Abstract
Accurate and complete measurement of single nucleotide (SNP) and copy number (CNV) variants, both common and rare, will be required to understand the role of genetic variation in disease. We present Birdsuite, a four-stage analytical framework instantiated in software for deriving integrated and mutually consistent copy number and SNP genotypes. The method sequentially assigns copy number across regions of common copy number polymorphisms (CNPs), calls genotypes of SNPs, identifies rare CNVs via a hidden Markov model (HMM), and generates an integrated sequence and copy number genotype at every locus (for example, including genotypes such as A-null, AAB and BBB in addition to AA, AB and BB calls). Such genotypes more accurately depict the underlying sequence of each individual, reducing the rate of apparent mendelian inconsistencies. The Birdsuite software is applied here to data from the Affymetrix SNP 6.0 array. Additionally, we describe a method, implemented in PLINK, to utilize these combined SNP and CNV genotypes for association testing with a phenotype.
MeSH Terms
Algorithms
Chromosomes, Human/genetics
Chromosomes, Human, Pair 4/genetics
DNA/genetics
Female
Gene Dosage/genetics
Genome, Human
Genotype
Haplotypes/genetics
Humans
Male
Markov Chains
Models, Statistical
Oligonucleotide Array Sequence Analysis
Polymerase Chain Reaction
Polymorphism, Single Nucleotide
Software
Authors & Affiliations
16 authors, click to expand affiliations / ORCID
Korn Joshua M
Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts 02142, USA.
[email protected]
Kuruvilla Finny G
McCarroll Steven A
Wysoker Alec
Nemesh James
Cawley Simon
Hubbell Earl
Veitch Jim
Collins Patrick J
Darvishi Katayoon
Lee Charles
Nizzari Marcia M
Gabriel Stacey B
Purcell Shaun
Daly Mark J
Altshuler David
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