Skip to main content
Top
Published in: Skeletal Radiology 7/2019

Open Access 01-07-2019 | Scientific Article

Assessing the effects of long-term osteoporosis treatment by using conventional spine radiographs: results from a pilot study in a sub-cohort of a large randomized controlled trial

Authors: Hans Peter Dimai, Richard Ljuhar, Davul Ljuhar, Benjamin Norman, Stefan Nehrer, Andreas Kurth, Astrid Fahrleitner-Pammer

Published in: Skeletal Radiology | Issue 7/2019

Login to get access

Abstract

Objective

To evaluate the clinical applicability of a software tool developed to extract bone textural information from conventional lumbar spine radiographs, and to test it in a subset of postmenopausal women treated for osteoporosis with the fully human monoclonal antibody denosumab.

Methods

The software was developed based on the principles of a fractal model using pixel grey-level variations together with a specific machine-learning algorithm. The obtained dimensionless parameter, termed bone structure value (BSV), was then tested and compared to bone mineral density (BMD) in a sub-cohort of postmenopausal women with osteoporosis who were treated with the monoclonal antibody denosumab, within the framework of a large randomized controlled trial and its open-label extension phase.

Results

After 3 years and after 8 years of treatment with denosumab, mean lumbar spine BMD as well as mean lumbar BSV were significantly higher compared to study entry (one-way repeated measures ANOVA for DXA: F = 108.2, p < 0.00001; and for BSV: F = 84.3, p < 0.00001). The overall increase in DXA-derived lumbar spine BMD at year 8 was + 42% (mean ± SD; 0.725 ± 0.038 g/cm2 to 1.031 ± 0.092 g/cm2; p < 0.0001), and the overall increase of BSV was 255% (mean ± SD; 0.076 ± 0.022 to 0.270 ± 0.09, p < 0.0001). Overall, BMD and BSV were significantly correlated (R = 0.51; p < 0.0001).

Conclusions

This pilot study provides evidence that lumbar spine BSV as obtained from conventional radiographs constitutes a useful means for the assessment of bone-specific treatment effects in postmenopausal women with osteoporosis.
Literature
1.
go back to reference Dimai HP. Use of dual-energy X-ray absorptiometry (DXA) for diagnosis and fracture risk assessment; WHO-criteria, T- and Z-score, and reference databases. Bone. 2017;104:39–43.CrossRefPubMed Dimai HP. Use of dual-energy X-ray absorptiometry (DXA) for diagnosis and fracture risk assessment; WHO-criteria, T- and Z-score, and reference databases. Bone. 2017;104:39–43.CrossRefPubMed
2.
go back to reference Marshall D, Johnell O, Wedel H. Meta-analysis of how well measures of bone mineral density predict occurrence of osteoporotic fractures. BMJ. 1996;312(7041):1254–9.CrossRefPubMedPubMedCentral Marshall D, Johnell O, Wedel H. Meta-analysis of how well measures of bone mineral density predict occurrence of osteoporotic fractures. BMJ. 1996;312(7041):1254–9.CrossRefPubMedPubMedCentral
3.
go back to reference Drinka PJ, DeSmet AA, Bauwens SF, Rogot A. The effect of overlying calcification on lumbar bone densitometry. Calcif Tissue Int. 1992;50(6):507–10.CrossRefPubMed Drinka PJ, DeSmet AA, Bauwens SF, Rogot A. The effect of overlying calcification on lumbar bone densitometry. Calcif Tissue Int. 1992;50(6):507–10.CrossRefPubMed
4.
go back to reference Orwoll ES, Oviatt SK, Mann T. The impact of osteophytic and vascular calcifications on vertebral mineral density measurements in men. J Clin Endocrinol Metab. 1990;70(4):1202–7.CrossRefPubMed Orwoll ES, Oviatt SK, Mann T. The impact of osteophytic and vascular calcifications on vertebral mineral density measurements in men. J Clin Endocrinol Metab. 1990;70(4):1202–7.CrossRefPubMed
5.
go back to reference Greenspan SL, Maitland-Ramsey L, Myers E. Classification of osteoporosis in the elderly is dependent on site-specific analysis. Calcif Tissue Int. 1996;58(6):409–14.CrossRefPubMed Greenspan SL, Maitland-Ramsey L, Myers E. Classification of osteoporosis in the elderly is dependent on site-specific analysis. Calcif Tissue Int. 1996;58(6):409–14.CrossRefPubMed
6.
go back to reference Kanis JA, Delmas P, Burckhardt P, Cooper C, Torgerson D. Guidelines for diagnosis and management of osteoporosis. The European Foundation for Osteoporosis and Bone Disease. Osteoporos Int. 1997;7(4):390–406.CrossRefPubMed Kanis JA, Delmas P, Burckhardt P, Cooper C, Torgerson D. Guidelines for diagnosis and management of osteoporosis. The European Foundation for Osteoporosis and Bone Disease. Osteoporos Int. 1997;7(4):390–406.CrossRefPubMed
7.
go back to reference Hochberg MC, Greenspan S, Wasnich RD, Miller P, Thompson DE, Ross PD. Changes in bone density and turnover explain the reductions in incidence of nonvertebral fractures that occur during treatment with antiresorptive agents. J Clin Endocrinol Metab. 2002;87(4):1586–92.CrossRefPubMed Hochberg MC, Greenspan S, Wasnich RD, Miller P, Thompson DE, Ross PD. Changes in bone density and turnover explain the reductions in incidence of nonvertebral fractures that occur during treatment with antiresorptive agents. J Clin Endocrinol Metab. 2002;87(4):1586–92.CrossRefPubMed
9.
go back to reference Schousboe JT, Shepherd JA, Bilezikian JP, Baim S. Executive summary of the 2013 International Society for Clinical Densitometry Position Development Conference on bone densitometry. J Clin Densitom. 2013;16(4):455–66.CrossRefPubMed Schousboe JT, Shepherd JA, Bilezikian JP, Baim S. Executive summary of the 2013 International Society for Clinical Densitometry Position Development Conference on bone densitometry. J Clin Densitom. 2013;16(4):455–66.CrossRefPubMed
10.
go back to reference Benhamou CL, Poupon S, Lespessailles E, et al. Fractal analysis of radiographic trabecular bone texture and bone mineral density: two complementary parameters related to osteoporotic fractures. J Bone Miner Res. 2001;16(4):697–704.CrossRefPubMed Benhamou CL, Poupon S, Lespessailles E, et al. Fractal analysis of radiographic trabecular bone texture and bone mineral density: two complementary parameters related to osteoporotic fractures. J Bone Miner Res. 2001;16(4):697–704.CrossRefPubMed
11.
go back to reference Pothuaud L, Lespessailles E, Harba R, et al. Fractal analysis of trabecular bone texture on radiographs: discriminant value in postmenopausal osteoporosis. Osteoporos Int. 1998;8(6):618–25.CrossRefPubMed Pothuaud L, Lespessailles E, Harba R, et al. Fractal analysis of trabecular bone texture on radiographs: discriminant value in postmenopausal osteoporosis. Osteoporos Int. 1998;8(6):618–25.CrossRefPubMed
12.
go back to reference Lespessailles E, Gadois C, Kousignian I, et al. Clinical interest of bone texture analysis in osteoporosis: a case control multicenter study. Osteoporos Int. 2008 Jul;19(7):1019–28.CrossRefPubMed Lespessailles E, Gadois C, Kousignian I, et al. Clinical interest of bone texture analysis in osteoporosis: a case control multicenter study. Osteoporos Int. 2008 Jul;19(7):1019–28.CrossRefPubMed
13.
go back to reference Buckland-Wright C. Subchondral bone changes in hand and knee osteoarthritis detected by radiography. Osteoarthr Cartil. 2004;12(Suppl A):S10–9.CrossRef Buckland-Wright C. Subchondral bone changes in hand and knee osteoarthritis detected by radiography. Osteoarthr Cartil. 2004;12(Suppl A):S10–9.CrossRef
14.
go back to reference Janvier T, Jennane R, Valery A, et al. Subchondral tibial bone texture analysis predicts knee osteoarthritis progression: data from the osteoarthritis initiative: tibial bone texture & knee OA progression. Osteoarthr Cartil. 2017;25(2):259–66. Janvier T, Jennane R, Valery A, et al. Subchondral tibial bone texture analysis predicts knee osteoarthritis progression: data from the osteoarthritis initiative: tibial bone texture & knee OA progression. Osteoarthr Cartil. 2017;25(2):259–66.
15.
go back to reference Zandieh S, Haller J, Bernt R, Hergan K, Rath E. Fractal analysis of subchondral bone changes of the hand in rheumatoid arthritis. Medicine (Baltimore). 2017;96(11):e6344.CrossRef Zandieh S, Haller J, Bernt R, Hergan K, Rath E. Fractal analysis of subchondral bone changes of the hand in rheumatoid arthritis. Medicine (Baltimore). 2017;96(11):e6344.CrossRef
16.
go back to reference Cummings SR, San Martin J, McClung MR, et al. Denosumab for prevention of fractures in postmenopausal women with osteoporosis. N Engl J Med. 2009;361(8):756–65.CrossRefPubMed Cummings SR, San Martin J, McClung MR, et al. Denosumab for prevention of fractures in postmenopausal women with osteoporosis. N Engl J Med. 2009;361(8):756–65.CrossRefPubMed
17.
go back to reference Papapoulos S, Chapurlat R, Libanati C, et al. Five years of denosumab exposure in women with postmenopausal osteoporosis: results from the first two years of the FREEDOM extension. J Bone Miner Res. 2012;27(3):694–701.CrossRefPubMed Papapoulos S, Chapurlat R, Libanati C, et al. Five years of denosumab exposure in women with postmenopausal osteoporosis: results from the first two years of the FREEDOM extension. J Bone Miner Res. 2012;27(3):694–701.CrossRefPubMed
18.
go back to reference Papapoulos S, Lippuner K, Roux C, et al. The effect of 8 or 5 years of denosumab treatment in postmenopausal women with osteoporosis: results from the FREEDOM extension study. Osteoporos Int. 2015;26(12):2773–83.CrossRefPubMedPubMedCentral Papapoulos S, Lippuner K, Roux C, et al. The effect of 8 or 5 years of denosumab treatment in postmenopausal women with osteoporosis: results from the FREEDOM extension study. Osteoporos Int. 2015;26(12):2773–83.CrossRefPubMedPubMedCentral
19.
go back to reference Bone HG, Chapurlat R, Brandi ML, et al. The effect of three or six years of denosumab exposure in women with postmenopausal osteoporosis: results from the FREEDOM extension. J Clin Endocrinol Metab. 2013;98(11):4483–92.CrossRefPubMedPubMedCentral Bone HG, Chapurlat R, Brandi ML, et al. The effect of three or six years of denosumab exposure in women with postmenopausal osteoporosis: results from the FREEDOM extension. J Clin Endocrinol Metab. 2013;98(11):4483–92.CrossRefPubMedPubMedCentral
20.
go back to reference Genant HK, Wu CY, van Kuijk C, Nevitt MC. Vertebral fracture assessment using a semiquantitative technique. J Bone Miner Res. 1993;8(9):1137–48.CrossRefPubMed Genant HK, Wu CY, van Kuijk C, Nevitt MC. Vertebral fracture assessment using a semiquantitative technique. J Bone Miner Res. 1993;8(9):1137–48.CrossRefPubMed
21.
go back to reference Lundahl T, Ohley WJ, Kay SM, Siffert R. Fractional Brownian motion: a maximum likelihood estimator and its application to image texture. IEEE Trans Med Imaging. 1986;5(3):152–61.CrossRefPubMed Lundahl T, Ohley WJ, Kay SM, Siffert R. Fractional Brownian motion: a maximum likelihood estimator and its application to image texture. IEEE Trans Med Imaging. 1986;5(3):152–61.CrossRefPubMed
22.
go back to reference Benhamou CL, Lespessailles E, Jacquet G, et al. Fractal organization of trabecular bone images on calcaneus radiographs. J Bone Miner Res. 1994;9(12):1909–18.CrossRefPubMed Benhamou CL, Lespessailles E, Jacquet G, et al. Fractal organization of trabecular bone images on calcaneus radiographs. J Bone Miner Res. 1994;9(12):1909–18.CrossRefPubMed
23.
go back to reference Genant HK, Engelke K, Hanley DA, et al. Denosumab improves density and strength parameters as measured by QCT of the radius in postmenopausal women with low bone mineral density. Bone. 2010;47(1):131–9.CrossRefPubMed Genant HK, Engelke K, Hanley DA, et al. Denosumab improves density and strength parameters as measured by QCT of the radius in postmenopausal women with low bone mineral density. Bone. 2010;47(1):131–9.CrossRefPubMed
24.
go back to reference McClung MR, Zanchetta JR, Hoiseth A, et al. Denosumab densitometric changes assessed by quantitative computed tomography at the spine and hip in postmenopausal women with osteoporosis. J Clin Densitom. 2013;16(2):250–6.CrossRefPubMed McClung MR, Zanchetta JR, Hoiseth A, et al. Denosumab densitometric changes assessed by quantitative computed tomography at the spine and hip in postmenopausal women with osteoporosis. J Clin Densitom. 2013;16(2):250–6.CrossRefPubMed
25.
go back to reference Dempster D, Brown J, Yue S et al. Effects of up to 10 years of denosumab treatment on bone matrix mineralization: results from the FREEDOM Extension. 2018;103(7):2498–2509. Dempster D, Brown J, Yue S et al. Effects of up to 10 years of denosumab treatment on bone matrix mineralization: results from the FREEDOM Extension. 2018;103(7):2498–2509.
26.
go back to reference Amstrup AK, Jakobsen NF, Moser E, Sikjaer T, Mosekilde L, Rejnmark L. Association between bone indices assessed by DXA, HR-pQCT and QCT scans in post-menopausal women. J Bone Miner Metab. 2016;34(6):638–45.CrossRefPubMed Amstrup AK, Jakobsen NF, Moser E, Sikjaer T, Mosekilde L, Rejnmark L. Association between bone indices assessed by DXA, HR-pQCT and QCT scans in post-menopausal women. J Bone Miner Metab. 2016;34(6):638–45.CrossRefPubMed
Metadata
Title
Assessing the effects of long-term osteoporosis treatment by using conventional spine radiographs: results from a pilot study in a sub-cohort of a large randomized controlled trial
Authors
Hans Peter Dimai
Richard Ljuhar
Davul Ljuhar
Benjamin Norman
Stefan Nehrer
Andreas Kurth
Astrid Fahrleitner-Pammer
Publication date
01-07-2019
Publisher
Springer Berlin Heidelberg
Published in
Skeletal Radiology / Issue 7/2019
Print ISSN: 0364-2348
Electronic ISSN: 1432-2161
DOI
https://doi.org/10.1007/s00256-018-3118-y

Other articles of this Issue 7/2019

Skeletal Radiology 7/2019 Go to the issue