Abstract
Degeneration of noradrenergic neurons may underlie the disabling nonmotor symptoms in patients with Parkinson disease (PD). Quantification of the loss of noradrenergic neurons by means of neuroimaging has been limited by the lack of radioligands that are selective for noradrenergic neurotransmission. The radioligand (S,S)-11C-2-(α-(2-methoxyphenoxy)benzyl)morpholine (11C-MeNER) is a highly selective inhibitor of noradrenaline transporters, and PET studies suggest that this radioligand is suitable for quantitative neuroimaging of noradrenergic deficits in human brain in vivo. In the present investigation, we used PET with 11C-MeNER to map the density of noradrenaline transporters in groups of patients with PD and age-matched healthy controls. Methods: After administration of 11C-MeNER, 15 nondemented patients with PD and 10 healthy subjects underwent 90-min dynamic PET. We determined 11C-MeNER binding potential relative to nondisplaceable binding potential (BPND) by multilinear analysis, simplified reference tissue model 2, and multilinear reference tissue model 2. Results: Metabolism of 11C-MeNER did not differ between groups. The simplified reference tissue model 2 and the multilinear reference tissue model 2 were used to determine 11C-MeNER BPND. 11C-MeNER BPND was reduced in the PD group compared with the control subjects, with regionally significant declines in the thalamus and nucleus ruber. Tremor was associated with higher tracer binding in the PD group on multivariate regression analysis. Conclusion: To our knowledge, this was the first specific quantification of noradrenergic denervation in PD patients in vivo. In agreement with predictions from determinations in vitro, we discovered a decline of noradrenergic projections in vivo in brain of PD patients.
Noradrenergic deficits are implicated in the occurrence of nonmotor symptoms in Parkinson disease (PD) patients. The nonmotor symptoms include cognitive impairment, sleep disorders, autonomic dysfunction, and mood disorders (1). The postmortem appearance of characteristic Lewy bodies in the locus coeruleus (LC) coincides with extensive loss of its noradrenaline-producing neurons and the subsequent depletion of noradrenergic innervation of cortical and subcortical structures in patients with PD (2). Similarly, lesioning of noradrenergic neurons leads to loss of noradrenergic neurons in the LC, in parallel with loss of binding sites for noradrenaline transporters (3).
Here, we tested the claim that the density of noradrenaline transporters, as previously evaluated by postmortem autoradiography, may be a surrogate marker of the number of noradrenergic neurons in vivo (4). Previous attempts to quantify noradrenaline transporters in vivo were limited by the lack of suitable radioligands for quantitative PET. Recent clinical and preclinical studies suggest that the PET ligand (S,S)-11C-2-(α-(2-methoxyphenoxy)benzyl)morpholine (11C-MeNER), a derivate of reboxetine and a highly selective inhibitor of noradrenaline transporters, is suitable for quantification of noradrenaline transporters in vivo (5). Here, we used 11C-MeNER PET to map noradrenergic deficits in vivo in patients with PD compared with age-matched healthy control subjects.
MATERIALS AND METHODS
Subjects
The Ethics Committee of the Central Denmark Region approved the study. All subjects provided written informed consent before participation. Fifteen PD patients (11 men) and 10 healthy age- and sex-matched control subjects (6 men) were recruited. The exclusion criterion was dementia, as assessed by a threshold of 24 on the Mini Mental State Examination and significant symptoms of depression as indicated by a score of more than 9 on the 30-item geriatric depression scale, or established clinical depression and antidepressant treatment (6–8). All patients were recruited in collaboration with the Department of Neurology, Aarhus University Hospital, Denmark, and fulfilled the U.K. Parkinson Disease Society Brain Bank criteria for Parkinson disease (9). Motor function in patients was assessed using the Unified Parkinson Disease Rating Scale, part III (UPDRS-III), in the “off” state; patients with a score of 5 or more on item 20 were classified as tremor-positive. Levodopa-equivalent doses were calculated according to previously published conversions (10). Disease characteristics in patients are listed in Table 1. None of the control subjects had any neurologic disorders.
Radiochemistry
The synthesis of 11C-MeNER was described in detail previously (11). Briefly, cyclotron-produced 11C-carbon dioxide was converted to 11C-methyliodide using the GE Healthcare Tracerlab FXcPro system. 11C-methyliodide was trapped in the reactor, which contained a solution of dimethylformamide (300 μL; Sigma-Aldrich), sodium hydroxide (10 μL, 3 mol/L), and precursor (2S,3S)-N-Boc-norethylreboxetine (0.8 mg; ABX). After heating for 3 min at 90°C, hydrochloric acid (300 μL, 1 mol/L) was added to the reaction mixture to remove the Boc-protecting group (4 min at 90°C). The reaction mixture was cooled and neutralized with sodium hydroxide (600 μL, 0.5 mol/L) before purification by semipreparative high-performance liquid chromatography. The mobile phase, consisting of 35% ethanol in NaH2PO4 buffer (70 mmol/L), was delivered at a rate of 15 mL/min to a Phenomenex Synergi Fusion-RP 4μ (150 × 21.2 mm) column with online radio- and ultraviolet-detection (220 nm). The fraction containing (S,S)-11C-MeNER (retention time, 9 min) was collected, diluted with water (50 mL), and subsequently concentrated on a solid-phase extraction cartridge (Sep-Pak Plus, C18; Waters). The final product was eluted with 1 mL of ethanol and formulated with 9 mL of isotonic saline and then underwent sterile filtration (0.22 μm; Millex) into a sterile product vial. This procedure gave 1–2 GBq of (S,S)-11C-MeNER with radiochemical purity of more than 99% in a sterile formulation ready for injection. With regard to metabolites of (S,S)-11C-MeNER, the fraction of untransformed (S,S)-11C-MeNER was measured by high-performance liquid chromatography in extracts of plasma from arterial samples.
The specific activities of injected 11C-MeNER ranged between 3 and 211 MBq/μmol and did not significantly differ between PD patients and healthy controls (66.7 ± 56.1 vs. 37.7 ± 17.4 MBq/μmol, P = 0.238). Specific activity did not correlate with total distribution volume (VT) or nondisplaceable binding potential (BPND) estimates (assessed in each brain region and each group separately, as well as in the global sample; all P values > 0.05) and was therefore not included as a covariate in the mixed linear model calculation.
Image Acquisition
The 11C-MeNER PET protocol was similar to that previously described using the ECAT high-resolution tomograph (CTI/Siemens) (5,12). PD patients paused their dopaminergic medication overnight. A transmission scan was obtained, and 90-min dynamic PET sessions consisting of 27 frames of increasing duration were recorded in list mode on administration of a bolus of 11C-MeNER. Reconstruction was performed as previously described in detail (12). All subjects underwent T1-weighted anatomic MRI on another day.
PET Image Processing and Delineation of Volumes of Interest (VOIs)
We analyzed the PET images with the relevant toolboxes of PMOD (version 3.7). The motion correction realigned each frame to an average image of the first 10 frames, with manual adjustment of imprecise alignments. We used the maximum-probability atlas tool for normalization of PET images to the Montreal Neurological Institute space and assignment of VOIs, using the built-in Hammers N30R83 1-mm atlas. The assignment included rigid matching of the PET image to a subject’s personal MR image, segmentation of the MR image, and alignment of atlas VOIs according to brain segmentation. The regions defined in the atlas were merged into 3 larger VOIs: caudate, thalamus, and occipital cortex. Additionally, VOIs for the LC and the median raphe were drawn according to previously published locations (13,14). VOIs for the hypothalamus and the nucleus ruber were drawn according to their surrounding anatomic structures.
Image Analysis
We smoothed the images with a 4-mm gaussian filter and extracted time–activity curves from the VOIs for calculation of the VT using multilinear analysis (MA1) (15). Blood and plasma data were linearly interpolated, and metabolite correction was fitted with a Watabe function (16). 11C-MeNER BPND values were estimated from VT values calculated with MA1 and estimates derived by the simplified reference tissue model 2 (SRTM2) and multilinear reference tissue model 2 (MRTM2) methods (17,18). The caudate and occipital cortex were evaluated as reference regions for BPND calculation because both regions have low levels of noradrenaline transporters (19). The efflux rate constants of the reference regions, k2′, were calculated with a 1-tissue-compartment model, with metabolite-corrected arterial blood curves as input functions. Because k2′ estimates did not differ between patients and control subjects (caudate, 0.0330 ± 0.0112 min−1 in PD vs. 0.0317 ± 0.0105 min−1 in controls, P = 0.794; occipital cortex, 0.0393 ± 0.0122 min−1 in PD vs. 0.0375 ± 0.0118 min−1 in controls, P = 0.737), a population average was used for reference tissue model calculations (caudate, 0.0325 min−1; and occipital cortex, 0.0386 min−1). In patients for whom the blood sampling failed (n = 2), only the SRTM2 and MRTM2 models were calculated. Parametric maps of SRTM2 BPND were calculated from the smoothed and normalized PET images in the PXMOD toolbox.
Statistics and Data Analysis
We analyzed the data with the Statistical Package for the Social Sciences, version 21. Group data are presented as mean ± SD or as relative frequencies if not otherwise stated. Univariate correlation analysis was calculated with Pearson r, and multivariate analysis was calculated with multiple linear regression analysis. Differences between groups in demographic and radiotracer characteristics were evaluated with the Student t test or Mann–Whitney U test, as appropriate. For metabolite analysis between healthy controls and PD patients, we calculated a mixed model with group and time as fixed factors and time as a repeated measure in an antedependent covariance structure. For VOI-based PET analysis, a mixed model was calculated with group and region as fixed factors, age as a covariate, and subject identification number plus intercept as random factors; subject identification number and region were set as repeated measures with a compound symmetry covariance structure. Regionwise post hoc analyses were corrected with Bonferroni adjustment.
RESULTS
Metabolites of 11C-MeNER in Healthy Controls and Patients
Metabolism of 11C-MeNER did not differ between PD patients and healthy controls (P = 0.831 for group effect). On average, the fraction of unmetabolized 11C-MeNER was 90.8% ± 7.3% after 10 min, 75.9% ± 15.9% after 20 min, and 65.2% ± 18.9% after 90 min in arterial plasma (Fig. 1).
Reference Region for 11C-MeNER in PD
In agreement with the known distribution of noradrenaline transporters, the caudate exhibited the lowest VT estimate of all examined brain regions, and it did not differ between PD patients and healthy controls (2.641 ± 0.959 vs. 2.739 ± 1.089, 3.6% relative difference, P = 0.831; Fig. 2A). Mean VT values also were lower in the caudate nucleus than in the occipital cortex (2.679 ± 1.012 vs. 3.030 ± 0.995, P < 0.001). Estimates of 11C-MeNER BPND derived from the occipital cortex as a reference correlated well with BPND values with the caudate as a reference but were lower (r = 0.892, P < 0.001; Fig. 2B). Estimates of 11C-MeNER BPND derived from the MA1 model correlated with estimates derived from the SRTM2 model and with estimates from the MRTM2 model (r = 0.821, P < 0.001, R2 = 0.8, and r = 0.903, P < 0.001, R2 = 0.9, respectively; Figs. 2C and 2D) with caudate as a reference. The results for the 2 reference tissue models were highly comparable, with slightly higher estimates derived with the MRTM2 model (r = 0.907, P < 0.001, R2 = 0.9; Figs. 2E and 2F). With occipital cortex as a reference, the 11C-MeNER BPND estimates were also comparable to the MA1 and reference tissue approaches, but they were lower than with the caudate nucleus as a reference (Supplemental Fig. 1; supplemental materials are available at http://jnm.snmjournals.org).
Binding Potentials of 11C-MeNER in PD
Patients with PD had lower values of BPND for 11C-MeNER than healthy control subjects in all examined brain regions. The average reduction was 33.66% ± 12.06% (P = 0.008 for group effect) with SRTM2 and 28.33% ± 9.97% (P = 0.004 for group effect) with MRTM2, as shown in Figure 3 and listed in Table 2. Age was not a significant covariate (P = 0.329 and P = 0.529, respectively). Parametric maps of 11C-MeNER BPND are shown in Figure 4. The BPND values were even lower with occipital cortex as a reference region, and the differences between groups and regions were slightly less significant (P = 0.015 [SRTM2] and P = 0.006 [MRTM2] for group effect; Supplemental Fig. 2).
To test potential PD-related factors in 11C-MeNER binding, we included age, disease duration, Hoehn and Yahr stage, levodopa-equivalent doses, total UPDRS-III scores, and tremor occurrence in a multivariate linear regression analysis with thalamic BPND as a dependent factor. Tremor was associated with higher 11C-MeNER binding and was the only significant PD-related measure (β = 0.625, P = 0.023, R2 = 0.8, for SRTM2 and β = 0.649, P = 0.027, R2 = 0.7, for MRTM2).
DISCUSSION
Here, we report findings from the first—to our knowledge—11C-MeNER study of noradrenaline transporters in PD patients. The estimates of 11C-MeNER BPND were lower in the brains of PD patients than in healthy control subjects in structures with known dense noradrenergic projections (Fig. 2; Table 2). The finding of lower BPND values for 11C-MeNER agrees with previous findings in vitro and with observations of extensive LC involvement in PD pathology (20,21). In previous in vivo imaging studies, authors quantified the degree of noradrenergic depletion in patients with PD with nonselective PET ligands. Pavese et al. reported that the monoamine synthesis capacity in the dorsal midbrain declined at an annual rate of 8% in PD patients (22). Remy et al. used the tracer 11C-RTI-32, an inhibitor of catecholamine transporters, to reveal reduced binding of 11C-RTI-32 in limbic structures in depressed PD patients compared with nondepressed patients (23). The inhibitor 11C-RTI-32 has affinities similar to the dopamine and noradrenaline transporters, and 18F-FDOPA is subject to decarboxylation in all 3 monoaminergic neuron types (23,24). The radioligand 11C-MeNER, on the other hand, is subject to highly selective binding to noradrenaline transporters, with negligible affinity to dopamine and serotonin transporters (25). Postmortem autoradiography showed that 3H-MeNER binding is diminished in mice that lack noradrenaline transporters (26), and PET studies with 11C-MeNER showed that the binding to noradrenaline transporters can be displaced with both methylphenidate and atomoxetine, which further supports the applicability in clinical studies (5,25).
Thus, the current study is the first to specifically quantify deficient noradrenergic neurotransmission in vivo in PD patients. The finding of a decline of 11C-MeNER BPND in the examined brain regions of PD patients may result in altered noradrenergic neurotransmission in PD. Autoradiography with 3H-nisoxetine demonstrated an age-dependent decline of noradrenaline transporters (27), and Ding et al. reported the age-dependent decline of 11C-MeNER binding in 12 healthy controls, which may reflect a loss of noradrenergic neurons with aging (28). We controlled for the effect of age-dependent changes in 2 ways, first by matching the groups for age, and second by including age as a covariate in the analysis. We did not find a significant association between age and the 11C-MeNER BPND estimates in the present data, possibly because of a narrower age range and an older age on average of the subjects, as well as a slightly different choice of reference, compared with previous studies.
We found no associations between 11C-MeNER BPND estimates and disease severity in terms of disease duration, disease stage, or severity of motor symptoms. The lack of association between clinical indicators and 11C-MeNER BPND in part may reflect the pattern of disease progression in PD, in which LC neurons are likely to be affected in the early stages, even before the appearance of classic motor symptoms. Accordingly, German et al. found a correlation with disease duration and LC cell loss in Alzheimer disease but not in PD patients (29). However, tremor symptoms in PD patients were associated with a higher 11C-MeNER BPND in the thalamus than in patients without tremor. This finding may point to an influence of thalamic noradrenergic innervation in tremor genesis, with the thalamus held to be a generator in the PD tremor network (30,31). Moreover, PARK2 carriers, who develop a genetic variant of PD commonly accompanied by tremor symptoms, have more preserved noradrenergic neurons in the LC compared with dopaminergic neurons in the substantia nigra pars compacta (32). When compared with the akinetic-rigid subtype, PD patients with tremor-dominant disease exhibit a more benign course of disease with slower progression of motor and nonmotor symptoms, lower frequency of cognitive impairment, and better preserved noradrenergic neurons (31,33,34), not unlike the relatively mild disease progression in PARK2 carriers. However, because only a minor subset of patients (n = 5) had significant tremor symptoms, the current relation between 11C-MeNER BPND and tremor should be considered preliminary; further work with larger patient groups is needed.
Because noradrenergic deterioration encompasses the entire brain in PD, some technical issues of the present study are notable. We chose the caudate nucleus and occipital cortex as reference regions because they have low expression of noradrenaline transporters (26,27) and have shown negligible displacement of 11C-MeNER in drug challenge studies (35,36). In 3H-nisoxetine autoradiography, the caudate nucleus is devoid of binding, and low binding is evident in all cortical regions, in agreement with our findings of higher VT values in the occipital cortex than in the caudate nucleus and some binding of 11C-MeNER visible in the parametric maps of the occipital region. The caudate nucleus also exhibited the lowest VT value of all examined regions, with a negligible difference between the groups (3.6% relative difference). The resulting estimates of BPND were in the range of previously reported values obtained with the occipital cortex as a reference region, although subjects tended to be younger in previous studies, perhaps reflecting less influence of age-dependent factors in our analysis (5,28). The specific activities of 11C-MeNER ranged between 3 and 211 MBq/μmol; however, we could not find any influence on the VT or BPND estimates. This points to only a minor influence of the specific activity of 11C-MeNER on binding estimates, as the total injected dose of 11C-MeNER was kept below pharmacologic doses. We could not find significant differences between the use of the SRTM2 and the MRTM2 for group comparison. Therefore, we conclude that both models may be valid for estimating 11C-MeNER BPND in our subjects.
On average, the decrease of displaceable 11C-MeNER binding was nearly one third. This finding agrees with previous postmortem autoradiography studies on patients with Alzheimer disease—studies that found binding of 3H-nisoxetine to be reduced by 40%–50%. However, loss of biochemically detectable noradrenaline was considerably higher in previous postmortem studies (20,37). The differences in methodologies and different compensatory mechanisms for neurotransmitter levels versus noradrenaline transporters may explain the disparity in the quantification of the extent of noradrenergic degeneration between the different methods.
CONCLUSION
In agreement with previous in vitro studies, we now provide in vivo evidence that noradrenergic projections undergo degeneration in PD as quantified by means of 11C-MeNER PET. Longitudinal studies that relate loss of noradrenaline, as measured with 11C-MeNER PET, to the occurrence of nonmotor symptoms in PD patients are warranted.
DISCLOSURE
This project received financial support from the Lundbeck Foundation (grant 6970), the Danish Council for Independent Research, Medical Sciences (grant 0602-02700), the Aarhus University Research Foundation, the Danish Association of Parkinson’s disease (Parkinson-foreningen), the Swiss National Science Foundation (grant P2SKP3_161812), and the Hildegard Henssler-Stiftung. No other potential conflict of interest relevant to this article was reported.
Footnotes
Published online Aug. 28, 2017.
- © 2018 by the Society of Nuclear Medicine and Molecular Imaging.
REFERENCES
- Received for publication February 13, 2017.
- Accepted for publication July 18, 2017.