title: High-resolution genome screen for bone mineral density in heterogeneous stock rat.
abstract: We previously demonstrated that skeletal mass, structure, and biomechanical properties vary considerably in heterogeneous stock (HS) rat strains. In addition, we observed strong heritability for several of these skeletal phenotypes in the HS rat model, suggesting that it represents a unique genetic resource for dissecting the complex genetics underlying bone fragility. The purpose of this study was to identify and localize genes associated with bone mineral density in HS rats. We measured bone phenotypes from 1524 adult male and female HS rats between 17 and 20 weeks of age. Phenotypes included dual-energy X-ray absorptiometry (DXA) measurements for bone mineral content and areal bone mineral density (aBMD) for femur and lumbar spine (L3-L5), and volumetric BMD measurements by CT for the midshaft and distal femur, femur neck, and fifth lumbar vertebra (L5). A total of 70,000 polymorphic single-nucleotide polymorphisms (SNPs) distributed throughout the genome were selected from genotypes obtained from the Affymetrix rat custom SNPs array for the HS rat population. These SNPs spanned the HS rat genome with a mean linkage disequilibrium coefficient between neighboring SNPs of 0.95. Haplotypes were estimated across the entire genome for each rat using a multipoint haplotype reconstruction method, which calculates the probability of descent for each genotyped locus from each of the eight founder HS strains. The haplotypes were tested for association with each bone density phenotype via a mixed model with covariate adjustment. We identified quantitative trait loci (QTLs) for BMD phenotypes on chromosomes 2, 9, 10, and 13 meeting a conservative genomewide empiric significance threshold (false discovery rate [FDR] = 5%; p < 3 × 10(-6)). Importantly, most QTLs were localized to very small genomic regions (1-3 megabases [Mb]), allowing us to identify a narrow set of potential candidate genes including both novel genes and genes previously shown to have roles in skeletal development and homeostasis.
authors.affiliation: Department of Medicine, Indiana University School of Medicine, IN, USA.
authors.forename: Imranul
authors.initials: I
authors.lastname: Alam
authors.forename: Daniel L
authors.initials: DL
authors.lastname: Koller
authors.forename: Toni
authors.initials: T
authors.lastname: Cañete
authors.forename: Gloria
authors.initials: G
authors.lastname: Blázquez
authors.forename: Regina
authors.initials: R
authors.lastname: López-Aumatell
authors.forename: Esther
authors.initials: E
authors.lastname: Martínez-Membrives
authors.forename: Sira
authors.initials: S
authors.lastname: Díaz-Morán
authors.forename: Adolf
authors.initials: A
authors.lastname: Tobeña
authors.forename: Alberto
authors.initials: A
authors.lastname: Fernández-Teruel
authors.forename: Pernilla
authors.initials: P
authors.lastname: Stridh
authors.forename: Margarita
authors.initials: M
authors.lastname: Diez
authors.forename: Tomas
authors.initials: T
authors.lastname: Olsson
authors.forename: Martina
authors.initials: M
authors.lastname: Johannesson
authors.forename: Amelie
authors.initials: A
authors.lastname: Baud
authors.forename: Michael J
authors.initials: MJ
authors.lastname: Econs
authors.forename: Tatiana
authors.initials: T
authors.lastname: Foroud
mesh_terms: D000818:Animals; D015519:Bone Density / Q000235:genetics*; D033481:Chromosomes, Mammalian / Q000235:genetics; D005260:Female; D005272:Femur Neck / Q000502:physiology; D008040:Genetic Linkage; D005820:Genetic Testing; D016678:Genome / Q000235:genetics*; D055106:Genome-Wide Association Study; D008159:Lumbar Vertebrae / Q000502:physiology; D008297:Male; D010641:Phenotype; D051381:Rats
keywords: BONE DENSITY; GENES; GENETICS; HETEROGENEOUS STOCK RAT; OSTEOPOROSIS