Skip to main content
Top
Published in: European Spine Journal 11/2019

01-11-2019 | Back Pain | Original Article

Characterization of the microstructure of the intervertebral disc in patients with chronic low back pain by diffusion kurtosis imaging

Authors: Li Li, Zhiguo Zhou, Wei Xiong, Jicheng Fang, Yang Li, Zhanying Jiao, Alessandro Scotti, Feng Li, WenZhen Zhu, Kejia Cai

Published in: European Spine Journal | Issue 11/2019

Login to get access

Abstract

Purpose

Multivariate analysis of T2-weighted signal, diffusion ADC, and DKI parameters and tractography were used to differentiate chronic non-specific low back pain (CLBP) patients and asymptomatic controls (AC).

Methods

A total of 30 patients with CLBP and 23 AC underwent diffusion kurtosis imaging (DKI) of lumbar spine with a 3T MRI scanner to get the ADC values and seven parameters of DKI in the nucleus pulposus (NP) of the intervertebral disc. The tractography and the tract-related parameters as other parameters were also generated to indicate the intactness of annulus fibrosus (AF). T2-grades of the discs were also quantified based on an eight-grade degeneration grading system. ADC and T2-grades were compared with DKI parameters for the differentiation of CLBP and AC groups.

Results

There was no difference in the T2 grades, ADC value, and multiple parameters in DKI of NP between CLBP and AC groups (P > 0.05). The average FA values in NP in AC group were found significantly higher than in the CLBP group (P < 0.05). The scores for the intactness of AF of the intervertebral discs were significantly different in CLBP and AC groups, with 90% of sensitivity and 70% specificity (P < 0.05). Additionally, there were significantly differences in the length and volume values of the AF in CLBP and AC groups (P < 0.05).

Conclusion

DKI is a good noninvasive method, and it might help to differentiate CLBP from AC. Particularly, the continuation of DKI tractography reflects the presence of annulus fibrosus fissures, an important character in the generation of the low back pain.

Graphic abstract

These slides can be retrieved under Electronic Supplementary Material.
Appendix
Available only for authorised users
Literature
1.
go back to reference Vos T, Flaxman AD, Naghavi M et al (2012) Years lived with disability (YLDs) for 1160 sequelae of 289 diseases and injuries 1990–2010: a systematic analysis for the Global Burden of Disease Study 2010. Lancet 380(9859):2163–2196CrossRef Vos T, Flaxman AD, Naghavi M et al (2012) Years lived with disability (YLDs) for 1160 sequelae of 289 diseases and injuries 1990–2010: a systematic analysis for the Global Burden of Disease Study 2010. Lancet 380(9859):2163–2196CrossRef
2.
go back to reference Patrick N, Emanski E, Knaub MA (2014) Acute and chronic low back pain. Med Clin North Am 98(4):777–789CrossRef Patrick N, Emanski E, Knaub MA (2014) Acute and chronic low back pain. Med Clin North Am 98(4):777–789CrossRef
3.
go back to reference Risbud MV, Shapiro IM (2014) Role of cytokines in intervertebral disc degeneration: pain and disc content. Nat Rev Rheumatol 10(1):44–56CrossRef Risbud MV, Shapiro IM (2014) Role of cytokines in intervertebral disc degeneration: pain and disc content. Nat Rev Rheumatol 10(1):44–56CrossRef
4.
go back to reference Chan WC, Au TY, Tam V, Cheah KS, Chan D (2014) Coming together is a beginning: the making of an intervertebral disc. Birth Defects Res C Embryo Today 102(1):83–100CrossRef Chan WC, Au TY, Tam V, Cheah KS, Chan D (2014) Coming together is a beginning: the making of an intervertebral disc. Birth Defects Res C Embryo Today 102(1):83–100CrossRef
5.
go back to reference Pattappa G, Li Z, Peroglio M, Wismer N, Alini M, Grad S (2012) Diversity of intervertebral disc cells: phenotype and function. J Anat 221(6):480–496CrossRef Pattappa G, Li Z, Peroglio M, Wismer N, Alini M, Grad S (2012) Diversity of intervertebral disc cells: phenotype and function. J Anat 221(6):480–496CrossRef
6.
go back to reference Fontana G, See E, Pandit A (2015) Current trends in biologics delivery to restore intervertebral disc anabolism. Adv Drug Deliv Rev 84:146–158CrossRef Fontana G, See E, Pandit A (2015) Current trends in biologics delivery to restore intervertebral disc anabolism. Adv Drug Deliv Rev 84:146–158CrossRef
7.
go back to reference Guterl CC, See EY, Blanquer SB et al (2013) Challenges and strategies in the repair of ruptured annulus fibrosus. Eur Cell Mater 25:1–21CrossRef Guterl CC, See EY, Blanquer SB et al (2013) Challenges and strategies in the repair of ruptured annulus fibrosus. Eur Cell Mater 25:1–21CrossRef
8.
go back to reference Menezes-Reis R, Salmon CE, Carvalho CS, Bonugli GP, Chung CB, Nogueira-Barbosa MH (2015) T1ρ and T2 mapping of the intervertebral disk: comparison of different methods of segmentation. AJNR Am J Neuroradiol 36(3):606–611CrossRef Menezes-Reis R, Salmon CE, Carvalho CS, Bonugli GP, Chung CB, Nogueira-Barbosa MH (2015) T1ρ and T2 mapping of the intervertebral disk: comparison of different methods of segmentation. AJNR Am J Neuroradiol 36(3):606–611CrossRef
9.
go back to reference Brinjikji W, Diehn FE, Jarvik JG et al (2015) MRI findings of disc degeneration are more prevalent in adults with low back pain than in asymptomatic controls: a systematic review and meta-analysis. AJNR Am J Neuroradiol 36(12):2394–2399CrossRef Brinjikji W, Diehn FE, Jarvik JG et al (2015) MRI findings of disc degeneration are more prevalent in adults with low back pain than in asymptomatic controls: a systematic review and meta-analysis. AJNR Am J Neuroradiol 36(12):2394–2399CrossRef
10.
go back to reference Tonosu J, Oka H, Higashikawa A, Okazaki H, Tanaka S, Matsudaira K (2017) The associations between magnetic resonance imaging findings and low back pain: a 10-year longitudinal analysis. PLoS ONE 12(11):e0188057CrossRef Tonosu J, Oka H, Higashikawa A, Okazaki H, Tanaka S, Matsudaira K (2017) The associations between magnetic resonance imaging findings and low back pain: a 10-year longitudinal analysis. PLoS ONE 12(11):e0188057CrossRef
11.
go back to reference Kealey SM, Aho T, Delong D, Barboriak DP, Provenzale JM, Eastwood JD (2005) Assessment of apparent diffusion coefficient in normal and degenerated intervertebral lumbar disks: initial experience. Radiology 235(2):569–574CrossRef Kealey SM, Aho T, Delong D, Barboriak DP, Provenzale JM, Eastwood JD (2005) Assessment of apparent diffusion coefficient in normal and degenerated intervertebral lumbar disks: initial experience. Radiology 235(2):569–574CrossRef
12.
go back to reference Tourell MC, Kirkwood M, Pearcy MJ, Momot KI, Little JP (2017) Load-induced changes in the diffusion tensor of ovine anulus fibrosus: a pilot MRI study. J Magn Reson Imaging 45(6):1723–1735CrossRef Tourell MC, Kirkwood M, Pearcy MJ, Momot KI, Little JP (2017) Load-induced changes in the diffusion tensor of ovine anulus fibrosus: a pilot MRI study. J Magn Reson Imaging 45(6):1723–1735CrossRef
13.
go back to reference Neto HR, Correia MM, Nunes RG, Ferreira HA (2015) Exploring the 3D geometry of the diffusion kurtosis tensor-impact on the development of robust tractography procedures and novel biomarkers. Neuroimage 111:85–99CrossRef Neto HR, Correia MM, Nunes RG, Ferreira HA (2015) Exploring the 3D geometry of the diffusion kurtosis tensor-impact on the development of robust tractography procedures and novel biomarkers. Neuroimage 111:85–99CrossRef
14.
go back to reference Jensen JH, Helpern JA (2010) MRI quantification of non-Gaussian water diffusion by kurtosis analysis. NMR Biomed 23(7):698–710CrossRef Jensen JH, Helpern JA (2010) MRI quantification of non-Gaussian water diffusion by kurtosis analysis. NMR Biomed 23(7):698–710CrossRef
15.
go back to reference Tabesh A, Jensen JH, Ardekani BA, Helpern JA (2011) Estimation of tensors and tensor-derived measures in diffusional kurtosis imaging. Magn Reson Med 65(3):823–836CrossRef Tabesh A, Jensen JH, Ardekani BA, Helpern JA (2011) Estimation of tensors and tensor-derived measures in diffusional kurtosis imaging. Magn Reson Med 65(3):823–836CrossRef
16.
go back to reference Zhu L, Pan Z, Ma Q et al (2017) Diffusion kurtosis imaging study of rectal adenocarcinoma associated with histopathologic prognostic factors: preliminary findings. Radiology 284(1):66–76CrossRef Zhu L, Pan Z, Ma Q et al (2017) Diffusion kurtosis imaging study of rectal adenocarcinoma associated with histopathologic prognostic factors: preliminary findings. Radiology 284(1):66–76CrossRef
17.
go back to reference Grinberg F, Maximov II, Farrher E et al (2017) Diffusion kurtosis metrics as biomarkers of microstructural development: a comparative study of a group of children and a group of adults. Neuroimage 144(Pt A):12–22CrossRef Grinberg F, Maximov II, Farrher E et al (2017) Diffusion kurtosis metrics as biomarkers of microstructural development: a comparative study of a group of children and a group of adults. Neuroimage 144(Pt A):12–22CrossRef
18.
go back to reference Zhuo J, Xu S, Proctor JL et al (2012) Diffusion kurtosis as an in vivo imaging marker for reactive astrogliosis in traumatic brain injury. Neuroimage 59(1):467–477CrossRef Zhuo J, Xu S, Proctor JL et al (2012) Diffusion kurtosis as an in vivo imaging marker for reactive astrogliosis in traumatic brain injury. Neuroimage 59(1):467–477CrossRef
19.
go back to reference Li L, Zhu W, Chen W, Fang J, Li J (2017) The study of the intervertebral disc microstructure in matured rats with diffusion kurtosis imaging. Magn Reson Imaging 42:101–106CrossRef Li L, Zhu W, Chen W, Fang J, Li J (2017) The study of the intervertebral disc microstructure in matured rats with diffusion kurtosis imaging. Magn Reson Imaging 42:101–106CrossRef
20.
go back to reference Li L, Zhou Z, Li J et al (2019) Diffusion kurtosis imaging provides quantitative assessment of the microstructure changes of disc degeneration: an in vivo experimental study. Eur Spine J 28:1005–1013CrossRef Li L, Zhou Z, Li J et al (2019) Diffusion kurtosis imaging provides quantitative assessment of the microstructure changes of disc degeneration: an in vivo experimental study. Eur Spine J 28:1005–1013CrossRef
21.
go back to reference Balagué F, Mannion AF, Pellisé F, Cedraschi C (2012) Non-specific low back pain. Lancet 379(9814):482–491CrossRef Balagué F, Mannion AF, Pellisé F, Cedraschi C (2012) Non-specific low back pain. Lancet 379(9814):482–491CrossRef
22.
go back to reference Gussew A, Rzanny R, Güllmar D, Scholle HC, Reichenbach JR (2011) 1H-MR spectroscopic detection of metabolic changes in pain processing brain regions in the presence of non-specific chronic low back pain. Neuroimage 54(2):1315–1323CrossRef Gussew A, Rzanny R, Güllmar D, Scholle HC, Reichenbach JR (2011) 1H-MR spectroscopic detection of metabolic changes in pain processing brain regions in the presence of non-specific chronic low back pain. Neuroimage 54(2):1315–1323CrossRef
24.
go back to reference Chiarotto A, Boers M, Deyo RA et al (2018) Core outcome measurement instruments for clinical trials in nonspecific low back pain. Pain 159(3):481–495PubMedPubMedCentral Chiarotto A, Boers M, Deyo RA et al (2018) Core outcome measurement instruments for clinical trials in nonspecific low back pain. Pain 159(3):481–495PubMedPubMedCentral
25.
go back to reference Ludescher B, Effelsberg J, Martirosian P, et al. (2008) T2- and diffusion-maps reveal diurnal changes of intervertebral disc composition: an in vivo MRI study at 1.5 Tesla. J Magn Reson Imaging 28(1): 252–257CrossRef Ludescher B, Effelsberg J, Martirosian P, et al. (2008) T2- and diffusion-maps reveal diurnal changes of intervertebral disc composition: an in vivo MRI study at 1.5 Tesla. J Magn Reson Imaging 28(1): 252–257CrossRef
26.
go back to reference Griffith JF, Wang YX, Antonio GE, et al. (2007) Modified Pfirrmann grading system for lumbar intervertebral disc degeneration. Spine (Phila Pa 1976) 32(24):E708–E712CrossRef Griffith JF, Wang YX, Antonio GE, et al. (2007) Modified Pfirrmann grading system for lumbar intervertebral disc degeneration. Spine (Phila Pa 1976) 32(24):E708–E712CrossRef
27.
go back to reference Shahraki NM, Fatemi A, Agarwal A, Goel VK (2017) Prediction of clinically relevant initiation and progression of tears within annulus fibrosus. J Orthop Res. 35(1):113–122CrossRef Shahraki NM, Fatemi A, Agarwal A, Goel VK (2017) Prediction of clinically relevant initiation and progression of tears within annulus fibrosus. J Orthop Res. 35(1):113–122CrossRef
28.
go back to reference Stefanakis M, Al-Abbasi M, Harding I, et al. (2012) Annulus fissures are mechanically and chemically conducive to the ingrowth of nerves and blood vessels. Spine (Phila Pa 1976) 37(22):1883–1891CrossRef Stefanakis M, Al-Abbasi M, Harding I, et al. (2012) Annulus fissures are mechanically and chemically conducive to the ingrowth of nerves and blood vessels. Spine (Phila Pa 1976) 37(22):1883–1891CrossRef
29.
go back to reference Osti OL, Vernon-Roberts B, Moore R, Fraser RD (1992) Annular tears and disc degeneration in the lumbar spine. A post-mortem study of 135 discs. J Bone Joint Surg Br 74(5):678–682CrossRef Osti OL, Vernon-Roberts B, Moore R, Fraser RD (1992) Annular tears and disc degeneration in the lumbar spine. A post-mortem study of 135 discs. J Bone Joint Surg Br 74(5):678–682CrossRef
30.
go back to reference Ohtori S, Inoue G, Miyagi M, Takahashi K (2015) Pathomechanisms of discogenic low back pain in humans and animal models. Spine J 15(6):1347–1355CrossRef Ohtori S, Inoue G, Miyagi M, Takahashi K (2015) Pathomechanisms of discogenic low back pain in humans and animal models. Spine J 15(6):1347–1355CrossRef
31.
go back to reference Peng Y, Lv FJ (2015) Symptomatic versus asymptomatic intervertebral disc degeneration: is inflammation the key. Crit Rev Eukaryot Gene Expr 25(1):13–21CrossRef Peng Y, Lv FJ (2015) Symptomatic versus asymptomatic intervertebral disc degeneration: is inflammation the key. Crit Rev Eukaryot Gene Expr 25(1):13–21CrossRef
32.
go back to reference Zhang W, Ma X, Wang Y et al (2014) Assessment of apparent diffusion coefficient in lumbar intervertebral disc degeneration. Eur Spine J 23(9):1830–1836CrossRef Zhang W, Ma X, Wang Y et al (2014) Assessment of apparent diffusion coefficient in lumbar intervertebral disc degeneration. Eur Spine J 23(9):1830–1836CrossRef
33.
go back to reference Chiu EJ, Newitt DC, Segal MR, Hu SS, Lotz JC, Majumdar S (2001) Magnetic resonance imaging measurement of relaxation and water diffusion in the human lumbar intervertebral disc under compression in vitro. Spine (Phila Pa 1976) 26(19):E437–E444CrossRef Chiu EJ, Newitt DC, Segal MR, Hu SS, Lotz JC, Majumdar S (2001) Magnetic resonance imaging measurement of relaxation and water diffusion in the human lumbar intervertebral disc under compression in vitro. Spine (Phila Pa 1976) 26(19):E437–E444CrossRef
Metadata
Title
Characterization of the microstructure of the intervertebral disc in patients with chronic low back pain by diffusion kurtosis imaging
Authors
Li Li
Zhiguo Zhou
Wei Xiong
Jicheng Fang
Yang Li
Zhanying Jiao
Alessandro Scotti
Feng Li
WenZhen Zhu
Kejia Cai
Publication date
01-11-2019
Publisher
Springer Berlin Heidelberg
Published in
European Spine Journal / Issue 11/2019
Print ISSN: 0940-6719
Electronic ISSN: 1432-0932
DOI
https://doi.org/10.1007/s00586-019-06095-x

Other articles of this Issue 11/2019

European Spine Journal 11/2019 Go to the issue