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1.
J Cereb Blood Flow Metab ; 21(11): 1354-66, 2001 Nov.
Article in English | MEDLINE | ID: mdl-11702050

ABSTRACT

N -[(11)C]methylpiperidin-4-yl acetate ([(11)C]MP4A) is an acetylcholine analog. It has been used successfully for the quantitative measurement of acetylcholinesterase (AChE) activity in the human brain with positron emission tomography (PET). [(11)C]MP4A is specifically hydrolyzed by AChE in the brain to a hydrophilic metabolite, which is irreversibly trapped locally in the brain. The authors propose a new method of kinetic analysis of brain AChE activity by PET without arterial blood sampling, that is, reference tissue-based linear least squares (RLS) analysis. In this method, cerebellum or striatum is used as a reference tissue. These regions, because of their high AChE activity, act as a biologic integrator of plasma input function during PET scanning, when regional metabolic rates of [(11)C]MP4A through AChE (k(3); an AChE index) are calculated by using Blomqvist's linear least squares analysis. Computer simulation studies showed that RLS analysis yielded k(3) with almost the same accuracy as the standard nonlinear least squares (NLS) analysis in brain regions with low (such as neocortex and hippocampus) and moderately high (thalamus) k(3) values. The authors then applied these methods to [(11) C]MP4A PET data in 12 healthy subjects and 26 patients with Alzheimer disease (AD) using the cerebellum as the reference region. There was a highly significant linear correlation in regional k(3) estimates between RLS and NLS analyses (456 cerebral regions, [RLS k(3) ] = 0.98 x [NLS k(3) ], r = 0.92, P < 0.001). Significant reductions were observed in k(3) estimates of frontal, temporal, parietal, occipital, and sensorimotor cerebral neocortices (P < 0.001, single-tailed t-test), and hippocampus (P = 0.012) in patients with AD as compared with controls when using RLS analysis. Mean reductions (19.6%) in these 6 regions by RLS were almost the same as those by NLS analysis (20.5%). The sensitivity of RLS analysis for detecting cortical regions with abnormally low k 3 in the 26 patients with AD (138 of 312 regions, 44%) was somewhat less than NLS analysis (52%), but was greater than shape analysis (33%), another method of [(11)C]MP4A kinetic analysis without blood sampling. The authors conclude that RLS analysis is practical and useful for routine analysis of clinical [(11)C]MP4A studies.


Subject(s)
Acetates , Acetylcholinesterase/metabolism , Alzheimer Disease/diagnostic imaging , Brain/diagnostic imaging , Piperidines , Tomography, Emission-Computed/methods , Adult , Aged , Alzheimer Disease/metabolism , Blood Specimen Collection , Brain/enzymology , Carbon Radioisotopes , Computer Simulation , Humans , Kinetics , Least-Squares Analysis , Middle Aged , Models, Biological
2.
J Cereb Blood Flow Metab ; 21(3): 295-306, 2001 Mar.
Article in English | MEDLINE | ID: mdl-11295884

ABSTRACT

N-[11C]methylpiperidin-4-yl acetate ([11C]MP4A) is a radiotracer that has been used successfully for the quantitative measurement of acetylcholinesterase (AChE) activity in the human brain with positron emission tomography (PET) using a standard compartment model analysis and a metabolite-corrected arterial input function. In the current study, the authors evaluated the applicability of a simple kinetic analysis without blood sampling, namely shape analysis. First, the authors used computer simulations to analyze factors that affect the precision and bias of shape analysis, then optimized the shape analysis procedure for [11C]MP4A. Before shape analysis execution, the later part of dynamic PET data except for the initial 3 minutes were smoothed by fitting to a bi-exponential function followed by linear interpolation of 8 data points between each of adjacent scan frames. Simulations showed that shape analysis yielded estimates of regional metabolic rates of [11C]MP4A by AChE (k3) with acceptable precision and bias in brain regions with low k3 values such as neocortex. Estimates in regions with higher k3 values became progressively more inaccurate. The authors then applied the method to [11C]MP4A PET data in 10 healthy subjects and 20 patients with Alzheimer's disease (AD). There was a highly significant linear correlation in regional k3 estimates between shape and compartment analyses (300 neocortical regions, [shape k3] = 0.93 x [NLS k3], r = 0.89, P < 0.001). Significant reductions in k3 estimates of frontal, temporal, parietal, occipital, and sensorimotor cerebral cortices in patients with AD as compared with controls were observed when using shape analysis (P < 0.013, two-tailed t-test), although these reductions (17% to 20%) were somewhat less than those obtained by compartment analysis (22% to 27%). The sensitivity of shape analysis for detecting neocortical regions with abnormally low k3 in the 20 patients with AD (92 out of 200 regions, 46%) also was somewhat less than compartment analysis (136 out of 200 regions, 68%). However, taking its simplicity and noninvasiveness into account, the authors conclude that quantitative measurement of neocortical AChE activity with shape analysis and [11C]MP4A PET is practical and useful for clinical diagnosis of AD.


Subject(s)
Acetates , Acetylcholinesterase/metabolism , Alzheimer Disease/diagnostic imaging , Piperidines , Tomography, Emission-Computed/methods , Aged , Alzheimer Disease/metabolism , Arteries , Blood Specimen Collection , Brain/enzymology , Carbon Radioisotopes , Humans , Middle Aged , Monte Carlo Method
3.
Neurology ; 56(3): 408-10, 2001 Feb 13.
Article in English | MEDLINE | ID: mdl-11171913

ABSTRACT

Acetylcholinesterase (AChE) activities in the brain of three patients with AD were measured once before and once during donepezil treatment (5 mg/d in two patients, 3 mg/d in one patient) using PET and N-[11C]methylpiperidin-4-yl acetate. Donepezil reduced k(3) values, an index of AChE activity, in the cerebral cortex by 39 +/- 5%. All patients showed some degree of symptomatic improvement, and it was concluded that this improvement was likely caused by improved cholinergic activity by inhibition of AChE in the brain.


Subject(s)
Acetylcholinesterase/metabolism , Alzheimer Disease/diagnostic imaging , Brain/enzymology , Indans/therapeutic use , Piperidines/therapeutic use , Aged , Alzheimer Disease/enzymology , Brain/diagnostic imaging , Donepezil , Female , Humans , Male , Middle Aged , Time Factors , Tomography, Emission-Computed
4.
Neurology ; 44(4): 755-7, 1994 Apr.
Article in English | MEDLINE | ID: mdl-8164839

ABSTRACT

We measured the time to peak antiparkinson response following injection of levodopa or apomorphine in 57 patients with Parkinson's disease. The peak response time for levodopa fell from 53 +/- 6.5 minutes in patients at Hoehn and Yahr stage I-II, and 28 +/- 4.8 minutes in those at stage IV (p < 0.0005). There was a significant correlation between levodopa peak response time and symptom duration (r = 0.65; p < 0.0001), but there was no relation between apomorphine peak response time and measures of disease severity. Peak response time to levodopa appears to reflect predominantly the status of compensatory presynaptic dopaminergic mechanisms and thus may provide an index to the degree of dopamine neuron degeneration in parkinsonian patients.


Subject(s)
Dopamine/metabolism , Levodopa/therapeutic use , Neurons/metabolism , Parkinson Disease/drug therapy , Parkinson Disease/physiopathology , Apomorphine/therapeutic use , Cell Survival , Female , Humans , Male , Middle Aged , Neurons/pathology , Neurons/physiology , Parkinson Disease/metabolism , Reaction Time
5.
Ann N Y Acad Sci ; 985: 411-9, 2003 Apr.
Article in English | MEDLINE | ID: mdl-12724174

ABSTRACT

The primary transmitter deficit is cholinergic in Alzheimer's disease (AD), and the amygdala receives a major cholinergic projection from the nucleus basalis of Meynert (Ch4), which may play an important role in the retention of affective conditioning and/or memory consolidation. We measured brain acetylcholinesterase (AChE) activity in 54 patients with AD and in 22 normal controls by positron emission tomography and N-[(11)C]methylpiperidin-4-yl acetate to characterize the cholinergic pathology in AD. The k(3) values were calculated as an index of AChE activity in a three-compartment model analysis using the metabolite-corrected arterial input function. The k(3) values were highly significantly reduced by 20% in the cerebral neocortex (P <0.0001 in the two-tailed t test), 14% in the hippocampus (P <0.001), and 33% in the amygdala (P <0.0001) in AD patients compared with normal controls. The k(3) values were significantly correlated with the Mini-Mental State Examination scores in both the cerebral cortex (P <0.001) and the amygdala (P <0.05) in AD patients, supporting the cholinergic hypothesis of cognitive dysfuncion in AD. Further studies are required, however, to elucidate the specific role of the cholinergic deficit in the amygdala in the emotional and behavioral symptoms in AD.


Subject(s)
Alzheimer Disease/diagnostic imaging , Amygdala/diagnostic imaging , Tomography, Emission-Computed , Aged , Aged, 80 and over , Alzheimer Disease/psychology , Brain Mapping/methods , Female , Humans , Male , Mental Status Schedule , Middle Aged , Regression Analysis
6.
Electromyogr Clin Neurophysiol ; 36(4): 215-20, 1996 Jun.
Article in English | MEDLINE | ID: mdl-8803493

ABSTRACT

The increasingly recognized occurrence of dementia in Parkinson's disease (PD) has prompted study of cognitive evoked potentials in this disorder. The P300 wave is related to cognitive performance, while the contingent negative variation (CNV) may reflect dopaminergic function. We measured P300 and CNV in 21 nondemented PD patients and compared them to elderly controls. The P300 was recorded from Cz with linked ear reference. 3,000 and 1,000 Hz tones were presented in an 80:20 ratio at 76 dBSL interstimulus interval was 1.1 seconds, and filter bandpass was 1-100 Hz. CNV recording utilized a 2000 Hz tone followed after 1.5 seconds by a light flash and button press, and was recorded from Fz with linked ear reference, 10-second analysis time, and 0.1-20 Hz filter bond pass. N200 and P300 amplitudes were significantly longer and latency significantly lower in PD patients than in controls, and P300 latency was correlated with composite score on cognitive tests. CNV amplitude was significantly reduced in PD patients, but was correlated with measures of motor disability rather than cognition. These findings suggest that bradyphrenia may occur in nondemented PD patients, and that P300 may measure cognitive changes in PD. CNV may be a dopaminergic slow potential and may correlate with motor function in nondemented PD patients.


Subject(s)
Event-Related Potentials, P300/physiology , Parkinson Disease/physiopathology , Aged , Aged, 80 and over , Electroencephalography , Female , Humans , Male , Middle Aged
7.
Rinsho Shinkeigaku ; 31(6): 619-24, 1991 Jun.
Article in Japanese | MEDLINE | ID: mdl-1934776

ABSTRACT

We examined the magnetic resonance (MR) image of midbrain and striatum in 30 patients with Parkinson's disease (PD), 10 patients with vascular parkinsonism (VP) and 10 age-matched control subjects. Studies were performed on a high field strength (1.5 tesla) MRI unit. T2 weighted spin echo pulse sequence (TR2500ms/TE40ms) was used. We measured the width of the pars compacta signal in patients and controls on the basis of the method described by Duguid et al. Intensity profiles of a straight line perpendicular to the pars compacta through the center of the red nucleus were made on an image of the midbrain. We measured the width of the valley at half-height between the peaks of intensity representing the red nucleus and the crus cerebri-pars reticulata complex and used this as an index of the width of the pars compacta signal. The results were as follows: 1. The mean width of the pars compacta signal was 2.7 mm (SD = 0.3) in the PD group and 4.3 mm (SD = 0.6) in controls. The difference between the means was highly significant (p less than 0.01). While not significant statistically, there was a trend toward narrowing of the width of pars compacta signal of substantia nigra in the PD group as the Yahr's grade or disease duration progressed. In hemiparkinsonism, MRI revealed significant narrowing of the pars compacta signal on the contra-lateral side to the clinical predominant side compared with the ipsi-lateral side. 2. The mean width of the pars compacta signal was 3.9 mm (SD = 0.4) in the VP group, but the decrease was not significant.(ABSTRACT TRUNCATED AT 250 WORDS)


Subject(s)
Cerebrovascular Disorders/diagnosis , Parkinson Disease, Secondary/diagnosis , Parkinson Disease/diagnosis , Substantia Nigra/pathology , Aged , Cerebrovascular Disorders/complications , Female , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Parkinson Disease, Secondary/etiology
8.
Rinsho Shinkeigaku ; 32(8): 815-21, 1992 Aug.
Article in Japanese | MEDLINE | ID: mdl-1490308

ABSTRACT

We studied 18 patients with multiple system atrophy (MSA) by high field strength MRI: 6 striatonigral degeneration (SND), 4 Shy-Drager syndrome (SDS), and 8 olivo-ponto-cerebellar atrophy (OPCA). We also studied 30 Parkinson's disease (PD) and 10 age-matched controls. The diagnoses of SND, SDS, and OPCA were based on criteria after Hirayama et al (1985). Bradykinesia, rigidity, and tremor were assessed with the summed scores of the signs used as the extrapyramidal scores. The mean extrapyramidal scores were not significantly different in patients with SND, SDS, OPCA, and PD. MRI studies were performed on 1.5 tesla MRI unit, using a T2 weighted spin echo pulse sequence (TR2500 ms/TE40 ms). The width of the pars compacta signal in all subjects was measured by the method of Duguid et al (1986). Intensity profiles were made on a straight line perpendicular to the pars compacta through the center of the red nucleus on an image of the midbrain. We measured the width of the valley at half-height between the peaks of intensity representing the red nucleus and the crus cerebri-pars reticulata complex and used this measurement as an index of the width of the pars compacta signal. The mean widths of the pars compacta signal were: 2.8 +/- 0.4 mm (SND), 2.8 +/- 0.7 mm (SDS), 3.6 +/- 0.6 mm (OPCA), 2.7 +/- 0.3 mm (PD), and 4.3 +/- 0.6 mm (control). The mean widths of the pars compacta signal in PD, SND, and SDS were significantly narrower than that in the control group (p < 0.05), while the OPCA group was not significantly narrower.(ABSTRACT TRUNCATED AT 250 WORDS)


Subject(s)
Corpus Striatum/pathology , Magnetic Resonance Imaging , Olivopontocerebellar Atrophies/diagnosis , Shy-Drager Syndrome/diagnosis , Substantia Nigra/pathology , Adult , Aged , Corpus Striatum/physiology , Female , Humans , Male , Middle Aged , Nerve Degeneration , Olivopontocerebellar Atrophies/pathology , Shy-Drager Syndrome/pathology , Substantia Nigra/physiology
9.
Rinsho Shinkeigaku ; 30(11): 1243-6, 1990 Nov.
Article in Japanese | MEDLINE | ID: mdl-2085930

ABSTRACT

We reported a 39-year-old man with punch drunk syndrome who had cerebellar ataxia, seizure and dementia. CT scan of the brain revealed remarkable atrophy and enlargement of the ventricular system. MRI of the brain showed severe atrophy which was especially evident in the frontal base. On RI cisternography both early ventricular reflux at 3 hours and delayed ventricular stasis at 52 hours were found, which resembled the findings of the normal pressure hydrocephalus. The MRI and RI cisternographic findings suggested that the remarkable brain atrophy and enlargement of the ventricular system were caused by repeated KARATE traumas including minor brain contusion or subarachnoid hemorrhage in the base of the brain, since traumatic brain contusions affect particularly the orbital surfaces of the frontal lobes and the lateral and inferior surfaces of the temporal lobes. Communicating hydrocephalus may be one of the pathogenesis of punch drunk syndrome.


Subject(s)
Brain Injuries/complications , Cerebellar Ataxia/etiology , Dementia/etiology , Martial Arts/injuries , Seizures/etiology , Adult , Atrophy , Brain/diagnostic imaging , Brain/pathology , Brain Concussion/diagnosis , Humans , Hydrocephalus, Normal Pressure/diagnosis , Hydrocephalus, Normal Pressure/etiology , Magnetic Resonance Imaging , Male , Radionuclide Imaging , Syndrome
10.
Nihon Rinsho ; 55(1): 249-54, 1997 Jan.
Article in Japanese | MEDLINE | ID: mdl-9014459

ABSTRACT

Recent advances in magnetic resonance spectroscopy(MRS) allow to assay noninvasively key molecules of brain metabolism in living patients. There are several reports of MRS in Parkinson's disease(PD) and multiple system atrophy(MSA). 1H-MRS of the striatum revealed the reduced NAA/Cr and Cho/Cr ratio in MSA patients and the preserved NAA/Cr and Cho/Cr ratio in PD patients. The reduced NAA/Cr ratio probably reflects striatal neuronal loss. 1H-MRS of the striatum showed increased Cho/Cr ratio in the "on" state compared with that in the "off" state in the PD patients. The increased Cho/Cr ratio may reflect some membrane alteration or change of choline metabolism in PD with the "wearing-off" phenomena. Although studies are still preliminary, MRS shows great possibility for aiding in the differential diagnosis of parkinsonism and it will contribute to a better understanding of the pathogenesis of PD and MSA.


Subject(s)
Autonomic Nervous System Diseases/diagnosis , Basal Ganglia Diseases/diagnosis , Brain/metabolism , Parkinson Disease/diagnosis , Aspartic Acid/analogs & derivatives , Aspartic Acid/metabolism , Choline/metabolism , Creatine/metabolism , Diagnosis, Differential , Humans , Magnetic Resonance Spectroscopy , Protons
12.
Neurology ; 73(4): 273-8, 2009 Jul 28.
Article in English | MEDLINE | ID: mdl-19474411

ABSTRACT

OBJECTIVE: To characterize brain cholinergic deficits in Parkinson disease (PD), PD with dementia (PDD), and dementia with Lewy bodies (DLB). METHODS: Participants included 18 patients with PD, 21 patients with PDD/DLB, and 26 healthy controls. The PD group consisted of nine patients with early PD, each with a disease duration of less than 3 years, five of whom were de novo PD patients, and nine patients with advanced PD, each with a disease duration greater than or equal to 3 years. The PDD/DLB group consisted of 10 patients with PDD and 11 patients with DLB. All subjects underwent PET scans with N-[11C]-methyl-4-piperidyl acetate to measure brain acetylcholinesterase (AChE) activity. Brain AChE activity levels were estimated voxel-by-voxel in a three-compartment analysis using the arterial input function, and compared among our subject groups through both voxel-based analysis using the statistical parametric mapping software SPM5 and volume-of-interest analysis. RESULTS: Among patients with PD, AChE activity was significantly decreased in the cerebral cortex and especially in the medial occipital cortex (% reduction compared with the normal mean = -12%) (false discovery rate-corrected p value <0.01). Patients with PDD/DLB, however, had even lower AChE activity in the cerebral cortex (% reduction = -27%) (p < 0.01). There was no significant difference between early PD and advanced PD groups or between DLB and PDD groups in the amount by which regional AChE activity in the brain was reduced. CONCLUSIONS: Brain cholinergic dysfunction occurs in the cerebral cortex, especially in the medial occipital cortex. It begins in early Parkinson disease, and is more widespread and profound in both Parkinson disease with dementia and dementia with Lewy bodies.


Subject(s)
Acetylcholine/deficiency , Acetylcholinesterase/metabolism , Basal Nucleus of Meynert/enzymology , Cholinergic Fibers/enzymology , Lewy Body Disease/enzymology , Parkinson Disease/enzymology , Acetylcholinesterase/analysis , Aged , Basal Nucleus of Meynert/diagnostic imaging , Basal Nucleus of Meynert/pathology , Biomarkers/analysis , Biomarkers/metabolism , Brain Mapping , Cerebral Cortex/diagnostic imaging , Cerebral Cortex/metabolism , Cerebral Cortex/pathology , Cerebral Cortex/physiopathology , Cholinergic Fibers/pathology , Cohort Studies , Diagnosis, Differential , Disease Progression , Down-Regulation/physiology , Humans , Immunohistochemistry , Lewy Body Disease/diagnostic imaging , Lewy Body Disease/pathology , Middle Aged , Neural Pathways/diagnostic imaging , Neural Pathways/metabolism , Neural Pathways/pathology , Neural Pathways/physiopathology , Occipital Lobe/diagnostic imaging , Occipital Lobe/metabolism , Occipital Lobe/pathology , Occipital Lobe/physiopathology , Parkinson Disease/diagnostic imaging , Parkinson Disease/pathology , Radionuclide Imaging
13.
J Neurol Neurosurg Psychiatry ; 56(5): 467-72, 1993 May.
Article in English | MEDLINE | ID: mdl-8505636

ABSTRACT

Striatal dopamine D1 receptors were investigated in 11 patients with Parkinson's disease (PD), five patients with striatonigral degeneration (SND) and six age-matched controls by positron emission tomography and carbon-11 labelled SCH23390. The SND patients showed mean 12%, 21%, and 31% declines in the ratios of radioactivity in the caudate, anterior putamen, and posterior putamen compared with that in the occipital cortex. These ratios were not significantly altered in the PD patients. The results may explain the different therapeutic responses to levadopa between SND and PD patients, and this technique might prove useful for their differentiation.


Subject(s)
Brain Diseases/physiopathology , Brain/physiopathology , Corpus Striatum/physiopathology , Nerve Degeneration , Parkinson Disease/physiopathology , Receptors, Dopamine D1 , Tomography, Emission-Computed/methods , Adult , Aged , Brain/diagnostic imaging , Brain/physiology , Brain Diseases/diagnosis , Female , Humans , Levodopa/therapeutic use , Magnetic Resonance Imaging , Male , Middle Aged , Parkinson Disease/diagnosis , Parkinson Disease/drug therapy , Putamen/physiopathology , Radiography
14.
Alzheimer Dis Assoc Disord ; 14 Suppl 1: S114-8, 2000.
Article in English | MEDLINE | ID: mdl-10850739

ABSTRACT

Brain acetylcholinesterase activity was measured in 14 patients with Alzheimer disease and 14 age-matched control subjects by positron emission tomography with a radioactive acetylcholine analogue. Kinetic analysis was performed to calculate k3, an index of acetylcholinesterase activity. The k3 values were significantly reduced in the neocortex, hippocampus, and amygdala of all patients with Alzheimer disease, suggesting a loss of cholinergic innervation from the basal forebrain. Most profound reductions of k3 values were observed in the temporal (-30%) and parietal cortices (-31%), although reductions of k3 values were relatively uniform in the cerebral neocortex. This technique may be a powerful tool for early diagnosis of Alzheimer disease and also for therapeutic monitoring of acetylcholinesterase inhibitors in Alzheimer disease.


Subject(s)
Acetylcholinesterase/metabolism , Alzheimer Disease/diagnostic imaging , Brain/enzymology , Tomography, Emission-Computed , Aged , Aged, 80 and over , Alzheimer Disease/drug therapy , Alzheimer Disease/enzymology , Amygdala/diagnostic imaging , Amygdala/enzymology , Brain/diagnostic imaging , Case-Control Studies , Cholinesterase Inhibitors/therapeutic use , Female , Hippocampus/diagnostic imaging , Hippocampus/enzymology , Humans , Male , Middle Aged
15.
Ann Neurol ; 48(2): 194-200, 2000 Aug.
Article in English | MEDLINE | ID: mdl-10939570

ABSTRACT

We measured brain acetylcholinesterase activity in 30 patients with Alzheimer's disease (AD) and 14 age-matched controls by positron emission tomography (PET) and using a carbon 11-labeled acetylcholine analogue. Seven AD patients had repeat PET scans. The k3 values were calculated as an index of acetylcholinesterase activity in a three-compartment analysis using the metabolite corrected arterial input function. Twenty-eight of the 30 AD patients (14 each in the early and late onset subgroups) were retained in the study so as to equalize the range and average severity of cognitive impairment within the early and late onset subgroups. The k3 values were significantly reduced in the neocortex, hippocampus, and amygdala in the early onset AD patients, although the k3 values were significantly reduced only in the temporoparietal cortex and amygdala in the late onset AD patients. In the longitudinal study, all 7 repeat AD patients showed further reduction of cortical k3 values in the second PET scans, with a mean interval of 2 years, suggesting a progressive loss of the ascending cholinergic system from the nucleus basalis of Meynert in AD. In 37 AD patients, there was a highly significant correlation between the cortical k3 values and Mini-Mental State Examination scores, supporting the cholinergic hypothesis in AD.


Subject(s)
Acetylcholinesterase/metabolism , Alzheimer Disease/diagnostic imaging , Cerebral Cortex/diagnostic imaging , Cognition Disorders/diagnostic imaging , Aged , Alzheimer Disease/pathology , Analysis of Variance , Brain Mapping , Cerebral Cortex/pathology , Cholinergic Fibers/diagnostic imaging , Cholinergic Fibers/pathology , Cognition Disorders/pathology , Disease Progression , Female , Humans , Longitudinal Studies , Male , Middle Aged , Tomography, Emission-Computed
18.
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