Improving the accuracy of cross-relaxation imaging
Corresponding Author
Nikola Stikov
McConnell Brain Imaging Centre, Montreal Neurological Institute, McGill University
McConnell Brain Imaging Centre, Montreal Neurological Institute, McGill UniversitySearch for more papers by this authorCorresponding Author
Nikola Stikov
McConnell Brain Imaging Centre, Montreal Neurological Institute, McGill University
McConnell Brain Imaging Centre, Montreal Neurological Institute, McGill UniversitySearch for more papers by this authorAbstract
Cross-relaxation imaging (CRI) provides biomarkers sensitive to the macromolecular content of tissue. Although the CRI parameters are sufficiently precise to exhibit significant correlations with macromolecular content in tissue, their accuracy is hindered by the CRI modeling and measurement variability. In this article, several sources of CRI variability are examined, such as T1 mapping bias, magnetization transfer signal drift, and inaccuracies due to tissue modeling. Simple corrections schemes are proposed to account for these effects and to improve the CRI accuracy. © 2012 Wiley Periodicals, Inc. Int J Imaging Syst Technol, 22, 67–72, 2012
REFERENCES
- J.K. Barral,E. Gudmundson,N. Stikov,M. Etezadi-Amoli,P. Stoica, andD.G. Nishimura, A robust methodology for in vivo T1 mapping. Magn Reson Med 64 ( 2010), 1057–1067.
- M. Cercignani andG.J. Barker, A comparison between equations describing in vivo MT: The effects of noise and sequence parameters. J Magn Reson 191 ( 2008), 171–183.
- M. Cercignani,M.R. Symms,K. Schmierer,P.A. Boulby,D.J. Tozer,M. Ron,P.S. Tofts, andG.J. Barker, Three-dimensional quantitative magnetisation transfer imaging of the human brain. Neuroimage 27 ( 2005), 436–441.
- S.C. Deoni, High-resolution T1 mapping of the brain at 3T with driven equilibrium single pulse observation of T1 with high-speed incorporation of RF field inhomogeneities (DESPOT1-HIFI). J Magn Reson Imaging 26 ( 2007), 1106–1111.
- V. Dousset,R.I. Grossman,K.N. Ramer,M.D. Schnall,L.H. Young,F. Gonzalez-Scarano,E. Lavi, andJ.A. Cohen, Experimental allergic encephalomyelitis and multiple sclerosis: Lesion characterization with magnetization transfer imaging. Radiology 182 ( 1992), 483–491.
- H.T. Edzes andE.T. Samulski, Cross relaxation and spin diffusion in the proton NMR or hydrated collagen. Nature 265 ( 1977), 521–523.
- J. Eng,T.L. Ceckler, andR.S. Balaban, Quantitative 1H magnetization transfer imaging in vivo. Magn Reson Med 17 ( 1991), 304–314.
- M. Gloor,K. Scheffler, andO. Bieri, Quantitative magnetization transfer imaging using balanced SSFP. Magn Reson Med 60 ( 2008), 691–700.
- D.F. Gochberg andJ.C. Gore, Quantitative magnetization transfer imaging via selective inversion recovery with short repetition times. Magn Reson Med 57 ( 2007), 437–441.
- S.J. Graham andR.M. Henkelman, Understanding pulsed magnetization transfer. J Magn Reson Imaging 7 ( 1997), 903–912.
- R.M. Henkelman,X. Huang,Q.S. Xiang,G.J. Stanisz,S.D. Swanson, andM.J. Bronskill, Quantitative interpretation of magnetization transfer. Magn Reson Med 29 ( 1993), 759–766.
- R.M. Henkelman,G.J. Stanisz, andS.J. Graham, Magnetization transfer in MRI: A review. NMR Biomed 14 ( 2001), 57–64.
- B.S. Hu,S.M. Conolly,G.A. Wright,D.G. Nishimura, andA. Macovski, Pulsed saturation transfer contrast. Magn Reson Med 26 ( 1992), 231–240.
- I. Levesque,J.G. Sled,S. Narayanan,A.C. Santos,S.D. Brass,S.J. Francis,D.L. Arnold, andG.B. Pike, The role of edema and demyelination in chronic T1 black holes: A quantitative magnetization transfer study. J Magn Reson Imaging 21 ( 2005), 103–110.
- I.R. Levesque,N. Stikov,B. Pike, andJ.M. Pauly, Drift in the magnetization transfer signal: Effect on quantitative MT experiments, Proceedings of the International Society for Magnetic Resonance in Medicine, Montreal, Canada, 2011, p. 2782.
- C. Morrison andR.M. Henkelman, A model for magnetization transfer in tissues. Magn Reson Med 33 ( 1995), 475–482.
- C. Morrison,G. Stanisz, andR.M. Henkelman, Modeling magnetization transfer for biological-like systems using a semi-solid pool with a super-Lorentzian lineshape and dipolar reservoir. J Magn Reson: Ser B 108 ( 1995), 103–113.
- P. Mossahebi andA.A. Samsonov, Optimization strategies for accurate quantitative MT imaging, Proceedings of the White Matter Study Group of the International Society for Magnetic Resonance in Medicine, Reykjavik, Iceland, 2011a, p. 32.
- P. Mossahebi andA.A. Samsonov, Rapid and Accurate Variable Flip Angle T1 Mapping with Correction of MT Effects, Proceedings of the White Matter Study Group of the International Society for Magnetic Resonance in Medicine, Reykjavik, Iceland, 2011b, p. 31.
- X. Ou andD.F. Gochberg, MT effects and T1 quantification in single-slice spoiled gradient echo imaging. Magn Reson Med 59 ( 2008), 835–845.
- G.B. Pike,G.H. Glover,B.S. Hu, andD.R. Enzmann, Pulsed magnetization transfer spin-echo MR imaging. J Magn Reson Imaging 3 ( 1993), 531–539.
- S. Portnoy andG.J. Stanisz, Modeling pulsed magnetization transfer. Magn Reson Med 58 ( 2007), 144–155.
- A. Ramani,C. Dalton,D.H. Miller,P.S. Tofts, andG.J. Barker, Precise estimate of fundamental in-vivo MT parameters in human brain in clinically feasible times. Magn Reson Imaging 20 ( 2002), 721–731.
- J.G. Sled andG.B. Pike, Quantitative interpretation of magnetization transfer in spoiled gradient echo MRI sequences. J Magn Reson 145 ( 2000), 24–36.
- N. Stikov,T. Cukur,R.F. Dougherty,B.A. Wandell, andJ.M. Pauly, Sensitivity analysis of cross-relaxation imaging, Proceedings of the International Society for Magnetic Resonance in Medicine 15th Annual Meeting, Berlin, Germany, 2007, p. 1805.
- N. Stikov,K.E. Keenan,J.M. Pauly,R.L. Smith,R.F. Dougherty andG.E. Gold, Cross-relaxation imaging of human articular cartilage. Magn Reson Med 66 ( 2011a), 725–734.
- N. Stikov,C.L. Tardif,I.R. Levesque,J.K. Barral, andB. Pike, A comparison of T1 mapping methods in white matter, Proceedings of the White Matter Study Group of the International Society for Magnetic Resonance in Medicine, Reykjavik, Iceland, 2011b, p. 41.
- J.I. Tanttu,R.E. Sepponen,M.J. Lipton, andT. Kuusela, Synergistic enhancement of MRI with Gd-DTPA and magnetization transfer. J Comput Assisted Tomogr 16 ( 1992), 19–24.
- D.J. Tozer,G.R. Davies,D.R. Altmann,D.H. Miller, andP.S. Tofts, Correlation of apparent myelin measures obtained in multiple sclerosis patients and controls from magnetization transfer and multicompartmental T2 analysis. Magn Reson Med 53 ( 2005), 1415–1422.
- H.R. Underhill,R.C. Rostomily,A.M. Mikheev,C. Yuan, andV.L. Yarnykh, Fast bound pool fraction imaging of the in vivo rat brain: Association with myelin content and validation in the C6 glioma model. Neuroimage 54 ( 2011), 2052–2065.
- S. Webb andG.J. Stanisz, Understanding the MT, T1 and T2 changes during demyelination and inflammation, Proceedings of the International Society for Magnetic Resonance in Medicine, Honolulu, USA, 2002, p. 183.
- S.D. Wolff andR.S. Balaban, Magnetization transfer contrast (MTC) and tissue water proton relaxation in vivo. Magn Reson Med 10 ( 1989), 135–144.
- V.L. Yarnykh, Pulsed Z-spectroscopic imaging of cross-relaxation parameters in tissues for human MRI: Theory and clinical applications. Magn Reson Med 47 ( 2002), 929–939.
- V.L. Yarnykh andC. Yuan, Cross-relaxation imaging reveals detailed anatomy of white matter fiber tracts in the human brain. Neuroimage 23 ( 2004), 409–424.