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Bartosz Czech1, Magda Mielczarek1,2, Magdalena Frąszczak1, Joanna Szyda1,2
1Wrocław University of Environmental and Life Sciences, Biostatistics Group2National Research Institute of Animal Production
Breed specific referencegenomes in cattle
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Objectives
• Identification of breed-specific SNPs
• Creating breed-specific reference genomes
• Annotation of breed-specific SNPs
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Material
• Whole genome DNA-seq – 936 individuals
• Reference genome UMD 3.1
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Methods
BWA-MEM
ALIGNMENT
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Methods
BWA-MEM
ALIGNMENT
GATK
POST-ALIGNMENT PROCESSING
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Methods
BWA-MEM
ALIGNMENT
GATK
POST-ALIGNMENT PROCESSING
SAMTOOLS
SNP-CALLING
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Methods
BWA-MEM
ALIGNMENT
GATK
POST-ALIGNMENT PROCESSING
SAMTOOLS
SNP-CALLING
PYVCF
1ST FILTRATION
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Methods
BWA-MEM
ALIGNMENT
GATK
POST-ALIGNMENT PROCESSING
SAMTOOLS
SNP-CALLING
PYVCF
1ST FILTRATION
• SNPs with 2≥ alternative alleles
• SNPs never observed on forward and reverse read
• SNPs with overall quality below 20 and mapping quality below 30
• DP
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Methods
BWA-MEM
ALIGNMENT
GATK
POST-ALIGNMENT
PROCESSING
SAMTOOLS
SNP-CALLING
PYVCF
1ST FILTRATION
• Two SNPs assigned the same bp position
• InDels revealed another InDel closer than 10 bp
• SNPs revealed another SNP closer than 3 bp
• SNPs closer than 5 bp to InDels
POST-ALIGNMENT PROCESSING
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Methods
BWA-MEM
ALIGNMENT
GATK
POST-ALIGNMENT PROCESSING
SAMTOOLS
SNP-CALLING
PYVCF
1ST FILTRATION
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Methods
VCF-TOOLS
2ND FILTRATION
• AF ≠ 1
• Missing genotypes
>7%
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Methods
VCF-TOOLS
2ND FILTRATION
R
VENN DIAGRAM
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Methods
VCF-TOOLS
2ND FILTRATION
R
VENN DIAGRAM
VEP, KOBAS, BioMart,
AnimalQTLdb
ANNOTATION
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Results
BreedTotal number of
SNPs
Number of breed-
specific SNPs
% of breed-specific
SNPs
Angus 61 823 312 117 744 0.186
Brown Swiss 61 814 873 187 576 0.303
Fleckvieh 61 780 912 189 238 0.306
Hereford 61 813 028 73 772 0.119
Jersey 61 797 641 305 477 0.494
Limousin 61 820 287 61 623 0.100
Simmental 61 824 209 60 582 0.098
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Results
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Results
ANGUS BROWN SWISS
FLECKVIEH HEREFORD
LIMOUSINE SIMMENTAL
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Results
ANGUS BROWN SWISS
JERSEY LIMOUSINE
• SLC39A4 (BTA14) –
Acrodermatitis
enteropathica
• SLC4A2 (BTA4) –
Osteopetrosis
• LAMA3 (BTA24) –
Epidermolysis bullosa
• GON4L (BTA3) – dwarfism
• APOB (BTA11) – cholesterol
deficiency
• TG (BTA14) – familial goitre
• COL7A1 (BTA22) -
Epidermolysis bullosa
• PFAS (BTA19) – abortion
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Results
ANGUS BROWN SWISS
• iron content in mussels• milk characteristics: milk
solids, overall proteins,
alpha-casein, alpha-
lactalbumin, kappa-casein,
beta-casein percentages,
milk lactose content and yield
• somatic cell score
• growth traits: body weight,
longissimus muscle area and
gastrointestinal nematode
burden
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Conclusions
• Differences observed between breeds express the
dynamics of changes in the Bos taurus genome
• Breed specific reference genomes increase the accuracy
of GWAS and SNP genotypes imputation
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Acknowledgement
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Thank you for your attention!
Czech B, Frąszczak M, Mielczarek M, Szyda J (2018)
Identification and annotation of breed-specific single nucleotide
polymorphisms in Bos taurus genomes. PLoS ONE 13(6): e0198419.
https://doi.org/10.1371/journal.pone.0198419