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Published in: Clinical Neuroradiology 4/2014

01-12-2014 | Original Article

A Statistical Model for Intervertebral Disc Degeneration: Determination of the Optimal T2 Cut-Off Values

Authors: S. A. Nagy, I. Juhasz, H. Komaromy, K. Pozsar, I. Zsigmond, G. Perlaki, G. Orsi, A. Schwarcz, N. Walter, T. Doczi, P. Bogner, MD, PhD

Published in: Clinical Neuroradiology | Issue 4/2014

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Summary

Purpose

The aim of this study was to investigate the possibility of quantitative classification in intervertebral disc degeneration using spin–spin relaxation time (T2) cut-off values with regard to morphological classifications.

Methods

Lumbar magnetic resonance (MR) imaging was performed on 21 subjects (a total of 104 lumbar disks). The T2 relaxation time was measured in the nucleus pulposus using a sagittal multi-echo spin-echo sequence. The morphological classification of disc degeneration was assessed independently by three experienced neuroradiologists according to the Pfirrmann and Schneiderman classifications. Receiver operating characteristic analysis was performed among grades to determine T2 cut-off values in each classification. Intra- and interobserver differences were calculated using kappa statistics.

Results

Moderate overall interobserver agreement was found between observers in both the Pfirrmann and Schneiderman classification schemes (kappa 0.46 and 0.51), while intraobserver reliability was substantial to almost perfect. The interobserver reliability was only fair in Pfirrmann grades III and IV (kappa 0.33 and 0.36), but the T2 cut-off values still indicated a significant difference between grades (p < 0.05).

Conclusions

Interobserver agreement of MR evaluation in patients with intervertebral disc degeneration was only fair to moderate on the classification of more severe disc degeneration in the Pfirrmann and Schneiderman schemes. Based on our results, quantitative T2 cut-off values seem to be a more reliable method to define the degree of disc degeneration, which may help staging intervertebral disc degeneration (IVDD) even if the interobserver reliability is low.
Literature
1.
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. 1987;12(3):276–81.PubMedCrossRef 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. 1987;12(3):276–81.PubMedCrossRef
2.
go back to reference Tertti M, Paajanen H, Laato M, Aho H, Komu M, Kormano M. Disc degeneration in magnetic resonance imaging. A comparative biochemical, histologic, and radiologic study in cadaver spines. Spine. 1991;16(6):629–34.PubMedCrossRef Tertti M, Paajanen H, Laato M, Aho H, Komu M, Kormano M. Disc degeneration in magnetic resonance imaging. A comparative biochemical, histologic, and radiologic study in cadaver spines. Spine. 1991;16(6):629–34.PubMedCrossRef
3.
go back to reference Gunzburg R, Parkinson R, Moore R, Cantraine F, Hutton W, Vernon-Roberts B, et al. A cadaveric study comparing discography, magnetic resonance imaging, histology, and mechanical behavior of the human lumbar disc. Spine. 1992;17(4):417–26.PubMedCrossRef Gunzburg R, Parkinson R, Moore R, Cantraine F, Hutton W, Vernon-Roberts B, et al. A cadaveric study comparing discography, magnetic resonance imaging, histology, and mechanical behavior of the human lumbar disc. Spine. 1992;17(4):417–26.PubMedCrossRef
4.
go back to reference Pfirrmann CW, Metzdorf A, Zanetti M, Hodler J, Boos N. Magnetic resonance classification of lumbar intervertebral disc degeneration. Spine. 2001;26(17):1873–8.PubMedCrossRef Pfirrmann CW, Metzdorf A, Zanetti M, Hodler J, Boos N. Magnetic resonance classification of lumbar intervertebral disc degeneration. Spine. 2001;26(17):1873–8.PubMedCrossRef
5.
go back to reference Kanayama M, Togawa D, Takahashi C, Terai T, Hashimoto T. Cross-sectional magnetic resonance imaging study of lumbar disc degeneration in 200 healthy individuals. J Neurosurg Spine. 2009;11(4):501–7. doi:10.3171/2009.5.SPINE08675.PubMedCrossRef Kanayama M, Togawa D, Takahashi C, Terai T, Hashimoto T. Cross-sectional magnetic resonance imaging study of lumbar disc degeneration in 200 healthy individuals. J Neurosurg Spine. 2009;11(4):501–7. doi:10.3171/2009.5.SPINE08675.PubMedCrossRef
6.
go back to reference Griffith JF, Wang YX, Antonio GE, Choi KC, Yu A, Ahuja AT, et al. Modified Pfirrmann grading system for lumbar intervertebral disc degeneration. Spine. 2007;32(24):E708–12. doi:10.1097/BRS.0b013e31815a59a000007632-200711150-00028[pii].PubMedCrossRef Griffith JF, Wang YX, Antonio GE, Choi KC, Yu A, Ahuja AT, et al. Modified Pfirrmann grading system for lumbar intervertebral disc degeneration. Spine. 2007;32(24):E708–12. doi:10.1097/BRS.0b013e31815a59a000007632-200711150-00028[pii].PubMedCrossRef
7.
go back to reference Haneder S, Apprich SR, Schmitt B, Michaely HJ, Schoenberg SO, Friedrich KM, et al. Assessment of glycosaminoglycan content in intervertebral discs using chemical exchange saturation transfer at 3.0 Tesla: preliminary results in patients with low-back pain. Eur Radiol. 2013;23(3):861–8. doi:10.1007/s00330-012-2660-6.PubMedCrossRef Haneder S, Apprich SR, Schmitt B, Michaely HJ, Schoenberg SO, Friedrich KM, et al. Assessment of glycosaminoglycan content in intervertebral discs using chemical exchange saturation transfer at 3.0 Tesla: preliminary results in patients with low-back pain. Eur Radiol. 2013;23(3):861–8. doi:10.1007/s00330-012-2660-6.PubMedCrossRef
8.
go back to reference Wang C, Witschey W, Goldberg A, Elliott M, Borthakur A, Reddy R. Magnetization transfer ratio mapping of intervertebral disc degeneration. Magn Reson Med. 2010;64(5):1520–8. doi:10.1002/mrm.22533.PubMedCrossRef Wang C, Witschey W, Goldberg A, Elliott M, Borthakur A, Reddy R. Magnetization transfer ratio mapping of intervertebral disc degeneration. Magn Reson Med. 2010;64(5):1520–8. doi:10.1002/mrm.22533.PubMedCrossRef
9.
go back to reference Paajanen H, Komu M, Lehto I, Laato M, Haapasalo H. Magnetization transfer imaging of 2 disc degeneration. Correlation of relaxation parameters with biochemistry. Spine. 1994;19(24):2833–7.PubMedCrossRef Paajanen H, Komu M, Lehto I, Laato M, Haapasalo H. Magnetization transfer imaging of 2 disc degeneration. Correlation of relaxation parameters with biochemistry. Spine. 1994;19(24):2833–7.PubMedCrossRef
10.
go back to reference Nguyen AM, Johannessen W, Yoder JH, Wheaton AJ, Vresilovic EJ, Borthakur A, et al. Noninvasive quantification of human nucleus pulposus pressure with use of T1rho-weighted magnetic resonance imaging. J Bone Joint Surg Am. 2008;90(4):796–802. doi:10.2106/JBJS.G.0066790/4/796[pii].PubMedCentralPubMedCrossRef Nguyen AM, Johannessen W, Yoder JH, Wheaton AJ, Vresilovic EJ, Borthakur A, et al. Noninvasive quantification of human nucleus pulposus pressure with use of T1rho-weighted magnetic resonance imaging. J Bone Joint Surg Am. 2008;90(4):796–802. doi:10.2106/JBJS.G.0066790/4/796[pii].PubMedCentralPubMedCrossRef
11.
go back to reference Zobel BB, Vadala G, Del Vescovo R, Battisti S, Martina FM, Stellato L, et al. T1rho magnetic resonance imaging quantification of early lumbar intervertebral disc degeneration in healthy young adults. Spine. 2012;37(14):1224–30. doi:10.1097/BRS.0b013e31824b2450.PubMedCrossRef Zobel BB, Vadala G, Del Vescovo R, Battisti S, Martina FM, Stellato L, et al. T1rho magnetic resonance imaging quantification of early lumbar intervertebral disc degeneration in healthy young adults. Spine. 2012;37(14):1224–30. doi:10.1097/BRS.0b013e31824b2450.PubMedCrossRef
12.
go back to reference Jenkins JP, Hickey DS, Zhu XP, Machin M, Isherwood I. MR imaging of the intervertebral disc: a quantitative study. Br J Radiol. 1985;58(692):705–9. Jenkins JP, Hickey DS, Zhu XP, Machin M, Isherwood I. MR imaging of the intervertebral disc: a quantitative study. Br J Radiol. 1985;58(692):705–9.
13.
go back to reference Zuo J, Saadat E, Romero A, Loo K, Li X, Link TM, et al. Assessment of intervertebral disc degeneration with magnetic resonance single-voxel spectroscopy. Magn Reson Med. 2009;62(5):1140–6. doi:10.1002/mrm.22093.PubMedCrossRef Zuo J, Saadat E, Romero A, Loo K, Li X, Link TM, et al. Assessment of intervertebral disc degeneration with magnetic resonance single-voxel spectroscopy. Magn Reson Med. 2009;62(5):1140–6. doi:10.1002/mrm.22093.PubMedCrossRef
14.
go back to reference Beattie PF, Morgan PS, Peters D. Diffusion-weighted magnetic resonance imaging of normal and degenerative lumbar intervertebral discs: a new method to potentially quantify the physiologic effect of physical therapy intervention. J Orthop Sports Phys Ther. 2008;38(2):42–9. doi:10.2519/jospt.2008.26311344[pii].PubMedCrossRef Beattie PF, Morgan PS, Peters D. Diffusion-weighted magnetic resonance imaging of normal and degenerative lumbar intervertebral discs: a new method to potentially quantify the physiologic effect of physical therapy intervention. J Orthop Sports Phys Ther. 2008;38(2):42–9. doi:10.2519/jospt.2008.26311344[pii].PubMedCrossRef
15.
go back to reference Niinimaki J, Korkiakoski A, Ojala O, Karppinen J, Ruohonen J, Haapea M, et al. Association between visual degeneration of intervertebral discs and the apparent diffusion coefficient. Magn Reson Imaging. 2009;27(5):641–7. doi:10.1016/j.mri.2008.10.005S0730-725X(08)00340-8[pii].PubMedCrossRef Niinimaki J, Korkiakoski A, Ojala O, Karppinen J, Ruohonen J, Haapea M, et al. Association between visual degeneration of intervertebral discs and the apparent diffusion coefficient. Magn Reson Imaging. 2009;27(5):641–7. doi:10.1016/j.mri.2008.10.005S0730-725X(08)00340-8[pii].PubMedCrossRef
16.
go back to reference Perry J, Haughton V, Anderson PA, Wu Y, Fine J, Mistretta C. The value of T2 relaxation times to characterize lumbar intervertebral disks: preliminary results. AJNR Am J Neuroradiol. 2006;27(2):337–42. doi:27/2/337[pii].PubMed Perry J, Haughton V, Anderson PA, Wu Y, Fine J, Mistretta C. The value of T2 relaxation times to characterize lumbar intervertebral disks: preliminary results. AJNR Am J Neuroradiol. 2006;27(2):337–42. doi:27/2/337[pii].PubMed
17.
go back to reference Marinelli NL, Haughton VM, Anderson PA. T2 relaxation times correlated with stage of lumbar intervertebral disk degeneration and patient age. AJNR Am J Neuroradiol. 2010;31(7):1278–82. doi:10.3174/ajnr.A2080ajnr.A2080[pii].PubMedCrossRef Marinelli NL, Haughton VM, Anderson PA. T2 relaxation times correlated with stage of lumbar intervertebral disk degeneration and patient age. AJNR Am J Neuroradiol. 2010;31(7):1278–82. doi:10.3174/ajnr.A2080ajnr.A2080[pii].PubMedCrossRef
18.
go back to reference Trattnig S, Stelzeneder D, Goed S, Reissegger M, Mamisch TC, Paternostro-Sluga T, et al. Lumbar intervertebral disc abnormalities: comparison of quantitative T2 mapping with conventional MR at 3.0 T. Eur Radiol. 2010;20(11):2715–22. doi:10.1007/s00330-010-1843-2.PubMedCrossRef Trattnig S, Stelzeneder D, Goed S, Reissegger M, Mamisch TC, Paternostro-Sluga T, et al. Lumbar intervertebral disc abnormalities: comparison of quantitative T2 mapping with conventional MR at 3.0 T. Eur Radiol. 2010;20(11):2715–22. doi:10.1007/s00330-010-1843-2.PubMedCrossRef
19.
go back to reference Kettler A, Wilke HJ. Review of existing grading systems for cervical or lumbar disc and facet joint degeneration. Eur Spine J. 2006;15(6):705–18. doi:10.1007/s00586-005-0954-y.PubMedCentralPubMedCrossRef Kettler A, Wilke HJ. Review of existing grading systems for cervical or lumbar disc and facet joint degeneration. Eur Spine J. 2006;15(6):705–18. doi:10.1007/s00586-005-0954-y.PubMedCentralPubMedCrossRef
20.
go back to reference Niu G, Yang J, Wang R, Dang S, Wu EX, Guo Y. MR imaging assessment of lumbar intervertebral disk degeneration and age-related changes: apparent diffusion coefficient versus T2 quantitation. AJNR Am J Neuroradiol. 2011;32(9):1617–23. doi:10.3174/ajnr.A2556ajnr.A2556[pii].CrossRef Niu G, Yang J, Wang R, Dang S, Wu EX, Guo Y. MR imaging assessment of lumbar intervertebral disk degeneration and age-related changes: apparent diffusion coefficient versus T2 quantitation. AJNR Am J Neuroradiol. 2011;32(9):1617–23. doi:10.3174/ajnr.A2556ajnr.A2556[pii].CrossRef
21.
go back to reference Stelzeneder D, Welsch GH, Kovacs BK, Goed S, Paternostro-Sluga T, Vlychou M, et al. Quantitative T2 evaluation at 3.0 T compared to morphological grading of the lumbar intervertebral disc: a standardized evaluation approach in patients with low back pain. Eur J Radiol. 2012;81(2):324–30. doi:10.1016/j.ejrad.2010.12.093S0720-048X(11)00099-4[pii].PubMedCrossRef Stelzeneder D, Welsch GH, Kovacs BK, Goed S, Paternostro-Sluga T, Vlychou M, et al. Quantitative T2 evaluation at 3.0 T compared to morphological grading of the lumbar intervertebral disc: a standardized evaluation approach in patients with low back pain. Eur J Radiol. 2012;81(2):324–30. doi:10.1016/j.ejrad.2010.12.093S0720-048X(11)00099-4[pii].PubMedCrossRef
22.
go back to reference Welsch GH, Trattnig S, Paternostro-Sluga T, Bohndorf K, Goed S, Stelzeneder D, et al. Parametric T2 and T2* mapping techniques to visualize intervertebral disc degeneration in patients with low back pain: initial results on the clinical use of 3.0 Tesla MRI. Skeletal Radiol. 2011;40(5):543–51. doi:10.1007/s00256-010-1036-8.PubMedCrossRef Welsch GH, Trattnig S, Paternostro-Sluga T, Bohndorf K, Goed S, Stelzeneder D, et al. Parametric T2 and T2* mapping techniques to visualize intervertebral disc degeneration in patients with low back pain: initial results on the clinical use of 3.0 Tesla MRI. Skeletal Radiol. 2011;40(5):543–51. doi:10.1007/s00256-010-1036-8.PubMedCrossRef
23.
go back to reference Takashima H, Takebayashi T, Yoshimoto M, Terashima Y, Tsuda H, Ida K, et al. Correlation between T2 relaxation time and intervertebral disk degeneration. Skeletal Radiol. 2012;41(2):163–7. doi:10.1007/s00256-011-1144-0.PubMedCrossRef Takashima H, Takebayashi T, Yoshimoto M, Terashima Y, Tsuda H, Ida K, et al. Correlation between T2 relaxation time and intervertebral disk degeneration. Skeletal Radiol. 2012;41(2):163–7. doi:10.1007/s00256-011-1144-0.PubMedCrossRef
24.
go back to reference Millecamps M, Tajerian M, Naso L, Sage EH, Stone LS. Lumbar intervertebral disc degeneration associated with axial and radiating low back pain in ageing SPARC-null mice. Pain. 2012;153(6):1167–79. doi:10.1016/j.pain.2012.01.027S0304-3959(12)00054-1[pii].PubMedCrossRef Millecamps M, Tajerian M, Naso L, Sage EH, Stone LS. Lumbar intervertebral disc degeneration associated with axial and radiating low back pain in ageing SPARC-null mice. Pain. 2012;153(6):1167–79. doi:10.1016/j.pain.2012.01.027S0304-3959(12)00054-1[pii].PubMedCrossRef
25.
go back to reference Hughes SP, Freemont AJ, Hukins DW, McGregor AH, Roberts S. The pathogenesis of degeneration of the intervertebral disc and emerging therapies in the management of back pain. J Bone Joint Surg Br. 2012;94(10):1298–304. doi:94-B/10/1298[pii]10.1302/0301-620X.94B10.28986.PubMedCrossRef Hughes SP, Freemont AJ, Hukins DW, McGregor AH, Roberts S. The pathogenesis of degeneration of the intervertebral disc and emerging therapies in the management of back pain. J Bone Joint Surg Br. 2012;94(10):1298–304. doi:94-B/10/1298[pii]10.1302/0301-620X.94B10.28986.PubMedCrossRef
26.
go back to reference Maier CF, Tan SG, Hariharan H, Potter HG. T2 quantitation of articular cartilage at 1.5 T. J Magn Reson Imaging. 2003;17(3):358–64. doi:10.1002/jmri.10263.PubMedCrossRef Maier CF, Tan SG, Hariharan H, Potter HG. T2 quantitation of articular cartilage at 1.5 T. J Magn Reson Imaging. 2003;17(3):358–64. doi:10.1002/jmri.10263.PubMedCrossRef
27.
go back to reference Chan YH. Biostatistics 201: linear regression analysis. Singapore Med J. 2004;45(2):55–61.PubMed Chan YH. Biostatistics 201: linear regression analysis. Singapore Med J. 2004;45(2):55–61.PubMed
28.
go back to reference Landis JR, Koch GG. The measurement of observer agreement for categorical data. Biometrics. 1977;33(1):159–74.PubMedCrossRef Landis JR, Koch GG. The measurement of observer agreement for categorical data. Biometrics. 1977;33(1):159–74.PubMedCrossRef
29.
go back to reference Viera AJ, Garrett JM. Understanding interobserver agreement: the kappa statistic. Fam Med. 2005;37(5):360–3.PubMed Viera AJ, Garrett JM. Understanding interobserver agreement: the kappa statistic. Fam Med. 2005;37(5):360–3.PubMed
30.
go back to reference Pye SR, Reid DM, Smith R, Adams JE, Nelson K, Silman AJ, et al. Radiographic features of lumbar disc degeneration and self-reported back pain. J Rheumatol. 2004;31(4):753–8. doi:0315162X-31-753[pii].PubMed Pye SR, Reid DM, Smith R, Adams JE, Nelson K, Silman AJ, et al. Radiographic features of lumbar disc degeneration and self-reported back pain. J Rheumatol. 2004;31(4):753–8. doi:0315162X-31-753[pii].PubMed
31.
go back to reference de Schepper EI, Damen J, van Meurs JB, Ginai AZ, Popham M, Hofman A, et al. The association between lumbar disc degeneration and low back pain: the influence of age, gender, and individual radiographic features. Spine. 2010;35(5):531–6. doi:10.1097/BRS.0b013e3181aa5b33.PubMedCrossRef de Schepper EI, Damen J, van Meurs JB, Ginai AZ, Popham M, Hofman A, et al. The association between lumbar disc degeneration and low back pain: the influence of age, gender, and individual radiographic features. Spine. 2010;35(5):531–6. doi:10.1097/BRS.0b013e3181aa5b33.PubMedCrossRef
32.
go back to reference Pye SR, Reid DM, Lunt M, Adams JE, Silman AJ, O’Neill TW. Lumbar disc degeneration: association between osteophytes, end-plate sclerosis and disc space narrowing. Ann Rheum Dis. 2007;66(3):330–3. doi:ard.2006.052522[pii]10.1136/ard.2006.052522.PubMedCentralPubMedCrossRef Pye SR, Reid DM, Lunt M, Adams JE, Silman AJ, O’Neill TW. Lumbar disc degeneration: association between osteophytes, end-plate sclerosis and disc space narrowing. Ann Rheum Dis. 2007;66(3):330–3. doi:ard.2006.052522[pii]10.1136/ard.2006.052522.PubMedCentralPubMedCrossRef
33.
go back to reference Thompson JP, Pearce RH, Schechter MT, Adams ME, Tsang IK, Bishop PB. Preliminary evaluation of a scheme for grading the gross morphology of the human intervertebral disc. Spine. 1990;15(5):411–5.PubMedCrossRef Thompson JP, Pearce RH, Schechter MT, Adams ME, Tsang IK, Bishop PB. Preliminary evaluation of a scheme for grading the gross morphology of the human intervertebral disc. Spine. 1990;15(5):411–5.PubMedCrossRef
34.
go back to reference Battie MC, Videman T, Parent E. Lumbar disc degeneration: epidemiology and genetic influences. Spine. 2004;29(23):2679–90. doi:00007632-200412010-00012[pii].PubMedCrossRef Battie MC, Videman T, Parent E. Lumbar disc degeneration: epidemiology and genetic influences. Spine. 2004;29(23):2679–90. doi:00007632-200412010-00012[pii].PubMedCrossRef
35.
go back to reference Takatalo J, Karppinen J, Niinimaki J, Taimela S, Nayha S, Mutanen P, et al. Does lumbar disc degeneration on magnetic resonance imaging associate with low back symptom severity in young Finnish adults? Spine. 2011;36(25):2180–9. doi:10.1097/BRS.0b013e3182077122.PubMedCrossRef Takatalo J, Karppinen J, Niinimaki J, Taimela S, Nayha S, Mutanen P, et al. Does lumbar disc degeneration on magnetic resonance imaging associate with low back symptom severity in young Finnish adults? Spine. 2011;36(25):2180–9. doi:10.1097/BRS.0b013e3182077122.PubMedCrossRef
36.
go back to reference Modic MT, Steinberg PM, Ross JS, Masaryk TJ, Carter JR. Degenerative disk disease: assessment of changes in vertebral body marrow with MR imaging. Radiology. 1988;166(1 Pt 1):193–9.PubMedCrossRef Modic MT, Steinberg PM, Ross JS, Masaryk TJ, Carter JR. Degenerative disk disease: assessment of changes in vertebral body marrow with MR imaging. Radiology. 1988;166(1 Pt 1):193–9.PubMedCrossRef
37.
go back to reference Fardon DF, Milette PC. Nomenclature and classification of lumbar disc pathology. Recommendations of the combined task forces of the North American Spine Society, American Society of Spine Radiology, and American Society of Neuroradiology. Spine. 2001;26(5):E93–113.PubMedCrossRef Fardon DF, Milette PC. Nomenclature and classification of lumbar disc pathology. Recommendations of the combined task forces of the North American Spine Society, American Society of Spine Radiology, and American Society of Neuroradiology. Spine. 2001;26(5):E93–113.PubMedCrossRef
38.
go back to reference Yu SW, Sether LA, Ho PS, Wagner M, Haughton VM. Tears of the anulus fibrosus: correlation between MR and pathologic findings in cadavers. AJNR Am J Neuroradiol. 1988;9(2):367–70.PubMed Yu SW, Sether LA, Ho PS, Wagner M, Haughton VM. Tears of the anulus fibrosus: correlation between MR and pathologic findings in cadavers. AJNR Am J Neuroradiol. 1988;9(2):367–70.PubMed
39.
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(773):361–9.PubMedCrossRef Aprill C, Bogduk N. High-intensity zone: a diagnostic sign of painful lumbar disc on magnetic resonance imaging. Br J Radiol. 1992;65(773):361–9.PubMedCrossRef
40.
go back to reference Watanabe A, Benneker LM, Boesch C, Watanabe T, Obata T, Anderson SE. Classification of intervertebral disk degeneration with axial T2 mapping. AJR Am J Roentgenol. 2007;189(4):936–42. doi:189/4/936[pii]10.2214/AJR.07.2142.CrossRef Watanabe A, Benneker LM, Boesch C, Watanabe T, Obata T, Anderson SE. Classification of intervertebral disk degeneration with axial T2 mapping. AJR Am J Roentgenol. 2007;189(4):936–42. doi:189/4/936[pii]10.2214/AJR.07.2142.CrossRef
41.
go back to reference Sim J, Wright CC. The kappa statistic in reliability studies: use, interpretation, and sample size requirements. Phys Ther. 2005;85(3):257–68.PubMed Sim J, Wright CC. The kappa statistic in reliability studies: use, interpretation, and sample size requirements. Phys Ther. 2005;85(3):257–68.PubMed
42.
go back to reference Lurie JD, Tosteson AN, Tosteson TD, Carragee E, Carrino JA, Kaiser J, et al. Reliability of magnetic resonance imaging readings for lumbar disc herniation in the Spine Patient Outcomes Research Trial (SPORT). Spine. 2008;33(9):991–8. doi:10.1097/BRS.0b013e31816c837900007632-200804200-00011[pii].PubMedCentralPubMedCrossRef Lurie JD, Tosteson AN, Tosteson TD, Carragee E, Carrino JA, Kaiser J, et al. Reliability of magnetic resonance imaging readings for lumbar disc herniation in the Spine Patient Outcomes Research Trial (SPORT). Spine. 2008;33(9):991–8. doi:10.1097/BRS.0b013e31816c837900007632-200804200-00011[pii].PubMedCentralPubMedCrossRef
43.
go back to reference Cheung KM, Karppinen J, Chan D, Ho DW, Song YQ, Sham P, et al. Prevalence and pattern of lumbar magnetic resonance imaging changes in a population study of one thousand forty-three individuals. Spine. 2009;34(9):934–40. doi:10.1097/BRS.0b013e3181a01b3f00007632-200904200-00012[pii].PubMedCrossRef Cheung KM, Karppinen J, Chan D, Ho DW, Song YQ, Sham P, et al. Prevalence and pattern of lumbar magnetic resonance imaging changes in a population study of one thousand forty-three individuals. Spine. 2009;34(9):934–40. doi:10.1097/BRS.0b013e3181a01b3f00007632-200904200-00012[pii].PubMedCrossRef
44.
go back to reference Jensen TS, Sorensen JS, Kjaer P. Intra- and inter-observer reproducibility of vertebral endplate signal (modic) changes in the lumbar spine: the Nordic Modic Consensus Group classification. Acta Radiol. 2007;48(7):748–54. doi:781629176 [pii]10.1080/02841850701422112.PubMedCrossRef Jensen TS, Sorensen JS, Kjaer P. Intra- and inter-observer reproducibility of vertebral endplate signal (modic) changes in the lumbar spine: the Nordic Modic Consensus Group classification. Acta Radiol. 2007;48(7):748–54. doi:781629176 [pii]10.1080/02841850701422112.PubMedCrossRef
45.
go back to reference Manchikanti L, Glaser SE, Wolfer L, Derby R, Cohen SP. Systematic review of lumbar discography as a diagnostic test for chronic low back pain. Pain Physician. 2009;12(3):541–59.PubMed Manchikanti L, Glaser SE, Wolfer L, Derby R, Cohen SP. Systematic review of lumbar discography as a diagnostic test for chronic low back pain. Pain Physician. 2009;12(3):541–59.PubMed
46.
go back to reference Wilkens P, Storheim K, Scheel I, Berg L, Espeland A. No effect of 6-month intake of glucosamine sulfate on Modic changes or high intensity zones in the lumbar spine: sub-group analysis of a randomized controlled trial. J Negat Results Biomed. 2012;11:13. doi:10.1186/1477-5751-11-131477-5751-11-13[pii]. Wilkens P, Storheim K, Scheel I, Berg L, Espeland A. No effect of 6-month intake of glucosamine sulfate on Modic changes or high intensity zones in the lumbar spine: sub-group analysis of a randomized controlled trial. J Negat Results Biomed. 2012;11:13. doi:10.1186/1477-5751-11-131477-5751-11-13[pii].
47.
go back to reference Carrino JA, Lurie JD, Tosteson AN, Tosteson TD, Carragee EJ, Kaiser J, et al. Lumbar spine: reliability of MR imaging findings. Radiology. 2009;250(1):161–70. doi:10.1148/radiol.24930719992493071999[pii].PubMedCentralPubMedCrossRef Carrino JA, Lurie JD, Tosteson AN, Tosteson TD, Carragee EJ, Kaiser J, et al. Lumbar spine: reliability of MR imaging findings. Radiology. 2009;250(1):161–70. doi:10.1148/radiol.24930719992493071999[pii].PubMedCentralPubMedCrossRef
48.
go back to reference Yu LP, Qian WW, Yin GY, Ren YX, Hu ZY. MRI assessment of lumbar intervertebral disc degeneration with lumbar degenerative disease using the pfirrmann grading systems. PLoS One. 2012;7(12):e48074. doi:10.1371/journal.pone.0048074PONE-D-12-13150[pii]. Yu LP, Qian WW, Yin GY, Ren YX, Hu ZY. MRI assessment of lumbar intervertebral disc degeneration with lumbar degenerative disease using the pfirrmann grading systems. PLoS One. 2012;7(12):e48074. doi:10.1371/journal.pone.0048074PONE-D-12-13150[pii].
49.
go back to reference Arana E, Royuela A, Kovacs FM, Estremera A, Sarasibar H, Amengual G, et al. Lumbar spine: agreement in the interpretation of 1.5-T MR images by using the Nordic Modic Consensus Group classification form. Radiology. 2010;254(3):809–17. doi:10.1148/radiol.09090706radiol.09090706[pii].PubMedCrossRef Arana E, Royuela A, Kovacs FM, Estremera A, Sarasibar H, Amengual G, et al. Lumbar spine: agreement in the interpretation of 1.5-T MR images by using the Nordic Modic Consensus Group classification form. Radiology. 2010;254(3):809–17. doi:10.1148/radiol.09090706radiol.09090706[pii].PubMedCrossRef
50.
go back to reference Hangai M, Kaneoka K, Hinotsu S, Shimizu K, Okubo Y, Miyakawa S, et al. Lumbar intervertebral disk degeneration in athletes. Am J Sports Med. 2009;37(1):149–55. doi:10.1177/03635465083232520363546508323252[pii].PubMedCrossRef Hangai M, Kaneoka K, Hinotsu S, Shimizu K, Okubo Y, Miyakawa S, et al. Lumbar intervertebral disk degeneration in athletes. Am J Sports Med. 2009;37(1):149–55. doi:10.1177/03635465083232520363546508323252[pii].PubMedCrossRef
51.
go back to reference Urban JP, McMullin JF. Swelling pressure of the lumbar intervertebral discs: influence of age, spinal level, composition, and degeneration. Spine. 1988;13(2):179–87.PubMedCrossRef Urban JP, McMullin JF. Swelling pressure of the lumbar intervertebral discs: influence of age, spinal level, composition, and degeneration. Spine. 1988;13(2):179–87.PubMedCrossRef
52.
go back to reference Zou J, Yang H, Miyazaki M, Morishita Y, Wei F, McGovern S, et al. Dynamic bulging of intervertebral discs in the degenerative lumbar spine. Spine. 2009;34(23):2545–50. doi:10.1097/BRS.0b013e3181b32998.PubMedCrossRef Zou J, Yang H, Miyazaki M, Morishita Y, Wei F, McGovern S, et al. Dynamic bulging of intervertebral discs in the degenerative lumbar spine. Spine. 2009;34(23):2545–50. doi:10.1097/BRS.0b013e3181b32998.PubMedCrossRef
53.
go back to reference Claudia C, Farida C, Guy G, Marie-Claude M, Carl-Eric A. Quantitative evaluation of an automatic segmentation method for 3D reconstruction of intervertebral scoliotic disks from MR images. BMC Med Imaging. 2012;12:26. doi:10.1186/1471-2342-12-261471-2342-12-26[pii]. Claudia C, Farida C, Guy G, Marie-Claude M, Carl-Eric A. Quantitative evaluation of an automatic segmentation method for 3D reconstruction of intervertebral scoliotic disks from MR images. BMC Med Imaging. 2012;12:26. doi:10.1186/1471-2342-12-261471-2342-12-26[pii].
54.
go back to reference Mulkern RV, Wong ST, Jakab P, Bleier AR, Sandor T, Jolesz FA. CPMG imaging sequences for high field in vivo transverse relaxation studies. Magn Reson Med. 1990;16(1):67–79.PubMedCrossRef Mulkern RV, Wong ST, Jakab P, Bleier AR, Sandor T, Jolesz FA. CPMG imaging sequences for high field in vivo transverse relaxation studies. Magn Reson Med. 1990;16(1):67–79.PubMedCrossRef
Metadata
Title
A Statistical Model for Intervertebral Disc Degeneration: Determination of the Optimal T2 Cut-Off Values
Authors
S. A. Nagy
I. Juhasz
H. Komaromy
K. Pozsar
I. Zsigmond
G. Perlaki
G. Orsi
A. Schwarcz
N. Walter
T. Doczi
P. Bogner, MD, PhD
Publication date
01-12-2014
Publisher
Springer Berlin Heidelberg
Published in
Clinical Neuroradiology / Issue 4/2014
Print ISSN: 1869-1439
Electronic ISSN: 1869-1447
DOI
https://doi.org/10.1007/s00062-013-0266-2

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