Design
A comparative functional MRI experiment with repeated measurements.
Time and setting
This study was performed at functional MRI room, Medical Center, Yeungnam University, Republic of Korea, from June to August 2012.
Subjects
Twenty healthy volunteers participated in this study by recruitment notice using the following inclusive criteria: (1) right-handed as confirmed by the modified Edinburg Handedness Inventory[33]; (2) no previous history of neurological or psychiatric illness; (3) no previous participation in experiments regarding motor sequencing learning with serial reaction time tasks. All subjects were randomly divided into training (6 males, mean age: 24.7 ± 2.4 years) or control groups (6 males, mean age: 24.9 ± 2.6 years). To control the known effects of the serial reaction time task, age and sex were matched in the two groups (P > 0.05). The subjects understood the purpose of this study and provided written informed consent prior to participation of this study, in accordance with the ethical standards of the Declaration of Helsinki [34].
Methods
Motor task paradigm and training procedure
Subjects were seated in a comfortable chair and placed 50 cm in front of a 17-inch monitor. The square-shaped response buttons were arranged horizontally on a response box connected to a computer. The motor task paradigm was designed using SuperLab Pro 4.0 software (Cedrus Co., San Pedro, CA, USA). Each button was labeled with a number representing the finger of the left hand to be used (1, 2, 3, and 4 represented the index, middle, ring, and little fingers, respectively). Motor sequence was composed of a combination of 1, 2, 3, and 4, which were randomly presented on the center of the computer monitor, with equal probabilities of 20%. A total of 200 stimuli per session were provided, and there were 50 trials for each number. When one of the numbers was presented on the screen, the subject was instructed to press the corresponding response button as accurately and quickly as possible using the dominant (right) hand. Stimuli were presented for a period of 1 000 ms, and the interval time between each stimulus was 500 ms for preparation of the next stimuli. Finally, one training session lasting 8 minutes consisted a 5-minute run phase and a 3-minute resting phase. The non-dominant left hand in the training group performed five repetitions of each training session for 40 minutes per day. The training group received 5 days of motor training per week for 2 consecutive weeks, whereas the control group did not receive any training. Figure 2 indicates the motor task and the functional MRI paradigm in the total experimental procedure.
Behavioral and functional MRI measurements during the pre- and post-training
Functional MRI scanning was performed on all participants in a supine position. The head, trunk, and arms were restrained to prevent motion artifacts during functional MRI experiments. The serial reaction time task for functional MRI scanning was presented by SuperLab Pro 4.0 software. Through a tilted mirror on the head coil of the MRI equipment, a rear-projection screen outside of the scanner was visible to the participants. According to the visual stimulation presented on the screen, participants pressed the buttons (LU440-LINE, Cedrus Co.), which were arranged horizontally on a response box connected to a computer. For the functional MRI paradigm, the activation paradigm was designed as four repeating blocks, which consisted of the serial reaction time task phase and the resting phase (each for 63 seconds). A ready period of 3 seconds was provided to allow the participants to prepare for task performance. Finally, to test region-specific condition effects for each of the phases, we subtracted the four resting phases from the four serial reaction time task phases.
To measure the changes in motor response and cortical activation pattern according to the cross-training effect, functional MRI scanning was performed twice during pre- and post-training, while the subjects performed the serial reaction time task with their dominant right hand using the same paradigm of the training procedure. The examiner continuously monitored the situation of the task performance through a video camera outside of the functional MRI scanner. Before performance of the serial reaction time task, all subjects took a practice block for accommodation with the task and the experimental procedure. In the behavioral function of the reaction time at the two tests, response time and percentile of correct response were measured using SuperLab Pro 4.0 software.
Functional MRI analysis
The blood oxygenation level-dependent functional MRI measurement, which employs the echo planar imaging technique, was performed using a 1.5-T Philips Gyroscan Intera scanner (Hoffman-LaRoche, Ltd., Best, The Netherlands) with a standard head coil. Foam padding was used to secure and limit the head motion of each participant within the coil. Twenty-eight slices were acquired using a single shot echo planar imaging sequence (time of repetition/echo time = 3 000/50 ms, flip angle 70?, field of view 210 mm, matrix 64 × 64, slice thickness 5 mm), and each functional run consisted of 85 images (including 5 dummies). Repetitive alternating phases of control and stimulation with serial reaction time task were performed as the stimulation task. Each “control and stimulation” task was repeated four times.
SPM8 software (Wellcome Department of Cognitive Neurology, London, UK) was used for analysis of all functional images. A slice timing correction and motion realignment were used for preprocessing of all images. Next, for multiple-subject comparisons, we performed spatial normalization to the Montreal Neurological Institute echo planar imaging template supplied with SPM8 software, and smoothing with an 8 mm the full width at half maximum Gaussian kernel. Differences in brain activation between the training and control groups were compared by a random effect group analysis (corrected P < 0.001). Quantitative comparisons between the training and control groups were obtained in terms of the changes of blood oxygenation level-dependent signal in selected regions of interest, focusing on the hand area of the primary sensorimotor area, premotor area, supplementary motor area, posterior parietal lobes, and cerebellum. For blood oxygenation level-dependent signal analysis, spherical volumes of interest (5 mm radius) were defined using the Talairach coordinates of the highest t values in the regions of interest of individual data. Averaged map changes of blood oxygenation level-dependent signal intensities by group analysis were extracted for each volume of interest using the differences of signal changes between the activation and recall conditions of each functional MRI experiment.
Statistical analysis
An independent t-test was used for the comparison of differences between the training and control groups in terms of the baseline data for response time, percentile of correct response, and age. All data were evaluated through separate univariate analyses of variance, using two-way repeated measures analysis of variance (groups: training group, control group) × 2 (test sessions: pre-training, post-training) on the two dependent variables of response time and correct response. PASW 18.0 (SPSS, Chicago, IL, USA) was used for all statistical analyses. P < 0.05 was considered statistically significant.
Funding: This study was supported by the Yeungnam College of Science & Technology Research Grants in 2012.
Author contributions: Yong Hyun Kwon and Ji Won Park designed this study and wrote the paper. Jung Won Kwon acquired and analyzed experimental data. All authors approved the final version of the paper.
Conflicts of interest: None declared.
Ethical approval: The study protocol was approved by the Ethics Committee, Institutional Review Board of Yeungnam University Hospital, Republic of Korea.
Author statements: The manuscript is original, has not been submitted to or is not under consideration by another publication, has not been previously published in any language or any form, including electronic, and contains no disclosure of confidential information or authorship/patent application/funding source disputations.