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Published in: Archives of Osteoporosis 1/2021

01-12-2021 | Original Article

3D analysis of bone mineral density in a cohort: age- and sex-related differences

Authors: Carmen Valero, José Manuel Olmos, Ludovic Humbert, Jesús Castillo, José Luis Hernández, Josefina Martínez, Jesús González Macías

Published in: Archives of Osteoporosis | Issue 1/2021

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Abstract

Summary

Women have lower areal BMD (g/cm2) than men; however, the women have smaller-size bones. Our study showed that women ≤ 59 years have a hip volumetric BMD by DXA 3D similar to that of men of the same age. This makes us think about the importance of taking into account bone size at the time of analyzing the sex-related differences in bone mass.

Purpose

Women have lower areal BMD (g/cm2) than men; however, these studies do not take into account that women have smaller-size bones. Recently, three-dimensional (3D) modeling methods were proposed to analyze volumetric BMD (vBMD). We want to determine the values of vBMD at the hip by DXA-based 3D modeling in a cohort of people in order to know the age- and sex-related differences.

Methods

A total of 2647 people of both sexes (65% women) were recruited from a large cohort (Camargo cohort, Santander, Spain). 3D-SHAPER® software (version 2.8, Galgo Medical, Barcelona, Spain) was used to derive 3D analysis from the hip DXA scans at baseline

Results

The differences were less pronounced for vBMD (cortical sBMD 9.3%, trabecular vBMD 6.4%, integral vBMD 2.2%) compared to aBMD (FN aBMD 11.4% and TH aBMD 13.3%). After stratifying by age (≤ 59 years, 60–69 years, 70–79 years, and ≥ 80 years), we observed in ≤ 59 years that aBMD was lower in women compared to men, at FN (0.758 [0.114] g/cm2 vs. 0.833 [0.117] g/cm2; p = 1.4 × 10−20) and TH (0.878 [0.117] g/cm2 vs. 0.990 [0.119] g/cm2; p = 4.1 × 10−40). Nevertheless, no statistically significant difference was observed for integral vBMD (331 [58] mg/cm3 in women and 326 [51] mg/cm3 in men; p = 0.19) and trabecular vBMD (190 [41] mg/cm3 in women and 195 [39] mg/cm3 in men; p = 0.20).

Conclusion

Our results make us think about the importance of taking into account bone size at the time of analyzing the sex-related differences in bone mass.
Literature
1.
go back to reference Assessment of fracture risk and its application to screening for postmenopausal osteoporosis (1994) Report of a WHO Study Group. World Health Organ Tech Rep Ser 843:1–129 Assessment of fracture risk and its application to screening for postmenopausal osteoporosis (1994) Report of a WHO Study Group. World Health Organ Tech Rep Ser 843:1–129
2.
go back to reference Cawthon PM (2011) Gender differences in osteoporosis and fractures. Clin Orthop Relat Res 469:1900–1905CrossRef Cawthon PM (2011) Gender differences in osteoporosis and fractures. Clin Orthop Relat Res 469:1900–1905CrossRef
3.
go back to reference Fujiwara S (2003) Epidemiology of osteoporosis: gender differences. Clin Calcium 13:1385–1390PubMed Fujiwara S (2003) Epidemiology of osteoporosis: gender differences. Clin Calcium 13:1385–1390PubMed
4.
go back to reference Riancho JA, Valero C, Hernandez JL, Olmos JM, Paule B, Zarrabeitia A, Gonzalez-Macias J (2007) Biomechanical indices of the femoral neck estimated from the standard DXA output: age- and sex-related differences. J Clin Densitom 10:39–45CrossRef Riancho JA, Valero C, Hernandez JL, Olmos JM, Paule B, Zarrabeitia A, Gonzalez-Macias J (2007) Biomechanical indices of the femoral neck estimated from the standard DXA output: age- and sex-related differences. J Clin Densitom 10:39–45CrossRef
5.
go back to reference Carter DR, Bouxsein ML, Marcus R (1992) New approaches for interpreting projected bone densitometry data. J Bone Miner Res 7:137–145CrossRef Carter DR, Bouxsein ML, Marcus R (1992) New approaches for interpreting projected bone densitometry data. J Bone Miner Res 7:137–145CrossRef
6.
go back to reference Srinivasan B, Kopperdahl DL, Amin S, Atkinson EJ, Camp J, Robb RA, Riggs BL, Orwoll ES, Melton LJ 3rd, Keaveny TM, Khosla S (2012) Relationship of femoral neck areal bone mineral density to volumetric bone mineral density, bone size, and femoral strength in men and women. Osteoporos Int 23:155–162CrossRef Srinivasan B, Kopperdahl DL, Amin S, Atkinson EJ, Camp J, Robb RA, Riggs BL, Orwoll ES, Melton LJ 3rd, Keaveny TM, Khosla S (2012) Relationship of femoral neck areal bone mineral density to volumetric bone mineral density, bone size, and femoral strength in men and women. Osteoporos Int 23:155–162CrossRef
7.
go back to reference Naganathan V, Sambrook P (2003) Gender differences in volumetric bone density: a study of opposite-sex twins. Osteoporos Int 14:564–569CrossRef Naganathan V, Sambrook P (2003) Gender differences in volumetric bone density: a study of opposite-sex twins. Osteoporos Int 14:564–569CrossRef
8.
go back to reference Peacock M, Buckwalter KA, Persohn S, Hangartner TN, Econs MJ, Hui S (2009) Race and sex differences in bone mineral density and geometry at the femur. Bone. 45:218–225CrossRef Peacock M, Buckwalter KA, Persohn S, Hangartner TN, Econs MJ, Hui S (2009) Race and sex differences in bone mineral density and geometry at the femur. Bone. 45:218–225CrossRef
9.
go back to reference Wu XP, Yang YH, Zhang H, Yuan LQ, Luo XH, Cao XZ (2005) Liao EYGender differences in bone density at different skeletal sites of acquisition with age in Chinese children and adolescents. J Bone Miner Metab 23:253–260CrossRef Wu XP, Yang YH, Zhang H, Yuan LQ, Luo XH, Cao XZ (2005) Liao EYGender differences in bone density at different skeletal sites of acquisition with age in Chinese children and adolescents. J Bone Miner Metab 23:253–260CrossRef
10.
go back to reference Katzman DK, Bachrach LK, Carter DR, Marcus R (1991) Clinical and anthropometric correlates of bone mineral acquisition in healthy adolescent girls. J Clin Endocrinol Metab 73:1332–1339CrossRef Katzman DK, Bachrach LK, Carter DR, Marcus R (1991) Clinical and anthropometric correlates of bone mineral acquisition in healthy adolescent girls. J Clin Endocrinol Metab 73:1332–1339CrossRef
11.
go back to reference Humbert L, Martelli Y, Fonolla R, Steghofer M, Di Gregorio S, Malouf J, Romera J (2017) Barquero LM3D-DXA: assessing the femoral shape, the trabecular macrostructure and the cortex in 3D from DXA images. IEEE Trans Med Imaging 36:27–39CrossRef Humbert L, Martelli Y, Fonolla R, Steghofer M, Di Gregorio S, Malouf J, Romera J (2017) Barquero LM3D-DXA: assessing the femoral shape, the trabecular macrostructure and the cortex in 3D from DXA images. IEEE Trans Med Imaging 36:27–39CrossRef
12.
go back to reference García Hoyos M, Humbert L, Salmón Z, Riancho JA, Valero C (2019) Analysis of volumetric BMD in people with Down syndrome using DXA-based 3D modeling. Arch Osteoporos 14:98CrossRef García Hoyos M, Humbert L, Salmón Z, Riancho JA, Valero C (2019) Analysis of volumetric BMD in people with Down syndrome using DXA-based 3D modeling. Arch Osteoporos 14:98CrossRef
13.
go back to reference Gracia-Marco L, García-Fontana B, Ubago-Guisado E, Vlachopoulos D, García-Martín A, Muñoz-Torres M (2020) Analysis of bone impairment by 3D DXA hip measures in patients with primary hyperparathyroidism: a pilot study. J Clin Endocrinol Metab 105 Gracia-Marco L, García-Fontana B, Ubago-Guisado E, Vlachopoulos D, García-Martín A, Muñoz-Torres M (2020) Analysis of bone impairment by 3D DXA hip measures in patients with primary hyperparathyroidism: a pilot study. J Clin Endocrinol Metab 105
14.
go back to reference Wahner HW, Looker A, Dunn WL, Walters LC, Hauser MF, Novak C (1994) Quality control of bone densitometry in a national health survey (NHANES III) using three mobile examination centers. J Bone Miner Res 9:951–960CrossRef Wahner HW, Looker A, Dunn WL, Walters LC, Hauser MF, Novak C (1994) Quality control of bone densitometry in a national health survey (NHANES III) using three mobile examination centers. J Bone Miner Res 9:951–960CrossRef
15.
go back to reference Henry YM, Eastell R (2000) Ethnic and gender differences in bone mineral density and bone turnover in young adults: effect of bone size. Osteoporos Int 11:512–517CrossRef Henry YM, Eastell R (2000) Ethnic and gender differences in bone mineral density and bone turnover in young adults: effect of bone size. Osteoporos Int 11:512–517CrossRef
16.
go back to reference Avdagić SC, Barić IC, Keser I, Cecić I, Satalić Z, Bobić J (2009) Gomzi M Differences in peak bone density between male and female students. Arh Hig Rada Toksikol 60:79–86CrossRef Avdagić SC, Barić IC, Keser I, Cecić I, Satalić Z, Bobić J (2009) Gomzi M Differences in peak bone density between male and female students. Arh Hig Rada Toksikol 60:79–86CrossRef
17.
go back to reference Zhao F, Guo XT, Cheng Y, Yang ZF, Liu HP (2013) Study on risk factors of cardiovascular disease and the status of bone mineral density in women with hypoestrogenism. Zhonghua Fu Chan Ke Za Zhi 48:734–739PubMed Zhao F, Guo XT, Cheng Y, Yang ZF, Liu HP (2013) Study on risk factors of cardiovascular disease and the status of bone mineral density in women with hypoestrogenism. Zhonghua Fu Chan Ke Za Zhi 48:734–739PubMed
18.
go back to reference Someya K, Mochizuki T, Hokari S, Tanifuji O, Katsumi R, Koga H, Takahashi Y, Kobayashi K, Morise Y, Sakamoto M, Koga Y, Endo N (2020) Age- and sex-related characteristics in cortical thickness of femoral diaphysis for young and elderly subjects. J Bone Miner Metab 30 Someya K, Mochizuki T, Hokari S, Tanifuji O, Katsumi R, Koga H, Takahashi Y, Kobayashi K, Morise Y, Sakamoto M, Koga Y, Endo N (2020) Age- and sex-related characteristics in cortical thickness of femoral diaphysis for young and elderly subjects. J Bone Miner Metab 30
19.
go back to reference Cummings SR, Melton LJ (2002) Epidemiology and outcomes of osteoporotic fractures. Lancet. 359:1761–1767CrossRef Cummings SR, Melton LJ (2002) Epidemiology and outcomes of osteoporotic fractures. Lancet. 359:1761–1767CrossRef
20.
go back to reference Stone KL, Seeley DG, Lui LY, Cauley JA, Ensrud K, Browner WS, Nevitt MC, Cummings SR (2003) BMD at multiple sites and risk of fracture of multiple types: long-term results from the Study of Osteoporotic Fractures. J Bone Miner Res 18:1947–1954CrossRef Stone KL, Seeley DG, Lui LY, Cauley JA, Ensrud K, Browner WS, Nevitt MC, Cummings SR (2003) BMD at multiple sites and risk of fracture of multiple types: long-term results from the Study of Osteoporotic Fractures. J Bone Miner Res 18:1947–1954CrossRef
21.
go back to reference Marshall D, Johnell O, Wedel H (1996) Meta-analysis of how well measures of bone mineral density predict occurrence of osteoporotic fractures. BMJ. 312:1254–1259CrossRef Marshall D, Johnell O, Wedel H (1996) Meta-analysis of how well measures of bone mineral density predict occurrence of osteoporotic fractures. BMJ. 312:1254–1259CrossRef
22.
go back to reference Johnell O, Kanis JA, Oden A et al (2005) Predictive value of BMD for hip and other fractures. J Bone Miner Res 20:1185–1194CrossRef Johnell O, Kanis JA, Oden A et al (2005) Predictive value of BMD for hip and other fractures. J Bone Miner Res 20:1185–1194CrossRef
23.
go back to reference Povoroznyuk VV, Grygorieva NV, Kanis JA, McCloskey EV, Johansson H, Harvey NC, Korzh MO, Strafun SS, Vaida VM, Klymovytsky FV, Vlasenko RO, Forosenko VS (2017) Epidemiology of hip fracture and the development of FRAX in Ukraine. Arch Osteoporos 12:53CrossRef Povoroznyuk VV, Grygorieva NV, Kanis JA, McCloskey EV, Johansson H, Harvey NC, Korzh MO, Strafun SS, Vaida VM, Klymovytsky FV, Vlasenko RO, Forosenko VS (2017) Epidemiology of hip fracture and the development of FRAX in Ukraine. Arch Osteoporos 12:53CrossRef
24.
go back to reference Lobo E, Marcos G, Santabárbara J, Salvador-Rosés H, Lobo-Escolar L, De la Cámara C, Aso A (2017) Lobo-Escolar A; ZARADEMP Workgroup Gender differences in the incidence of and risk factors for hip fracture: a 16-year longitudinal study in a southern European population. Maturitas. 97:38–43CrossRef Lobo E, Marcos G, Santabárbara J, Salvador-Rosés H, Lobo-Escolar L, De la Cámara C, Aso A (2017) Lobo-Escolar A; ZARADEMP Workgroup Gender differences in the incidence of and risk factors for hip fracture: a 16-year longitudinal study in a southern European population. Maturitas. 97:38–43CrossRef
25.
go back to reference Sigurdsson G, Aspelund T, Chang M, Jonsdottir B, Sigurdsson S, Eiriksdottir G, Gudmundsson A, Harris TB, Gudnason V, Lang TF (2006) Increasing sex difference in bone strength in old age: the Age, Gene/Environment Susceptibility-Reykjavik study (AGESREYKJAVIK). Bone. 39:644–651CrossRef Sigurdsson G, Aspelund T, Chang M, Jonsdottir B, Sigurdsson S, Eiriksdottir G, Gudmundsson A, Harris TB, Gudnason V, Lang TF (2006) Increasing sex difference in bone strength in old age: the Age, Gene/Environment Susceptibility-Reykjavik study (AGESREYKJAVIK). Bone. 39:644–651CrossRef
26.
go back to reference Riggs BL, Melton LJ, Robb R a, et al 2004 Population-based study of age and sex differences in bone volumetric density, size, geometry, and structure at different skeletal sites. J Bone Miner Res19:1945–1954. Riggs BL, Melton LJ, Robb R a, et al 2004 Population-based study of age and sex differences in bone volumetric density, size, geometry, and structure at different skeletal sites. J Bone Miner Res19:1945–1954.
27.
go back to reference Shanbhogue VV, Brixen K, Hansen S (2016) Age- and sex-related changes in bone microarchitecture and estimated strength: a three-year prospective study using HRpQCT. J Bone Miner Res 31:1541–1549CrossRef Shanbhogue VV, Brixen K, Hansen S (2016) Age- and sex-related changes in bone microarchitecture and estimated strength: a three-year prospective study using HRpQCT. J Bone Miner Res 31:1541–1549CrossRef
28.
go back to reference Yang L, Udall WJM, McCloskey EV, Eastell R (2014) Distribution of bone density and cortical thickness in the proximal femur and their association with hip fracture in postmenopausal women: a quantitative computed tomography study. Osteoporos Int 25:251–263CrossRef Yang L, Udall WJM, McCloskey EV, Eastell R (2014) Distribution of bone density and cortical thickness in the proximal femur and their association with hip fracture in postmenopausal women: a quantitative computed tomography study. Osteoporos Int 25:251–263CrossRef
29.
go back to reference Cheng X, Li J, Lu Y, Keyak J, Lang T (2007) Proximal femoral density and geometry measurements by quantitative computed tomography: association with hip fracture. Bone 40:169–174CrossRef Cheng X, Li J, Lu Y, Keyak J, Lang T (2007) Proximal femoral density and geometry measurements by quantitative computed tomography: association with hip fracture. Bone 40:169–174CrossRef
30.
go back to reference Humbert L, Bagué A, Di Gregorio S, Winzenrieth R, Sevillano X, González Ballester MÁ, Del Rio L (2018 Nov) DXA-based 3D analysis of the cortical and trabecular bone of hip fracture postmenopausal women: a case-control study. J Clin Densitom 13 Humbert L, Bagué A, Di Gregorio S, Winzenrieth R, Sevillano X, González Ballester MÁ, Del Rio L (2018 Nov) DXA-based 3D analysis of the cortical and trabecular bone of hip fracture postmenopausal women: a case-control study. J Clin Densitom 13
31.
go back to reference López Picazo M, Humbert L, Winzenrieth R, Di Gregorio S, González Ballester MA, Del Río Barquero LM (2020) Association between osteoporotic femoral neck fractures and DXA-derived 3D measurements at lumbar spine: a case-control study. Arch Osteoporos 15:8CrossRef López Picazo M, Humbert L, Winzenrieth R, Di Gregorio S, González Ballester MA, Del Río Barquero LM (2020) Association between osteoporotic femoral neck fractures and DXA-derived 3D measurements at lumbar spine: a case-control study. Arch Osteoporos 15:8CrossRef
Metadata
Title
3D analysis of bone mineral density in a cohort: age- and sex-related differences
Authors
Carmen Valero
José Manuel Olmos
Ludovic Humbert
Jesús Castillo
José Luis Hernández
Josefina Martínez
Jesús González Macías
Publication date
01-12-2021
Publisher
Springer London
Published in
Archives of Osteoporosis / Issue 1/2021
Print ISSN: 1862-3522
Electronic ISSN: 1862-3514
DOI
https://doi.org/10.1007/s11657-021-00921-w

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