Osteoporosis is characterized by reduced bone mineral density (BMD) and increased fracture risk. Fat mass is a determinant of bone strength and both phenotypes have a strong genetic component. In this study, we examined the association between obesity associated polymorphisms (SNPs) with body composition, BMD, Ultrasound (QUS), fracture and biomarkers (Homocysteine (Hcy), folate, Vitamin D and Vitamin B12) for obesity and osteoporosis. Five common variants: rs17782313 and rs1770633 (melanocortin 4 receptor (MC4R); rs7566605 (insulin induced gene 2 (INSIG2); rs9939609 and rs1121980 (fat mass and obesity associated (FTO) were genotyped in 2 cohorts of Swedish women: PEAK-25 (age 25, n = 1061) and OPRA (age 75, n = 1044). Body mass index (BMI), total body fat and lean mass were strongly positively correlated with QUS and BMD in both cohorts (r2 = 0.2–0.6). MC4R rs17782313 was associated with QUS in the OPRA cohort and individuals with the minor C-allele had higher values compared to T-allele homozygotes (TT vs. CT vs. CC: BUA: 100 vs. 103 vs. 103; p = 0.002); (SOS: 1521 vs. 1526 vs. 1524; p = 0.008); (Stiffness index: 69 vs. 73 vs. 74; p = 0.0006) after adjustment for confounders. They also had low folate (18 vs. 17 vs. 16; p = 0.03) and vitamin D (93 vs. 91 vs. 90; p = 0.03) and high Hcy levels (13.7 vs 14.4 vs. 14.5; p = 0.06). Fracture incidence was lower among women with the C-allele, (52% vs. 58%; p = 0.067). Variation in MC4R was not associated with BMD or body composition in either OPRA or PEAK-25. SNPs close to FTO and INSIG2 were not associated with any bone phenotypes in either cohort and FTO SNPs were only associated with body composition in PEAK-25 (p≤0.001). Our results suggest that genetic variation close to MC4R is associated with quantitative ultrasound and risk of fracture.
References
[1]
Deng FY, Lei SF, Li MX, Jiang C, Dvornyk V, et al. (2006) Genetic determination and correlation of body mass index and bone mineral density at the spine and hip in Chinese Han ethnicity. Osteoporos Int 17: 119–124. doi: 10.1007/s00198-005-1930-4
[2]
Sun X, Lei SF, Deng FY, Wu S, Papacian C, et al. (2006) Genetic and environmental correlations between bone geometric parameters and body compositions. Calcif Tissue Int 79: 43–49. doi: 10.1007/s00223-006-0041-3
[3]
Wardlaw GM (1996) Putting body weight and osteoporosis into perspective. Am J Clin Nutr 63: 433S–436S.
[4]
Skerry TM, Suva LJ (2003) Investigation of the regulation of bone mass by mechanical loading: from quantitative cytochemistry to gene array. Cell Biochem Funct 21: 223–229. doi: 10.1002/cbf.1077
[5]
Horowitz MC (1993) Cytokines and estrogen in bone: anti-osteoporotic effects. Science 260: 626–627. doi: 10.1126/science.8480174
[6]
Reid IR (2002) Relationships among body mass, its components, and bone. Bone 31: 547–555. doi: 10.1016/s8756-3282(02)00864-5
[7]
Nakazato M, Maeda T, Takamura N, Wada M, Yamasaki H, et al. (2011) Relation of body mass index to blood folate and total homocysteine concentrations in Japanese adults. Eur J Nutr 50: 581–585. doi: 10.1007/s00394-010-0165-0
[8]
Vaya A, Ejarque I, Tembl J, Corella D, Laiz B (2011) Hyperhomocysteinemia, obesity and cryptogenic stroke. Clin Hemorheol Microcirc 47: 53–58.
[9]
Vaya A, Rivera L, Hernandez-Mijares A, de la Fuente M, Sola E, et al. (2012) Homocysteine levels in morbidly obese patients: its association with waist circumference and insulin resistance. Clin Hemorheol Microcirc 52: 49–56.
[10]
Jungert A, Roth HJ, Neuhauser-Berthold M (2012) Serum 25-hydroxyvitamin D3 and body composition in an elderly cohort from Germany: a cross-sectional study. Nutr Metab (Lond) 9: 42. doi: 10.1186/1743-7075-9-42
[11]
Ensrud KE, Ewing SK, Fredman L, Hochberg MC, Cauley JA, et al. (2010) Circulating 25-hydroxyvitamin D levels and frailty status in older women. J Clin Endocrinol Metab 95: 5266–5273. doi: 10.1210/jc.2010-2317
[12]
van Meurs JB, Dhonukshe-Rutten RA, Pluijm SM, van der Klift M, de Jonge R, et al. (2004) Homocysteine levels and the risk of osteoporotic fracture. N Engl J Med 350: 2033–2041. doi: 10.1056/nejmoa032546
[13]
McLean RR, Jacques PF, Selhub J, Tucker KL, Samelson EJ, et al. (2004) Homocysteine as a predictive factor for hip fracture in older persons. N Engl J Med 350: 2042–2049. doi: 10.1056/nejmoa032739
[14]
Morris MS, Jacques PF, Selhub J (2005) Relation between homocysteine and B-vitamin status indicators and bone mineral density in older Americans. Bone 37: 234–242. doi: 10.1016/j.bone.2005.04.017
[15]
Vacek TP, Kalani A, Voor MJ, Tyagi SC, Tyagi N (2013) The role of homocysteine in bone remodeling. Clin Chem Lab Med 51: 579–590. doi: 10.1515/cclm-2012-0605
[16]
Bellows CG, Heersche JN (2001) The frequency of common progenitors for adipocytes and osteoblasts and of committed and restricted adipocyte and osteoblast progenitors in fetal rat calvaria cell populations. J Bone Miner Res 16: 1983–1993. doi: 10.1359/jbmr.2001.16.11.1983
[17]
Beresford JN, Bennett JH, Devlin C, Leboy PS, Owen ME (1992) Evidence for an inverse relationship between the differentiation of adipocytic and osteogenic cells in rat marrow stromal cell cultures. J Cell Sci 102 (Pt 2): 341–351.
[18]
Carnevale V, Romagnoli E, Del Fiacco R, Pepe J, Cipriani C, et al. (2010) Relationship between bone metabolism and adipogenesis. J Endocrinol Invest 33: 4–8.
[19]
Gimble JM, Robinson CE, Wu X, Kelly KA (1996) The function of adipocytes in the bone marrow stroma: an update. Bone 19: 421–428. doi: 10.1016/s8756-3282(96)00258-x
[20]
Rosen CJ, Bouxsein ML (2006) Mechanisms of disease: is osteoporosis the obesity of bone? Nat Clin Pract Rheumatol 2: 35–43. doi: 10.1038/ncprheum0070
[21]
Ackert-Bicknell CL, Demissie S, Marin de Evsikova C, Hsu YH, DeMambro VE, et al. (2008) PPARG by dietary fat interaction influences bone mass in mice and humans. J Bone Miner Res 23: 1398–1408. doi: 10.1359/jbmr.080419
[22]
Bustamante M, Nogues X, Mellibovsky L, Agueda L, Jurado S, et al. (2007) Polymorphisms in the interleukin-6 receptor gene are associated with bone mineral density and body mass index in Spanish postmenopausal women. Eur J Endocrinol 157: 677–684. doi: 10.1530/eje-07-0389
[23]
Cha S, Yu H, Kim JY (2012) Bone mineral density-associated polymorphisms are associated with obesity-related traits in Korean adults in a sex-dependent manner. PLoS One 7: e53013. doi: 10.1371/journal.pone.0053013
[24]
Fairbrother UL, Tanko LB, Walley AJ, Christiansen C, Froguel P, et al. (2007) Leptin receptor genotype at Gln223Arg is associated with body composition, BMD, and vertebral fracture in postmenopausal Danish women. J Bone Miner Res 22: 544–550. doi: 10.1359/jbmr.070114
[25]
McGuigan F, Larzenius E, Callreus M, Gerdhem P, Luthman H, et al. (2008) Variation in the bone morphogenetic protein-2 gene: effects on fat and lean body mass in young and elderly women. Eur J Endocrinol 158: 661–668. doi: 10.1530/eje-07-0757
[26]
McGuigan FE, Larzenius E, Callreus M, Gerdhem P, Luthman H, et al. (2007) Variation in the BMP2 gene: bone mineral density and ultrasound in young adult and elderly women. Calcif Tissue Int 81: 254–262. doi: 10.1007/s00223-007-9054-9
[27]
Piters E, de Freitas F, Nielsen TL, Andersen M, Brixen K, et al. (2012) Association study of polymorphisms in the SOST gene region and parameters of bone strength and body composition in both young and elderly men: data from the Odense Androgen Study. Calcif Tissue Int 90: 30–39. doi: 10.1007/s00223-011-9546-5
[28]
Xiao WJ, He JW, Zhang H, Hu WW, Gu JM, et al. (2011) ALOX12 polymorphisms are associated with fat mass but not peak bone mineral density in Chinese nuclear families. Int J Obes (Lond) 35: 378–386. doi: 10.1038/ijo.2010.157
[29]
Zhao J, Bradfield JP, Li M, Zhang H, Mentch FD, et al. (2011) BMD-associated variation at the Osterix locus is correlated with childhood obesity in females. Obesity (Silver Spring) 19: 1311–1314. doi: 10.1038/oby.2010.324
[30]
Zhao LJ, Guo YF, Xiong DH, Xiao P, Recker RR, et al. (2006) Is a gene important for bone resorption a candidate for obesity? An association and linkage study on the RANK (receptor activator of nuclear factor-kappaB) gene in a large Caucasian sample. Hum Genet 120: 561–570. doi: 10.1007/s00439-006-0243-9
[31]
Liu YZ, Pei YF, Liu JF, Yang F, Guo Y, et al. (2009) Powerful bivariate genome-wide association analyses suggest the SOX6 gene influencing both obesity and osteoporosis phenotypes in males. PLoS One 4: e6827. doi: 10.1371/journal.pone.0006827
[32]
Gerken T, Girard CA, Tung YC, Webby CJ, Saudek V, et al. (2007) The obesity-associated FTO gene encodes a 2-oxoglutarate-dependent nucleic acid demethylase. Science 318: 1469–1472. doi: 10.1126/science.1151710
[33]
Loos RJ, Lindgren CM, Li S, Wheeler E, Zhao JH, et al. (2008) Common variants near MC4R are associated with fat mass, weight and risk of obesity. Nat Genet 40: 768–775.
[34]
Frayling TM, Timpson NJ, Weedon MN, Zeggini E, Freathy RM, et al. (2007) A common variant in the FTO gene is associated with body mass index and predisposes to childhood and adult obesity. Science 316: 889–894. doi: 10.1126/science.1141634
[35]
Rouskas K, Kouvatsi A, Paletas K, Papazoglou D, Tsapas A, et al. (2012) Common variants in FTO, MC4R, TMEM18, PRL, AIF1, and PCSK1 show evidence of association with adult obesity in the Greek population. Obesity (Silver Spring) 20: 389–395. doi: 10.1038/oby.2011.177
[36]
Guo Y, Liu H, Yang TL, Li SM, Li SK, et al. (2011) The fat mass and obesity associated gene, FTO, is also associated with osteoporosis phenotypes. PLoS One 6: e27312. doi: 10.1371/journal.pone.0027312
[37]
Gao X, Shin YH, Li M, Wang F, Tong Q, et al. (2010) The fat mass and obesity associated gene FTO functions in the brain to regulate postnatal growth in mice. PLoS One 5: e14005. doi: 10.1371/journal.pone.0014005
[38]
Tao YX (2010) The melanocortin-4 receptor: physiology, pharmacology, and pathophysiology. Endocr Rev 31: 506–543. doi: 10.1210/er.2009-0037
[39]
Willer CJ, Speliotes EK, Loos RJ, Li S, Lindgren CM, et al. (2009) Six new loci associated with body mass index highlight a neuronal influence on body weight regulation. Nat Genet 41: 25–34.
[40]
Ahn JD, Dubern B, Lubrano-Berthelier C, Clement K, Karsenty G (2006) Cart overexpression is the only identifiable cause of high bone mass in melanocortin 4 receptor deficiency. Endocrinology 147: 3196–3202. doi: 10.1210/en.2006-0281
[41]
Timpson NJ, Sayers A, Davey-Smith G, Tobias JH (2009) How does body fat influence bone mass in childhood? A Mendelian randomization approach. J Bone Miner Res 24: 522–533. doi: 10.1359/jbmr.081109
[42]
Herbert A, Gerry NP, McQueen MB, Heid IM, Pfeufer A, et al. (2006) A common genetic variant is associated with adult and childhood obesity. Science 312: 279–283. doi: 10.1126/science.1124779
[43]
Gong Y, Lee JN, Brown MS, Goldstein JL, Ye J (2006) Juxtamembranous aspartic acid in Insig-1 and Insig-2 is required for cholesterol homeostasis. Proc Natl Acad Sci U S A 103: 6154–6159. doi: 10.1073/pnas.0601923103
[44]
Estrada K, Styrkarsdottir U, Evangelou E, Hsu YH, Duncan EL, et al. (2012) Genome-wide meta-analysis identifies 56 bone mineral density loci and reveals 14 loci associated with risk of fracture. Nat Genet 44: 491–501.
[45]
Gerdhem P, Brandstrom H, Stiger F, Obrant K, Melhus H, et al. (2004) Association of the collagen type 1 (COL1A 1) Sp1 binding site polymorphism to femoral neck bone mineral density and wrist fracture in 1044 elderly Swedish women. Calcif Tissue Int 74: 264–269. doi: 10.1007/s00223-002-2159-2
[46]
Kumar J, Swanberg M, McGuigan F, Callreus M, Gerdhem P, et al. (2011) LRP4 association to bone properties and fracture and interaction with genes in the Wnt- and BMP signaling pathways. Bone 49: 343–348. doi: 10.1016/j.bone.2011.05.018
[47]
Lenora J, Akesson K, Gerdhem P (2010) Effect of precision on longitudinal follow-up of bone mineral density measurements in elderly women and men. J Clin Densitom 13: 407–412. doi: 10.1016/j.jocd.2010.04.004
[48]
Callreus M, McGuigan F, Ringsberg K, Akesson K (2012) Self-reported recreational exercise combining regularity and impact is necessary to maximize bone mineral density in young adult women: a population-based study of 1,061 women 25 years of age. Osteoporos Int 23: 2517–2526. doi: 10.1007/s00198-011-1886-5
[49]
Tenne M, McGuigan FE, Ahlborg H, Gerdhem P, Akesson K (2010) Variation in the PTH gene, hip fracture, and femoral neck geometry in elderly women. Calcif Tissue Int 86: 359–366. doi: 10.1007/s00223-010-9351-6
[50]
Karlsson MK, Obrant KJ, Nilsson BE, Johnell O (1998) Bone mineral density assessed by quantitative ultrasound and dual energy X-ray absorptiometry. Normative data in Malmo, Sweden. Acta Orthop Scand 69: 189–193. doi: 10.3109/17453679809117626
[51]
Gerdhem P, Akesson K (2007) Rates of fracture in participants and non-participants in the Osteoporosis Prospective Risk Assessment study. J Bone Joint Surg Br 89: 1627–1631. doi: 10.1302/0301-620x.89b12.18946
[52]
Gerdhem P, Ivaska KK, Isaksson A, Pettersson K, Vaananen HK, et al. (2007) Associations between homocysteine, bone turnover, BMD, mortality, and fracture risk in elderly women. J Bone Miner Res 22: 127–134. doi: 10.1359/jbmr.061003
[53]
Gerdhem P, Ringsberg KA, Akesson K, Obrant KJ (2003) Influence of muscle strength, physical activity and weight on bone mass in a population-based sample of 1004 elderly women. Osteoporos Int 14: 768–772. doi: 10.1007/s00198-003-1444-x
[54]
Namwongprom S, Rojanasthien S, Mangklabruks A, Soontrapa S, Wongboontan C, et al. (2013) Effect of fat mass and lean mass on bone mineral density in postmenopausal and perimenopausal Thai women. Int J Womens Health 5: 87–92. doi: 10.2147/ijwh.s41884
[55]
Hawamdeh ZM, Sheikh-Ali RF, Alsharif A, Otom AH, Ibrahim AI, et al.. (2013) The Influence of Aging on the Association Between Adiposity and Bone Mineral Density in Jordanian Postmenopausal Women. J Clin Densitom. [Epub ahead of print].
[56]
Kvaloy K, Kulle B, Romundstad P, Holmen TL (2013) Sex-specific effects of weight-affecting gene variants in a life course perspective-The HUNT Study, Norway. Int J Obes (Lond) 9: 1221–9. doi: 10.1038/ijo.2012.220
[57]
Liem ET, Vonk JM, Sauer PJ, van der Steege G, Oosterom E, et al. (2010) Influence of common variants near INSIG2, in FTO, and near MC4R genes on overweight and the metabolic profile in adolescence: the TRAILS (TRacking Adolescents’ Individual Lives Survey) Study. Am J Clin Nutr 91: 321–328. doi: 10.3945/ajcn.2009.28186
[58]
Vimaleswaran KS, Berry DJ, Lu C, Tikkanen E, Pilz S, et al. (2013) Causal relationship between obesity and vitamin D status: bi-directional Mendelian randomization analysis of multiple cohorts. PLoS Med 10: e1001383. doi: 10.1371/journal.pmed.1001383
[59]
Patel MS, Elefteriou F (2007) The new field of neuroskeletal biology. Calcif Tissue Int 80: 337–347. doi: 10.1007/s00223-007-9015-3
[60]
Chen Y, Xiong DH, Guo YF, Pan F, Zhou Q, et al. (2010) Pathway-based genome-wide association analysis identified the importance of EphrinA-EphR pathway for femoral neck bone geometry. Bone 46: 129–136. doi: 10.1016/j.bone.2009.09.025
[61]
Hsu YH, Zillikens MC, Wilson SG, Farber CR, Demissie S, et al. (2010) An integration of genome-wide association study and gene expression profiling to prioritize the discovery of novel susceptibility Loci for osteoporosis-related traits. PLoS Genet 6: e1000977. doi: 10.1371/journal.pgen.1000977
[62]
Liu YZ, Wilson SG, Wang L, Liu XG, Guo YF, et al. (2008) Identification of PLCL1 gene for hip bone size variation in females in a genome-wide association study. PLoS One 3: e3160. doi: 10.1371/journal.pone.0003160
[63]
Zhao LJ, Liu XG, Liu YZ, Liu YJ, Papasian CJ, et al. (2010) Genome-wide association study for femoral neck bone geometry. J Bone Miner Res 25: 320–329. doi: 10.1359/jbmr.090726