Skip to main content
Top
Published in: BMC Musculoskeletal Disorders 1/2012

Open Access 01-12-2012 | Research article

MRI signal distribution within the intervertebral disc as a biomarker of adolescent idiopathic scoliosis and spondylolisthesis

Authors: Julien Gervais, Delphine Périé, Stefan Parent, Hubert Labelle, Carl-Eric Aubin

Published in: BMC Musculoskeletal Disorders | Issue 1/2012

Login to get access

Abstract

Background

Early stages of scoliosis and spondylolisthesis entail changes in the intervertebral disc (IVD) structure and biochemistry. The current clinical use of MR T2-weighted images is limited to visual inspection. Our hypothesis is that the distribution of the MRI signal intensity within the IVD in T2-weighted images depends on the spinal pathology and on its severity. Therefore, this study aims to develop the AMRSID (analysis of MR signal intensity distribution) method to analyze the 3D distribution of the MR signal intensity within the IVD and to evaluate their sensitivity to scoliosis and spondylolisthesis and their severities.

Methods

This study was realized on 79 adolescents who underwent a MRI acquisition (sagittal T2-weighted images) before their orthopedic or surgical treatment. Five groups were considered: low severity scoliosis (Cobb angle ≤50°), high severity scoliosis (Cobb angles >50°), low severity spondylolisthesis (Meyerding grades I and II), high severity spondylolisthesis (Meyerding grades III, IV and V) and control. The distribution of the MRI signal intensity within the IVD was analyzed using the descriptive statistics of histograms normalized by either cerebrospinal fluid or bone signal intensity, weighted centers and volume ratios. Differences between pathology and severity groups were assessed using one- and two-way ANOVAs.

Results

There were significant (p < 0.05) variations of indices between scoliosis, spondylolithesis and control groups and between low and high severity groups. The cerebrospinal fluid normalization was able to detect differences between healthy and pathologic IVDs whereas the bone normalization, which reflects both bone and IVD health, detected more differences between the severities of these pathologies.

Conclusions

This study proves for the first time that changes in the intervertebral disc, non visible to the naked eye on sagittal T2-weighted MR images of the spine, can be detected from specific indices describing the distribution of the MR signal intensity. Moreover, these indices are able to discriminate between scoliosis and spondylolisthesis and their severities, and provide essential information on the composition and structure of the discs whatever the pathology considered. The AMRSID method may have the potential to complement the current diagnostic tools available in clinics to improve the diagnostic with earlier biomarkers, the prognosis of evolution and the treatment options of scoliosis and spondylolisthesis.
Appendix
Available only for authorised users
Literature
1.
go back to reference Bushell GR, Ghosh P, Taylor TK, Sutherland JM: The collagen of the intervertebral disc in adolescent idiopathic scoliosis. J Bone Joint Surg Br. 1979, 61-B: 501-508.PubMed Bushell GR, Ghosh P, Taylor TK, Sutherland JM: The collagen of the intervertebral disc in adolescent idiopathic scoliosis. J Bone Joint Surg Br. 1979, 61-B: 501-508.PubMed
2.
go back to reference Antoniou J, Arlet V, Goswami T, Aebi M, Alini M: Elevated synthetic activity in the convex side of scoliotic intervertebral discs and endplates compared with normal tissues. Spine (Phila Pa 1976). 2001, 26: E198-206. 10.1097/00007632-200105150-00002.CrossRef Antoniou J, Arlet V, Goswami T, Aebi M, Alini M: Elevated synthetic activity in the convex side of scoliotic intervertebral discs and endplates compared with normal tissues. Spine (Phila Pa 1976). 2001, 26: E198-206. 10.1097/00007632-200105150-00002.CrossRef
3.
go back to reference Urban MR, Fairbank JCT, Bibby SRS, Urban JPG: Intervertebral disc composition in neuromuscular scoliosis - changes in cell density and glycosaminoglycan concentration at the curve apex. Spine. 2001, 26: 610-617. 10.1097/00007632-200103150-00010.CrossRefPubMed Urban MR, Fairbank JCT, Bibby SRS, Urban JPG: Intervertebral disc composition in neuromuscular scoliosis - changes in cell density and glycosaminoglycan concentration at the curve apex. Spine. 2001, 26: 610-617. 10.1097/00007632-200103150-00010.CrossRefPubMed
4.
go back to reference Schlenzka D, Poussa M, Seitsalo S, Osterman K: Intervertebral disc changes in adolescents with isthmic spondylolisthesis. J Spinal Disord. 1991, 4: 344-352. 10.1097/00002517-199109000-00012.CrossRefPubMed Schlenzka D, Poussa M, Seitsalo S, Osterman K: Intervertebral disc changes in adolescents with isthmic spondylolisthesis. J Spinal Disord. 1991, 4: 344-352. 10.1097/00002517-199109000-00012.CrossRefPubMed
5.
go back to reference Kouwenhoven JWM, Castelein RM: The pathogenesis of adolescent idiopathic scoliosis review of the literature. Spine. 2008, 33: 2898-2908. 10.1097/BRS.0b013e3181891751.CrossRefPubMed Kouwenhoven JWM, Castelein RM: The pathogenesis of adolescent idiopathic scoliosis review of the literature. Spine. 2008, 33: 2898-2908. 10.1097/BRS.0b013e3181891751.CrossRefPubMed
6.
go back to reference Perie D, Sales de Gauzy J, Curnier D, Hobatho MC: Intervertebral disc modeling using a MRI method: migration of the nucleus zone within scoliotic intervertebral discs. Magn Reson Imaging. 2001, 19: 1245-1248. 10.1016/S0730-725X(01)00452-0.CrossRefPubMed Perie D, Sales de Gauzy J, Curnier D, Hobatho MC: Intervertebral disc modeling using a MRI method: migration of the nucleus zone within scoliotic intervertebral discs. Magn Reson Imaging. 2001, 19: 1245-1248. 10.1016/S0730-725X(01)00452-0.CrossRefPubMed
7.
go back to reference Chen IR, Wei TS: Disc height and lumbar index as independent predictors of degenerative spondylolisthesis in middle-aged women with low back pain. Spine (Phila Pa 1976). 2009, 34: 1402-1409. 10.1097/BRS.0b013e31817b8fbd.CrossRef Chen IR, Wei TS: Disc height and lumbar index as independent predictors of degenerative spondylolisthesis in middle-aged women with low back pain. Spine (Phila Pa 1976). 2009, 34: 1402-1409. 10.1097/BRS.0b013e31817b8fbd.CrossRef
8.
go back to reference Dai LY: Disc degeneration in patients with lumbar spondylolysis. J Spinal Disord. 2000, 13: 478-486. 10.1097/00002517-200012000-00003.CrossRefPubMed Dai LY: Disc degeneration in patients with lumbar spondylolysis. J Spinal Disord. 2000, 13: 478-486. 10.1097/00002517-200012000-00003.CrossRefPubMed
9.
go back to reference Horton WC, Daftari TK: Which disc as visualized by magnetic resonance imaging is actually a source of pain? A correlation between magnetic resonance imaging and discography. Spine (Phila Pa 1976). 1992, 17: S164-S171. 10.1097/00007632-199206001-00018.CrossRef Horton WC, Daftari TK: Which disc as visualized by magnetic resonance imaging is actually a source of pain? A correlation between magnetic resonance imaging and discography. Spine (Phila Pa 1976). 1992, 17: S164-S171. 10.1097/00007632-199206001-00018.CrossRef
10.
go back to reference Kornberg M: Discography and magnetic resonance imaging in the diagnosis of lumbar disc disruption. Spine (Phila Pa 1976). 1989, 14: 1368-1372. 10.1097/00007632-198912000-00014.CrossRef Kornberg M: Discography and magnetic resonance imaging in the diagnosis of lumbar disc disruption. Spine (Phila Pa 1976). 1989, 14: 1368-1372. 10.1097/00007632-198912000-00014.CrossRef
11.
go back to reference Linson MA, Crowe CH: Comparison of magnetic resonance imaging and lumbar discography in the diagnosis of disc degeneration. Clin Orthop Relat Res. 1990, 250: 160-163.PubMed Linson MA, Crowe CH: Comparison of magnetic resonance imaging and lumbar discography in the diagnosis of disc degeneration. Clin Orthop Relat Res. 1990, 250: 160-163.PubMed
12.
go back to reference Osti OL, Fraser RD: MRI and discography of annular tears and intervertebral disc degeneration. A prospective clinical comparison. J Bone Joint Surg Br. 1992, 74: 431-435.PubMed Osti OL, Fraser RD: MRI and discography of annular tears and intervertebral disc degeneration. A prospective clinical comparison. J Bone Joint Surg Br. 1992, 74: 431-435.PubMed
13.
go back to reference Schneiderman G, Flannigan B, Kingston S, Thomas J, Dillin WH, Watkins RG: Magnetic resonance imaging in the diagnosis of disc degeneration: correlation with discography. Spine (Phila Pa 1976). 1987, 12: 276-281. 10.1097/00007632-198704000-00016.CrossRef Schneiderman G, Flannigan B, Kingston S, Thomas J, Dillin WH, Watkins RG: Magnetic resonance imaging in the diagnosis of disc degeneration: correlation with discography. Spine (Phila Pa 1976). 1987, 12: 276-281. 10.1097/00007632-198704000-00016.CrossRef
14.
go back to reference Aprill C, Bogduk N: High-intensity zone: a diagnostic sign of painful lumbar disc on magnetic resonance imaging. Br J Radiol. 1992, 65: 361-369. 10.1259/0007-1285-65-773-361.CrossRefPubMed Aprill C, Bogduk N: High-intensity zone: a diagnostic sign of painful lumbar disc on magnetic resonance imaging. Br J Radiol. 1992, 65: 361-369. 10.1259/0007-1285-65-773-361.CrossRefPubMed
15.
go back to reference Ross JS, Modic MT, Masaryk TJ: Tears of the anulus fibrosus: assessment with Gd-DTPA-enhanced MR imaging. AJNR Am J Neuroradiol. 1989, 10: 1251-1254.PubMed Ross JS, Modic MT, Masaryk TJ: Tears of the anulus fibrosus: assessment with Gd-DTPA-enhanced MR imaging. AJNR Am J Neuroradiol. 1989, 10: 1251-1254.PubMed
16.
go back to reference Sether LA, Yu S, Haughton VM, Fischer ME: Intervertebral disk: normal age-related changes in MR signal intensity. Radiology. 1990, 177: 385-388.CrossRefPubMed Sether LA, Yu S, Haughton VM, Fischer ME: Intervertebral disk: normal age-related changes in MR signal intensity. Radiology. 1990, 177: 385-388.CrossRefPubMed
17.
go back to reference Yu SW, Haughton VM, Sether LA, Wagner M: Anulus fibrosus in bulging intervertebral disks. Radiology. 1988, 169: 761-763.CrossRefPubMed Yu SW, Haughton VM, Sether LA, Wagner M: Anulus fibrosus in bulging intervertebral disks. Radiology. 1988, 169: 761-763.CrossRefPubMed
18.
go back to reference Schmidt TA, An HS, Lim TH, Nowicki BH, Haughton VM: The stiffness of lumbar spinal motion segments with a high-intensity zone in the anulus fibrosus. Spine (Phila Pa 1976). 1998, 23: 2167-2173. 10.1097/00007632-199810150-00005.CrossRef Schmidt TA, An HS, Lim TH, Nowicki BH, Haughton VM: The stiffness of lumbar spinal motion segments with a high-intensity zone in the anulus fibrosus. Spine (Phila Pa 1976). 1998, 23: 2167-2173. 10.1097/00007632-199810150-00005.CrossRef
19.
go back to reference Boos N, Wallin A, Gbedegbegnon T, Aebi M, Boesch C: Quantitative MR imaging of lumbar intervertebral disks and vertebral bodies: influence of diurnal water content variations. Radiology. 1993, 188: 351-354.CrossRefPubMed Boos N, Wallin A, Gbedegbegnon T, Aebi M, Boesch C: Quantitative MR imaging of lumbar intervertebral disks and vertebral bodies: influence of diurnal water content variations. Radiology. 1993, 188: 351-354.CrossRefPubMed
20.
go back to reference Malko JA, Hutton WC, Fajman WA: An in vivo magnetic resonance imaging study of changes in the volume (and fluid content) of the lumbar intervertebral discs during a simulated diurnal load cycle. Spine (Phila Pa 1976). 1999, 24: 1015-1022. 10.1097/00007632-199905150-00016.CrossRef Malko JA, Hutton WC, Fajman WA: An in vivo magnetic resonance imaging study of changes in the volume (and fluid content) of the lumbar intervertebral discs during a simulated diurnal load cycle. Spine (Phila Pa 1976). 1999, 24: 1015-1022. 10.1097/00007632-199905150-00016.CrossRef
21.
go back to reference LeBlanc AD, Evans HJ, Schneider VS, Wendt RE, Hedrick TD: Changes in intervertebral disc cross-sectional area with bed rest and space flight. Spine (Phila Pa 1976). 1994, 19: 812-817. 10.1097/00007632-199404000-00015.CrossRef LeBlanc AD, Evans HJ, Schneider VS, Wendt RE, Hedrick TD: Changes in intervertebral disc cross-sectional area with bed rest and space flight. Spine (Phila Pa 1976). 1994, 19: 812-817. 10.1097/00007632-199404000-00015.CrossRef
22.
go back to reference Hedman TP, Fernie GR: In vivo measurement of lumbar spinal creep in two seated postures using magnetic resonance imaging. Spine (Phila Pa 1976). 1995, 20: 178-183. 10.1097/00007632-199501150-00008.CrossRef Hedman TP, Fernie GR: In vivo measurement of lumbar spinal creep in two seated postures using magnetic resonance imaging. Spine (Phila Pa 1976). 1995, 20: 178-183. 10.1097/00007632-199501150-00008.CrossRef
23.
go back to reference Beattie PF, Brooks WM, Rothstein JM, Sibbitt WL, Robergs RA, MacLean T, Hart BL: Effect of lordosis on the position of the nucleus pulposus in supine subjects. A study using magnetic resonance imaging. Spine (Phila Pa 1976). 1994, 19: 2096-2102. 10.1097/00007632-199409150-00017.CrossRef Beattie PF, Brooks WM, Rothstein JM, Sibbitt WL, Robergs RA, MacLean T, Hart BL: Effect of lordosis on the position of the nucleus pulposus in supine subjects. A study using magnetic resonance imaging. Spine (Phila Pa 1976). 1994, 19: 2096-2102. 10.1097/00007632-199409150-00017.CrossRef
24.
go back to reference Fennell AJ, Jones AP, Hukins DW: Migration of the nucleus pulposus within the intervertebral disc during flexion and extension of the spine. Spine (Phila Pa 1976). 1996, 21: 2753-2757. 10.1097/00007632-199612010-00009.CrossRef Fennell AJ, Jones AP, Hukins DW: Migration of the nucleus pulposus within the intervertebral disc during flexion and extension of the spine. Spine (Phila Pa 1976). 1996, 21: 2753-2757. 10.1097/00007632-199612010-00009.CrossRef
25.
go back to reference Brault JS, Driscoll DM, Laakso LL, Kappler RE, Allin EF, Glonek T: Quantification of lumbar intradiscal deformation during flexion and extension, by mathematical analysis of magnetic resonance imaging pixel intensity profiles. Spine (Phila Pa 1976). 1997, 22: 2066-2072. 10.1097/00007632-199709150-00002.CrossRef Brault JS, Driscoll DM, Laakso LL, Kappler RE, Allin EF, Glonek T: Quantification of lumbar intradiscal deformation during flexion and extension, by mathematical analysis of magnetic resonance imaging pixel intensity profiles. Spine (Phila Pa 1976). 1997, 22: 2066-2072. 10.1097/00007632-199709150-00002.CrossRef
26.
go back to reference Perie D, Curnier D, de Gauzy JS: Correlation between nucleus zone migration within scoliotic intervertebral discs and mechanical properties distribution within scoliotic vertebrae. Magn Reson Imaging. 2003, 21: 949-953. 10.1016/S0730-725X(03)00216-9.CrossRefPubMed Perie D, Curnier D, de Gauzy JS: Correlation between nucleus zone migration within scoliotic intervertebral discs and mechanical properties distribution within scoliotic vertebrae. Magn Reson Imaging. 2003, 21: 949-953. 10.1016/S0730-725X(03)00216-9.CrossRefPubMed
27.
go back to reference Majumdar S: Magnetic resonance imaging and spectroscopy of the intervertebral disc. NMR Biomed. 2006, 19: 894-904. 10.1002/nbm.1106.CrossRefPubMed Majumdar S: Magnetic resonance imaging and spectroscopy of the intervertebral disc. NMR Biomed. 2006, 19: 894-904. 10.1002/nbm.1106.CrossRefPubMed
28.
go back to reference Endean A, Palmer KT, Coggon D: Potential of Magnetic Resonance Imaging Findings to Refine Case Definition for Mechanical Low Back Pain in Epidemiological Studies: A Systematic Review. Spine (Phila Pa 1976). 2011, 36: 160-169. 10.1097/BRS.0b013e3181cd9adb.CrossRef Endean A, Palmer KT, Coggon D: Potential of Magnetic Resonance Imaging Findings to Refine Case Definition for Mechanical Low Back Pain in Epidemiological Studies: A Systematic Review. Spine (Phila Pa 1976). 2011, 36: 160-169. 10.1097/BRS.0b013e3181cd9adb.CrossRef
29.
go back to reference Mwale F, Iatridis JC, Antoniou J: Quantitative MRI as a diagnostic tool of intervertebral disc matrix composition and integrity. Eur Spine J. 2008, 17 (Suppl 4): 432-440.CrossRefPubMedPubMedCentral Mwale F, Iatridis JC, Antoniou J: Quantitative MRI as a diagnostic tool of intervertebral disc matrix composition and integrity. Eur Spine J. 2008, 17 (Suppl 4): 432-440.CrossRefPubMedPubMedCentral
30.
go back to reference Pfirrmann CW, Metzdorf A, Zanetti M, Hodler J, Boos N: Magnetic resonance classification of lumbar intervertebral disc degeneration. Spine (Phila Pa 1976). 2001, 26: 1873-1878. 10.1097/00007632-200109010-00011.CrossRef Pfirrmann CW, Metzdorf A, Zanetti M, Hodler J, Boos N: Magnetic resonance classification of lumbar intervertebral disc degeneration. Spine (Phila Pa 1976). 2001, 26: 1873-1878. 10.1097/00007632-200109010-00011.CrossRef
31.
go back to reference Antoniou J, Pike GB, Steffen T, Baramki H, Poole AR, Aebi M, Alini M: Quantitative magnetic resonance imaging in the assessment of degenerative disc disease. Magn Reson Med. 1998, 40: 900-907. 10.1002/mrm.1910400616.CrossRefPubMed Antoniou J, Pike GB, Steffen T, Baramki H, Poole AR, Aebi M, Alini M: Quantitative magnetic resonance imaging in the assessment of degenerative disc disease. Magn Reson Med. 1998, 40: 900-907. 10.1002/mrm.1910400616.CrossRefPubMed
32.
go back to reference Wang C, Auerbach JD, Witschey WR, Balderston RA, Reddy R, Borthakur A: Advances in magnetic resonance imaging for the assessment of degenerative disc disease of the lumbar spine. Semin Spine Surg. 2007, 19: 65-71. 10.1053/j.semss.2007.04.009.CrossRefPubMedPubMedCentral Wang C, Auerbach JD, Witschey WR, Balderston RA, Reddy R, Borthakur A: Advances in magnetic resonance imaging for the assessment of degenerative disc disease of the lumbar spine. Semin Spine Surg. 2007, 19: 65-71. 10.1053/j.semss.2007.04.009.CrossRefPubMedPubMedCentral
33.
go back to reference Alomari RS, Corso JJ, Chaudhary V, Dhillon G: Automatic Diagnosis of Lumbar Disc Herniation with Shape and Appearance Features from MRI. Medical Imaging 2010: Computer-Aided Diagnosis, 16–18 Feb 2010. 2010, SPIE - The International Society for Optical Engineering, USA, 76249-76241A Alomari RS, Corso JJ, Chaudhary V, Dhillon G: Automatic Diagnosis of Lumbar Disc Herniation with Shape and Appearance Features from MRI. Medical Imaging 2010: Computer-Aided Diagnosis, 16–18 Feb 2010. 2010, SPIE - The International Society for Optical Engineering, USA, 76249-76241A
34.
go back to reference Koh J, Chaudhary V, Dhillon G: Diagnosis of Disc Herniation Based on Classifiers and Features Generated from Spine MR Images. Medical Imaging 2010: Computer-Aided Diagnosis, 16–18 Feb 2010. 2010, SPIE - The International Society for Optical Engineering, USA, 76248-76243O Koh J, Chaudhary V, Dhillon G: Diagnosis of Disc Herniation Based on Classifiers and Features Generated from Spine MR Images. Medical Imaging 2010: Computer-Aided Diagnosis, 16–18 Feb 2010. 2010, SPIE - The International Society for Optical Engineering, USA, 76248-76243O
35.
go back to reference Positano V, Brotini L, Aquaro G, Pingitore A, Lombardi M, Landini L, Santarelli MF: Automatic assessment of myocardial fibrosis by delayed enhanced magnetic resonance imaging. Piscataway, NJ, USA. IEEE International Symposium on Biomedical Imaging: From Macro to Nano. 2008, 1497-1500. Positano V, Brotini L, Aquaro G, Pingitore A, Lombardi M, Landini L, Santarelli MF: Automatic assessment of myocardial fibrosis by delayed enhanced magnetic resonance imaging. Piscataway, NJ, USA. IEEE International Symposium on Biomedical Imaging: From Macro to Nano. 2008, 1497-1500.
36.
go back to reference Freiman M, Edrei Y, Gross E, Joskowicz L, Abramovitch R: Liver metastasis early detection using fMRI based statistical model. 2008, IEEE, Piscataway, 584-587. Freiman M, Edrei Y, Gross E, Joskowicz L, Abramovitch R: Liver metastasis early detection using fMRI based statistical model. 2008, IEEE, Piscataway, 584-587.
37.
go back to reference Patriarche J, Erickson B: Part 2. Automated change detection and characterization applied to serial MR of brain tumors may detect progression earlier than human experts. J Digit Imaging. 2007, 20: 321-328. 10.1007/s10278-006-1039-0.CrossRefPubMed Patriarche J, Erickson B: Part 2. Automated change detection and characterization applied to serial MR of brain tumors may detect progression earlier than human experts. J Digit Imaging. 2007, 20: 321-328. 10.1007/s10278-006-1039-0.CrossRefPubMed
38.
go back to reference Kerttula L, Kurunlahti M, Jauhiainen J, Koivula A, Oikarinen J, Tervonen O: Apparent diffusion coefficients and T2 relaxation time measurements to evaluate disc degeneration. A quantitative MR study of young patients with previous vertebral fracture. Acta Radiol. 2001, 42: 585-591.PubMed Kerttula L, Kurunlahti M, Jauhiainen J, Koivula A, Oikarinen J, Tervonen O: Apparent diffusion coefficients and T2 relaxation time measurements to evaluate disc degeneration. A quantitative MR study of young patients with previous vertebral fracture. Acta Radiol. 2001, 42: 585-591.PubMed
39.
go back to reference Kerttula LI, Serlo WS, Tervonen OA, Paakko EL, Vanharanta HV: Post-traumatic findings of the spine after earlier vertebral fracture in young patients: clinical and MRI study. Spine (Phila Pa 1976). 2000, 25: 1104-1108. 10.1097/00007632-200005010-00011.CrossRef Kerttula LI, Serlo WS, Tervonen OA, Paakko EL, Vanharanta HV: Post-traumatic findings of the spine after earlier vertebral fracture in young patients: clinical and MRI study. Spine (Phila Pa 1976). 2000, 25: 1104-1108. 10.1097/00007632-200005010-00011.CrossRef
40.
go back to reference Luoma K, Vehmas T, Grönblad M, Kerttula L, Kääpä E: MRI follow-up of subchondral signal abnormalities in a selected group of chronic low back pain patients. Eur Spine J. 2008, 17: 1300-1308. 10.1007/s00586-008-0716-8.CrossRefPubMedPubMedCentral Luoma K, Vehmas T, Grönblad M, Kerttula L, Kääpä E: MRI follow-up of subchondral signal abnormalities in a selected group of chronic low back pain patients. Eur Spine J. 2008, 17: 1300-1308. 10.1007/s00586-008-0716-8.CrossRefPubMedPubMedCentral
41.
go back to reference Violas P, Estivalezes E, Briot J, Sales de Gauzy J, Swider P: Quantification of intervertebral disc volume properties below spine fusion, using magnetic resonance imaging, in adolescent idiopathic scoliosis surgery. Spine. 2007, 32: E405-412. 10.1097/BRS.0b013e318074d69f.CrossRefPubMed Violas P, Estivalezes E, Briot J, Sales de Gauzy J, Swider P: Quantification of intervertebral disc volume properties below spine fusion, using magnetic resonance imaging, in adolescent idiopathic scoliosis surgery. Spine. 2007, 32: E405-412. 10.1097/BRS.0b013e318074d69f.CrossRefPubMed
42.
go back to reference Perie D, Curnier D: Effect of pathology type and severity on the distribution of MRI signal intensities within the degenerated nucleus pulposus: application to idiopathic scoliosis and spondylolisthesis. BMC Musculoskelet Disord. 2010, 11: 189-10.1186/1471-2474-11-189.CrossRefPubMedPubMedCentral Perie D, Curnier D: Effect of pathology type and severity on the distribution of MRI signal intensities within the degenerated nucleus pulposus: application to idiopathic scoliosis and spondylolisthesis. BMC Musculoskelet Disord. 2010, 11: 189-10.1186/1471-2474-11-189.CrossRefPubMedPubMedCentral
43.
go back to reference Perie D, Sales De Gauzy J, Baunin C, Hobatho MC: Tomodensitometry measurements for in vivo quantification of mechanical properties of scoliotic vertebrae. Clin Biomech (Bristol, Avon). 2001, 16: 373-379. 10.1016/S0268-0033(01)00010-9.CrossRef Perie D, Sales De Gauzy J, Baunin C, Hobatho MC: Tomodensitometry measurements for in vivo quantification of mechanical properties of scoliotic vertebrae. Clin Biomech (Bristol, Avon). 2001, 16: 373-379. 10.1016/S0268-0033(01)00010-9.CrossRef
44.
go back to reference Perie D, Hobatho MC, Baunin C, Sales De Gauzy J: Personalised mechanical properties of scoliotic vertebrae determined in vivo using tomodensitometry. Comput Methods Biomech Biomed Engin. 2002, 5: 161-165. 10.1080/10255840290010274.CrossRefPubMed Perie D, Hobatho MC, Baunin C, Sales De Gauzy J: Personalised mechanical properties of scoliotic vertebrae determined in vivo using tomodensitometry. Comput Methods Biomech Biomed Engin. 2002, 5: 161-165. 10.1080/10255840290010274.CrossRefPubMed
45.
go back to reference Ludescher B, Effelsberg J, Martirosian P, Steidle G, Markert B, Claussen C, Schick F: T2- and diffusion-maps reveal diurnal changes of intervertebral disc composition: an in vivo MRI study at 1.5 Tesla. J Magn Reson Imaging. 2008, 28: 252-257. 10.1002/jmri.21390.CrossRefPubMed Ludescher B, Effelsberg J, Martirosian P, Steidle G, Markert B, Claussen C, Schick F: T2- and diffusion-maps reveal diurnal changes of intervertebral disc composition: an in vivo MRI study at 1.5 Tesla. J Magn Reson Imaging. 2008, 28: 252-257. 10.1002/jmri.21390.CrossRefPubMed
46.
go back to reference Gervais J, Perie D, Aubin C: Sensitivity of MRI signal distribution within the intervertebral disc to image segmentation and data normalization. Comput Methods Biomech Biomed Engin. 2012, In press Gervais J, Perie D, Aubin C: Sensitivity of MRI signal distribution within the intervertebral disc to image segmentation and data normalization. Comput Methods Biomech Biomed Engin. 2012, In press
47.
go back to reference Chevrefils C, Cheriet F, Aubin CE, Grimard G: Texture analysis for automatic segmentation of intervertebral disks of scoliotic spines from MR images. IEEE Trans Inf Technol Biomed. 2009, 13: 608-620.CrossRefPubMed Chevrefils C, Cheriet F, Aubin CE, Grimard G: Texture analysis for automatic segmentation of intervertebral disks of scoliotic spines from MR images. IEEE Trans Inf Technol Biomed. 2009, 13: 608-620.CrossRefPubMed
48.
go back to reference Michopoulou SK, Costaridou L, Panagiotopoulos E, Speller R, Panayiotakis G, Todd-Pokropek A: Atlas-based segmentation of degenerated lumbar intervertebral discs from MR images of the spine. IEEE Trans Biomed Eng. 2009, 56: 2225-2231.CrossRefPubMed Michopoulou SK, Costaridou L, Panagiotopoulos E, Speller R, Panayiotakis G, Todd-Pokropek A: Atlas-based segmentation of degenerated lumbar intervertebral discs from MR images of the spine. IEEE Trans Biomed Eng. 2009, 56: 2225-2231.CrossRefPubMed
49.
go back to reference Manac’h YG, Perie D, Gilbert G, Beaudoin G: Sensitivity of multi-parametric MRI to the compressive state of the isolated intervertebral discs. Magn Reson Imaging. 2012, In press Manac’h YG, Perie D, Gilbert G, Beaudoin G: Sensitivity of multi-parametric MRI to the compressive state of the isolated intervertebral discs. Magn Reson Imaging. 2012, In press
50.
go back to reference Boos N, Boesch C: Quantitative magnetic-resonance-imaging of the lumbar spine - potential for investigations of water-content and biochemical-composition. Spine. 1995, 20: 2358-2365. 10.1097/00007632-199511000-00018.CrossRefPubMed Boos N, Boesch C: Quantitative magnetic-resonance-imaging of the lumbar spine - potential for investigations of water-content and biochemical-composition. Spine. 1995, 20: 2358-2365. 10.1097/00007632-199511000-00018.CrossRefPubMed
51.
go back to reference Benneker LM, Heini PF, Anderson SE, Alini M, Ito K: Correlation of radiographic and MRI parameters to morphological and biochemical assessment of intervertebral disc degeneration. Eur Spine J. 2005, 14: 27-35. 10.1007/s00586-004-0759-4.CrossRefPubMed Benneker LM, Heini PF, Anderson SE, Alini M, Ito K: Correlation of radiographic and MRI parameters to morphological and biochemical assessment of intervertebral disc degeneration. Eur Spine J. 2005, 14: 27-35. 10.1007/s00586-004-0759-4.CrossRefPubMed
52.
go back to reference O’Connell GD, Johannessen W, Vresilovic EJ, Elliott DM: Human internal disc strains in axial compression measured noninvasively using magnetic resonance imaging. Spine. 2007, 32: 2860-2868. 10.1097/BRS.0b013e31815b75fb.CrossRefPubMed O’Connell GD, Johannessen W, Vresilovic EJ, Elliott DM: Human internal disc strains in axial compression measured noninvasively using magnetic resonance imaging. Spine. 2007, 32: 2860-2868. 10.1097/BRS.0b013e31815b75fb.CrossRefPubMed
53.
go back to reference Nguyen AM, Johannessen W, Yoder JH, Wheaton AJ, Vresilovic EJ, Borthakur A, Elliott DM: Noninvasive quantification of human nucleus pulposus pressure with use of T1rho-weighted magnetic resonance imaging. J Bone Joint Surg Am. 2008, 90: 796-802. 10.2106/JBJS.G.00667.CrossRefPubMedPubMedCentral Nguyen AM, Johannessen W, Yoder JH, Wheaton AJ, Vresilovic EJ, Borthakur A, Elliott DM: Noninvasive quantification of human nucleus pulposus pressure with use of T1rho-weighted magnetic resonance imaging. J Bone Joint Surg Am. 2008, 90: 796-802. 10.2106/JBJS.G.00667.CrossRefPubMedPubMedCentral
54.
go back to reference Zuo J, Saadat E, Romero A, Loo K, Li X, Link TM, Kurhanewicz J, Majumdar S: Assessment of intervertebral disc degeneration with magnetic resonance single-voxel spectroscopy. Magn Reson Med. 2009, 62: 1140-1146. 10.1002/mrm.22093.CrossRefPubMedPubMedCentral Zuo J, Saadat E, Romero A, Loo K, Li X, Link TM, Kurhanewicz J, Majumdar S: Assessment of intervertebral disc degeneration with magnetic resonance single-voxel spectroscopy. Magn Reson Med. 2009, 62: 1140-1146. 10.1002/mrm.22093.CrossRefPubMedPubMedCentral
55.
go back to reference Zuo J, Joseph GB, Li X, Link TM, Hu SS, Berven SH, Kurhanewitz J, Majumdar S: In vivo intervertebral disc characterization using magnetic resonance spectroscopy and T1rho imaging: association with discography and Oswestry Disability Index and Short Form-36 Health Survey. Spine (Phila Pa 1976). 2012, 37: 214-221. 10.1097/BRS.0b013e3182294a63.CrossRef Zuo J, Joseph GB, Li X, Link TM, Hu SS, Berven SH, Kurhanewitz J, Majumdar S: In vivo intervertebral disc characterization using magnetic resonance spectroscopy and T1rho imaging: association with discography and Oswestry Disability Index and Short Form-36 Health Survey. Spine (Phila Pa 1976). 2012, 37: 214-221. 10.1097/BRS.0b013e3182294a63.CrossRef
Metadata
Title
MRI signal distribution within the intervertebral disc as a biomarker of adolescent idiopathic scoliosis and spondylolisthesis
Authors
Julien Gervais
Delphine Périé
Stefan Parent
Hubert Labelle
Carl-Eric Aubin
Publication date
01-12-2012
Publisher
BioMed Central
Published in
BMC Musculoskeletal Disorders / Issue 1/2012
Electronic ISSN: 1471-2474
DOI
https://doi.org/10.1186/1471-2474-13-239

Other articles of this Issue 1/2012

BMC Musculoskeletal Disorders 1/2012 Go to the issue