High resolution spectroscopic imaging of GABA at 3 Tesla
He Zhu
Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, Maryland, USA
Search for more papers by this authorRichard A. E. Edden
Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, Maryland, USA
Search for more papers by this authorRonald Ouwerkerk
Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
Search for more papers by this authorCorresponding Author
Peter B. Barker
Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, Maryland, USA
Department of Radiology, Park 367B, Johns Hopkins University School of Medicine, 600 N Wolfe Street, Baltimore, MD 21287===Search for more papers by this authorHe Zhu
Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, Maryland, USA
Search for more papers by this authorRichard A. E. Edden
Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, Maryland, USA
Search for more papers by this authorRonald Ouwerkerk
Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
Search for more papers by this authorCorresponding Author
Peter B. Barker
Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, Maryland, USA
Department of Radiology, Park 367B, Johns Hopkins University School of Medicine, 600 N Wolfe Street, Baltimore, MD 21287===Search for more papers by this authorAbstract
A spin echo-based MRSI sequence was developed to acquire edited spectra of γ-aminobutyric acid in an entire slice. Water and lipid signals were suppressed by a dual-band presaturation sequence, which included integrated outer volume suppression pulses for additional lipid suppression. Experiments in three normal volunteers were performed at 3 T using a 32-channel head coil. High signal-to-noise ratio spectra and metabolic images of γ-aminobutyric acid were acquired from nominal 4.5 cm3 voxels (estimated actual voxel size 7.0 cm3) in a scan time of 17 min. The sequence is also expected to co-edit homocarnosine and macromolecules, giving a composite γ-aminobutyric acid+ resonance. The γ-aminobutyric acid+ to water ratio was measured using a companion water MRSI scan and was found to correlate linearly with the % gray matter (GM) of each voxel (γ-aminobutyric acid+/water = (1.5 × GM + 3.2) × 10−5, R = 0.27), with higher γ-aminobutyric acid+ levels in gray matter compared with white. In conclusion, high signal-to-noise ratio γ-aminobutyric acid-MRSI is possible at 3 T within clinically feasible scan times. Magn Reson Med, 2011. © 2010 Wiley-Liss, Inc.
REFERENCES
- 1 Petroff OA. GABA and glutamate in the human brain. Neuroscientist 2002; 8: 562–573.
- 2 Petroff OA, Rothman DL, Behar KL, Mattson RH. Low brain GABA level is associated with poor seizure control. Ann Neurol 1996; 40: 908–911.
- 3 Behar KL, Rothman DL, Petersen KF, Hooten M, Delaney R, Petroff OA, Shulman GI, Navarro V, Petrakis IL, Charney DS, Krystal JH. Preliminary evidence of low cortical GABA levels in localized 1H-MR spectra of alcohol-dependent and hepatic encephalopathy patients. Am J Psychiatry 1999; 156: 952–954.
- 4 Goddard AW, Mason GF, Rothman DL, Behar KL, Petroff OA, Krystal JH. Family psychopathology and magnitude of reductions in occipital cortex GABA levels in panic disorder. Neuropsychopharmacology 2004; 29: 639–640.
- 5 Sanacora G, Mason GF, Rothman DL, Hyder F, Ciarcia JJ, Ostroff RB, Berman RM, Krystal JH. Increased cortical GABA concentrations in depressed patients receiving ECT. Am J Psychiatry 2003; 160: 577–579.
- 6 Petroff OA, Mattson RH, Behar KL, Hyder F, Rothman DL. Vigabatrin increases human brain homocarnosine and improves seizure control. Ann Neurol 1998; 44: 948–952.
- 7 Edden RA, Muthukumaraswamy SD, Freeman TC, Singh KD. Orientation discrimination performance is predicted by GABA concentration and gamma oscillation frequency in human primary visual cortex. J Neurosci 2009; 29: 15721–15726.
- 8 Muthukumaraswamy SD, Edden RA, Jones DK, Swettenham JB, Singh KD. Resting GABA concentration predicts peak gamma frequency and fMRI amplitude in response to visual stimulation in humans. Proc Natl Acad Sci USA 2009; 106: 8356–8361.
- 9 Northoff G, Walter M, Schulte RF, Beck J, Dydak U, Henning A, Boeker H, Grimm S, Boesiger P. GABA concentrations in the human anterior cingulate cortex predict negative BOLD responses in fMRI. Nat Neurosci 2007; 10: 1515–1517.
- 10
Mescher M,
Merkle H,
Kirsch J,
Garwood M,
Gruetter R.
Simultaneous in vivo spectral editing and water suppression.
NMR Biomed
1998;
11:
266–272.
10.1002/(SICI)1099-1492(199810)11:6<266::AID-NBM530>3.0.CO;2-J CAS PubMed Web of Science® Google Scholar
- 11 Rothman DL, Petroff OA, Behar KL, Mattson RH. Localized 1H NMR measurements of gamma-aminobutyric acid in human brain in vivo. Proc Natl Acad Sci USA 1993; 90: 5662–5666.
- 12 Shen J, Rothman DL, Brown P. In vivo GABA editing using a novel doubly selective multiple quantum filter. Magn Reson Med 2002; 47: 447–454.
- 13
Shen J,
Shungu DC,
Rothman DL.
In vivo chemical shift imaging of gamma-aminobutyric acid in the human brain.
Magn Reson Med
1999;
41:
35–42.
10.1002/(SICI)1522-2594(199901)41:1<35::AID-MRM7>3.0.CO;2-C CAS PubMed Web of Science® Google Scholar
- 14 de Graaf RA, Rothman DL. Detection of gamma-aminobutyric acid (GABA) by longitudinal scalar order difference editing. J Magn Reson 2001; 152: 124–131.
- 15 Schulte RF, Boesiger P. ProFit: two-dimensional prior-knowledge fitting of J-resolved spectra. NMR Biomed 2006; 19: 255–263.
- 16 Thomas MA, Yue K, Binesh N, Davanzo P, Kumar A, Siegel B, Frye M, Curran J, Lufkin R, Martin P, Guze B. Localized two-dimensional shift correlated MR spectroscopy of human brain. Magn Reson Med 2001; 46: 58–67.
- 17 Edden RA, Barker PB. Spatial effects in the detection of gamma-aminobutyric acid: improved sensitivity at high fields using inner volume saturation. Magn Reson Med 2007; 58: 1276–1282.
- 18 Evans CJ, McGonigle DJ, Edden RA. Diurnal stability of gamma-aminobutyric acid concentration in visual and sensorimotor cortex. J Magn Reson Imaging 2010; 31: 204–209.
- 19 Choi IY, Lee SP, Merkle H, Shen J. Single-shot two-echo technique for simultaneous measurement of GABA and creatine in the human brain in vivo. Magn Reson Med 2004; 51: 1115–1121.
- 20 Choi IY, Lee SP, Merkle H, Shen J. In vivo detection of gray and white matter differences in GABA concentration in the human brain. Neuroimage 2006; 33: 85–93.
- 21 Jensen JE, Frederick Bde B, Renshaw PF. Grey and white matter GABA level differences in the human brain using two-dimensional, J-resolved spectroscopic imaging. NMR Biomed 2005; 18: 570–576.
- 22 Jensen JE, Frederick BD, Wang L, Brown J, Renshaw PF. Two-dimensional, J-resolved spectroscopic imaging of GABA at 4 Tesla in the human brain. Magn Reson Med 2005; 54: 783–788.
- 23 Choi C, Bhardwaj PP, Kalra S, Casault CA, Yasmin US, Allen PS, Coupland NJ. Measurement of GABA and contaminants in gray and white matter in human brain in vivo. Magn Reson Med 2007; 58: 27–33.
- 24 Terpstra M, Ugurbil K, Gruetter R. Direct in vivo measurement of human cerebral GABA concentration using MEGA-editing at 7 Tesla. Magn Reson Med 2002; 47: 1009–1012.
- 25 Duyn JH, Gillen J, Sobering G, van Zijl PC, Moonen CT. Multisection proton MR spectroscopic imaging of the brain. Radiology 1993; 188: 277–282.
- 26 Golay X, Gillen J, van Zijl PC, Barker PB. Scan time reduction in proton magnetic resonance spectroscopic imaging of the human brain. Magn Reson Med 2002; 47: 384–387.
- 27 Zhu H, Ouwerkerk R, Barker PB. Dual-band water and lipid suppression for MR spectroscopic imaging at 3 Tesla. Magn Reson Med 2010; 63: 1486–1492.
- 28 Schar M, Vonken EJ, Stuber M. Simultaneous B(0)- and B(1)+-map acquisition for fast localized shim, frequency, and RF power determination in the heart at 3 T. Magn Reson Med 2010; 63: 419–426.
- 29 Zhang Y, Brady M, Smith S. Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm. IEEE Trans Med Imaging 2001; 20: 45–57.
- 30 Star-Lack J, Spielman D, Adalsteinsson E, Kurhanewicz J, Terris DJ, Vigneron DB. In vivo lactate editing with simultaneous detection of choline, creatine, NAA, and lipid singlets at 1.5 T using PRESS excitation with applications to the study of brain and head and neck tumors. J Magn Reson 1998; 133: 243–254.
- 31 Star-Lack J, Nelson SJ, Kurhanewicz J, Huang LR, Vigneron DB. Improved water and lipid suppression for 3D PRESS CSI using RF band selective inversion with gradient dephasing (BASING). Magn Reson Med 1997; 38: 311–321.
- 32 Waddell KW, Avison MJ, Joers JM, Gore JC. A practical guide to robust detection of GABA in human brain by J-difference spectroscopy at 3 T using a standard volume coil. Magn Reson Imaging 2007; 25: 1032–1038.
- 33 Barker PB, Hearshen DO, Boska MD. Single-voxel proton MRS of the human brain at 1.5T and 3.0T. Magn Reson Med 2001; 45: 765–769.
- 34 Wiggins GC, Triantafyllou C, Potthast A, Reykowski A, Nittka M, Wald LL. 32-channel 3 Tesla receive-only phased-array head coil with soccer-ball element geometry. Magn Reson Med 2006; 56: 216–223.
- 35 Roemer PB, Edelstein WA, Hayes CE, Souza SP, Mueller OM. The NMR phased array. Magn Reson Med 1990; 16: 192–225.
- 36 Henry PG, Dautry C, Hantraye P, Bloch G. Brain GABA editing without macromolecule contamination. Magn Reson Med 2001; 45: 517–520.
- 37 Stagg CJ, Wylezinska M, Matthews PM, Johansen-Berg H, Jezzard P, Rothwell JC, Bestmann S. Neurochemical effects of theta burst stimulation as assessed by magnetic resonance spectroscopy. J Neurophysiol 2009; 101: 2872–2877.
- 38 Provencher SW. Estimation of metabolite concentrations from localized in vivo proton MR spectra. Magn Reson Med 1993; 30: 672–679.