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Packialakshmi B, Liyanage R, Lay JO, Okimoto R, Rath NC. Proteomic Changes in the Plasma of Broiler Chickens with Femoral Head Necrosis. Biomark Insights 2016; 11:55-62. [PMID: 27147818 PMCID: PMC4849419 DOI: 10.4137/bmi.s38291] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2015] [Revised: 02/19/2016] [Accepted: 02/18/2016] [Indexed: 12/25/2022] Open
Abstract
Femoral head necrosis (FHN) is a skeletal problem in broiler chickens, where the proximal femoral head cartilage shows susceptibility to separation from its growth plate. The selected birds with FHN showed higher body weights and reduced plasma cholesterol. The proteomic differences in the plasma of healthy and FHN-affected chickens were explored using matrix-assisted laser desorption ionization time of flight mass spectrometry (MALDI-TOF-MS) and liquid chromatography/electrospray ionization-tandem mass spectrometry (LC-MS/MS) to prospect for protein biomarkers. We isolated two differentially expressed low molecular weight proteins and identified them by MALDI peptide mass fingerprinting as fibrinogen- and fetuin-derived peptides, respectively. These peptides were reduced in birds susceptible to femoral head problems. Quantitation of LC-MS/MS spectra showed elevated levels of gallinacin-9, apolipoprotein A1, and hemoglobin and reduced levels of alpha-1-acid glycoprotein, albumin, and SPINK7 proteins in FHN. These results suggest that the bodyweight and the lipid profiles along with the above proteins can be useful as noninvasive biomarkers of FHN.
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Affiliation(s)
- Balamurugan Packialakshmi
- Cell and Molecular Biology Program, University of Arkansas, Fayetteville, AR, USA.; Department of Poultry Science, University of Arkansas, Fayetteville, AR, USA.; PPPSRU, USDA, Agricultural Research Service, Fayetteville, AR, USA
| | - Rohana Liyanage
- Department of Chemistry and Biochemistry, University of Arkansas, Fayetteville, AR, USA
| | - Jackson O Lay
- Department of Chemistry and Biochemistry, University of Arkansas, Fayetteville, AR, USA
| | | | - Narayan C Rath
- PPPSRU, USDA, Agricultural Research Service, Fayetteville, AR, USA
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2
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Alam I, Koller DL, Cañete T, Blázquez G, Mont-Cardona C, López-Aumatell R, Martínez-Membrives E, Díaz-Morán S, Tobeña A, Fernández-Teruel A, Stridh P, Diez M, Olsson T, Johannesson M, Baud A, Econs MJ, Foroud T. Fine mapping of bone structure and strength QTLs in heterogeneous stock rat. Bone 2015; 81:417-426. [PMID: 26297441 PMCID: PMC4641024 DOI: 10.1016/j.bone.2015.08.013] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2015] [Revised: 08/14/2015] [Accepted: 08/17/2015] [Indexed: 11/26/2022]
Abstract
We previously demonstrated that skeletal structure and strength phenotypes vary considerably in heterogeneous stock (HS) rats. These phenotypes were found to be strongly heritable, suggesting that the HS rat model represents a unique genetic resource for dissecting the complex genetic etiology underlying bone fragility. The purpose of this study was to identify and localize genes associated with bone structure and strength phenotypes using 1524 adult male and female HS rats between 17 to 20 weeks of age. Structure measures included femur length, neck width, head width; femur and lumbar spine (L3-5) areas obtained by DXA; and cross-sectional areas (CSA) at the midshaft, distal femur and femoral neck, and the 5th lumbar vertebra measured by CT. In addition, measures of strength of the whole femur and femoral neck were obtained. Approximately 70,000 polymorphic SNPs distributed throughout the rat genome were selected for genotyping, 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 at each locus from each of the 8 HS founder strains. The haplotypes were then tested for association with each structure and strength phenotype via a mixed model with covariate adjustment. We identified quantitative trait loci (QTLs) for structure phenotypes on chromosomes 3, 8, 10, 12, 17 and 20, and QTLs for strength phenotypes on chromosomes 5, 10 and 11 that met a conservative genome-wide empiric significance threshold (FDR=5%; P<3×10(-6)). Importantly, most QTLs were localized to very narrow genomic regions (as small as 0.3 Mb and up to 3 Mb), each harboring a small set of candidate genes, both novel and previously shown to have roles in skeletal development and homeostasis.
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Affiliation(s)
- Imranul Alam
- Medicine, Indiana University School of Medicine, IN, USA.
| | - Daniel L Koller
- Medical and Molecular Genetics, Indiana University School of Medicine, IN, USA
| | - Toni Cañete
- Department of Psychiatry and Forensic Medicine, Institute of Neurosciences, School of Medicine, Universitat Autònoma de Barcelona, 08193-Bellaterra, Barcelona, Spain
| | - Gloria Blázquez
- Department of Psychiatry and Forensic Medicine, Institute of Neurosciences, School of Medicine, Universitat Autònoma de Barcelona, 08193-Bellaterra, Barcelona, Spain
| | - Carme Mont-Cardona
- Department of Psychiatry and Forensic Medicine, Institute of Neurosciences, School of Medicine, Universitat Autònoma de Barcelona, 08193-Bellaterra, Barcelona, Spain
| | | | - Esther Martínez-Membrives
- Department of Psychiatry and Forensic Medicine, Institute of Neurosciences, School of Medicine, Universitat Autònoma de Barcelona, 08193-Bellaterra, Barcelona, Spain
| | - Sira Díaz-Morán
- Department of Psychiatry and Forensic Medicine, Institute of Neurosciences, School of Medicine, Universitat Autònoma de Barcelona, 08193-Bellaterra, Barcelona, Spain
| | - Adolf Tobeña
- Department of Psychiatry and Forensic Medicine, Institute of Neurosciences, School of Medicine, Universitat Autònoma de Barcelona, 08193-Bellaterra, Barcelona, Spain
| | - Alberto Fernández-Teruel
- Department of Psychiatry and Forensic Medicine, Institute of Neurosciences, School of Medicine, Universitat Autònoma de Barcelona, 08193-Bellaterra, Barcelona, Spain
| | - Pernilla Stridh
- Clinical Neuroscience, Center for Molecular Medicine, Neuroimmunolgy Unit, Karolinska Institutet, S171 76 Stockholm, Sweden
| | - Margarita Diez
- Clinical Neuroscience, Center for Molecular Medicine, Neuroimmunolgy Unit, Karolinska Institutet, S171 76 Stockholm, Sweden
| | - Tomas Olsson
- Clinical Neuroscience, Center for Molecular Medicine, Neuroimmunolgy Unit, Karolinska Institutet, S171 76 Stockholm, Sweden
| | - Martina Johannesson
- Clinical Neuroscience, Center for Molecular Medicine, Neuroimmunolgy Unit, Karolinska Institutet, S171 76 Stockholm, Sweden
| | - Amelie Baud
- Wellcome Trust Center for Human Genetics, Oxford OX3 7BN, United Kingdom
| | - Michael J Econs
- Medicine, Indiana University School of Medicine, IN, USA; Medical and Molecular Genetics, Indiana University School of Medicine, IN, USA
| | - Tatiana Foroud
- Medical and Molecular Genetics, Indiana University School of Medicine, IN, USA
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3
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Genetic regulation of bone strength: a review of animal model studies. BONEKEY REPORTS 2015; 4:714. [PMID: 26157577 DOI: 10.1038/bonekey.2015.83] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/08/2015] [Accepted: 04/16/2015] [Indexed: 12/24/2022]
Abstract
Population- and family-based studies have established that fragility fracture risk is heritable; yet, the genome-wide association studies published to date have only accounted for a small fraction of the known variation for fracture risk of either the femur or the lumbar spine. Much work has been carried out using animal models toward finding genetic loci that are associated with bone strength. Studies using animal models overcome some of the issues associated with using patient data, but caution is needed when interpreting the results. In this review, we examine the types of tests that have been used for forward genetics mapping in animal models to identify loci and/or genes that regulate bone strength and discuss the limitations of these test methods. In addition, we present a summary of the quantitative trait loci that have been mapped for bone strength in mice, rats and chickens. The majority of these loci co-map with loci for bone size and/or geometry and thus likely dictate strength via modulating bone size. Differences in bone matrix composition have been demonstrated when comparing inbred strains of mice, and these matrix differences may be associated with differences in bone strength. However, additional work is needed to identify loci that act on bone strength at the materials level.
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Singh M, Singh P, Singh S, Juneja PK, Kaur T. A susceptibility haplotype within the endothelial nitric oxide synthase gene influences bone mineral density in hypertensive women. J Bone Miner Metab 2014; 32:580-7. [PMID: 24213141 DOI: 10.1007/s00774-013-0533-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2013] [Accepted: 10/14/2013] [Indexed: 10/26/2022]
Abstract
The influence of the coordinated effect of various single-nucleotide polymorphisms (SNPs) within the endothelial nitric oxide synthase (eNOS) gene on the risk of osteoporosis in hypertension has remained undetermined. Four pertinent SNPs of the eNOS gene, rs2070774, rs1799983, rs1800780 and rs3918181, were examined for the risk of osteoporosis in 313 hypertensive postmenopausal women in Northwest India. All the hypertensive women were verified with dual energy X-ray absorptiometry and categorized as 150 with osteoporosis and 163 without osteoporosis. The minor allele (T) of rs1799983 exerts a statistically significant risk for osteoporosis both in dominant [odds ratio (OR) 3.71, 95 % confidence interval (CI) 2.12-6.49, P < 0.001] and recessive mode (OR 5.75, 95 % CI 1.24-26.69, P = 0.036) after Bonferroni correction. Bone mineral density (BMD) values (corrected for the effects of risk variables) according to eNOS SNP genotypes revealed a significant association with rs1799983 at both the lumbar spine (P = 0.001) and femoral neck (P = 0.023). Risk association analyses revealed a susceptibility haplotype TTAG which influences the risk of osteoporosis (OR 2.02, 95 % CI 1.05-3.39, P = 0.042) in hypertension after adjusting for the effects of risk factors. Furthermore, this haplotype was significantly associated with BMD at the lumbar spine (P = 0.029) and femoral neck (P = 0.021) in a dose-dependent manner. The results suggest that possession of the TTAG haplotype of the eNOS gene may increase the risk of osteoporosis two-fold in hypertensive postmenopausal women in Northwest India.
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Affiliation(s)
- Monica Singh
- Molecular Genetics Laboratory, Department of Human Genetics, Punjabi University, Patiala, 147002, Punjab, India
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5
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Alam I, Koller DL, Cañete T, Blázquez G, López-Aumatell R, Martínez-Membrives E, Díaz-Morán S, Tobeña A, Fernández-Teruel A, Stridh P, Diez M, Olsson T, Johannesson M, Baud A, Econs MJ, Foroud T. High-resolution genome screen for bone mineral density in heterogeneous stock rat. J Bone Miner Res 2014; 29:1619-26. [PMID: 24643965 PMCID: PMC4074219 DOI: 10.1002/jbmr.2195] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2013] [Revised: 01/25/2014] [Accepted: 02/03/2014] [Indexed: 01/09/2023]
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.
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Affiliation(s)
- Imranul Alam
- Medicine, Indiana University School of Medicine, IN, USA
| | - Daniel L. Koller
- Medical and Molecular Genetics, Indiana University School of Medicine, IN, USA
| | - Toni Cañete
- Department of Psychiatry and Forensic Medicine, Institute of Neurosciences, School of Medicine, Universitat Autònoma deBarcelona, 08193-Bellaterra, Barcelona, Spain
| | - Gloria Blázquez
- Department of Psychiatry and Forensic Medicine, Institute of Neurosciences, School of Medicine, Universitat Autònoma deBarcelona, 08193-Bellaterra, Barcelona, Spain
| | | | - Esther Martínez-Membrives
- Department of Psychiatry and Forensic Medicine, Institute of Neurosciences, School of Medicine, Universitat Autònoma deBarcelona, 08193-Bellaterra, Barcelona, Spain
| | - Sira Díaz-Morán
- Department of Psychiatry and Forensic Medicine, Institute of Neurosciences, School of Medicine, Universitat Autònoma deBarcelona, 08193-Bellaterra, Barcelona, Spain
| | - Adolf Tobeña
- Department of Psychiatry and Forensic Medicine, Institute of Neurosciences, School of Medicine, Universitat Autònoma deBarcelona, 08193-Bellaterra, Barcelona, Spain
| | - Alberto Fernández-Teruel
- Department of Psychiatry and Forensic Medicine, Institute of Neurosciences, School of Medicine, Universitat Autònoma deBarcelona, 08193-Bellaterra, Barcelona, Spain
| | - Pernilla Stridh
- Clinical Neuroscience, Center for Molecular Medicine, Neuroimmunolgy Unit, Karolinska Institutet, S171 76 Stockholm, Sweden
| | - Margarita Diez
- Clinical Neuroscience, Center for Molecular Medicine, Neuroimmunolgy Unit, Karolinska Institutet, S171 76 Stockholm, Sweden
| | - Tomas Olsson
- Clinical Neuroscience, Center for Molecular Medicine, Neuroimmunolgy Unit, Karolinska Institutet, S171 76 Stockholm, Sweden
| | - Martina Johannesson
- Clinical Neuroscience, Center for Molecular Medicine, Neuroimmunolgy Unit, Karolinska Institutet, S171 76 Stockholm, Sweden
| | - Amelie Baud
- Wellcome Trust Center for Human Genetics, Oxford OX3 7BN, United Kingdom
| | - Michael J. Econs
- Medicine, Indiana University School of Medicine, IN, USA
- Medical and Molecular Genetics, Indiana University School of Medicine, IN, USA
| | - Tatiana Foroud
- Medicine, Indiana University School of Medicine, IN, USA
- Medical and Molecular Genetics, Indiana University School of Medicine, IN, USA
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6
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Lagerholm S, Park HB, Luthman H, Grynpas M, McGuigan F, Swanberg M, Åkesson K. Identification of candidate gene regions in the rat by co-localization of QTLs for bone density, size, structure and strength. PLoS One 2011; 6:e22462. [PMID: 21818327 PMCID: PMC3144887 DOI: 10.1371/journal.pone.0022462] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2011] [Accepted: 06/25/2011] [Indexed: 12/05/2022] Open
Abstract
Susceptibility to osteoporotic fracture is influenced by genetic factors that can be dissected by whole-genome linkage analysis in experimental animal crosses. The aim of this study was to characterize quantitative trait loci (QTLs) for biomechanical and two-dimensional dual-energy X-ray absorptiometry (DXA) phenotypes in reciprocal F2 crosses between diabetic GK and normo-glycemic F344 rat strains and to identify possible co-localization with previously reported QTLs for bone size and structure. The biomechanical measurements of rat tibia included ultimate force, stiffness and work to failure while DXA was used to characterize tibial area, bone mineral content (BMC) and areal bone mineral density (aBMD). F2 progeny (108 males, 98 females) were genotyped with 192 genome-wide markers followed by sex- and reciprocal cross-separated whole-genome QTL analyses. Significant QTLs were identified on chromosome 8 (tibial area; logarithm of odds (LOD) = 4.7 and BMC; LOD = 4.1) in males and on chromosome 1 (stiffness; LOD = 5.5) in females. No QTLs showed significant sex-specific interactions. In contrast, significant cross-specific interactions were identified on chromosome 2 (aBMD; LOD = 4.7) and chromosome 6 (BMC; LOD = 4.8) for males carrying F344mtDNA, and on chromosome 15 (ultimate force; LOD = 3.9) for males carrying GKmtDNA, confirming the effect of reciprocal cross on osteoporosis-related phenotypes. By combining identified QTLs for biomechanical-, size- and qualitative phenotypes (pQCT and 3D CT) from the same population, overlapping regions were detected on chromosomes 1, 3, 4, 6, 8 and 10. These are strong candidate regions in the search for genetic risk factors for osteoporosis.
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Affiliation(s)
- Sofia Lagerholm
- Clinical and Molecular Osteoporosis Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
| | - Hee-Bok Park
- Medical Genetics Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
| | - Holger Luthman
- Medical Genetics Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
| | - Marc Grynpas
- Institute of Biomaterials and Biomedical Engineering, University of Toronto and Samuel Lunenfeld Research Institute of Mount Sinai Hospital, Toronto, Canada
| | - Fiona McGuigan
- Clinical and Molecular Osteoporosis Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
| | - Maria Swanberg
- Clinical and Molecular Osteoporosis Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
| | - Kristina Åkesson
- Clinical and Molecular Osteoporosis Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
- Department of Orthopedics, Skåne University Hospital Malmö, Malmö, Sweden
- * E-mail:
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7
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Alam I, Koller DL, Sun Q, Roeder RK, Cañete T, Blázquez G, López-Aumatell R, Martínez-Membrives E, Vicens-Costa E, Mont C, Díaz S, Tobeña A, Fernández-Teruel A, Whitley A, Strid P, Diez M, Johannesson M, Flint J, Econs MJ, Turner CH, Foroud T. Heterogeneous stock rat: a unique animal model for mapping genes influencing bone fragility. Bone 2011; 48:1169-77. [PMID: 21334473 PMCID: PMC3078968 DOI: 10.1016/j.bone.2011.02.009] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2010] [Revised: 02/09/2011] [Accepted: 02/10/2011] [Indexed: 10/18/2022]
Abstract
Previously, we demonstrated that skeletal mass, structure and biomechanical properties vary considerably among 11 different inbred rat strains. Subsequently, we performed quantitative trait loci (QTL) analysis in four inbred rat strains (F344, LEW, COP and DA) for different bone phenotypes and identified several candidate genes influencing various bone traits. The standard approach to narrowing QTL intervals down to a few candidate genes typically employs the generation of congenic lines, which is time consuming and often not successful. A potential alternative approach is to use a highly genetically informative animal model resource capable of delivering very high resolution gene mapping such as Heterogeneous stock (HS) rat. HS rat was derived from eight inbred progenitors: ACI/N, BN/SsN, BUF/N, F344/N, M520/N, MR/N, WKY/N and WN/N. The genetic recombination pattern generated across 50 generations in these rats has been shown to deliver ultra-high even gene-level resolution for complex genetic studies. The purpose of this study is to investigate the usefulness of the HS rat model for fine mapping and identification of genes underlying bone fragility phenotypes. We compared bone geometry, density and strength phenotypes at multiple skeletal sites in HS rats with those obtained from five of the eight progenitor inbred strains. In addition, we estimated the heritability for different bone phenotypes in these rats and employed principal component analysis to explore relationships among bone phenotypes in the HS rats. Our study demonstrates that significant variability exists for different skeletal phenotypes in HS rats compared with their inbred progenitors. In addition, we estimated high heritability for several bone phenotypes and biologically interpretable factors explaining significant overall variability, suggesting that the HS rat model could be a unique genetic resource for rapid and efficient discovery of the genetic determinants of bone fragility.
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Affiliation(s)
- Imranul Alam
- Indiana University School of Medicine, Indiana University Indianapolis, IN, USA.
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8
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Lagerholm S, Park HB, Luthman H, Nilsson M, McGuigan F, Swanberg M, Akesson K. Genetic loci for bone architecture determined by three-dimensional CT in crosses with the diabetic GK rat. Bone 2010; 47:1039-47. [PMID: 20699128 DOI: 10.1016/j.bone.2010.08.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/11/2010] [Revised: 07/30/2010] [Accepted: 08/04/2010] [Indexed: 10/19/2022]
Abstract
The F344 rat carries alleles contributing to bone fragility while the GK rat spontaneously develops type-2 diabetes. These characteristics make F344×GK crosses well suited for the identification of genes related to bone size and allow for future investigation on the association with type-2 diabetes. The aim of this study was to identify quantitative trait loci (QTLs) for bone size phenotypes measured by a new application of three-dimensional computed tomography (3DCT) and to investigate the effects of sex- and reciprocal cross. Tibia from male and female GK and F344 rats, representing the parental, F1 and F2 generations, were examined with 3DCT and analyzed for: total and cortical volumetric BMD, straight and curved length, peri- and endosteal area at mid-shaft. F2 progeny (108 male and 98 female) were genotyped with 192 genome-wide microsatellite markers (average distance 10 cM). Sex- and reciprocal cross-separated QTL analyses were performed for the identification of QTLs linked to 3DCT phenotypes and true interactions were confirmed by likelihood ratio analysis in all F2 animals. Several genome-wide significant QTLs were found in the sex- and reciprocal cross-separated progeny on chromosomes (chr) 1, 3, 4, 9, 10, 14, and 17. Overlapping QTLs for both males and females in the (GK×F344)F2 progeny were located on chr 1 (39-67 cM). This region confirms previously reported pQCT QTLs and overlaps loci for fasting glucose. Sex separated linkage analysis confirmed a male specific QTL on chr 9 (67-82 cM) for endosteal area at the fibula site. Analyses separating the F2 population both by sex and reciprocal cross identified cross specific QTLs on chr 14 (males) and chr 3 and 4 (females). Two loci, chr 4 and 6, are unique to 3DCT and separate from pQCT generated loci. The 3DCT method was highly reproducible and provided high precision measurements of bone size in the rat enabling identification of new sex- and cross-specific loci. The QTLs on chr 1 indicate potential genetic association between bone-related phenotypes and traits affecting type-2 diabetes. The results illustrate the complexity of the genetic architecture of bone size phenotypes and demonstrate the importance of complementary methods for bone analysis.
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Affiliation(s)
- Sofia Lagerholm
- Lund University, Department of Clinical Sciences-Malmö, Clinical and Molecular Osteoporosis Unit, Malmö, Sweden.
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9
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Alam I, Carr LG, Liang T, Liu Y, Edenberg HJ, Econs MJ, Turner CH. Identification of genes influencing skeletal phenotypes in congenic P/NP rats. J Bone Miner Res 2010; 25:1314-25. [PMID: 20200994 PMCID: PMC3153136 DOI: 10.1002/jbmr.8] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2009] [Revised: 10/28/2009] [Accepted: 12/15/2010] [Indexed: 01/09/2023]
Abstract
We previously showed that alcohol-preferring (P) rats have higher bone density than alcohol-nonpreferring (NP) rats. Genetic mapping in P and NP rats identified a major quantitative trait locus (QTL) between 4q22 and 4q34 for alcohol preference. At the same location, several QTLs linked to bone density and structure were detected in Fischer 344 (F344) and Lewis (LEW) rats, suggesting that bone mass and strength genes might cosegregate with genes that regulate alcohol preference. The aim of this study was to identify the genes segregating for skeletal phenotypes in congenic P and NP rats. Transfer of the NP chromosome 4 QTL into the P background (P.NP) significantly decreased areal bone mineral density (aBMD) and volumetric bone mineral density (vBMD) at several skeletal sites, whereas transfer of the P chromosome 4 QTL into the NP background (NP.P) significantly increased bone mineral content (BMC) and aBMD in the same skeletal sites. Microarray analysis from the femurs using Affymetrix Rat Genome arrays revealed 53 genes that were differentially expressed among the rat strains with a false discovery rate (FDR) of less than 10%. Nine candidate genes were found to be strongly correlated (r(2) > 0.50) with bone mass at multiple skeletal sites. The top three candidate genes, neuropeptide Y (Npy), alpha synuclein (Snca), and sepiapterin reductase (Spr), were confirmed using real-time quantitative PCR (qPCR). Ingenuity pathway analysis revealed relationships among the candidate genes related to bone metabolism involving beta-estradiol, interferon-gamma, and a voltage-gated calcium channel. We identified several candidate genes, including some novel genes on chromosome 4 segregating for skeletal phenotypes in reciprocal congenic P and NP rats.
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Affiliation(s)
- Imranul Alam
- Departments of Biomedical Engineering, Indiana University Purdue University Indianapolis (IUPUI)Indianapolis, IN, USA
| | - Lucinda G Carr
- Medicine, Indiana University Purdue University Indianapolis (IUPUI)Indianapolis, IN, USA
- Pharmacology, Indiana University Purdue University Indianapolis (IUPUI)Indianapolis, IN, USA
| | - Tiebing Liang
- Medicine, Indiana University Purdue University Indianapolis (IUPUI)Indianapolis, IN, USA
| | - Yunlong Liu
- Medicine, Indiana University Purdue University Indianapolis (IUPUI)Indianapolis, IN, USA
| | - Howard J Edenberg
- Biochemistry and Molecular Biology, Indiana University Purdue University Indianapolis (IUPUI)Indianapolis, IN, USA
| | - Michael J Econs
- Medicine, Indiana University Purdue University Indianapolis (IUPUI)Indianapolis, IN, USA
| | - Charles H Turner
- Departments of Biomedical Engineering, Indiana University Purdue University Indianapolis (IUPUI)Indianapolis, IN, USA
- Biomechanics and Biomaterials Research Center, Indiana University Purdue University Indianapolis (IUPUI)Indianapolis, IN, USA
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10
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Saless N, Lopez Franco GE, Litscher S, Kattappuram RS, Houlihan MJ, Vanderby R, Demant P, Blank RD. Linkage mapping of femoral material properties in a reciprocal intercross of HcB-8 and HcB-23 recombinant mouse strains. Bone 2010; 46:1251-9. [PMID: 20102754 PMCID: PMC2854180 DOI: 10.1016/j.bone.2010.01.375] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2009] [Revised: 01/15/2010] [Accepted: 01/15/2010] [Indexed: 01/27/2023]
Abstract
Skeletal fragility is an important health problem with a large genetic component. We performed a 603 animal F2 reciprocal intercross of the recombinant congenic strains HcB-8 and HcB-23 to genetically map quantitative trait loci (QTLs) for tissue-level femoral biomechanical performance. These included elastic and post-yield strain, Young's modulus, elastic and maximum stress, and toughness and were calculated from 3-point bend testing of femora by the application of standard beam equations. We mapped these with R/qtl and QTL Cartographer and established significance levels empirically by permutation testing. Significant QTLs for at least one trait are present on chromosomes 1, 6, and 10 in the full F2 population, with additional QTLs evident in subpopulations defined by sex and cross direction. On chromosome 10, we find a QTL for post-yield strain and toughness, phenotypes that have not been mapped previously. Notably, the HcB-8 allele at this QTL increases post-yield strain and toughness, but decreases bone mineral density (BMD), while the material property QTLs on chromosomes 1, 6, and at a second chromosome 10 QTL are independent of BMD. We find significant sex x QTL and cross direction x QTL interactions. A robust, pleiotropic chromosome 4 QTL that we previously reported at the whole-bone level showed no evidence of linkage at the tissue-level, supporting our interpretation that modeling capacity is its primary phenotype. Our data demonstrate an inverse relationship between femoral perimeter and Young's modulus, with R(2)=0.27, supporting the view that geometric and material bone properties are subject to an integrated set of regulatory mechanisms. Mapping QTLs for tissue-level biomechanical performance advances understanding of the genetic basis of bone quality.
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Affiliation(s)
- Neema Saless
- University of Wisconsin, Madison, WI USA
- William S. Middleton Memorial Veterans Hospital, Madison WI USA
| | - Gloria E. Lopez Franco
- University of Wisconsin, Madison, WI USA
- William S. Middleton Memorial Veterans Hospital, Madison WI USA
| | - Suzanne Litscher
- University of Wisconsin, Madison, WI USA
- William S. Middleton Memorial Veterans Hospital, Madison WI USA
| | | | | | | | | | - Robert D. Blank
- University of Wisconsin, Madison, WI USA
- William S. Middleton Memorial Veterans Hospital, Madison WI USA
- Corresponding author at: Robert D. Blank, MD, PhD, H4/556 CSC (5148), 600 Highland Ave., Madison, WI 53792-5148, USA, 608-262-5586 (phone), 608-263-9983 (fax),
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11
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Havill LM, Allen MR, Bredbenner TL, Burr DB, Nicolella DP, Turner CH, Warren DM, Mahaney MC. Heritability of lumbar trabecular bone mechanical properties in baboons. Bone 2010; 46:835-40. [PMID: 19900599 PMCID: PMC3005696 DOI: 10.1016/j.bone.2009.11.002] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2008] [Revised: 11/02/2009] [Accepted: 11/02/2009] [Indexed: 11/29/2022]
Abstract
Genetic effects on mechanical properties have been demonstrated in rodents, but not confirmed in primates. Our aim was to quantify the proportion of variation in vertebral trabecular bone mechanical properties that is due to the effects of genes. L3 vertebrae were collected from 110 females and 46 male baboons (6-32 years old) from a single extended pedigree. Cranio-caudally oriented trabecular bone cores were scanned with microCT then tested in monotonic compression to determine apparent ultimate stress, modulus, and toughness. Age and sex effects and heritability (h(2)) were assessed using maximum likelihood-based variance components methods. Additive effects of genes on residual trait variance were significant for ultimate stress (h(2)=0.58), toughness (h(2)=0.64), and BV/TV (h(2)=0.55). When BV/TV was accounted for, the residual variance in ultimate stress accounted for by the additive effects of genes was no longer significant. Toughness, however, showed evidence of a non-BV/TV-related genetic effect. Overall, maximum stress and modulus show strong genetic effects that are nearly entirely due to bone volume. Toughness shows strong genetic effects related to bone volume and shows additional genetic effects (accounting for 10% of the total trait variance) that are independent of bone volume. These results support continued use of bone volume as a focal trait to identify genes related to skeletal fragility, but also show that other focal traits related to toughness and variation in the organic component of bone matrix will enhance our ability to find additional genes that are particularly relevant to fatigue-related fractures.
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Affiliation(s)
- L M Havill
- Department of Genetics, Southwest Foundation for Biomedical Research, San Antonio, TX 78227, USA.
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12
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Hansen HL, Bredbenner TL, Nicolella DP, Mahaney MC, Havill LM. Cross-sectional geometry of the femoral midshaft in baboons is heritable. Bone 2009; 45:892-7. [PMID: 19523547 PMCID: PMC3014089 DOI: 10.1016/j.bone.2009.05.028] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2008] [Revised: 05/08/2009] [Accepted: 05/29/2009] [Indexed: 11/20/2022]
Abstract
A great deal of research into the determinants of bone strength has unequivocally demonstrated that variation in bone strength is highly subject to genetic factors. Increasing attention in skeletal genetic studies is being paid to indicators of bone quality that complement studies of BMD, including studies of the genetic control of bone geometry. The aim of this study is to investigate the degree to which normal population-level variation in femoral midshaft geometry in a population of pedigreed baboons (Papio hamadryas spp.) can be attributed to the additive effect of genes. Using 110 baboons (80 females, 30 males), we 1) characterize normal variation in midshaft geometry of the femur with regard to age and sex, and 2) determine the degree to which the residual variation is attributable to additive genetic effects. Cross-sectional area (CSA), minimum (I(MIN)) and maximum (I(MAX)) principal moments of inertia, and polar moment of inertia (J) were calculated from digitized images of transverse midshaft sections. Maximum likelihood-based variance decomposition methods were used to estimate the mean effects of age, sex, and genes. Together age and sex effects account for approximately 56% of the variance in each property. In each case the effect of female sex is negative and that of age is positive, although of a lower magnitude than the effect of female sex. Increased age is associated with decreased mean cross-sectional geometry measures in the oldest females. Residual h(2) values range from 0.36 to 0.50, reflecting genetic effects accounting for 15% to 23% of the total phenotypic variance in individual properties. This study establishes the potential of the baboon model for the identification of genes that regulate bone geometric properties in primates. This model is particularly valuable because it allows for experimental designs, environmental consistency, availability of tissues, and comprehensive assessments of multiple integrated bone phenotypes that are not possible in human populations. The baboon is of particular importance in genetic studies, because it provides results that are likely highly relevant to the human condition due to the phylogenetic proximity of baboons to humans.
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Affiliation(s)
- Heather L. Hansen
- Department of Anthropology, Indiana University, Bloomington, IN 47408
| | - Todd L. Bredbenner
- Department of Materials Engineering, Southwest Research Institute San Antonio, TX 78238
| | - Daniel P. Nicolella
- Department of Materials Engineering, Southwest Research Institute San Antonio, TX 78238
| | - Michael C. Mahaney
- Department of Genetics, Southwest Foundation for Biomedical Research, San Antonio, TX 78245-0549
- Southwest National Primate Research Center, San Antonio, TX 78227
| | - Lorena M. Havill
- Department of Genetics, Southwest Foundation for Biomedical Research, San Antonio, TX 78245-0549
- Corresponding Author: Dr. Lorena M. Havill, Department of Genetics, Southwest Foundation for Biomedical Research, P.O. Box 760549, San Antonio, Texas 78245-0549, Telephone: 210-258-9875, Fax: 210-670-3344,
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13
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Alam I, Sun Q, Koller DL, Liu L, Liu Y, Edenberg HJ, Li J, Foroud T, Turner CH. Differentially expressed genes strongly correlated with femur strength in rats. Genomics 2009; 94:257-62. [PMID: 19482074 PMCID: PMC3052638 DOI: 10.1016/j.ygeno.2009.05.008] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2009] [Revised: 05/01/2009] [Accepted: 05/25/2009] [Indexed: 12/21/2022]
Abstract
The region of chromosome 1q33-q54 harbors quantitative trait loci (QTL) for femur strength in COPxDA and F344xLEW F2 rats. The purpose of this study is to identify the genes within this QTL region that contribute to the variation in femur strength. Microarray analysis was performed using RNA extracted from femurs of COP, DA, F344 and LEW rats. Genes differentially expressed in the 1q33-q54 region among these rat strains were then ranked based on the strength of correlation with femur strength in F2 animals derived from these rats. A total of 214 genes in this QTL region were differentially expressed among all rat strains, and 81 genes were found to be strongly correlated (r(2)>0.50) with femur strength. Of these, 12 candidate genes were prioritized for further validation, and 8 of these genes (Ifit3, Ppp2r5b, Irf7, Mpeg1, Bloc1s2, Pycard, Sec23ip, and Hps6) were confirmed by quantitative PCR (qPCR). Ingenuity Pathway Analysis suggested that these genes were involved in interferon alpha, nuclear factor-kappa B (NFkB), extracellular signal-related kinase (ERK), hepatocyte nuclear factor 4 alpha (HNF4A) and tumor necrosis factor (TNF) pathways.
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Affiliation(s)
- Imranul Alam
- Department of Biomedical Engineering, Indiana University Purdue University Indianapolis (IUPUI), 1120 South Drive, Fesler Hall 115, Indianapolis, IN 46202-5251, USA
| | - Qiwei Sun
- Department of Biomedical Engineering, Indiana University Purdue University Indianapolis (IUPUI), 1120 South Drive, Fesler Hall 115, Indianapolis, IN 46202-5251, USA
| | - Daniel L. Koller
- Department of Medical and Molecular Genetics, Indiana University Purdue University Indianapolis (IUPUI), IN, USA
| | - Lixiang Liu
- Department of Medical and Molecular Genetics, Indiana University Purdue University Indianapolis (IUPUI), IN, USA
| | - Yunlong Liu
- Department of Medicine, Indiana University Purdue University Indianapolis (IUPUI), IN, USA
| | - Howard J. Edenberg
- Department of Biochemistry and Molecular Biology, Indiana University Purdue University Indianapolis (IUPUI), IN, USA
| | - Jiliang Li
- Department of Biology, Indiana University Purdue University Indianapolis (IUPUI), IN, USA
| | - Tatiana Foroud
- Department of Medical and Molecular Genetics, Indiana University Purdue University Indianapolis (IUPUI), IN, USA
| | - Charles H. Turner
- Department of Biomedical Engineering, Indiana University Purdue University Indianapolis (IUPUI), 1120 South Drive, Fesler Hall 115, Indianapolis, IN 46202-5251, USA
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Quantitative trait loci for BMD in an SM/J by NZB/BlNJ intercross population and identification of Trps1 as a probable candidate gene. J Bone Miner Res 2008; 23:1529-37. [PMID: 18442308 PMCID: PMC2586053 DOI: 10.1359/jbmr.080414] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Identification of genes that regulate BMD will enhance our understanding of osteoporosis and could provide novel molecular targets for treatment or prevention. We generated a mouse intercross population and carried out a quantitative trait locus (QTL) analysis of 143 female and 124 male F(2) progeny from progenitor strains SM/J and NZB/BlNJ using whole body and vertebral areal BMD (aBMD) as measured by DXA. We found that both whole body and vertebral aBMD was affected by two loci on chromosome 9: one with a significant epistatic interaction on distal chromosome 8 and the other with a sex-specific effect. Two additional significant QTLs were identified on chromosome 12, and several suggestive ones were identified on chromosomes 5, 8, 15, and 19. The chromosome 9, 12, and 15 loci have been previously identified in other crosses. SNP-based haplotype analysis of the progenitor strains identified blocks within the QTL region that distinguish the low allele strains from the high allele strains, significantly narrowing the QTL region and reducing the possible candidate genes to 98 for chromosome 9, 31 for chromosome 12, and only 2 for chromosome 15. Trps1 is the most probable candidate gene for the chromosome 15 QTL. The sex-specific effects may help to elucidate the BMD differences between males and females. This study shows the power of statistical modeling to resolve linked QTLs and the use of haplotype analysis in narrowing the list of candidates.
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Alam I, Sun Q, Liu L, Koller DL, Liu Y, Edenberg HJ, Econs MJ, Foroud T, Turner CH. Genomic expression analysis of rat chromosome 4 for skeletal traits at femoral neck. Physiol Genomics 2008; 35:191-6. [PMID: 18728226 DOI: 10.1152/physiolgenomics.90237.2008] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Hip fracture is the most devastating osteoporotic fracture type with significant morbidity and mortality. Several studies in humans and animal models identified chromosomal regions linked to hip size and bone mass. Previously, we identified that the region of 4q21-q41 on rat chromosome (Chr) 4 harbors multiple femoral neck quantitative trait loci (QTLs) in inbred Fischer 344 (F344) and Lewis (LEW) rats. The purpose of this study is to identify the candidate genes for femoral neck structure and density by correlating gene expression in the proximal femur with the femoral neck phenotypes linked to the QTLs on Chr 4. RNA was extracted from proximal femora of 4-wk-old rats from F344 and LEW strains, and two other strains, Copenhagen 2331 and Dark Agouti, were used as a negative control. Microarray analysis was performed using Affymetrix Rat Genome 230 2.0 arrays. A total of 99 genes in the 4q21-q41 region were differentially expressed (P < 0.05) among all strains of rats with a false discovery rate <10%. These 99 genes were then ranked based on the strength of correlation between femoral neck phenotypes measured in F2 animals, homozygous for a particular strain's allele at the Chr 4 QTL and the expression level of the gene in that strain. A total of 18 candidate genes were strongly correlated (r(2) > 0.50) with femoral neck width and prioritized for further analysis. Quantitative PCR analysis confirmed 14 of 18 of the candidate genes. Ingenuity pathway analysis revealed several direct or indirect relationships among the candidate genes related to angiogenesis (VEGF), bone growth (FGF2), bone formation (IGF2 and IGF2BP3), and resorption (TNF). This study provides a shortened list of genetic determinants of skeletal traits at the hip and may lead to novel approaches for prevention and treatment of hip fracture.
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Affiliation(s)
- Imranul Alam
- Department of Biomedical Engineering, Indiana University Purdue University Indianapolis, Indianapolis, Indiana 46202, USA
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Govoni KE, Donahue LR, Marden C, Mohan S. Complex genetic regulation of bone mineral density and insulin-like growth factor-I in C57BL/6J-Chr #A/J/NaJ chromosome substitution strains. Physiol Genomics 2008; 35:159-64. [PMID: 18682576 DOI: 10.1152/physiolgenomics.90203.2008] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Low bone mineral density (BMD) is a phenotype associated with osteoporosis and increased risk of fracture. Since 60-80% of variation in BMD is associated with genetic factors, we used the novel approach of chromosome substitution strains (CSS) to identify chromosomes that harbor genes that regulate BMD. Specifically, we evaluated 24 wk old C57BL/6J-Chr #(A/J)/NaJ CSS (n = 7 to 18) in which each chromosome in the host C57BL/6J strain is replaced by a corresponding chromosome from the donor A/J strain (19 autosomes, X, Y). We determined several A/J chromosomes contribute to body weight (BW), percent body fat (BF), whole body areal BMD (aBMD), and serum insulin-like growth factor (IGF)-I in both a positive and negative manner when compared with C57BL/6J. Specifically, C57BL/6J-Chr 5(A/J)/NaJ (B.A-5) (males) and B.A-13 (females) contributed to increased BW, whereas B.A-3, 4, 8, 9, 12, and 18 (males) and B.A-3, 4, and 11 (females) contributed to reduced BW. B.A-5 (males) and B.A-13 (females) contributed to increased BF, whereas B.A-12 (males) and B.A-3, 4, 10, and 11 (females) contributed to reduced BF. B.A-14 (females) contributed to increased aBMD and B.A-1, 2, 6, 9, 10, and 18 (males) and B.A-8, 9, and 10 (females) contributed to reduced aBMD. To determine if similar chromosomes regulate aBMD and IGF-I, we determined serum concentrations of IGF-I. B.A-14 and Y (males) and B.A-6 (females) contributed to increased IGF-I and male B.A-3 and female B.A-8 contributed to reduced IGF-I. Overall, we identified several sex-dependent and -independent chromosomes that regulate aBMD and IGF-I in adult mice.
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Affiliation(s)
- K E Govoni
- Jerry L Pettis Memorial Veterans Affairs Medical Center, Loma Linda, California 92357, USA
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Dietary long-chain inulin reduces abdominal fat but has no effect on bone density in growing female rats. Br J Nutr 2008; 100:451-9. [DOI: 10.1017/s0007114508894378] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
New strategies to improve Ca absorption and bone health are needed to address the current state of osteoporosis prevention and management. Inulin-type fructans have shown great promise as a dietary intervention strategy, but have not yet been tested in a young female model. Our objective was to investigate the effect of long chain (LC) inulin on bone mineralization and density in growing, female rats, as well as the quality of growth. Weanling Sprague–Dawley rats were assigned to inulin or cellulose treatments for either 4 or 8 weeks. Growth was measured weekly and quality of growth assessed using fat pad weights and dual-energy X-ray absorptiometry (DXA). Whole body (WB) and selected regions were analysed for bone mineral density (BMD) and body composition by DXA. Serum markers of bone turnover were assessed by enzyme-linked immunosorbent assays. Ca and P concentrations were determined in excised femurs by inductively coupled plasma spectrometry. Feeding inulin resulted in 4 % higher femoral weight (adjusted for body weight) and 6 % less feed intake. Inulin did not affect WB or regional BMD, but was associated with a 28 % lower parametrial fat pad mass, 21 % less WB fat mass and 5 % less WB mass. In summary, LC-inulin lowered body fat mass, without consequence to bone density in growing female rats.
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Identification of quantitative trait loci affecting murine long bone length in a two-generation intercross of LG/J and SM/J Mice. J Bone Miner Res 2008; 23:887-95. [PMID: 18435578 PMCID: PMC2677087 DOI: 10.1359/jbmr.080210] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
INTRODUCTION Study of mutations with large phenotypic effects has allowed the identification of key players in skeletal development. However, the molecular nature of variation in large, phenotypically normal populations tends to be characterized by smaller phenotypic effects that remain undefined. MATERIALS AND METHODS We use interval mapping and quantitative trait locus (QTL) mapping techniques in the combined F2-F3 populations (n = 2111) of an LG/J x SM/J mouse intercross to detect QTLs associated with the lengths of the humerus, ulna, femur, and tibia. RESULTS Seventy individual trait QTLs affecting long bone lengths were detected, with several chromosomes harboring multiple QTLs. The genetic architecture suggests mainly small, additive effects on long bone length, with roughly one third of the QTLs displaying dominance. Sex interactions were common, and four sex-specific QTLs were observed. Pleiotropy could not be rejected for most of the QTLs identified. Thirty-one epistatic interactions were detected, almost all affecting regions including or immediately adjacent to QTLs. CONCLUSIONS A complex regulatory network with many gene interactions modulates bone growth, possibly with integrated skeletal modules that allow fine-tuning of developmental processes present. Candidate genes in the QTL CIs include many genes known to affect endochondral bone growth and genes that have not yet been associated with bone growth or body size but have a strong potential to influence these traits.
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Sex-specific genetic loci for femoral neck bone mass and strength identified in inbred COP and DA rats. J Bone Miner Res 2008; 23:850-9. [PMID: 18282130 PMCID: PMC2677085 DOI: 10.1359/jbmr.080221] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
INTRODUCTION Hip fracture is the most devastating osteoporotic fracture type with significant morbidity and mortality. Several studies in humans identified chromosomal regions linked to hip size and bone mass. Animal models, particularly the inbred rat, serve as complementary approaches for studying the genetic influence on hip fragility. The purpose of this study is to identify sex-independent and sex-specific quantitative trait loci (QTLs) for femoral neck density, structure, and strength in inbred Copenhagen 2331 (COP) and Dark Agouti (DA) rats. MATERIALS AND METHODS A total of 828 (405 males and 423 females) F(2) progeny derived from the inbred COP and DA strains of rats were phenotyped for femoral neck volumetric BMD (vBMD), cross-sectional area, polar moment of inertia (Ip), neck width, ultimate force, and energy to break. A whole genome screen was performed using 93 microsatellite markers with an average intermarker distance of 20 cM. Recombination-based marker maps were generated using MAPMAKER/EXP from the COP x DA F(2) data and compared with published Rat Genome Database (RGD) maps. These maps were used for genome-wide linkage analyses to detect sex-independent and sex-specific QTLs. RESULTS Significant evidence of linkage (p < 0.01) for sex-independent QTLs were detected for (1) femoral neck vBMD on chromosomes (Chrs) 1, 6, 10, and 12, (2) femoral neck structure on Chrs 5, 7, 10, and 18, and (3) biomechanical properties on Chrs 1 and 4. Male-specific QTLs were discovered on Chrs 2, 9, and 18 for total vBMD, on Chr 17 for trabecular vBMD, on Chr 9 for total bone area, and on Chr 15 for ultimate force. A female-specific QTL was discovered on Chr 2 for ultimate force. The effect size of the individual QTL varied between 1% and 4%. CONCLUSIONS We detected evidence that sex-independent and sex-specific QTLs contribute to hip fragility in the inbred rat. Several QTLs regions identified in this study are homologous to human chromosomal regions previously linked to QTLs contributing to femoral neck and related phenotypes.
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Koller DL, Liu L, Alam I, Sun Q, Econs MJ, Foroud T, Turner CH. Epistatic effects contribute to variation in BMD in Fischer 344 x Lewis F2 rats. J Bone Miner Res 2008; 23:41-7. [PMID: 17907919 PMCID: PMC2663590 DOI: 10.1359/jbmr.071001] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2007] [Revised: 08/27/2007] [Accepted: 09/26/2007] [Indexed: 01/24/2023]
Abstract
UNLABELLED To further delineate the factors underlying the complex genetic architecture of BMD in the rat model, a genome screen for epistatic interactions was conducted. Several significant interactions were identified, involving both previously identified and novel QTLs. INTRODUCTION The variation in several of the risk factors for osteoporotic fracture, including BMD, has been shown to be caused largely by genetic differences. However, the genetic architecture of BMD is complex in both humans and in model organisms. We have previously reported quantitative trait locus (QTL) results for BMD from a genome screen of 595 female F(2) progeny of Fischer 344 and Lewis rats. These progeny also provide an excellent opportunity to search for epistatic effects, or interaction between genetic loci, that contribute to fracture risk. MATERIALS AND METHODS Microsatellite marker data from a 20-cM genome screen was analyzed along with weight-adjusted BMD (DXA and pQCT) phenotypic data using the R/qtl software package. Genotype and phenotype data were permuted to determine a genome-wide significance threshold for the epistasis or interaction LOD score corresponding to an alpha level of 0.01. RESULTS AND CONCLUSIONS Novel loci on chromosomes 12 and 15 showed a strong epistatic effect on total BMD at the femoral midshaft by pQCT (LOD = 5.4). A previously reported QTL on chromosome 7 was found to interact with a novel locus on chromosome 20 to affect whole lumbar BMD by pQCT (LOD = 6.2). These results provide new information regarding the mode of action of previously identified rat QTLs, as well as identifying novel loci that act in combination with known QTLs or with other novel loci to contribute to the risk factors for osteoporotic fracture.
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Affiliation(s)
- Daniel L Koller
- Department of Medical and Molecular Genetics, Indiana University, Purdue University Indianapolis, Indianapolis, Indiana, USA.
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Jiao Y, Chiu H, Fan Z, Jiao F, Eckstein EC, Beamer WG, Gu W. Quantitative trait loci that determine mouse tibial nanoindentation properties in an F2 population derived from C57BL/6J x C3H/HeJ. Calcif Tissue Int 2007; 80:383-90. [PMID: 17551771 DOI: 10.1007/s00223-007-9030-4] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2006] [Revised: 03/29/2007] [Accepted: 03/29/2007] [Indexed: 01/17/2023]
Abstract
Use of nanoindentation technology to identify quantitative trait loci (QTL) that regulate bone properties represents a novel approach to improving our understanding of molecular mechanisms that control bone matrix properties. Tibiae for QTL mapping were from an F2 population derived from C57BL/6J and C3H/HeJ. A nanoindenter (Triboindenter; Hysitron, Minneapolis, MN) was used to conduct indentation tests on transverse sections. Genotyping was performed in The Jackson Laboratory. QTL mapping was conducted using software. We found that (1) tibiae from mice at 16 weeks of age were mature and suitable for measurement by a nanoindentor; (2) both stiffness modulus and hardness modulus in the F2 population appeared to have normal distributions, which suggested that multiple genetic factors control the bone properties; and (3) QTL for hardness were identified from five chromosomes (Chr 8, 12, 13, 17, and 19) and for stiffness, from four chromosomes (Chr 3, 8, 12, and 13). Among all detected QTL, one at the same location on Chr 12 was detected for both hardness and stiffness data. It explained the highest percentage of phenotypic variation in bone properties. Using nanoindentation technology to identify QTL that regulate bone properties yielded as many as six different chromosomal regions. Although the actual genes remain to be identified, nanoindentation will contribute to our understanding of molecular mechanisms and normal development processes that control the matrix properties of bone.
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Affiliation(s)
- Yan Jiao
- Department of Orthopedic Surgery-Campbell Clinic, University of Tennessee Health Science Center, A331 Coleman Building, 956 Court Avenue, Memphis, TN 38163, USA
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