Pu-Yeh Wu1, Ying-Hua Chu1, Shang-Yueh Tsai2, Wen-Jui Kuo3, and Fa-Hsuan Lin1
1Institute of Biomedical Engineering, National Taiwan University, Taipei, Taiwan, 2Institute of Applied Physics, National Chengchi University, Taipei, Taiwan, 3Institute of Neuroscience, National Yang Ming University, Taipei, Taiwan
Synopsis
By using a dedicated 24-channel
coil array and tailored sequence, we achieved human temporal lobe functional
imaging with 1.5 mm isotropic resolution. Our coil array had two-fold SNR and
tSNR improvement in the temporal lobe compared to a 32-channel whole-head coil
array. Functional MRI showed more robust BOLD signals elicited by music stimuli
in the primary auditory cortex. Tonotopic mapping revealed the clearest
frequency progressions in the middle layer of auditory cortex gray matter,
which was consistent with the result acquired by electrophysiological
recordings on rodents.Purpose
Temporal
lobe is one of the four major lobes in mammal brain and has several important
functional regions, such as auditory cortex and fusiform face area.
Specifically, the auditory cortex has been subdivided into multiple
functionally specialized cortical fields 1, and reveals cortical
depth-dependent anatomical profiles 2. However, functional
characterization of the auditory cortex, such as the tonotopic structure, is
still under debate, mostly due to small sizes of auditory cortical fields 3.
By tailoring a 24-channel temporal lobe array
and pulse sequence, here we investigate the tonotopic mapping with high spatial
resolution (1.5 mm isotropic) at 3T. Using laminar analysis, we found that the
tonotopic maps change across laminar depths. The spatial distribution of
frequency tuning at the middle layer of the auditory cortex gray matter matches
the best to the result acquired by electrophysiological recordings on rodents 4.
Methods
A dense 24-channel surface coil array was designed and
tested on a 3T MR system (Skyra, Siemens). All loop coils with 5 cm diameter
were tuned to 123.25 MHz and connected to a low noise pre-amplifier integrated
with a mixer. An active detuning circuit was formed using a variable inductor
and a PIN diode. Coil loops were hexagonally arranged on the right-hand side of
the mechanical housing (Fortus 400mc, Stratasys) fitted to the shape of a human
head (Figure 1A). To mutually decouple between neighboring coils in the array,
coils were critically overlapped. The noise correlation matrix was estimated
using data acquired from a pulse sequence without RF excitation. SENSE g-factor
maps were calculated using a GRE pulse sequence (FoV: 178x178 mm, Resolution:
0.7x0.7x5 mm, TR: 462 ms, TE: 10 ms, Flip angle: 25
o, Sagittal). SNR
and time-domain SNR (tSNR) maps were calculated using an EPI pulse sequence
with GRAPPA acceleration (FoV: 192x192 mm, Resolution: 1.5 mm isotropic, TR:
3000 ms, TE: 30 ms, Flip angle: 90
o, R: 3, Sagittal). The same EPI
pulse sequence was used in the music and tonotopic mapping experiments, but a
delay of 5 s was included in each TR in the tonotopic mapping experiment. In
the music experiment, five “on” (music) and six “off” (silence) 30 s blocks
were presented alternatively. In the tonotopic mapping experiment, a run
consisting of five 5 s tone burst stimuli of different frequency (1/4, 1/2, 1,
2, 4 kHz) and one silence condition in a random order was repeated 20 times.
All fMRI data were analyzed using the General Linear Model. Tonotopic map and
laminar layer were analyzed using a previously published methods
5,6,
respectively.
Results
The Q
U/Q
L-ratio
of a single isolated coil element was 237/64 = 3.70. Figure 1B shows the noise correlation matrix,
which ranges between 0.4% and 56% with an average of 18%.
Figure 2 shows maps of the inverse of g-factor for one-dimensional
accelerations. Compared to a commercial 32-channel whole
head array, our 24-channel temporal lobe array provided overall lower
g-factors. Figures 3A and 3B show the SNR and tSNR
maps using the 32-ch whole-head array and our temporal
lobe array, respectively. Figure
3C shows the SNR vs. tSNR gain ratio maps. The results indicate that our coil array provides
two-fold SNR improvement in the temporal lobe. This improvement was also found
in tSNR maps as well. Figure 4A and 4B show that using the temporal lobe array,
we can observe more significant BOLD signal elicited by music stimuli in the
primary auditory cortex. Using the tone burst stimuli and a sparse EPI
acquisition shown in Figure 5A, we obtain tonotopic maps and observe two
mirror-symmetric frequency progressions (high-low-high) in the Heschl’s gyrus.
Further projecting the tonotopic maps onto the intermediate cortical surface
across five cortical depths, we observe the clearest frequency progressions in
the middle layer of auditory cortex gray matter (Figure 5B), which is
consistent with the result acquired by electrophysiological recordings on
rodents.
Discussion
The
dedicated 24-channel coil array leads to large gains in both SNR and tSNR at
temporal lobe for high-resolution functional images. This SNR and tSNR
advantage was traded-off for high spatial resolution in this study.
Specifically, not only a more robust hemodynamic response, but also different
tonotopic maps across the cortical layers were found in our study. Overall, we
show that our 24-channel temporal lobe array can be a useful tool in
high-resolution functional imaging for precisely delineating the functional
properties of temporal lobe. In the future, we may further develop this coil
array to cover bi-hemispheric temporal lobe by adding another 24 coils.
Acknowledgements
This study was supported by Ministry
of Science and Technology, Taiwan (MOST 104-2314-B-002-238, MOST
103-2628-B-002-002-MY3), National Health Research Institute, Taiwan
(NHRI-EX104-10247EI), and Ministry of Economic Affairs, Taiwan
(100-EC-17-A-19-S1-175).References
1. Woods DL, Herron
TJ, Cate AD, et al. Functional Properties of Human Auditory Cortical Fields. Front Syst Neurosci. 2010; 4:115.
2. De Martino F, Moerel M, Xu J, et al. High-Resolution
Mapping of Myeloarchitecture In Vivo: Localization of Auditory Areas in the
Human Brain. Cereb Cortex. 2014; 25(10):3394-3405.
3. Saenz M, Langers DR. Tonotopic
mapping of human auditory cortex. Hear Res. 2014;
307:42-52.
4. Guo W, Chambers AR, Darrow KN, et al. Robustness
of Cortical Topography across Fields, Laminae, Anesthetic States, and
Neurophysiological Signal Types. J Neurosci.
2012; 32(27):9159-9172.
5. Langers DR, van Dijk P, Greve DN, et al. Mapping
the Tonotopic Organization in Human Auditory Cortex with Minimally Salient
Acoustic Stimulation. Neuroimage. 2010;
52(4):1334-1346.
6. Polimeni JR, Fischl B, Taylor JJ, et al. Laminar analysis of 7 T BOLD using an imposed spatial
activation pattern in human V1. Cereb Cortex.
2012; 22(9):2024-2038.