A SNP molecular marker associated with age at first mating in pigs
A technology of molecular markers and traits, applied in recombinant DNA technology, microbial measurement/inspection, DNA/RNA fragments, etc., can solve problems such as cost increase
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Embodiment 1
[0032] Embodiment 1: Genotyping and detection
[0033] (1) Genomic DNA was extracted by collecting ear samples of Danish large white pigs from a certain pig farm in southern China (commercially purchased kits were used according to conventional methods) and tested for quality, and gene analysis was performed by GeneSeek Porcine 50K SNP high-density chip Type to get SNP typing data.
[0034] Use Plink1.9 software to convert the original data into VCF format, and then use this software to perform quality control on VCF format files, specifically:
[0035]1) maf 0.01: remove the SNP sites whose minimum allele frequency is less than 1%;
[0036] 2) geno 0.1: SNP sites whose genotype detection rate is less than 90% are eliminated;
[0037] 3) mind 0.1: Eliminate individuals whose genotype deletion rate is greater than 10%;
[0038] 4) hwe le-6: remove the SNP sites with Hardy-Weinberg balance test P value less than 10-6,
[0039] 5) Use beagle 4.1 software to fill in the missin...
Embodiment 2
[0042] Example 2: The method in the genome-wide association analysis of pig first mating age traits
[0043] The phenotype data of age at first mating of Dan-line Large White pigs used for association analysis with genotypes came from a pig farm in southern China, with a total of 786 individuals. Genome-wide association analysis (GWAS) was performed using the FarmCPU model in the MVP package under the R language. The specific model is as follows: y i = M i1 b 1 +M i2 b 2 +...+M it b t +S ij d j +e i (1) where y i is the trait observation value of the i-th individual; M i1 , M i2 ,...,M it is the genotype of t possible association sites added to the model, and this part is empty in the first iteration; b 1 , b 2 ,...,b t is the corresponding effect value of the possible association sites added to the model; S ij is the genotype of the jth genetic marker of the i individual; d j is S ij The corresponding effect value of e i is the residual vector; y i = u i...
Embodiment 3
[0049] Example 3: The application of the molecular marker typing method of the accession number rs81253440 fragment in the correlation analysis of pig first mating age traits
[0050] / rs81253440 Molecular marker (Sequence Listing SWQ ID NO: 1) and correlation analysis of age at first mating of pigs:
[0051] The association analysis of rs81253440 molecular marker and age at first mating traits of pigs was carried out using mixed linear model (MLM). The specific model is as follows:
[0052] the y ijklmn =μ+G i +HYS j +ID m +ε ijklmn
[0053] Among them, y ijklmn is the phenotypic value of the m-th individual's first mating age trait; μ is the group mean; G i is the genotype effect, HYS k is the joint effect of place of birth, year of birth and season of birth (fixed effect); ID m is the individual additive effect (random effect), ε ijklmno is the residual effect of the model, and the F test was used to analyze the significance of the differences in the age at first...
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