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1.
Mov Disord ; 38(8): 1515-1526, 2023 08.
Artigo em Inglês | MEDLINE | ID: mdl-37382295

RESUMO

BACKGROUND: Development of disease-modifying treatments for Huntington's disease (HD) could be aided by the use of imaging biomarkers of disease progression. Positron emission tomography (PET) with 11 C-UCB-J, a radioligand for the brain-wide presynaptic marker synaptic vesicle protein 2A (SV2A), detects more widespread brain changes in early HD than volumetric magnetic resonance imaging (MRI) and 18 F-fludeoxyglucose (18 F-FDG) PET, but longitudinal 11 C-UCB-J PET data have not been reported. The aim of this study was to compare the sensitivity of 11 C-UCB-J PET, 18 F-FDG PET, and volumetric MRI for detection of longitudinal changes in early HD. METHODS: Seventeen HD mutation carriers (six premanifest and 11 early manifest) and 13 healthy controls underwent 11 C-UCB-J PET, 18 F-FDG PET, and volumetric MRI at baseline (BL) and after 21.4 ± 2.7 months (Y2). Within-group and between-group longitudinal clinical and imaging changes were assessed. RESULTS: The HD group showed significant 2-year worsening of Unified Huntington's Disease Rating Scale motor scores. There was significant longitudinal volume loss within the HD group in caudate (-4.5% ± 3.8%), putamen (-3.6% ± 3.5%), pallidum (-3.0% ± 2.7%), and frontal cortex (-2.0% ± 2.1%) (all P < 0.001). Within the HD group there was longitudinal loss of putaminal SV2A binding (6.4% ± 8.8%, P = 0.01) and putaminal glucose metabolism (-2.8% ± 4.4%, P = 0.008), but these changes were not significant after correction for multiple comparisons. Premanifest subjects at BL only had significantly lower SV2A binding than controls in basal ganglia structures, but at Y2 additionally had significant SV2A loss in frontal and parietal cortex, indicating spread of SV2A loss from subcortical to cortical regions. CONCLUSIONS: Volumetric MRI may be more sensitive than 11 C-UCB-J PET and 18 F-FDG PET for detection of 2-year brain changes in early HD. © 2023 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.


Assuntos
Doença de Huntington , Transtornos dos Movimentos , Humanos , Doença de Huntington/metabolismo , Fluordesoxiglucose F18 , Tomografia por Emissão de Pósitrons , Encéfalo/patologia , Glucose , Glicoproteínas de Membrana , Proteínas do Tecido Nervoso/metabolismo
2.
Mov Disord ; 38(10): 1786-1794, 2023 10.
Artigo em Inglês | MEDLINE | ID: mdl-37574924

RESUMO

OBJECTIVE: To investigate whether mild motor signs (MMS) in old age correlate with synaptic density in the brain. BACKGROUND: Normal aging is associated with a decline in movement quality and quantity, commonly termed "mild parkinsonian signs" or more recently MMS. Whether MMS stem from global brain aging or pathology within motor circuits remains unresolved. The synaptic vesicle glycoprotein 2A positron emission tomography (PET) ligand 11 C-UCB-J allows the investigation of brain-motor associations at the synaptic level in vivo. METHOD: Fifty-eight healthy older adults (≥50 years) were included from two monocentric control cohorts. Brain magnetic resonance imaging and 11 C-UCB-J PET data were available in 54 participants. 11 C-UCB-J PET binding was quantified by standardized uptake value ratio (SUVR) values in grey matter (GM) volumes of interest (VOIs): caudate, putamen, globus pallidus, substantia nigra, thalamus, cerebellum, and the frontal, parietal, temporal, and occipital cortex. Multiple linear regression analyses were performed with Movement Disorder Society-Unified Parkinson's Disease Rating Scale (MDS-UPDRS) part III score measuring MMS as the dependent variable and mean SUVR values in each VOI as the independent variable with age, Fazekas score (white matter lesion [WML] load), VOI and cohort as covariates. RESULTS: Participants (68 ± 7.5 years; 52% female) had an average MDS-UPDRS part III score of 3.3 ± 2.8. The MDS-UPDRS part III score was inversely associated with synaptic density, independently of WML load or GM volume, in the caudate, substantia nigra, thalamus, cerebellum, and parietal, occipital, temporal cortex. Cohen's f2 showed moderate effect sizes for subcortical (range, 0.30-0.35), cortical (0.28-0.35) and cerebellar VOIs (0.31). CONCLUSION: MMS in healthy aging are associated with lower synaptic density throughout the brain. © 2023 International Parkinson and Movement Disorder Society.


Assuntos
Envelhecimento Saudável , Transtornos dos Movimentos , Humanos , Feminino , Idoso , Masculino , Encéfalo/patologia , Substância Cinzenta/diagnóstico por imagem , Envelhecimento/metabolismo , Tomografia por Emissão de Pósitrons/métodos , Transtornos dos Movimentos/patologia
3.
Eur J Nucl Med Mol Imaging ; 50(1): 48-60, 2022 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-36001116

RESUMO

PURPOSE: Huntington's disease is caused by a trinucleotide expansion in the HTT gene, which leads to aggregation of mutant huntingtin (mHTT) protein in the brain and neurotoxicity. Direct in vivo measurement of mHTT aggregates in human brain parenchyma is not yet possible. In this first-in-human study, we investigated biodistribution and dosimetry in healthy volunteers of [11C]CHDI-00485180-R ([11C]CHDI-180R) and [11C]CHDI-00485626 ([11C]CHDI-626), two tracers designed for PET imaging of aggregated mHTT in the brain that have been validated in preclinical models. METHODS: Biodistribution and radiation dosimetry studies were performed in 3 healthy volunteers (age 25.7 ± 0.5 years; 2 F) for [11C]CHDI-180R and in 3 healthy volunteers (age 35.3 ± 6.8 years; 2 F) for [11C]CHDI-626 using sequential whole-body PET-CT. Source organs were delineated in 3D using combined PET and CT data. Individual organ doses and effective doses were determined using OLINDA 2.1. RESULTS: There were no clinically relevant adverse events. The mean effective dose (ED) for [11C]CHDI-180R was 4.58 ± 0.65 µSv/MBq, with highest absorbed doses for liver (16.9 µGy/MBq), heart wall (15.9 µGy/MBq) and small intestine (15.8 µGy/MBq). Mean ED for [11C]CHDI-626 was 5.09 ± 0.06 µSv/MBq with the highest absorbed doses for the gallbladder (26.5 µGy/MBq), small intestine (20.4 µGy/MBq) and liver (19.6 µGy/MBq). Decay-corrected brain uptake curves showed promising kinetics for [11C]CHDI-180R, but for [11C]CHDI-626 an increasing signal over time was found, probably due to accumulation of a brain-penetrant metabolite. CONCLUSION: [11C]CHDI-180R and [11C]CHDI-626 are safe for in vivo PET imaging in humans. The estimated radiation burden is in line with most 11C-ligands. While [11C]CHDI-180R has promising kinetic properties in the brain, [11C]CHDI-626 is not suitable for human in vivo mHTT PET due to the possibility of a radiometabolite accumulating in brain parenchyma. TRIAL REGISTRATION: EudraCT number 2020-002129-27. CLINICALTRIALS: gov NCT05224115 (retrospectively registered).


Assuntos
Tomografia por Emissão de Pósitrons combinada à Tomografia Computadorizada , Radiometria , Humanos , Adulto , Voluntários Saudáveis , Distribuição Tecidual , Tomografia por Emissão de Pósitrons/métodos
4.
Mov Disord ; 37(9): 1883-1892, 2022 09.
Artigo em Inglês | MEDLINE | ID: mdl-35819412

RESUMO

BACKGROUND: Imaging tools that allow quantification of Parkinson's disease (PD) progression could facilitate the development of disease-modifying therapies. Cross-sectional studies have shown presynaptic terminal damage in PD patients, but longitudinal data are limited. OBJECTIVES: The aim of this study was to longitudinally assess loss of presynaptic terminals in general and dopaminergic presynaptic terminals in particular as measures of disease progression in early PD. METHODS: A total of 27 patients with early PD and 18 age- and sex-matched healthy controls underwent positron emission tomography (PET) with 11 C-UCB-J, a ligand for the brain-wide presynaptic terminal marker SV2A, and with 18 F-FE-PE2I, a highly selective dopamine transporter ligand, in combination with a comprehensive motor and non-motor clinical assessment at baseline (BL) and after 26.5 ± 2.1 months (Y2). SUVR-1 images were calculated and volumes of interest were delineated based on individual 3D T1 magnetic resonance imaging (MRI). RESULTS: PD patients showed significant 2-year worsening of Movement Disorder Society-sponsored revision of the Unified Parkinson's Disease Rating Scale Part III (MDS-UPDRS-III) (off medication) scores, but not of non-motor scores. Motor and non-motor scores in controls did not change significantly over 2 years. 18 F-FE-PE2I binding in caudate and putamen showed significant 2-year decline in the PD group and remained unchanged in controls. Longitudinal decline of striatal 18 F-FE-PE2I binding in PD did not correlate with longitudinal changes in MDS-UPDRS-III scores. 11 C-UCB-J PET did not show any region with significant 2-year change in PD or controls. CONCLUSIONS: 18 F-FE-PE2I PET showed robust 2-year decline in early PD, but 11 C-UCB-J PET did not. Longitudinal changes in 18 F-FE-PE2I binding did not correlate with clinical motor progression. © 2022 International Parkinson and Movement Disorder Society.


Assuntos
Doença de Parkinson , Estudos Transversais , Humanos , Ligantes , Doença de Parkinson/tratamento farmacológico , Tomografia por Emissão de Pósitrons/métodos , Terminações Pré-Sinápticas/metabolismo
5.
Neuroimage ; 232: 117877, 2021 05 15.
Artigo em Inglês | MEDLINE | ID: mdl-33639258

RESUMO

RATIONALE: 11C-UCB-J binds to synaptic vesicle glycoprotein 2A, a protein ubiquitously expressed in presynaptic nerve terminals, and can therefore serve as in vivo proxy of synaptic density. There are discrepancies in postmortem data on stability of synaptic density with healthy aging. In this study, healthy aging and sex as potential modifiers of 11C-UCB-J binding were investigated in healthy volunteers over 7 adult decades, assuming that the number of SV2A vesicles per synapse is not influenced by age or sex. METHODS: 80 healthy volunteers underwent 11C-UCB-J PET and structural T1 and T2 MR imaging. Grey matter changes with aging were firstly evaluated by voxel-based morphometry (VBM). Parametric 11C-UCB-J standardized uptake value ratio (SUVR) images were calculated using the centrum semiovale as reference tissue. To correct for atrophy-related partial volume effects, a region-based voxel-wise type partial volume correction (PVC) was applied in FreeSurfer. The correlations of 11C-UCB-J binding with age and with sex were investigated by a voxel-based and volume-of-interest (VOI)-based approach, and with and without PVC to assess the contribution of underlying morphology changes upon aging. RESULTS: Full results were available for 78 participants (19-85y; 33 M/45 F). VBM grey matter concentration changes with aging were most predominant in the perisylvian and frontal regions. After PVC, no significantly decreased 11C-UCB-J SUVR with aging was found in the voxel-based analysis, whereas the VOI-based analysis showed a slight decrease in the caudate nucleus (-1.7% decrease per decade, p= 0.0025) only. There was no association between sex and 11C-UCB-J SUVR, nor an interaction between aging and sex for this parameter. CONCLUSION: In vivo, PET using 11C-UCB-J does not support a cortical decrease of synaptic density with aging, whereas subcortically a small effect with aging in the caudate nucleus was observed. In addition, no association between synaptic density and sex was detected, which allows pooling of datasets of both sexes.


Assuntos
Encéfalo/metabolismo , Envelhecimento Saudável/metabolismo , Tomografia por Emissão de Pósitrons/métodos , Piridinas/metabolismo , Pirrolidinonas/metabolismo , Sinapses/metabolismo , Adulto , Fatores Etários , Idoso , Idoso de 80 Anos ou mais , Encéfalo/diagnóstico por imagem , Radioisótopos de Carbono/metabolismo , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Fatores Sexuais , Adulto Jovem
6.
Eur J Nucl Med Mol Imaging ; 47(8): 1913-1926, 2020 07.
Artigo em Inglês | MEDLINE | ID: mdl-31776633

RESUMO

RATIONALE: Dopamine transporter (DAT) imaging is an important adjunct in the diagnostic workup of patients with Parkinsonism. 18F-FE-PE2I is a suitable PET radioligand for DAT quantification and imaging with good pharmacokinetics. The aim of this study was to determine a clinical optimal simplified reference tissue-based image acquisition protocol and to compare the discriminatory value and effect size for 18F-FE-PE2I to that for 123I-FP-CIT scan currently used in clinical practice. METHODS: Nine patients with early Parkinson's disease (PD, 64.3 ± 6.8 years, 3M), who had previously undergone a 123I-FP-CIT scan as part of their diagnostic workup, and 34 healthy volunteers (HV, 47.7 ± 16.8 years, 13M) underwent a 60-min dynamic 18F-FE-PE2I PET-MR scan on a GE Signa 3T PET-MR. Based on dynamic data and MR-based VOI delineation, BPND, semi-quantitative uptake ratio and SUVR[t1-t2] images were calculated using either occipital cortex or cerebellum as reference region. For start-and-end time of the SUVR interval, three time frames [t1-t2] were investigated: [15-40] min, [40-60] min, and [50-60] min postinjection. Data for putamen (PUT) and caudate nucleus-putamen ratio (CPR) were compared in terms of quantification bias versus BPND and discriminative power. RESULTS: Using occipital cortex as reference region resulted in smaller bias of SUVR with respect to BPND + 1 and higher correlation between SUVR and BPND + 1 compared with using cerebellum, irrespective of SUVR [t1-t2] interval. Smallest bias was observed with the [15-40]-min time window, in accordance with previous literature. The correlation between BPND + 1 and SUVR was slightly better for the late time windows. Discriminant analysis between PD and HV using both PUT and CPR SUVRs showed an accuracy of ≥ 90%, for both reference regions and all studied time windows. Semi-quantitative 123I-FP-CIT and 18F-FE-PE2I values and relative decrease in the striatum for patients were highly correlated, with a higher effect size for 18F-FE-PE2I for PUT and CPR SUVR. CONCLUSION: 18F-FE-PE2I is a suitable radioligand for in vivo DAT imaging with high discriminative power between early PD and healthy controls. Whereas a [15-40]-min window has lowest bias with respect to BPND, a [50-60]-min time window at pseudoequilibrium can be advocated in terms of clinical feasibility with optimal discriminative power. The occipital cortex may be slightly preferable as reference region because of the higher time stability, stronger correlation of SUVR with BPND + 1, and lower bias. Moreover, the data suggest that the diagnostic accuracy of a 10-min static 18F-FE-PE2I scan is non-inferior compared with 123I-FP-CIT scan used in standard clinical practice.


Assuntos
Nortropanos , Doença de Parkinson , Transtornos Parkinsonianos , Proteínas da Membrana Plasmática de Transporte de Dopamina/metabolismo , Humanos , Neostriado , Doença de Parkinson/diagnóstico por imagem , Tomografia por Emissão de Pósitrons
7.
Mov Disord ; 35(11): 1977-1986, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-32767618

RESUMO

BACKGROUND: It has been hypothesized that the pathology of Parkinson's disease (PD) primarily affects presynaptic terminals and spreads trans-synaptically. OBJECTIVES: The main objective of this study was to assess the magnitude and anatomical extent of presynaptic terminal loss across the brain in early PD. A second objective was to compare loss of presynaptic terminals and cell bodies within the nigrostriatal tract. METHODS: A total of 30 patients with early PD and 20 age- and gender-matched healthy controls underwent positron emission tomography with 11 C-UCB-J, a ligand for the universal presynaptic terminal marker synaptic vesicle protein 2A (SV2A), and with the dopamine transporter ligand 18 F-FE-PE2I, as well as a detailed clinical assessment. Volumes of interest were delineated based on individual 3-dimensional T1 magnetic resonance imaging. BPND images were calculated. RESULTS: Patients with PD showed significant loss of SV2A binding in the substantia nigra only. Loss of dopamine transporter binding in the PD group was much greater in the putamen than in the substantia nigra. We found no correlations between SV2A or dopamine transporter binding and any of the clinical motor or nonmotor scores. Homologous voxel-based analysis in the PD group showed significant correlations between SV2A and dopamine transporter binding in the caudate and substantia nigra. CONCLUSIONS: Presynaptic terminals appear to be the most heavily affected subcellular compartment of nigrostriatal neurons in early PD. Moreover, early PD causes loss of presynaptic terminals that innervate the nigrostriatal neurons. This loss of presynaptic boutons in the substantia nigra may reflect an axonal response to target deprivation or could possibly point to a trans-synaptic mode of propagation of the disease process. © 2020 International Parkinson and Movement Disorder Society.


Assuntos
Doença de Parkinson , Corpo Estriado , Humanos , Doença de Parkinson/diagnóstico por imagem , Tomografia por Emissão de Pósitrons , Terminações Pré-Sinápticas , Putamen , Substância Negra/diagnóstico por imagem
8.
Muscle Nerve ; 56(6): 1164-1168, 2017 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-28440863

RESUMO

INTRODUCTION: Disturbances of eye movements are infrequently encountered in motor neuron diseases (MNDs) or motor neuropathies, and there is no known syndrome that combines progressive muscle weakness with downbeat nystagmus. METHODS: To describe the core clinical features of a syndrome of MND associated with downbeat nystagmus, clinical features were collected from 6 patients. RESULTS: All patients had slowly progressive muscle weakness and wasting in combination with downbeat nystagmus, which was clinically most obvious in downward and lateral gaze. Onset was in the second to fourth decade with finger extension weakness, progressing to other distal and sometimes more proximal muscles. Visual complaints were not always present. Electrodiagnostic testing showed signs of regional motor axonal loss in all patients. DISCUSSION: The etiology of this syndrome remains elusive. Because finger extension weakness and downbeat nystagmus are the discriminating clinical features of this MND, we propose the name FEWDON-MND syndrome. Muscle Nerve 56: 1164-1168, 2017.


Assuntos
Doença dos Neurônios Motores/diagnóstico por imagem , Doença dos Neurônios Motores/fisiopatologia , Debilidade Muscular/diagnóstico por imagem , Debilidade Muscular/fisiopatologia , Nistagmo Patológico/diagnóstico por imagem , Nistagmo Patológico/fisiopatologia , Adolescente , Adulto , Eletrodiagnóstico/métodos , Feminino , Dedos/fisiopatologia , Humanos , Masculino , Doença dos Neurônios Motores/complicações , Debilidade Muscular/complicações , Nistagmo Patológico/complicações , Estudos Retrospectivos , Adulto Jovem
9.
J Huntingtons Dis ; 13(2): 163-199, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38788082

RESUMO

 Neuroimaging is increasingly being included in clinical trials of Huntington's disease (HD) for a wide range of purposes from participant selection and safety monitoring, through to demonstration of disease modification. Selection of the appropriate modality and associated analysis tools requires careful consideration. On behalf of the EHDN Imaging Working Group, we present current opinion on the utility and future prospects for inclusion of neuroimaging in HD trials. Covering the key imaging modalities of structural-, functional- and diffusion- MRI, perfusion imaging, positron emission tomography, magnetic resonance spectroscopy, and magnetoencephalography, we address how neuroimaging can be used in HD trials to: 1) Aid patient selection, enrichment, stratification, and safety monitoring; 2) Demonstrate biodistribution, target engagement, and pharmacodynamics; 3) Provide evidence for disease modification; and 4) Understand brain re-organization following therapy. We also present the challenges of translating research methodology into clinical trial settings, including equipment requirements and cost, standardization of acquisition and analysis, patient burden and invasiveness, and interpretation of results. We conclude, that with appropriate consideration of modality, study design and analysis, imaging has huge potential to facilitate effective clinical trials in HD.


Assuntos
Ensaios Clínicos como Assunto , Doença de Huntington , Neuroimagem , Humanos , Doença de Huntington/diagnóstico por imagem , Neuroimagem/métodos , Encéfalo/diagnóstico por imagem
10.
Neurology ; 98(1): e83-e94, 2022 01 04.
Artigo em Inglês | MEDLINE | ID: mdl-34663644

RESUMO

BACKGROUND AND OBJECTIVES: Synaptic damage has been proposed to play a major role in the pathophysiology of Huntington disease (HD), but in vivo evidence in humans is lacking. We performed a PET imaging study to assess synaptic damage and its clinical correlates in early HD in vivo. METHODS: In this cross-sectional study, premanifest and early manifest (Shoulson-Fahn stage 1 and 2) HD mutation carriers and age- and sex-matched healthy controls underwent clinical assessment of motor and nonmotor manifestations and time-of-flight PET with 11C-UCB-J, a radioligand targeting the ubiquitous presynaptic terminal marker synaptic vesicle protein 2A (SV2A). We also performed 18F-fluorodeoxyglucose (18F-FDG)-PET in all participants because regional cerebral glucose consumption is thought to largely reflect synaptic activity. Volumes of interest were delineated on the basis of individual 3-dimensional T1 MRI. Standardized uptake value ratio-1 images were calculated for 11C-UCB-J with the centrum semiovale as reference region. 18F-FDG-PET activity was normalized to the pons. All PET data were corrected for partial volume effects. Volume of interest- and voxel-based analyses were performed. Correlations between clinical scores and 11C-UCB-J PET data were calculated. RESULTS: Eighteen HD mutation carriers (age 51.4 ± 11.6 years; 6 female; 7 premanifest, 11 early manifest) and 15 healthy controls (age 52.3 ± 3.5 years; 4 female) were included. In the HD group, significant loss of SV2A binding was found in putamen, caudate, pallidum, cerebellum, parietal, and temporal and frontal cortex, whereas reduced 18F-FDG uptake was restricted to caudate and putamen. In the premanifest subgroup, 11C-UCB-J and 18F-FDG-PET showed significant reductions in putamen and caudate only. In the total HD group, SV2A loss in the putamen correlated with motor impairment. DISCUSSION: Our data reveal loss of presynaptic terminal integrity in early HD, which begins in the striatum in the premanifest phase, spreads extensively to extrastriatal regions in the early manifest phase, and correlates with motor impairment. 11C-UCB-J PET is more sensitive than 18F-FDG-PET for detection of extrastriatal changes in early HD. CLASSIFICATION OF EVIDENCE: This study provides Class III evidence that 11C-UCB-J PET accurately discriminates individuals HD from normal controls.


Assuntos
Doença de Huntington , Adulto , Encéfalo/diagnóstico por imagem , Estudos Transversais , Feminino , Fluordesoxiglucose F18/metabolismo , Humanos , Doença de Huntington/diagnóstico por imagem , Pessoa de Meia-Idade , Tomografia por Emissão de Pósitrons/métodos , Vesículas Sinápticas/metabolismo
12.
J Nucl Med ; 57(8): 1238-43, 2016 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-26940764

RESUMO

UNLABELLED: An objective biomarker for early identification and accurate differential diagnosis of amyotrophic lateral sclerosis (ALS) is lacking. (18)F-FDG PET brain imaging with advanced statistical analysis may provide a tool to facilitate this. The objective of this work was to validate volume-of-interest (VOI) and voxel-based (using a support vector machine [SVM] approach) (18)F-FDG PET analysis methods to differentiate ALS from controls in an independent prospective large cohort, using a priori-derived classifiers. Furthermore, the prognostic value of (18)F-FDG PET was evaluated. METHODS: A prospective cohort of patients with a suspected diagnosis of a motor neuron disorder (n = 119; mean age ± SD, 61 ± 12 y; 81 men and 38 women) was recruited. One hundred five patients were diagnosed with ALS (mean age ± SD, 61.0 ± 12 y; 74 men and 31 women) (group 2), 10 patients with primary lateral sclerosis (mean age ± SD, 55.5 ± 12 y; 3 men and 7 women), and 4 patients with progressive muscular atrophy (mean age ± SD, 59.2 ± 5 y; 4 men). The mean disease duration of all patients was 15.0 ± 13.4 mo at diagnosis, with PET conducted 15.2 ± 13.3 mo after the first symptoms. Data were compared with a previously gathered dataset of 20 screened healthy subjects (mean age ± SD, 62.4 ± 6.4 y; 12 men and 8 women) and 70 ALS patients (mean age ± SD, 62.2 ± 12.5 y; 44 men and 26 women) (group 1). Data were spatially normalized and analyzed on a VOI basis (statistical software (using the Hammers atlas) and voxel basis using statistical parametric mapping. Discriminant analysis and SVM were used to classify new cases based on the classifiers derived from group 1. RESULTS: Compared with controls, ALS patients showed a nearly identical pattern of hypo- and hypermetabolism in groups 1 and 2. VOI-based discriminant analysis resulted in an 88.8% accuracy in predicting the new ALS cases. For the SVM approach, this accuracy was 100%. Brain metabolism between ALS and primary lateral sclerosis patients was nearly identical and not separable on an individual basis. Extensive frontotemporal hypometabolism was predictive for a lower survival using a Kaplan-Meier survival analysis (P < 0.001). CONCLUSION: On the basis of a previously acquired training set, (18)F-FDG PET with advanced discriminant analysis methods is able to accurately distinguish ALS from controls and aids in assessing individual prognosis. Further validation on multicenter datasets and ALS-mimicking disorders is needed to fully assess the general applicability of this approach.


Assuntos
Esclerose Lateral Amiotrófica/diagnóstico por imagem , Encéfalo/diagnóstico por imagem , Fluordesoxiglucose F18 , Interpretação de Imagem Assistida por Computador/métodos , Reconhecimento Automatizado de Padrão/métodos , Tomografia por Emissão de Pósitrons/métodos , Simulação por Computador , Interpretação Estatística de Dados , Análise Discriminante , Feminino , Humanos , Aumento da Imagem/métodos , Imageamento Tridimensional/métodos , Masculino , Pessoa de Meia-Idade , Modelos Estatísticos , Estudos Prospectivos , Compostos Radiofarmacêuticos , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
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