title: ALG: automated genotype calling of Luminex assays.
abstract: Single nucleotide polymorphisms (SNPs) are the most commonly used polymorphic markers in genetics studies. Among the different platforms for SNP genotyping, Luminex is one of the less exploited mainly due to the lack of a robust (semi-automated and replicable) freely available genotype calling software. Here we describe a clustering algorithm that provides automated SNP calls for Luminex genotyping assays. We genotyped 3 SNPs in a cohort of 330 childhood leukemia patients, 200 parents of patient and 325 healthy individuals and used the Automated Luminex Genotyping (ALG) algorithm for SNP calling. ALG genotypes were called twice to test for reproducibility and were compared to sequencing data to test for accuracy. Globally, this analysis demonstrates the accuracy (99.6%) of the method, its reproducibility (99.8%) and the low level of no genotyping calls (3.4%). The high efficiency of the method proves that ALG is a suitable alternative to the current commercial software. ALG is semi-automated, and provides numerical measures of confidence for each SNP called, as well as an effective graphical plot. Moreover ALG can be used either through a graphical user interface, requiring no specific informatics knowledge, or through command line with access to the open source code. The ALG software has been implemented in R and is freely available for non-commercial use either at http://alg.sourceforge.net or by request to mathieu.bourgey@umontreal.ca.
authors.affiliation: Sainte-Justine Hospital Research Center, University of Montreal, Montreal, Quebec, Canada. mathieu.bourgey@umontreal.ca
authors.forename: Mathieu
authors.initials: M
authors.lastname: Bourgey
authors.forename: Mathieu
authors.initials: M
authors.lastname: Lariviere
authors.forename: Chantal
authors.initials: C
authors.lastname: Richer
authors.forename: Daniel
authors.initials: D
authors.lastname: Sinnett
mesh_terms: D000465:Algorithms; D000483:Alleles; D001681:Biological Assay / Q000379:methods*; D002675:Child, Preschool; D005260:Female; D005838:Genotype; D006801:Humans; D008297:Male; D020641:Polymorphism, Single Nucleotide / Q000235:genetics