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Published in: Osteoporosis International 12/2011

01-12-2011 | Original Article

Determinants of forearm strength in postmenopausal women

Authors: L. J. Melton III, B. L. Riggs, R. Müller, S. J. Achenbach, D. Christen, E. J. Atkinson, S. Amin, S. Khosla

Published in: Osteoporosis International | Issue 12/2011

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Abstract

Summary

Bone strength at the ultradistal radius, quantified by micro-finite element modeling, can be predicted by variables obtained from high-resolution peripheral quantitative computed tomography scans. The specific formula for this bone strength surrogate (−555.2 + 8.1 × [trabecular vBMD] + 19.6 × [cortical area] + 4.2 × [total cross-sectional area]) should be validated and tested in fracture risk assessment.

Introduction

The purpose of this study was to identify key determinants of ultradistal radius (UDR) strength and evaluate their relationships with age, sex steroid levels, and measures of habitual skeletal loading.

Methods

UDR failure load (~strength) was assessed by micro-finite element (μFE) modeling in 105 postmenopausal controls from an earlier forearm fracture case-control study. Predictors of bone strength obtained by high-resolution peripheral quantitative computed tomography (HRpQCT) in this group were then evaluated in a population-based cohort of 214 postmenopausal women. Sex steroids were measured by mass spectrometry.

Results

A surrogate variable (−555.2 + 8.1 × [trabecular vBMD] + 19.6 × [cortical area] + 4.2 × [total cross-sectional area]) predicted UDR strength modeled by μFE (R 2 = 0.81), and all parameters except total cross-sectional area declined with age. Evaluated cross-sectionally, the 21% fall in predicted bone strength between ages 40–49 years and 80+ years more resembled the change in trabecular volumetric bone mineral density (vBMD) (−15%) than that in cortical area (−41%). In multivariable analyses, measures of body composition and physical activity were stronger predictors of UDR trabecular vBMD, cortical area, total cross-sectional area, and predicted bone strength than were sex steroid levels, but bio-available estradiol and testosterone were correlated with body mass.

Conclusions

Bone strength at the UDR, as quantified by μFE, can be predicted from variables obtained by HRpQCT. Predicted bone strength declines with age with changes in UDR trabecular vBMD and cortical area, related in turn to reduced skeletal loading and sex steroid levels. The predicted bone strength formula should be validated and tested in fracture risk assessment.
Literature
1.
go back to reference Melton LJ 3rd, Riggs BL, van Lenthe GH, Achenbach SJ, Müller R, Bouxsein ML, Amin S, Atkinson EJ, Khosla S (2007) Contribution of in vivo structural measurements and load/strength ratios to the determination of forearm fracture risk in postmenopausal women. J Bone Miner Res 22:1442–1448PubMedCrossRef Melton LJ 3rd, Riggs BL, van Lenthe GH, Achenbach SJ, Müller R, Bouxsein ML, Amin S, Atkinson EJ, Khosla S (2007) Contribution of in vivo structural measurements and load/strength ratios to the determination of forearm fracture risk in postmenopausal women. J Bone Miner Res 22:1442–1448PubMedCrossRef
2.
go back to reference Boutroy S, van Rietbergen B, Sornay-Rendu E, Munoz F, Bouxsein ML, Delmas PD (2008) Finite element analysis based on in vivo HR-pQCT images of the distal radius is associated with wrist fracture in postmenopausal women. J Bone Miner Res 23:392–399PubMedCrossRef Boutroy S, van Rietbergen B, Sornay-Rendu E, Munoz F, Bouxsein ML, Delmas PD (2008) Finite element analysis based on in vivo HR-pQCT images of the distal radius is associated with wrist fracture in postmenopausal women. J Bone Miner Res 23:392–399PubMedCrossRef
3.
go back to reference Melton LJ 3rd, Christen D, Riggs BL, Achenbach SJ, Müller R, van Lenthe GH, Amin S, Atkinson EJ, Khosla S (2010) Assessing forearm fracture risk in postmenopausal women. Osteoporos Int 21:1161–1169PubMedCrossRef Melton LJ 3rd, Christen D, Riggs BL, Achenbach SJ, Müller R, van Lenthe GH, Amin S, Atkinson EJ, Khosla S (2010) Assessing forearm fracture risk in postmenopausal women. Osteoporos Int 21:1161–1169PubMedCrossRef
4.
go back to reference Frost HM (1997) On our age-related bone loss: insights from a new paradigm. J Bone Miner Res 12:1539–1546PubMedCrossRef Frost HM (1997) On our age-related bone loss: insights from a new paradigm. J Bone Miner Res 12:1539–1546PubMedCrossRef
5.
go back to reference Riggs BL, Khosla S, Melton LJ 3rd (2002) Sex steroids and the construction and conservation of the adult skeleton. Endocr Rev 23:279–302PubMedCrossRef Riggs BL, Khosla S, Melton LJ 3rd (2002) Sex steroids and the construction and conservation of the adult skeleton. Endocr Rev 23:279–302PubMedCrossRef
6.
go back to reference Riggs BL, Melton LJ 3rd, Robb RA, Camp JJ, Atkinson EJ, Peterson JM, Rouleau PA, McCollough CH, Bouxsein ML, Khosla S (2004) Population-based study of age and sex differences in bone volumetric density, size, geometry, and structure at different skeletal sites. J Bone Miner Res 19:1945–1954PubMedCrossRef Riggs BL, Melton LJ 3rd, Robb RA, Camp JJ, Atkinson EJ, Peterson JM, Rouleau PA, McCollough CH, Bouxsein ML, Khosla S (2004) Population-based study of age and sex differences in bone volumetric density, size, geometry, and structure at different skeletal sites. J Bone Miner Res 19:1945–1954PubMedCrossRef
7.
go back to reference Riggs BL, Melton LJ 3rd, Robb RA, Camp JJ, Atkinson EJ, Oberg AL, Rouleau PA, McCollough CH, Khosla S, Bouxsein ML (2006) Population-based analysis of the relationship of whole bone strength indices and fall-related loads to age- and sex-specific patterns of hip and wrist fractures. J Bone Miner Res 21:315–323PubMedCrossRef Riggs BL, Melton LJ 3rd, Robb RA, Camp JJ, Atkinson EJ, Oberg AL, Rouleau PA, McCollough CH, Khosla S, Bouxsein ML (2006) Population-based analysis of the relationship of whole bone strength indices and fall-related loads to age- and sex-specific patterns of hip and wrist fractures. J Bone Miner Res 21:315–323PubMedCrossRef
8.
go back to reference Mueller TL, Wirth AJ, Müller R, van Lenthe GH (2008) Computational bone mechanics to estimate failure load in the human radius of an elderly population. J Biomech 41(S1):S154CrossRef Mueller TL, Wirth AJ, Müller R, van Lenthe GH (2008) Computational bone mechanics to estimate failure load in the human radius of an elderly population. J Biomech 41(S1):S154CrossRef
9.
go back to reference Kirmani S, Christen D, van Lenthe GH, Fischer PR, Bouxsein ML, McCready LK, Melton LJ 3rd, Riggs BL, Amin S, Müller R, Khosla S (2009) Bone structure at the distal radius during adolescent growth. J Bone Miner Res 24:1033–1042PubMedCrossRef Kirmani S, Christen D, van Lenthe GH, Fischer PR, Bouxsein ML, McCready LK, Melton LJ 3rd, Riggs BL, Amin S, Müller R, Khosla S (2009) Bone structure at the distal radius during adolescent growth. J Bone Miner Res 24:1033–1042PubMedCrossRef
10.
go back to reference Laib A, Hauselmann HJ, Ruegsegger P (1998) In vivo high resolution 3D-QCT of the human forearm. Technol Health Care 6:329–337PubMed Laib A, Hauselmann HJ, Ruegsegger P (1998) In vivo high resolution 3D-QCT of the human forearm. Technol Health Care 6:329–337PubMed
11.
go back to reference Laib A, Newitt DC, Lu Y, Majumdar S (2002) New model-independent measures of trabecular bone structure applied to in vivo high-resolution MR images. Osteoporos Int 13:130–136PubMedCrossRef Laib A, Newitt DC, Lu Y, Majumdar S (2002) New model-independent measures of trabecular bone structure applied to in vivo high-resolution MR images. Osteoporos Int 13:130–136PubMedCrossRef
12.
go back to reference Laib A, Ruegsegger P (1999) Calibration of trabecular bone structure measurements of in vivo three-dimensional peripheral quantitative computed tomography with 28-mm-resolution microcomputed tomography. Bone 24:35–39PubMedCrossRef Laib A, Ruegsegger P (1999) Calibration of trabecular bone structure measurements of in vivo three-dimensional peripheral quantitative computed tomography with 28-mm-resolution microcomputed tomography. Bone 24:35–39PubMedCrossRef
13.
go back to reference MacNeil JA, Boyd SK (2007) Accuracy of high-resolution peripheral quantitative computed tomography for measurement of bone quality. Med Eng Phys 29:1096–1105PubMedCrossRef MacNeil JA, Boyd SK (2007) Accuracy of high-resolution peripheral quantitative computed tomography for measurement of bone quality. Med Eng Phys 29:1096–1105PubMedCrossRef
14.
go back to reference Paffenbarger RS Jr, Wing AL, Hyde RT (1978) Physical activity as an index of heart attack risk in college alumni. Am J Epidemiol 108:161–175PubMed Paffenbarger RS Jr, Wing AL, Hyde RT (1978) Physical activity as an index of heart attack risk in college alumni. Am J Epidemiol 108:161–175PubMed
15.
go back to reference Ainsworth BE, Haskell WL, Leon AS, Jacobs DR Jr, Montoye HJ, Sallis JF, Paffenbarger RS Jr (1993) Compendium of physical activities: classification of energy costs of human physical activities. Med Sci Sports Exerc 25:71–80PubMedCrossRef Ainsworth BE, Haskell WL, Leon AS, Jacobs DR Jr, Montoye HJ, Sallis JF, Paffenbarger RS Jr (1993) Compendium of physical activities: classification of energy costs of human physical activities. Med Sci Sports Exerc 25:71–80PubMedCrossRef
16.
go back to reference Khosla S, Amin S, Singh RJ, Atkinson EJ, Melton LJ 3rd, Riggs BL (2008) Comparison of sex steroid measurements in men by immunoassay versus mass spectroscopy and relationships with cortical and trabecular volumetric bone mineral density. Osteoporos Int 19:1465–1471PubMedCrossRef Khosla S, Amin S, Singh RJ, Atkinson EJ, Melton LJ 3rd, Riggs BL (2008) Comparison of sex steroid measurements in men by immunoassay versus mass spectroscopy and relationships with cortical and trabecular volumetric bone mineral density. Osteoporos Int 19:1465–1471PubMedCrossRef
17.
go back to reference Khosla S, Melton LJ 3rd, Atkinson EJ, O'Fallon WM, Klee GG, Riggs BL (1998) Relationship of serum sex steroid levels and bone turnover markers with bone mineral density in men and women: a key role for bioavailable estrogen. J Clin Endocrinol Metab 83:2266–2274PubMedCrossRef Khosla S, Melton LJ 3rd, Atkinson EJ, O'Fallon WM, Klee GG, Riggs BL (1998) Relationship of serum sex steroid levels and bone turnover markers with bone mineral density in men and women: a key role for bioavailable estrogen. J Clin Endocrinol Metab 83:2266–2274PubMedCrossRef
18.
go back to reference Meng XL, Rosenthal R, Rubin DB (1992) Comparing correlated correlation coefficients. Psychol Bulletin 111:172–175CrossRef Meng XL, Rosenthal R, Rubin DB (1992) Comparing correlated correlation coefficients. Psychol Bulletin 111:172–175CrossRef
19.
go back to reference van Lenthe GH, Müller R (2008) CT-based visualization and quantification of bone microstructure in vivo. IBMS BoneKEy 5:410–425 van Lenthe GH, Müller R (2008) CT-based visualization and quantification of bone microstructure in vivo. IBMS BoneKEy 5:410–425
20.
go back to reference Muller ME, Webber CE, Bouxsein ML (2003) Predicting the failure load of the distal radius. Osteoporos Int 14:345–352PubMedCrossRef Muller ME, Webber CE, Bouxsein ML (2003) Predicting the failure load of the distal radius. Osteoporos Int 14:345–352PubMedCrossRef
21.
go back to reference Eckstein F, Kuhn V, Lochmuller EM (2004) Strength prediction of the distal radius by bone densitometry—evaluation using biomechanical tests. Ann Biomed Eng 32:487–503PubMedCrossRef Eckstein F, Kuhn V, Lochmuller EM (2004) Strength prediction of the distal radius by bone densitometry—evaluation using biomechanical tests. Ann Biomed Eng 32:487–503PubMedCrossRef
22.
go back to reference Seeman E, Delmas PD (2006) Bone quality—the material and structural basis of bone strength and fragility. N Engl J Med 354:2250–2261PubMedCrossRef Seeman E, Delmas PD (2006) Bone quality—the material and structural basis of bone strength and fragility. N Engl J Med 354:2250–2261PubMedCrossRef
23.
go back to reference Gatti D, Rossini M, Zamberlan N, Braga V, Fracassi E, Adami S (1996) Effect of aging on trabecular and compact bone components of proximal and ultradistal radius. Osteoporos Int 6:355–360PubMedCrossRef Gatti D, Rossini M, Zamberlan N, Braga V, Fracassi E, Adami S (1996) Effect of aging on trabecular and compact bone components of proximal and ultradistal radius. Osteoporos Int 6:355–360PubMedCrossRef
24.
go back to reference Boonen S, Cheng XG, Nijs J, Nicholson PH, Verbeke G, Lesaffre E, Aerssens J, Dequeker J (1997) Factors associated with cortical and trabecular bone loss as quantified by peripheral computed tomography (pQCT) at the ultradistal radius in aging women. Calcif Tissue Int 60:164–170PubMedCrossRef Boonen S, Cheng XG, Nijs J, Nicholson PH, Verbeke G, Lesaffre E, Aerssens J, Dequeker J (1997) Factors associated with cortical and trabecular bone loss as quantified by peripheral computed tomography (pQCT) at the ultradistal radius in aging women. Calcif Tissue Int 60:164–170PubMedCrossRef
25.
go back to reference Riggs BL, Melton LJ, Robb RA, Camp JJ, Atkinson EJ, McDaniel L, Amin S, Rouleau PA, Khosla S (2008) A population-based assessment of rates of bone loss at multiple skeletal sites: evidence for substantial trabecular bone loss in young adult women and men. J Bone Miner Res 23:205–214PubMedCrossRef Riggs BL, Melton LJ, Robb RA, Camp JJ, Atkinson EJ, McDaniel L, Amin S, Rouleau PA, Khosla S (2008) A population-based assessment of rates of bone loss at multiple skeletal sites: evidence for substantial trabecular bone loss in young adult women and men. J Bone Miner Res 23:205–214PubMedCrossRef
26.
go back to reference Dalzell N, Kaptoge S, Morris N, Berthier A, Koller B, Braak L, van Rietbergen B, Reeve J (2009) Bone micro-architecture and determinants of strength in the radius and tibia: age-related changes in a population-based study of normal adults measured with high-resolution pQCT. Osteoporos Int 20:1683–1694PubMedCrossRef Dalzell N, Kaptoge S, Morris N, Berthier A, Koller B, Braak L, van Rietbergen B, Reeve J (2009) Bone micro-architecture and determinants of strength in the radius and tibia: age-related changes in a population-based study of normal adults measured with high-resolution pQCT. Osteoporos Int 20:1683–1694PubMedCrossRef
27.
go back to reference Zebaze RM, Ghasem-Zadeh A, Bohte A, Iuliano-Burns S, Mirams M, Price RI, Mackie EJ, Seeman E (2010) Intracortical remodelling and porosity in the distal radius and post-mortem femurs of women: a cross-sectional study. Lancet 375:1729–1736PubMedCrossRef Zebaze RM, Ghasem-Zadeh A, Bohte A, Iuliano-Burns S, Mirams M, Price RI, Mackie EJ, Seeman E (2010) Intracortical remodelling and porosity in the distal radius and post-mortem femurs of women: a cross-sectional study. Lancet 375:1729–1736PubMedCrossRef
28.
go back to reference Melton LJ 3rd, Riggs BL, Achenbach SJ, Amin S, Camp JJ, Rouleau PA, Robb RA, Oberg AL, Khosla S (2006) Does reduced skeletal loading account for age-related bone loss? J Bone Miner Res 21:1847–1855PubMedCrossRef Melton LJ 3rd, Riggs BL, Achenbach SJ, Amin S, Camp JJ, Rouleau PA, Robb RA, Oberg AL, Khosla S (2006) Does reduced skeletal loading account for age-related bone loss? J Bone Miner Res 21:1847–1855PubMedCrossRef
29.
go back to reference Proctor DN, Melton LJ, Khosla S, Crowson CS, O'Connor MK, Riggs BL (2000) Relative influence of physical activity, muscle mass and strength on bone density. Osteoporos Int 11:944–952PubMedCrossRef Proctor DN, Melton LJ, Khosla S, Crowson CS, O'Connor MK, Riggs BL (2000) Relative influence of physical activity, muscle mass and strength on bone density. Osteoporos Int 11:944–952PubMedCrossRef
30.
go back to reference Lavie CJ, Milani RV, Ventura HO, Romero-Corral A (2010) Body composition and heart failure prevalence and prognosis: getting to the fat of the matter in the “obesity paradox”. Mayo Clin Proc 85:605–608PubMedCrossRef Lavie CJ, Milani RV, Ventura HO, Romero-Corral A (2010) Body composition and heart failure prevalence and prognosis: getting to the fat of the matter in the “obesity paradox”. Mayo Clin Proc 85:605–608PubMedCrossRef
31.
go back to reference Kamel HK, Maas D, Duthie EH Jr (2002) Role of hormones in the pathogenesis and management of sarcopenia. Drugs Aging 19:865–877PubMedCrossRef Kamel HK, Maas D, Duthie EH Jr (2002) Role of hormones in the pathogenesis and management of sarcopenia. Drugs Aging 19:865–877PubMedCrossRef
32.
go back to reference Khosla S, Riggs BL, Robb RA, Camp JJ, Achenbach SJ, Oberg AL, Rouleau PA, Melton LJ 3rd (2005) Relationship of volumetric bone density and structural parameters at different skeletal sites to sex steroid levels in women. J Clin Endocrinol Metab 90:5096–5103PubMedCrossRef Khosla S, Riggs BL, Robb RA, Camp JJ, Achenbach SJ, Oberg AL, Rouleau PA, Melton LJ 3rd (2005) Relationship of volumetric bone density and structural parameters at different skeletal sites to sex steroid levels in women. J Clin Endocrinol Metab 90:5096–5103PubMedCrossRef
33.
go back to reference Mueller TL, van Lenthe GH, Stauber M, Gratzke C, Eckstein F, Müller R (2009) Regional, age and gender differences in architectural measures of bone quality and their correlation to bone mechanical competence in the human radius of an elderly population. Bone 45:882–891PubMedCrossRef Mueller TL, van Lenthe GH, Stauber M, Gratzke C, Eckstein F, Müller R (2009) Regional, age and gender differences in architectural measures of bone quality and their correlation to bone mechanical competence in the human radius of an elderly population. Bone 45:882–891PubMedCrossRef
34.
go back to reference Wang ZM, Visser M, Ma R, Baumgartner RN, Kotler D, Gallagher D, Heymsfield SB (1996) Skeletal muscle mass: evaluation of neutron activation and dual-energy X-ray absorptiometry methods. J Appl Physiol 80:824–831PubMed Wang ZM, Visser M, Ma R, Baumgartner RN, Kotler D, Gallagher D, Heymsfield SB (1996) Skeletal muscle mass: evaluation of neutron activation and dual-energy X-ray absorptiometry methods. J Appl Physiol 80:824–831PubMed
35.
go back to reference Myburgh KH, Charette S, Zhou L, Steele CR, Arnaud S, Marcus R (1993) Influence of recreational activity and muscle strength on ulnar bending stiffness in men. Med Sci Sports Exerc 25:592–596PubMed Myburgh KH, Charette S, Zhou L, Steele CR, Arnaud S, Marcus R (1993) Influence of recreational activity and muscle strength on ulnar bending stiffness in men. Med Sci Sports Exerc 25:592–596PubMed
36.
go back to reference Melton LJ 3rd, Khosla S, Atkinson EJ, O'Connor MK, O'Fallon WM, Riggs BL (2000) Cross-sectional versus longitudinal evaluation of bone loss in men and women. Osteoporos Int 11:592–599PubMedCrossRef Melton LJ 3rd, Khosla S, Atkinson EJ, O'Connor MK, O'Fallon WM, Riggs BL (2000) Cross-sectional versus longitudinal evaluation of bone loss in men and women. Osteoporos Int 11:592–599PubMedCrossRef
37.
go back to reference Ahlborg HG, Johnell O, Turner CH, Rannevik G, Karlsson MK (2003) Bone loss and bone size after menopause. N Engl J Med 349:327–334PubMedCrossRef Ahlborg HG, Johnell O, Turner CH, Rannevik G, Karlsson MK (2003) Bone loss and bone size after menopause. N Engl J Med 349:327–334PubMedCrossRef
38.
go back to reference Keaveny TM, Kopperdahl DL, Melton LJ 3rd, Hoffmann PF, Amin S, Riggs BL, Khosla S (2010) Age-dependence of femoral strength in white women and men. J Bone Miner Res 25:994–1001PubMedCrossRef Keaveny TM, Kopperdahl DL, Melton LJ 3rd, Hoffmann PF, Amin S, Riggs BL, Khosla S (2010) Age-dependence of femoral strength in white women and men. J Bone Miner Res 25:994–1001PubMedCrossRef
Metadata
Title
Determinants of forearm strength in postmenopausal women
Authors
L. J. Melton III
B. L. Riggs
R. Müller
S. J. Achenbach
D. Christen
E. J. Atkinson
S. Amin
S. Khosla
Publication date
01-12-2011
Publisher
Springer-Verlag
Published in
Osteoporosis International / Issue 12/2011
Print ISSN: 0937-941X
Electronic ISSN: 1433-2965
DOI
https://doi.org/10.1007/s00198-011-1540-2

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