Skip to main content
Erschienen in: European Radiology 12/2018

12.06.2018 | Magnetic Resonance

Bone susceptibility mapping with MRI is an alternative and reliable biomarker of osteoporosis in postmenopausal women

verfasst von: Yanjun Chen, Yihao Guo, Xintao Zhang, Yingjie Mei, Yanqiu Feng, Xiaodong Zhang

Erschienen in: European Radiology | Ausgabe 12/2018

Einloggen, um Zugang zu erhalten

Abstract

Objectives

To investigate the efficacy of quantitative susceptibility mapping (QSM) in the assessment of osteoporosis for postmenopausal women.

Methods

Between May and September 2017, a total of 70 postmenopausal women who underwent MRI-based QSM and quantitative computed tomography (QCT) were consecutively enrolled in this prospective study. The measurement of QSM and QCT values was performed on the L3 vertebrae body. On the basis of QCT value, all individuals were divided into three groups (normal, osteopenia and osteoporosis).

Results

On the basis of QCT, 18 individuals were normal (25.7%), 26 osteopenic (37.1%) and 26 osteoporotic (37.1%). The QSM value was age-related (p = 0.04) and significantly higher in the osteoporosis group than in either the normal or osteopenia group (for all, p < 0.001). In addition, the QSM value was highly correlated with QCT value (r = − 0.720, p < 0.001). For QSM, the area under the curve (AUC), sensitivity and specificity for differentiating osteopenia from non-osteopenia were 0.88, 86.5% and 77.8%, respectively, and for differentiating osteoporosis from non-osteoporosis they were 0.86, 80.8% and 77.3%, respectively.

Conclusions

MRI-based QSM could be used for quantifying susceptibility in vertebrae and has the potential to be a new biomarker in the assessment of osteoporosis for postmenopausal women.

Key Points

• Osteoporosis significantly increases risk of fracture for postmenopausal women.
• QSM value was correlated with QCT value (r = − 0.72, p < 0.001).
• QSM is feasible in the assessment of osteoporosis for postmenopausal women.
• QSM offers the quantification of susceptibility within bone.
Literatur
1.
Zurück zum Zitat Cosman F, de Beur SJ, LeBoff MS et al (2014) Clinician’s guide to prevention and treatment of osteoporosis. Osteoporos Int 25:2359–2381CrossRef Cosman F, de Beur SJ, LeBoff MS et al (2014) Clinician’s guide to prevention and treatment of osteoporosis. Osteoporos Int 25:2359–2381CrossRef
2.
Zurück zum Zitat Link TM (2016) Radiology of osteoporosis. Can Assoc Radiol J 67:28–40CrossRef Link TM (2016) Radiology of osteoporosis. Can Assoc Radiol J 67:28–40CrossRef
3.
Zurück zum Zitat Li N, Li X, Xu L, Sun W, Cheng X, Tian W (2013) Comparison of QCT and DXA: osteoporosis detection rates in postmenopausal women. Int J Endocrinol 2013:895474PubMedPubMedCentral Li N, Li X, Xu L, Sun W, Cheng X, Tian W (2013) Comparison of QCT and DXA: osteoporosis detection rates in postmenopausal women. Int J Endocrinol 2013:895474PubMedPubMedCentral
4.
Zurück zum Zitat Link TM, Lang TF (2014) Axial QCT: clinical applications and new developments. J Clin Densitom 17:438–448CrossRef Link TM, Lang TF (2014) Axial QCT: clinical applications and new developments. J Clin Densitom 17:438–448CrossRef
5.
Zurück zum Zitat Kazakia GJ, Hyun B, Burghardt AJ et al (2008) In vivo determination of bone structure in postmenopausal women: a comparison of HR-pQCT and high-feld MR imaging. J Bone Miner Res 23:463–474CrossRef Kazakia GJ, Hyun B, Burghardt AJ et al (2008) In vivo determination of bone structure in postmenopausal women: a comparison of HR-pQCT and high-feld MR imaging. J Bone Miner Res 23:463–474CrossRef
6.
Zurück zum Zitat Folkesson J, Goldenstein J, Carballido-Gamio J et al (2011) Longitudinal evaluation of the effects of alendronate on MRI bone microarchitecture in postmenopausal osteopenic women. Bone 48:611–621CrossRef Folkesson J, Goldenstein J, Carballido-Gamio J et al (2011) Longitudinal evaluation of the effects of alendronate on MRI bone microarchitecture in postmenopausal osteopenic women. Bone 48:611–621CrossRef
7.
Zurück zum Zitat Wehrli FW, Leonard MB, Saha PK, Gomberg BR (2004) Quantitative high-resolution magnetic resonance imaging reveals structural implications of renal osteodystrophy on trabecular and cortical bone. J Magn Reson Imaging 20:83–89CrossRef Wehrli FW, Leonard MB, Saha PK, Gomberg BR (2004) Quantitative high-resolution magnetic resonance imaging reveals structural implications of renal osteodystrophy on trabecular and cortical bone. J Magn Reson Imaging 20:83–89CrossRef
8.
Zurück zum Zitat Kuhn JP, Hernando D, Meffert PJ et al (2013) Proton-density fat fraction and simultaneous R2* estimation as an MRI tool for assessment of osteoporosis. Eur Radiol 23:3432–3439CrossRef Kuhn JP, Hernando D, Meffert PJ et al (2013) Proton-density fat fraction and simultaneous R2* estimation as an MRI tool for assessment of osteoporosis. Eur Radiol 23:3432–3439CrossRef
9.
Zurück zum Zitat Reichenbach JR, Schweser F, Serres B, Deistung A (2015) Quantitative susceptibility mapping: concepts and applications. Clin Neuroradiol 25:225–230CrossRef Reichenbach JR, Schweser F, Serres B, Deistung A (2015) Quantitative susceptibility mapping: concepts and applications. Clin Neuroradiol 25:225–230CrossRef
10.
Zurück zum Zitat Wang Y, Liu T (2015) Quantitative susceptibility mapping (QSM): decoding MRI data for a tissue magnetic biomarker. Magn Reson Med 73:82–101CrossRef Wang Y, Liu T (2015) Quantitative susceptibility mapping (QSM): decoding MRI data for a tissue magnetic biomarker. Magn Reson Med 73:82–101CrossRef
11.
Zurück zum Zitat Deistung A, Schweser F, Wiestler B et al (2013) Quantitative susceptibility mapping differentiates between blood depositions and calcifications in patients with glioblastoma. PLoS One 8:e57924CrossRef Deistung A, Schweser F, Wiestler B et al (2013) Quantitative susceptibility mapping differentiates between blood depositions and calcifications in patients with glioblastoma. PLoS One 8:e57924CrossRef
12.
Zurück zum Zitat Dimov AV, Liu Z, Spincemaille P, Du J, Wang Y (2015) Quantitative susceptibility mapping of bone using ultra-short TE sequence. In: Proceedings of the 23th Annual Meeting of ISMRM, Toronto, ON, Canada, p 938 Dimov AV, Liu Z, Spincemaille P, Du J, Wang Y (2015) Quantitative susceptibility mapping of bone using ultra-short TE sequence. In: Proceedings of the 23th Annual Meeting of ISMRM, Toronto, ON, Canada, p 938
13.
Zurück zum Zitat Nissi MJ, Toth F, Wang LN, Carlson CS, Ellermann JM (2015) Improved visualization of cartilage canals using quantitative susceptibility mapping. PLoS One 10:e0132167CrossRef Nissi MJ, Toth F, Wang LN, Carlson CS, Ellermann JM (2015) Improved visualization of cartilage canals using quantitative susceptibility mapping. PLoS One 10:e0132167CrossRef
14.
Zurück zum Zitat Wang L, Nissi MJ, Toth F et al (2016) Quantitative susceptibility mapping detects abnormalities in cartilage canals in a goat model of preclinical osteochondritis dissecans. Magn Reson Med 77:1276–1283CrossRef Wang L, Nissi MJ, Toth F et al (2016) Quantitative susceptibility mapping detects abnormalities in cartilage canals in a goat model of preclinical osteochondritis dissecans. Magn Reson Med 77:1276–1283CrossRef
15.
Zurück zum Zitat Wei H, Dibb R, Decker K et al (2017) Investigating magnetic susceptibility of human knee joint at 7 teslas. Magn Reson Med 78:1933–1943CrossRef Wei H, Dibb R, Decker K et al (2017) Investigating magnetic susceptibility of human knee joint at 7 teslas. Magn Reson Med 78:1933–1943CrossRef
16.
Zurück zum Zitat Dimov AV, Liu Z, Spincemaille P Prince MR, Du J, Wang Y (2018) Bone quantitative susceptibility mapping using a chemical species-specific R2* signal model with ultrashort and conventional echo data. Magn Reson Med 79:121–128CrossRef Dimov AV, Liu Z, Spincemaille P Prince MR, Du J, Wang Y (2018) Bone quantitative susceptibility mapping using a chemical species-specific R2* signal model with ultrashort and conventional echo data. Magn Reson Med 79:121–128CrossRef
18.
Zurück zum Zitat Liu T, Wisnieff C, Lou M, Chen W, Spincemaille P, Wang Y (2013) Nonlinear formulation of the magnetic field to source relationship for robust quantitative susceptibility mapping. Magn Reson Med 69:467–476CrossRef Liu T, Wisnieff C, Lou M, Chen W, Spincemaille P, Wang Y (2013) Nonlinear formulation of the magnetic field to source relationship for robust quantitative susceptibility mapping. Magn Reson Med 69:467–476CrossRef
19.
Zurück zum Zitat Acosta-Cabronero J, Cardenas-Blanco A, Betts MJ et al (2017) The whole-brain pattern of magnetic susceptibility perturbations in Parkinson's disease. Brain 140:118–131CrossRef Acosta-Cabronero J, Cardenas-Blanco A, Betts MJ et al (2017) The whole-brain pattern of magnetic susceptibility perturbations in Parkinson's disease. Brain 140:118–131CrossRef
20.
Zurück zum Zitat Liu T, Khalidov I, de Rochefort L et al (2011) A novel background field removal method for MRI using projection onto dipole fields (PDF). NMR Biomed 24:1129–1136CrossRef Liu T, Khalidov I, de Rochefort L et al (2011) A novel background field removal method for MRI using projection onto dipole fields (PDF). NMR Biomed 24:1129–1136CrossRef
21.
Zurück zum Zitat Bilgic B, Fan AP, Polimeni JR et al (2014) Fast quantitative susceptibility mapping with L1-regularization and automatic parameter selection. Magn Reson Med 72:1444–1459CrossRef Bilgic B, Fan AP, Polimeni JR et al (2014) Fast quantitative susceptibility mapping with L1-regularization and automatic parameter selection. Magn Reson Med 72:1444–1459CrossRef
22.
Zurück zum Zitat WHO (1994) Assessment of fracture risk and its application to screening for postmenopausal osteoporosis. Report of a WHO study group. World Health Organ Tech Rep Ser 843:1–129 WHO (1994) Assessment of fracture risk and its application to screening for postmenopausal osteoporosis. Report of a WHO study group. World Health Organ Tech Rep Ser 843:1–129
23.
Zurück zum Zitat Pai MV (2017) Osteoporosis prevention and management. J Obstet Gynaecol India 67:237–242CrossRef Pai MV (2017) Osteoporosis prevention and management. J Obstet Gynaecol India 67:237–242CrossRef
24.
Zurück zum Zitat Link TM (2012) Osteoporosis imaging: state of the art and advanced imaging. Radiology 263:3–17CrossRef Link TM (2012) Osteoporosis imaging: state of the art and advanced imaging. Radiology 263:3–17CrossRef
25.
Zurück zum Zitat Link TM (2016) Radiology of osteoporosis. Can Assoc Radiol J 67:28–40CrossRef Link TM (2016) Radiology of osteoporosis. Can Assoc Radiol J 67:28–40CrossRef
26.
Zurück zum Zitat Li C, Magland JF, Zhao X, Seifert AC, Wehrli FW (2016) Selective in vivo bone imaging with long-T2 suppressed PETRA MRI. Magn Reson Med 77:989–997CrossRef Li C, Magland JF, Zhao X, Seifert AC, Wehrli FW (2016) Selective in vivo bone imaging with long-T2 suppressed PETRA MRI. Magn Reson Med 77:989–997CrossRef
27.
Zurück zum Zitat Biswas R, Bae W, Diaz E et al (2012) Ultrashort echo time (UTE) imaging with bi-component analysis: bound and free water evaluation of bovine cortical bone subject to sequential drying. Bone 50:749–755CrossRef Biswas R, Bae W, Diaz E et al (2012) Ultrashort echo time (UTE) imaging with bi-component analysis: bound and free water evaluation of bovine cortical bone subject to sequential drying. Bone 50:749–755CrossRef
28.
Zurück zum Zitat Zhu J, Zhang L, Wu X et al (2017) Reduction of longitudinal vertebral blood perfusion and its likely causes: a quantitative dynamic contrast-enhanced MR imaging study of a rat osteoporosis model. Radiology 282:369CrossRef Zhu J, Zhang L, Wu X et al (2017) Reduction of longitudinal vertebral blood perfusion and its likely causes: a quantitative dynamic contrast-enhanced MR imaging study of a rat osteoporosis model. Radiology 282:369CrossRef
29.
Zurück zum Zitat Ide S, Kakeda S, Ueda I et al (2015) Internal structures of the globus pallidus in patients with Parkinson’s disease: evaluation with quantitative susceptibility mapping (QSM). Eur Radiol 25:710–718CrossRef Ide S, Kakeda S, Ueda I et al (2015) Internal structures of the globus pallidus in patients with Parkinson’s disease: evaluation with quantitative susceptibility mapping (QSM). Eur Radiol 25:710–718CrossRef
30.
Zurück zum Zitat Azuma M, Hirai T, Yamada K et al (2016) Lateral asymmetry and spatial difference of iron deposition in the substantia nigra of patients with Parkinson disease measured with quantitative susceptibility mapping. AJNR Am J Neuroradiol 37:782–788CrossRef Azuma M, Hirai T, Yamada K et al (2016) Lateral asymmetry and spatial difference of iron deposition in the substantia nigra of patients with Parkinson disease measured with quantitative susceptibility mapping. AJNR Am J Neuroradiol 37:782–788CrossRef
31.
Zurück zum Zitat Sun H, Kate M, Gioia LC, Emery DJ, Butcher K, Wilman AH (2016) Quantitative susceptibility mapping using a superposed dipole inversion method: application to intracranial hemorrhage. Magn Reson Med 76:781–791CrossRef Sun H, Kate M, Gioia LC, Emery DJ, Butcher K, Wilman AH (2016) Quantitative susceptibility mapping using a superposed dipole inversion method: application to intracranial hemorrhage. Magn Reson Med 76:781–791CrossRef
32.
Zurück zum Zitat Li X, Vikram DS, Lim IAL, Jones CK, Farrell JA, van Zijl PC (2012) Mapping magnetic susceptibility anisotropies of white matter in vivo in the human brain at 7T. NeuroImage 62:314–330CrossRef Li X, Vikram DS, Lim IAL, Jones CK, Farrell JA, van Zijl PC (2012) Mapping magnetic susceptibility anisotropies of white matter in vivo in the human brain at 7T. NeuroImage 62:314–330CrossRef
33.
Zurück zum Zitat Liu C (2010) Susceptibility tensor imaging. Magn Reson Med 63:1471–1477CrossRef Liu C (2010) Susceptibility tensor imaging. Magn Reson Med 63:1471–1477CrossRef
34.
Zurück zum Zitat Wharton S, Bowtell R (2012) Fiber orientation-dependent white matter contrast in gradient echo MRI. Proc Natl Acad Sci 109:18559–18564CrossRef Wharton S, Bowtell R (2012) Fiber orientation-dependent white matter contrast in gradient echo MRI. Proc Natl Acad Sci 109:18559–18564CrossRef
35.
Zurück zum Zitat Cronin MJ, Wharton S, Al-Radaideh A et al (2016) A comparison of phase imaging and quantitative susceptibility mapping in the imaging of multiple sclerosis lesions at ultrahigh field. MAGMA 29:543–557CrossRef Cronin MJ, Wharton S, Al-Radaideh A et al (2016) A comparison of phase imaging and quantitative susceptibility mapping in the imaging of multiple sclerosis lesions at ultrahigh field. MAGMA 29:543–557CrossRef
36.
Zurück zum Zitat Bian W, Tranvinh E, Tourdias T et al (2016) In vivo 7T MR quantitative susceptibility mapping reveals opposite susceptibility contrast between cortical and white matter lesions in multiple sclerosis. AJNR Am J Neuroradiol 37:1808–1181CrossRef Bian W, Tranvinh E, Tourdias T et al (2016) In vivo 7T MR quantitative susceptibility mapping reveals opposite susceptibility contrast between cortical and white matter lesions in multiple sclerosis. AJNR Am J Neuroradiol 37:1808–1181CrossRef
37.
Zurück zum Zitat Sati P, Oh J, Constable RT et al (2016) The central vein sign and its clinical evaluation for the diagnosis of multiple sclerosis: a consensus statement from the North American Imaging in Multiple Sclerosis Cooperative. Nat Rev Neurol 12:714–722CrossRef Sati P, Oh J, Constable RT et al (2016) The central vein sign and its clinical evaluation for the diagnosis of multiple sclerosis: a consensus statement from the North American Imaging in Multiple Sclerosis Cooperative. Nat Rev Neurol 12:714–722CrossRef
38.
Zurück zum Zitat Xie L, Dibb R, Cofer GP et al (2015) Susceptibility tensor imaging of the kidney and its microstructural underpinnings. Magn Reson Med 73:1270–1281CrossRef Xie L, Dibb R, Cofer GP et al (2015) Susceptibility tensor imaging of the kidney and its microstructural underpinnings. Magn Reson Med 73:1270–1281CrossRef
39.
Zurück zum Zitat Straub S, Laun FB, Emmerich J et al (2017) Potential of quantitative susceptibility mapping for detection of prostatic calcifications. J Magn Reson Imaging 45:889–898CrossRef Straub S, Laun FB, Emmerich J et al (2017) Potential of quantitative susceptibility mapping for detection of prostatic calcifications. J Magn Reson Imaging 45:889–898CrossRef
40.
Zurück zum Zitat Chen W, Zhu W, Kovanlikaya I et al (2014) Intracranial calcifications and hemorrhages: characterization with quantitative susceptibility mapping. Radiology 270:496–505CrossRef Chen W, Zhu W, Kovanlikaya I et al (2014) Intracranial calcifications and hemorrhages: characterization with quantitative susceptibility mapping. Radiology 270:496–505CrossRef
41.
Zurück zum Zitat Wang Y, Spincemaille P, Liu Z et al (2017). Clinical quantitative susceptibility mapping (QSM): Biometal imaging and its emerging roles inpatient care. J Magn Reson Imaging 46(4):951–971 Wang Y, Spincemaille P, Liu Z et al (2017). Clinical quantitative susceptibility mapping (QSM): Biometal imaging and its emerging roles inpatient care. J Magn Reson Imaging 46(4):951–971
Metadaten
Titel
Bone susceptibility mapping with MRI is an alternative and reliable biomarker of osteoporosis in postmenopausal women
verfasst von
Yanjun Chen
Yihao Guo
Xintao Zhang
Yingjie Mei
Yanqiu Feng
Xiaodong Zhang
Publikationsdatum
12.06.2018
Verlag
Springer Berlin Heidelberg
Erschienen in
European Radiology / Ausgabe 12/2018
Print ISSN: 0938-7994
Elektronische ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-018-5419-x

Weitere Artikel der Ausgabe 12/2018

European Radiology 12/2018 Zur Ausgabe

Update Radiologie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.