TY - JOUR
T1 - Genetic dissection of femur breaking strength in a large population (MRL/MpJ x SJL/J) of F2 mice
T2 - Single QTL effects, epistasis, and pleiotropy
AU - Li, Xinmin
AU - Masinde, Godfred
AU - Gu, Weikuan
AU - Wergedal, Jon
AU - Mohan, Subburaman
AU - Baylink, David J.
N1 - Bone breaking strength is an ultimate measurement of the risk of fracture. For a practical reason, bone mineral density (BMD) has been commonly used f...
PY - 2002/5
Y1 - 2002/5
N2 - Bone breaking strength is an ultimate measurement of the risk of fracture. For a practical reason, bone mineral density (BMD) has been commonly used for predicting the risk instead. To identify genetic loci influencing femur-breaking strength (FBS), which was measured by three-point bending using an Instron DynaMight Low-Force Testing System, the whole-genome scan was carried out using 119 polymorphic markers in 633 (MRL x SJL) F2 female mice. We identified six significant quantitative trait loci (QTL) affecting bone breaking strength on chromosomes 1, 2, 8, 9, 10, and 17, which together explained 23% of F2 variance. Of those, the QTL on chromosomes 2, 8, and 10 seem to be unique to bone breaking strength, whereas the remaining three QTL are concordant with femur BMD QTL. Genetic analysis suggests that, of these six FBS QTL, three influence BMD, two influence bone quality, and one influences bone size. We detected multiple significant epistatic interactions for FBS, which accounts for half (14.6%) of F2 variance compared with significant single QTL effects. We found evidence that pleiotropic effect might represent a common genetic mechanism to coordinately regulate bone-related phenotypes. Pleiotropic analysis also suggests that our current threshold level for significant QTL may be too high to detect biologically significant QTL with small effect. Together with epistatic interactions, these undetected small QTL could explain 30% of genetic variance that remains unaccounted for in this study (heritability estimate for FBS is 68%). Our findings in single QTL effects, epistasis, and pleiotropy demonstrate that partially overlapped but distinct combinations of genetic loci in MRL/MpJ and SJL/J inbred strains of mice regulate bone strength and bone density. Identification of the genes unique to FBS may have an impact on prediction of osteoporosis in human.
AB - Bone breaking strength is an ultimate measurement of the risk of fracture. For a practical reason, bone mineral density (BMD) has been commonly used for predicting the risk instead. To identify genetic loci influencing femur-breaking strength (FBS), which was measured by three-point bending using an Instron DynaMight Low-Force Testing System, the whole-genome scan was carried out using 119 polymorphic markers in 633 (MRL x SJL) F2 female mice. We identified six significant quantitative trait loci (QTL) affecting bone breaking strength on chromosomes 1, 2, 8, 9, 10, and 17, which together explained 23% of F2 variance. Of those, the QTL on chromosomes 2, 8, and 10 seem to be unique to bone breaking strength, whereas the remaining three QTL are concordant with femur BMD QTL. Genetic analysis suggests that, of these six FBS QTL, three influence BMD, two influence bone quality, and one influences bone size. We detected multiple significant epistatic interactions for FBS, which accounts for half (14.6%) of F2 variance compared with significant single QTL effects. We found evidence that pleiotropic effect might represent a common genetic mechanism to coordinately regulate bone-related phenotypes. Pleiotropic analysis also suggests that our current threshold level for significant QTL may be too high to detect biologically significant QTL with small effect. Together with epistatic interactions, these undetected small QTL could explain 30% of genetic variance that remains unaccounted for in this study (heritability estimate for FBS is 68%). Our findings in single QTL effects, epistasis, and pleiotropy demonstrate that partially overlapped but distinct combinations of genetic loci in MRL/MpJ and SJL/J inbred strains of mice regulate bone strength and bone density. Identification of the genes unique to FBS may have an impact on prediction of osteoporosis in human.
KW - Bone mineral density
KW - Bone strength
KW - Epistasis
KW - Heritability
KW - Pleiotropy
KW - Quantitative Trait, Heritable
KW - Male
KW - Chromosome Mapping
KW - Genetic Markers
KW - Mice, Inbred Strains
KW - Femoral Fractures/genetics
KW - Lod Score
KW - Phenotype
KW - Animals
KW - Epistasis, Genetic
KW - Female
KW - Mice
KW - Bone Density/genetics
KW - Genome
KW - Femur/metabolism
KW - Crosses, Genetic
UR - https://www.scopus.com/pages/publications/0036252133
UR - https://www.scopus.com/pages/publications/0036252133#tab=citedBy
U2 - 10.1006/geno.2002.6760
DO - 10.1006/geno.2002.6760
M3 - Article
C2 - 11991724
SN - 0888-7543
VL - 79
SP - 734
EP - 740
JO - Genomics
JF - Genomics
IS - 5
ER -