Introduction to Animal Breeding & Genomics Sinead McParland Teagasc, Moorepark, Ireland.

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Presentation transcript:

Introduction to Animal Breeding & Genomics Sinead McParland Teagasc, Moorepark, Ireland

Overview Changes to traditional animal breeding Using DNA in animal breeding Microsatellites SNPs A method to reduce cost of genomic testing Can SNP information replace microsatellites? Some terms to help you through today!!

Traditional Animal Breeding Calf produces 500 kg milk solids & 400 day CI Bull EBI reliability 30%

Bull completes his progeny test Bull has 100 daughters milking More of his DNA expressed in the population Bull reliability for milk ~80%

At birth we know about parts of the calf DNA Calf BV reliability increases to ~ 50% Equivalent of 15 daughters milking Using technology of today

DNA - From the tip of your nose to the tops of your toes!! DNA is the same in every cell of your body and doesn’t change throughout your life Cells can contain 6-9 feet of DNA. The total length of DNA in a human body equals to 600 times the distance of the Earth and the Sun.

How do we use this DNA information?

Microsatellites Short repeats of DNA sequence A C A A A A C C C Caused by mutations and subsequently passed to progeny Used for parentage verification …GTCCGTACACACACTTATCAA…

What is a SNP? Single Nucleotide Polymorphism Occurs ~ once / 600 nucleotides … ACGTACGTCAATGACTTTTACGTAT… … ACGTACGACAATGACTTTTACGTAT… Change 99.9% of human DNA is identical – most of the differences are in the form of SNPs

As an aside.... Human, mouse, tiger, sea squid & fruitfly eyes come from a common source Humans share 50% of their DNA with bananas!!!

How do SNPs relate to performance? The cattle genome has ~ 3 billion nucleotides Scientists have discovered ~ 40 million SNPs At a SNP locus different variants are present Different variants have different associations with performance

SNP effect on performance SNPVarMilkBeef 1A G A T nA

Genomic selection Increase accuracy of selection at a younger age Traditionally used parental information Progeny = ½ mother + ½ father DNA Progeny = average of mother & father BVs Assumed full sibs were identical Available SNP information can be used to supplement the traditional approach See difference in full-sibs at birth

Full sib family F1F2F3F4F5 Indentifying Mendelian sampling term

Why not 100% accurate? Phenotypes / performance are typically affected by more than one gene Up to 80% of human stature attributable to genetics – no major gene found to date Genes may influence more than one phenotype / performance Genes interact with one another Genes interact with the environment

Cost of sequencing has decreased Capillary sequencing Applied Biosciences (2004) $15,000,000 Next-generation sequencing Illumina (2011) $15,000 But we don’t need to know about EVERY piece of DNA in the body

54,609 SNPs 777,962 SNPs BovineLD High Density chip 50k chip Different SNP platforms (levels of DNA information) available 6,909 SNPs IMPUTE

…..TCACCGCTGAG….. …..CAGATAGGATT….. …..??G??????A??…. …..??T??????T??….. Sire Offspring Imputation

…..TCACCGCTGAG….. …..CAGATAGGATT….. ….CAGATAGGATT….. …..??T??????T??….. Sire Offspring Imputation

…..TCACCGCTGAG….. …..CAGATAGGATT….. …..??T??????T??….. Sire Offspring …..?????????????….. Dam …..AGTACATCTAG….. …..CAGATGGATTG….. …..AGTCGTGACTG….. Population ………………………………..….. …..AGTACATCTAG….. …..CAGATGGATTG….. MG-Sire Imputation ….CAGATAGGATT…..

…..TCACCGCTGAG….. …..CAGATAGGATT….. ….CAGATAGGATT….. ….AGTACATCTAG….. Sire Offspring …..?????????????….. Dam …..AGTACATCTAG….. …..CAGATGGATTG….. …..AGTCGTGACTG….. Population ………………………………..….. …..AGTACATCTAG….. …..CAGATGGATTG….. MG-Sire Imputation Accuracy Sire is known – 99% No sire or MGS – 98%

…..TCACCGCTGAG….. …..CAGATAGGATT….. …..??G??????A??…. …..??T??????T??….. Sire Offspring Parentage

…..TCACCGCTGAG….. …..CAGATAGGATT….. …..??T??????T??….. Sire Offspring Parentage …..TCGGGCTGTG….. …..CAGATAGGATT….. Database Sire 1 Sire 2 …..TCACCGCTGAG….. …..CAAATAGGCTT….. Sire 3 Sire 4 …..??A??????C??….

….CAAATAGGCTT….. …..??T??????T??….. Offspring Parentage …..TCGGGCTGTG….. …..CAGATAGGATT….. Database Sire 1 Sire 2 …..TCACCGCTGAG….. …..CAAATAGGCTT….. Sire 3 Sire 4 80% of parentage errors corrected using this method

What options are available? Illumina 6,909 (LD) 54,609 (50k) 777,962 (HD) LD + additional selected SNPs (LD+) Affymatrix 608,874 (BOS1) 50,000 (customised) can work across species

Recessive genetic disorders AB BB AA Non-CVM allele (B) expressed whenever present CVM Allele is recessive “hidden” when with non-CVM AB Has CVM Carries CVM No CVM

Screen for CVM through genotyping BB AA Customised chip will identify “carriers” of genetic recessive disorders Choose NOT to breed from carriers of CVM AB No CVM

To Conclude Differences seen between individuals of a species are mostly due to SNPs We can relate SNP variants to performance Genomic selection SNP information can also be used to predict parentage accurately Imputation is a method to accurately predict SNP variants present cheaper than traditionally Customised chips to be developed for Ireland