Measuring the arterial input function with gradient echo sequences

The measurement of the arterial input function by use of gradient echo sequences was investigated by in vitro and in vivo experiments. First, calibration curves representing the influence of the concentration of Gd‐DTPA on both the phase and the amplitude of the MR signal were measured in human blood by means of a slow‐infusion experiment. The results showed a linear increase in the phase velocity and a quadratic increase in ΔR  *2 as a function of the Gd‐DTPA concentration. Next, the resultant calibration curves were incorporated in a partial volume correction algorithm for the arterial input function determination. The algorithm was tested in a phantom experiment and was found to substantially improve the accuracy of the concentration measurement. Finally, the reproducibility of the arterial input function measurement was estimated in 16 patients by considering the input function of the left and the right sides as replicate measurements. This in vivo study showed that the reproducibility of the arterial input function determination using gradient echo sequences is improved by employing a partial volume correction algorithm based on the calibration curve for the contrast agent used. Magn Reson Med 49:1067–1076, 2003. © 2003 Wiley‐Liss, Inc.

[1]  D G Gadian,et al.  Quantification of Perfusion Using Bolus Tracking Magnetic Resonance Imaging in Stroke: Assumptions, Limitations, and Potential Implications for Clinical Use , 2002, Stroke.

[2]  William H. Press,et al.  Numerical recipes in C , 2002 .

[3]  V. Kiselev On the theoretical basis of perfusion measurements by dynamic susceptibility contrast MRI , 2001, Magnetic resonance in medicine.

[4]  K. Murase,et al.  Determination of arterial input function using fuzzy clustering for quantification of cerebral blood flow with dynamic susceptibility contrast‐enhanced MR imaging , 2001, Journal of magnetic resonance imaging : JMRI.

[5]  M. Viergever,et al.  Correcting partial volume artifacts of the arterial input function in quantitative cerebral perfusion MRI , 2001, Magnetic resonance in medicine.

[6]  A G Sorensen What is the meaning of quantitative CBF? , 2001, AJNR. American journal of neuroradiology.

[7]  K Scheffler,et al.  Analysis of input functions from different arterial branches with gamma variate functions and cluster analysis for quantitative blood volume measurements. , 2000, Magnetic resonance imaging.

[8]  J. Jensen,et al.  NMR relaxation in tissues with weak magnetic inhomogeneities , 2000, Magnetic resonance in medicine.

[9]  M. Viergever,et al.  Maximum likelihood estimation of cerebral blood flow in dynamic susceptibility contrast MRI , 1999, Magnetic resonance in medicine.

[10]  M. Viergever,et al.  Measurement of cerebral perfusion with dual-echo multi-slice quantitative dynamic susceptibility contrast MRI. , 1999, Journal of magnetic resonance imaging : JMRI.

[11]  T E Conturo,et al.  Contrast‐agent phase effects: An experimental system for analysis of susceptibility, concentration, and bolus input function kinetics , 1997, Magnetic resonance in medicine.

[12]  T E Conturo,et al.  Arterial input functions from MR phase imaging , 1996, Magnetic resonance in medicine.

[13]  B. Rosen,et al.  High resolution measurement of cerebral blood flow using intravascular tracer bolus passages. Part I: Mathematical approach and statistical analysis , 1996, Magnetic resonance in medicine.

[14]  B R Rosen,et al.  Mr contrast due to intravascular magnetic susceptibility perturbations , 1995, Magnetic resonance in medicine.

[15]  W. J. Lorenz,et al.  Quantification of regional cerebral blood flow and volume with dynamic susceptibility contrast-enhanced MR imaging. , 1994, Radiology.

[16]  M A Moerland,et al.  Numerical analysis of the magnetic field for arbitrary magnetic susceptibility distributions in 3D. , 1994, Magnetic resonance imaging.

[17]  D. Parker,et al.  Accuracy of phase‐contrast flow measurements in the presence of partial‐volume effects , 1993, Journal of magnetic resonance imaging : JMRI.

[18]  P. Tofts,et al.  Measurement of the blood‐brain barrier permeability and leakage space using dynamic MR imaging. 1. Fundamental concepts , 1991, Magnetic resonance in medicine.

[19]  P. Dunham,et al.  Chapter 15 – Transport through Red Cell Membranes , 1975 .