Toshiharu Nakai1, Keiji Matsuda2, Sachiko Kiyama1, and Ichiro Takashima2
1NeuroImaging & Informatics, NCGG, Ohbu, Japan, 2Human Informatics Research Institute, AIST, Tsukuba, Japan
Synopsis
The status of the resting state performance was
evaluated by using pupil diameter monitoring during fMRI sessions. The
activation in the posterior cingulate was higher in the subjects who kept
constant pupil diameters than those with time decay, suggesting that attempts
to keep eyes open and fix them to the cross mark target may demand higher
consciousness level. In other resting state networks (RSNs), no significant
effect was confirmed suggesting that the RSNs are robust and not strongly
affected by the tension or eye closing for a short time. Introduction
Resting state
network (RSN), the low frequency spontaneous fluctuation of the BOLD signal [1],
has been of interest in neuroimaging for many purposes. RSNs have been
identified, which are associated with sensory, motor or other cognitive functions,
although they are not directly perceptible for us. Usually, the subjects are
instructed not to do anything and keep rest, however, the confirmation of keeping
rest, i.e. the behavioral data during the ‘rest performance’, mostly depended
on the self-reports by the subjects. In this study, we applied monitoring of autonomic
responses, the pupil diameter during RS measurement, to evaluate the RS of the
subjects. This method directly detects the status of an eye representing the
consciousness level. The relationship between pupil diameter or eye openness
and the RSN activity was investigated.
Materials & Methods
Thirty-one young
subjects (Age 20 – 36, 18 males) who gave written informed consent participated
in this study. The subjects performed RS fMRI measurements on a 3T MRI scanner.
They were instructed to fix their eyes to a cross mark attached on the internal
wall of the magnet’s bore and do nothing else during the session. A RS-fMRI
session continued for 7 minutes by using a T2* weighted gradient recalled echo
EPI sequence with the following parameters: TR 3000 ms, TE 30 ms, 39 axial
slices, 3 mm thick with distance factor of 25%, FOV 19.2 cm. The diameter of the
left pupil of a subject was recorded by using a CCD camera (CAM- LED-IR, MRC) with
near-infrared light source. The recorded video images (640x480, 30Hz) were
processed and the time courses of pupil diameters were extracted by using a software
tool designed for pupil dynamic analysis (PiPS, AIST). The functional images
were pre-processed and statistically analyzed by SPM12 (UCL) and the RSN
activity was extracted by GIFT4.0 for a group ICA analysis (UNM). Shirer’s
template [2] was used to assign the components. The final contrast maps were
obtained by a 2x2 factorial design of the two factors, pupil diameter and
eye-openness.
Results
The time courses of the pupil diameter were
classified into two groups, constant type (17 subjects, Fig.1A) and decay type
(15, Fig1B) depending on the gradient of regression line. The maximum decay at
the end of measurements was 40% compared with the diameter at the beginning. No
subject presented increasing of pupil diameter. The eye openness was evaluated
by the number of 0 value, which mostly represented errors to detect the pupil
edge due to eye closing including blinking or miss-registration of the pupil
edge. Twenty-two subjects were classified into stable eye-open and the other 10
into frequent close by eye-openness ratio (EOR). Twenty-five components were
extracted and the 14 components defined by Shirer’s template were determined by
multiple regression. With a higher threshold (FWE, p<0.05), no significant
difference of the main effect, interaction and positive effects was detected among
the 4 classes in all the 25 components. With compromised threshold (p<0.01,
uncorrected), differential contrast was obtained at posterior cingulate of the
ventral default mode network (DMN). The differential peak coordinate of
[constant – decay] was [-2 -50 48] (p < 0.001, T = 3.97) (Fig.2A) in eye
open group and that of [decay – constant] was [2 -56 56] (p < 0.001, T =
3.49) in frequent eye-close group (Fig.2B). These two clusters did not overlap
each other, although they were very closely located.
Discussion
It was confirmed that the pupil diameters of 47% of
the subjects who could keep their eyes open during the RS-fMRI session attenuated
during the first 3 minutes, suggesting that these subjects were tensioned in
the beginning and then relaxed. No significant effect of pupil diameter
stability or eye openness on RNS activation with conservative threshold
indicated that the RSNs are robust and not strongly affected by tension or eye
closing for short time. Since DMN, especially the posterior cingulate gyrus is
associated with consciousness [3], less activation of this area in decay type
may suggest that the subjects of constant type kept higher tension until the
end of the session, rather than they are relaxed from the beginning. Considering
that the extent of subjects’ tension may change in the first 3 minus, measurements
longer than 5 minutes or preliminary relaxation time before starting scanning may
represent RS with less intension to keep eyes open or keep RS, although such ‘resting
task’ does not give significant biases to the RSNs except to the DMN.
Acknowledgements
This study was supported by the Japan Society for
Grants-in-Aid for Scientific Research, KAKENHI #24300186
and #15H03104.References
[1] Biswal, Magn Reson Med 34, 537-, 1995
[2] Shirer, Cereb Cortex 22, 158-, 2012
[3] Crone, NeuroImage 110, 101-, 2015