Quantitative analysis of short echo time 1H‐MRSI of cerebral gray and white matter

Quantitative analysis of 1H‐magnetic resonance spectroscopic imaging (MRSI) data was developed using the user‐independent spectral analysis routine LCModel. Tissue segmentation was performed using statistical parametric mapping software (SPM 96), and the results were used to correct for cerebrospinal fluid contamination. A correction was developed for the imperfections in the spectroscopic excitation profile in order to improve the uniformity of metabolite images. After validation in phantoms, these techniques were applied to study differences in metabolite concentrations between gray and white matter in normal volunteers (n = 13). A positive correlation was found between concentration and gray matter content for most metabolites studied. The estimated ratios of metabolite concentration in gray vs. white matter were: N‐acetyl aspartate + N‐acetyl aspartyl glutamate (NAc) = 1.16 ± 0.11; creatine = 1.7 ± 0.3; glutamate + glutamine = 2.4 ± 0.5; myo‐inositol = 1.6 ± 0.3; choline = 0.9 ± 0.2. The ratio of NAc/Cr was negatively correlated with gray matter content: gray/white = 0.69 ± 0.08. These methods will be useful in the evaluation of metabolite concentrations in MRSI voxels with mixed tissue composition in patient groups. Magn Reson Med 44:401–411, 2000. © 2000 Wiley‐Liss, Inc.

[1]  J. Duyn,et al.  Quantitative proton MR spectroscopic imaging of the human brain , 1996, Magnetic resonance in medicine.

[2]  R. Shulman,et al.  Determination of the rate of the glutamate/glutamine cycle in the human brain by in vivo 13C NMR. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[3]  K O Lim,et al.  In vivo spectroscopic quantification of the N‐acetyl moiety, creatine, and choline from large volumes of brain gray and white matter: Effects of normal aging , 1999, Magnetic resonance in medicine.

[4]  J. Ashburner,et al.  Multimodal Image Coregistration and Partitioning—A Unified Framework , 1997, NeuroImage.

[5]  K. Behar,et al.  Analysis of macromolecule resonances in 1H NMR spectra of human brain , 1994, Magnetic resonance in medicine.

[6]  D. Leibfritz,et al.  Multinuclear NMR studies on the energy metabolism of glial and neuronal cells. , 1993, Developmental neuroscience.

[7]  V. Govindaraju,et al.  Automated spectral analysis III: Application to in Vivo proton MR Spectroscopy and spectroscopic imaging , 1998, Magnetic resonance in medicine.

[8]  A. Bizzi,et al.  Absolute Quantitation of Short TE Brain 1H‐MR Spectra and Spectroscopic Imaging Data , 1993, Journal of computer assisted tomography.

[9]  S. Provencher Estimation of metabolite concentrations from localized in vivo proton NMR spectra , 1993, Magnetic resonance in medicine.

[10]  J Star-Lack,et al.  High spatial resolution 1H‐MRSI and segmented MRI of cortical gray matter and subcortical white matter in three regions of the human brain , 1999, Magnetic resonance in medicine.

[11]  M. Greenwood An Introduction to Medical Statistics , 1932, Nature.

[12]  M. Weiner,et al.  Molar quantitation of in vivo proton metabolites in human brain with 3D magnetic resonance spectroscopic imaging. , 1994, Magnetic resonance imaging.

[13]  P. Allen,et al.  Sources of variability in the response of coupled spins to the PRESS sequence and their potential impact on metabolite quantification , 1999, Magnetic resonance in medicine.

[14]  P. Narayana,et al.  Relative Concentrations of Proton MR Visible Neurochemicals in Gray and White Matter in Human Brain , 1995, Magnetic resonance in medicine.

[15]  J. Ashburner,et al.  Voxel-by-Voxel Comparison of Automatically Segmented Cerebral Gray Matter—A Rater-Independent Comparison of Structural MRI in Patients with Epilepsy , 1999, NeuroImage.

[16]  Jullie W Pan,et al.  Spectroscopic imaging of human brain glutamate by water‐suppressed J‐refocused coherence transfer at 4.1 T , 1996, Magnetic resonance in medicine.

[17]  G. Sutherland,et al.  Nuclear magnetic resonance study of cerebrospinal fluid from patients with multiple sclerosis. , 1993, The Canadian journal of neurological sciences. Le journal canadien des sciences neurologiques.

[18]  William H. Oldendorf,et al.  N-Acetyl-L-Aspartic acid: A literature review of a compound prominent in 1H-NMR spectroscopic studies of brain , 1989, Neuroscience & Biobehavioral Reviews.

[19]  Jullie W Pan,et al.  Quantitative 1H spectroscopic imaging of human brain at 4.1 T using image segmentation , 1996, Magnetic resonance in medicine.

[20]  Jullie W Pan,et al.  Measurement of the Tricarboxylic Acid Cycle Rate in Human Grey and White Matter in Vivo by 1H-[13C] Magnetic Resonance Spectroscopy at 4.1T , 1999, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[21]  J. Frahm,et al.  Regional metabolite concentrations in human brain as determined by quantitative localized proton MRS , 1998, Magnetic resonance in medicine.

[22]  J M Wild,et al.  Normalisation of metabolite images in 1H NMR spectroscopic imaging. , 1997, Magnetic resonance imaging.

[23]  J. Alger,et al.  High‐field proton magnetic resonance spectroscopy of human cerebrum obtained during surgery for epilepsy , 1989, Neurology.

[24]  D. Gadian,et al.  Proton nuclear magnetic resonance spectroscopy unambiguously identifies different neural cell types , 1993, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[25]  Jullie W Pan,et al.  Quantitative spectroscopic imaging of the human brain , 1998, Magnetic resonance in medicine.

[26]  J T Vaughan,et al.  Evaluation of 31P metabolite differences in human cerebral gray and white matter , 1998, Magnetic resonance in medicine.

[27]  R. Kauppinen,et al.  Compartmentation of cerebral glutamate in situ as detected by 1H/13C n.m.r. , 1994, The Biochemical journal.

[28]  T. Ng,et al.  1H-MRS evidence of neurodegeneration and excess glutamate glutamine in ALS medulla , 1999, Neurology.

[29]  N Sailasuta,et al.  Proton spectroscopy without water suppression: The oversampled J‐resolved experiment , 1998, Magnetic resonance in medicine.