Biexponential modeling of multigradient‐echo MRI data of the brain

Functional MRI (fMRI) using fast multigradient‐echo acquisition methods allows the quantitative determination of the relevant parameter T  *2 . Previously, the TE‐dependent signal decay has been modeled with a monoexponential function despite the complex composition of the brain. In this study, biexponential modeling was used to evaluate the relaxation of brain parenchyma and blood separate from that of cerebrospinal fluid. Single‐shot multigradient‐echo data acquired with spiral or EPI techniques were analyzed. In phantom experiments the biexponential method proved to be accurate. Compared to the biexponential procedure, the monoexponential model overestimated T  *2 (72.2 msec vs. 65.3 msec) and underestimated ΔT  *2 (2.96 msec vs. 3.19 msec) during visual stimulation. The biexponential method may allow intrinsic correction for partial volume effects due to cerebrospinal fluid. The activation‐induced parameter changes are detected with a sensitivity equal to that of a monoexponential method. The resulting T  *2 and ΔT  *2 values describe the experimental data more accurately. Magn Reson Med 45:1116–1121, 2001. © 2001 Wiley‐Liss, Inc.

[1]  S. Posse,et al.  Enhancement of BOLD‐contrast sensitivity by single‐shot multi‐echo functional MR imaging , 1999, Magnetic resonance in medicine.

[2]  R. Brent Table errata: Algorithms for minimization without derivatives (Prentice-Hall, Englewood Cliffs, N. J., 1973) , 1975 .

[3]  D. Anderson,et al.  Algorithms for minimization without derivatives , 1974 .

[4]  Laurent Itti,et al.  Improved 3D correction for partial volume effects in brain SPECT , 1997, Human brain mapping.

[5]  B D Ross,et al.  Absolute Quantitation of Water and Metabolites in the Human Brain. I. Compartments and Water , 1993 .

[6]  J H Duyn,et al.  Inflow versus deoxyhemoglobin effects in bold functional MRI using gradient echoes at 1.5 T , 1994, NMR in biomedicine.

[7]  P. Renshaw,et al.  Age-related Reduction in Functional MRI Response to Photic Stimulation , 1997, Neurology.

[8]  J Hennig,et al.  Functional Imaging by I0‐ and T2* ‐parameter mapping using multi‐image EPI , 1998, Magnetic resonance in medicine.

[9]  K. Uğurbil,et al.  Experimental determination of the BOLD field strength dependence in vessels and tissue , 1997, Magnetic resonance in medicine.

[10]  E Moser,et al.  Functional MRI of the human motor cortex using single-shot, multiple gradient-echo spiral imaging. , 1999, Magnetic resonance imaging.

[11]  G H Glover,et al.  Decomposition of inflow and blood oxygen level‐dependent (BOLD) effects with dual‐echo spiral gradient‐recalled echo (GRE) fMRI , 1996, Magnetic resonance in medicine.

[12]  H. Mayberg,et al.  Correction of PET Data for Partial Volume Effects in Human Cerebral Cortex by MR Imaging , 1990, Journal of computer assisted tomography.

[13]  N. Ramsey,et al.  Multi-Echo PRESTO: T2* mapping for 3D fMR1 , 2000 .