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1.
Neurology ; 102(11): e209453, 2024 Jun 11.
Article in English | MEDLINE | ID: mdl-38759132

ABSTRACT

BACKGROUND AND OBJECTIVES: Degeneration of the presynaptic nigrostriatal dopaminergic system is one of the main biological features of Parkinson disease (PD), multiple system atrophy (MSA), progressive supranuclear palsy (PSP), and corticobasal degeneration (CBD), which can be measured using single-photon emission CT imaging for diagnostic purposes. Despite its widespread use in clinical practice and research, the diagnostic properties of presynaptic nigrostriatal dopaminergic (DAT) imaging in parkinsonism have never been evaluated against the diagnostic gold standard of neuropathology. The aim of this study was to evaluate the diagnostic parameters of DAT imaging compared with pathologic diagnosis in patients with parkinsonism. METHODS: Retrospective cohort study of patients with DAT imaging for the investigation of a clinically uncertain parkinsonism with brain donation between 2010 and 2021 to the Queen Square Brain Bank (London). Patients with DAT imaging for investigation of pure ataxia or dementia syndromes without parkinsonism were excluded. Those with a pathologic diagnosis of PD, MSA, PSP, or CBD were considered presynaptic dopaminergic parkinsonism, and other pathologies were considered postsynaptic for the analysis. DAT imaging was performed in routine clinical practice and visually classified by hospital nuclear medicine specialists as normal or abnormal. The results were correlated with neuropathologic diagnosis to calculate diagnostic accuracy parameters for the diagnosis of presynaptic dopaminergic parkinsonism. RESULTS: All of 47 patients with PD, 41 of 42 with MSA, 68 of 73 with PSP, and 6 of 10 with CBD (sensitivity 100%, 97.6%, 93.2%, and 60%, respectively) had abnormal presynaptic dopaminergic imaging. Eight of 17 patients with presumed postsynaptic parkinsonism had abnormal scans (specificity 52.9%). DISCUSSION: DAT imaging has very high sensitivity and negative predictive value for the diagnosis of presynaptic dopaminergic parkinsonism, particularly for PD. However, patients with CBD, and to a lesser extent PSP (of various phenotypes) and MSA (with predominant ataxia), can show normal DAT imaging. A range of other neurodegenerative disorders may have abnormal DAT scans with low specificity in the differential diagnosis of parkinsonism. DAT imaging is a useful diagnostic tool in the differential diagnosis of parkinsonism, although clinicians should be aware of its diagnostic properties and limitations. CLASSIFICATION OF EVIDENCE: This study provides Class II evidence that DAT imaging does not accurately distinguish between presynaptic dopaminergic parkinsonism and non-presynaptic dopaminergic parkinsonism.


Subject(s)
Dopamine Plasma Membrane Transport Proteins , Multiple System Atrophy , Parkinsonian Disorders , Tomography, Emission-Computed, Single-Photon , Humans , Female , Aged , Male , Retrospective Studies , Dopamine Plasma Membrane Transport Proteins/metabolism , Parkinsonian Disorders/diagnostic imaging , Parkinsonian Disorders/pathology , Parkinsonian Disorders/metabolism , Tomography, Emission-Computed, Single-Photon/methods , Middle Aged , Multiple System Atrophy/diagnostic imaging , Multiple System Atrophy/pathology , Multiple System Atrophy/metabolism , Supranuclear Palsy, Progressive/diagnostic imaging , Supranuclear Palsy, Progressive/pathology , Supranuclear Palsy, Progressive/metabolism , Aged, 80 and over , Parkinson Disease/diagnostic imaging , Parkinson Disease/metabolism , Parkinson Disease/pathology , Cohort Studies , Corticobasal Degeneration/diagnostic imaging , Corticobasal Degeneration/metabolism , Dopamine/metabolism , Presynaptic Terminals/metabolism , Presynaptic Terminals/pathology , Sensitivity and Specificity , Dopaminergic Imaging
3.
Neurobiol Dis ; 195: 106504, 2024 Jun 01.
Article in English | MEDLINE | ID: mdl-38615913

ABSTRACT

OBJECTIVE: Freezing of gait (FOG), a specific survival-threatening gait impairment, needs to be urgently explored in patients with multiple system atrophy (MSA), which is characterized by rapid progression and death within 10 years of symptom onset. The objective of this study was to explore the topological organisation of both low- and high-order functional networks in patients with MAS and FOG. METHOD: Low-order functional connectivity (LOFC) and high-order functional connectivity FC (HOFC) networks were calculated and further analysed using the graph theory approach in 24 patients with MSA without FOG, 20 patients with FOG, and 25 healthy controls. The relationship between brain activity and the severity of freezing symptoms was investigated in patients with FOG. RESULTS: Regarding global topological properties, patients with FOG exhibited alterations in the whole-brain network, dorsal attention network (DAN), frontoparietal network (FPN), and default network (DMN), compared with patients without FOG. At the node level, patients with FOG showed decreased nodal centralities in sensorimotor network (SMN), DAN, ventral attention network (VAN), FPN, limbic regions, hippocampal network and basal ganglia network (BG), and increased nodal centralities in the FPN, DMN, visual network (VIN) and, cerebellar network. The nodal centralities of the right inferior frontal sulcus, left lateral amygdala and left nucleus accumbens (NAC) were negatively correlated with the FOG severity. CONCLUSION: This study identified a disrupted topology of functional interactions at both low and high levels with extensive alterations in topological properties in MSA patients with FOG, especially those associated with damage to the FPN. These findings offer new insights into the dysfunctional mechanisms of complex networks and suggest potential neuroimaging biomarkers for FOG in patients with MSA.


Subject(s)
Gait Disorders, Neurologic , Magnetic Resonance Imaging , Multiple System Atrophy , Nerve Net , Humans , Multiple System Atrophy/physiopathology , Multiple System Atrophy/diagnostic imaging , Multiple System Atrophy/complications , Male , Female , Gait Disorders, Neurologic/physiopathology , Gait Disorders, Neurologic/etiology , Gait Disorders, Neurologic/diagnostic imaging , Middle Aged , Aged , Magnetic Resonance Imaging/methods , Nerve Net/physiopathology , Nerve Net/diagnostic imaging , Brain/physiopathology , Brain/diagnostic imaging
4.
J Neurol Sci ; 460: 122985, 2024 May 15.
Article in English | MEDLINE | ID: mdl-38581741

ABSTRACT

OBJECTIVE: To investigate hypothalamic atrophy and its clinical correlates in multiple system atrophy (MSA) in-vivo. BACKGROUND: MSA is characterized by autonomic dysfunction and parkinsonian/cerebellar manifestations. The hypothalamus regulates autonomic and homeostatic functions and is also involved in memory and learning processes. METHODS: 11 MSA, 18 Parkinson's Disease (PD) and 18 Healthy Controls (HC) were included in this study. A validated and automated hypothalamic segmentation tool was applied to 3D-T1-weighted images acquired on a 3T MRI scanner. MSA hypothalamic volumes were compared to those of PD and HC. Furthermore, the association between hypothalamic volumes and scores of autonomic, depressive, sleep and cognitive manifestations were investigated. RESULTS: Posterior hypothalamus volume was reduced in MSA compared to controls (t = 2.105, p = 0.041) and PD (t = 2.055, p = 0.046). Total hypothalamus showed a trend towards a reduction in MSA vs controls (t = 1.676, p = 0.101). Reduced posterior hypothalamus volume correlated with worse MoCA scores in the parkinsonian (MSA + PD) group and in each group separately, but not with autonomic, sleep, or depression scores. CONCLUSIONS: In-vivo structural hypothalamic involvement may be present in MSA. Reduced posterior hypothalamus volume, which includes the mammillary bodies and lateral hypothalamus, is associated with worse cognitive functioning. Larger studies on hypothalamic involvement in MSA and its clinical correlates are needed.


Subject(s)
Hypothalamus , Magnetic Resonance Imaging , Multiple System Atrophy , Humans , Multiple System Atrophy/diagnostic imaging , Multiple System Atrophy/pathology , Multiple System Atrophy/physiopathology , Male , Female , Hypothalamus/diagnostic imaging , Hypothalamus/pathology , Hypothalamus/physiopathology , Aged , Middle Aged , Parkinson Disease/diagnostic imaging , Parkinson Disease/pathology , Parkinson Disease/physiopathology
6.
Mov Disord ; 39(5): 825-835, 2024 May.
Article in English | MEDLINE | ID: mdl-38486423

ABSTRACT

BACKGROUND: International clinical criteria are the reference for the diagnosis of degenerative parkinsonism in clinical research, but they may lack sensitivity and specificity in the early stages. OBJECTIVES: To determine whether magnetic resonance imaging (MRI) analysis, through visual reading or machine-learning approaches, improves diagnostic accuracy compared with clinical diagnosis at an early stage in patients referred for suspected degenerative parkinsonism. MATERIALS: Patients with initial diagnostic uncertainty between Parkinson's disease (PD), progressive supranuclear palsy (PSP), and multisystem atrophy (MSA), with brain MRI performed at the initial visit (V1) and available 2-year follow-up (V2), were included. We evaluated the accuracy of the diagnosis established based on: (1) the international clinical diagnostic criteria for PD, PSP, and MSA at V1 ("Clin1"); (2) MRI visual reading blinded to the clinical diagnosis ("MRI"); (3) both MRI visual reading and clinical criteria at V1 ("MRI and Clin1"), and (4) a machine-learning algorithm ("Algorithm"). The gold standard diagnosis was established by expert consensus after a 2-year follow-up. RESULTS: We recruited 113 patients (53 with PD, 31 with PSP, and 29 with MSA). Considering the whole population, compared with clinical criteria at the initial visit ("Clin1": balanced accuracy, 66.2%), MRI visual reading showed a diagnostic gain of 14.3% ("MRI": 80.5%; P = 0.01), increasing to 19.2% when combined with the clinical diagnosis at the initial visit ("MRI and Clin1": 85.4%; P < 0.0001). The algorithm achieved a diagnostic gain of 9.9% ("Algorithm": 76.1%; P = 0.08). CONCLUSION: Our study shows the use of MRI analysis, whether by visual reading or machine-learning methods, for early differentiation of parkinsonism. © 2024 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.


Subject(s)
Early Diagnosis , Magnetic Resonance Imaging , Multiple System Atrophy , Parkinson Disease , Parkinsonian Disorders , Supranuclear Palsy, Progressive , Humans , Female , Magnetic Resonance Imaging/methods , Magnetic Resonance Imaging/standards , Male , Aged , Middle Aged , Supranuclear Palsy, Progressive/diagnostic imaging , Supranuclear Palsy, Progressive/diagnosis , Parkinsonian Disorders/diagnostic imaging , Parkinsonian Disorders/diagnosis , Parkinson Disease/diagnostic imaging , Parkinson Disease/diagnosis , Multiple System Atrophy/diagnostic imaging , Multiple System Atrophy/diagnosis , Machine Learning , Uncertainty , Diagnosis, Differential , Sensitivity and Specificity
8.
Parkinsonism Relat Disord ; 121: 106047, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38368753

ABSTRACT

INTRODUCTION: Differentiating Parkinson's disease (PD) from progressive supranuclear palsy (PSP) and multiple system atrophy (MSA) is a common clinical problem. We aimed to apply the T1-/T2-weighted ratio imaging technique, based on standard clinical MRI, to reveal differences in neurodegeneration in three large cohorts. METHODS: Three cohorts, with a total of 405 participants (269 PD, 44 PSP, 38 MSA, 54 controls), were combined and T1/T2-weighted ratio image analyses were carried out. A combination of automatic segmentation and atlas-based ROI were used in this study. The cohorts were combined using the ComBat batch correction procedure. RESULTS: Group differences were found in the putamen (p = 0.040), with higher T1/T2-weighted ratio in this region in PSP compared to PD and healthy controls (p-values 0.010 and 0.007 respectively). Using putaminal T1/T2-weighted ratio for diagnostic separation, a fair performance was found in separating PSP from healthy controls, with an area under the receiver operating characteristic curve of 0.701. CONCLUSION: Different patterns of T1/T2-weighted ratio, reflecting differences in underlying pathophysiology, were found between the groups. Since T1/T2-weighted ratio can be applied to standard clinical MRI sequences to allow more quantitative analyses, this seems to be a promising biomarker for diagnostics and treatment evaluation of parkinsonian disorders for clinical trials.


Subject(s)
Multiple System Atrophy , Parkinson Disease , Parkinsonian Disorders , Supranuclear Palsy, Progressive , Humans , Parkinson Disease/diagnostic imaging , Cohort Studies , Parkinsonian Disorders/diagnosis , Supranuclear Palsy, Progressive/diagnostic imaging , Multiple System Atrophy/diagnostic imaging , Magnetic Resonance Imaging/methods , Diagnosis, Differential
9.
J Neurol ; 271(5): 2521-2528, 2024 May.
Article in English | MEDLINE | ID: mdl-38265472

ABSTRACT

BACKGROUND: Free water (FW)-corrected diffusion measures are more precise compared to standard diffusion measures. This study comprehensively evaluates FW and corrected diffusion metrics for whole brain white and deep gray matter (WM, GM) structures in patients with Parkinson's disease (PD), progressive supranuclear palsy (PSP) and multiple system atrophy (MSA) and attempts to ascertain the probable patterns of WM abnormalities. METHOD: Diffusion MRI was acquired for subjects with PD (n = 133), MSA (n = 25), PSP (n = 30) and matched healthy controls (HC) (n = 99, n = 24, n = 12). Diffusion metrics of FA, MD, AD, RD were generated and FW, corrected FA maps were calculated using a bi-tensor model. TBSS was carried out at 5000 permutations with significance at p < 0.05. For GM, diffusivity maps were extracted from the basal ganglia, and analyzed at an FDR with p < 0.05. RESULTS: Compared to HC, PD showed focal changes in FW. MSA showed changes in the cerebellum and brainstem, and PSP showed increase in FW involving supratentorial WM and midbrain. All three showed increased substantia nigra FW. MSA, PSP demonstrated increased FW in bilateral putamen. PD showed increased FW in left GP externa, and bilateral thalamus. Compared to HC, MSA had increased FW in bilateral GP interna, and left thalamic. PSP had an additional increase in FW of the right GP externa, right GP interna, and bilateral thalamus. CONCLUSION: The present study demonstrated definitive differences in the patterns of FW alterations between PD and atypical parkinsonian disorders suggesting the possibility of whole brain FW maps being used as markers for diagnosis of these disorders.


Subject(s)
Brain , Multiple System Atrophy , Parkinson Disease , Supranuclear Palsy, Progressive , Humans , Parkinson Disease/diagnostic imaging , Male , Female , Aged , Middle Aged , Supranuclear Palsy, Progressive/diagnostic imaging , Multiple System Atrophy/diagnostic imaging , Brain/diagnostic imaging , Brain/pathology , Diffusion Magnetic Resonance Imaging/methods , Parkinsonian Disorders/diagnostic imaging , Water , White Matter/diagnostic imaging , White Matter/pathology , Gray Matter/diagnostic imaging , Gray Matter/pathology
10.
Eur J Neurol ; 31(3): e16169, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38085264

ABSTRACT

BACKGROUND AND PURPOSE: Pure autonomic failure (PAF) is a rare progressive neurodegenerative disease characterized by neurogenic orthostatic hypotension at presentation, without other neurological abnormalities. Some patients may develop other central neurological features indicative of multiple system atrophy or a Lewy body disorder. There are currently no biomarkers to assess possible central nervous system involvement in probable PAF at an early stage. A possibility is to evaluate the nigrostriatal dopaminergic degeneration by imaging of dopamine transporter with DaTscan brain imaging. The objective was to evaluate subclinical central nervous system involvement using DaTscan in PAF. METHODS: We retreospectively reviewed pure autonomic failure patients who were evaluated at the Autonomic Unit between January 2015 and August 2021 and underwent comprehensive autonomic assessment, neurological examination, brain magnetic resonance imaging and DaTscan imaging. DaTscan imaging was performed if patients presented with atypical features which did not meet the criteria for Parkinson's disease or multiple system atrophy or other atypical parkinsonism. RESULTS: In this cohort, the median age was 49.5 years at disease onset, 57.5 years at presentation, and the median disease duration was 7.5 years. Five of 10 patients had an abnormal DaTscan without neurological features meeting the criteria of an alternative diagnosis. Patients with abnormal DaTscan were predominantly males, had shorter disease duration and had more severe genitourinary symptoms. DISCUSSION: Degeneration of nigrostriatal dopaminergic neurons measured using DaTscan imaging can present in patients with PAF without concurrent signs indicating progression to widespread α-synucleinopathy. It is advocated that DaTscan imaging should be considered as part of the workup of patients with emerging autonomic failure who are considered to have PAF.


Subject(s)
Autonomic Nervous System Diseases , Multiple System Atrophy , Pure Autonomic Failure , Male , Humans , Middle Aged , Female , Pure Autonomic Failure/diagnostic imaging , Pure Autonomic Failure/pathology , Multiple System Atrophy/diagnostic imaging , Multiple System Atrophy/pathology , Dopamine Plasma Membrane Transport Proteins , Dopaminergic Imaging , Brain/diagnostic imaging , Brain/pathology , Biomarkers , Autonomic Nervous System Diseases/diagnostic imaging , Autonomic Nervous System Diseases/etiology
11.
Neurol Sci ; 45(1): 309-313, 2024 Jan.
Article in English | MEDLINE | ID: mdl-37752324

ABSTRACT

BACKGROUND: Multiple system atrophy (MSA) is considered a primarily sporadic neurodegenerative disease, but the role of genetic is poorly understood. CASE: We present a female patient of Moroccan origin who developed a rapidly progressive non-levodopa responsive parkinsonism, gait and balance problems, and dysautonomia including severe bulbar symptoms. She was diagnosed with MSA Parkinsonian-type (MSA-P) and suddenly died at night at 58 years of age. Reduced striatal DAT-SPECT, putaminal hyperintensity on T2-MRI, and hypometabolism with FDG-PET were present. Genetic testing documented a G2019S mutation in the LRRK2 gene. A skin biopsy was obtained and used to perform alpha-synuclein RT-QuIC, which was negative, and immunohistochemical analysis, which demonstrated abnormal alpha-synuclein deposits in cutaneous nerves. Elevated blood neurofilament light chain levels were also documented. CONCLUSIONS: LRRK2 mutations are the most common cause of monogenic Parkinson's disease (PD) and G2019S is the most frequent variant. Our patient presented with biological, clinical, and radiological features of MSA, but genetic testing revealed a G2019S LRRK2 mutation, which has been previously reported only in one other case of pathologically proven MSA but with mild progression. In our patient, post-mortem confirmation could not be performed, but RT-QuIC and immunohistochemical findings on skin biopsy support the diagnosis of MSA. G2019S LRRK2 may be linked to an increased risk of MSA. Cases of atypical parkinsonism with rapid disease course should be screened for PD-related genes especially in populations with a high prevalence of mutations in known genes.


Subject(s)
Multiple System Atrophy , Parkinson Disease , Parkinsonian Disorders , Humans , Female , alpha-Synuclein/genetics , Multiple System Atrophy/diagnostic imaging , Multiple System Atrophy/genetics , Leucine-Rich Repeat Serine-Threonine Protein Kinase-2/genetics , Mutation/genetics , Parkinson Disease/genetics , Parkinson Disease/pathology , Parkinsonian Disorders/diagnostic imaging , Parkinsonian Disorders/genetics
12.
Eur J Nucl Med Mol Imaging ; 51(2): 468-480, 2024 Jan.
Article in English | MEDLINE | ID: mdl-37807003

ABSTRACT

PURPOSE: Multiple system atrophy (MSA) is a rare neurodegenerative disease, often presented with orthostatic hypotension (OH), which is a disabling symptom but has not been very explored. Here, we investigated MSA patients with OH by using positron emission tomography (PET) with 18F-fluorodeoxyglucose (18F-FDG) and 11C-N-2-carbomethoxy-3-(4-fluorophenyl)-tropane (11C-CFT) for in vivo evaluation of the glucose metabolism and dopaminergic function of the brain. METHODS: Totally, 51 patients with MSA and 20 healthy controls (HC) who underwent 18F-FDG PET/CT were retrospectively enrolled, among which 24 patients also underwent 11C-CFT PET/CT. All patients were divided into MSA-OH(+) and MSA-OH(-) groups. Then, statistical parametric mapping (SPM) method was used to reveal the regional metabolic and dopaminergic characteristics of MSA-OH(+) compared with MSA-OH(-). Moreover, the metabolic networks of MSA-OH(+), MSA-OH(-) and HC groups were also constructed and analyzed based on graph theory to find possible network-level changes in MSA patients with OH. RESULTS: The SPM results showed significant hypometabolism in the pons and right cerebellar tonsil, as well as hypermetabolism in the left parahippocampal gyrus and left superior temporal gyrus in MSA-OH(+) compared with MSA-OH(-). A reduced 11C-CFT uptake in the left caudate was also shown in MSA-OH(+) compared with MSA-OH(-). In the network analysis, significantly reduced local efficiency and clustering coefficient were shown in MSA-OH(+) compared with HC, and decreased nodal centrality in the frontal gyrus was found in MSA-OH(+) compared with MSA-OH(-). CONCLUSION: In this study, the changes in glucose metabolism in the pons, right cerebellar tonsil, left parahippocampal gyrus and left superior temporal gyrus were found closely related to OH in MSA patients. And the decreased presynaptic dopaminergic function in the left caudate may contribute to OH in MSA. Taken together, this study provided in vivo pathophysiologic information on MSA with OH from neuroimaging approach, which is essential for a better understanding of MSA with OH.


Subject(s)
Hypotension, Orthostatic , Multiple System Atrophy , Humans , Multiple System Atrophy/diagnostic imaging , Multiple System Atrophy/metabolism , Fluorodeoxyglucose F18 , Positron Emission Tomography Computed Tomography , Retrospective Studies , Hypotension, Orthostatic/diagnostic imaging , Positron-Emission Tomography/methods , Glucose/metabolism
13.
Mov Disord ; 39(1): 130-140, 2024 Jan.
Article in English | MEDLINE | ID: mdl-38013497

ABSTRACT

BACKGROUND: Multiple system atrophy (MSA) clinically manifests with either predominant nigrostriatal or cerebellopontine degeneration. This corresponds to two different phenotypes, one with predominant Parkinson's symptoms (MSA-P [multiple system atrophy-parkinsonian subtype]) and one with predominant cerebellar deficits (MSA-C [multiple system atrophy-cerebellar subtype]). Both nigrostriatal and cerebellar degeneration can lead to impaired dexterity, which is a frequent cause of disability in MSA. OBJECTIVE: The aim was to disentangle the contribution of nigrostriatal and cerebellar degeneration to impaired dexterity in both subtypes of MSA. METHODS: We thus investigated nigrostriatal and cerebellopontine integrity using diffusion microstructure imaging in 47 patients with MSA-P and 17 patients with MSA-C compared to 31 healthy controls (HC). Dexterity was assessed using the 9-Hole Peg Board (9HPB) performance. RESULTS: Nigrostriatal degeneration, represented by the loss of cells and neurites, leading to a larger free-fluid compartment, was present in MSA-P and MSA-C when compared to HCs. Whereas no intergroup differences were observed between the MSAs in the substantia nigra, MSA-P showed more pronounced putaminal degeneration than MSA-C. In contrast, a cerebellopontine axonal degeneration was observed in MSA-P and MSA-C, with stronger effects in MSA-C. Interestingly, the degeneration of cerebellopontine fibers is associated with impaired dexterity in both subtypes, whereas no association was observed with nigrostriatal degeneration. CONCLUSION: Cerebellar dysfunction contributes to impaired dexterity not only in MSA-C but also in MSA-P and may be a promising biomarker for disease staging. In contrast, no significant association was observed with nigrostriatal dysfunction. © 2023 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.


Subject(s)
Multiple System Atrophy , Parkinson Disease , Humans , Multiple System Atrophy/complications , Multiple System Atrophy/diagnostic imaging , Parkinson Disease/complications , Parkinson Disease/diagnostic imaging , Cerebellum/diagnostic imaging , Substantia Nigra/diagnostic imaging
14.
BMC Med Imaging ; 23(1): 204, 2023 12 08.
Article in English | MEDLINE | ID: mdl-38066432

ABSTRACT

OBJECTIVES: This study aims to investigate the potential of radiomics with multiple parameters from conventional T1 weighted imaging (T1WI) and susceptibility weighted imaging (SWI) in distinguishing between idiopathic Parkinson's disease (PD) and multiple system atrophy (MSA). METHODS: A total of 201 participants, including 57 patients with PD, 74 with MSA, and 70 healthy control (HCs) individuals, underwent T1WI and SWI scans. From the 12 subcortical nuclei (e.g. red nucleus, substantia nigra, subthalamic nucleus, putamen, globus pallidus, and caudate nucleus), 2640 radiomic features were extracted from both T1WI and SWI scans. Three classification models - logistic regression (LR), support vector machine (SVM), and light gradient boosting machine (LGBM) - were used to distinguish between MSA and PD, as well as among MSA, PD, and HC. These classifications were based on features extracted from T1WI, SWI, and a combination of T1WI and SWI. Five-fold cross-validation was used to evaluate the performance of the models with metrics such as sensitivity, specificity, accuracy, and area under the receiver operating curve (AUC). During each fold, the ANOVA and least absolute shrinkage and selection operator (LASSO) methods were used to identify the most relevant subset of features for the model training process. RESULTS: The LGBM model trained by the features combination of T1WI and SWI exhibited the most outstanding differential performance in both the three-class classification task of MSA vs. PD vs. HC and the binary classification task of MSA vs. PD, with an accuracy of 0.814 and 0.854, and an AUC of 0.904 and 0.881, respectively. The texture-based differences (GLCM) of the SN and the shape-based differences of the GP were highly effective in discriminating between the three classes and two classes, respectively. CONCLUSIONS: Radiomic features combining T1WI and SWI can achieve a satisfactory differential diagnosis for PD, MSA, and HC groups, as well as for PD and MSA groups, thus providing a useful tool for clinical decision-making based on routine MRI sequences.


Subject(s)
Multiple System Atrophy , Parkinson Disease , Humans , Parkinson Disease/diagnostic imaging , Multiple System Atrophy/diagnostic imaging , Diagnosis, Differential , Magnetic Resonance Imaging/methods
15.
Parkinsonism Relat Disord ; 117: 105899, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37948830

ABSTRACT

OBJECTIVE: We have used corneal confocal microscopy (CCM) to identify corneal nerve loss as a potential marker of neurodegeneration in participants with Parkinson's disease (PD), multiple system atrophy (MSA) and progressive supranuclear palsy (PSP). METHODS: Patients with PD (n = 19), PSP (n = 11), MSA (n = 8) and healthy controls (n = 18) underwent neurological assessment and CCM. RESULTS: Corneal nerve fibre density was significantly lower in participants with PD (p = 0.005), PSP (p = 0.005) and MSA (p = 0.0003) compared to controls. Corneal nerve branch density was significantly lower in participants with PD (p = 0.01) and MSA (p = 0.019), but not in participants with PSP (p = 0.662), compared to controls. Corneal nerve fibre length was significantly lower in participants with PD (p = 0.002) and MSA (p = 0.001) but not in participants with PSP (p = 0.191) compared to controls. CONCLUSION: CCM detects corneal nerve loss in participants with PD and MSA and to a lesser extent in PSP compared to healthy controls.


Subject(s)
Multiple System Atrophy , Parkinson Disease , Parkinsonian Disorders , Supranuclear Palsy, Progressive , Humans , Parkinsonian Disorders/diagnostic imaging , Parkinson Disease/complications , Parkinson Disease/diagnostic imaging , Supranuclear Palsy, Progressive/diagnostic imaging , Multiple System Atrophy/complications , Multiple System Atrophy/diagnostic imaging , Microscopy, Confocal
16.
Zhonghua Yi Xue Za Zhi ; 103(41): 3294-3300, 2023 Nov 07.
Article in Chinese | MEDLINE | ID: mdl-37926574

ABSTRACT

Objective: To analyze the PET/CT imaging features of fluoride 18F-fluorodeoxyglucose (18F-FDG) in patients with various types of Parkinson's syndrome (PS), and to establish a "diagnostic tree" model of 18F-FDG PET/CT for PS. Methods: Data of patients with Parkinson's disease (PD), patients with multiple system atrophy cerebellar type (MSA-C), and patients with multiple system atrophy Parkinson's type (MSA-P)admitted to the Neurology Department of Huashan Hospital affiliated to Fudan University from January 2019 to December 2021. 18F-FDG PET/CT examination was conducted in all patients. Clinical and follow-up data was collected to determine clinical diagnosis. The specific patterns of brain glucose metabolism in patients with various types of Parkinsonism were observed and their utility in the differential diagnosis of the disease was analyzed. 18F-FDG PET/CT imaging"diagnostic tree"model was established and its value in the differential diagnosis of Parkinsonism was verified. Results: A total of 320 patients, 187 males and 133 females, aged (62±9) years, were enrolled in our study, including 80 PD, 90 PSP, 114 MSA-C and 36 MSA-P patients. The differential diagnostic features of cerebral glucose metabolism of Parkinsonism were as follows: the metabolism of putamen increased in PD patients, the metabolism of caudate nucleus, thalamus, midbrain, and frontal lobe decreased in PSP patients, the metabolism of cerebellum decreased in MSA-C patients, and the metabolism of putamen and cerebellum decreased in MSA-P patients. The sensitivity and specificity of the"diagnostic tree"model are 88.75% and 91.25% for PD diagnosis, 54.44% and 96.96% for PSP diagnosis, 87.72% and 86.41% for MSA-C diagnosis, and 55.56% and 91.55% for MSA-P diagnosis, respectively. It could correctly classify 75%(240/320) of patients. Conclusions: Characteristic metabolism patterns of brain in 18F-FDG PET/CT imaging is significant for the differential diagnosis of PD, PSP, MSA-C and MSA-P. The"diagnostic tree"model is valuable for clinical diagnosis.


Subject(s)
Multiple System Atrophy , Parkinson Disease , Parkinsonian Disorders , Male , Female , Humans , Parkinson Disease/diagnostic imaging , Fluorodeoxyglucose F18 , Positron Emission Tomography Computed Tomography , Multiple System Atrophy/diagnostic imaging , Multiple System Atrophy/metabolism , Radiopharmaceuticals , Parkinsonian Disorders/diagnostic imaging , Parkinsonian Disorders/metabolism , Brain/diagnostic imaging , Brain/metabolism , Glucose/metabolism , Diagnosis, Differential
17.
Psychiatry Res Neuroimaging ; 335: 111719, 2023 10.
Article in English | MEDLINE | ID: mdl-37806261

ABSTRACT

Parkinson's disease (PD), multisystem atrophy (MSA), and progressive supranuclear palsy (PSP) present similarly with bradykinesia, tremor, rigidity, and cognitive impairments. Neuroimaging studies have found differential changes in the nigrostriatal pathway in these disorders, however whether the volume and shape of specific regions within this pathway can distinguish between atypical Parkinsonian disorders remains to be determined. This paper investigates striatal and thalamic volume and morphology as distinguishing biomarkers, and their relationship to neuropsychiatric symptoms. Automatic segmentation to calculate volume and shape analysis of the caudate nucleus, putamen, and thalamus were performed in 18 PD patients, 12 MSA, 15 PSP, and 20 healthy controls, then correlated with clinical measures. PSP bilateral thalami and right putamen were significantly smaller than controls, but not MSA or PD. The left caudate and putamen significantly correlated with the Neuropsychiatric Inventory total score. Bilateral thalamus, caudate, and left putamen had significantly different morphology between groups, driven by differences between PSP and healthy controls. This study demonstrated that PSP patient striatal and thalamic volume and shape are significantly different when compared with controls. Parkinsonian disorders could not be differentiated on volumetry or morphology, however there are trends for volumetric and morphological changes associated with PD, MSA, and PSP.


Subject(s)
Multiple System Atrophy , Parkinson Disease , Parkinsonian Disorders , Supranuclear Palsy, Progressive , Humans , Parkinson Disease/diagnostic imaging , Supranuclear Palsy, Progressive/diagnostic imaging , Multiple System Atrophy/diagnostic imaging , Parkinsonian Disorders/diagnostic imaging , Thalamus/diagnostic imaging , Thalamus/metabolism
18.
J Neurol Sci ; 454: 120821, 2023 11 15.
Article in English | MEDLINE | ID: mdl-37832378

ABSTRACT

OBJECTIVE: Midbrain atrophy is considered specific to progressive supranuclear palsy (PSP) compared with Parkinson's disease (PD). We aimed to determine how often midbrain atrophy is observed in pathologically diagnosed Lewy body disease (LBD) and clinically diagnosed PD and the robustness of midbrain atrophy assessed by the One-Line Method previously developed for the diagnosis of PSP. METHODS: We studied two separate cohorts with MRI: the first pathologically diagnosed cohort consisted of patients with LBD (n = 13), PSP (n = 6), multiple system atrophy (MSA, n = 7), and corticobasal degeneration (CBD, n = 2); the second cohort consisted of patients with PD (n = 122). Midbrain length was measured using the One-Line Method and FreeSurfer estimated volumes of the subcortical nuclei. RESULTS: The area under the curve of midbrain length differentiating PSP from LBD, MSA, and CBD in a pathologically diagnosed cohort was 0.91. Midbrain length with cut-off values of 10.5 mm and 9.5 mm had a sensitivity of 100% and 67% and a specificity of 68% and 96%, respectively. In the first cohort, 7.7% and 23.0% of patients with LBD showed midbrain lengths <9.5 mm and 10.5 mm, respectively, and in the second cohort, 4.9% and 19.7% showed midbrain lengths <9.5 mm and 10.5 mm, respectively. INTERPRETATION: Midbrain length measured using the One-Line Method is helpful in the diagnosis of PSP. Some cases of pathologically diagnosed LBD and clinically diagnosed PD present with midbrain atrophy.


Subject(s)
Lewy Body Disease , Multiple System Atrophy , Parkinson Disease , Supranuclear Palsy, Progressive , Humans , Parkinson Disease/diagnosis , Parkinson Disease/diagnostic imaging , Lewy Body Disease/diagnostic imaging , Lewy Body Disease/pathology , Supranuclear Palsy, Progressive/diagnostic imaging , Mesencephalon/diagnostic imaging , Mesencephalon/pathology , Multiple System Atrophy/diagnostic imaging , Multiple System Atrophy/pathology , Magnetic Resonance Imaging/methods , Diagnosis, Differential , Atrophy/pathology
19.
J Parkinsons Dis ; 13(7): 1239-1252, 2023.
Article in English | MEDLINE | ID: mdl-37742661

ABSTRACT

BACKGROUND: Cerebral small vessel disease (CSVD) has not been systematically studied in patients with multiple system atrophy (MSA). OBJECTIVE: We sought to explore whether MSA patients suffer from a heavier CSVD burden relative to healthy individuals and whether CSVD has a relationship with motor, cognitive, and emotional dysfunction in patients with MSA. METHODS: This study consecutively recruited 190 MSA patients and 190 matched healthy controls whose overall CSVD burden and single CSVD imaging markers (including white matter hyperintensity (WMH), microbleeds, lacunes, and enlarged perivascular spaces (EPVS)) were measured. Of the MSA patients, 118 completed multi-dimensional outcome assessments. Spearman's correlations and multivariable linear regressions were performed. RESULTS: We observed a greater burden of overall CSVD, WMH, and EPVS in MSA patients compared with controls, but not for microbleeds and lacunes. Motor dysfunction and cognitive impairment were significantly worse in subjects with severe CSVD than those with none-to-mild CSVD. In patients with MSA, the severity of CSVD burden was positively associated with motor impairments as measured by the Unified Multiple System Atrophy Rating Scale-II (ß= 2.430, p = 0.039) and Scale for the Assessment and Rating of Ataxia (ß= 1.882, p = 0.015). Of CSVD imaging markers, different associations with MSA outcomes were displayed. WMH was associated with motor, cognitive, and emotional deficits, while the EPVS in the centrum semiovale, basal ganglia, and hippocampus regions was correlated only with motor severity, anxiety, and cognition, respectively. Similar findings were noted in MSA-cerebellar and MSA-parkinsonian patients. CONCLUSIONS: Concomitant CSVD may be correlated with worse multi-dimensional dysfunction in patients with MSA.


Subject(s)
Cerebral Small Vessel Diseases , Multiple System Atrophy , Parkinson Disease , Humans , Multiple System Atrophy/complications , Multiple System Atrophy/diagnostic imaging , Magnetic Resonance Imaging , Parkinson Disease/complications , Cerebral Small Vessel Diseases/complications , Cerebral Small Vessel Diseases/diagnostic imaging , Cognition , Cerebral Hemorrhage/complications
20.
J Neural Transm (Vienna) ; 130(10): 1231-1240, 2023 10.
Article in English | MEDLINE | ID: mdl-37581647

ABSTRACT

Cognitive impairment (CI), previously considered as a non-supporting feature of multiple system atrophy (MSA), according to the second consensus criteria, is not uncommon in this neurodegenerative disorder that is clinically characterized by a variable combination of autonomic failure, levodopa-unresponsive parkinsonism, motor and cerebellar signs. Mild cognitive impairment (MCI), a risk factor for dementia, has been reported in up to 44% of MSA patients, with predominant impairment of executive functions/attention, visuospatial and verbal deficits, and a variety of non-cognitive and neuropsychiatric symptoms. Despite changing concept of CI in this synucleinopathy, the underlying pathophysiological mechanisms remain controversial. Recent neuroimaging studies revealed volume reduction in the left temporal gyrus, and in the dopaminergic nucleus accumbens, while other morphometric studies did not find any gray matter atrophy, in particular in the frontal cortex. Functional analyses detected decreased functional connectivity in the left parietal lobe, bilateral cuneus, left precuneus, limbic structures, and cerebello-cerebral circuit, suggesting that structural and functional changes in the subcortical limbic structures and disrupted cerebello-cerebral networks may be associated with early cognitive decline in MSA. Whereas moderate to severe CI in MSA in addition to prefrontal-striatal degeneration is frequently associated with cortical Alzheimer and Lewy co-pathologies, neuropathological studies of the MCI stage of MSA are unfortunately not available. In view of the limited structural and functional findings in MSA cases with MCI, further neuroimaging and neuropathological studies are warranted in order to better elucidate its pathophysiological mechanisms and to develop validated biomarkers as basis for early diagnosis and future adequate treatment modalities in order to prevent progression of this debilitating disorder.


Subject(s)
Cognitive Dysfunction , Multiple System Atrophy , Humans , Multiple System Atrophy/complications , Multiple System Atrophy/diagnostic imaging , Multiple System Atrophy/pathology , Magnetic Resonance Imaging/methods , Cognitive Dysfunction/diagnostic imaging , Cognitive Dysfunction/etiology , Cognitive Dysfunction/pathology , Neuroimaging/methods , Gray Matter/pathology , Atrophy/pathology , Brain/pathology
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