Skip to main content
Top
Published in: Skeletal Radiology 4/2015

01-04-2015 | Scientific Article

Improvement of gagCEST imaging in the human lumbar intervertebral disc by motion correction

Authors: Anja Müller-Lutz, Christoph Schleich, Benjamin Schmitt, Melike Topgöz, Gael Pentang, Gerald Antoch, Hans-Jörg Wittsack, Falk Miese

Published in: Skeletal Radiology | Issue 4/2015

Login to get access

Abstract

Objective

To investigate whether motion correction improves glycosaminoglycan chemical exchange saturation transfer imaging (gagCEST imaging) of intervertebral discs (IVDs).

Materials and methods

Magnetic resonance gagCEST imaging of 12 volunteers was obtained in lumbar IVDs at 3 T using a prototype pulse sequence. The data were motion-corrected using a prototype diffeomorphism-based motion compensation technique. For both the data with and that without motion correction (datac, datauc), CEST evaluation was performed using the magnetisation transfer ratio asymmetry (MTRasym) as a means of quantifying CEST effects. MTRasym and the signal-to-noise ratio (SNR) of the MTRasym map in the nucleus pulposus (NP) were compared for datac and datauc. A visual grading analysis was performed by a radiologist in order to subjectively quantify the quality of the MTRasym analysis (score 1: best quality, score 5: worst quality). Furthermore, a landmark analysis was performed in order to objectively quantify the motion between CEST images using the mean landmark distance dmean.

Results

MTRasym and SNR were significantly higher for the motion-corrected data than for the uncorrected CEST data (MTRasym(datac) = 3.77 % ± 0.95 %, MTRasym(datauc) = 3.41 % ± 1.54 %, p value = 0.001; SNR(datac) = 3.88 ± 2.04, SNR(datauc) = 2.77 ± 1.55, p value < 0.001, number of IVDs = 48). The visual grading analysis revealed a higher reliability for datac (maximum score = 2) compared with datauc (maximum score = 5). The landmark analysis demonstrated the superiority of the motion-corrected data (dmean(datac) =0.08 mm ±0.09 mm, dmean(datauc) = 0.36 mm ±0.09 mm, p value = 0.001).

Conclusion

Our study showed significant improvements in the ability to quantify CEST imaging in IVDs after the application of motion correction compared with uncorrected datasets.
Literature
1.
go back to reference Haneder S, Apprich SR, Schmitt B, 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;23:861–8. Haneder S, Apprich SR, Schmitt B, 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;23:861–8.
2.
go back to reference Balagué F, Mannion AF, Pellisé F, Cedraschi C. Non-specific low back pain. Lancet. 2012;379:482–91.CrossRefPubMed Balagué F, Mannion AF, Pellisé F, Cedraschi C. Non-specific low back pain. Lancet. 2012;379:482–91.CrossRefPubMed
3.
go back to reference Deyo RA, Mirza SK, Martin BI. Back pain prevalence and visit rates: estimates from U.S. national surveys, 2002. Spine. 2006;31:2724–7.CrossRefPubMed Deyo RA, Mirza SK, Martin BI. Back pain prevalence and visit rates: estimates from U.S. national surveys, 2002. Spine. 2006;31:2724–7.CrossRefPubMed
4.
go back to reference Hart LG, Deyo RA, Cherkin DC. Physician office visits for low back pain. Frequency, clinical evaluation, and treatment patterns from a U.S. national survey. Spine. 1995;20:11–9.CrossRefPubMed Hart LG, Deyo RA, Cherkin DC. Physician office visits for low back pain. Frequency, clinical evaluation, and treatment patterns from a U.S. national survey. Spine. 1995;20:11–9.CrossRefPubMed
5.
go back to reference Kim M, Chan Q, Anthony M-P, Cheung KMC, Samartzis D, Khong P-L. Assessment of glycosaminoglycan distribution in human lumbar intervertebral discs using chemical exchange saturation transfer at 3 T: feasibility and initial experience. NMR Biomed. 2011;24:1137–44. Kim M, Chan Q, Anthony M-P, Cheung KMC, Samartzis D, Khong P-L. Assessment of glycosaminoglycan distribution in human lumbar intervertebral discs using chemical exchange saturation transfer at 3 T: feasibility and initial experience. NMR Biomed. 2011;24:1137–44.
6.
go back to reference Luoma K, Riihimäki H, Luukkonen R, Raininko R, Viikari-Juntura E, Lamminen A. Low back pain in relation to lumbar disc degeneration. Spine. 2000;25:487–92.CrossRefPubMed Luoma K, Riihimäki H, Luukkonen R, Raininko R, Viikari-Juntura E, Lamminen A. Low back pain in relation to lumbar disc degeneration. Spine. 2000;25:487–92.CrossRefPubMed
7.
go back to reference De Schepper EIT, Damen J, van Meurs JBJ, et al. The association between lumbar disc degeneration and low back pain: the influence of age, gender, and individual radiographic features. Spine. 2010;35:531–6.CrossRefPubMed De Schepper EIT, Damen J, van Meurs JBJ, et al. The association between lumbar disc degeneration and low back pain: the influence of age, gender, and individual radiographic features. Spine. 2010;35:531–6.CrossRefPubMed
8.
go back to reference Miese F, Buchbender C, Scherer A, et al. Molecular imaging of cartilage damage of finger joints in early rheumatoid arthritis with delayed gadolinium-enhanced magnetic resonance imaging. Arthritis Rheum. 2012;64:394–9.CrossRefPubMed Miese F, Buchbender C, Scherer A, et al. Molecular imaging of cartilage damage of finger joints in early rheumatoid arthritis with delayed gadolinium-enhanced magnetic resonance imaging. Arthritis Rheum. 2012;64:394–9.CrossRefPubMed
9.
go back to reference Insko EK, Clayton DB, Elliott MA. In vivo sodium MR imaging of the intervertebral disk at 4 T. Acad Radiol. 2002;9:800–4. Insko EK, Clayton DB, Elliott MA. In vivo sodium MR imaging of the intervertebral disk at 4 T. Acad Radiol. 2002;9:800–4.
10.
go back to reference Stelzeneder D, Welsch GH, Kovács BK, 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;81:324–30. Stelzeneder D, Welsch GH, Kovács BK, 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;81:324–30.
11.
go back to reference Trattnig S, Stelzeneder D, Goed S, et al. Lumbar intervertebral disc abnormalities: comparison of quantitative T2 mapping with conventional MR at 3.0 T. Eur Radiol. 2010;20:2715–22. Trattnig S, Stelzeneder D, Goed S, et al. Lumbar intervertebral disc abnormalities: comparison of quantitative T2 mapping with conventional MR at 3.0 T. Eur Radiol. 2010;20:2715–22.
12.
go back to reference Schmitt B, Zbýň Š, Stelzeneder D, et al. Cartilage quality assessment by using glycosaminoglycan chemical exchange saturation transfer and 23Na MR imaging at 7 T. Radiology. 2011;260:257–64. Schmitt B, Zbýň Š, Stelzeneder D, et al. Cartilage quality assessment by using glycosaminoglycan chemical exchange saturation transfer and 23Na MR imaging at 7 T. Radiology. 2011;260:257–64.
13.
go back to reference Guivel-Scharen V, Sinnwell T, Wolff SD, Balaban RS. Detection of proton chemical exchange between metabolites and water in biological tissues. J Magn Reson. 1998;133:36–45.CrossRefPubMed Guivel-Scharen V, Sinnwell T, Wolff SD, Balaban RS. Detection of proton chemical exchange between metabolites and water in biological tissues. J Magn Reson. 1998;133:36–45.CrossRefPubMed
14.
go back to reference Miese F, Kröpil P, Ostendorf B, et al. Motion correction improves image quality of dGEMRIC in finger joints. Eur J Radiol. 2011;80:e427–31.PubMed Miese F, Kröpil P, Ostendorf B, et al. Motion correction improves image quality of dGEMRIC in finger joints. Eur J Radiol. 2011;80:e427–31.PubMed
15.
go back to reference Friston KJ, Williams S, Howard R, Frackowiak RS, Turner R. Movement-related effects in fMRI time-series. Magn Reson Med. 1996;35:346–55.CrossRefPubMed Friston KJ, Williams S, Howard R, Frackowiak RS, Turner R. Movement-related effects in fMRI time-series. Magn Reson Med. 1996;35:346–55.CrossRefPubMed
16.
go back to reference Eddy WF, Fitzgerald M, Noll DC. Improved image registration by using Fourier interpolation. Magn Reson Med. 1996;36:923–31.CrossRefPubMed Eddy WF, Fitzgerald M, Noll DC. Improved image registration by using Fourier interpolation. Magn Reson Med. 1996;36:923–31.CrossRefPubMed
17.
go back to reference Herrmann K-H, Wurdinger S, Fischer DR, et al. Application and assessment of a robust elastic motion correction algorithm to dynamic MRI. Eur Radiol. 2007;17:259–64.CrossRefPubMed Herrmann K-H, Wurdinger S, Fischer DR, et al. Application and assessment of a robust elastic motion correction algorithm to dynamic MRI. Eur Radiol. 2007;17:259–64.CrossRefPubMed
18.
go back to reference Chefd’hotel C, Hermosillo G, Faugeras O. Flows of diffeomorphisms for multimodal image registration. IEEE Int Symp Biomed Imaging 2002 Proc 2002;753–6. Chefd’hotel C, Hermosillo G, Faugeras O. Flows of diffeomorphisms for multimodal image registration. IEEE Int Symp Biomed Imaging 2002 Proc 2002;753–6.
20.
go back to reference Kellman P, Viallon M, Chefd’hotel C, Stemmer A, Croisille P. Improved image reconstruction incorporating non-rigid motion correction for cardiac MRI using BLADE acquisition. J Cardiovasc Magn Reson. 2009;11:P227.CrossRef Kellman P, Viallon M, Chefd’hotel C, Stemmer A, Croisille P. Improved image reconstruction incorporating non-rigid motion correction for cardiac MRI using BLADE acquisition. J Cardiovasc Magn Reson. 2009;11:P227.CrossRef
21.
go back to reference Kim M, Gillen J, Landman BA, Zhou J, van Zijl PCM. Water saturation shift referencing (WASSR) for chemical exchange saturation transfer (CEST) experiments. Magn Reson Med. 2009;61:1441–50.CrossRefPubMedCentralPubMed Kim M, Gillen J, Landman BA, Zhou J, van Zijl PCM. Water saturation shift referencing (WASSR) for chemical exchange saturation transfer (CEST) experiments. Magn Reson Med. 2009;61:1441–50.CrossRefPubMedCentralPubMed
22.
go back to reference Pfirrmann CW, Metzdorf A, Zanetti M, Hodler J, Boos N. Magnetic resonance classification of lumbar intervertebral disc degeneration. Spine. 2001;26:1873–8.CrossRefPubMed Pfirrmann CW, Metzdorf A, Zanetti M, Hodler J, Boos N. Magnetic resonance classification of lumbar intervertebral disc degeneration. Spine. 2001;26:1873–8.CrossRefPubMed
23.
go back to reference Hermosillo G, Chefd’hotel C, Faugeras O. Variational methods for multimodal image matching. Int J Comput Vis. 2002;50:329–43.CrossRef Hermosillo G, Chefd’hotel C, Faugeras O. Variational methods for multimodal image matching. Int J Comput Vis. 2002;50:329–43.CrossRef
24.
go back to reference Liu Q, Jin N, Fan Z, et al. Reliable chemical exchange saturation transfer imaging of human lumbar intervertebral discs using reduced-field-of-view turbo spin echo at 3.0 T. NMR Biomed. 2013;26:1672–9. Liu Q, Jin N, Fan Z, et al. Reliable chemical exchange saturation transfer imaging of human lumbar intervertebral discs using reduced-field-of-view turbo spin echo at 3.0 T. NMR Biomed. 2013;26:1672–9.
25.
go back to reference Melkus G, Grabau M, Karampinos DC, Majumdar S. Ex vivo porcine model to measure pH dependence of chemical exchange saturation transfer effect of glycosaminoglycan in the intervertebral disc. Magn Reson Med. 2014;71:1743–9.CrossRefPubMed Melkus G, Grabau M, Karampinos DC, Majumdar S. Ex vivo porcine model to measure pH dependence of chemical exchange saturation transfer effect of glycosaminoglycan in the intervertebral disc. Magn Reson Med. 2014;71:1743–9.CrossRefPubMed
27.
go back to reference Longo DL, Busato A, Lanzardo S, Antico F, Aime S. Imaging the pH evolution of an acute kidney injury model by means of iopamidol, a MRI-CEST pH-responsive contrast agent. Magn Reson Med. 2013;70:859–64.CrossRef Longo DL, Busato A, Lanzardo S, Antico F, Aime S. Imaging the pH evolution of an acute kidney injury model by means of iopamidol, a MRI-CEST pH-responsive contrast agent. Magn Reson Med. 2013;70:859–64.CrossRef
28.
go back to reference Wei W, Jia G, Flanigan D, Zhou J, Knopp MV. Chemical exchange saturation transfer MR imaging of articular cartilage glycosaminoglycans at 3 T: accuracy of B0 Field Inhomogeneity corrections with gradient echo method. Magn Reson Imaging. 2014;32:41–7. Wei W, Jia G, Flanigan D, Zhou J, Knopp MV. Chemical exchange saturation transfer MR imaging of articular cartilage glycosaminoglycans at 3 T: accuracy of B0 Field Inhomogeneity corrections with gradient echo method. Magn Reson Imaging. 2014;32:41–7.
29.
go back to reference Singh A, Haris M, Cai K, et al. Chemical exchange saturation transfer magnetic resonance imaging of human knee cartilage at 3 T and 7 T. Magn Reson Med. 2012;68:588–94. Singh A, Haris M, Cai K, et al. Chemical exchange saturation transfer magnetic resonance imaging of human knee cartilage at 3 T and 7 T. Magn Reson Med. 2012;68:588–94.
30.
go back to reference Saar G, Zhang B, Ling W, Regatte RR, Navon G, Jerschow A. Assessment of glycosaminoglycan concentration changes in the intervertebral disc via chemical exchange saturation transfer. NMR Biomed. 2012;25:255–61.CrossRefPubMedCentralPubMed Saar G, Zhang B, Ling W, Regatte RR, Navon G, Jerschow A. Assessment of glycosaminoglycan concentration changes in the intervertebral disc via chemical exchange saturation transfer. NMR Biomed. 2012;25:255–61.CrossRefPubMedCentralPubMed
31.
go back to reference Takashima H, Takebayashi T, Yoshimoto M, et al. Correlation between T2 relaxation time and intervertebral disk degeneration. Skeletal Radiol. 2012;41:163–7.CrossRefPubMed Takashima H, Takebayashi T, Yoshimoto M, et al. Correlation between T2 relaxation time and intervertebral disk degeneration. Skeletal Radiol. 2012;41:163–7.CrossRefPubMed
Metadata
Title
Improvement of gagCEST imaging in the human lumbar intervertebral disc by motion correction
Authors
Anja Müller-Lutz
Christoph Schleich
Benjamin Schmitt
Melike Topgöz
Gael Pentang
Gerald Antoch
Hans-Jörg Wittsack
Falk Miese
Publication date
01-04-2015
Publisher
Springer Berlin Heidelberg
Published in
Skeletal Radiology / Issue 4/2015
Print ISSN: 0364-2348
Electronic ISSN: 1432-2161
DOI
https://doi.org/10.1007/s00256-014-2034-z

Other articles of this Issue 4/2015

Skeletal Radiology 4/2015 Go to the issue

Test Yourself: Answer

Anterior knee pain

Test Yourself: Question

Anterior knee pain