Participants
A total of 45 participants were enrolled in this study: 15 PD patients without RBD, 15 PD patients with RBD, and 15 age-matched healthy controls (Table 1). Some of the imaging, demographic, cognitive and psychological data from these participants have been reported previously (22, 23). Both PD patient groups met the criteria for the UK Parkinson Disease Society Brain Bank. All participants had no evidence of other neurological or psychiatric conditions or any other medical conditions that precluded them from the PET and MR imaging. The severity of PD motor symptoms was tested through the Hoehn and Yahr Scale and the United Parkinson Disease Rating Scale (UPDRS-III) while patients were on medication. Levodopa equivalent daily dose (LEDD) calculation for each patient has been previously described by Evans et al. (24). All participants were age-matched; and PD patients were matched for disease severity based on UPDRS-III score and LEDD.
Table 1
Demographic, behavioural, clinical and PET imaging characteristics of participants.
| HC | PD-RBD– | PD-RBD+ | p value |
N (M:F) | 15 (3:12) | 15 (8:7) | 15 (10:5) | 0.03 a |
Age [years] ± SD (range) | 67.1 ± 5.14 (58–79) | 70.7 ± 5.67 (60–80) | 68.1 ± 6.48 (56–80) | 0.23 |
BDI ± SD | 2.33 ± 1.29 | 3.00 ± 1.36 | 5.00 ± 4.32 | 0.03 |
MoCA ± SD | 27.6 ± 2.13 | 24.93 ± 2.93 | 23.87 ± 3.24 | 0.002 |
Disease Duration [years] ± SD | — — | 7.20 ± 4.49 | 6.76 ± 3.67 | 0.77 |
UPDRS-III ± SD | — — | 28.53 ± 17.18 | 23.87 ± 10.84 | 0.38 |
Hoehn and Yahr Score ± SD | — — | 2.20 ± 0.41 | 2.13 ± 0.39 | 0.68 |
LEDD [mg] ± SD | — — | 701.70 ± 522.04 | 723.45 ± 410.75 | 0.90 |
[11C]DTBZ dose [mCi] ± SD | 9.54 ± 0.87 | 9.33 ± 0.59 | 9.72 ± 0.45 | 0.29 |
[11C]DTBZ mass [µg] ± SD | 1.84 ± 1.78 | 1.28 ± 0.53 | 1.74 ± 1.31 | 0.48 |
[11C]DTBZ specific activity [mCi/µmol] ± SD | 2529.77 ± 1312.82 | 2658.75 ± 995.19 | 2319.78 ± 816.03 | 0.68 |
BDI, Beck Depression Inventory; LEDD, levodopa equivalent daily dose (calculated according to Evans et al. (24)); MoCA, Montreal Cognitive Assessment; UPDRS-III, Unified Parkinson’s Disease Rating Scale III. a Pearson Chi-Square |
PD patients were screened for RBD as part of their routine neurology clinic visits. This screening was done prior to any imaging data collection, including patients reported previously by our group (22, 23). Identification of probable RBD symptoms was completed through using the informant-based response to the first question on the Mayo Sleep Questionnaire: “Have you ever seen the patient appear to act out his/her dreams while sleeping.” Patients were classified as clinically probable RBD if the patients’ sleeping partner answered yes to this question (25). This singular question has been validated against polysomnography, with a sensitivity of 98% and specificity of 74%, in a multicenter prospective cohort study of healthy older adults and suspected neurodegenerative disease (25, 26).
In order to prepare for the PET scan, PD patients performed an overnight 12-hour withdrawal from anti-parkinsonian medication to minimize the effect of medication during the scans while maintaining patient comfort and functioning (27). To prevent excessive fatigue, the PET and structural MRI scans were completed on separate days. Montreal Cognitive Assessment (MoCA; 28) and Beck Depression Inventory (BDI; (29) were obtained on all participants to assess general cognitive capabilities and depression levels, respectively. All participants provided informed written consent prior to beginning study procedures which were approved by the research ethics committees for the Centre of Addictions and Mental Health and the University Health Network of the University of Toronto.
Imaging Acquisition
The preparation of the [11C]DTBZ radioligand was described previously (30). PET scans were collected using a three-dimensional (3D) high resolution research tomograph (HRRT) scanner (Siemens, Knoxville, TN). This equipment allows the measurement of radioactivity in 207 brain slices, with a thickness of 1.22 mm each (22). The detectors of the HRRT are a lutetium oxyorthosilicate/lutetium–yttrium oxyorthosilicate phoswich, with each crystal element measuring 2 × 2 × 10 mm3. To minimize head motion, a customized thermoplastic facemask was provided to each participant prior to the HRRT PET scan, and the facemask was secured through the head-fixation system (Tru-Scan Imaging, Annapolis). After securing participants within the PET scanner, a transmission scan was first completed using a single photon point source, 137Cs (t1/2 = 30.2 years, Eγ = 662 keV), which had a duration of 6 minutes and 9 seconds. This transmission scan was immediately followed by the acquisition of the emission scan to correct for attenuation (where frame durations were: 1 × background; 15 frames × 60 seconds; and 15 frames × 300 seconds). Subsequently, the [11C]DTBZ radioligand was injected as a bolus into an intravenous line placed in the antecubital vein. Emission data were collected in list mode for 60 minutes while subjects were at rest.
The emission list mode data were re-binned into a series of 3D sinograms. The 3D sinograms were gap filled, scatter corrected and Fourier re-binned into 2-dimensional (2D) sinograms. The images were reconstructed from the 2D sinograms using a 2D filtered-back projection algorithm. The reconstructed images had 256 × 256 × 207 cubic voxels that measured 1.22 × 1.22 × 1.22 mm3. The dynamic images were then reconstructed into 17 frames. The first frame was variable as it was dependent on the time between the start of acquisition and the introduction of the [11C]DTBZ radioligand in the tomograph field of view. The following frames were defined as: 1× ≥ 22 seconds, 4 × 60 seconds, 3 × 120 seconds, 8 × 300 seconds, and 1 × 600 seconds.
To provide anatomical reference for the parametric PET image analysis and to rule out structural lesions, a whole-brain T1-weighted MR image was acquired from each participant using GE Signa HD × MRI system (GE Discovery MR750 3T; T1-weighted images, fast spoiled gradient echo with repletion time = 6.7 milliseconds, echo time = 3.0 milliseconds, flip angle = 8 mm, slice thickness = 1 mm, number of excitations = 1, and matrix size = 256 × 192).
Imaging Analysis
Image preprocessing was completed using an in-house software, Regions of Mental Interest (ROMI; 31). This software was used to obtain the time activity curve (TAC) for the reference region—the occipital lobe—for all participants. ROMI used Statistical Parametric Mapping (SPM8, Welcome Department of Imaging Neuroscience, London, UK), where each participant’s MR image was used to nonlinearly transform a standardized brain template (International Consortium for Brain Mapping/Montreal Neurological Institute 152 MRI) with predefined regions of interests (ROIs). The individual ROI template underwent further refinement based on the gray matter probability of the segmented MRI. The refinement of each individual’s ROIs were then aligned and resliced using a normalized mutual information algorithm (32) to match the individuals PET scan. Subsequently, the TAC for the occipital lobe was obtained from the dynamic [11C]DTBZ PET image in the native space.
Upon the completion of the pre-registration procedure with ROMI, [11C]DTBZ PET parametric non-displaceable binding potential (BPND) maps were generated in the native PET space with simplified reference tissue model (33) using the occipital cortex TAC value as reference region (obtained through ROMI). This was completed using Receptor Parametric Mapping software (RPM; 34) within MATLAB R2015a (version 8.5.0.197613; MathWorks). Using SPM12 (version 7487) within MATLAB, the parametric BPND images were transformed into standardized stereotaxic space using each participants’ individual MRI. These normalized images were then smoothed with a Gaussian function at 8 mm full width half-maximum.
The ROIs we examined were caudate, putamen, internal globus pallidus, external globus pallidus, substantia nigra, and subthalamus. These ROIs were obtained from the WFU-PickAtlas toolbox (http://www.fmri.wfubmc.edu/cms/software). In addition, we examined associative striatum, motor striatum, and ventral striatum—which were delineated according to previously specified criteria (35). These ROIs were transformed into a parametric [11C]DTBZ PET BPND map, and the BPND values were extracted using MATLAB based REX toolbox (http://web.mit.edu/swg/software.htm). We used the BPND values obtained through REX for each ROI for statistical analysis.
Statistical analysis
Demographic characteristics were tested for differences between the three groups (i.e., healthy controls, PD patients without RBD, and PD patients with RBD) using ANOVA. Specifically, we performed ANOVA and Bonferroni post-hoc testing on age, MoCA score, BDI, UPDRS-III score, Hoehn and Yahr score, LEDD amount, quality and quantity of injected radioligand across all three participant groups. To assess for differences in sex proportions between groups, a chi-squared analysis was performed. Statistical outliers was investigated using the interquartile range method (36).
Mixed effects model was used to compare the extracted [11C]DTBZ BPND between the three groups for each ROI. The fixed factors within the model were group (i.e., healthy controls, PD patients without RBD, and PD patients with RBD) and side (i.e., left vs. right ROI); the participants was kept as the random factor. The model also co-varied for sex, MoCA and BDI score. Post hoc independent sample t tests were used to assess for differences between groups and were corrected for multiple comparisons using the Bonferroni method.
Multiple regression analyses were used to correlate [11C]DTBZ BPND within each ROI against clinical measures including UPDRS-III score, Hoehn and Yahr score, LEDD amount, and disease duration while factoring patient group condition (i.e., PD patients with and without RBD). This regression model included sex, MoCA and BDI as co-variates. All tests were completed using SPSS (version 21; Chicago, IL); and the alpha level was set to 0.05 as a cut-off to determine significance.