer technique, we examined the accuracy of genotyping by SNP chip analysis using the DNA from elongating conceptuses (Experiment 1) and optimal cryopreservation methods for elongating conceptuses (Experiment 2). In Experiment 1, the call rates of SNP chip analysis following whole genome amplification in biopsied cells from two elongating conceptuses were 95.14% and 99.32%, which were sufficient for estimating genomic breeding value. In Experiment 2, the rates of dead cells in elongating conceptuses cryopreserved by slow freezing were comparable to those in fresh elongating conceptuses. In addition, we obtained healthy calves by the transfer of elongating conceptuses cryopreserved by slow freezing. Our findings indicate that the elongating conceptus transfer technology enables preimplantation genomic selection in cattle based on SNP chip analysis. Further studies on the optimization of cryopreservation methods for elongating conceptuses are required for practical application of the selection system.


Subject(s)
Breeding/methods , Cleavage Stage, Ovum , Cryopreservation , Embryo Transfer/methods , Embryo, Mammalian , Preimplantation Diagnosis , Selective Breeding , Animals , Biopsy , Cattle , Cleavage Stage, Ovum/pathology , Cleavage Stage, Ovum/transplantation , Embryo, Mammalian/pathology , Embryonic Development/physiology , Female , Genotype , Polymorphism, Single Nucleotide , Pregnancy , Pregnancy Rate , Selective Breeding/genetics , Sex Determination Analysis
4.
Reproduction ; 132(3): 393-401, 2006 Sep.
Article in English | MEDLINE | ID: mdl-16940280

ABSTRACT

The molecular mechanism by which sperm triggers Ca2+ oscillation, oocyte activation, and early embryonic development has not been clarified. Recently, oocyte activation has been shown to be induced by sperm-specific phospholipase Czeta (PLCzeta). The ability of PLCzeta to induce oocyte activation is highly conserved across vertebrates. In the present study, porcine PLCzeta cDNA was identified and the nucleotide sequence was determined. The expression pattern of porcine PLCzeta mRNA during the period of postnatal testicular development was shown to be similar to that of mouse PLCzeta. PLCzeta mRNA expression in the pig and mouse was detected only in the testes when the elongated spermatids had differentiated, and was detected from day 96 after birth in the pig. Histological examination of porcine testis during the period of postnatal development revealed the presence of spermatozoa from day 110 after birth. These findings suggest that the synthesis of PLCzeta mRNA starts when spermiogenesis is initiated. Microinjection of porcine PLCzeta complementary RNA into porcine oocytes demonstrated that porcine PLCzeta has the ability to trigger repetitive Ca2+ transients in porcine oocytes similar to that observed during fertilization. It was also found that porcine PLCzeta cRNA has the potential to induce oocyte activation and initiate embryonic development up to the blastocyst stage.


Subject(s)
Calcium Signaling , Oogenesis/physiology , Swine/metabolism , Testis/enzymology , Type C Phospholipases/physiology , Amino Acid Sequence , Animals , Base Sequence , Calcium/analysis , Calcium/metabolism , Cloning, Molecular , DNA/analysis , Female , Fertilization in Vitro , Gene Expression , Male , Mice , Microinjections , Molecular Sequence Data , Oocytes/drug effects , Oocytes/metabolism , Oogenesis/drug effects , RNA, Complementary/pharmacology , Sequence Alignment , Spermatogenesis , Testis/growth & development , Type C Phospholipases/genetics
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