Simultaneous estimation of reversible and irreversible transverse relaxation rates in the basal ganglia at 7T: implications for brain iron deposition studies
Mukund Balasubramanian1,2, Jonathan R. Polimeni2,3, and Robert V. Mulkern1,2

1Department of Radiology, Boston Children's Hospital, Boston, MA, United States, 2Harvard Medical School, Boston, MA, United States, 3Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown, MA, United States

Synopsis

Reversible and irreversible transverse relaxation rates were measured at 7T, using the GESSE pulse sequence, in basal ganglia structures in 11 volunteers (ages: 23-81 years). We found that, with a judicious choice of echo times, irreversible rates (R2) in the globus pallidus were conspicuous for all subjects. Furthermore, both reversible and irreversible rates increased with age in a manner consistent with prior postmortem studies of iron concentration in these structures. Since these rates are differentially affected by field perturbations at different spatial scales, their consideration may provide information about the microscopic and mesoscopic distribution and concentration of iron in tissue.

Introduction

Pulse sequences such as GESFIDE[1] and GESSE[2] enable the simultaneous measurement of irreversible transverse relaxation rates, typically characterized by $$$R_2=1/T_2$$$, and reversible transverse relaxation rates, typically characterized by $$$R_2^{'}=1/T_2^{'}$$$. Both of these rates have been proposed as correlates of brain iron concentration[3]. Our goal was to use GESSE to measure these rates in the basal ganglia—subcortical structures which accumulate iron at different rates over the lifespan[4]—at 7T, where standard methods for mapping $$$R_2$$$ (e.g., CPMG) are hindered by high SAR and B1 inhomogeneity.

Methods

Eleven volunteers (6F/5M, ages: 23-81 years), having given informed consent, were scanned on a Siemens 7T whole-body scanner (Siemens Healthcare, Erlangen, Germany) using a custom-built 32-channel head receive coil and birdcage transmit coil. On each volunteer, 2D multi-slice GESSE data were acquired in ~4 minutes with the following parameters: TR=2 s, 15 unipolar gradient-echoes with the 8th gradient-echo coinciding with the spin-echo at TE=24 ms (BW=2441 Hz/px), 19 axial slices with 2/1 mm slice thickness/gap and 2×2 mm2 in-plane resolution (matrix=128×96). On two subjects (S01 and S02), additional GESSE datasets were acquired with the spin-echo at TE=40 ms (BW=543 Hz/px) and at TE=60 ms (BW=313 Hz/px), and on one subject (S02), these scans were repeated on a Siemens 3T Trio scanner, also with a 32-channel receive coil.

Fits of Lorentzian and Gaussian models to per-voxel GESSE time-domain signals were performed[5], leading to the characterization of reversible transverse relaxation rates by $$$R_2^{'}$$$ and $$$\sigma$$$, respectively, with irreversible transverse relaxation rates characterized by $$$R_2$$$. Regions of interest (ROIs) for globus pallidus (GP; green) and putamen (PUT; red) were drawn on the spin-echo images, and the mean value of the relaxation rates within each ROI was computed.

Results

As reported previously[5], the Gaussian model was found to fit GESSE time-domain signals as well as or better than the Lorentzian model (see Fig. 1); reversible transverse relaxation rates are therefore characterized herein by $$$\sigma$$$ rather than $$$R_2^{'}$$$. Figs. 2 and 3 show $$$R_2$$$ and $$$\sigma$$$ maps, respectively, of the same subject at 7T and 3T, for various choices of spin-echo time (TE). Note that much higher relaxation rates are observed at 7T than 3T, especially in GP; consequently these maps are compromised at 7T when using the longer TEs of 40 or 60 ms, since much of the signal in GP has decayed away at these times. However, with TE=24 ms at 7T, the $$$R_2$$$ values in GP stand out—a result that was seen consistently across subjects (Fig. 4). Fig. 5 shows plots of subject age versus $$$R_2$$$ and $$$\sigma$$$ in GP and putamen, along with curves of the form $$$y = a(1-e^{-bx})+c$$$ taken from the landmark Hallgren and Sourander[4] postmortem study of age ($$$x$$$) versus iron concentration ($$$y$$$) in various structures in the brain. We used their values of $$$a$$$, $$$b$$$ and $$$c$$$ for GP and putamen, but applied a vertical scaling factor to each curve to account for the difference between their measures of iron concentration (units of mg of iron per 100 g fresh weight) and our measures of relaxation rates (units of s-1). Both the $$$R_2$$$ and $$$\sigma$$$ plots are consistent with Hallgren and Sourander’s finding that iron in GP accumulates rapidly at an early age and then levels off, whereas iron in putamen accumulates more gradually with age.

Discussion

To the best of our knowledge, only one other study has investigated the use of GESFIDE/GESSE at 7T—a study that focused on transverse relaxation rates in cortical gray matter and white matter[6]. Our focus, in contrast, was on basal ganglia structures, which have much higher iron content and therefore require a very different consideration of acquisition parameters such as echo times in order to capture the more rapidly decaying signal.

The relative merits of reversible versus irreversible transverse relaxation rates as indicators of iron content have been vigorously debated[3,7,8]; however, with GESFIDE/GESSE, choosing between the two is unnecessary—maps of both rates, in perfect register, are readily available with a single acquisition. Furthermore, since irreversible relaxation is sensitive to field perturbations smaller than the diffusion length whereas reversible relaxation reflects inhomogeneities at a larger scale, the agreement we see between both rates and Hallgren and Sourander’s data (Fig. 5) suggests that iron deposition in these structures is likely to lead to field variations at multiple spatial scales. Comparing irreversible and reversible relaxation rates may therefore reveal information about the microscopic and mesoscopic distribution and concentration of iron in tissue.

Acknowledgements

Supported by NIH NIBIB K01-EB011498, P41-EB015896, and R01-EB019437, and the Athinoula A. Martinos Center for Biomedical Imaging.

References

[1] Ma J, Wehrli FW. Method for image-based measurement of the reversible and irreversible contribution to the transverse-relaxation rate. J Magn Reson B 1996; 111:61-69.

[2] Yablonskiy DA, Haacke EM. An MRI method for measuring T2 in the presence of static and RF magnetic field Inhomogeneities. Magn Reson Med 1997; 37:872-76.

[3] Haacke EM, Cheng NYC, House MJ, et al. Imaging iron stores in the brain using magnetic resonance imaging. Magn Reson Imaging 2005; 23:1-25.

[4] Hallgren B, Sourander P. The effect of age on the non-haemin iron in the human brain. J Neurochem 1958; 3:41-51.

[5] Mulkern RV, Balasubramanian M, Mitsouras D. On the Lorentzian versus Gaussian character of time-domain spin-echo signals from the brain as sampled by means of gradient-echoes: Implications for quantitative transverse relaxation studies. Magn Reson Med 2015; 74:51-62.

[6] Cox EF, Gowland PA. Simultaneous quantification of T2 and T2′ using a combined gradient echo-spin echo sequence at ultrahigh field. Magn Reson Med 2010; 64:1441-46.

[7] Ordidge RJ, Gorell JM, Deniau JC, et al. Assessment of relative brain iron concentrations using T2-weighted and T2*-weighted MRI at 3 Tesla. Magn Reson Med 1994; 32:335-41.

[8] Gelman N, Gorell JM, Barker PB, et al. MR imaging of human brain at 3.0 T: Preliminary report on transverse relaxation rates and relation to estimated iron content. Radiology 1999; 210:759-67.

Figures

Fig. 1. (a) First, (b) middle (TE=24 ms) and (c) last GESSE gradient echo (subject S01; 45-year-old male), with globus pallidus (green) and putamen (red) outlined. (d) The Gaussian model fits signal timecourses, shown for the blue voxel, better than the Lorentzian; the resulting (e) R2 and (f) σ maps.

Fig. 2. GESSE R2 maps for subject S02 (59-year-old male) at 7T (top row) and 3T (bottom row) for short (left column), medium (middle column) and long (right column) spin-echo times, along with outlines of globus pallidus (green) and putamen (red).

Fig. 3. GESSE σ maps for subject S02 (59-year-old male) at 7T (top row) and 3T (bottom row) for short (left column), medium (middle column) and long (right column) spin-echo times, along with outlines of globus pallidus (green) and putamen (red).

Fig. 4. GESSE R2 maps at 7T for subjects S03 to S11 (TE=24 ms), ordered by age (F81Y = 81-year-old female, M48Y = 48-year-old male, etc.), with globus pallidus (green) and putamen (red) outlined.

Fig. 5. Age versus GESSE (a) R2 and (b) σ in the globus pallidus (green dots) and putamen (red dots) for the 11 volunteers in this study (TE=24 ms). Also shown are age versus iron concentration curves from Hallgren and Sourander’s (1958) postmortem study, vertically scaled to fit our data.



Proc. Intl. Soc. Mag. Reson. Med. 24 (2016)
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