Contributions of PET and SPECT to the understanding of the pathophysiology of Parkinson's disease.

Positron emission tomography (PET) and single photon emission computed tomography (SPECT) provide the means to studying in vivo the neurochemical, hemodynamic or metabolic consequences of the degeneration of the nigrostriatal dopaminergic system in Parkinson's disease (PD). The extent of striatal dopaminergic denervation can be quantified with radiotracers as [18F]FDopa for PET and [123I]tropanes for SPECT. There are other radiotracers such as [11C]Dopa and meta-tyrosines as well as PET tracers for uptake sites. Striatal uptake of [18F]FDopa and [123I]tropanes is markedly decreased in PD, more in the putamen than in the caudate nucleus, and inversely correlates with the severity of motor signs and with duration of disease. PET and SPECT make possible the assessment by noninvasive means of the changes in dopamine receptor density, the effect of neuronal transplants or neuroprotective treatments in PD patients, or the nigrostriatal dopaminergic function in at-risk subjects. Activation studies using cerebral blood flow and metabolism measurements during a motor task reveal an impaired ability to activate the supplementary motor area and dorsolateral prefrontal cortex in PD. This functional disability is reversed by the use of dopaminergic medication or by surgical treatment by pallidotomy or deep brain stimulation. The differential diagnosis between PD and multiple system atrophy, progressive supranuclear palsy or corticobasal degeneration is not yet clearly established by PET and SPECT, even though these syndromes have some particular neurochemical and metabolic profiles. On the other hand, PET and SPECT are useful for distinguishing PD from Dopa-responsive dystonia, or for assessing the integrity of the nigrostriatal dopaminergic pathway in atypical cases of postural tremor or iatrogenic parkinsonian syndromes.     

A longitudinal study of motor performance and striatal [18F]fluorodopa uptake in Parkinson��s disease

Although [(18)F]fluoro-L: -dopa [FDOPA] positron emission tomography (PET) has been used as a surrogate outcome measure in Parkinson's disease therapeutic trials, this biomarker has not been proven to reflect clinical status longitudinally. We completed a retrospective analysis of relationships between computerized sampling of motor performance, FDOPA PET, and clinical outcome scales, repeated over 4?years, in 26 Parkinson's disease (PD) patients and 11 healthy controls. Mixed effects analyses showed that movement time and tongue strength best differentiated PD from control subjects. In the treated PD cohort, motor performance measures changed gradually in contrast to a steady decline in striatal FDOPA uptake. Prolonged reaction and movement time were related to lower caudate nucleus FDOPA uptake, and abnormalities in hand fine force control were related to mean striatal FDOPA uptake. These findings provide evidence that regional loss of nigrostriatal inputs to frontostriatal networks affects specific aspects of motor function.     

Assessment of neuroimaging techniques as biomarkers of the progression of Parkinson's disease

A major goal of research in Parkinson's disease (PD) has been the development of treatments to slow the progressive degeneration of the nigrostriatal dopaminergic system and to reduce the functional decline of patients. Because of the uncertainty in the ability of the clinical evaluation to reflect the status of the nigrostriatal dopaminergic system once dopaminergic therapy has commenced, investigators in PD have sought to develop alternative measures of disease. One approach, which has been extensively explored, is neuroimaging with radiotracers that interact with processes central to dopaminergic neurotransmission in the nigrostriatal dopaminergic axons-conversion of levodopa to dopamine through aromatic amino acid decarboxylase (AADC), [(18)F]fluorodopa PET, storage of dopamine in synaptic vesicles via the vesicular monoamine transporter 2 (VMAT2), (+)-[(11)C]dihydrotetrabenazine PET, and reuptake of dopamine into axons via the dopamine transporter (DAT), [(123)I]beta-CIT SPECT, and a number of other PET and SPECT ligands. During the 54(th) Annual Meeting of the American Academy of Neurology, a group of investigators active in the fields of biomakers, neuroimaging, and neuroprotection met to review the three techniques mentioned above. Prior to the meeting, the participants developed consensus on a set of 10 criteria for a neuroimaging technique to be considered adequate as a biomarker for progression of PD and levels at which the available data for each technique indicate that the criterion was met. The criteria and each of the three imaging techniques mentioned above were reviewed, and the results of that meeting are presented.     

High Affinity Radiopharmaceuticals Based Upon Lansoprazole for PET Imaging of Aggregated Tau in Alzheimer’s Disease and Progressive Supranuclear Palsy: Synthesis,Preclinical Evaluation, and Lead Selection

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123I]beta-CIT SPECT imaging assessment of the rate of Parkinson's disease progression.

BACKGROUND: [123I]beta-CIT and SPECT imaging of the dopamine transporter is a sensitive biomarker of PD onset and severity. OBJECTIVE: In this study, the authors examine the change in [123I]beta-CIT uptake in sequential SPECT scans to assess the rate of progression of the dopaminergic terminal loss in patients with PD. METHODS: Patients with PD (n = 32) and healthy controls (n = 24) recruited from the Yale Movement Disorders Center underwent repeat [123I]beta-CIT SPECT imaging during a 1- to 4-year period. The primary imaging outcome was the ratio of specific to nondisplaceable striatal activity. Disease severity was assessed by Hoehn and Yahr staging, and Unified Parkinson Disease Rating Scale after 12 hours off drug. RESULTS: Sequential SPECT scans in PD subjects demonstrated a decline in [123I]beta-CIT striatal uptake of approximately 11.2%/year from the baseline scan, compared with 0.8%/year in the healthy controls (p < 0.001). Although [123I]beta-CIT striatal uptake in the PD subjects was correlated with clinical severity, the annual percentage loss of [123I]beta-CIT striatal uptake did not correlate with the annual loss in measures of clinical function. CONCLUSIONS:- The rate of dopaminergic loss in PD is significantly greater than that of healthy controls, and [123I]beta-CIT SPECT imaging provides a quantitative biomarker for the progressive nigrostriatal dopaminergic degeneration in PD. As new protective and restorative therapies for PD are developed, dopamine transporter imaging offers the potential to provide an objective endpoint for these therapeutic trials.     

Autonomic dysfunction in PD: a window to early detection?

It has been suggested that autonomic dysfunction constitutes a biomarker for early detection of the disease process in Parkinson disease (PD). Recent findings based on cardiac sympathetic and striatal dopaminergic imaging in the same patients indicate that this view is overly simple. Although evidence of cardiac sympathetic denervation is associated with other non-motor manifestations such as anosmia, REM behavior disorder, dementia, baroreflex failure, and orthostatic hypotension (OH), across individual patients the severities of OH and of the cardiac sympathetic lesion (indicated by thoracic 6-[(18)F]fluorodopamine PET scanning) are unrelated to the severity of the putamen dopaminergic lesion (indicated by brain 6-[(18)F]fluorodopa PET scanning). Moreover, whereas cases have been reported with neuroimaging evidence of cardiac sympathetic denervation several years before motor onset of PD, in other cases loss of cardiac sympathetic innervation progresses approximately concurrently with the movement disorder or can even occur as a late finding. Bases for independent sympathetic noradrenergic and striatal dopaminergic lesions in Lewy body diseases remain poorly understood. In elderly patients with unexplained OH or other evidence of autonomic failure, it is reasonable for clinicians to look for subtle signs of parkinsonism, such as masked facies, cogwheel rigidity, and shuffling gate.     

α-Synuclein Radiotracer Development and In Vivo Imaging: Recent Advancements and New Perspectives

α-Synucleinopathies including idiopathic Parkinson's disease, dementia with Lewy bodies and multiple systems atrophy share overlapping symptoms and pathological hallmarks. Selective neurodegeneration and Lewy pathology are the main hallmarks of α-synucleinopathies. Currently, there is no imaging biomarker suitable for a definitive early diagnosis of α-synucleinopathies. Although dopaminergic deficits detected with single-photon emission computed tomography (SPECT) and positron emission tomography (PET) radiotracers can support clinical diagnosis by confirming the presence of dopaminergic neurodegeneration, dopaminergic imaging cannot visualize the preceding disease process, nor distinguish α-synucleinopathies from tauopathies with dopaminergic neurodegeneration, especially at early symptomatic disease stage when clinical presentation is often overlapping. Aggregated α-synuclein (αSyn) could be a suitable imaging biomarker in α-synucleinopathies, because αSyn aggregation and therefore, Lewy pathology is evidently an early driver of α-synucleinopathies pathogenesis. Additionally, several antibodies and small molecule compounds targeting aggregated αSyn are in development for therapy. However, there is no way to directly measure if or how much they lower the levels of aggregated αSyn in the brain. There is clearly a paramount diagnostic and therapeutic unmet medical need. To date, aggregated αSyn and Lewy pathology inclusion bodies cannot be assessed ante-mortem with SPECT or PET imaging because of the suboptimal binding characteristics and/or physicochemical properties of current radiotracers. The aim of this narrative review is to highlight the suitability of aggregated αSyn as an imaging biomarker in α-synucleinopathies, the current limitations with and lessons learned from αSyn radiotracer development, and finally to propose antibody-based ligands for imaging αSyn aggregates as a complementary tool rather than an alternative to small molecule ligands. © 2022 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson Movement Disorder Society.     

SPECT and PET imaging of the dopaminergic system in Parkinson's disease

This paper gives an overview of the clinical importance of SPECT and PET imaging of the dopaminergic system in the differential diagnosis and for the determination of the progression rate of Parkinson's disease (PD). D2 receptor imaging can help to differentiate multiple system atrophy (MSA) and progressive supranuclear palsy (PSP) from PD. In patients treated with neuroleptics it is possible to determine the rate of striatal D2 receptor blockade using this technique. This occupancy rate parallels the occurrence of parkinsonian side effects. Its measurement helps in the selection of newer atypical neuroleptics, which can be used to treat drug-induced psychosis in PD because they do not aggravate parkinsonian symptoms. Imaging of dopaminergic neurons with [123I]beta-CIT SPECT or [18F]DOPA PET is a way to visualize and quantify the nigrostriatal dopaminergic lesion in PD. Findings correlate with clinical rating scales and demonstrate the feasibility of detecting the preclinical lesion in patients with hemiparkinson or familial PD. [123I]beta-CIT SPECT can easily distinguish patients with essential tremor and patients with "lower body parkinsonism" due to a subcortical vascular encephalopathy. MSA and PSP cannot be separated from PD with this method alone. Longitudinal studies with [123I]beta-CIT SPECT and [18F]DOPA PET can quantify the progression rate in PD. SPECT results from our own group show a low rate of progression in patients with a long duration of disease and a more marked progression rate in patients with shorter disease duration. In the former group regions in the striatum with higher beta-CIT binding at the time of the first SPECT scan decline faster than regions with lower binding. These findings suggest a curvilinear course of progression which starts at different time points in different striatal regions and which levels off after several years of disease duration. These findings are in line with data from PET studies and underline the importance of an early start of neuroprotective strategies. Preliminary data from PET and SPECT studies in early PD suggest that dopamine agonists might have a slight neuroprotective effect and might slow down the rate of progression of the disease.     

Clinical trial end points: on the road to nowhere?

Over the past decade, there have been an increasing number of therapeutic clinical trials of PD. Despite many of these trials showing a positive treatment effect, few have resulted in clear and unambiguous recommendations regarding clinical practice, unlike trials of cerebrovascular disease. The authors hypothesize that lingering therapeutic uncertainty exists because many of the clinical trial end points have been surrogate outcome measures rather than end points with clear and convincing value to patients. The theoretical advantage of using validated surrogate outcomes in definitive trials includes smaller, faster, and less expensive studies. Consequences of using surrogate outcomes that have not been validated include ambiguous evidence and wasted resources as well as patient harm and missed opportunities. To optimize the chance that future trial results will provide clear treatment verdicts and to take full advantage of exciting developments in biomarker technology such as SPECT and PET, it is becoming progressively more urgent to understand the proper role, use, and challenges of using surrogate outcome measures in PD therapeutics.     

Regional metabolic changes in parkinsonian patients with normal dopaminergic imaging.

Dopaminergic imaging has been found to be normal in approximately 15% of parkinsonian patients enrolled in neuroprotective trials. We used (18)F-fluorodeoxyglucose positron emission tomography (FDG PET) to determine the metabolic basis for this finding. We reviewed scans from 185 patients with clinical signs of Parkinson's disease (PD) who underwent (18)F-fluorodopa PET imaging for diagnostic confirmation. Of this group, 27 patients (14.6%) had quantitatively normal scans; 8 of these patients were additionally scanned with FDG PET. Pattern analysis was performed on an individual scan basis to determine whether the metabolic changes were consistent with classic PD. Computer-assisted single-case assessments of the FDG PET scans of these 8 patients did not disclose patterns of regional metabolic change compatible with classical PD or an atypical parkinsonian variant. Similarly, network quantification revealed that PD-related pattern expression was not elevated in these patients as it was in an age- and duration-matched cohort with classical PD (P < 0.0001). None of these patients developed clinical signs of classical PD or of an atypical parkinsonian syndrome at a follow-up visit conducted 3 years after imaging. The results suggest that parkinsonian subjects with normal dopaminergic imaging do not have evidence of classical PD or an atypical parkinsonian syndrome.     

PET studies in Parkinson's disease motor and cognitive dysfunction

Positron emission tomography (PET) has led to significant advances in the knowledge of the neurobiology and pathophysiology of Parkinson's disease (PD) and has also greatly contributed to the understanding of potential mechanisms involved in the development of treatment-induced complications. Initially, PET was mostly used to assess in vivo the severity of the nigrostriatal dopaminergic dysfunction and the resulting motor symptomatology in PD. It has been demonstrated that PET measurements of putaminal dopaminergic function, as measured by [(18)F]-Fluorodopa uptake, correlate well with stages of disease and symptom severity in PD patients, particularly with bradykinesia and rigidity. Analysis of metabolic changes across the brain has identified specific brain networks associated with the main motor features of the disease, including bradykinesia and tremor. In more recent years, the growing availability of new imaging radiotracers for monoaminergic and cholinergic neurons has enabled the evaluation of the non-dopaminergic brain pathways that are likely to be involved in the pathophysiology of non motor symptoms of PD, including depression, fatigue, sleep disorders, and cognitive impairment. Finally, β-amyloid imaging agents have been used to assess the influence of coexistent cortical Alzheimer pathology in PD. This review summarizes the findings from PET studies that have investigated pathophysiology and treatment of motor dysfunction and cognitive impairment in PD.     

A dual‐tracer study of extrastriatal 6‐[18F]fluoro‐m‐tyrosine and 6‐[18F]‐fluoro‐l‐dopa Uptake in Parkinson's disease

6‐[¹⁸F]‐Fluoro‐l ‐dopa (FDOPA) has been widely used as a biomarker for catecholamine synthesis, storage, and metabolism—its intense uptake in the striatum, and fainter uptake in other brain regions, is correlated with the symptoms and pathophysiology of Parkinson's disease (PD). 6‐[¹⁸F]fluoro‐m‐tyrosine (FMT), which also targets l ‐amino acid decarboxylase, has potential advantages over FDOPA as a radiotracer because it does not form catechol‐O‐methyltransferase (COMT) metabolites. The purpose of the present study was to compare the regional distribution of these radiotracers in the brains of PD patients. Fifteen Parkinson's patients were studied with FMT and FDOPA positron emission tomography (PET) as well as high‐resolution structural magnetic resonance imaging (MRI). MRI's were automatically parcellated into neuroanatomical regions of interest (ROIs) in Freesurfer ( http://surfer.nmr.mgh.harvard.edu ); region‐specific uptake rate constants (K_occ) were generated from coregistered PET using a Patlak graphical approach. The essential findings were as follows: (1) regional K_occ were highly correlated between the radiotracers and in agreement with a previous FDOPA studies that used different ROI selection techniques; (2) FMT K_occ were higher in extrastriatal regions of relatively large uptake such as amygdala, pallidum, brainstem, hippocampus, entorhinal cortex, and thalamus, whereas cortical K_occ were similar between radiotracers; (3) while subcortical uptake of both radiotracers was related to disease duration and severity, cortical uptake was not. These results suggest that FMT may have advantages for examining pathologic changes within allocortical loop structures, which may contribute to cognitive and emotional symptoms of PD. Synapse 68:325–331, 2014 . © 2014 Wiley Periodicals, Inc.     

Positron emission tomography and single-photon emission computed tomography in central nervous system drug development

In this review, the value of functional imaging [positron emission tomography (PET)/single-photon emission computed tomography (SPECT)] in drug development is considered. Radionuclide imaging can help establish the diagnosis of neurodegenerative disorders where this is in doubt and provides a potential biomarker for following drug effects on disease progression. PET and SPECT can help understand mechanisms of disease and determine the functional effects of therapeutic approaches on neurotransmission and metabolism. Synthesizing radiotracer analogs of novel drugs can provide proof of principle that these agents reach their enzyme or receptor targets and delineate their regional brain distribution. If such radiotracers do not prove to have ideal properties for imaging, the concept of microdosing potentially allows multiple other drug analogs to be tested with less stringent regulatory requirements than for novel medicinals. Finally, PET tracers can provide receptor and enzyme active site dose occupancy profiles, thereby guiding dosage selection for phase 1 and phase 2 trials. The eventual hope is that radiotracer imaging will provide a surrogate marker for drug efficacy, although this has yet to be realized, and progress the concept of personalized medicine where receptor/enzyme binding profiles help predict therapeutic outcome.     

Monitoring neuroprotection and restorative therapies in Parkinson's disease with PET

In this article the role of functional imaging (PET and SPECT) as a surrogate marker for following the progression of Parkinson's disease (PD) is discussed. The potential value of PET and SPECT for assessing the efficacy of putative neuroprotective agents in PD is considered and a review of 18F-dopa PET findings in transplantation trials involving implantation of human and procine fetal mesencephalic tissue is presented. It is concluded that functional imaging provides a valuable adjunct to clinical assessment when judging the efficacy of neuroprotective and restorative approaches to PD.     

Change in MRI striatal volumes as a biomarker in preclinical Huntington's disease

This article discusses the need for biomarkers and surrogate endpoints for future clinical trials in individuals at risk for Huntington's disease. Definitions and criteria are presented for biomarkers and surrogate endpoints, and data are presented suggesting that striatal volumes, as measured on MRI scans, meet the criteria for a biomarker. Biomarkers can be used in lieu of clinical endpoints in treatment trials if there is evidence that treatment affects the biomarker in a way that is predictive of endpoint status. Because there are currently no effective treatments for Huntington's disease, it is not yet possible to validate whether change in MRI striatal volumes can serve as an effective surrogate endpoint. It is recommended that future clinical trials be designed using MRI striatal volumes to "screen" potential treatments. Those treatments that reduce the rate of striatal atrophy can then be tested with delay of symptom onset as the clinical endpoint. This strategy is essential if efficient and cost-effective clinical trials are to be conducted in the preclinical stage of Huntington's disease.     

Prospective study of presynaptic dopaminergic imaging in patients with mild parkinsonism and tremor disorders: part 1. Baseline and 3-month observations.

To record prospectively, from early presentation, the clinical features of parkinsonism and tremor disorders, in relation to evidence of dopaminergic deficit shown with [(123)I]-FP-CIT (DaTSCAN, Amersham Health) single photon emission computerised tomography (SPECT). Clinical signs were recorded in 62 patients, of whom 24 failed standard Parkinson's disease (PD) and essential tremor criteria, and 38 fulfilled UK Brain Bank step 1 PD criteria. Striatal radioligand uptake was graded visually as normal or abnormal, and specific:nonspecific ratios were calculated. Bradykinesia and rigidity showed significant overall association with abnormal scans (P < or = 0.003), but rest tremor did not (P = NS). In the 24 patients not fulfilling specific criteria (mean age 63 [SD 9] years, disease duration 3 [SD 4] years), 10 (42%) had abnormal visual SPECT assessment and 14 (58%) had normal scans. Of 38 patients with early PD by clinical criteria (mean age 60 [SD 9] years, disease duration 3 [SD 1.7] years), 33 (87%) were visually abnormal. Baseline clinical diagnosis corresponded with SPECT imaging results in 51 of 62 cases (82%), which increased to 56 of 62 cases (90%) with amendment of seven clinical diagnoses at 3 months (blind to SPECT results). Akinetic-rigid cardinal diagnostic features of parkinsonism associate well with dopaminergic deficit in patients with early and mild clinical features. When these clinical features are uncertain, or the patient fails clinical diagnostic criteria, testing for dopaminergic deficit with [(123)I]-FP-CIT SPECT may assist the diagnostic process.     

The role of positron emission tomography imaging in movement disorders

PET imaging provides the means to study neurochemical, hemodynamic, or metabolic processes that underlie movement disorders in vivo. Because the extent of presynaptic nigrostriatal dopaminergic denervation can be quantified in PD even at an early or preclinical stage of the disease, PET imaging may allow the selection of at-risk subjects for neuroprotective intervention trials. These techniques may also provide markers to follow progression of disease or evaluate the effects of neurorestorative interventions in patients who have more advanced disease. PET is expected to play an increasing role in the selection of patients who have PD for deep brain stimulation. Dopaminergic studies may have a limited clinical role in the diagnosis of patients who have symptoms that suggestive of PD yet do not respond to typical dopaminergic drugs, such as patients who have vascular parkinsonism or ET with mild resting tremor who may have normal dopaminergic innervation. The differential diagnosis between PD and multiple system atrophy, progressive supranuclear palsy, or corticobasal degeneration is not yet clearly established by PET, but combined pre- and postsynaptic dopaminergic imaging may be able to distinguish early idiopathic PD from atypical parkinsonian disorders, in general. Huntington's chorea is characterized by more prominent striatal dopamine receptor loss, whereas nigrostriatal denervation is present to a lesser degree. Patients who have TS may have enhanced synaptic dopamine release in the putamen. Functional imaging studies have generally failed to demonstrate nigrostriatal denervation in essential tremor or idiopathic dystonia. Studies have shown striatal dopamine receptor loss in selected subtypes of dystonic patients. In conclusion, it is expected that PET will help us to better understand the pathophysiology of movement disorders, increase the diagnostic accuracy, allow preclinical diagnosis, monitor disease progression, and evaluate the efficacy of therapeutic agents. Pharmacologic radioligand displacement studies and the development of new nondopaminergic ligands may further aid in the unraveling of cerebral mechanisms that underlie movement disorders.     

Radiological biomarkers for diagnosis in PSP: Where are we and where do we need to be?

PSP is a pathologically defined neurodegenerative tauopathy with a variety of clinical presentations including typical Richardson's syndrome and other variant PSP syndromes. A large body of neuroimaging research has been conducted over the past two decades, with many studies proposing different structural MRI and molecular PET/SPECT biomarkers for PSP. These include measures of brainstem, cortical and striatal atrophy, diffusion weighted and diffusion tensor imaging abnormalities, [18F] fluorodeoxyglucose PET hypometabolism, reductions in striatal dopamine imaging and, most recently, PET imaging with ligands that bind to tau. Our aim was to critically evaluate the degree to which structural and molecular neuroimaging metrics fulfill criteria for diagnostic biomarkers of PSP. We queried the PubMed, Cochrane, Medline, and PSYCInfo databases for original research articles published in English over the past 20 years using postmortem diagnosis or the NINDS‐SPSP criteria as the diagnostic standard from 1996 to 2016. We define a five‐level theoretical construct for the utility of neuroimaging biomarkers in PSP, with level 1 representing group‐level findings, level 2 representing biomarkers with demonstrable individual‐level diagnostic utility, level 3 representing biomarkers for early disease, level 4 representing surrogate biomarkers of PSP pathology, and level 5 representing definitive PSP biomarkers of PSP pathology. We discuss the degree to which each of the currently available biomarkers fit into this theoretical construct, consider the role of biomarkers in the diagnosis of Richardson's syndrome, variant PSP syndromes and autopsy confirmed PSP, and emphasize current shortfalls in the field. © 2017 The Authors. Movement Disorders published by Wiley Periodicals, Inc. on behalf of International Parkinson and Movement Disorder Society.     

18F]FDOPA PET and clinical features in parkinsonism due to manganism.

Manganese exposure reportedly causes a clinically and pathophysiologically distinct syndrome from idiopathic Parkinson's disease (PD). We describe the clinical features and results of positron emission tomography with 6-[18F]fluorodopa ([18F]FDOPA PET) of a patient with parkinsonism occurring in the setting of elevated blood manganese. The patient developed parkinsonism associated with elevated serum manganese from hepatic dysfunction. [18F]FDOPA PET demonstrated relatively symmetric and severely reduced [18F]FDOPA levels in the posterior putamen compared to controls. The globus pallidum interna had increased signal on T1-weighted magnetic resonance imaging (MRI) images. We conclude that elevated manganese exposure may be associated with reduced striatal [18F]FDOPA uptake, and MRI may reveal selective abnormality within the internal segment of the pallidum. This case suggests that the clinical and pathophysiological features of manganese-associated parkinsonism may overlap with that of PD.