1
|
Roemer SN, Brendel M, Gnörich J, Malpetti M, Zaganjori M, Quattrone A, Gross M, Steward A, Dewenter A, Wagner F, Dehsarvi A, Ferschmann C, Wall S, Palleis C, Rauchmann BS, Katzdobler S, Jäck A, Stockbauer A, Fietzek UM, Bernhardt AM, Weidinger E, Zwergal A, Stöcklein S, Perneczky R, Barthel H, Sabri O, Levin J, Höglinger GU, Franzmeier N. Subcortical tau is linked to hypoperfusion in connected cortical regions in 4-repeat tauopathies. Brain 2024; 147:2428-2439. [PMID: 38842726 DOI: 10.1093/brain/awae174] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Revised: 02/07/2024] [Accepted: 04/28/2024] [Indexed: 06/07/2024] Open
Abstract
Four-repeat (4R) tauopathies are neurodegenerative diseases characterized by cerebral accumulation of 4R tau pathology. The most prominent 4R tauopathies are progressive supranuclear palsy (PSP) and corticobasal degeneration characterized by subcortical tau accumulation and cortical neuronal dysfunction, as shown by PET-assessed hypoperfusion and glucose hypometabolism. Yet, there is a spatial mismatch between subcortical tau deposition patterns and cortical neuronal dysfunction, and it is unclear how these two pathological brain changes are interrelated. Here, we hypothesized that subcortical tau pathology induces remote neuronal dysfunction in functionally connected cortical regions to test a pathophysiological model that mechanistically links subcortical tau accumulation to cortical neuronal dysfunction in 4R tauopathies. We included 51 Aβ-negative patients with clinically diagnosed PSP variants (n = 26) or corticobasal syndrome (n = 25) who underwent structural MRI and 18F-PI-2620 tau-PET. 18F-PI-2620 tau-PET was recorded using a dynamic one-stop-shop acquisition protocol to determine an early 0.5-2.5 min post tracer-injection perfusion window for assessing cortical neuronal dysfunction, as well as a 20-40 min post tracer-injection window to determine 4R-tau load. Perfusion-PET (i.e. early window) was assessed in 200 cortical regions, and tau-PET was assessed in 32 subcortical regions of established functional brain atlases. We determined tau epicentres as subcortical regions with the highest 18F-PI-2620 tau-PET signal and assessed the connectivity of tau epicentres to cortical regions of interest using a resting-state functional MRI-based functional connectivity template derived from 69 healthy elderly controls from the ADNI cohort. Using linear regression, we assessed whether: (i) higher subcortical tau-PET was associated with reduced cortical perfusion; and (ii) cortical perfusion reductions were observed preferentially in regions closely connected to subcortical tau epicentres. As hypothesized, higher subcortical tau-PET was associated with overall lower cortical perfusion, which remained consistent when controlling for cortical tau-PET. Using group-average and subject-level PET data, we found that the seed-based connectivity pattern of subcortical tau epicentres aligned with cortical perfusion patterns, where cortical regions that were more closely connected to the tau epicentre showed lower perfusion. Together, subcortical tau-accumulation is associated with remote perfusion reductions indicative of neuronal dysfunction in functionally connected cortical regions in 4R-tauopathies. This suggests that subcortical tau pathology may induce cortical dysfunction, which may contribute to clinical disease manifestation and clinical heterogeneity.
Collapse
Affiliation(s)
- Sebastian N Roemer
- Department of Neurology, University Hospital, LMU Munich, 81377 Munich, Germany
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, 81377 Munich, Germany
| | - Matthias Brendel
- Munich Cluster for Systems Neurology (SyNergy), 81377 Munich, Germany
- Department of Nuclear Medicine, University Hospital, LMU Munich, 81377 Munich, Germany
- German Center for Neurodegenerative Diseases (DZNE), 81377 Munich, Germany
| | - Johannes Gnörich
- Department of Nuclear Medicine, University Hospital, LMU Munich, 81377 Munich, Germany
| | - Maura Malpetti
- Department of Clinical Neurosciences, University of Cambridge, Cambridge CB2 1TN, UK
| | - Mirlind Zaganjori
- Department of Nuclear Medicine, University Hospital, LMU Munich, 81377 Munich, Germany
| | - Andrea Quattrone
- Institute of Neurology, Magna Graecia University, 88100 Catanzaro, Italy
| | - Mattes Gross
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, 81377 Munich, Germany
- Department of Nuclear Medicine, University Hospital, LMU Munich, 81377 Munich, Germany
| | - Anna Steward
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, 81377 Munich, Germany
| | - Anna Dewenter
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, 81377 Munich, Germany
| | - Fabian Wagner
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, 81377 Munich, Germany
| | - Amir Dehsarvi
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, 81377 Munich, Germany
| | - Christian Ferschmann
- Department of Nuclear Medicine, University Hospital, LMU Munich, 81377 Munich, Germany
| | - Stephan Wall
- Department of Nuclear Medicine, University Hospital, LMU Munich, 81377 Munich, Germany
| | - Carla Palleis
- Department of Neurology, University Hospital, LMU Munich, 81377 Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), 81377 Munich, Germany
- German Center for Neurodegenerative Diseases (DZNE), 81377 Munich, Germany
| | - Boris S Rauchmann
- Department of Neuroradiology, University Hospital, LMU Munich, 81377 Munich, Germany
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, 80336 Munich, Germany
| | - Sabrina Katzdobler
- Department of Neurology, University Hospital, LMU Munich, 81377 Munich, Germany
| | - Alexander Jäck
- Department of Neurology, University Hospital, LMU Munich, 81377 Munich, Germany
| | - Anna Stockbauer
- Department of Neurology, University Hospital, LMU Munich, 81377 Munich, Germany
| | - Urban M Fietzek
- Department of Neurology, University Hospital, LMU Munich, 81377 Munich, Germany
| | - Alexander M Bernhardt
- Department of Neurology, University Hospital, LMU Munich, 81377 Munich, Germany
- German Center for Neurodegenerative Diseases (DZNE), 81377 Munich, Germany
| | - Endy Weidinger
- Department of Neurology, University Hospital, LMU Munich, 81377 Munich, Germany
| | - Andreas Zwergal
- Department of Neurology, University Hospital, LMU Munich, 81377 Munich, Germany
- German Center for Vertigo and Balance Disorders (DSGZ), University Hospital, LMU Munich, 81377 Munich, Germany
| | - Sophia Stöcklein
- Department of Radiology, University Hospital, LMU Munich, 81377 Munich, Germany
| | - Robert Perneczky
- Munich Cluster for Systems Neurology (SyNergy), 81377 Munich, Germany
- German Center for Neurodegenerative Diseases (DZNE), 81377 Munich, Germany
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, 80336 Munich, Germany
- Ageing Epidemiology (AGE) Research Unit, School of Public Health, Imperial College London, London SW7 2BX, UK
- Sheffield Institute for Translational Neuroscience (SITraN), University of Sheffield, Sheffield S10 2HQ, UK
| | - Henryk Barthel
- Department of Nuclear Medicine, University Hospital of Leipzig, 04103 Leipzig, Germany
| | - Osama Sabri
- Department of Nuclear Medicine, University Hospital of Leipzig, 04103 Leipzig, Germany
| | - Johannes Levin
- Department of Neurology, University Hospital, LMU Munich, 81377 Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), 81377 Munich, Germany
- German Center for Neurodegenerative Diseases (DZNE), 81377 Munich, Germany
| | - Günter U Höglinger
- Department of Neurology, University Hospital, LMU Munich, 81377 Munich, Germany
- German Center for Neurodegenerative Diseases (DZNE), 81377 Munich, Germany
| | - Nicolai Franzmeier
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, 81377 Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), 81377 Munich, Germany
- Department of Psychiatry and Neurochemistry, University of Gothenburg, The Sahlgrenska Academy, Institute of Neuroscience and Physiology, SE 413 90 Mölndal and Gothenburg, Sweden
| |
Collapse
|
2
|
Boero G, Lauriero F, Fusillo D, Calvello R, Cianciulli A, Panaro MA, Moda P. 18F-FDG PET/CT in early phase of sporadic Creutzfeldt-Jacob disease: A case report. Clin Case Rep 2024; 12:e8974. [PMID: 38947537 PMCID: PMC11213690 DOI: 10.1002/ccr3.8974] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Revised: 03/19/2024] [Accepted: 05/12/2024] [Indexed: 07/02/2024] Open
Abstract
Key Clinical Message Creutzfeldt-Jakob disease is a neurodegenerative disorder caused by brain accumulation of a misfolded form of the cellular prion protein, whose diagnosis is challenging, particularly in early stages, due to the variability and nonspecificity of the clinical and radiological features. 18F-fluorodeoxyglucose positron-emitted tomography has the potential to be considered a crucial investigation in these patients, revealing metabolic abnormalities earlier than the conventional neuroimaging analysis. Abstract A 59-year-old man, the military officer, was referred to our Units for the onset of neurological symptoms rapidly evolving within a month, characterized by akinetic mutism, constructional apraxia, and disorders of spatial orientation. Brain 18F-fluorodeoxyglucose (18F-FDG) positron-emitted tomography (PET)/CT depicted an asymmetric hypometabolism in the left fronto-temporo-parietal cortex, as well as in the left thalamus and the right cerebellar hemisphere, while the glucose metabolism appears to be preserved in the somatosensory cortex and the basal ganglia. Laboratory routine analyses, cerebrospinal fluid routine, infective tests, electroencephalography (EEG), and brain magnetic resonance (MR) were all unremarkable. A positive RT-QuIC result on cerebro-spinal fluid (CSF) was subsequently shown, without any pathogenic gene mutations and, therefore, the result was consistent with a diagnosis of sporadic Creutzfeld-Jacob disease. The clinical evolution was quickly unfavorable, and the patient died about 4 months after hospital admission. FDG PET/computed tomography (CT) has the potential to be considered a crucial investigation in these patients, documenting metabolic changes long time before other diagnostic investigations such as CSF, EEG, brain CT, and brain MR, thus suggesting a greater sensitivity of glucose metabolic evaluation in the early stage of the disease in question.
Collapse
Affiliation(s)
| | - Filippo Lauriero
- Nuclear Medicine Unit, PET/CT CentreHospital “G. Moscati”TarantoItaly
| | | | - Rosa Calvello
- Department of Biosciences, Biotechnologies and EnvironmentUniversity of BariBariItaly
| | - Antonia Cianciulli
- Department of Biosciences, Biotechnologies and EnvironmentUniversity of BariBariItaly
| | | | - Piergianni Moda
- Nuclear Medicine Unit, PET/CT CentreHospital “G. Moscati”TarantoItaly
| |
Collapse
|
3
|
Beltrão TW, Maranhão EBDA, Correia VAG, de Albuquerque PM, Pinheiro MGM, Santos RAL, Nunes LEDB, Brandão SCS, Barbosa BJAP. Phenotypic and Positron Emission Tomography with [18F]fluordeoxyglucose (FDG PET) differences in corticobasal syndrome: comparison of two cases. Dement Neuropsychol 2024; 18:e20230085. [PMID: 38933079 PMCID: PMC11206225 DOI: 10.1590/1980-5764-dn-2023-0085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2023] [Revised: 02/21/2024] [Accepted: 02/29/2024] [Indexed: 06/28/2024] Open
Abstract
Corticobasal syndrome (CBS) is a rare cause of dementia and comprises varied combinations of subcortical signs (akinetic-rigid parkinsonism, dystonia, or myoclonus) with cortical signs (apraxia, alien hand or cortical sensory deficit), usually asymmetric. We aimed to report and compare the clinical and neuroimaging presentation of two patients diagnosed with CBS. While case 1 had severe non-fluent aphasia associated with mild apraxia and limb rigidity, case 2 had a more posterior cognitive impairment, with a different language pattern associated with marked visuospatial errors and hemineglect. FDG PET played a significant role in diagnosis, suggesting, in the first case, corticobasal degeneration and, in the second, Alzheimer's disease pattern. CBS has been widely studied with the advent of new in vivo methods such as brain FDG PET. Studies that deepen the phenotypic and biomarker heterogeneity of CBS will be of great importance for better classification, prognosis, and treatment of the condition.
Collapse
Affiliation(s)
- Thais Winkeler Beltrão
- Geriatrics Service, Hospital das Clínicas de Pernambuco, Empresa Brasileira de Serviços Hospitalares, Universidade Federal de Pernambuco, Recife PE, Brazil
| | - Eduardo Barbosa de Albuquerque Maranhão
- Academic Area of Neuropsychiatry, Centro de Ciências Médicas, Universidade Federal de Pernambuco, Recife PE, Brazil
- Afya Faculdade de Ciências Médicas de Jaboatão, Jaboatão dos Guararapes PE, Brazil
| | - Victor Adill Gomes Correia
- Academic Area of Neuropsychiatry, Centro de Ciências Médicas, Universidade Federal de Pernambuco, Recife PE, Brazil
| | - Pedro Mota de Albuquerque
- Academic Area of Neuropsychiatry, Centro de Ciências Médicas, Universidade Federal de Pernambuco, Recife PE, Brazil
| | | | | | | | - Simone Cristina Soares Brandão
- Nuclear Medicine Service, Hospital das Clínicas de Pernambuco, Empresa Brasileira de Serviços Hospitalares, Universidade Federal de Pernambuco, Recife PE, Brazil
- Academic Area of Clinical Medicine, Centro de Ciências Médicas, Universidade Federal de Pernambuco, Recife PE, Brazil
| | | |
Collapse
|
4
|
Imokawa T, Yokoyama K, Takahashi K, Oyama J, Tsuchiya J, Sanjo N, Tateishi U. Brain perfusion SPECT in dementia: what radiologists should know. Jpn J Radiol 2024:10.1007/s11604-024-01612-5. [PMID: 38888851 DOI: 10.1007/s11604-024-01612-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Accepted: 06/03/2024] [Indexed: 06/20/2024]
Abstract
The findings of brain perfusion single-photon emission computed tomography (SPECT), which detects abnormalities often before changes manifest in morphological imaging, mainly reflect neurodegeneration and contribute to dementia evaluation. A major shift is about to occur in dementia practice to the approach of diagnosing based on biomarkers and treating with disease-modifying drugs. Accordingly, brain perfusion SPECT will be required to serve as a biomarker of neurodegeneration. Hypoperfusion in Alzheimer's disease (AD) is typically seen in the posterior cingulate cortex and precuneus early in the disease, followed by the temporoparietal cortices. On the other hand, atypical presentations of AD such as the posterior variant, logopenic variant, frontal variant, and corticobasal syndrome exhibit hypoperfusion in areas related to symptoms. Additionally, hypoperfusion especially in the precuneus and parietal association cortex can serve as a predictor of progression from mild cognitive impairment to AD. In dementia with Lewy bodies (DLB), the differentiating feature is the presence of hypoperfusion in the occipital lobes in addition to that observed in AD. Hypoperfusion of the occipital lobe is not a remarkable finding, as it is assumed to reflect functional loss due to impairment of the cholinergic and dopaminergic systems rather than degeneration per se. Moreover, the cingulate island sign reflects the degree of AD pathology comorbid in DLB. Frontotemporal dementia is characterized by regional hypoperfusion according to the three clinical types, and the background pathology is diverse. Idiopathic normal pressure hydrocephalus shows apparent hypoperfusion around the Sylvian fissure and corpus callosum and apparent hyperperfusion in high-convexity areas. The cortex or striatum with diffusion restriction on magnetic resonance imaging in prion diseases reflects spongiform degeneration and brain perfusion SPECT reveals hypoperfusion in the same areas. Brain perfusion SPECT findings in dementia should be carefully interpreted considering background pathology.
Collapse
Affiliation(s)
- Tomoki Imokawa
- Department of Diagnostic Radiology, Tokyo Medical and Dental University, Bunkyo-Ku, Tokyo, Japan
- Department of Radiology, Japanese Red Cross Omori Hospital, Ota-Ku, Tokyo, Japan
| | - Kota Yokoyama
- Department of Diagnostic Radiology, Tokyo Medical and Dental University, Bunkyo-Ku, Tokyo, Japan.
| | - Kanae Takahashi
- Department of Diagnostic Radiology, Tokyo Medical and Dental University, Bunkyo-Ku, Tokyo, Japan
| | - Jun Oyama
- Department of Diagnostic Radiology, Tokyo Medical and Dental University, Bunkyo-Ku, Tokyo, Japan
| | - Junichi Tsuchiya
- Department of Diagnostic Radiology, Tokyo Medical and Dental University, Bunkyo-Ku, Tokyo, Japan
| | - Nobuo Sanjo
- Department of Neurology and Neurological Science, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, Bunkyo-Ku, Tokyo, Japan
| | - Ukihide Tateishi
- Department of Diagnostic Radiology, Tokyo Medical and Dental University, Bunkyo-Ku, Tokyo, Japan
| |
Collapse
|
5
|
Romero JP, Martínez-Benito A, de Noreña D, Hurtado-Martínez A, Sánchez-Cuesta FJ, González-Zamorano Y, Moreno-Verdú M. Combined non-invasive neuromodulation using transcranial direct current stimulation, motor imagery and action observation for motor, cognitive and functional recovery in cortico-basal degeneration: a single case study. EXCLI JOURNAL 2024; 23:714-726. [PMID: 38887394 PMCID: PMC11180953 DOI: 10.17179/excli2024-7027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Accepted: 04/24/2024] [Indexed: 06/20/2024]
Abstract
This case report presents a comprehensive assessment and therapeutic intervention using non-invasive motor cortex neuromodulation for a 70-year-old female patient diagnosed with corticobasal degeneration (CBD). The study followed the CARE guidelines. The patient meets the criteria for probable CBD, with neuroimaging evidence of exclusively cortical impairment. The patient underwent a non-invasive neuromodulation protocol involving transcranial direct current stimulation (tDCS) and action observation plus motor imagery (AO+MI). The neuromodulation protocol comprised 20 sessions involving tDCS over the primary motor cortex and combined AO+MI. Anodal tDCS was delivered a 2 mA excitatory current for 20 minutes. AO+MI focused on lower limb movements, progressing over four weeks with video observation and gradual execution, both weekly and monthly. The neuromodulation techniques were delivered online (i.e. applied simultaneously in each session). Outcome measures were obtained at baseline, post-intervention and follow-up (1 month later), and included motor (lower limb), cognitive/neuropsychological and functional assessments. Walking speed improvements were not observed, but balance (Berg Balance Scale) and functional strength (Five Times Sit-to-Stand Test) improved post-treatment. Long-term enhancements in attentional set-shifting, inhibitory control, verbal attentional span, and working memory were found. There was neurophysiological evidence of diminished intracortical inhibition. Functional changes included worsening in Cortico Basal Ganglia Functional Scale score. Emotional well-being and general health (SF-36) increased immediately after treatment but were not sustained, while Falls Efficacy Scale International showed only long-term improvement. The findings suggest potential benefits of the presented neuromodulation protocol for CBD patients, highlighting multifaceted outcomes in motor, cognitive, and functional domains.
Collapse
Affiliation(s)
- Juan Pablo Romero
- Brain Injury and Movement Disorders Neurorehabilitation Group (GINDAT), Francisco de Vitoria University, Pozuelo de Alarcón, 28223, Spain
- Facultad de Ciencias Experimentales, Universidad Francisco de Vitoria, Pozuelo de Alarcón, 28223, Spain
- Brain Damage Unit, Beata María Ana Hospital, Madrid, 28007, Spain
- Cognitive Neuroscience, Pain and Rehabilitation Research Group (NECODOR), Faculty of Health Sciences, Rey Juan Carlos University, Madrid, Spain
| | - Alexis Martínez-Benito
- Brain Injury and Movement Disorders Neurorehabilitation Group (GINDAT), Francisco de Vitoria University, Pozuelo de Alarcón, 28223, Spain
- Departamento de Fisioterapia, Centro Superior de Estudios Universitarios La Salle, Universidad Autónoma de Madrid, Madrid, Spain
| | - David de Noreña
- Brain Damage Unit, Beata María Ana Hospital, Madrid, 28007, Spain
| | - Alfonso Hurtado-Martínez
- Brain Injury and Movement Disorders Neurorehabilitation Group (GINDAT), Francisco de Vitoria University, Pozuelo de Alarcón, 28223, Spain
- Facultad de Ciencias Experimentales, Universidad Francisco de Vitoria, Pozuelo de Alarcón, 28223, Spain
| | - Francisco José Sánchez-Cuesta
- Brain Injury and Movement Disorders Neurorehabilitation Group (GINDAT), Francisco de Vitoria University, Pozuelo de Alarcón, 28223, Spain
- Facultad de Ciencias Experimentales, Universidad Francisco de Vitoria, Pozuelo de Alarcón, 28223, Spain
| | - Yeray González-Zamorano
- Brain Injury and Movement Disorders Neurorehabilitation Group (GINDAT), Francisco de Vitoria University, Pozuelo de Alarcón, 28223, Spain
- Cognitive Neuroscience, Pain and Rehabilitation Research Group (NECODOR), Faculty of Health Sciences, Rey Juan Carlos University, Madrid, Spain
- Escuela Internacional de Doctorado, Department of Physical Therapy, Occupational Therapy, Rehabilitation and Physical Medicine, Universidad Rey Juan Carlos, 28933 Alcorcón, Spain
- Department of Physical Therapy, Occupational Therapy, Rehabilitation and Physical Medicine, Universidad Rey Juan Carlos, 28933 Alcorcón, Spain
| | - Marcos Moreno-Verdú
- Brain Injury and Movement Disorders Neurorehabilitation Group (GINDAT), Francisco de Vitoria University, Pozuelo de Alarcón, 28223, Spain
- Brain, Action and Skill Laboratory (BAS-Lab), Institute of Neuroscience (Cognition and Systems Division), UC Louvain, 1200 Woluwe-Saint-Laimbert, Belgium
| |
Collapse
|
6
|
Holland N, Savulich G, Jones PS, Whiteside DJ, Street D, Swann P, Naessens M, Malpetti M, Hong YT, Fryer TD, Rittman T, Mulroy E, Aigbirhio FI, Bhatia KP, O'Brien JT, Rowe JB. Differential Synaptic Loss in β-Amyloid Positive Versus β-Amyloid Negative Corticobasal Syndrome. Mov Disord 2024. [PMID: 38671545 DOI: 10.1002/mds.29814] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Revised: 03/12/2024] [Accepted: 03/29/2024] [Indexed: 04/28/2024] Open
Abstract
BACKGROUND/OBJECTIVE The corticobasal syndrome (CBS) is a complex asymmetric movement disorder, with cognitive impairment. Although commonly associated with the primary 4-repeat-tauopathy of corticobasal degeneration, clinicopathological correlation is poor, and a significant proportion is due to Alzheimer's disease (AD). Synaptic loss is a pathological feature of many clinical and preclinical tauopathies. We therefore measured the degree of synaptic loss in patients with CBS and tested whether synaptic loss differed according to β-amyloid status. METHODS Twenty-five people with CBS, and 32 age-/sex-/education-matched healthy controls participated. Regional synaptic density was estimated by [11C]UCB-J non-displaceable binding potential (BPND), AD-tau pathology by [18F]AV-1451 BPND, and gray matter volume by T1-weighted magnetic resonance imaging. Participants with CBS had β-amyloid imaging with 11C-labeled Pittsburgh Compound-B ([11C]PiB) positron emission tomography. Symptom severity was assessed with the progressive supranuclear palsy-rating-scale, the cortical basal ganglia functional scale, and the revised Addenbrooke's Cognitive Examination. Regional differences in BPND and gray matter volume between groups were assessed by ANOVA. RESULTS Compared to controls, patients with CBS had higher [18F]AV-1451 uptake, gray matter volume loss, and reduced synaptic density. Synaptic loss was more severe and widespread in the β-amyloid negative group. Asymmetry of synaptic loss was in line with the clinically most affected side. DISCUSSION Distinct patterns of [11C]UCB-J and [18F]AV-1451 binding and gray matter volume loss, indicate differences in the pathogenic mechanisms of CBS according to whether it is associated with the presence of Alzheimer's disease or not. This highlights the potential for different therapeutic strategies in CBSs. © 2024 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.
Collapse
Affiliation(s)
- Negin Holland
- Department of Clinical Neurosciences, University of Cambridge, Cambridge Biomedical Campus, Cambridge, United Kingdom
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, United Kingdom
| | - George Savulich
- Department of Psychiatry, University of Cambridge, Cambridge Biomedical Campus, Cambridge, United Kingdom
| | - P Simon Jones
- Department of Clinical Neurosciences, University of Cambridge, Cambridge Biomedical Campus, Cambridge, United Kingdom
| | - David J Whiteside
- Department of Clinical Neurosciences, University of Cambridge, Cambridge Biomedical Campus, Cambridge, United Kingdom
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, United Kingdom
| | - Duncan Street
- Department of Clinical Neurosciences, University of Cambridge, Cambridge Biomedical Campus, Cambridge, United Kingdom
| | - Peter Swann
- Department of Psychiatry, University of Cambridge, Cambridge Biomedical Campus, Cambridge, United Kingdom
| | - Michelle Naessens
- Department of Clinical Neurosciences, University of Cambridge, Cambridge Biomedical Campus, Cambridge, United Kingdom
| | - Maura Malpetti
- Department of Clinical Neurosciences, University of Cambridge, Cambridge Biomedical Campus, Cambridge, United Kingdom
| | - Young T Hong
- Department of Clinical Neurosciences, University of Cambridge, Cambridge Biomedical Campus, Cambridge, United Kingdom
- Wolfson Brain Imaging Centre, University of Cambridge, Cambridge, United Kingdom
| | - Tim D Fryer
- Department of Clinical Neurosciences, University of Cambridge, Cambridge Biomedical Campus, Cambridge, United Kingdom
- Wolfson Brain Imaging Centre, University of Cambridge, Cambridge, United Kingdom
| | - Timothy Rittman
- Department of Clinical Neurosciences, University of Cambridge, Cambridge Biomedical Campus, Cambridge, United Kingdom
| | - Eoin Mulroy
- Department of Clinical and Movement Neurosciences, UCL Queen Square Institute of Neurology, London, United Kingdom
| | - Franklin I Aigbirhio
- Department of Clinical Neurosciences, University of Cambridge, Cambridge Biomedical Campus, Cambridge, United Kingdom
| | - Kailash P Bhatia
- Department of Clinical and Movement Neurosciences, UCL Queen Square Institute of Neurology, London, United Kingdom
| | - John T O'Brien
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, United Kingdom
- Department of Psychiatry, University of Cambridge, Cambridge Biomedical Campus, Cambridge, United Kingdom
| | - James B Rowe
- Department of Clinical Neurosciences, University of Cambridge, Cambridge Biomedical Campus, Cambridge, United Kingdom
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, United Kingdom
- Medical Research Council Cognition and Brain Sciences Unit, University of Cambridge, Cambridge, United Kingdom
| |
Collapse
|
7
|
Black JA, Pham NTT, Ali F, Machulda MM, Lowe VJ, Josephs KA, Whitwell JL. Frontal hypometabolism in the diagnosis of progressive supranuclear palsy clinical variants. J Neurol 2024:10.1007/s00415-024-12350-z. [PMID: 38632125 DOI: 10.1007/s00415-024-12350-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Revised: 03/24/2024] [Accepted: 03/25/2024] [Indexed: 04/19/2024]
Abstract
OBJECTIVE Frontal hypometabolism on FDG-PET is observed in progressive supranuclear palsy (PSP), although it is unclear whether it is a feature of all PSP clinical variants and hence whether it is a useful diagnostic feature. We aimed to compare the frequency, severity, and pattern of frontal hypometabolism across PSP variants and determine whether frontal hypometabolism is related to clinical dysfunction. METHODS Frontal hypometabolism in prefrontal, premotor, and sensorimotor cortices was visually graded on a 0-3 scale using CortexID Z-score images in 137 PSP patients. Frontal asymmetry was recorded. Severity scores were used to categorize patients as premotor-predominant, prefrontal-predominant, sensorimotor-predominant, mixed-predominance, or no regional predominance. Frontal ratings were compared across PSP clinical variants, and Spearman correlations were used to assess relationships with the Frontal Assessment Battery (FAB). RESULTS 97% showed evidence of frontal hypometabolism which was most common (100%) in the speech-language (PSP-SL), corticobasal (PSP-CBS), and frontal (PSP-F) variants and least common in the progressive gait freezing (PSP-PGF) variant (73%). PSP-SL and PSP-CBS showed more severe hypometabolism than Richardson's syndrome (PSP-RS), Parkinsonism (PSP-P), and PSP-PGF. A premotor-predominant pattern was most common in PSP-SL and PSP-CBS, with more mixed patterns in the other variants. Hypometabolism was most commonly asymmetric in PSP-SL, PSP-P, PSP-F and PSP-CBS. Worse hypometabolism in nearly all frontal regions correlated with worse scores on the FAB. CONCLUSIONS Frontal hypometabolism is a common finding in PSP, although it varies in severity and pattern across PSP variants and will likely be the most diagnostically useful in PSP-SL and PSP-CBS.
Collapse
Affiliation(s)
- Jack A Black
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | | | - Farwa Ali
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - Mary M Machulda
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
| | - Val J Lowe
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | | | | |
Collapse
|
8
|
Rodrigo S, Costi S, Ellul P, Aubart M, Boddaert N, Auvin S, Elmaleh M, Ntorkou A, Bader-Meunier B, Lebon V, Melki I, Chiron C. Brain 18 F-FDG PET reveals cortico-subcortical hypermetabolic dysfunction in juvenile neuropsychiatric systemic lupus erythematosus. EJNMMI Res 2024; 14:34. [PMID: 38564068 PMCID: PMC10987444 DOI: 10.1186/s13550-024-01088-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Accepted: 03/02/2024] [Indexed: 04/04/2024] Open
Abstract
BACKGROUND In juvenile systemic lupus erythematosus (j-SLE) with neuropsychiatric (NP) symptoms, there is a lack of diagnostic biomarkers. Thus, we study whether PET-FDG may identify any metabolic dysfunction in j-NPSLE. METHODS A total of 19 18FDG-PET exams were consecutively performed using PET-MRI system in 11 non-sedated patients presenting with j-NPSLE (11-18y) for less than 18 months (m) and without any significant lesion at MRI. Psychiatric symptoms were scored from 0 (none) to 3 (severe) at PET time. PET images were visually analyzed and voxel-based analyses of cerebral glucose metabolism were performed using statistical parametric mapping (spm) with an age-matched control group, at threshold set > 50 voxels using both p < 0.001 uncorrected (unc.) and p < 0.05 corrected family wise error (FWE). RESULTS Patients exhibited mainly psychiatric symptoms, with diffuse inflammatory j-NPSLE. First PET (n = 11) was performed at a mean of 15y of age, second/third PET (n = 7/n = 1) 6 to 19 m later. PET individual analysis detected focal bilateral anomalies in 13/19 exams visually but 19/19 using spm (unc.), mostly hypermetabolic areas (18/19). A total of 15% of hypermetabolic areas identified by spm had been missed visually. PET group analysis (n = 19) did not identify any hypometabolic area, but a large bilateral cortico-subcortical hypermetabolic pattern including, by statistical decreasing order (unc.), thalamus, subthalamic brainstem, cerebellum (vermis and cortex), basal ganglia, visual, temporal and frontal cortices. Mostly the subcortical hypermetabolism survived to FWE analysis, being most intense and extensive (51% of total volume) in thalamus and subthalamus brainstem. Hypermetabolism was strictly subcortical in the most severe NP subgroup (n = 8, scores 2-3) whereas it also extended to cerebral cortex, mostly visual, in the less severe subgroup (n = 11, scores 0-1), but difference was not significant. Longitudinal visual analysis was inconclusive due to clinical heterogeneity. CONCLUSIONS j-NPSLE patients showed a robust bilateral cortico-subcortical hypermetabolic network, focused subcortically, particularly in thalamus, proportionally to psychiatric features severity. Further studies with larger, but homogeneous, cohorts are needed to determine the sensitivity and specificity of this dysfunctional pattern as a potential biomarker in diffuse inflammatory j-NPSLE with normal brain MRI.
Collapse
Affiliation(s)
- Sebastian Rodrigo
- CEA, SHFJ (Frederic Joliot Hospital), Orsay, France
- Biomedical Multimodal Imaging (BioMaps) Laboratory, CEA, INSERM, CNRS, and Paris-Saclay University, Orsay, France
| | - Stefania Costi
- Pediatric Rheumatology Unit, ASST-PINI-CTO (Regional Health Care and Social Agency Gaetano Pini), Milan, Italy
| | - Pierre Ellul
- Child and Adolescent Psychiatry, APHP, Robert Debré Hospital, Paris-Cité University, Paris, France
- Immunology-Immunopathology-Immunotherapy (i3) Laboratory, INSERM UMR-S 959 and Sorbonne University, Paris, France
| | - Melodie Aubart
- Pediatric Neurology, APHP, Hospital Necker for Sick Children, Paris-Cité University, Paris, France
- INSERM U1163, Imagine Institute, Paris, France
| | - Nathalie Boddaert
- INSERM U1163, Imagine Institute, Paris, France
- Pediatric Radiology, APHP, Hospital Necker for Sick Children, Paris-Cité University, Paris, France
| | - Stephane Auvin
- Pediatric Neurology, APHP, Robert Debré Hospital, Paris-Cité University, Institut Universitaire de France (IUF), Paris, France
| | - Monique Elmaleh
- Pediatric Radiology, APHP, Robert Debré Hospital, Paris-Cité University, Paris, France
- INSERM U1141 Neurodiderot and Neurospin Institute, Paris, France
| | - Alexandra Ntorkou
- Pediatric Radiology, APHP, Robert Debré Hospital, Paris-Cité University, Paris, France
| | - Brigitte Bader-Meunier
- INSERM U1163, Imagine Institute, Paris, France
- Pediatric Immunology and Rhumatology, APHP, Hospital Necker for Sick Children, Paris, France
| | - Vincent Lebon
- CEA, SHFJ (Frederic Joliot Hospital), Orsay, France
- Biomedical Multimodal Imaging (BioMaps) Laboratory, CEA, INSERM, CNRS, and Paris-Saclay University, Orsay, France
| | - Isabelle Melki
- INSERM U1163, Imagine Institute, Paris, France
- Robert Debré Hospital, General Pediatrics, Infectious Disease and Internal Medicine Department, Reference center for Rheumatic, APHP, AutoImmune and Systemic diseases in children (RAISE), Paris, France
- Paediatrics, Rheumatology and Paediatric Internal Medicine, Children's Hospital, Bordeaux, France
| | - Catherine Chiron
- CEA, SHFJ (Frederic Joliot Hospital), Orsay, France.
- Pediatric Neurology, APHP, Hospital Necker for Sick Children, Paris-Cité University, Paris, France.
- INSERM U1141 Neurodiderot and Neurospin Institute, Paris, France.
- Service Hospitalier Frederic Joliot (INSERM U1141), 4 Place du General Leclerc, Orsay, 91400, France.
| |
Collapse
|
9
|
Scotton WJ, Shand C, Todd EG, Bocchetta M, Cash DM, VandeVrede L, Heuer HW, Young AL, Oxtoby N, Alexander DC, Rowe JB, Morris HR, Boxer AL, Rohrer JD, Wijeratne PA. Distinct spatiotemporal atrophy patterns in corticobasal syndrome are associated with different underlying pathologies. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.03.14.24304298. [PMID: 38562801 PMCID: PMC10984071 DOI: 10.1101/2024.03.14.24304298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
Objective To identify imaging subtypes of the cortico-basal syndrome (CBS) based solely on a data-driven assessment of MRI atrophy patterns, and investigate whether these subtypes provide information on the underlying pathology. Methods We applied Subtype and Stage Inference (SuStaIn), a machine learning algorithm that identifies groups of individuals with distinct biomarker progression patterns, to a large cohort of 135 CBS cases (52 had a pathological or biomarker defined diagnosis) and 252 controls. The model was fit using volumetric features extracted from baseline T1-weighted MRI scans and validated using follow-up MRI. We compared the clinical phenotypes of each subtype and investigated whether there were differences in associated pathology between the subtypes. Results SuStaIn identified two subtypes with distinct sequences of atrophy progression; four-repeat-tauopathy confirmed cases were most commonly assigned to the Subcortical subtype (83% of CBS-PSP and 75% of CBS-CBD), while CBS-AD was most commonly assigned to the Fronto-parieto-occipital subtype (81% of CBS-AD). Subtype assignment was stable at follow-up (98% of cases), and individuals consistently progressed to higher stages (100% stayed at the same stage or progressed), supporting the model's ability to stage progression. Interpretation By jointly modelling disease stage and subtype, we provide data-driven evidence for at least two distinct and longitudinally stable spatiotemporal subtypes of atrophy in CBS that are associated with different underlying pathologies. In the absence of sensitive and specific biomarkers, accurately subtyping and staging individuals with CBS at baseline has important implications for screening on entry into clinical trials, as well as for tracking disease progression.
Collapse
Affiliation(s)
- W J Scotton
- Dementia Research Centre, Department of Neurodegenerative Disease, University College London Queen Square Institute of Neurology, University College London, London, UK
| | - C Shand
- Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK
| | - E G Todd
- Dementia Research Centre, Department of Neurodegenerative Disease, University College London Queen Square Institute of Neurology, University College London, London, UK
| | - M Bocchetta
- Dementia Research Centre, Department of Neurodegenerative Disease, University College London Queen Square Institute of Neurology, University College London, London, UK
- Centre for Cognitive and Clinical Neuroscience, Division of Psychology, Department of Life Sciences, College of Health, Medicine and Life Sciences, Brunel University London, London, UK
| | - D M Cash
- Dementia Research Centre, Department of Neurodegenerative Disease, University College London Queen Square Institute of Neurology, University College London, London, UK
| | - L VandeVrede
- Department of Neurology, Memory and Aging Center, University of California, San Francisco, CA, USA
| | - H W Heuer
- Department of Neurology, Memory and Aging Center, University of California, San Francisco, CA, USA
| | - A L Young
- Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK
| | - N Oxtoby
- Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK
| | - D C Alexander
- Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK
| | - J B Rowe
- Cambridge University Department of Clinical Neurosciences and Cambridge University Hospitals NHS Trust
- Medical Research Council Cognition and Brain Sciences Unit, Cambridge UK
| | - H R Morris
- Department of Clinical and Movement Neurosciences, University College London Queen Square Institute of Neurology, London, UK
- Movement Disorders Centre, University College London Queen Square Institute of Neurology, London, UK
| | - A L Boxer
- Centre for Cognitive and Clinical Neuroscience, Division of Psychology, Department of Life Sciences, College of Health, Medicine and Life Sciences, Brunel University London, London, UK
| | - J D Rohrer
- Dementia Research Centre, Department of Neurodegenerative Disease, University College London Queen Square Institute of Neurology, University College London, London, UK
| | - P A Wijeratne
- Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK
- Department of Informatics, University of Sussex, Brighton, BN1 9RH, UK
| |
Collapse
|
10
|
Jellinger KA. The enigma of depression in corticobasal degeneration, a frequent but poorly understood co-morbidity. J Neural Transm (Vienna) 2024; 131:195-202. [PMID: 38216704 DOI: 10.1007/s00702-023-02731-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Accepted: 12/15/2023] [Indexed: 01/14/2024]
Abstract
Depression is one of the most frequent neuropsychiatric symptoms in corticobasal degeneration (CBD), a rare, sporadic, and late-onset progressive neurodegenerative disorder of unknown etiology. It is clinically characterized by a levodopa-poorly responsible akinetic-rigid syndrome, apraxia, limb dystonia, cognitive, mood, behavioral, and language disorders. This 4-repeat (4R) tauopathy is morphologically featured by asymmetric frontoparietal atrophy, neuronal loss, and gliosis in cortex and subcortex including substantia nigra, ballooned/achromatic neurons with filamentous 4R tau aggregates in cortex and striatum, widespread thread-like structures, pathognomonic "astroglial plaques", "tufted astrocytes", and numerous "coiled bodies" (in astrocytes and oligodendroglia) in cerebral white matter. CBD is non-specific, as pathologically proven cases include several clinical phenotypes. Pubmed and Google Scholar were systematically analyzed until October 2023, with focus on the prevalence, clinical manifestation, neuroimaging data, and treatment options of depression in CBD. Its prevalence is about 30-40% which is more frequent than in most other atypical parkinsonian syndromes. Depression usually does not correlate with motor and other clinical parameters, suggesting different pathophysiological mechanisms. Asymmetric atrophy and hypometabolism of frontoparietal cortical areas are associated with disruption of fronto-subcortical circuits, nigrostriatal dopaminergic, and cholinergic deficiency. Since no specific neuroimaging, neuropathological, or biomarker studies of depression in CBD are available, its pathobiological mechanisms and pathogenesis are poorly understood. Antidepressive therapy may be useful, but is often poorly tolerated. Depression in CBD, like in other parkinsonian syndromes, may be related to multi-regional patterns of cerebral disturbances and complex pathogenic mechanisms that deserve further elucidation as a basis for early diagnosis and adequate treatment to improve the quality of life in this fatal disease.
Collapse
Affiliation(s)
- Kurt A Jellinger
- Institute of Clinical Neurobiology, Alberichgasse 5/13, 1150, Vienna, Austria.
| |
Collapse
|
11
|
Frisoni GB, Festari C, Massa F, Cotta Ramusino M, Orini S, Aarsland D, Agosta F, Babiloni C, Borroni B, Cappa SF, Frederiksen KS, Froelich L, Garibotto V, Haliassos A, Jessen F, Kamondi A, Kessels RP, Morbelli SD, O'Brien JT, Otto M, Perret-Liaudet A, Pizzini FB, Vandenbulcke M, Vanninen R, Verhey F, Vernooij MW, Yousry T, Boada Rovira M, Dubois B, Georges J, Hansson O, Ritchie CW, Scheltens P, van der Flier WM, Nobili F. European intersocietal recommendations for the biomarker-based diagnosis of neurocognitive disorders. Lancet Neurol 2024; 23:302-312. [PMID: 38365381 DOI: 10.1016/s1474-4422(23)00447-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Revised: 10/30/2023] [Accepted: 11/13/2023] [Indexed: 02/18/2024]
Abstract
The recent commercialisation of the first disease-modifying drugs for Alzheimer's disease emphasises the need for consensus recommendations on the rational use of biomarkers to diagnose people with suspected neurocognitive disorders in memory clinics. Most available recommendations and guidelines are either disease-centred or biomarker-centred. A European multidisciplinary taskforce consisting of 22 experts from 11 European scientific societies set out to define the first patient-centred diagnostic workflow that aims to prioritise testing for available biomarkers in individuals attending memory clinics. After an extensive literature review, we used a Delphi consensus procedure to identify 11 clinical syndromes, based on clinical history and examination, neuropsychology, blood tests, structural imaging, and, in some cases, EEG. We recommend first-line and, if needed, second-line testing for biomarkers according to the patient's clinical profile and the results of previous biomarker findings. This diagnostic workflow will promote consistency in the diagnosis of neurocognitive disorders across European countries.
Collapse
Affiliation(s)
- Giovanni B Frisoni
- Laboratory of Neuroimaging of Aging (LANVIE), University of Geneva, Geneva, Switzerland; Geneva Memory Center, Department of Rehabilitation and Geriatrics, Geneva University Hospitals, Geneva, Switzerland.
| | - Cristina Festari
- Laboratory of Alzheimer's Neuroimaging and Epidemiology, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy
| | - Federico Massa
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health (DINOGMI), University of Genoa, Genoa, Italy; IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Matteo Cotta Ramusino
- Unit of Behavioral Neurology and Dementia Research Center (DRC), IRCCS Mondino Foundation, Pavia, Italy
| | - Stefania Orini
- Alzheimer's Unit-Memory Clinic, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy; Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
| | - Dag Aarsland
- Centre for Age-Related Medicine, Stavanger University Hospital, Stavanger, Norway; UK Dementia Research Institute, Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Federica Agosta
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy
| | - Claudio Babiloni
- Department of Physiology and Pharmacology "V Erspamer", Sapienza University of Rome, Rome, Italy; Hospital San Raffaele of Cassino, Cassino, Italy
| | - Barbara Borroni
- Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy; Department of Continuity of Care and Frailty, ASST Spedali Civili, Brescia, Italy
| | - Stefano F Cappa
- Centro Ricerca sulle Demenze, IRCCS Mondino Foundation, Pavia, Italy; University Institute for Advanced Studies (IUSS), Pavia, Italy
| | - Kristian S Frederiksen
- Danish Dementia Research Centre, Department of Neurology, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark; Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Lutz Froelich
- Department of Geriatric Psychiatry, Central Institute of Mental Health Mannheim, Medical Faculty Mannheim, University of Heidelberg, Heidelberg, Germany
| | - Valentina Garibotto
- Laboratory of Neuroimaging and Innovative Molecular Tracers (NIMTlab), Geneva University Neurocenter and Faculty of Medicine, University of Geneva, Geneva, Switzerland; Division of Nuclear Medicine and Molecular Imaging, Geneva University Hospitals, Geneva, Switzerland; CIBM Center for Biomedical Imaging, Geneva, Switzerland
| | | | - Frank Jessen
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany; Department of Psychiatry, University of Cologne, Medical Faculty, Cologne, Germany; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), University of Cologne, Cologne, Germany
| | - Anita Kamondi
- National Institute of Mental Health, Neurology and Neurosurgery, Budapest, Hungary; Department of Neurology, Semmelweis University, Budapest, Hungary
| | - Roy Pc Kessels
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, Netherlands; Radboud UMC Alzheimer Center and Department of Medical Psychology, Radboud University Medical Center, Nijmegen, Netherlands; Vincent van Gogh Institute for Psychiatry, Venray, Netherlands
| | - Silvia D Morbelli
- Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy; IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - John T O'Brien
- Department of Psychiatry, School of Clinical Medicine, University of Cambridge, Cambridge, UK
| | - Markus Otto
- Department of Neurology, Martin Luther University of Halle-Wittenberg, Halle (Saale), Germany
| | | | - Francesca B Pizzini
- Department of Diagnostic and Public Health, Verona University Hospital, Verona University, Verona, Italy
| | - Mathieu Vandenbulcke
- Department of Neurosciences, KU Leuven, Leuven, Belgium; Department of Geriatric Psychiatry, University Psychiatric Centre KU Leuven, Leuven-Kortenberg, Belgium
| | - Ritva Vanninen
- University of Eastern Finland and Kuopio University Hospital, Kuopio, Finland
| | - Frans Verhey
- Department of Psychiatry and Neuropsychology-Alzheimer Centre Limburg, School for Mental Health and Neuroscience, Maastricht University, Maastricht, Netherlands
| | - Meike W Vernooij
- Department of Epidemiology and Department of Radiology and Nuclear Medicine Erasmus MC University Medical Center, Rotterdam, Netherlands
| | - Tarek Yousry
- Lysholm Department of Neuroradiology and the Neuroradiological Academic Unit, Department of Brain Repair and Rehabilitation, University College London Hospitals NHS Foundation Trust National Hospital for Neurology and Neurosurgery, London, UK
| | - Mercè Boada Rovira
- Fundació ACE, Institut Català de Neurociències Aplicades, Barcelona, Spain
| | - Bruno Dubois
- Institut de La Mémoire et de La Maladie d'Alzheimer, Neurology Department, Salpêtrière Hospital, Assistance Publique-Hôpital de Paris, Paris, France; Sorbonne University, Paris, France
| | | | - Oskar Hansson
- Clinical Memory Research Unit, Department of Clinical Sciences, Lund University, Malmö, Sweden; Memory Clinic, Skåne University Hospital, Malmö, Sweden
| | - Craig W Ritchie
- Edinburgh Dementia Prevention, Centre for Clinical Brain Sciences, Western General Hospital, University of Edinburgh, Edinburgh, UK; Brain Health Scotland, Edinburgh, UK
| | - Philip Scheltens
- Alzheimer Center Amsterdam, Department of Neurology, Amsterdam Neuroscience, Amsterdam UMC, Amsterdam, Netherlands
| | - Wiesje M van der Flier
- Alzheimer Center Amsterdam, Department of Neurology, Amsterdam Neuroscience, Amsterdam UMC, Amsterdam, Netherlands; Amsterdam Neuroscience-Neurodegeneration, Amsterdam, Netherlands; Epidemiology and Data Science, Vrije Universiteit Amsterdam, Amsterdam UMC location VUmc, Amsterdam, Netherlands
| | - Flavio Nobili
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health (DINOGMI), University of Genoa, Genoa, Italy; IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| |
Collapse
|
12
|
Parmera JB, de Godoi Carneiro C, de Almeida IJ, de Oliveira MCB, Barbosa PM, Studart-Neto A, Ono CR, Nitrini R, Buchpiguel CA, Barbosa ER, Brucki SMD, Coutinho AM. Probable 4-Repeat Tauopathy Criteria Predict Brain Amyloid Negativity, Distinct Clinical Features, and FDG-PET/MRI Neurodegeneneration Patterns in Corticobasal Syndrome. Mov Disord Clin Pract 2024; 11:238-247. [PMID: 38155526 DOI: 10.1002/mdc3.13959] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Revised: 10/29/2023] [Accepted: 11/29/2023] [Indexed: 12/30/2023] Open
Abstract
BACKGROUND Corticobasal syndrome (CBS) is associated with diverse underlying pathologies, including the four-repeat (4R)-tauopathies. The Movement Disorders Society (MDS) criteria for progressive supranuclear palsy (PSP) proposed the novel category "probable 4R-tauopathy" to address the phenotypic overlap between PSP and corticobasal degeneration (CBD). OBJECTIVES To investigate the clinical ability of the MDS-PSP criteria for probable 4R-tauopathy in predicting a negative amyloid-PET in CBS. Additionally, this study aims to explore CBS patients classified as 4R-tauopathy concerning their clinical features and neuroimaging degeneration patterns. METHODS Thirty-two patients with probable CBS were prospectively evaluated and split into those who fulfilled or did not fulfill the 4R-tauopathy criteria (CBS-4RT+ vs. CBS-4RT-). All patients underwent positron emission tomographies (PET) with [18 F]fluorodeoxyglucose and [11 C]Pittsburgh Compound-B (PIB) on a hybrid PET-MRI scanner to perform multimodal quantitative comparisons with a control group. RESULTS Eleven patients were clinically classified as CBS-4RT+, and only one had a positive PIB-PET. The CBS-4RT+ classification had 92% specificity, 52% sensitivity, and 69% accuracy in predicting a negative PIB-PET. The CBS-4RT+ group presented with dysarthria and perseveration more often than the CBS-4RT- group. Moreover, the CBS-4RT+ group showed a prominent frontal hypometabolism extending to the supplementary motor area and striatum, and brain atrophy at the anterior cingulate and bilateral striata. CONCLUSIONS The 4R-tauopathy criteria were highly specific in predicting a negative amyloid-PET in CBS. Patients classified as 4R-tauopathy presented distinct clinical aspects, as well as brain metabolism and atrophy patterns previously associated with tauopathies.
Collapse
Affiliation(s)
- Jacy Bezerra Parmera
- Department of Neurology, Hospital das Clínicas, Faculdade de Medicina da Universidade de São Paulo (HC-FMUSP), São Paulo, Brazil
| | - Camila de Godoi Carneiro
- Laboratory of Nuclear Medicine (LIM 43), Nuclear Medicine Division and Institute of Radiology, Hospital das Clínicas, Faculdade de Medicina da Universidade de São Paulo (HC-FMUSP), São Paulo, Brazil
| | - Isabel Junqueira de Almeida
- Department of Physical Therapy, Speech, and Occupational Therapy, Hospital das Clínicas, Faculdade de Medicina da Universidade de São Paulo (HC-FMUSP), São Paulo, Brazil
| | | | - Pedro Melo Barbosa
- Department of Neurology, Hospital das Clínicas, Faculdade de Medicina da Universidade de São Paulo (HC-FMUSP), São Paulo, Brazil
| | - Adalberto Studart-Neto
- Department of Neurology, Hospital das Clínicas, Faculdade de Medicina da Universidade de São Paulo (HC-FMUSP), São Paulo, Brazil
| | - Carla Rachel Ono
- Laboratory of Nuclear Medicine (LIM 43), Nuclear Medicine Division and Institute of Radiology, Hospital das Clínicas, Faculdade de Medicina da Universidade de São Paulo (HC-FMUSP), São Paulo, Brazil
| | - Ricardo Nitrini
- Department of Neurology, Hospital das Clínicas, Faculdade de Medicina da Universidade de São Paulo (HC-FMUSP), São Paulo, Brazil
| | - Carlos Alberto Buchpiguel
- Laboratory of Nuclear Medicine (LIM 43), Nuclear Medicine Division and Institute of Radiology, Hospital das Clínicas, Faculdade de Medicina da Universidade de São Paulo (HC-FMUSP), São Paulo, Brazil
| | - Egberto Reis Barbosa
- Department of Neurology, Hospital das Clínicas, Faculdade de Medicina da Universidade de São Paulo (HC-FMUSP), São Paulo, Brazil
| | - Sonia Maria Dozzi Brucki
- Department of Neurology, Hospital das Clínicas, Faculdade de Medicina da Universidade de São Paulo (HC-FMUSP), São Paulo, Brazil
| | - Artur Martins Coutinho
- Laboratory of Nuclear Medicine (LIM 43), Nuclear Medicine Division and Institute of Radiology, Hospital das Clínicas, Faculdade de Medicina da Universidade de São Paulo (HC-FMUSP), São Paulo, Brazil
| |
Collapse
|
13
|
Kim MS, Park DG, Shin IJ, An YS, Yoon JH. The Role of Dual-Phase 18 F-FP-CIT PET to Early Diagnosis of Corticobasal Syndrome. Clin Nucl Med 2024; 49:124-130. [PMID: 38015725 DOI: 10.1097/rlu.0000000000004979] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2023]
Abstract
BACKGROUND Corticobasal syndrome (CBS) is a neurodegeneration characterized by asymmetric parkinsonism, dystonia, myoclonus, and apraxia. In the early stage, CBS presents with asymmetric parkinsonism and cortical symptoms (apraxia and alien hand), and neuroimaging finding is often vague, making early clinical differentiation from idiopathic Parkinson disease (IPD) challenging. This study was performed to delineate the specific patterns of cortical hypoperfusion, dopamine transporter (DAT) uptake using dual-phase FP-CIT PET in discriminating between CBS and IPD at early stage. PATIENTS AND METHODS The study enrolled clinically diagnosed CBS (n = 11) and IPD (n = 22) patients (age and sex matched). All participants underwent dual-phase 18 F-FP-CIT PET, and regional SUV ratio (SUVR) was obtained by semiquantitative analysis. The early perfusion imaging and DAT imaging were compared between groups. RESULTS The regional SUVRs (early phase) of the frontal lobe, thalamus, cingulate, and caudate were significantly lower in patients with CBS, whereas the SUVR of occipital lobe was lower in the IPD group. The CBS group exhibited more prominent asymmetry than the IPD group, particularly in the perirolandic area, superior frontal gyrus, and anterior parietal lobe in early phase PET. Striatal DAT uptake (delayed phase) revealed that the caudate showed lower SUVR and prominent asymmetry in the CBS group, and the caudate-to-putamen ratio (CP ratio) was significantly lower in CBS patients ( P < 0.001). Among the parameters (early and delayed), the CP ratio in DAT exhibited the most powerful discriminative power from receiver operating characteristic curve comparison (area under curve = 0.983). CONCLUSIONS This study demonstrated that the dual-phase FP-CIT PET is useful in differentiating CBS and IPD in the early stage of the disease, and a lower CP ratio of DAT imaging is highly informative for distinguishing between corticobasal degeneration and IPD.
Collapse
Affiliation(s)
| | - Dong Gueu Park
- From the Department of Neurology, Ajou University School of Medicine, Suwon
| | - In Ja Shin
- From the Department of Neurology, Ajou University School of Medicine, Suwon
| | - Young Sil An
- Department of Nuclear Medicine, Ajou University School of Medicine, Suwon, South Korea
| | - Jung Han Yoon
- From the Department of Neurology, Ajou University School of Medicine, Suwon
| |
Collapse
|
14
|
Moccia L, di Luzio M, Conte E, Modica M, Ambrosecchia M, Ardizzi M, Lanzotti P, Kotzalidis GD, Janiri D, Di Nicola M, Janiri L, Gallese V, Sani G. Sense of agency and its disturbances: A systematic review targeting the intentional binding effect in neuropsychiatric disorders. Psychiatry Clin Neurosci 2024; 78:3-18. [PMID: 37755315 DOI: 10.1111/pcn.13601] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 07/12/2023] [Accepted: 09/19/2023] [Indexed: 09/28/2023]
Abstract
Sense of agency (SoA) indicates a person's ability to perceive her/his own motor acts as actually being her/his and, through them, to exert control over the course of external events. Disruptions in SoA may profoundly affect the individual's functioning, as observed in several neuropsychiatric disorders. This is the first article to systematically review studies that investigated intentional binding (IB), a quantitative proxy for SoA measurement, in neurological and psychiatric patients. Eligible were studies of IB involving patients with neurological and/or psychiatric disorders. We included 15 studies involving 692 individuals. Risk of bias was low throughout studies. Abnormally increased action-outcome binding was found in schizophrenia and in patients with Parkinson's disease taking dopaminergic medications or reporting impulsive-compulsive behaviors. A decreased IB effect was observed in Tourette's disorder and functional movement disorders, whereas increased action-outcome binding was found in patients with the cortico-basal syndrome. The extent of IB deviation from healthy control values correlated with the severity of symptoms in several disorders. Inconsistent effects were found for autism spectrum disorders, anorexia nervosa, and borderline personality disorder. Findings pave the way for treatments specifically targeting SoA in neuropsychiatric disorders where IB is altered.
Collapse
Affiliation(s)
- Lorenzo Moccia
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Rome, Italy
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Michelangelo di Luzio
- Child and Adolescent Neuropsychiatry Unit, Bambino Gesù Children's Hospital IRCCS, Rome, Italy
| | - Eliana Conte
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Marco Modica
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Marianna Ambrosecchia
- Department of Medicine and Surgery, Unit of Neuroscience, University of Parma, Parma, Italy
| | - Martina Ardizzi
- Department of Medicine and Surgery, Unit of Neuroscience, University of Parma, Parma, Italy
| | - Pierluigi Lanzotti
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Georgios D Kotzalidis
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Rome, Italy
- NESMOS Department, University of Rome La Sapienza, Faculty of Medicine and Psychology, Sant'Andrea University Hospital, Rome, Italy
| | - Delfina Janiri
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Rome, Italy
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Marco Di Nicola
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Rome, Italy
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Luigi Janiri
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Rome, Italy
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Vittorio Gallese
- Department of Medicine and Surgery, Unit of Neuroscience, University of Parma, Parma, Italy
- Italian Academy for Advanced Studies in America at Columbia University, New York, New York, USA
| | - Gabriele Sani
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Rome, Italy
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| |
Collapse
|
15
|
Jellinger KA. Pathomechanisms of cognitive and behavioral impairment in corticobasal degeneration. J Neural Transm (Vienna) 2023; 130:1509-1522. [PMID: 37659990 DOI: 10.1007/s00702-023-02691-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Accepted: 08/23/2023] [Indexed: 09/04/2023]
Abstract
Corticobasal degeneration (CBD) is a rare, sporadic, late-onset progressive neurodegenerative disorder of unknown etiology, clinically characterized by an akinetic-rigid syndrome, behavior and personality disorders, language problems (aphasias), apraxia, executive and cognitive abnormalities and limb dystonia. The syndrome is not specific, as clinical features of pathologically proven CBD include several phenotypes. This 4-repeat (4R) tauopathy is morphologically featured by often asymmetric frontoparietal atrophy, ballooned/achromatic neurons containing filamentous 4R-tau aggregates in cortex and striatum, thread-like processes that are more widespread than in progressive supranuclear palsy (PSP), pathognomonic "astroglial plaques", and numerous inclusions in both astrocytes and oligodendroglia ("coiled bodies") in the white matter. Cognitive deficits in CBD are frequent initial presentations before onset of motor symptoms, depending on the phenotypic variant. They predominantly include executive and visuospatial dysfunction, sleep disorders and language deficits with usually preserved memory domains. Neuroimaging studies showed heterogenous locations of brain atrophy, particularly contralateral to the dominant symptoms, with disruption of striatal connections to prefrontal cortex and basal ganglia circuitry. Asymmetric hypometabolism, mainly involving frontal and parietal regions, is associated with brain cholinergic deficits, and dopaminergic nigrostriatal degeneration. Widespread alteration of cortical and subcortical structures causing heterogenous changes in various brain functional networks support the concept that CBD, similar to PSP, is a brain network disruption disorder. Putative pathogenic factors are hyperphosphorylated tau-pathology, neuroinflammation and oxidative injury, but the basic mechanisms of cognitive impairment in CBD, as in other degenerative movement disorders, are complex and deserve further elucidation as a basis for early diagnosis and adequate treatment of this fatal disorder.
Collapse
Affiliation(s)
- Kurt A Jellinger
- Institute of Clinical Neurobiology, Alberichgasse 5/13, 1150, Vienna, Austria.
| |
Collapse
|
16
|
El Ouartassi A, Giordana C, Schiazza A, Chardin D, Darcourt J. [ 18F]-FDopa positron emission tomography imaging in corticobasal syndrome. Brain Imaging Behav 2023; 17:619-627. [PMID: 37474673 DOI: 10.1007/s11682-023-00789-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/30/2023] [Indexed: 07/22/2023]
Abstract
PURPOSE First, to investigate the patterns of [18F]-FDOPA positron emission tomography imaging in corticobasal syndrome using visual and semi-quantitative analysis and to compare them with patterns found in Parkinson's disease and progressive supranuclear palsy. Then, to search for correlations with clinical features and [18F]-FDG positron emission tomography imaging. METHODS 27 corticobasal syndrome patients who underwent [18F]-FDOPA positron emission tomography imaging were retrospectively studied. They were compared to 27 matched Parkinson's disease patients, 12 progressive supranuclear palsy patients and 53 normal controls. Scans were visually assigned to one of the following patterns: normal; unilateral homogeneous striatal uptake reduction; putamen uptake reduction with putamen-caudate gradient. A semi-quantitative analysis of striatal regional uptake and asymmetry was performed and correlated to clinical features and [18F]-FDG positron emission tomography patterns. RESULTS [18F]-FDOPA positron emission tomography appeared visually abnormal in only 33.5% of corticobasal syndrome patients. However, semi-quantitative analysis found putaminal asymmetry in 63%. Striatal uptake was homogeneously reduced in both putamen and caudate nucleus in corticobasal syndrome patients unlike in Parkinson's disease and progressive supranuclear palsy. No correlation was found between [18F]-FDOPA positron emission tomography and clinical features. Half of corticobasal syndrome patients presented a corticobasal degeneration pattern on [18F]-FDG positron emission tomography. CONCLUSION: [18F]-FDOPA positron emission tomography can often be normal in corticobasal syndrome patients. Semi-quantitative analysis is useful to unmask a significant asymmetry in many of them. Homogeneous striatal uptake reduction contralateral to the clinical signs is highly suggestive of corticobasal syndrome. This finding can be helpful to better characterize this syndrome with respect to Parkinson's disease and progressive supranuclear palsy.
Collapse
Affiliation(s)
- Anaïs El Ouartassi
- Movement Disorders Unit, Centre Hospitalier Universitaire de Nice, Université Côte d'Azur, Nice, France.
- Neurology Department, Centre Hospitalier d'Antibes, 107 Avenue de Nice, Antibes, France.
| | - Caroline Giordana
- Movement Disorders Unit, Centre Hospitalier Universitaire de Nice, Université Côte d'Azur, Nice, France
| | - Aurélie Schiazza
- Nuclear Medicine Department, Centre Antoine Lacassagne, Université Côte d'Azur, Nice, France
- Research Group, UMR 4320, CEA-Université Côte d'Azur, Nice, France
| | - David Chardin
- Nuclear Medicine Department, Centre Antoine Lacassagne, Université Côte d'Azur, Nice, France
- Research Group, UMR 4320, CEA-Université Côte d'Azur, Nice, France
| | - Jacques Darcourt
- Nuclear Medicine Department, Centre Antoine Lacassagne, Université Côte d'Azur, Nice, France
- Research Group, UMR 4320, CEA-Université Côte d'Azur, Nice, France
| |
Collapse
|
17
|
Buchert R, Wegner F, Huppertz HJ, Berding G, Brendel M, Apostolova I, Buhmann C, Dierks A, Katzdobler S, Klietz M, Levin J, Mahmoudi N, Rinscheid A, Rogozinski S, Rumpf JJ, Schneider C, Stöcklein S, Spetsieris PG, Eidelberg D, Wattjes MP, Sabri O, Barthel H, Höglinger G. Automatic covariance pattern analysis outperforms visual reading of 18 F-fluorodeoxyglucose-positron emission tomography (FDG-PET) in variant progressive supranuclear palsy. Mov Disord 2023; 38:1901-1913. [PMID: 37655363 DOI: 10.1002/mds.29581] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Revised: 07/19/2023] [Accepted: 07/31/2023] [Indexed: 09/02/2023] Open
Abstract
BACKGROUND To date, studies on positron emission tomography (PET) with 18 F-fluorodeoxyglucose (FDG) in progressive supranuclear palsy (PSP) usually included PSP cohorts overrepresenting patients with Richardson's syndrome (PSP-RS). OBJECTIVES To evaluate FDG-PET in a patient sample representing the broad phenotypic PSP spectrum typically encountered in routine clinical practice. METHODS This retrospective, multicenter study included 41 PSP patients, 21 (51%) with RS and 20 (49%) with non-RS variants of PSP (vPSP), and 46 age-matched healthy controls. Two state-of-the art methods for the interpretation of FDG-PET were compared: visual analysis supported by voxel-based statistical testing (five readers) and automatic covariance pattern analysis using a predefined PSP-related pattern. RESULTS Sensitivity and specificity of the majority visual read for the detection of PSP in the whole cohort were 74% and 72%, respectively. The percentage of false-negative cases was 10% in the PSP-RS subsample and 43% in the vPSP subsample. Automatic covariance pattern analysis provided sensitivity and specificity of 93% and 83% in the whole cohort. The percentage of false-negative cases was 0% in the PSP-RS subsample and 15% in the vPSP subsample. CONCLUSIONS Visual interpretation of FDG-PET supported by voxel-based testing provides good accuracy for the detection of PSP-RS, but only fair sensitivity for vPSP. Automatic covariance pattern analysis outperforms visual interpretation in the detection of PSP-RS, provides clinically useful sensitivity for vPSP, and reduces the rate of false-positive findings. Thus, pattern expression analysis is clinically useful to complement visual reading and voxel-based testing of FDG-PET in suspected PSP. © 2023 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.
Collapse
Affiliation(s)
- Ralph Buchert
- Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Florian Wegner
- Department of Neurology, Hannover Medical School, Hannover, Germany
| | | | - Georg Berding
- Department of Nuclear Medicine, Hannover Medical School, Hannover, Germany
| | - Matthias Brendel
- Department of Nuclear Medicine, University Hospital of Munich, LMU, Munich, Germany
- German Center for Neurodegenerative Diseases (DZNE) Munich, Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | - Ivayla Apostolova
- Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Carsten Buhmann
- Department of Neurology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Alexander Dierks
- Department of Nuclear Medicine, University Hospital Augsburg, Augsburg, Germany
| | - Sabrina Katzdobler
- German Center for Neurodegenerative Diseases (DZNE) Munich, Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
- Department of Neurology, University Hospital of Munich, LMU, Munich, Germany
| | - Martin Klietz
- Department of Neurology, Hannover Medical School, Hannover, Germany
| | - Johannes Levin
- German Center for Neurodegenerative Diseases (DZNE) Munich, Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
- Department of Neurology, University Hospital of Munich, LMU, Munich, Germany
| | - Nima Mahmoudi
- Department of Diagnostic and Interventional Neuroradiology, Hannover Medical School, Hannover, Germany
| | - Andreas Rinscheid
- Medical Physics and Radiation Protection, University Hospital Augsburg, Augsburg, Germany
| | | | | | - Christine Schneider
- Department of Neurology and Clinical Neurophysiology, University Hospital Augsburg, Augsburg, Germany
| | - Sophia Stöcklein
- Department of Radiology, University Hospital of Munich, LMU, Munich, Germany
| | - Phoebe G Spetsieris
- The Feinstein Institutes for Medical Research Manhasset, Manhasset, New York, USA
| | - David Eidelberg
- The Feinstein Institutes for Medical Research Manhasset, Manhasset, New York, USA
| | - Mike P Wattjes
- Department of Diagnostic and Interventional Neuroradiology, Hannover Medical School, Hannover, Germany
| | - Osama Sabri
- Department of Nuclear Medicine, University Hospital of Leipzig, Leipzig, Germany
| | - Henryk Barthel
- Department of Nuclear Medicine, University Hospital of Leipzig, Leipzig, Germany
| | - Günter Höglinger
- Department of Neurology, Hannover Medical School, Hannover, Germany
- German Center for Neurodegenerative Diseases (DZNE) Munich, Munich, Germany
- Department of Neurology, University Hospital of Munich, LMU, Munich, Germany
| |
Collapse
|
18
|
Shir D, Pham NTT, Botha H, Koga S, Kouri N, Ali F, Knopman DS, Petersen RC, Boeve BF, Kremers WK, Nguyen AT, Murray ME, Reichard RR, Dickson DW, Graff-Radford N, Josephs KA, Whitwell J, Graff-Radford J. Clinicoradiologic and Neuropathologic Evaluation of Corticobasal Syndrome. Neurology 2023; 101:e289-e299. [PMID: 37268436 PMCID: PMC10382268 DOI: 10.1212/wnl.0000000000207397] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Accepted: 03/23/2023] [Indexed: 06/04/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Corticobasal syndrome (CBS) is a clinical phenotype characterized by asymmetric parkinsonism, rigidity, myoclonus, and apraxia. Originally believed secondary to corticobasal degeneration (CBD), mounting clinicopathologic studies have revealed heterogenous neuropathologies. The objectives of this study were to determine the pathologic heterogeneity of CBS, the clinicoradiologic findings associated with different underlying pathologies causing CBS, and the positive predictive value (PPV) of current diagnostic criteria for CBD among patients with a CBS. METHODS Clinical data, brain MRI, and neuropathologic data of patients followed at Mayo Clinic and diagnosed with CBS antemortem were reviewed according to neuropathology category at autopsy. RESULTS The cohort consisted of 113 patients with CBS, 61 (54%) female patients. Mean ± SD disease duration was 7 ± 3.7 years; mean ± SD age at death was 70.5 ± 9.1 years. The primary neuropathologic diagnoses were 43 (38%) CBD, 27 (24%) progressive supranuclear palsy (PSP), 17 (15%) Alzheimer disease (AD), 10 (9%) frontotemporal lobar degeneration (FTLD) with TAR DNA-binding protein 43 (TDP) inclusions, 7 (6%) diffuse Lewy body disease (DLBD)/AD, and 9 (8%) with other diagnoses. Patients with CBS-AD or CBS-DLBD/AD were youngest at death (median [interquartile range]: 64 [13], 64 [11] years) while CBS-PSP were oldest (77 [12.5] years, p = 0.024). Patients with CBS-DLBD/AD had the longest disease duration (9 [6] years), while CBS-other had the shortest (3 [4.25] years, p = 0.04). Posterior cortical signs and myoclonus were more characteristic of patients with CBS-AD and patients with CBS-DLBD/AD. Patients with CBS-DLBD/AD displayed more features of Lewy body dementia. Voxel-based morphometry revealed widespread cortical gray matter loss characteristic of CBS-AD, while CBS-CBD and CBS-PSP predominantly involved premotor regions with greater amount of white matter loss. Patients with CBS-DLBD/AD showed atrophy in a focal parieto-occipital region, and patients with CBS-FTLD-TDP had predominant prefrontal cortical loss. Patients with CBS-PSP had the lowest midbrain/pons ratio (p = 0.012). Of 67 cases meeting clinical criteria for possible CBD at presentation, 27 were pathology-proven CBD, yielding a PPV of 40%. DISCUSSION A variety of neurodegenerative disorders can be identified in patients with CBS, but clinical and regional imaging differences aid in predicting underlying neuropathology. PPV analysis of the current CBD diagnostic criteria revealed suboptimal performance. Biomarkers adequately sensitive and specific for CBD are needed.
Collapse
Affiliation(s)
- Dror Shir
- From the Department of Neurology (D.S., H.B., F.A., D.S.K., R.C.P., B.F.B., K.A.J., J.G.-R.), and Department of Radiology (N.T.T.P., J.W.), Mayo Clinic, Rochester, MN; Department of Neuroscience (S.K., N.K., M.E.M., D.W.D.), Mayo Clinic, Jacksonville, FL; Department of Quantitative Health Sciences (R.C.P., W.K.K.), and Department of Laboratory Medicine and Pathology (A.T.N., R.R.R.), Mayo Clinic, Rochester, MN; and Department of Neurology (N.G.-R.), Mayo Clinic, Jacksonville, FL
| | - Nha Trang Thu Pham
- From the Department of Neurology (D.S., H.B., F.A., D.S.K., R.C.P., B.F.B., K.A.J., J.G.-R.), and Department of Radiology (N.T.T.P., J.W.), Mayo Clinic, Rochester, MN; Department of Neuroscience (S.K., N.K., M.E.M., D.W.D.), Mayo Clinic, Jacksonville, FL; Department of Quantitative Health Sciences (R.C.P., W.K.K.), and Department of Laboratory Medicine and Pathology (A.T.N., R.R.R.), Mayo Clinic, Rochester, MN; and Department of Neurology (N.G.-R.), Mayo Clinic, Jacksonville, FL
| | - Hugo Botha
- From the Department of Neurology (D.S., H.B., F.A., D.S.K., R.C.P., B.F.B., K.A.J., J.G.-R.), and Department of Radiology (N.T.T.P., J.W.), Mayo Clinic, Rochester, MN; Department of Neuroscience (S.K., N.K., M.E.M., D.W.D.), Mayo Clinic, Jacksonville, FL; Department of Quantitative Health Sciences (R.C.P., W.K.K.), and Department of Laboratory Medicine and Pathology (A.T.N., R.R.R.), Mayo Clinic, Rochester, MN; and Department of Neurology (N.G.-R.), Mayo Clinic, Jacksonville, FL
| | - Shunsuke Koga
- From the Department of Neurology (D.S., H.B., F.A., D.S.K., R.C.P., B.F.B., K.A.J., J.G.-R.), and Department of Radiology (N.T.T.P., J.W.), Mayo Clinic, Rochester, MN; Department of Neuroscience (S.K., N.K., M.E.M., D.W.D.), Mayo Clinic, Jacksonville, FL; Department of Quantitative Health Sciences (R.C.P., W.K.K.), and Department of Laboratory Medicine and Pathology (A.T.N., R.R.R.), Mayo Clinic, Rochester, MN; and Department of Neurology (N.G.-R.), Mayo Clinic, Jacksonville, FL
| | - Naomi Kouri
- From the Department of Neurology (D.S., H.B., F.A., D.S.K., R.C.P., B.F.B., K.A.J., J.G.-R.), and Department of Radiology (N.T.T.P., J.W.), Mayo Clinic, Rochester, MN; Department of Neuroscience (S.K., N.K., M.E.M., D.W.D.), Mayo Clinic, Jacksonville, FL; Department of Quantitative Health Sciences (R.C.P., W.K.K.), and Department of Laboratory Medicine and Pathology (A.T.N., R.R.R.), Mayo Clinic, Rochester, MN; and Department of Neurology (N.G.-R.), Mayo Clinic, Jacksonville, FL
| | - Farwa Ali
- From the Department of Neurology (D.S., H.B., F.A., D.S.K., R.C.P., B.F.B., K.A.J., J.G.-R.), and Department of Radiology (N.T.T.P., J.W.), Mayo Clinic, Rochester, MN; Department of Neuroscience (S.K., N.K., M.E.M., D.W.D.), Mayo Clinic, Jacksonville, FL; Department of Quantitative Health Sciences (R.C.P., W.K.K.), and Department of Laboratory Medicine and Pathology (A.T.N., R.R.R.), Mayo Clinic, Rochester, MN; and Department of Neurology (N.G.-R.), Mayo Clinic, Jacksonville, FL
| | - David S Knopman
- From the Department of Neurology (D.S., H.B., F.A., D.S.K., R.C.P., B.F.B., K.A.J., J.G.-R.), and Department of Radiology (N.T.T.P., J.W.), Mayo Clinic, Rochester, MN; Department of Neuroscience (S.K., N.K., M.E.M., D.W.D.), Mayo Clinic, Jacksonville, FL; Department of Quantitative Health Sciences (R.C.P., W.K.K.), and Department of Laboratory Medicine and Pathology (A.T.N., R.R.R.), Mayo Clinic, Rochester, MN; and Department of Neurology (N.G.-R.), Mayo Clinic, Jacksonville, FL
| | - Ronald C Petersen
- From the Department of Neurology (D.S., H.B., F.A., D.S.K., R.C.P., B.F.B., K.A.J., J.G.-R.), and Department of Radiology (N.T.T.P., J.W.), Mayo Clinic, Rochester, MN; Department of Neuroscience (S.K., N.K., M.E.M., D.W.D.), Mayo Clinic, Jacksonville, FL; Department of Quantitative Health Sciences (R.C.P., W.K.K.), and Department of Laboratory Medicine and Pathology (A.T.N., R.R.R.), Mayo Clinic, Rochester, MN; and Department of Neurology (N.G.-R.), Mayo Clinic, Jacksonville, FL
| | - Brad F Boeve
- From the Department of Neurology (D.S., H.B., F.A., D.S.K., R.C.P., B.F.B., K.A.J., J.G.-R.), and Department of Radiology (N.T.T.P., J.W.), Mayo Clinic, Rochester, MN; Department of Neuroscience (S.K., N.K., M.E.M., D.W.D.), Mayo Clinic, Jacksonville, FL; Department of Quantitative Health Sciences (R.C.P., W.K.K.), and Department of Laboratory Medicine and Pathology (A.T.N., R.R.R.), Mayo Clinic, Rochester, MN; and Department of Neurology (N.G.-R.), Mayo Clinic, Jacksonville, FL
| | - Walter K Kremers
- From the Department of Neurology (D.S., H.B., F.A., D.S.K., R.C.P., B.F.B., K.A.J., J.G.-R.), and Department of Radiology (N.T.T.P., J.W.), Mayo Clinic, Rochester, MN; Department of Neuroscience (S.K., N.K., M.E.M., D.W.D.), Mayo Clinic, Jacksonville, FL; Department of Quantitative Health Sciences (R.C.P., W.K.K.), and Department of Laboratory Medicine and Pathology (A.T.N., R.R.R.), Mayo Clinic, Rochester, MN; and Department of Neurology (N.G.-R.), Mayo Clinic, Jacksonville, FL
| | - Aivi T Nguyen
- From the Department of Neurology (D.S., H.B., F.A., D.S.K., R.C.P., B.F.B., K.A.J., J.G.-R.), and Department of Radiology (N.T.T.P., J.W.), Mayo Clinic, Rochester, MN; Department of Neuroscience (S.K., N.K., M.E.M., D.W.D.), Mayo Clinic, Jacksonville, FL; Department of Quantitative Health Sciences (R.C.P., W.K.K.), and Department of Laboratory Medicine and Pathology (A.T.N., R.R.R.), Mayo Clinic, Rochester, MN; and Department of Neurology (N.G.-R.), Mayo Clinic, Jacksonville, FL
| | - Melissa E Murray
- From the Department of Neurology (D.S., H.B., F.A., D.S.K., R.C.P., B.F.B., K.A.J., J.G.-R.), and Department of Radiology (N.T.T.P., J.W.), Mayo Clinic, Rochester, MN; Department of Neuroscience (S.K., N.K., M.E.M., D.W.D.), Mayo Clinic, Jacksonville, FL; Department of Quantitative Health Sciences (R.C.P., W.K.K.), and Department of Laboratory Medicine and Pathology (A.T.N., R.R.R.), Mayo Clinic, Rochester, MN; and Department of Neurology (N.G.-R.), Mayo Clinic, Jacksonville, FL
| | - R Ross Reichard
- From the Department of Neurology (D.S., H.B., F.A., D.S.K., R.C.P., B.F.B., K.A.J., J.G.-R.), and Department of Radiology (N.T.T.P., J.W.), Mayo Clinic, Rochester, MN; Department of Neuroscience (S.K., N.K., M.E.M., D.W.D.), Mayo Clinic, Jacksonville, FL; Department of Quantitative Health Sciences (R.C.P., W.K.K.), and Department of Laboratory Medicine and Pathology (A.T.N., R.R.R.), Mayo Clinic, Rochester, MN; and Department of Neurology (N.G.-R.), Mayo Clinic, Jacksonville, FL
| | - Dennis W Dickson
- From the Department of Neurology (D.S., H.B., F.A., D.S.K., R.C.P., B.F.B., K.A.J., J.G.-R.), and Department of Radiology (N.T.T.P., J.W.), Mayo Clinic, Rochester, MN; Department of Neuroscience (S.K., N.K., M.E.M., D.W.D.), Mayo Clinic, Jacksonville, FL; Department of Quantitative Health Sciences (R.C.P., W.K.K.), and Department of Laboratory Medicine and Pathology (A.T.N., R.R.R.), Mayo Clinic, Rochester, MN; and Department of Neurology (N.G.-R.), Mayo Clinic, Jacksonville, FL
| | - Neill Graff-Radford
- From the Department of Neurology (D.S., H.B., F.A., D.S.K., R.C.P., B.F.B., K.A.J., J.G.-R.), and Department of Radiology (N.T.T.P., J.W.), Mayo Clinic, Rochester, MN; Department of Neuroscience (S.K., N.K., M.E.M., D.W.D.), Mayo Clinic, Jacksonville, FL; Department of Quantitative Health Sciences (R.C.P., W.K.K.), and Department of Laboratory Medicine and Pathology (A.T.N., R.R.R.), Mayo Clinic, Rochester, MN; and Department of Neurology (N.G.-R.), Mayo Clinic, Jacksonville, FL.
| | - Keith Anthony Josephs
- From the Department of Neurology (D.S., H.B., F.A., D.S.K., R.C.P., B.F.B., K.A.J., J.G.-R.), and Department of Radiology (N.T.T.P., J.W.), Mayo Clinic, Rochester, MN; Department of Neuroscience (S.K., N.K., M.E.M., D.W.D.), Mayo Clinic, Jacksonville, FL; Department of Quantitative Health Sciences (R.C.P., W.K.K.), and Department of Laboratory Medicine and Pathology (A.T.N., R.R.R.), Mayo Clinic, Rochester, MN; and Department of Neurology (N.G.-R.), Mayo Clinic, Jacksonville, FL
| | - Jennifer Whitwell
- From the Department of Neurology (D.S., H.B., F.A., D.S.K., R.C.P., B.F.B., K.A.J., J.G.-R.), and Department of Radiology (N.T.T.P., J.W.), Mayo Clinic, Rochester, MN; Department of Neuroscience (S.K., N.K., M.E.M., D.W.D.), Mayo Clinic, Jacksonville, FL; Department of Quantitative Health Sciences (R.C.P., W.K.K.), and Department of Laboratory Medicine and Pathology (A.T.N., R.R.R.), Mayo Clinic, Rochester, MN; and Department of Neurology (N.G.-R.), Mayo Clinic, Jacksonville, FL
| | - Jonathan Graff-Radford
- From the Department of Neurology (D.S., H.B., F.A., D.S.K., R.C.P., B.F.B., K.A.J., J.G.-R.), and Department of Radiology (N.T.T.P., J.W.), Mayo Clinic, Rochester, MN; Department of Neuroscience (S.K., N.K., M.E.M., D.W.D.), Mayo Clinic, Jacksonville, FL; Department of Quantitative Health Sciences (R.C.P., W.K.K.), and Department of Laboratory Medicine and Pathology (A.T.N., R.R.R.), Mayo Clinic, Rochester, MN; and Department of Neurology (N.G.-R.), Mayo Clinic, Jacksonville, FL.
| |
Collapse
|
19
|
Ellis EG, Joutsa J, Morrison-Ham J, Younger EFP, Saward JB, Caeyenberghs K, Corp DT. Large-scale activation likelihood estimation meta-analysis of parkinsonian disorders. Brain Commun 2023; 5:fcad172. [PMID: 37324240 PMCID: PMC10265724 DOI: 10.1093/braincomms/fcad172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Revised: 03/31/2023] [Accepted: 05/29/2023] [Indexed: 06/17/2023] Open
Abstract
Parkinsonism is a feature of several neurodegenerative disorders, including Parkinson's disease, progressive supranuclear palsy, corticobasal syndrome and multiple system atrophy. Neuroimaging studies have yielded insights into parkinsonian disorders; however, due to variability in results, the brain regions consistently implicated in these disorders remain to be characterized. The aim of this meta-analysis was to identify consistent brain abnormalities in individual parkinsonian disorders (Parkinson's disease, progressive supranuclear palsy, corticobasal syndrome and multiple system atrophy) and to investigate any shared abnormalities across disorders. A total of 44 591 studies were systematically screened following searches of two databases. A series of whole-brain activation likelihood estimation meta-analyses were performed on 132 neuroimaging studies (69 Parkinson's disease; 23 progressive supranuclear palsy; 17 corticobasal syndrome; and 23 multiple system atrophy) utilizing anatomical MRI, perfusion or metabolism PET and single-photon emission computed tomography. Meta-analyses were performed in each parkinsonian disorder within each imaging modality, as well as across all included disorders. Results in progressive supranuclear palsy and multiple system atrophy aligned with current imaging markers for diagnosis, encompassing the midbrain, and brainstem and putamen, respectively. PET imaging studies of patients with Parkinson's disease most consistently reported abnormality of the middle temporal gyrus. No significant clusters were identified in corticobasal syndrome. When examining abnormalities shared across all four disorders, the caudate was consistently reported in MRI studies, whilst the thalamus, inferior frontal gyrus and middle temporal gyri were commonly implicated by PET. To our knowledge, this is the largest meta-analysis of neuroimaging studies in parkinsonian disorders and the first to characterize brain regions implicated across parkinsonian disorders.
Collapse
Affiliation(s)
- Elizabeth G Ellis
- Correspondence to: Elizabeth G. Ellis Cognitive Neuroscience Unit, School of Psychology Deakin University, 221 Burwood Highway Burwood, VIC 3125, Australia E-mail:
| | - Juho Joutsa
- Center for Brain Circuit Therapeutics, Department of Neurology, Psychiatry, and Radiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
- Turku Brain and Mind Center, Clinical Neurosciences, University of Turku, Turku 20520, Finland
- Turku PET Centre, Neurocenter, Turku University Hospital, Turku 20520, Finland
| | - Jordan Morrison-Ham
- Cognitive Neuroscience Unit, School of Psychology, Deakin University, Geelong, VIC 3220, Australia
| | - Ellen F P Younger
- Cognitive Neuroscience Unit, School of Psychology, Deakin University, Geelong, VIC 3220, Australia
| | - Jacqueline B Saward
- Cognitive Neuroscience Unit, School of Psychology, Deakin University, Geelong, VIC 3220, Australia
| | - Karen Caeyenberghs
- Cognitive Neuroscience Unit, School of Psychology, Deakin University, Geelong, VIC 3220, Australia
| | - Daniel T Corp
- Correspondence may also be addressed to: Daniel T. Corp Cognitive Neuroscience Unit, School of Psychology Deakin University, 221 Burwood Highway Burwood, VIC 3125, Australia E-mail:
| |
Collapse
|
20
|
Katzdobler S, Nitschmann A, Barthel H, Bischof G, Beyer L, Marek K, Song M, Wagemann O, Palleis C, Weidinger E, Nack A, Fietzek U, Kurz C, Häckert J, Stapf T, Ferschmann C, Scheifele M, Eckenweber F, Biechele G, Franzmeier N, Dewenter A, Schönecker S, Saur D, Schroeter ML, Rumpf JJ, Rullmann M, Schildan A, Patt M, Stephens AW, van Eimeren T, Neumaier B, Drzezga A, Danek A, Classen J, Bürger K, Janowitz D, Rauchmann BS, Stöcklein S, Perneczky R, Schöberl F, Zwergal A, Höglinger GU, Bartenstein P, Villemagne V, Seibyl J, Sabri O, Levin J, Brendel M. Additive value of [ 18F]PI-2620 perfusion imaging in progressive supranuclear palsy and corticobasal syndrome. Eur J Nucl Med Mol Imaging 2023; 50:423-434. [PMID: 36102964 PMCID: PMC9816230 DOI: 10.1007/s00259-022-05964-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Accepted: 09/01/2022] [Indexed: 01/11/2023]
Abstract
PURPOSE Early after [18F]PI-2620 PET tracer administration, perfusion imaging has potential for regional assessment of neuronal injury in neurodegenerative diseases. This is while standard late-phase [18F]PI-2620 tau-PET is able to discriminate the 4-repeat tauopathies progressive supranuclear palsy and corticobasal syndrome (4RTs) from disease controls and healthy controls. Here, we investigated whether early-phase [18F]PI-2620 PET has an additive value for biomarker based evaluation of 4RTs. METHODS Seventy-eight patients with 4RTs (71 ± 7 years, 39 female), 79 patients with other neurodegenerative diseases (67 ± 12 years, 35 female) and twelve age-matched controls (69 ± 8 years, 8 female) underwent dynamic (0-60 min) [18F]PI-2620 PET imaging. Regional perfusion (0.5-2.5 min p.i.) and tau load (20-40 min p.i.) were measured in 246 predefined brain regions [standardized-uptake-value ratios (SUVr), cerebellar reference]. Regional SUVr were compared between 4RTs and controls by an ANOVA including false-discovery-rate (FDR, p < 0.01) correction. Hypoperfusion in resulting 4RT target regions was evaluated at the patient level in all patients (mean value - 2SD threshold). Additionally, perfusion and tau pattern expression levels were explored regarding their potential discriminatory value of 4RTs against other neurodegenerative disorders, including validation in an independent external dataset (n = 37), and correlated with clinical severity in 4RTs (PSP rating scale, MoCA, activities of daily living). RESULTS Patients with 4RTs had significant hypoperfusion in 21/246 brain regions, most dominant in thalamus, caudate nucleus, and anterior cingulate cortex, fitting to the topology of the 4RT disease spectrum. However, single region hypoperfusion was not specific regarding the discrimination of patients with 4RTs against patients with other neurodegenerative diseases. In contrast, perfusion pattern expression showed promise for discrimination of patients with 4RTs from other neurodegenerative diseases (AUC: 0.850). Discrimination by the combined perfusion-tau pattern expression (AUC: 0.903) exceeded that of the sole tau pattern expression (AUC: 0.864) and the discriminatory power of the combined perfusion-tau pattern expression was replicated in the external dataset (AUC: 0.917). Perfusion but not tau pattern expression was associated with PSP rating scale (R = 0.402; p = 0.0012) and activities of daily living (R = - 0.431; p = 0.0005). CONCLUSION [18F]PI-2620 perfusion imaging mirrors known topology of regional hypoperfusion in 4RTs. Single region hypoperfusion is not specific for 4RTs, but perfusion pattern expression may provide an additive value for the discrimination of 4RTs from other neurodegenerative diseases and correlates closer with clinical severity than tau pattern expression.
Collapse
Affiliation(s)
- Sabrina Katzdobler
- grid.411095.80000 0004 0477 2585Department of Neurology, University Hospital of Munich, LMU Munich, Munich, Germany ,grid.424247.30000 0004 0438 0426German Center for Neurodegenerative Diseases (DZNE), Munich, Germany ,grid.452617.3Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | - Alexander Nitschmann
- grid.411095.80000 0004 0477 2585Department of Nuclear Medicine, University Hospital of Munich, LMU Munich, Marchioninistraße 15, 81377 Munich, Germany
| | - Henryk Barthel
- grid.411339.d0000 0000 8517 9062Department of Nuclear Medicine, University Hospital of Leipzig, Leipzig, Germany
| | - Gerard Bischof
- grid.411097.a0000 0000 8852 305XDepartment of Nuclear Medicine, University Hospital Cologne, Cologne, Germany ,Molecular Organization of the Brain, Institute for Neuroscience and Medicine, INM-2), Jülich, Germany
| | - Leonie Beyer
- grid.411095.80000 0004 0477 2585Department of Nuclear Medicine, University Hospital of Munich, LMU Munich, Marchioninistraße 15, 81377 Munich, Germany
| | - Ken Marek
- grid.452597.8InviCRO, LLC, Boston, MA USA ,grid.452597.8Molecular Neuroimaging, A Division of inviCRO, New Haven, CT USA
| | - Mengmeng Song
- grid.411095.80000 0004 0477 2585Department of Nuclear Medicine, University Hospital of Munich, LMU Munich, Marchioninistraße 15, 81377 Munich, Germany
| | - Olivia Wagemann
- grid.411095.80000 0004 0477 2585Department of Neurology, University Hospital of Munich, LMU Munich, Munich, Germany ,grid.424247.30000 0004 0438 0426German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
| | - Carla Palleis
- grid.411095.80000 0004 0477 2585Department of Neurology, University Hospital of Munich, LMU Munich, Munich, Germany ,grid.424247.30000 0004 0438 0426German Center for Neurodegenerative Diseases (DZNE), Munich, Germany ,grid.452617.3Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | - Endy Weidinger
- grid.411095.80000 0004 0477 2585Department of Neurology, University Hospital of Munich, LMU Munich, Munich, Germany ,grid.424247.30000 0004 0438 0426German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
| | - Anne Nack
- grid.411095.80000 0004 0477 2585Department of Neurology, University Hospital of Munich, LMU Munich, Munich, Germany
| | - Urban Fietzek
- grid.411095.80000 0004 0477 2585Department of Neurology, University Hospital of Munich, LMU Munich, Munich, Germany
| | - Carolin Kurz
- grid.411095.80000 0004 0477 2585Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
| | - Jan Häckert
- grid.411095.80000 0004 0477 2585Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany ,grid.7307.30000 0001 2108 9006Department of Psychiatry, Psychotherapy and Psychosomatics, Medical Faculty, University of Augsburg, BKH Augsburg, Augsburg, Germany
| | - Theresa Stapf
- grid.411095.80000 0004 0477 2585Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
| | - Christian Ferschmann
- grid.411095.80000 0004 0477 2585Department of Nuclear Medicine, University Hospital of Munich, LMU Munich, Marchioninistraße 15, 81377 Munich, Germany
| | - Maximilian Scheifele
- grid.411095.80000 0004 0477 2585Department of Nuclear Medicine, University Hospital of Munich, LMU Munich, Marchioninistraße 15, 81377 Munich, Germany
| | - Florian Eckenweber
- grid.411095.80000 0004 0477 2585Department of Nuclear Medicine, University Hospital of Munich, LMU Munich, Marchioninistraße 15, 81377 Munich, Germany
| | - Gloria Biechele
- grid.411095.80000 0004 0477 2585Department of Nuclear Medicine, University Hospital of Munich, LMU Munich, Marchioninistraße 15, 81377 Munich, Germany
| | - Nicolai Franzmeier
- grid.411095.80000 0004 0477 2585Institute for Stroke and Dementia Research, University Hospital of Munich, LMU Munich, Munich, Germany
| | - Anna Dewenter
- grid.411095.80000 0004 0477 2585Institute for Stroke and Dementia Research, University Hospital of Munich, LMU Munich, Munich, Germany
| | - Sonja Schönecker
- grid.411095.80000 0004 0477 2585Department of Neurology, University Hospital of Munich, LMU Munich, Munich, Germany
| | - Dorothee Saur
- grid.9647.c0000 0004 7669 9786Department of Neurology, University of Leipzig Medical Center, Leipzig, Germany
| | - Matthias L. Schroeter
- grid.9647.c0000 0004 7669 9786Clinic for Cognitive Neurology, University of Leipzig, Leipzig, Germany ,grid.9647.c0000 0004 7669 9786LIFE - Leipzig Research Center for Civilization Diseases, University of Leipzig, Leipzig, Germany ,grid.419524.f0000 0001 0041 5028Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Jost-Julian Rumpf
- grid.9647.c0000 0004 7669 9786Department of Neurology, University of Leipzig Medical Center, Leipzig, Germany
| | - Michael Rullmann
- grid.411339.d0000 0000 8517 9062Department of Nuclear Medicine, University Hospital of Leipzig, Leipzig, Germany
| | - Andreas Schildan
- grid.411339.d0000 0000 8517 9062Department of Nuclear Medicine, University Hospital of Leipzig, Leipzig, Germany
| | - Marianne Patt
- grid.411339.d0000 0000 8517 9062Department of Nuclear Medicine, University Hospital of Leipzig, Leipzig, Germany
| | | | - Thilo van Eimeren
- grid.411097.a0000 0000 8852 305XDepartment of Nuclear Medicine, University Hospital Cologne, Cologne, Germany
| | - Bernd Neumaier
- grid.411097.a0000 0000 8852 305XDepartment of Nuclear Medicine, University Hospital Cologne, Cologne, Germany ,grid.8385.60000 0001 2297 375XInstitute for Neuroscience and Medicine (INM-3), Cognitive Neuroscience, Research Centre Juelich, Juelich, Germany
| | - Alexander Drzezga
- grid.411097.a0000 0000 8852 305XDepartment of Nuclear Medicine, University Hospital Cologne, Cologne, Germany ,Molecular Organization of the Brain, Institute for Neuroscience and Medicine, INM-2), Jülich, Germany ,grid.424247.30000 0004 0438 0426German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Adrian Danek
- grid.411095.80000 0004 0477 2585Department of Neurology, University Hospital of Munich, LMU Munich, Munich, Germany ,grid.424247.30000 0004 0438 0426German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
| | - Joseph Classen
- grid.9647.c0000 0004 7669 9786Department of Neurology, University of Leipzig Medical Center, Leipzig, Germany
| | - Katharina Bürger
- grid.411095.80000 0004 0477 2585Institute for Stroke and Dementia Research, University Hospital of Munich, LMU Munich, Munich, Germany
| | - Daniel Janowitz
- grid.411095.80000 0004 0477 2585Institute for Stroke and Dementia Research, University Hospital of Munich, LMU Munich, Munich, Germany
| | - Boris-Stephan Rauchmann
- grid.7307.30000 0001 2108 9006Department of Psychiatry, Psychotherapy and Psychosomatics, Medical Faculty, University of Augsburg, BKH Augsburg, Augsburg, Germany ,grid.411095.80000 0004 0477 2585Department of Radiology, University Hospital of Munich, LMU Munich, Munich, Germany
| | - Sophia Stöcklein
- grid.411095.80000 0004 0477 2585Department of Radiology, University Hospital of Munich, LMU Munich, Munich, Germany
| | - Robert Perneczky
- grid.424247.30000 0004 0438 0426German Center for Neurodegenerative Diseases (DZNE), Munich, Germany ,grid.452617.3Munich Cluster for Systems Neurology (SyNergy), Munich, Germany ,grid.7307.30000 0001 2108 9006Department of Psychiatry, Psychotherapy and Psychosomatics, Medical Faculty, University of Augsburg, BKH Augsburg, Augsburg, Germany ,grid.7445.20000 0001 2113 8111Ageing Epidemiology Research Unit (AGE), School of Public Health, Imperial College, London, UK
| | - Florian Schöberl
- grid.411095.80000 0004 0477 2585Department of Neurology, University Hospital of Munich, LMU Munich, Munich, Germany
| | - Andreas Zwergal
- grid.411095.80000 0004 0477 2585Department of Neurology, University Hospital of Munich, LMU Munich, Munich, Germany
| | - Günter U. Höglinger
- grid.424247.30000 0004 0438 0426German Center for Neurodegenerative Diseases (DZNE), Munich, Germany ,grid.452617.3Munich Cluster for Systems Neurology (SyNergy), Munich, Germany ,grid.10423.340000 0000 9529 9877Department of Neurology, Hannover Medical School, Hannover, Germany
| | - Peter Bartenstein
- grid.452617.3Munich Cluster for Systems Neurology (SyNergy), Munich, Germany ,grid.411095.80000 0004 0477 2585Department of Nuclear Medicine, University Hospital of Munich, LMU Munich, Marchioninistraße 15, 81377 Munich, Germany
| | - Victor Villemagne
- grid.410678.c0000 0000 9374 3516Department of Molecular Imaging & Therapy, Austin Health, Heidelberg, VIC Australia ,grid.1008.90000 0001 2179 088XDepartment of Medicine, Austin Health, The University of Melbourne, Melbourne, VIC Australia ,grid.21925.3d0000 0004 1936 9000Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA USA
| | - John Seibyl
- grid.452597.8InviCRO, LLC, Boston, MA USA ,grid.452597.8Molecular Neuroimaging, A Division of inviCRO, New Haven, CT USA
| | - Osama Sabri
- grid.411339.d0000 0000 8517 9062Department of Nuclear Medicine, University Hospital of Leipzig, Leipzig, Germany
| | - Johannes Levin
- grid.411095.80000 0004 0477 2585Department of Neurology, University Hospital of Munich, LMU Munich, Munich, Germany ,grid.424247.30000 0004 0438 0426German Center for Neurodegenerative Diseases (DZNE), Munich, Germany ,grid.452617.3Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | - Matthias Brendel
- grid.424247.30000 0004 0438 0426German Center for Neurodegenerative Diseases (DZNE), Munich, Germany ,grid.452617.3Munich Cluster for Systems Neurology (SyNergy), Munich, Germany ,grid.411095.80000 0004 0477 2585Department of Nuclear Medicine, University Hospital of Munich, LMU Munich, Marchioninistraße 15, 81377 Munich, Germany
| | | |
Collapse
|
21
|
Schönecker S, Martinez-Murcia FJ, Rauchmann BS, Franzmeier N, Prix C, Wlasich E, Loosli SV, Bochmann K, Gorriz Saez JM, Laforce R, Ducharme S, Tartaglia MC, Finger E, de Mendonça A, Santana I, Sanchez-Valle R, Moreno F, Sorbi S, Tagliavini F, Borroni B, Otto M, Synofzik M, Galimberti D, Vandenberghe R, van Swieten J, Butler C, Gerhard A, Graff C, Danek A, Rohrer JD, Masellis M, Rowe J, Levin J. Frequency and Longitudinal Course of Motor Signs in Genetic Frontotemporal Dementia. Neurology 2022; 99:e1032-e1044. [PMID: 35948443 PMCID: PMC9519250 DOI: 10.1212/wnl.0000000000200828] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Accepted: 04/21/2022] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Frontotemporal dementia (FTD) is a highly heritable disorder. The majority of genetic cases are caused by autosomal dominant pathogenic variants in the chromosome 9 open reading frame 72 (c9orf72), progranulin (GRN), and microtubule-associated protein tau (MAPT) gene. As motor disorders are increasingly recognized as part of the clinical spectrum, the current study aimed to describe motor phenotypes caused by genetic FTD, quantify their temporal association, and investigate their regional association with brain atrophy. METHODS We analyzed baseline visit data of known carriers of a pathogenic variant in the c9orf72, GRN, or MAPT gene from the Genetic Frontotemporal Dementia Initiative cohort study. Principal component analysis with varimax rotation was performed to identify motor sign clusters that were compared with respect to frequency and severity between groups. Associations with cross-sectional atrophy patterns were determined using voxel-wise regression. We applied linear mixed effects models to assess whether groups differed in the association between motor signs and estimated time to symptom onset. RESULTS A total of 322 pathogenic variant carriers were included in the analysis: 122 c9orf72 (79 presymptomatic), 143 GRN (112 presymptomatic), and 57 MAPT (43 presymptomatic) pathogenic variant carriers. Principal component analysis revealed 5 motor clusters, which we call progressive supranuclear palsy (PSP)-like, bulbar amyotrophic lateral sclerosis (ALS)-like, mixed/ALS-like, Parkinson disease (PD) like, and corticobasal syndrome-like motor phenotypes. There was no significant group difference in the frequency of signs of different motor phenotypes. However, mixed/ALS-like motor signs were most frequent, followed by PD-like motor signs. Although the PSP-like phenotype was associated with mesencephalic atrophy, the mixed/ALS-like phenotype was associated with motor cortex and corticospinal tract atrophy. The PD-like phenotype was associated with widespread cortical and subcortical atrophy. Estimated time to onset, genetic group and their interaction influenced motor signs. In c9orf72 pathogenic variant carriers, motor signs could be detected up to 25 years before expected symptom onset. DISCUSSION These results indicate the presence of multiple natural clusters of motor signs in genetic FTD, each correlated with specific atrophy patterns. Their motor severity depends on time and the affected gene. These clinicogenetic associations can guide diagnostic evaluations and the design of clinical trials for new disease-modifying and preventive treatments.
Collapse
Affiliation(s)
- Sonja Schönecker
- From the Department of Neurology (S. Schönecker, C.P., E.W., S.V.L., A.D., J.L.), Ludwig-Maximilians-Universität München, Germany; Department of Signal Theory Networking and Communications (F.J.M.-M., J.-M.G.S.), Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Spain; Institute for Clinical Radiology (B.-S.R.), Institute for Stroke and Dementia Research (N.F.), and Institute of Neuroradiology (K.B.), Ludwig-Maximilians-Universität München, Germany; Département des Sciences Neurologiques (R.L.), Clinique Interdisciplinaire de Mémoire (CIME); McConnell Brain Imaging Centre (S.D.), Montreal Neurological Institute, McGill University; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Quebec; Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurology and Laboratory of Neurosciences (A.M.), Faculty of Medicine, University of Lisbon; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, Centro Hospitalar e Universitário de Coimbra; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, University of Coimbra, Portugal; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clinic, Institut d'Investigacions Biomediques August Pi I Sunyer; Institut d'Investigació Biomèdica August Pi I Sunyer (R.S.-V.), Barcelona; Department of Neurology (F.M.), Donostio University Hospital, San Sebastian; Neuroscience Area (F.M.), Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain; Department of Neuroscience, Psychology, Drug Research and Child Health (S. Sorbi), University of Florence; IRCCS Fondazione Don Carlo Gnocchi (S. Sorbi), Florence; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (F.T.), Milano; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Department of Neurology (M.O.), University Hospital Ulm; Department of Neurology (M.O.), Martin-Luther-University Halle-Wittenberg, Germany Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; Center for Neurodegenerative Diseases (M.S.), Tübingen, Germany; Fondazione IRCCS Ospediale Policlinico (D.G.), Milan; Centro Dino Ferrari (D.G.), University of Milan, Italy; Leuven Brain Institute (LBI) (R.V.), KU Leuven; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven; Neurology Department (R.V.), UZ Leuven, Belgium; Department of Neurology (J.S.), Erasmus Medical Centre, Rotterdam, the Netherlands; Nuffield Department of Clinical Neurosciences (C.B.), Medical Sciences Division, University of Oxford; Department of Brain Sciences (C.B.), Imperial College London; Wolfson Molecular Imaging Centre (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, United Kingdom; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Swedish FTD Initiative (C.G.), Stockholm; Division of Neurogeriatrics (C.G.), Centre for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet Solna; Unit for Hereditary Dementias (C.G.), Theme Aging, Karolinska University Hospital, Stockholm, Sweden; Dementia Research Centre (J.D.R.), University College London, United Kingdom; Hurvitz Brain Sciences Program (M.M.), Sunnybrook Research Institute, University of Toronto; Division of Neurology (M.M.), Department of Medicine, University of Toronto; Cognitive and Movement Disorders Clinic (M.M.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Cognition and Brain Sciences Unit (J.R.), Medical Research Council; Department of Clinical Neurosciences (J.R.), University of Cambridge; Cambridge University Hospitals NHS Trust (J.R.), United Kingdom; German Center for Neurodegenerative Diseases (DZNE) (J.L.); Munich Cluster for Systems Neurology (SyNergy) (J.L.); and European Reference Network for Rare Neurological Diseases (ERN-RND) (J.L.), Munich, Germany
| | - Francisco J Martinez-Murcia
- From the Department of Neurology (S. Schönecker, C.P., E.W., S.V.L., A.D., J.L.), Ludwig-Maximilians-Universität München, Germany; Department of Signal Theory Networking and Communications (F.J.M.-M., J.-M.G.S.), Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Spain; Institute for Clinical Radiology (B.-S.R.), Institute for Stroke and Dementia Research (N.F.), and Institute of Neuroradiology (K.B.), Ludwig-Maximilians-Universität München, Germany; Département des Sciences Neurologiques (R.L.), Clinique Interdisciplinaire de Mémoire (CIME); McConnell Brain Imaging Centre (S.D.), Montreal Neurological Institute, McGill University; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Quebec; Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurology and Laboratory of Neurosciences (A.M.), Faculty of Medicine, University of Lisbon; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, Centro Hospitalar e Universitário de Coimbra; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, University of Coimbra, Portugal; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clinic, Institut d'Investigacions Biomediques August Pi I Sunyer; Institut d'Investigació Biomèdica August Pi I Sunyer (R.S.-V.), Barcelona; Department of Neurology (F.M.), Donostio University Hospital, San Sebastian; Neuroscience Area (F.M.), Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain; Department of Neuroscience, Psychology, Drug Research and Child Health (S. Sorbi), University of Florence; IRCCS Fondazione Don Carlo Gnocchi (S. Sorbi), Florence; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (F.T.), Milano; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Department of Neurology (M.O.), University Hospital Ulm; Department of Neurology (M.O.), Martin-Luther-University Halle-Wittenberg, Germany Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; Center for Neurodegenerative Diseases (M.S.), Tübingen, Germany; Fondazione IRCCS Ospediale Policlinico (D.G.), Milan; Centro Dino Ferrari (D.G.), University of Milan, Italy; Leuven Brain Institute (LBI) (R.V.), KU Leuven; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven; Neurology Department (R.V.), UZ Leuven, Belgium; Department of Neurology (J.S.), Erasmus Medical Centre, Rotterdam, the Netherlands; Nuffield Department of Clinical Neurosciences (C.B.), Medical Sciences Division, University of Oxford; Department of Brain Sciences (C.B.), Imperial College London; Wolfson Molecular Imaging Centre (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, United Kingdom; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Swedish FTD Initiative (C.G.), Stockholm; Division of Neurogeriatrics (C.G.), Centre for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet Solna; Unit for Hereditary Dementias (C.G.), Theme Aging, Karolinska University Hospital, Stockholm, Sweden; Dementia Research Centre (J.D.R.), University College London, United Kingdom; Hurvitz Brain Sciences Program (M.M.), Sunnybrook Research Institute, University of Toronto; Division of Neurology (M.M.), Department of Medicine, University of Toronto; Cognitive and Movement Disorders Clinic (M.M.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Cognition and Brain Sciences Unit (J.R.), Medical Research Council; Department of Clinical Neurosciences (J.R.), University of Cambridge; Cambridge University Hospitals NHS Trust (J.R.), United Kingdom; German Center for Neurodegenerative Diseases (DZNE) (J.L.); Munich Cluster for Systems Neurology (SyNergy) (J.L.); and European Reference Network for Rare Neurological Diseases (ERN-RND) (J.L.), Munich, Germany
| | - Boris-Stephan Rauchmann
- From the Department of Neurology (S. Schönecker, C.P., E.W., S.V.L., A.D., J.L.), Ludwig-Maximilians-Universität München, Germany; Department of Signal Theory Networking and Communications (F.J.M.-M., J.-M.G.S.), Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Spain; Institute for Clinical Radiology (B.-S.R.), Institute for Stroke and Dementia Research (N.F.), and Institute of Neuroradiology (K.B.), Ludwig-Maximilians-Universität München, Germany; Département des Sciences Neurologiques (R.L.), Clinique Interdisciplinaire de Mémoire (CIME); McConnell Brain Imaging Centre (S.D.), Montreal Neurological Institute, McGill University; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Quebec; Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurology and Laboratory of Neurosciences (A.M.), Faculty of Medicine, University of Lisbon; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, Centro Hospitalar e Universitário de Coimbra; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, University of Coimbra, Portugal; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clinic, Institut d'Investigacions Biomediques August Pi I Sunyer; Institut d'Investigació Biomèdica August Pi I Sunyer (R.S.-V.), Barcelona; Department of Neurology (F.M.), Donostio University Hospital, San Sebastian; Neuroscience Area (F.M.), Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain; Department of Neuroscience, Psychology, Drug Research and Child Health (S. Sorbi), University of Florence; IRCCS Fondazione Don Carlo Gnocchi (S. Sorbi), Florence; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (F.T.), Milano; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Department of Neurology (M.O.), University Hospital Ulm; Department of Neurology (M.O.), Martin-Luther-University Halle-Wittenberg, Germany Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; Center for Neurodegenerative Diseases (M.S.), Tübingen, Germany; Fondazione IRCCS Ospediale Policlinico (D.G.), Milan; Centro Dino Ferrari (D.G.), University of Milan, Italy; Leuven Brain Institute (LBI) (R.V.), KU Leuven; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven; Neurology Department (R.V.), UZ Leuven, Belgium; Department of Neurology (J.S.), Erasmus Medical Centre, Rotterdam, the Netherlands; Nuffield Department of Clinical Neurosciences (C.B.), Medical Sciences Division, University of Oxford; Department of Brain Sciences (C.B.), Imperial College London; Wolfson Molecular Imaging Centre (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, United Kingdom; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Swedish FTD Initiative (C.G.), Stockholm; Division of Neurogeriatrics (C.G.), Centre for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet Solna; Unit for Hereditary Dementias (C.G.), Theme Aging, Karolinska University Hospital, Stockholm, Sweden; Dementia Research Centre (J.D.R.), University College London, United Kingdom; Hurvitz Brain Sciences Program (M.M.), Sunnybrook Research Institute, University of Toronto; Division of Neurology (M.M.), Department of Medicine, University of Toronto; Cognitive and Movement Disorders Clinic (M.M.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Cognition and Brain Sciences Unit (J.R.), Medical Research Council; Department of Clinical Neurosciences (J.R.), University of Cambridge; Cambridge University Hospitals NHS Trust (J.R.), United Kingdom; German Center for Neurodegenerative Diseases (DZNE) (J.L.); Munich Cluster for Systems Neurology (SyNergy) (J.L.); and European Reference Network for Rare Neurological Diseases (ERN-RND) (J.L.), Munich, Germany
| | - Nicolai Franzmeier
- From the Department of Neurology (S. Schönecker, C.P., E.W., S.V.L., A.D., J.L.), Ludwig-Maximilians-Universität München, Germany; Department of Signal Theory Networking and Communications (F.J.M.-M., J.-M.G.S.), Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Spain; Institute for Clinical Radiology (B.-S.R.), Institute for Stroke and Dementia Research (N.F.), and Institute of Neuroradiology (K.B.), Ludwig-Maximilians-Universität München, Germany; Département des Sciences Neurologiques (R.L.), Clinique Interdisciplinaire de Mémoire (CIME); McConnell Brain Imaging Centre (S.D.), Montreal Neurological Institute, McGill University; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Quebec; Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurology and Laboratory of Neurosciences (A.M.), Faculty of Medicine, University of Lisbon; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, Centro Hospitalar e Universitário de Coimbra; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, University of Coimbra, Portugal; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clinic, Institut d'Investigacions Biomediques August Pi I Sunyer; Institut d'Investigació Biomèdica August Pi I Sunyer (R.S.-V.), Barcelona; Department of Neurology (F.M.), Donostio University Hospital, San Sebastian; Neuroscience Area (F.M.), Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain; Department of Neuroscience, Psychology, Drug Research and Child Health (S. Sorbi), University of Florence; IRCCS Fondazione Don Carlo Gnocchi (S. Sorbi), Florence; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (F.T.), Milano; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Department of Neurology (M.O.), University Hospital Ulm; Department of Neurology (M.O.), Martin-Luther-University Halle-Wittenberg, Germany Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; Center for Neurodegenerative Diseases (M.S.), Tübingen, Germany; Fondazione IRCCS Ospediale Policlinico (D.G.), Milan; Centro Dino Ferrari (D.G.), University of Milan, Italy; Leuven Brain Institute (LBI) (R.V.), KU Leuven; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven; Neurology Department (R.V.), UZ Leuven, Belgium; Department of Neurology (J.S.), Erasmus Medical Centre, Rotterdam, the Netherlands; Nuffield Department of Clinical Neurosciences (C.B.), Medical Sciences Division, University of Oxford; Department of Brain Sciences (C.B.), Imperial College London; Wolfson Molecular Imaging Centre (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, United Kingdom; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Swedish FTD Initiative (C.G.), Stockholm; Division of Neurogeriatrics (C.G.), Centre for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet Solna; Unit for Hereditary Dementias (C.G.), Theme Aging, Karolinska University Hospital, Stockholm, Sweden; Dementia Research Centre (J.D.R.), University College London, United Kingdom; Hurvitz Brain Sciences Program (M.M.), Sunnybrook Research Institute, University of Toronto; Division of Neurology (M.M.), Department of Medicine, University of Toronto; Cognitive and Movement Disorders Clinic (M.M.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Cognition and Brain Sciences Unit (J.R.), Medical Research Council; Department of Clinical Neurosciences (J.R.), University of Cambridge; Cambridge University Hospitals NHS Trust (J.R.), United Kingdom; German Center for Neurodegenerative Diseases (DZNE) (J.L.); Munich Cluster for Systems Neurology (SyNergy) (J.L.); and European Reference Network for Rare Neurological Diseases (ERN-RND) (J.L.), Munich, Germany
| | - Catharina Prix
- From the Department of Neurology (S. Schönecker, C.P., E.W., S.V.L., A.D., J.L.), Ludwig-Maximilians-Universität München, Germany; Department of Signal Theory Networking and Communications (F.J.M.-M., J.-M.G.S.), Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Spain; Institute for Clinical Radiology (B.-S.R.), Institute for Stroke and Dementia Research (N.F.), and Institute of Neuroradiology (K.B.), Ludwig-Maximilians-Universität München, Germany; Département des Sciences Neurologiques (R.L.), Clinique Interdisciplinaire de Mémoire (CIME); McConnell Brain Imaging Centre (S.D.), Montreal Neurological Institute, McGill University; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Quebec; Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurology and Laboratory of Neurosciences (A.M.), Faculty of Medicine, University of Lisbon; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, Centro Hospitalar e Universitário de Coimbra; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, University of Coimbra, Portugal; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clinic, Institut d'Investigacions Biomediques August Pi I Sunyer; Institut d'Investigació Biomèdica August Pi I Sunyer (R.S.-V.), Barcelona; Department of Neurology (F.M.), Donostio University Hospital, San Sebastian; Neuroscience Area (F.M.), Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain; Department of Neuroscience, Psychology, Drug Research and Child Health (S. Sorbi), University of Florence; IRCCS Fondazione Don Carlo Gnocchi (S. Sorbi), Florence; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (F.T.), Milano; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Department of Neurology (M.O.), University Hospital Ulm; Department of Neurology (M.O.), Martin-Luther-University Halle-Wittenberg, Germany Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; Center for Neurodegenerative Diseases (M.S.), Tübingen, Germany; Fondazione IRCCS Ospediale Policlinico (D.G.), Milan; Centro Dino Ferrari (D.G.), University of Milan, Italy; Leuven Brain Institute (LBI) (R.V.), KU Leuven; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven; Neurology Department (R.V.), UZ Leuven, Belgium; Department of Neurology (J.S.), Erasmus Medical Centre, Rotterdam, the Netherlands; Nuffield Department of Clinical Neurosciences (C.B.), Medical Sciences Division, University of Oxford; Department of Brain Sciences (C.B.), Imperial College London; Wolfson Molecular Imaging Centre (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, United Kingdom; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Swedish FTD Initiative (C.G.), Stockholm; Division of Neurogeriatrics (C.G.), Centre for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet Solna; Unit for Hereditary Dementias (C.G.), Theme Aging, Karolinska University Hospital, Stockholm, Sweden; Dementia Research Centre (J.D.R.), University College London, United Kingdom; Hurvitz Brain Sciences Program (M.M.), Sunnybrook Research Institute, University of Toronto; Division of Neurology (M.M.), Department of Medicine, University of Toronto; Cognitive and Movement Disorders Clinic (M.M.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Cognition and Brain Sciences Unit (J.R.), Medical Research Council; Department of Clinical Neurosciences (J.R.), University of Cambridge; Cambridge University Hospitals NHS Trust (J.R.), United Kingdom; German Center for Neurodegenerative Diseases (DZNE) (J.L.); Munich Cluster for Systems Neurology (SyNergy) (J.L.); and European Reference Network for Rare Neurological Diseases (ERN-RND) (J.L.), Munich, Germany
| | - Elisabeth Wlasich
- From the Department of Neurology (S. Schönecker, C.P., E.W., S.V.L., A.D., J.L.), Ludwig-Maximilians-Universität München, Germany; Department of Signal Theory Networking and Communications (F.J.M.-M., J.-M.G.S.), Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Spain; Institute for Clinical Radiology (B.-S.R.), Institute for Stroke and Dementia Research (N.F.), and Institute of Neuroradiology (K.B.), Ludwig-Maximilians-Universität München, Germany; Département des Sciences Neurologiques (R.L.), Clinique Interdisciplinaire de Mémoire (CIME); McConnell Brain Imaging Centre (S.D.), Montreal Neurological Institute, McGill University; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Quebec; Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurology and Laboratory of Neurosciences (A.M.), Faculty of Medicine, University of Lisbon; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, Centro Hospitalar e Universitário de Coimbra; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, University of Coimbra, Portugal; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clinic, Institut d'Investigacions Biomediques August Pi I Sunyer; Institut d'Investigació Biomèdica August Pi I Sunyer (R.S.-V.), Barcelona; Department of Neurology (F.M.), Donostio University Hospital, San Sebastian; Neuroscience Area (F.M.), Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain; Department of Neuroscience, Psychology, Drug Research and Child Health (S. Sorbi), University of Florence; IRCCS Fondazione Don Carlo Gnocchi (S. Sorbi), Florence; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (F.T.), Milano; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Department of Neurology (M.O.), University Hospital Ulm; Department of Neurology (M.O.), Martin-Luther-University Halle-Wittenberg, Germany Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; Center for Neurodegenerative Diseases (M.S.), Tübingen, Germany; Fondazione IRCCS Ospediale Policlinico (D.G.), Milan; Centro Dino Ferrari (D.G.), University of Milan, Italy; Leuven Brain Institute (LBI) (R.V.), KU Leuven; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven; Neurology Department (R.V.), UZ Leuven, Belgium; Department of Neurology (J.S.), Erasmus Medical Centre, Rotterdam, the Netherlands; Nuffield Department of Clinical Neurosciences (C.B.), Medical Sciences Division, University of Oxford; Department of Brain Sciences (C.B.), Imperial College London; Wolfson Molecular Imaging Centre (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, United Kingdom; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Swedish FTD Initiative (C.G.), Stockholm; Division of Neurogeriatrics (C.G.), Centre for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet Solna; Unit for Hereditary Dementias (C.G.), Theme Aging, Karolinska University Hospital, Stockholm, Sweden; Dementia Research Centre (J.D.R.), University College London, United Kingdom; Hurvitz Brain Sciences Program (M.M.), Sunnybrook Research Institute, University of Toronto; Division of Neurology (M.M.), Department of Medicine, University of Toronto; Cognitive and Movement Disorders Clinic (M.M.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Cognition and Brain Sciences Unit (J.R.), Medical Research Council; Department of Clinical Neurosciences (J.R.), University of Cambridge; Cambridge University Hospitals NHS Trust (J.R.), United Kingdom; German Center for Neurodegenerative Diseases (DZNE) (J.L.); Munich Cluster for Systems Neurology (SyNergy) (J.L.); and European Reference Network for Rare Neurological Diseases (ERN-RND) (J.L.), Munich, Germany
| | - Sandra V Loosli
- From the Department of Neurology (S. Schönecker, C.P., E.W., S.V.L., A.D., J.L.), Ludwig-Maximilians-Universität München, Germany; Department of Signal Theory Networking and Communications (F.J.M.-M., J.-M.G.S.), Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Spain; Institute for Clinical Radiology (B.-S.R.), Institute for Stroke and Dementia Research (N.F.), and Institute of Neuroradiology (K.B.), Ludwig-Maximilians-Universität München, Germany; Département des Sciences Neurologiques (R.L.), Clinique Interdisciplinaire de Mémoire (CIME); McConnell Brain Imaging Centre (S.D.), Montreal Neurological Institute, McGill University; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Quebec; Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurology and Laboratory of Neurosciences (A.M.), Faculty of Medicine, University of Lisbon; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, Centro Hospitalar e Universitário de Coimbra; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, University of Coimbra, Portugal; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clinic, Institut d'Investigacions Biomediques August Pi I Sunyer; Institut d'Investigació Biomèdica August Pi I Sunyer (R.S.-V.), Barcelona; Department of Neurology (F.M.), Donostio University Hospital, San Sebastian; Neuroscience Area (F.M.), Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain; Department of Neuroscience, Psychology, Drug Research and Child Health (S. Sorbi), University of Florence; IRCCS Fondazione Don Carlo Gnocchi (S. Sorbi), Florence; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (F.T.), Milano; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Department of Neurology (M.O.), University Hospital Ulm; Department of Neurology (M.O.), Martin-Luther-University Halle-Wittenberg, Germany Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; Center for Neurodegenerative Diseases (M.S.), Tübingen, Germany; Fondazione IRCCS Ospediale Policlinico (D.G.), Milan; Centro Dino Ferrari (D.G.), University of Milan, Italy; Leuven Brain Institute (LBI) (R.V.), KU Leuven; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven; Neurology Department (R.V.), UZ Leuven, Belgium; Department of Neurology (J.S.), Erasmus Medical Centre, Rotterdam, the Netherlands; Nuffield Department of Clinical Neurosciences (C.B.), Medical Sciences Division, University of Oxford; Department of Brain Sciences (C.B.), Imperial College London; Wolfson Molecular Imaging Centre (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, United Kingdom; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Swedish FTD Initiative (C.G.), Stockholm; Division of Neurogeriatrics (C.G.), Centre for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet Solna; Unit for Hereditary Dementias (C.G.), Theme Aging, Karolinska University Hospital, Stockholm, Sweden; Dementia Research Centre (J.D.R.), University College London, United Kingdom; Hurvitz Brain Sciences Program (M.M.), Sunnybrook Research Institute, University of Toronto; Division of Neurology (M.M.), Department of Medicine, University of Toronto; Cognitive and Movement Disorders Clinic (M.M.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Cognition and Brain Sciences Unit (J.R.), Medical Research Council; Department of Clinical Neurosciences (J.R.), University of Cambridge; Cambridge University Hospitals NHS Trust (J.R.), United Kingdom; German Center for Neurodegenerative Diseases (DZNE) (J.L.); Munich Cluster for Systems Neurology (SyNergy) (J.L.); and European Reference Network for Rare Neurological Diseases (ERN-RND) (J.L.), Munich, Germany
| | - Katja Bochmann
- From the Department of Neurology (S. Schönecker, C.P., E.W., S.V.L., A.D., J.L.), Ludwig-Maximilians-Universität München, Germany; Department of Signal Theory Networking and Communications (F.J.M.-M., J.-M.G.S.), Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Spain; Institute for Clinical Radiology (B.-S.R.), Institute for Stroke and Dementia Research (N.F.), and Institute of Neuroradiology (K.B.), Ludwig-Maximilians-Universität München, Germany; Département des Sciences Neurologiques (R.L.), Clinique Interdisciplinaire de Mémoire (CIME); McConnell Brain Imaging Centre (S.D.), Montreal Neurological Institute, McGill University; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Quebec; Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurology and Laboratory of Neurosciences (A.M.), Faculty of Medicine, University of Lisbon; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, Centro Hospitalar e Universitário de Coimbra; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, University of Coimbra, Portugal; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clinic, Institut d'Investigacions Biomediques August Pi I Sunyer; Institut d'Investigació Biomèdica August Pi I Sunyer (R.S.-V.), Barcelona; Department of Neurology (F.M.), Donostio University Hospital, San Sebastian; Neuroscience Area (F.M.), Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain; Department of Neuroscience, Psychology, Drug Research and Child Health (S. Sorbi), University of Florence; IRCCS Fondazione Don Carlo Gnocchi (S. Sorbi), Florence; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (F.T.), Milano; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Department of Neurology (M.O.), University Hospital Ulm; Department of Neurology (M.O.), Martin-Luther-University Halle-Wittenberg, Germany Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; Center for Neurodegenerative Diseases (M.S.), Tübingen, Germany; Fondazione IRCCS Ospediale Policlinico (D.G.), Milan; Centro Dino Ferrari (D.G.), University of Milan, Italy; Leuven Brain Institute (LBI) (R.V.), KU Leuven; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven; Neurology Department (R.V.), UZ Leuven, Belgium; Department of Neurology (J.S.), Erasmus Medical Centre, Rotterdam, the Netherlands; Nuffield Department of Clinical Neurosciences (C.B.), Medical Sciences Division, University of Oxford; Department of Brain Sciences (C.B.), Imperial College London; Wolfson Molecular Imaging Centre (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, United Kingdom; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Swedish FTD Initiative (C.G.), Stockholm; Division of Neurogeriatrics (C.G.), Centre for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet Solna; Unit for Hereditary Dementias (C.G.), Theme Aging, Karolinska University Hospital, Stockholm, Sweden; Dementia Research Centre (J.D.R.), University College London, United Kingdom; Hurvitz Brain Sciences Program (M.M.), Sunnybrook Research Institute, University of Toronto; Division of Neurology (M.M.), Department of Medicine, University of Toronto; Cognitive and Movement Disorders Clinic (M.M.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Cognition and Brain Sciences Unit (J.R.), Medical Research Council; Department of Clinical Neurosciences (J.R.), University of Cambridge; Cambridge University Hospitals NHS Trust (J.R.), United Kingdom; German Center for Neurodegenerative Diseases (DZNE) (J.L.); Munich Cluster for Systems Neurology (SyNergy) (J.L.); and European Reference Network for Rare Neurological Diseases (ERN-RND) (J.L.), Munich, Germany
| | - Juan-Manuel Gorriz Saez
- From the Department of Neurology (S. Schönecker, C.P., E.W., S.V.L., A.D., J.L.), Ludwig-Maximilians-Universität München, Germany; Department of Signal Theory Networking and Communications (F.J.M.-M., J.-M.G.S.), Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Spain; Institute for Clinical Radiology (B.-S.R.), Institute for Stroke and Dementia Research (N.F.), and Institute of Neuroradiology (K.B.), Ludwig-Maximilians-Universität München, Germany; Département des Sciences Neurologiques (R.L.), Clinique Interdisciplinaire de Mémoire (CIME); McConnell Brain Imaging Centre (S.D.), Montreal Neurological Institute, McGill University; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Quebec; Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurology and Laboratory of Neurosciences (A.M.), Faculty of Medicine, University of Lisbon; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, Centro Hospitalar e Universitário de Coimbra; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, University of Coimbra, Portugal; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clinic, Institut d'Investigacions Biomediques August Pi I Sunyer; Institut d'Investigació Biomèdica August Pi I Sunyer (R.S.-V.), Barcelona; Department of Neurology (F.M.), Donostio University Hospital, San Sebastian; Neuroscience Area (F.M.), Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain; Department of Neuroscience, Psychology, Drug Research and Child Health (S. Sorbi), University of Florence; IRCCS Fondazione Don Carlo Gnocchi (S. Sorbi), Florence; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (F.T.), Milano; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Department of Neurology (M.O.), University Hospital Ulm; Department of Neurology (M.O.), Martin-Luther-University Halle-Wittenberg, Germany Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; Center for Neurodegenerative Diseases (M.S.), Tübingen, Germany; Fondazione IRCCS Ospediale Policlinico (D.G.), Milan; Centro Dino Ferrari (D.G.), University of Milan, Italy; Leuven Brain Institute (LBI) (R.V.), KU Leuven; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven; Neurology Department (R.V.), UZ Leuven, Belgium; Department of Neurology (J.S.), Erasmus Medical Centre, Rotterdam, the Netherlands; Nuffield Department of Clinical Neurosciences (C.B.), Medical Sciences Division, University of Oxford; Department of Brain Sciences (C.B.), Imperial College London; Wolfson Molecular Imaging Centre (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, United Kingdom; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Swedish FTD Initiative (C.G.), Stockholm; Division of Neurogeriatrics (C.G.), Centre for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet Solna; Unit for Hereditary Dementias (C.G.), Theme Aging, Karolinska University Hospital, Stockholm, Sweden; Dementia Research Centre (J.D.R.), University College London, United Kingdom; Hurvitz Brain Sciences Program (M.M.), Sunnybrook Research Institute, University of Toronto; Division of Neurology (M.M.), Department of Medicine, University of Toronto; Cognitive and Movement Disorders Clinic (M.M.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Cognition and Brain Sciences Unit (J.R.), Medical Research Council; Department of Clinical Neurosciences (J.R.), University of Cambridge; Cambridge University Hospitals NHS Trust (J.R.), United Kingdom; German Center for Neurodegenerative Diseases (DZNE) (J.L.); Munich Cluster for Systems Neurology (SyNergy) (J.L.); and European Reference Network for Rare Neurological Diseases (ERN-RND) (J.L.), Munich, Germany
| | - Robert Laforce
- From the Department of Neurology (S. Schönecker, C.P., E.W., S.V.L., A.D., J.L.), Ludwig-Maximilians-Universität München, Germany; Department of Signal Theory Networking and Communications (F.J.M.-M., J.-M.G.S.), Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Spain; Institute for Clinical Radiology (B.-S.R.), Institute for Stroke and Dementia Research (N.F.), and Institute of Neuroradiology (K.B.), Ludwig-Maximilians-Universität München, Germany; Département des Sciences Neurologiques (R.L.), Clinique Interdisciplinaire de Mémoire (CIME); McConnell Brain Imaging Centre (S.D.), Montreal Neurological Institute, McGill University; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Quebec; Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurology and Laboratory of Neurosciences (A.M.), Faculty of Medicine, University of Lisbon; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, Centro Hospitalar e Universitário de Coimbra; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, University of Coimbra, Portugal; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clinic, Institut d'Investigacions Biomediques August Pi I Sunyer; Institut d'Investigació Biomèdica August Pi I Sunyer (R.S.-V.), Barcelona; Department of Neurology (F.M.), Donostio University Hospital, San Sebastian; Neuroscience Area (F.M.), Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain; Department of Neuroscience, Psychology, Drug Research and Child Health (S. Sorbi), University of Florence; IRCCS Fondazione Don Carlo Gnocchi (S. Sorbi), Florence; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (F.T.), Milano; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Department of Neurology (M.O.), University Hospital Ulm; Department of Neurology (M.O.), Martin-Luther-University Halle-Wittenberg, Germany Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; Center for Neurodegenerative Diseases (M.S.), Tübingen, Germany; Fondazione IRCCS Ospediale Policlinico (D.G.), Milan; Centro Dino Ferrari (D.G.), University of Milan, Italy; Leuven Brain Institute (LBI) (R.V.), KU Leuven; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven; Neurology Department (R.V.), UZ Leuven, Belgium; Department of Neurology (J.S.), Erasmus Medical Centre, Rotterdam, the Netherlands; Nuffield Department of Clinical Neurosciences (C.B.), Medical Sciences Division, University of Oxford; Department of Brain Sciences (C.B.), Imperial College London; Wolfson Molecular Imaging Centre (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, United Kingdom; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Swedish FTD Initiative (C.G.), Stockholm; Division of Neurogeriatrics (C.G.), Centre for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet Solna; Unit for Hereditary Dementias (C.G.), Theme Aging, Karolinska University Hospital, Stockholm, Sweden; Dementia Research Centre (J.D.R.), University College London, United Kingdom; Hurvitz Brain Sciences Program (M.M.), Sunnybrook Research Institute, University of Toronto; Division of Neurology (M.M.), Department of Medicine, University of Toronto; Cognitive and Movement Disorders Clinic (M.M.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Cognition and Brain Sciences Unit (J.R.), Medical Research Council; Department of Clinical Neurosciences (J.R.), University of Cambridge; Cambridge University Hospitals NHS Trust (J.R.), United Kingdom; German Center for Neurodegenerative Diseases (DZNE) (J.L.); Munich Cluster for Systems Neurology (SyNergy) (J.L.); and European Reference Network for Rare Neurological Diseases (ERN-RND) (J.L.), Munich, Germany
| | - Simon Ducharme
- From the Department of Neurology (S. Schönecker, C.P., E.W., S.V.L., A.D., J.L.), Ludwig-Maximilians-Universität München, Germany; Department of Signal Theory Networking and Communications (F.J.M.-M., J.-M.G.S.), Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Spain; Institute for Clinical Radiology (B.-S.R.), Institute for Stroke and Dementia Research (N.F.), and Institute of Neuroradiology (K.B.), Ludwig-Maximilians-Universität München, Germany; Département des Sciences Neurologiques (R.L.), Clinique Interdisciplinaire de Mémoire (CIME); McConnell Brain Imaging Centre (S.D.), Montreal Neurological Institute, McGill University; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Quebec; Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurology and Laboratory of Neurosciences (A.M.), Faculty of Medicine, University of Lisbon; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, Centro Hospitalar e Universitário de Coimbra; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, University of Coimbra, Portugal; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clinic, Institut d'Investigacions Biomediques August Pi I Sunyer; Institut d'Investigació Biomèdica August Pi I Sunyer (R.S.-V.), Barcelona; Department of Neurology (F.M.), Donostio University Hospital, San Sebastian; Neuroscience Area (F.M.), Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain; Department of Neuroscience, Psychology, Drug Research and Child Health (S. Sorbi), University of Florence; IRCCS Fondazione Don Carlo Gnocchi (S. Sorbi), Florence; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (F.T.), Milano; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Department of Neurology (M.O.), University Hospital Ulm; Department of Neurology (M.O.), Martin-Luther-University Halle-Wittenberg, Germany Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; Center for Neurodegenerative Diseases (M.S.), Tübingen, Germany; Fondazione IRCCS Ospediale Policlinico (D.G.), Milan; Centro Dino Ferrari (D.G.), University of Milan, Italy; Leuven Brain Institute (LBI) (R.V.), KU Leuven; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven; Neurology Department (R.V.), UZ Leuven, Belgium; Department of Neurology (J.S.), Erasmus Medical Centre, Rotterdam, the Netherlands; Nuffield Department of Clinical Neurosciences (C.B.), Medical Sciences Division, University of Oxford; Department of Brain Sciences (C.B.), Imperial College London; Wolfson Molecular Imaging Centre (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, United Kingdom; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Swedish FTD Initiative (C.G.), Stockholm; Division of Neurogeriatrics (C.G.), Centre for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet Solna; Unit for Hereditary Dementias (C.G.), Theme Aging, Karolinska University Hospital, Stockholm, Sweden; Dementia Research Centre (J.D.R.), University College London, United Kingdom; Hurvitz Brain Sciences Program (M.M.), Sunnybrook Research Institute, University of Toronto; Division of Neurology (M.M.), Department of Medicine, University of Toronto; Cognitive and Movement Disorders Clinic (M.M.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Cognition and Brain Sciences Unit (J.R.), Medical Research Council; Department of Clinical Neurosciences (J.R.), University of Cambridge; Cambridge University Hospitals NHS Trust (J.R.), United Kingdom; German Center for Neurodegenerative Diseases (DZNE) (J.L.); Munich Cluster for Systems Neurology (SyNergy) (J.L.); and European Reference Network for Rare Neurological Diseases (ERN-RND) (J.L.), Munich, Germany
| | - Maria Carmela Tartaglia
- From the Department of Neurology (S. Schönecker, C.P., E.W., S.V.L., A.D., J.L.), Ludwig-Maximilians-Universität München, Germany; Department of Signal Theory Networking and Communications (F.J.M.-M., J.-M.G.S.), Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Spain; Institute for Clinical Radiology (B.-S.R.), Institute for Stroke and Dementia Research (N.F.), and Institute of Neuroradiology (K.B.), Ludwig-Maximilians-Universität München, Germany; Département des Sciences Neurologiques (R.L.), Clinique Interdisciplinaire de Mémoire (CIME); McConnell Brain Imaging Centre (S.D.), Montreal Neurological Institute, McGill University; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Quebec; Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurology and Laboratory of Neurosciences (A.M.), Faculty of Medicine, University of Lisbon; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, Centro Hospitalar e Universitário de Coimbra; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, University of Coimbra, Portugal; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clinic, Institut d'Investigacions Biomediques August Pi I Sunyer; Institut d'Investigació Biomèdica August Pi I Sunyer (R.S.-V.), Barcelona; Department of Neurology (F.M.), Donostio University Hospital, San Sebastian; Neuroscience Area (F.M.), Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain; Department of Neuroscience, Psychology, Drug Research and Child Health (S. Sorbi), University of Florence; IRCCS Fondazione Don Carlo Gnocchi (S. Sorbi), Florence; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (F.T.), Milano; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Department of Neurology (M.O.), University Hospital Ulm; Department of Neurology (M.O.), Martin-Luther-University Halle-Wittenberg, Germany Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; Center for Neurodegenerative Diseases (M.S.), Tübingen, Germany; Fondazione IRCCS Ospediale Policlinico (D.G.), Milan; Centro Dino Ferrari (D.G.), University of Milan, Italy; Leuven Brain Institute (LBI) (R.V.), KU Leuven; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven; Neurology Department (R.V.), UZ Leuven, Belgium; Department of Neurology (J.S.), Erasmus Medical Centre, Rotterdam, the Netherlands; Nuffield Department of Clinical Neurosciences (C.B.), Medical Sciences Division, University of Oxford; Department of Brain Sciences (C.B.), Imperial College London; Wolfson Molecular Imaging Centre (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, United Kingdom; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Swedish FTD Initiative (C.G.), Stockholm; Division of Neurogeriatrics (C.G.), Centre for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet Solna; Unit for Hereditary Dementias (C.G.), Theme Aging, Karolinska University Hospital, Stockholm, Sweden; Dementia Research Centre (J.D.R.), University College London, United Kingdom; Hurvitz Brain Sciences Program (M.M.), Sunnybrook Research Institute, University of Toronto; Division of Neurology (M.M.), Department of Medicine, University of Toronto; Cognitive and Movement Disorders Clinic (M.M.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Cognition and Brain Sciences Unit (J.R.), Medical Research Council; Department of Clinical Neurosciences (J.R.), University of Cambridge; Cambridge University Hospitals NHS Trust (J.R.), United Kingdom; German Center for Neurodegenerative Diseases (DZNE) (J.L.); Munich Cluster for Systems Neurology (SyNergy) (J.L.); and European Reference Network for Rare Neurological Diseases (ERN-RND) (J.L.), Munich, Germany
| | - Elizabeth Finger
- From the Department of Neurology (S. Schönecker, C.P., E.W., S.V.L., A.D., J.L.), Ludwig-Maximilians-Universität München, Germany; Department of Signal Theory Networking and Communications (F.J.M.-M., J.-M.G.S.), Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Spain; Institute for Clinical Radiology (B.-S.R.), Institute for Stroke and Dementia Research (N.F.), and Institute of Neuroradiology (K.B.), Ludwig-Maximilians-Universität München, Germany; Département des Sciences Neurologiques (R.L.), Clinique Interdisciplinaire de Mémoire (CIME); McConnell Brain Imaging Centre (S.D.), Montreal Neurological Institute, McGill University; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Quebec; Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurology and Laboratory of Neurosciences (A.M.), Faculty of Medicine, University of Lisbon; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, Centro Hospitalar e Universitário de Coimbra; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, University of Coimbra, Portugal; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clinic, Institut d'Investigacions Biomediques August Pi I Sunyer; Institut d'Investigació Biomèdica August Pi I Sunyer (R.S.-V.), Barcelona; Department of Neurology (F.M.), Donostio University Hospital, San Sebastian; Neuroscience Area (F.M.), Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain; Department of Neuroscience, Psychology, Drug Research and Child Health (S. Sorbi), University of Florence; IRCCS Fondazione Don Carlo Gnocchi (S. Sorbi), Florence; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (F.T.), Milano; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Department of Neurology (M.O.), University Hospital Ulm; Department of Neurology (M.O.), Martin-Luther-University Halle-Wittenberg, Germany Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; Center for Neurodegenerative Diseases (M.S.), Tübingen, Germany; Fondazione IRCCS Ospediale Policlinico (D.G.), Milan; Centro Dino Ferrari (D.G.), University of Milan, Italy; Leuven Brain Institute (LBI) (R.V.), KU Leuven; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven; Neurology Department (R.V.), UZ Leuven, Belgium; Department of Neurology (J.S.), Erasmus Medical Centre, Rotterdam, the Netherlands; Nuffield Department of Clinical Neurosciences (C.B.), Medical Sciences Division, University of Oxford; Department of Brain Sciences (C.B.), Imperial College London; Wolfson Molecular Imaging Centre (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, United Kingdom; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Swedish FTD Initiative (C.G.), Stockholm; Division of Neurogeriatrics (C.G.), Centre for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet Solna; Unit for Hereditary Dementias (C.G.), Theme Aging, Karolinska University Hospital, Stockholm, Sweden; Dementia Research Centre (J.D.R.), University College London, United Kingdom; Hurvitz Brain Sciences Program (M.M.), Sunnybrook Research Institute, University of Toronto; Division of Neurology (M.M.), Department of Medicine, University of Toronto; Cognitive and Movement Disorders Clinic (M.M.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Cognition and Brain Sciences Unit (J.R.), Medical Research Council; Department of Clinical Neurosciences (J.R.), University of Cambridge; Cambridge University Hospitals NHS Trust (J.R.), United Kingdom; German Center for Neurodegenerative Diseases (DZNE) (J.L.); Munich Cluster for Systems Neurology (SyNergy) (J.L.); and European Reference Network for Rare Neurological Diseases (ERN-RND) (J.L.), Munich, Germany
| | - Alexandre de Mendonça
- From the Department of Neurology (S. Schönecker, C.P., E.W., S.V.L., A.D., J.L.), Ludwig-Maximilians-Universität München, Germany; Department of Signal Theory Networking and Communications (F.J.M.-M., J.-M.G.S.), Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Spain; Institute for Clinical Radiology (B.-S.R.), Institute for Stroke and Dementia Research (N.F.), and Institute of Neuroradiology (K.B.), Ludwig-Maximilians-Universität München, Germany; Département des Sciences Neurologiques (R.L.), Clinique Interdisciplinaire de Mémoire (CIME); McConnell Brain Imaging Centre (S.D.), Montreal Neurological Institute, McGill University; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Quebec; Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurology and Laboratory of Neurosciences (A.M.), Faculty of Medicine, University of Lisbon; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, Centro Hospitalar e Universitário de Coimbra; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, University of Coimbra, Portugal; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clinic, Institut d'Investigacions Biomediques August Pi I Sunyer; Institut d'Investigació Biomèdica August Pi I Sunyer (R.S.-V.), Barcelona; Department of Neurology (F.M.), Donostio University Hospital, San Sebastian; Neuroscience Area (F.M.), Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain; Department of Neuroscience, Psychology, Drug Research and Child Health (S. Sorbi), University of Florence; IRCCS Fondazione Don Carlo Gnocchi (S. Sorbi), Florence; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (F.T.), Milano; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Department of Neurology (M.O.), University Hospital Ulm; Department of Neurology (M.O.), Martin-Luther-University Halle-Wittenberg, Germany Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; Center for Neurodegenerative Diseases (M.S.), Tübingen, Germany; Fondazione IRCCS Ospediale Policlinico (D.G.), Milan; Centro Dino Ferrari (D.G.), University of Milan, Italy; Leuven Brain Institute (LBI) (R.V.), KU Leuven; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven; Neurology Department (R.V.), UZ Leuven, Belgium; Department of Neurology (J.S.), Erasmus Medical Centre, Rotterdam, the Netherlands; Nuffield Department of Clinical Neurosciences (C.B.), Medical Sciences Division, University of Oxford; Department of Brain Sciences (C.B.), Imperial College London; Wolfson Molecular Imaging Centre (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, United Kingdom; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Swedish FTD Initiative (C.G.), Stockholm; Division of Neurogeriatrics (C.G.), Centre for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet Solna; Unit for Hereditary Dementias (C.G.), Theme Aging, Karolinska University Hospital, Stockholm, Sweden; Dementia Research Centre (J.D.R.), University College London, United Kingdom; Hurvitz Brain Sciences Program (M.M.), Sunnybrook Research Institute, University of Toronto; Division of Neurology (M.M.), Department of Medicine, University of Toronto; Cognitive and Movement Disorders Clinic (M.M.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Cognition and Brain Sciences Unit (J.R.), Medical Research Council; Department of Clinical Neurosciences (J.R.), University of Cambridge; Cambridge University Hospitals NHS Trust (J.R.), United Kingdom; German Center for Neurodegenerative Diseases (DZNE) (J.L.); Munich Cluster for Systems Neurology (SyNergy) (J.L.); and European Reference Network for Rare Neurological Diseases (ERN-RND) (J.L.), Munich, Germany
| | - Isabel Santana
- From the Department of Neurology (S. Schönecker, C.P., E.W., S.V.L., A.D., J.L.), Ludwig-Maximilians-Universität München, Germany; Department of Signal Theory Networking and Communications (F.J.M.-M., J.-M.G.S.), Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Spain; Institute for Clinical Radiology (B.-S.R.), Institute for Stroke and Dementia Research (N.F.), and Institute of Neuroradiology (K.B.), Ludwig-Maximilians-Universität München, Germany; Département des Sciences Neurologiques (R.L.), Clinique Interdisciplinaire de Mémoire (CIME); McConnell Brain Imaging Centre (S.D.), Montreal Neurological Institute, McGill University; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Quebec; Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurology and Laboratory of Neurosciences (A.M.), Faculty of Medicine, University of Lisbon; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, Centro Hospitalar e Universitário de Coimbra; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, University of Coimbra, Portugal; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clinic, Institut d'Investigacions Biomediques August Pi I Sunyer; Institut d'Investigació Biomèdica August Pi I Sunyer (R.S.-V.), Barcelona; Department of Neurology (F.M.), Donostio University Hospital, San Sebastian; Neuroscience Area (F.M.), Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain; Department of Neuroscience, Psychology, Drug Research and Child Health (S. Sorbi), University of Florence; IRCCS Fondazione Don Carlo Gnocchi (S. Sorbi), Florence; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (F.T.), Milano; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Department of Neurology (M.O.), University Hospital Ulm; Department of Neurology (M.O.), Martin-Luther-University Halle-Wittenberg, Germany Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; Center for Neurodegenerative Diseases (M.S.), Tübingen, Germany; Fondazione IRCCS Ospediale Policlinico (D.G.), Milan; Centro Dino Ferrari (D.G.), University of Milan, Italy; Leuven Brain Institute (LBI) (R.V.), KU Leuven; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven; Neurology Department (R.V.), UZ Leuven, Belgium; Department of Neurology (J.S.), Erasmus Medical Centre, Rotterdam, the Netherlands; Nuffield Department of Clinical Neurosciences (C.B.), Medical Sciences Division, University of Oxford; Department of Brain Sciences (C.B.), Imperial College London; Wolfson Molecular Imaging Centre (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, United Kingdom; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Swedish FTD Initiative (C.G.), Stockholm; Division of Neurogeriatrics (C.G.), Centre for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet Solna; Unit for Hereditary Dementias (C.G.), Theme Aging, Karolinska University Hospital, Stockholm, Sweden; Dementia Research Centre (J.D.R.), University College London, United Kingdom; Hurvitz Brain Sciences Program (M.M.), Sunnybrook Research Institute, University of Toronto; Division of Neurology (M.M.), Department of Medicine, University of Toronto; Cognitive and Movement Disorders Clinic (M.M.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Cognition and Brain Sciences Unit (J.R.), Medical Research Council; Department of Clinical Neurosciences (J.R.), University of Cambridge; Cambridge University Hospitals NHS Trust (J.R.), United Kingdom; German Center for Neurodegenerative Diseases (DZNE) (J.L.); Munich Cluster for Systems Neurology (SyNergy) (J.L.); and European Reference Network for Rare Neurological Diseases (ERN-RND) (J.L.), Munich, Germany
| | - Raquel Sanchez-Valle
- From the Department of Neurology (S. Schönecker, C.P., E.W., S.V.L., A.D., J.L.), Ludwig-Maximilians-Universität München, Germany; Department of Signal Theory Networking and Communications (F.J.M.-M., J.-M.G.S.), Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Spain; Institute for Clinical Radiology (B.-S.R.), Institute for Stroke and Dementia Research (N.F.), and Institute of Neuroradiology (K.B.), Ludwig-Maximilians-Universität München, Germany; Département des Sciences Neurologiques (R.L.), Clinique Interdisciplinaire de Mémoire (CIME); McConnell Brain Imaging Centre (S.D.), Montreal Neurological Institute, McGill University; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Quebec; Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurology and Laboratory of Neurosciences (A.M.), Faculty of Medicine, University of Lisbon; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, Centro Hospitalar e Universitário de Coimbra; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, University of Coimbra, Portugal; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clinic, Institut d'Investigacions Biomediques August Pi I Sunyer; Institut d'Investigació Biomèdica August Pi I Sunyer (R.S.-V.), Barcelona; Department of Neurology (F.M.), Donostio University Hospital, San Sebastian; Neuroscience Area (F.M.), Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain; Department of Neuroscience, Psychology, Drug Research and Child Health (S. Sorbi), University of Florence; IRCCS Fondazione Don Carlo Gnocchi (S. Sorbi), Florence; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (F.T.), Milano; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Department of Neurology (M.O.), University Hospital Ulm; Department of Neurology (M.O.), Martin-Luther-University Halle-Wittenberg, Germany Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; Center for Neurodegenerative Diseases (M.S.), Tübingen, Germany; Fondazione IRCCS Ospediale Policlinico (D.G.), Milan; Centro Dino Ferrari (D.G.), University of Milan, Italy; Leuven Brain Institute (LBI) (R.V.), KU Leuven; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven; Neurology Department (R.V.), UZ Leuven, Belgium; Department of Neurology (J.S.), Erasmus Medical Centre, Rotterdam, the Netherlands; Nuffield Department of Clinical Neurosciences (C.B.), Medical Sciences Division, University of Oxford; Department of Brain Sciences (C.B.), Imperial College London; Wolfson Molecular Imaging Centre (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, United Kingdom; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Swedish FTD Initiative (C.G.), Stockholm; Division of Neurogeriatrics (C.G.), Centre for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet Solna; Unit for Hereditary Dementias (C.G.), Theme Aging, Karolinska University Hospital, Stockholm, Sweden; Dementia Research Centre (J.D.R.), University College London, United Kingdom; Hurvitz Brain Sciences Program (M.M.), Sunnybrook Research Institute, University of Toronto; Division of Neurology (M.M.), Department of Medicine, University of Toronto; Cognitive and Movement Disorders Clinic (M.M.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Cognition and Brain Sciences Unit (J.R.), Medical Research Council; Department of Clinical Neurosciences (J.R.), University of Cambridge; Cambridge University Hospitals NHS Trust (J.R.), United Kingdom; German Center for Neurodegenerative Diseases (DZNE) (J.L.); Munich Cluster for Systems Neurology (SyNergy) (J.L.); and European Reference Network for Rare Neurological Diseases (ERN-RND) (J.L.), Munich, Germany
| | - Fermin Moreno
- From the Department of Neurology (S. Schönecker, C.P., E.W., S.V.L., A.D., J.L.), Ludwig-Maximilians-Universität München, Germany; Department of Signal Theory Networking and Communications (F.J.M.-M., J.-M.G.S.), Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Spain; Institute for Clinical Radiology (B.-S.R.), Institute for Stroke and Dementia Research (N.F.), and Institute of Neuroradiology (K.B.), Ludwig-Maximilians-Universität München, Germany; Département des Sciences Neurologiques (R.L.), Clinique Interdisciplinaire de Mémoire (CIME); McConnell Brain Imaging Centre (S.D.), Montreal Neurological Institute, McGill University; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Quebec; Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurology and Laboratory of Neurosciences (A.M.), Faculty of Medicine, University of Lisbon; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, Centro Hospitalar e Universitário de Coimbra; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, University of Coimbra, Portugal; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clinic, Institut d'Investigacions Biomediques August Pi I Sunyer; Institut d'Investigació Biomèdica August Pi I Sunyer (R.S.-V.), Barcelona; Department of Neurology (F.M.), Donostio University Hospital, San Sebastian; Neuroscience Area (F.M.), Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain; Department of Neuroscience, Psychology, Drug Research and Child Health (S. Sorbi), University of Florence; IRCCS Fondazione Don Carlo Gnocchi (S. Sorbi), Florence; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (F.T.), Milano; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Department of Neurology (M.O.), University Hospital Ulm; Department of Neurology (M.O.), Martin-Luther-University Halle-Wittenberg, Germany Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; Center for Neurodegenerative Diseases (M.S.), Tübingen, Germany; Fondazione IRCCS Ospediale Policlinico (D.G.), Milan; Centro Dino Ferrari (D.G.), University of Milan, Italy; Leuven Brain Institute (LBI) (R.V.), KU Leuven; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven; Neurology Department (R.V.), UZ Leuven, Belgium; Department of Neurology (J.S.), Erasmus Medical Centre, Rotterdam, the Netherlands; Nuffield Department of Clinical Neurosciences (C.B.), Medical Sciences Division, University of Oxford; Department of Brain Sciences (C.B.), Imperial College London; Wolfson Molecular Imaging Centre (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, United Kingdom; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Swedish FTD Initiative (C.G.), Stockholm; Division of Neurogeriatrics (C.G.), Centre for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet Solna; Unit for Hereditary Dementias (C.G.), Theme Aging, Karolinska University Hospital, Stockholm, Sweden; Dementia Research Centre (J.D.R.), University College London, United Kingdom; Hurvitz Brain Sciences Program (M.M.), Sunnybrook Research Institute, University of Toronto; Division of Neurology (M.M.), Department of Medicine, University of Toronto; Cognitive and Movement Disorders Clinic (M.M.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Cognition and Brain Sciences Unit (J.R.), Medical Research Council; Department of Clinical Neurosciences (J.R.), University of Cambridge; Cambridge University Hospitals NHS Trust (J.R.), United Kingdom; German Center for Neurodegenerative Diseases (DZNE) (J.L.); Munich Cluster for Systems Neurology (SyNergy) (J.L.); and European Reference Network for Rare Neurological Diseases (ERN-RND) (J.L.), Munich, Germany
| | - Sandro Sorbi
- From the Department of Neurology (S. Schönecker, C.P., E.W., S.V.L., A.D., J.L.), Ludwig-Maximilians-Universität München, Germany; Department of Signal Theory Networking and Communications (F.J.M.-M., J.-M.G.S.), Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Spain; Institute for Clinical Radiology (B.-S.R.), Institute for Stroke and Dementia Research (N.F.), and Institute of Neuroradiology (K.B.), Ludwig-Maximilians-Universität München, Germany; Département des Sciences Neurologiques (R.L.), Clinique Interdisciplinaire de Mémoire (CIME); McConnell Brain Imaging Centre (S.D.), Montreal Neurological Institute, McGill University; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Quebec; Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurology and Laboratory of Neurosciences (A.M.), Faculty of Medicine, University of Lisbon; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, Centro Hospitalar e Universitário de Coimbra; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, University of Coimbra, Portugal; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clinic, Institut d'Investigacions Biomediques August Pi I Sunyer; Institut d'Investigació Biomèdica August Pi I Sunyer (R.S.-V.), Barcelona; Department of Neurology (F.M.), Donostio University Hospital, San Sebastian; Neuroscience Area (F.M.), Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain; Department of Neuroscience, Psychology, Drug Research and Child Health (S. Sorbi), University of Florence; IRCCS Fondazione Don Carlo Gnocchi (S. Sorbi), Florence; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (F.T.), Milano; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Department of Neurology (M.O.), University Hospital Ulm; Department of Neurology (M.O.), Martin-Luther-University Halle-Wittenberg, Germany Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; Center for Neurodegenerative Diseases (M.S.), Tübingen, Germany; Fondazione IRCCS Ospediale Policlinico (D.G.), Milan; Centro Dino Ferrari (D.G.), University of Milan, Italy; Leuven Brain Institute (LBI) (R.V.), KU Leuven; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven; Neurology Department (R.V.), UZ Leuven, Belgium; Department of Neurology (J.S.), Erasmus Medical Centre, Rotterdam, the Netherlands; Nuffield Department of Clinical Neurosciences (C.B.), Medical Sciences Division, University of Oxford; Department of Brain Sciences (C.B.), Imperial College London; Wolfson Molecular Imaging Centre (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, United Kingdom; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Swedish FTD Initiative (C.G.), Stockholm; Division of Neurogeriatrics (C.G.), Centre for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet Solna; Unit for Hereditary Dementias (C.G.), Theme Aging, Karolinska University Hospital, Stockholm, Sweden; Dementia Research Centre (J.D.R.), University College London, United Kingdom; Hurvitz Brain Sciences Program (M.M.), Sunnybrook Research Institute, University of Toronto; Division of Neurology (M.M.), Department of Medicine, University of Toronto; Cognitive and Movement Disorders Clinic (M.M.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Cognition and Brain Sciences Unit (J.R.), Medical Research Council; Department of Clinical Neurosciences (J.R.), University of Cambridge; Cambridge University Hospitals NHS Trust (J.R.), United Kingdom; German Center for Neurodegenerative Diseases (DZNE) (J.L.); Munich Cluster for Systems Neurology (SyNergy) (J.L.); and European Reference Network for Rare Neurological Diseases (ERN-RND) (J.L.), Munich, Germany
| | - Fabrizio Tagliavini
- From the Department of Neurology (S. Schönecker, C.P., E.W., S.V.L., A.D., J.L.), Ludwig-Maximilians-Universität München, Germany; Department of Signal Theory Networking and Communications (F.J.M.-M., J.-M.G.S.), Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Spain; Institute for Clinical Radiology (B.-S.R.), Institute for Stroke and Dementia Research (N.F.), and Institute of Neuroradiology (K.B.), Ludwig-Maximilians-Universität München, Germany; Département des Sciences Neurologiques (R.L.), Clinique Interdisciplinaire de Mémoire (CIME); McConnell Brain Imaging Centre (S.D.), Montreal Neurological Institute, McGill University; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Quebec; Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurology and Laboratory of Neurosciences (A.M.), Faculty of Medicine, University of Lisbon; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, Centro Hospitalar e Universitário de Coimbra; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, University of Coimbra, Portugal; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clinic, Institut d'Investigacions Biomediques August Pi I Sunyer; Institut d'Investigació Biomèdica August Pi I Sunyer (R.S.-V.), Barcelona; Department of Neurology (F.M.), Donostio University Hospital, San Sebastian; Neuroscience Area (F.M.), Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain; Department of Neuroscience, Psychology, Drug Research and Child Health (S. Sorbi), University of Florence; IRCCS Fondazione Don Carlo Gnocchi (S. Sorbi), Florence; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (F.T.), Milano; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Department of Neurology (M.O.), University Hospital Ulm; Department of Neurology (M.O.), Martin-Luther-University Halle-Wittenberg, Germany Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; Center for Neurodegenerative Diseases (M.S.), Tübingen, Germany; Fondazione IRCCS Ospediale Policlinico (D.G.), Milan; Centro Dino Ferrari (D.G.), University of Milan, Italy; Leuven Brain Institute (LBI) (R.V.), KU Leuven; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven; Neurology Department (R.V.), UZ Leuven, Belgium; Department of Neurology (J.S.), Erasmus Medical Centre, Rotterdam, the Netherlands; Nuffield Department of Clinical Neurosciences (C.B.), Medical Sciences Division, University of Oxford; Department of Brain Sciences (C.B.), Imperial College London; Wolfson Molecular Imaging Centre (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, United Kingdom; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Swedish FTD Initiative (C.G.), Stockholm; Division of Neurogeriatrics (C.G.), Centre for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet Solna; Unit for Hereditary Dementias (C.G.), Theme Aging, Karolinska University Hospital, Stockholm, Sweden; Dementia Research Centre (J.D.R.), University College London, United Kingdom; Hurvitz Brain Sciences Program (M.M.), Sunnybrook Research Institute, University of Toronto; Division of Neurology (M.M.), Department of Medicine, University of Toronto; Cognitive and Movement Disorders Clinic (M.M.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Cognition and Brain Sciences Unit (J.R.), Medical Research Council; Department of Clinical Neurosciences (J.R.), University of Cambridge; Cambridge University Hospitals NHS Trust (J.R.), United Kingdom; German Center for Neurodegenerative Diseases (DZNE) (J.L.); Munich Cluster for Systems Neurology (SyNergy) (J.L.); and European Reference Network for Rare Neurological Diseases (ERN-RND) (J.L.), Munich, Germany
| | - Barbara Borroni
- From the Department of Neurology (S. Schönecker, C.P., E.W., S.V.L., A.D., J.L.), Ludwig-Maximilians-Universität München, Germany; Department of Signal Theory Networking and Communications (F.J.M.-M., J.-M.G.S.), Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Spain; Institute for Clinical Radiology (B.-S.R.), Institute for Stroke and Dementia Research (N.F.), and Institute of Neuroradiology (K.B.), Ludwig-Maximilians-Universität München, Germany; Département des Sciences Neurologiques (R.L.), Clinique Interdisciplinaire de Mémoire (CIME); McConnell Brain Imaging Centre (S.D.), Montreal Neurological Institute, McGill University; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Quebec; Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurology and Laboratory of Neurosciences (A.M.), Faculty of Medicine, University of Lisbon; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, Centro Hospitalar e Universitário de Coimbra; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, University of Coimbra, Portugal; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clinic, Institut d'Investigacions Biomediques August Pi I Sunyer; Institut d'Investigació Biomèdica August Pi I Sunyer (R.S.-V.), Barcelona; Department of Neurology (F.M.), Donostio University Hospital, San Sebastian; Neuroscience Area (F.M.), Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain; Department of Neuroscience, Psychology, Drug Research and Child Health (S. Sorbi), University of Florence; IRCCS Fondazione Don Carlo Gnocchi (S. Sorbi), Florence; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (F.T.), Milano; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Department of Neurology (M.O.), University Hospital Ulm; Department of Neurology (M.O.), Martin-Luther-University Halle-Wittenberg, Germany Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; Center for Neurodegenerative Diseases (M.S.), Tübingen, Germany; Fondazione IRCCS Ospediale Policlinico (D.G.), Milan; Centro Dino Ferrari (D.G.), University of Milan, Italy; Leuven Brain Institute (LBI) (R.V.), KU Leuven; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven; Neurology Department (R.V.), UZ Leuven, Belgium; Department of Neurology (J.S.), Erasmus Medical Centre, Rotterdam, the Netherlands; Nuffield Department of Clinical Neurosciences (C.B.), Medical Sciences Division, University of Oxford; Department of Brain Sciences (C.B.), Imperial College London; Wolfson Molecular Imaging Centre (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, United Kingdom; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Swedish FTD Initiative (C.G.), Stockholm; Division of Neurogeriatrics (C.G.), Centre for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet Solna; Unit for Hereditary Dementias (C.G.), Theme Aging, Karolinska University Hospital, Stockholm, Sweden; Dementia Research Centre (J.D.R.), University College London, United Kingdom; Hurvitz Brain Sciences Program (M.M.), Sunnybrook Research Institute, University of Toronto; Division of Neurology (M.M.), Department of Medicine, University of Toronto; Cognitive and Movement Disorders Clinic (M.M.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Cognition and Brain Sciences Unit (J.R.), Medical Research Council; Department of Clinical Neurosciences (J.R.), University of Cambridge; Cambridge University Hospitals NHS Trust (J.R.), United Kingdom; German Center for Neurodegenerative Diseases (DZNE) (J.L.); Munich Cluster for Systems Neurology (SyNergy) (J.L.); and European Reference Network for Rare Neurological Diseases (ERN-RND) (J.L.), Munich, Germany
| | - Markus Otto
- From the Department of Neurology (S. Schönecker, C.P., E.W., S.V.L., A.D., J.L.), Ludwig-Maximilians-Universität München, Germany; Department of Signal Theory Networking and Communications (F.J.M.-M., J.-M.G.S.), Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Spain; Institute for Clinical Radiology (B.-S.R.), Institute for Stroke and Dementia Research (N.F.), and Institute of Neuroradiology (K.B.), Ludwig-Maximilians-Universität München, Germany; Département des Sciences Neurologiques (R.L.), Clinique Interdisciplinaire de Mémoire (CIME); McConnell Brain Imaging Centre (S.D.), Montreal Neurological Institute, McGill University; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Quebec; Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurology and Laboratory of Neurosciences (A.M.), Faculty of Medicine, University of Lisbon; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, Centro Hospitalar e Universitário de Coimbra; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, University of Coimbra, Portugal; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clinic, Institut d'Investigacions Biomediques August Pi I Sunyer; Institut d'Investigació Biomèdica August Pi I Sunyer (R.S.-V.), Barcelona; Department of Neurology (F.M.), Donostio University Hospital, San Sebastian; Neuroscience Area (F.M.), Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain; Department of Neuroscience, Psychology, Drug Research and Child Health (S. Sorbi), University of Florence; IRCCS Fondazione Don Carlo Gnocchi (S. Sorbi), Florence; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (F.T.), Milano; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Department of Neurology (M.O.), University Hospital Ulm; Department of Neurology (M.O.), Martin-Luther-University Halle-Wittenberg, Germany Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; Center for Neurodegenerative Diseases (M.S.), Tübingen, Germany; Fondazione IRCCS Ospediale Policlinico (D.G.), Milan; Centro Dino Ferrari (D.G.), University of Milan, Italy; Leuven Brain Institute (LBI) (R.V.), KU Leuven; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven; Neurology Department (R.V.), UZ Leuven, Belgium; Department of Neurology (J.S.), Erasmus Medical Centre, Rotterdam, the Netherlands; Nuffield Department of Clinical Neurosciences (C.B.), Medical Sciences Division, University of Oxford; Department of Brain Sciences (C.B.), Imperial College London; Wolfson Molecular Imaging Centre (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, United Kingdom; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Swedish FTD Initiative (C.G.), Stockholm; Division of Neurogeriatrics (C.G.), Centre for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet Solna; Unit for Hereditary Dementias (C.G.), Theme Aging, Karolinska University Hospital, Stockholm, Sweden; Dementia Research Centre (J.D.R.), University College London, United Kingdom; Hurvitz Brain Sciences Program (M.M.), Sunnybrook Research Institute, University of Toronto; Division of Neurology (M.M.), Department of Medicine, University of Toronto; Cognitive and Movement Disorders Clinic (M.M.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Cognition and Brain Sciences Unit (J.R.), Medical Research Council; Department of Clinical Neurosciences (J.R.), University of Cambridge; Cambridge University Hospitals NHS Trust (J.R.), United Kingdom; German Center for Neurodegenerative Diseases (DZNE) (J.L.); Munich Cluster for Systems Neurology (SyNergy) (J.L.); and European Reference Network for Rare Neurological Diseases (ERN-RND) (J.L.), Munich, Germany
| | - Matthis Synofzik
- From the Department of Neurology (S. Schönecker, C.P., E.W., S.V.L., A.D., J.L.), Ludwig-Maximilians-Universität München, Germany; Department of Signal Theory Networking and Communications (F.J.M.-M., J.-M.G.S.), Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Spain; Institute for Clinical Radiology (B.-S.R.), Institute for Stroke and Dementia Research (N.F.), and Institute of Neuroradiology (K.B.), Ludwig-Maximilians-Universität München, Germany; Département des Sciences Neurologiques (R.L.), Clinique Interdisciplinaire de Mémoire (CIME); McConnell Brain Imaging Centre (S.D.), Montreal Neurological Institute, McGill University; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Quebec; Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurology and Laboratory of Neurosciences (A.M.), Faculty of Medicine, University of Lisbon; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, Centro Hospitalar e Universitário de Coimbra; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, University of Coimbra, Portugal; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clinic, Institut d'Investigacions Biomediques August Pi I Sunyer; Institut d'Investigació Biomèdica August Pi I Sunyer (R.S.-V.), Barcelona; Department of Neurology (F.M.), Donostio University Hospital, San Sebastian; Neuroscience Area (F.M.), Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain; Department of Neuroscience, Psychology, Drug Research and Child Health (S. Sorbi), University of Florence; IRCCS Fondazione Don Carlo Gnocchi (S. Sorbi), Florence; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (F.T.), Milano; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Department of Neurology (M.O.), University Hospital Ulm; Department of Neurology (M.O.), Martin-Luther-University Halle-Wittenberg, Germany Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; Center for Neurodegenerative Diseases (M.S.), Tübingen, Germany; Fondazione IRCCS Ospediale Policlinico (D.G.), Milan; Centro Dino Ferrari (D.G.), University of Milan, Italy; Leuven Brain Institute (LBI) (R.V.), KU Leuven; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven; Neurology Department (R.V.), UZ Leuven, Belgium; Department of Neurology (J.S.), Erasmus Medical Centre, Rotterdam, the Netherlands; Nuffield Department of Clinical Neurosciences (C.B.), Medical Sciences Division, University of Oxford; Department of Brain Sciences (C.B.), Imperial College London; Wolfson Molecular Imaging Centre (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, United Kingdom; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Swedish FTD Initiative (C.G.), Stockholm; Division of Neurogeriatrics (C.G.), Centre for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet Solna; Unit for Hereditary Dementias (C.G.), Theme Aging, Karolinska University Hospital, Stockholm, Sweden; Dementia Research Centre (J.D.R.), University College London, United Kingdom; Hurvitz Brain Sciences Program (M.M.), Sunnybrook Research Institute, University of Toronto; Division of Neurology (M.M.), Department of Medicine, University of Toronto; Cognitive and Movement Disorders Clinic (M.M.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Cognition and Brain Sciences Unit (J.R.), Medical Research Council; Department of Clinical Neurosciences (J.R.), University of Cambridge; Cambridge University Hospitals NHS Trust (J.R.), United Kingdom; German Center for Neurodegenerative Diseases (DZNE) (J.L.); Munich Cluster for Systems Neurology (SyNergy) (J.L.); and European Reference Network for Rare Neurological Diseases (ERN-RND) (J.L.), Munich, Germany
| | - Daniela Galimberti
- From the Department of Neurology (S. Schönecker, C.P., E.W., S.V.L., A.D., J.L.), Ludwig-Maximilians-Universität München, Germany; Department of Signal Theory Networking and Communications (F.J.M.-M., J.-M.G.S.), Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Spain; Institute for Clinical Radiology (B.-S.R.), Institute for Stroke and Dementia Research (N.F.), and Institute of Neuroradiology (K.B.), Ludwig-Maximilians-Universität München, Germany; Département des Sciences Neurologiques (R.L.), Clinique Interdisciplinaire de Mémoire (CIME); McConnell Brain Imaging Centre (S.D.), Montreal Neurological Institute, McGill University; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Quebec; Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurology and Laboratory of Neurosciences (A.M.), Faculty of Medicine, University of Lisbon; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, Centro Hospitalar e Universitário de Coimbra; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, University of Coimbra, Portugal; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clinic, Institut d'Investigacions Biomediques August Pi I Sunyer; Institut d'Investigació Biomèdica August Pi I Sunyer (R.S.-V.), Barcelona; Department of Neurology (F.M.), Donostio University Hospital, San Sebastian; Neuroscience Area (F.M.), Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain; Department of Neuroscience, Psychology, Drug Research and Child Health (S. Sorbi), University of Florence; IRCCS Fondazione Don Carlo Gnocchi (S. Sorbi), Florence; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (F.T.), Milano; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Department of Neurology (M.O.), University Hospital Ulm; Department of Neurology (M.O.), Martin-Luther-University Halle-Wittenberg, Germany Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; Center for Neurodegenerative Diseases (M.S.), Tübingen, Germany; Fondazione IRCCS Ospediale Policlinico (D.G.), Milan; Centro Dino Ferrari (D.G.), University of Milan, Italy; Leuven Brain Institute (LBI) (R.V.), KU Leuven; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven; Neurology Department (R.V.), UZ Leuven, Belgium; Department of Neurology (J.S.), Erasmus Medical Centre, Rotterdam, the Netherlands; Nuffield Department of Clinical Neurosciences (C.B.), Medical Sciences Division, University of Oxford; Department of Brain Sciences (C.B.), Imperial College London; Wolfson Molecular Imaging Centre (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, United Kingdom; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Swedish FTD Initiative (C.G.), Stockholm; Division of Neurogeriatrics (C.G.), Centre for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet Solna; Unit for Hereditary Dementias (C.G.), Theme Aging, Karolinska University Hospital, Stockholm, Sweden; Dementia Research Centre (J.D.R.), University College London, United Kingdom; Hurvitz Brain Sciences Program (M.M.), Sunnybrook Research Institute, University of Toronto; Division of Neurology (M.M.), Department of Medicine, University of Toronto; Cognitive and Movement Disorders Clinic (M.M.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Cognition and Brain Sciences Unit (J.R.), Medical Research Council; Department of Clinical Neurosciences (J.R.), University of Cambridge; Cambridge University Hospitals NHS Trust (J.R.), United Kingdom; German Center for Neurodegenerative Diseases (DZNE) (J.L.); Munich Cluster for Systems Neurology (SyNergy) (J.L.); and European Reference Network for Rare Neurological Diseases (ERN-RND) (J.L.), Munich, Germany
| | - Rik Vandenberghe
- From the Department of Neurology (S. Schönecker, C.P., E.W., S.V.L., A.D., J.L.), Ludwig-Maximilians-Universität München, Germany; Department of Signal Theory Networking and Communications (F.J.M.-M., J.-M.G.S.), Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Spain; Institute for Clinical Radiology (B.-S.R.), Institute for Stroke and Dementia Research (N.F.), and Institute of Neuroradiology (K.B.), Ludwig-Maximilians-Universität München, Germany; Département des Sciences Neurologiques (R.L.), Clinique Interdisciplinaire de Mémoire (CIME); McConnell Brain Imaging Centre (S.D.), Montreal Neurological Institute, McGill University; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Quebec; Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurology and Laboratory of Neurosciences (A.M.), Faculty of Medicine, University of Lisbon; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, Centro Hospitalar e Universitário de Coimbra; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, University of Coimbra, Portugal; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clinic, Institut d'Investigacions Biomediques August Pi I Sunyer; Institut d'Investigació Biomèdica August Pi I Sunyer (R.S.-V.), Barcelona; Department of Neurology (F.M.), Donostio University Hospital, San Sebastian; Neuroscience Area (F.M.), Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain; Department of Neuroscience, Psychology, Drug Research and Child Health (S. Sorbi), University of Florence; IRCCS Fondazione Don Carlo Gnocchi (S. Sorbi), Florence; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (F.T.), Milano; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Department of Neurology (M.O.), University Hospital Ulm; Department of Neurology (M.O.), Martin-Luther-University Halle-Wittenberg, Germany Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; Center for Neurodegenerative Diseases (M.S.), Tübingen, Germany; Fondazione IRCCS Ospediale Policlinico (D.G.), Milan; Centro Dino Ferrari (D.G.), University of Milan, Italy; Leuven Brain Institute (LBI) (R.V.), KU Leuven; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven; Neurology Department (R.V.), UZ Leuven, Belgium; Department of Neurology (J.S.), Erasmus Medical Centre, Rotterdam, the Netherlands; Nuffield Department of Clinical Neurosciences (C.B.), Medical Sciences Division, University of Oxford; Department of Brain Sciences (C.B.), Imperial College London; Wolfson Molecular Imaging Centre (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, United Kingdom; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Swedish FTD Initiative (C.G.), Stockholm; Division of Neurogeriatrics (C.G.), Centre for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet Solna; Unit for Hereditary Dementias (C.G.), Theme Aging, Karolinska University Hospital, Stockholm, Sweden; Dementia Research Centre (J.D.R.), University College London, United Kingdom; Hurvitz Brain Sciences Program (M.M.), Sunnybrook Research Institute, University of Toronto; Division of Neurology (M.M.), Department of Medicine, University of Toronto; Cognitive and Movement Disorders Clinic (M.M.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Cognition and Brain Sciences Unit (J.R.), Medical Research Council; Department of Clinical Neurosciences (J.R.), University of Cambridge; Cambridge University Hospitals NHS Trust (J.R.), United Kingdom; German Center for Neurodegenerative Diseases (DZNE) (J.L.); Munich Cluster for Systems Neurology (SyNergy) (J.L.); and European Reference Network for Rare Neurological Diseases (ERN-RND) (J.L.), Munich, Germany
| | - John van Swieten
- From the Department of Neurology (S. Schönecker, C.P., E.W., S.V.L., A.D., J.L.), Ludwig-Maximilians-Universität München, Germany; Department of Signal Theory Networking and Communications (F.J.M.-M., J.-M.G.S.), Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Spain; Institute for Clinical Radiology (B.-S.R.), Institute for Stroke and Dementia Research (N.F.), and Institute of Neuroradiology (K.B.), Ludwig-Maximilians-Universität München, Germany; Département des Sciences Neurologiques (R.L.), Clinique Interdisciplinaire de Mémoire (CIME); McConnell Brain Imaging Centre (S.D.), Montreal Neurological Institute, McGill University; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Quebec; Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurology and Laboratory of Neurosciences (A.M.), Faculty of Medicine, University of Lisbon; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, Centro Hospitalar e Universitário de Coimbra; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, University of Coimbra, Portugal; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clinic, Institut d'Investigacions Biomediques August Pi I Sunyer; Institut d'Investigació Biomèdica August Pi I Sunyer (R.S.-V.), Barcelona; Department of Neurology (F.M.), Donostio University Hospital, San Sebastian; Neuroscience Area (F.M.), Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain; Department of Neuroscience, Psychology, Drug Research and Child Health (S. Sorbi), University of Florence; IRCCS Fondazione Don Carlo Gnocchi (S. Sorbi), Florence; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (F.T.), Milano; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Department of Neurology (M.O.), University Hospital Ulm; Department of Neurology (M.O.), Martin-Luther-University Halle-Wittenberg, Germany Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; Center for Neurodegenerative Diseases (M.S.), Tübingen, Germany; Fondazione IRCCS Ospediale Policlinico (D.G.), Milan; Centro Dino Ferrari (D.G.), University of Milan, Italy; Leuven Brain Institute (LBI) (R.V.), KU Leuven; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven; Neurology Department (R.V.), UZ Leuven, Belgium; Department of Neurology (J.S.), Erasmus Medical Centre, Rotterdam, the Netherlands; Nuffield Department of Clinical Neurosciences (C.B.), Medical Sciences Division, University of Oxford; Department of Brain Sciences (C.B.), Imperial College London; Wolfson Molecular Imaging Centre (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, United Kingdom; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Swedish FTD Initiative (C.G.), Stockholm; Division of Neurogeriatrics (C.G.), Centre for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet Solna; Unit for Hereditary Dementias (C.G.), Theme Aging, Karolinska University Hospital, Stockholm, Sweden; Dementia Research Centre (J.D.R.), University College London, United Kingdom; Hurvitz Brain Sciences Program (M.M.), Sunnybrook Research Institute, University of Toronto; Division of Neurology (M.M.), Department of Medicine, University of Toronto; Cognitive and Movement Disorders Clinic (M.M.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Cognition and Brain Sciences Unit (J.R.), Medical Research Council; Department of Clinical Neurosciences (J.R.), University of Cambridge; Cambridge University Hospitals NHS Trust (J.R.), United Kingdom; German Center for Neurodegenerative Diseases (DZNE) (J.L.); Munich Cluster for Systems Neurology (SyNergy) (J.L.); and European Reference Network for Rare Neurological Diseases (ERN-RND) (J.L.), Munich, Germany
| | - Christopher Butler
- From the Department of Neurology (S. Schönecker, C.P., E.W., S.V.L., A.D., J.L.), Ludwig-Maximilians-Universität München, Germany; Department of Signal Theory Networking and Communications (F.J.M.-M., J.-M.G.S.), Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Spain; Institute for Clinical Radiology (B.-S.R.), Institute for Stroke and Dementia Research (N.F.), and Institute of Neuroradiology (K.B.), Ludwig-Maximilians-Universität München, Germany; Département des Sciences Neurologiques (R.L.), Clinique Interdisciplinaire de Mémoire (CIME); McConnell Brain Imaging Centre (S.D.), Montreal Neurological Institute, McGill University; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Quebec; Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurology and Laboratory of Neurosciences (A.M.), Faculty of Medicine, University of Lisbon; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, Centro Hospitalar e Universitário de Coimbra; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, University of Coimbra, Portugal; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clinic, Institut d'Investigacions Biomediques August Pi I Sunyer; Institut d'Investigació Biomèdica August Pi I Sunyer (R.S.-V.), Barcelona; Department of Neurology (F.M.), Donostio University Hospital, San Sebastian; Neuroscience Area (F.M.), Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain; Department of Neuroscience, Psychology, Drug Research and Child Health (S. Sorbi), University of Florence; IRCCS Fondazione Don Carlo Gnocchi (S. Sorbi), Florence; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (F.T.), Milano; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Department of Neurology (M.O.), University Hospital Ulm; Department of Neurology (M.O.), Martin-Luther-University Halle-Wittenberg, Germany Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; Center for Neurodegenerative Diseases (M.S.), Tübingen, Germany; Fondazione IRCCS Ospediale Policlinico (D.G.), Milan; Centro Dino Ferrari (D.G.), University of Milan, Italy; Leuven Brain Institute (LBI) (R.V.), KU Leuven; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven; Neurology Department (R.V.), UZ Leuven, Belgium; Department of Neurology (J.S.), Erasmus Medical Centre, Rotterdam, the Netherlands; Nuffield Department of Clinical Neurosciences (C.B.), Medical Sciences Division, University of Oxford; Department of Brain Sciences (C.B.), Imperial College London; Wolfson Molecular Imaging Centre (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, United Kingdom; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Swedish FTD Initiative (C.G.), Stockholm; Division of Neurogeriatrics (C.G.), Centre for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet Solna; Unit for Hereditary Dementias (C.G.), Theme Aging, Karolinska University Hospital, Stockholm, Sweden; Dementia Research Centre (J.D.R.), University College London, United Kingdom; Hurvitz Brain Sciences Program (M.M.), Sunnybrook Research Institute, University of Toronto; Division of Neurology (M.M.), Department of Medicine, University of Toronto; Cognitive and Movement Disorders Clinic (M.M.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Cognition and Brain Sciences Unit (J.R.), Medical Research Council; Department of Clinical Neurosciences (J.R.), University of Cambridge; Cambridge University Hospitals NHS Trust (J.R.), United Kingdom; German Center for Neurodegenerative Diseases (DZNE) (J.L.); Munich Cluster for Systems Neurology (SyNergy) (J.L.); and European Reference Network for Rare Neurological Diseases (ERN-RND) (J.L.), Munich, Germany
| | - Alexander Gerhard
- From the Department of Neurology (S. Schönecker, C.P., E.W., S.V.L., A.D., J.L.), Ludwig-Maximilians-Universität München, Germany; Department of Signal Theory Networking and Communications (F.J.M.-M., J.-M.G.S.), Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Spain; Institute for Clinical Radiology (B.-S.R.), Institute for Stroke and Dementia Research (N.F.), and Institute of Neuroradiology (K.B.), Ludwig-Maximilians-Universität München, Germany; Département des Sciences Neurologiques (R.L.), Clinique Interdisciplinaire de Mémoire (CIME); McConnell Brain Imaging Centre (S.D.), Montreal Neurological Institute, McGill University; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Quebec; Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurology and Laboratory of Neurosciences (A.M.), Faculty of Medicine, University of Lisbon; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, Centro Hospitalar e Universitário de Coimbra; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, University of Coimbra, Portugal; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clinic, Institut d'Investigacions Biomediques August Pi I Sunyer; Institut d'Investigació Biomèdica August Pi I Sunyer (R.S.-V.), Barcelona; Department of Neurology (F.M.), Donostio University Hospital, San Sebastian; Neuroscience Area (F.M.), Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain; Department of Neuroscience, Psychology, Drug Research and Child Health (S. Sorbi), University of Florence; IRCCS Fondazione Don Carlo Gnocchi (S. Sorbi), Florence; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (F.T.), Milano; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Department of Neurology (M.O.), University Hospital Ulm; Department of Neurology (M.O.), Martin-Luther-University Halle-Wittenberg, Germany Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; Center for Neurodegenerative Diseases (M.S.), Tübingen, Germany; Fondazione IRCCS Ospediale Policlinico (D.G.), Milan; Centro Dino Ferrari (D.G.), University of Milan, Italy; Leuven Brain Institute (LBI) (R.V.), KU Leuven; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven; Neurology Department (R.V.), UZ Leuven, Belgium; Department of Neurology (J.S.), Erasmus Medical Centre, Rotterdam, the Netherlands; Nuffield Department of Clinical Neurosciences (C.B.), Medical Sciences Division, University of Oxford; Department of Brain Sciences (C.B.), Imperial College London; Wolfson Molecular Imaging Centre (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, United Kingdom; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Swedish FTD Initiative (C.G.), Stockholm; Division of Neurogeriatrics (C.G.), Centre for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet Solna; Unit for Hereditary Dementias (C.G.), Theme Aging, Karolinska University Hospital, Stockholm, Sweden; Dementia Research Centre (J.D.R.), University College London, United Kingdom; Hurvitz Brain Sciences Program (M.M.), Sunnybrook Research Institute, University of Toronto; Division of Neurology (M.M.), Department of Medicine, University of Toronto; Cognitive and Movement Disorders Clinic (M.M.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Cognition and Brain Sciences Unit (J.R.), Medical Research Council; Department of Clinical Neurosciences (J.R.), University of Cambridge; Cambridge University Hospitals NHS Trust (J.R.), United Kingdom; German Center for Neurodegenerative Diseases (DZNE) (J.L.); Munich Cluster for Systems Neurology (SyNergy) (J.L.); and European Reference Network for Rare Neurological Diseases (ERN-RND) (J.L.), Munich, Germany
| | - Caroline Graff
- From the Department of Neurology (S. Schönecker, C.P., E.W., S.V.L., A.D., J.L.), Ludwig-Maximilians-Universität München, Germany; Department of Signal Theory Networking and Communications (F.J.M.-M., J.-M.G.S.), Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Spain; Institute for Clinical Radiology (B.-S.R.), Institute for Stroke and Dementia Research (N.F.), and Institute of Neuroradiology (K.B.), Ludwig-Maximilians-Universität München, Germany; Département des Sciences Neurologiques (R.L.), Clinique Interdisciplinaire de Mémoire (CIME); McConnell Brain Imaging Centre (S.D.), Montreal Neurological Institute, McGill University; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Quebec; Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurology and Laboratory of Neurosciences (A.M.), Faculty of Medicine, University of Lisbon; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, Centro Hospitalar e Universitário de Coimbra; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, University of Coimbra, Portugal; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clinic, Institut d'Investigacions Biomediques August Pi I Sunyer; Institut d'Investigació Biomèdica August Pi I Sunyer (R.S.-V.), Barcelona; Department of Neurology (F.M.), Donostio University Hospital, San Sebastian; Neuroscience Area (F.M.), Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain; Department of Neuroscience, Psychology, Drug Research and Child Health (S. Sorbi), University of Florence; IRCCS Fondazione Don Carlo Gnocchi (S. Sorbi), Florence; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (F.T.), Milano; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Department of Neurology (M.O.), University Hospital Ulm; Department of Neurology (M.O.), Martin-Luther-University Halle-Wittenberg, Germany Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; Center for Neurodegenerative Diseases (M.S.), Tübingen, Germany; Fondazione IRCCS Ospediale Policlinico (D.G.), Milan; Centro Dino Ferrari (D.G.), University of Milan, Italy; Leuven Brain Institute (LBI) (R.V.), KU Leuven; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven; Neurology Department (R.V.), UZ Leuven, Belgium; Department of Neurology (J.S.), Erasmus Medical Centre, Rotterdam, the Netherlands; Nuffield Department of Clinical Neurosciences (C.B.), Medical Sciences Division, University of Oxford; Department of Brain Sciences (C.B.), Imperial College London; Wolfson Molecular Imaging Centre (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, United Kingdom; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Swedish FTD Initiative (C.G.), Stockholm; Division of Neurogeriatrics (C.G.), Centre for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet Solna; Unit for Hereditary Dementias (C.G.), Theme Aging, Karolinska University Hospital, Stockholm, Sweden; Dementia Research Centre (J.D.R.), University College London, United Kingdom; Hurvitz Brain Sciences Program (M.M.), Sunnybrook Research Institute, University of Toronto; Division of Neurology (M.M.), Department of Medicine, University of Toronto; Cognitive and Movement Disorders Clinic (M.M.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Cognition and Brain Sciences Unit (J.R.), Medical Research Council; Department of Clinical Neurosciences (J.R.), University of Cambridge; Cambridge University Hospitals NHS Trust (J.R.), United Kingdom; German Center for Neurodegenerative Diseases (DZNE) (J.L.); Munich Cluster for Systems Neurology (SyNergy) (J.L.); and European Reference Network for Rare Neurological Diseases (ERN-RND) (J.L.), Munich, Germany
| | - Adrian Danek
- From the Department of Neurology (S. Schönecker, C.P., E.W., S.V.L., A.D., J.L.), Ludwig-Maximilians-Universität München, Germany; Department of Signal Theory Networking and Communications (F.J.M.-M., J.-M.G.S.), Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Spain; Institute for Clinical Radiology (B.-S.R.), Institute for Stroke and Dementia Research (N.F.), and Institute of Neuroradiology (K.B.), Ludwig-Maximilians-Universität München, Germany; Département des Sciences Neurologiques (R.L.), Clinique Interdisciplinaire de Mémoire (CIME); McConnell Brain Imaging Centre (S.D.), Montreal Neurological Institute, McGill University; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Quebec; Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurology and Laboratory of Neurosciences (A.M.), Faculty of Medicine, University of Lisbon; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, Centro Hospitalar e Universitário de Coimbra; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, University of Coimbra, Portugal; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clinic, Institut d'Investigacions Biomediques August Pi I Sunyer; Institut d'Investigació Biomèdica August Pi I Sunyer (R.S.-V.), Barcelona; Department of Neurology (F.M.), Donostio University Hospital, San Sebastian; Neuroscience Area (F.M.), Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain; Department of Neuroscience, Psychology, Drug Research and Child Health (S. Sorbi), University of Florence; IRCCS Fondazione Don Carlo Gnocchi (S. Sorbi), Florence; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (F.T.), Milano; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Department of Neurology (M.O.), University Hospital Ulm; Department of Neurology (M.O.), Martin-Luther-University Halle-Wittenberg, Germany Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; Center for Neurodegenerative Diseases (M.S.), Tübingen, Germany; Fondazione IRCCS Ospediale Policlinico (D.G.), Milan; Centro Dino Ferrari (D.G.), University of Milan, Italy; Leuven Brain Institute (LBI) (R.V.), KU Leuven; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven; Neurology Department (R.V.), UZ Leuven, Belgium; Department of Neurology (J.S.), Erasmus Medical Centre, Rotterdam, the Netherlands; Nuffield Department of Clinical Neurosciences (C.B.), Medical Sciences Division, University of Oxford; Department of Brain Sciences (C.B.), Imperial College London; Wolfson Molecular Imaging Centre (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, United Kingdom; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Swedish FTD Initiative (C.G.), Stockholm; Division of Neurogeriatrics (C.G.), Centre for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet Solna; Unit for Hereditary Dementias (C.G.), Theme Aging, Karolinska University Hospital, Stockholm, Sweden; Dementia Research Centre (J.D.R.), University College London, United Kingdom; Hurvitz Brain Sciences Program (M.M.), Sunnybrook Research Institute, University of Toronto; Division of Neurology (M.M.), Department of Medicine, University of Toronto; Cognitive and Movement Disorders Clinic (M.M.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Cognition and Brain Sciences Unit (J.R.), Medical Research Council; Department of Clinical Neurosciences (J.R.), University of Cambridge; Cambridge University Hospitals NHS Trust (J.R.), United Kingdom; German Center for Neurodegenerative Diseases (DZNE) (J.L.); Munich Cluster for Systems Neurology (SyNergy) (J.L.); and European Reference Network for Rare Neurological Diseases (ERN-RND) (J.L.), Munich, Germany
| | - Jonathan D Rohrer
- From the Department of Neurology (S. Schönecker, C.P., E.W., S.V.L., A.D., J.L.), Ludwig-Maximilians-Universität München, Germany; Department of Signal Theory Networking and Communications (F.J.M.-M., J.-M.G.S.), Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Spain; Institute for Clinical Radiology (B.-S.R.), Institute for Stroke and Dementia Research (N.F.), and Institute of Neuroradiology (K.B.), Ludwig-Maximilians-Universität München, Germany; Département des Sciences Neurologiques (R.L.), Clinique Interdisciplinaire de Mémoire (CIME); McConnell Brain Imaging Centre (S.D.), Montreal Neurological Institute, McGill University; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Quebec; Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurology and Laboratory of Neurosciences (A.M.), Faculty of Medicine, University of Lisbon; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, Centro Hospitalar e Universitário de Coimbra; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, University of Coimbra, Portugal; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clinic, Institut d'Investigacions Biomediques August Pi I Sunyer; Institut d'Investigació Biomèdica August Pi I Sunyer (R.S.-V.), Barcelona; Department of Neurology (F.M.), Donostio University Hospital, San Sebastian; Neuroscience Area (F.M.), Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain; Department of Neuroscience, Psychology, Drug Research and Child Health (S. Sorbi), University of Florence; IRCCS Fondazione Don Carlo Gnocchi (S. Sorbi), Florence; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (F.T.), Milano; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Department of Neurology (M.O.), University Hospital Ulm; Department of Neurology (M.O.), Martin-Luther-University Halle-Wittenberg, Germany Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; Center for Neurodegenerative Diseases (M.S.), Tübingen, Germany; Fondazione IRCCS Ospediale Policlinico (D.G.), Milan; Centro Dino Ferrari (D.G.), University of Milan, Italy; Leuven Brain Institute (LBI) (R.V.), KU Leuven; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven; Neurology Department (R.V.), UZ Leuven, Belgium; Department of Neurology (J.S.), Erasmus Medical Centre, Rotterdam, the Netherlands; Nuffield Department of Clinical Neurosciences (C.B.), Medical Sciences Division, University of Oxford; Department of Brain Sciences (C.B.), Imperial College London; Wolfson Molecular Imaging Centre (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, United Kingdom; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Swedish FTD Initiative (C.G.), Stockholm; Division of Neurogeriatrics (C.G.), Centre for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet Solna; Unit for Hereditary Dementias (C.G.), Theme Aging, Karolinska University Hospital, Stockholm, Sweden; Dementia Research Centre (J.D.R.), University College London, United Kingdom; Hurvitz Brain Sciences Program (M.M.), Sunnybrook Research Institute, University of Toronto; Division of Neurology (M.M.), Department of Medicine, University of Toronto; Cognitive and Movement Disorders Clinic (M.M.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Cognition and Brain Sciences Unit (J.R.), Medical Research Council; Department of Clinical Neurosciences (J.R.), University of Cambridge; Cambridge University Hospitals NHS Trust (J.R.), United Kingdom; German Center for Neurodegenerative Diseases (DZNE) (J.L.); Munich Cluster for Systems Neurology (SyNergy) (J.L.); and European Reference Network for Rare Neurological Diseases (ERN-RND) (J.L.), Munich, Germany
| | - Mario Masellis
- From the Department of Neurology (S. Schönecker, C.P., E.W., S.V.L., A.D., J.L.), Ludwig-Maximilians-Universität München, Germany; Department of Signal Theory Networking and Communications (F.J.M.-M., J.-M.G.S.), Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Spain; Institute for Clinical Radiology (B.-S.R.), Institute for Stroke and Dementia Research (N.F.), and Institute of Neuroradiology (K.B.), Ludwig-Maximilians-Universität München, Germany; Département des Sciences Neurologiques (R.L.), Clinique Interdisciplinaire de Mémoire (CIME); McConnell Brain Imaging Centre (S.D.), Montreal Neurological Institute, McGill University; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Quebec; Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurology and Laboratory of Neurosciences (A.M.), Faculty of Medicine, University of Lisbon; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, Centro Hospitalar e Universitário de Coimbra; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, University of Coimbra, Portugal; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clinic, Institut d'Investigacions Biomediques August Pi I Sunyer; Institut d'Investigació Biomèdica August Pi I Sunyer (R.S.-V.), Barcelona; Department of Neurology (F.M.), Donostio University Hospital, San Sebastian; Neuroscience Area (F.M.), Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain; Department of Neuroscience, Psychology, Drug Research and Child Health (S. Sorbi), University of Florence; IRCCS Fondazione Don Carlo Gnocchi (S. Sorbi), Florence; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (F.T.), Milano; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Department of Neurology (M.O.), University Hospital Ulm; Department of Neurology (M.O.), Martin-Luther-University Halle-Wittenberg, Germany Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; Center for Neurodegenerative Diseases (M.S.), Tübingen, Germany; Fondazione IRCCS Ospediale Policlinico (D.G.), Milan; Centro Dino Ferrari (D.G.), University of Milan, Italy; Leuven Brain Institute (LBI) (R.V.), KU Leuven; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven; Neurology Department (R.V.), UZ Leuven, Belgium; Department of Neurology (J.S.), Erasmus Medical Centre, Rotterdam, the Netherlands; Nuffield Department of Clinical Neurosciences (C.B.), Medical Sciences Division, University of Oxford; Department of Brain Sciences (C.B.), Imperial College London; Wolfson Molecular Imaging Centre (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, United Kingdom; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Swedish FTD Initiative (C.G.), Stockholm; Division of Neurogeriatrics (C.G.), Centre for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet Solna; Unit for Hereditary Dementias (C.G.), Theme Aging, Karolinska University Hospital, Stockholm, Sweden; Dementia Research Centre (J.D.R.), University College London, United Kingdom; Hurvitz Brain Sciences Program (M.M.), Sunnybrook Research Institute, University of Toronto; Division of Neurology (M.M.), Department of Medicine, University of Toronto; Cognitive and Movement Disorders Clinic (M.M.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Cognition and Brain Sciences Unit (J.R.), Medical Research Council; Department of Clinical Neurosciences (J.R.), University of Cambridge; Cambridge University Hospitals NHS Trust (J.R.), United Kingdom; German Center for Neurodegenerative Diseases (DZNE) (J.L.); Munich Cluster for Systems Neurology (SyNergy) (J.L.); and European Reference Network for Rare Neurological Diseases (ERN-RND) (J.L.), Munich, Germany
| | - James Rowe
- From the Department of Neurology (S. Schönecker, C.P., E.W., S.V.L., A.D., J.L.), Ludwig-Maximilians-Universität München, Germany; Department of Signal Theory Networking and Communications (F.J.M.-M., J.-M.G.S.), Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Spain; Institute for Clinical Radiology (B.-S.R.), Institute for Stroke and Dementia Research (N.F.), and Institute of Neuroradiology (K.B.), Ludwig-Maximilians-Universität München, Germany; Département des Sciences Neurologiques (R.L.), Clinique Interdisciplinaire de Mémoire (CIME); McConnell Brain Imaging Centre (S.D.), Montreal Neurological Institute, McGill University; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Quebec; Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurology and Laboratory of Neurosciences (A.M.), Faculty of Medicine, University of Lisbon; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, Centro Hospitalar e Universitário de Coimbra; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, University of Coimbra, Portugal; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clinic, Institut d'Investigacions Biomediques August Pi I Sunyer; Institut d'Investigació Biomèdica August Pi I Sunyer (R.S.-V.), Barcelona; Department of Neurology (F.M.), Donostio University Hospital, San Sebastian; Neuroscience Area (F.M.), Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain; Department of Neuroscience, Psychology, Drug Research and Child Health (S. Sorbi), University of Florence; IRCCS Fondazione Don Carlo Gnocchi (S. Sorbi), Florence; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (F.T.), Milano; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Department of Neurology (M.O.), University Hospital Ulm; Department of Neurology (M.O.), Martin-Luther-University Halle-Wittenberg, Germany Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; Center for Neurodegenerative Diseases (M.S.), Tübingen, Germany; Fondazione IRCCS Ospediale Policlinico (D.G.), Milan; Centro Dino Ferrari (D.G.), University of Milan, Italy; Leuven Brain Institute (LBI) (R.V.), KU Leuven; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven; Neurology Department (R.V.), UZ Leuven, Belgium; Department of Neurology (J.S.), Erasmus Medical Centre, Rotterdam, the Netherlands; Nuffield Department of Clinical Neurosciences (C.B.), Medical Sciences Division, University of Oxford; Department of Brain Sciences (C.B.), Imperial College London; Wolfson Molecular Imaging Centre (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, United Kingdom; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Swedish FTD Initiative (C.G.), Stockholm; Division of Neurogeriatrics (C.G.), Centre for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet Solna; Unit for Hereditary Dementias (C.G.), Theme Aging, Karolinska University Hospital, Stockholm, Sweden; Dementia Research Centre (J.D.R.), University College London, United Kingdom; Hurvitz Brain Sciences Program (M.M.), Sunnybrook Research Institute, University of Toronto; Division of Neurology (M.M.), Department of Medicine, University of Toronto; Cognitive and Movement Disorders Clinic (M.M.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Cognition and Brain Sciences Unit (J.R.), Medical Research Council; Department of Clinical Neurosciences (J.R.), University of Cambridge; Cambridge University Hospitals NHS Trust (J.R.), United Kingdom; German Center for Neurodegenerative Diseases (DZNE) (J.L.); Munich Cluster for Systems Neurology (SyNergy) (J.L.); and European Reference Network for Rare Neurological Diseases (ERN-RND) (J.L.), Munich, Germany
| | - Johannes Levin
- From the Department of Neurology (S. Schönecker, C.P., E.W., S.V.L., A.D., J.L.), Ludwig-Maximilians-Universität München, Germany; Department of Signal Theory Networking and Communications (F.J.M.-M., J.-M.G.S.), Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Spain; Institute for Clinical Radiology (B.-S.R.), Institute for Stroke and Dementia Research (N.F.), and Institute of Neuroradiology (K.B.), Ludwig-Maximilians-Universität München, Germany; Département des Sciences Neurologiques (R.L.), Clinique Interdisciplinaire de Mémoire (CIME); McConnell Brain Imaging Centre (S.D.), Montreal Neurological Institute, McGill University; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Quebec; Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurology and Laboratory of Neurosciences (A.M.), Faculty of Medicine, University of Lisbon; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, Centro Hospitalar e Universitário de Coimbra; Center for Neuroscience and Cell Biology (I.S.), Faculty of Medicine, University of Coimbra, Portugal; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clinic, Institut d'Investigacions Biomediques August Pi I Sunyer; Institut d'Investigació Biomèdica August Pi I Sunyer (R.S.-V.), Barcelona; Department of Neurology (F.M.), Donostio University Hospital, San Sebastian; Neuroscience Area (F.M.), Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain; Department of Neuroscience, Psychology, Drug Research and Child Health (S. Sorbi), University of Florence; IRCCS Fondazione Don Carlo Gnocchi (S. Sorbi), Florence; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (F.T.), Milano; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Department of Neurology (M.O.), University Hospital Ulm; Department of Neurology (M.O.), Martin-Luther-University Halle-Wittenberg, Germany Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; Center for Neurodegenerative Diseases (M.S.), Tübingen, Germany; Fondazione IRCCS Ospediale Policlinico (D.G.), Milan; Centro Dino Ferrari (D.G.), University of Milan, Italy; Leuven Brain Institute (LBI) (R.V.), KU Leuven; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven; Neurology Department (R.V.), UZ Leuven, Belgium; Department of Neurology (J.S.), Erasmus Medical Centre, Rotterdam, the Netherlands; Nuffield Department of Clinical Neurosciences (C.B.), Medical Sciences Division, University of Oxford; Department of Brain Sciences (C.B.), Imperial College London; Wolfson Molecular Imaging Centre (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, United Kingdom; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Swedish FTD Initiative (C.G.), Stockholm; Division of Neurogeriatrics (C.G.), Centre for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet Solna; Unit for Hereditary Dementias (C.G.), Theme Aging, Karolinska University Hospital, Stockholm, Sweden; Dementia Research Centre (J.D.R.), University College London, United Kingdom; Hurvitz Brain Sciences Program (M.M.), Sunnybrook Research Institute, University of Toronto; Division of Neurology (M.M.), Department of Medicine, University of Toronto; Cognitive and Movement Disorders Clinic (M.M.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Cognition and Brain Sciences Unit (J.R.), Medical Research Council; Department of Clinical Neurosciences (J.R.), University of Cambridge; Cambridge University Hospitals NHS Trust (J.R.), United Kingdom; German Center for Neurodegenerative Diseases (DZNE) (J.L.); Munich Cluster for Systems Neurology (SyNergy) (J.L.); and European Reference Network for Rare Neurological Diseases (ERN-RND) (J.L.), Munich, Germany.
| |
Collapse
|
22
|
Arnone A, Allocca M, Di Dato R, Puccini G, Laghai I, Rubino F, Nerattini M, Ramat S, Lombardi G, Ferrari C, Bessi V, Sorbi S, De Cristofaro MT, Polito C, Berti V. FDG PET in the differential diagnosis of degenerative parkinsonian disorders: usefulness of voxel-based analysis in clinical practice. Neurol Sci 2022; 43:5333-5341. [PMID: 35697965 PMCID: PMC9385817 DOI: 10.1007/s10072-022-06166-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Accepted: 05/23/2022] [Indexed: 11/30/2022]
Abstract
Abstract
Background
The early differential diagnosis among neurodegenerative parkinsonian disorders becomes essential to set up the correct clinical-therapeutic approach. The increased utilization of [18F] fluoro-deoxy-glucose positron emission tomography (FDG PET) and the pressure for cost-effectiveness request a systematic evaluation and a validation of its utility in clinical practice. This retrospective study aims to consider the contribution, in terms of increasing accuracy and increasing diagnostic confidence, of voxel-based FDG PET analyses in the differential diagnosis of these disorders, including Parkinson’s disease, multiple system atrophy, progressive supranuclear palsy, and cortico-basal syndrome.
Method
Eighty-three subjects with a clinically confirmed diagnosis of degenerative parkinsonian disorders who underwent FDG brain PET/CT were selected. A voxel-based analysis was set up using statistical parametric mapping (SPM) on MATLAB to produce maps of brain hypometabolism and relative hypermetabolism. Four nuclear physicians (two expert and two not expert), blinded to the patients’ symptoms, other physicians’ evaluations, and final clinical diagnosis, independently evaluated all data by visual assessment and by adopting metabolic maps.
Results
In not-expert evaluators, the support of both hypometabolism and hypermetabolism maps results in a significant increase in diagnostic accuracy as well as clinical confidence. In expert evaluators, the increase in accuracy and in diagnostic confidence is mainly supported by hypometabolism maps alone.
Conclusions
In this study, we demonstrated the additional value of combining voxel-based analyses with qualitative assessment of brain PET images. Moreover, maps of relative hypermetabolism can also make their contribution in clinical practice, particularly for less experienced evaluators.
Collapse
Affiliation(s)
- Annachiara Arnone
- Nuclear Medicine Unit, Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, 50134, Florence, Italy.
| | - Michela Allocca
- Nuclear Medicine Unit, Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, 50134, Florence, Italy
| | - Rossella Di Dato
- Nuclear Medicine Unit, Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, 50134, Florence, Italy
| | - Giulia Puccini
- Nuclear Medicine Unit, Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, 50134, Florence, Italy
| | - Iashar Laghai
- Department of Nuclear Medicine, Hospital of Prato, Via Suor Niccolina Infermiera, 20/22, 59100, Prato, Italy
| | - Federica Rubino
- Nuclear Medicine Unit, Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, 50134, Florence, Italy
| | - Matilde Nerattini
- Nuclear Medicine Unit, Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, 50134, Florence, Italy
| | - Silvia Ramat
- Parkinson Unit, Department of NeuroMuscular- Skeletal and Sensorial Organs, AOU Careggi, Florence, Italy
| | - Gemma Lombardi
- Department of Neuroscience, Psychology, Drug Research and Child Health (NEUROFARBA), University of Florence, Florence, Italy
| | - Camilla Ferrari
- Department of Neuroscience, Psychology, Drug Research and Child Health (NEUROFARBA), University of Florence, Florence, Italy
| | - Valentina Bessi
- Department of Neuroscience, Psychology, Drug Research and Child Health (NEUROFARBA), University of Florence, Florence, Italy
| | - Sandro Sorbi
- Department of Neuroscience, Psychology, Drug Research and Child Health (NEUROFARBA), University of Florence, Florence, Italy
| | - Maria Teresa De Cristofaro
- Nuclear Medicine Unit, Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, 50134, Florence, Italy
| | - Cristina Polito
- Department of Neuroscience, Psychology, Drug Research and Child Health (NEUROFARBA), University of Florence, Florence, Italy
| | - Valentina Berti
- Nuclear Medicine Unit, Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, 50134, Florence, Italy
| |
Collapse
|
23
|
Singh NA, Graff-Radford J, Machulda MM, Schwarz CG, Baker MC, Rademakers R, Ertekin-Taner N, Lowe VJ, Josephs KA, Whitwell JL. Atypical Alzheimer's disease phenotypes with normal or borderline PET biomarker profiles. J Neurol 2022; 269:6613-6626. [PMID: 36001141 DOI: 10.1007/s00415-022-11330-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 08/05/2022] [Accepted: 08/07/2022] [Indexed: 01/01/2023]
Abstract
Posterior cortical atrophy (PCA) and logopenic progressive aphasia (LPA) are clinical syndromes that commonly have underlying Alzheimer's disease (AD), although non-AD pathologies have also been reported. PET imaging allows for identification of beta-amyloid (Aβ) and tau in AD, so we aimed to assess these in a large cohort to identify patients that do not have evidence for biomarker-defined AD. Eight-one patients, 47 PCA and 34 LPA, underwent extensive neurological and neuropsychological testing, [11C] Pittsburgh compound B, [18F] flortaucipir and [18F] fluorodeoxyglucose PETs. Global Aβ and tau-PET standardized uptake value ratios (SUVRs) were plotted for all patients and outliers, and patients with abnormally low SUVRs compared to the biomarker-classic cohort were identified. Six (7.4%) biomarker-outlier cases were identified, and three patterns were observed: (i) negative/borderline Aβ-PET and striking widespread tau-PET uptake (two LPA); (ii) negative/borderline Aβ-PET and low tau-PET uptake (three PCA) and (iii) elevated Aβ-PET uptake but mild focal tau-PET uptake (one LPA). Among the unusual patients in group ii, two patients showed no abnormal tau uptake suggesting non-AD pathology, with one developing features of cortico-basal syndrome and the other dementia with Lewy bodies. The remaining patient showed very mild focal tau uptake. This study demonstrates that a small minority (~ 8%) of PCA and LPA patients do not show the typical striking patterns of Aβ and tau PET uptake, with only 2% showing absence of both proteins. These findings will help inform the use of molecular PET in clinical treatment trials that include patients with atypical phenotypes of AD.
Collapse
Affiliation(s)
| | | | - Mary M Machulda
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
| | | | - Matthew C Baker
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL, USA
| | - Rosa Rademakers
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL, USA
| | | | - Val J Lowe
- Department of Radiology, Mayo Clinic, 200 1st St SW, Rochester, MN, 55905, USA
| | | | - Jennifer L Whitwell
- Department of Radiology, Mayo Clinic, 200 1st St SW, Rochester, MN, 55905, USA.
| |
Collapse
|
24
|
Minoshima S, Cross D, Thientunyakit T, Foster NL, Drzezga A. 18F-FDG PET Imaging in Neurodegenerative Dementing Disorders: Insights into Subtype Classification, Emerging Disease Categories, and Mixed Dementia with Copathologies. J Nucl Med 2022; 63:2S-12S. [PMID: 35649653 DOI: 10.2967/jnumed.121.263194] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Revised: 04/22/2022] [Indexed: 12/14/2022] Open
Abstract
Since the invention of 18F-FDG as a neurochemical tracer in the 1970s, 18F-FDG PET has been used extensively for dementia research and clinical applications. FDG, a glucose analog, is transported into the brain via glucose transporters and metabolized in a concerted process involving astrocytes and neurons. Although the exact cellular mechanisms of glucose consumption are still under investigation, 18F-FDG PET can sensitively detect altered neuronal activity due to neurodegeneration. Various neurodegenerative disorders affect different areas of the brain, which can be depicted as altered 18F-FDG uptake by PET. The spatial patterns and severity of such changes can be reproducibly visualized by statistical mapping technology, which has become widely available in the clinic. The differentiation of 3 major neurodegenerative disorders by 18F-FDG PET, Alzheimer disease (AD), frontotemporal dementia (FTD), and dementia with Lewy bodies (DLB), has become standard practice. As the nosology of FTD evolves, frontotemporal lobar degeneration, the umbrella term for pathology affecting the frontal and temporal lobes, has been subclassified clinically into behavioral variant FTD; primary progressive aphasia with 3 subtypes, semantic, nonfluent, and logopenic variants; and movement disorders including progressive supranuclear palsy and corticobasal degeneration. Each of these subtypes is associated with differential 18F-FDG PET findings. The discovery of new pathologic markers and clinicopathologic correlations via larger autopsy series have led to newly recognized or redefined disease categories, such as limbic-predominant age-related TDP-43 encephalopathy, hippocampus sclerosis, primary age-related tauopathy, and argyrophilic grain disease, which have become a focus of investigations by molecular imaging. These findings need to be integrated into the modern interpretation of 18F-FDG PET. Recent pathologic investigations also have revealed a high prevalence, particularly in the elderly, of mixed dementia with overlapping and coexisting pathologies. The interpretation of 18F-FDG PET is evolving from a traditional dichotomous diagnosis of AD versus FTD (or DLB) to a determination of the most predominant underlying pathology that would best explain the patient's symptoms, for the purpose of care guidance. 18F-FDG PET is a relatively low cost and widely available imaging modality that can help assess various neurodegenerative disorders in a single test and remains the workhorse in clinical dementia evaluation.
Collapse
Affiliation(s)
- Satoshi Minoshima
- Department of Radiology and Imaging Sciences, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, Utah;
| | - Donna Cross
- Department of Radiology and Imaging Sciences, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, Utah
| | - Tanyaluck Thientunyakit
- Division of Nuclear Medicine, Department of Radiology, Faculty of Medicine, Siriraj Hospital, Bangkok, Thailand
| | - Norman L Foster
- Department of Neurology, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, Utah
| | - Alexander Drzezga
- Department of Nuclear Medicine, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.,German Center for Neurodegenerative Diseases (DZNE), Bonn-Cologne, Bonn, Germany; and.,Institute of Neuroscience and Medicine (INM-2), Molecular Organization of the Brain, Forschungszentrum Jülich, Jülich, Germany
| |
Collapse
|
25
|
Nakano Y, Shimada H, Shinotoh H, Hirano S, Tagai K, Sano Y, Yamamoto Y, Endo H, Matsuoka K, Takahata K, Kubota M, Takado Y, Kimura Y, Ichise M, Ono M, Sahara N, Kawamura K, Zhang MR, Kuwabara S, Suhara T, Higuchi M. PET-based classification of corticobasal syndrome. Parkinsonism Relat Disord 2022; 98:92-98. [PMID: 35533530 DOI: 10.1016/j.parkreldis.2022.04.015] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Revised: 03/16/2022] [Accepted: 04/21/2022] [Indexed: 10/18/2022]
Abstract
INTRODUCTION Corticobasal degeneration (CBD) is the most common neuropathological substrate for clinically diagnosed corticobasal syndrome (CBS), while identifying CBD pathology in living individuals has been challenging. This study aimed to examine the capability of positron emission tomography (PET) to detect CBD-type tau depositions and neuropathological classification of CBS. METHODS Sixteen CBS cases diagnosed by Cambridge's criteria and 12 cognitively healthy controls (HCs) underwent PET scans with 11C-PiB, 11C-PBB3, and 18F-FDG, along with T1-weighted magnetic resonance imaging. Amyloid positivity was assessed by visual inspection of 11C-PiB retentions. Tau positivity was judged by quantitative comparisons of 11C-PBB3 binding to HCs. RESULTS Sixteen CBS cases consisted of two cases (13%) with amyloid and tau positivities indicative of Alzheimer's disease (AD) pathologies, 11 cases (69%) with amyloid negativity and tau positivity, and three cases (19%) with amyloid and tau negativities. Amyloid(-), tau(+) CBS cases showed increased retentions of 11C-PBB3 in the frontoparietal areas, basal ganglia, and midbrain, and reduced metabolism in the precentral gyrus and thalamus relative to HCs. The enhanced tau probe retentions in the frontal gray and white matters partially overlapped with metabolic deficits and atrophy and correlated with Clinical Dementia Rating scores. CONCLUSIONS PET-based classification of CBS was in accordance with previous neuropathological reports on the prevalences of AD, non-AD tauopathies, and others in CBS. The current work suggests that 11C-PBB3-PET may assist the biological classification of CBS and understanding of links between CBD-type tau depositions and neuronal deteriorations leading to cognitive declines.
Collapse
Affiliation(s)
- Yoshikazu Nakano
- National Institute for Quantum Medical Science, National Institutes for Quantum Science and Technology, Chiba, Japan; Department of Neurology, Chiba University Graduate School of Medicine, Chiba, Japan; Department of Neurology, Chibaken Saiseikai Narashino Hospital, Narashino, Japan
| | - Hitoshi Shimada
- National Institute for Quantum Medical Science, National Institutes for Quantum Science and Technology, Chiba, Japan; Department of Functional Neurology & Neurosurgery, Brain Research Institute, Niigata University, Niigata, Japan
| | - Hitoshi Shinotoh
- National Institute for Quantum Medical Science, National Institutes for Quantum Science and Technology, Chiba, Japan; Neurology Clinic Chiba, Chiba, Japan
| | - Shigeki Hirano
- National Institute for Quantum Medical Science, National Institutes for Quantum Science and Technology, Chiba, Japan; Department of Neurology, Chiba University Graduate School of Medicine, Chiba, Japan
| | - Kenji Tagai
- National Institute for Quantum Medical Science, National Institutes for Quantum Science and Technology, Chiba, Japan
| | - Yasunori Sano
- National Institute for Quantum Medical Science, National Institutes for Quantum Science and Technology, Chiba, Japan
| | - Yasuharu Yamamoto
- National Institute for Quantum Medical Science, National Institutes for Quantum Science and Technology, Chiba, Japan
| | - Hironobu Endo
- National Institute for Quantum Medical Science, National Institutes for Quantum Science and Technology, Chiba, Japan
| | - Kiwamu Matsuoka
- National Institute for Quantum Medical Science, National Institutes for Quantum Science and Technology, Chiba, Japan
| | - Keisuke Takahata
- National Institute for Quantum Medical Science, National Institutes for Quantum Science and Technology, Chiba, Japan
| | - Manabu Kubota
- National Institute for Quantum Medical Science, National Institutes for Quantum Science and Technology, Chiba, Japan
| | - Yuhei Takado
- National Institute for Quantum Medical Science, National Institutes for Quantum Science and Technology, Chiba, Japan
| | - Yasuyuki Kimura
- National Institute for Quantum Medical Science, National Institutes for Quantum Science and Technology, Chiba, Japan; National Center for Geriatrics and Gerontology, Obu, Japan
| | - Masanori Ichise
- National Institute for Quantum Medical Science, National Institutes for Quantum Science and Technology, Chiba, Japan
| | - Maiko Ono
- National Institute for Quantum Medical Science, National Institutes for Quantum Science and Technology, Chiba, Japan
| | - Naruhiko Sahara
- National Institute for Quantum Medical Science, National Institutes for Quantum Science and Technology, Chiba, Japan
| | - Kazunori Kawamura
- National Institute for Quantum Medical Science, National Institutes for Quantum Science and Technology, Chiba, Japan
| | - Ming-Rong Zhang
- National Institute for Quantum Medical Science, National Institutes for Quantum Science and Technology, Chiba, Japan
| | - Satoshi Kuwabara
- Department of Neurology, Chiba University Graduate School of Medicine, Chiba, Japan
| | - Tetsuya Suhara
- National Institute for Quantum Medical Science, National Institutes for Quantum Science and Technology, Chiba, Japan
| | - Makoto Higuchi
- National Institute for Quantum Medical Science, National Institutes for Quantum Science and Technology, Chiba, Japan.
| |
Collapse
|
26
|
Parmera JB, de Oliveira MCB, Rodrigues RD, Coutinho AM. Progressive supranuclear palsy and corticobasal degeneration: novel clinical concepts and advances in biomarkers. ARQUIVOS DE NEURO-PSIQUIATRIA 2022; 80:126-136. [PMID: 35976324 PMCID: PMC9491415 DOI: 10.1590/0004-282x-anp-2022-s134] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Accepted: 04/29/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND Progressive supranuclear palsy (PSP) and corticobasal degeneration (CBD) are sporadic adult-onset primary tauopathies clinically classified among the atypical parkinsonian syndromes. They are intrinsically related with regard to their clinical features, pathology, biochemistry, and genetic risk factors. OBJECTIVES This review highlights the current knowledge on PSP and CBD, focusing on evolving clinical concepts, new diagnostic criteria, and advances in biomarkers. METHODS We performed a non-systematic literature review through the PubMed database. The search was restricted to articles written in English, published from 1964 to date. RESULTS Clinicopathologic and in vivo biomarkers studies have broadened PSP and CBD clinical phenotypes. They are now recognized as a range of motor and behavioral syndromes associated with underlying 4R-tauopathy neuropathology. The Movement Disorders Society PSP diagnostic criteria included clinical variants apart from the classical description, increasing diagnostic sensitivity. Meanwhile, imaging biomarkers have explored the complexity of symptoms and pathological processes related to corticobasal syndrome and CBD. CONCLUSIONS In recent years, several prospective or clinicopathologic studies have assessed clinical, radiological, and fluid biomarkers that have helped us gain a better understanding of the complexity of the 4R-tauopathies, mainly PSP and CBD.
Collapse
Affiliation(s)
- Jacy Bezerra Parmera
- Universidade de São Paulo, Faculdade de Medicina, Hospital das Clínicas, Departamento de Neurologia, São Paulo, SP, Brazil
| | | | - Roberta Diehl Rodrigues
- Universidade de São Paulo, Faculdade de Medicina, Hospital das Clínicas, Departamento de Neurologia, São Paulo, SP, Brazil
- Universidade de São Paulo, Faculdade de Medicina, Departamento de Radiologia, Laboratório de Medicina Nuclear (LIM 44), São Paulo, SP, Brazil
| | - Artur Martins Coutinho
- Universidade de São Paulo, Faculdade de Medicina, Hospital das Clínicas, Instituto de Radiologia, Centro de Medicina Nuclear, Laboratório de Medicina Nuclear (LIM 43), São Paulo, SP, Brazil
| |
Collapse
|
27
|
Riley KJ, Graner BD, Veronesi MC. The tauopathies: Neuroimaging characteristics and emerging experimental therapies. J Neuroimaging 2022; 32:565-581. [PMID: 35470528 PMCID: PMC9545715 DOI: 10.1111/jon.13001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Revised: 03/10/2022] [Accepted: 03/28/2022] [Indexed: 11/29/2022] Open
Abstract
The tauopathies are a heterogeneous group of neurodegenerative disorders in which the prevailing underlying disease process is intracellular deposition of abnormal misfolded tau protein. Diseases often categorized as tauopathies include progressive supranuclear palsy, chronic traumatic encephalopathy, corticobasal degeneration, and frontotemporal lobar degeneration. Tauopathies can be classified through clinical assessment, imaging findings, histologic validation, or molecular biomarkers tied to the underlying disease mechanism. Many tauopathies vary in their clinical presentation and overlap substantially in presentation, making clinical diagnosis of a specific primary tauopathy difficult. Anatomic imaging findings are also rarely specific to a single tauopathy, and when present may not manifest until well after the point at which therapy may be most impactful. Molecular biomarkers hold the most promise for patient care and form a platform upon which emerging diagnostic and therapeutic applications could be developed. One of the most exciting developments utilizing these molecular biomarkers for assessment of tau deposition within the brain is tau‐PET imaging utilizing novel ligands that specifically target tau protein. This review will discuss the background, significance, and clinical presentation of each tauopathy with additional attention to the pathologic mechanisms at the protein level. The imaging characteristics will be outlined with select examples of emerging imaging techniques. Finally, current treatment options and emerging therapies will be discussed. This is by no means a comprehensive review of the literature but is instead intended for the practicing radiologist as an overview of a rapidly evolving topic.
Collapse
Affiliation(s)
- Kalen J Riley
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Brian D Graner
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Michael C Veronesi
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, Indiana, USA
| |
Collapse
|
28
|
Arterial spin labeling imaging for the detection of cerebral blood flow asymmetry in patients with corticobasal syndrome. Neuroradiology 2022; 64:1829-1837. [DOI: 10.1007/s00234-022-02942-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Accepted: 04/01/2022] [Indexed: 10/18/2022]
|
29
|
Seibert K, Smith H, Lapins A, Pytel P, Mastrianni JA. A Novel TBK1 Variant (Lys694del) Presenting With Corticobasal Syndrome in a Family With FTD-ALS Spectrum Diseases: Case Report. Front Neurol 2022; 13:826676. [PMID: 35309588 PMCID: PMC8931496 DOI: 10.3389/fneur.2022.826676] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Accepted: 01/31/2022] [Indexed: 12/11/2022] Open
Abstract
Several variants of the TANK-Binding Kinase 1 (TBK1) gene have been associated with frontotemporal dementia - amyotrophic lateral sclerosis (FTD-ALS) spectrum diseases. Corticobasal syndrome (CBS) is characterized by asymmetric limb rigidity, dystonia or myoclonus, in association with speech or limb apraxia, cortical sensory deficit, and/or alien limb. It can result from a variety of underlying pathologies and although typically sporadic, it has been occasionally associated with MAPT and GRN variants. We describe here the proband of a family with multiple occurrences of FTD-ALS spectrum disease who developed an isolated right-sided primary asymmetric akinetic-rigid syndrome and subsequent speech and cognitive dysfunction associated with contralateral anterior temporal lobe atrophy on MRI and corresponding hypometabolism by FDG-PET. Genetic testing revealed a novel Lys694del variant of the TBK1 gene and Type A TDP-43 pathology in a predominantly frontotemporal distribution contralateral to the affected side. To our knowledge this is the first report of CBS as the initial expression of a TBK1 variant. This case emphasizes the importance of considering TBK1 genetic screening in patients with CBS, as this may be an underrepresented population on the spectrum of genetic FTD-ALS.
Collapse
Affiliation(s)
- Kaitlin Seibert
- Department of Neurology, Center for Comprehensive Care and Research on Memory Disorders, University of Chicago, Chicago, IL, United States
| | - Heather Smith
- Department of Pathology, University of Chicago, Chicago, IL, United States
| | - Allison Lapins
- Department of Neurology, Center for Comprehensive Care and Research on Memory Disorders, University of Chicago, Chicago, IL, United States
| | - Peter Pytel
- Department of Pathology, University of Chicago, Chicago, IL, United States
| | - James A. Mastrianni
- Department of Neurology, Center for Comprehensive Care and Research on Memory Disorders, University of Chicago, Chicago, IL, United States
- *Correspondence: James A. Mastrianni
| |
Collapse
|
30
|
Krzosek P, Madetko N, Migda A, Migda B, Jaguś D, Alster P. Differential Diagnosis of Rare Subtypes of Progressive Supranuclear Palsy and PSP-Like Syndromes—Infrequent Manifestations of the Most Common Form of Atypical Parkinsonism. Front Aging Neurosci 2022; 14:804385. [PMID: 35221993 PMCID: PMC8864174 DOI: 10.3389/fnagi.2022.804385] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Accepted: 01/10/2022] [Indexed: 12/11/2022] Open
Abstract
Presently, there is increasing interest in rare PSP (progressive supranuclear palsy) variants, including PSP-PGF (PSP-progressive gait freezing), PSP-PI (PSP-postural instability), PSP-OM (PSP-ocular motor dysfunction), PSP-C (PSP-predominant cerebellar ataxia), PSP-CBS (PSP-corticobasal syndrome), PSP-SL (PSP-speech/language disorders), and PSP-PLS (PSP-primary lateral sclerosis). Diagnosis of these subtypes is usually based on clinical symptoms, thus thorough examination with anamnesis remains a major challenge for clinicians. The individual phenotypes often show great similarity to various neurodegenerative diseases and other genetic, autoimmune, or infectious disorders, manifesting as PSP-mimicking syndromes. At the current stage of knowledge, it is not possible to isolate a specific marker to make a definite ante-mortem diagnosis. The purpose of this review is to discuss recent developments in rare PSP phenotypes and PSP-like syndromes.
Collapse
Affiliation(s)
- Patrycja Krzosek
- Students’ Scientific Association of the Department of Neurology, Medical University of Warsaw, Warsaw, Poland
- *Correspondence: Patrycja Krzosek,
| | - Natalia Madetko
- Department of Neurology, Medical University of Warsaw, Warsaw, Poland
| | - Anna Migda
- Department of Internal Medicine and Endocrinology, Medical University of Warsaw, Warsaw, Poland
| | - Bartosz Migda
- Diagnostic Ultrasound Lab, Department of Pediatric Radiology, Medical Faculty, Medical University of Warsaw, Warsaw, Poland
| | - Dominika Jaguś
- Diagnostic Ultrasound Lab, Department of Pediatric Radiology, Medical Faculty, Medical University of Warsaw, Warsaw, Poland
| | - Piotr Alster
- Department of Neurology, Medical University of Warsaw, Warsaw, Poland
| |
Collapse
|
31
|
Desai I, Kumar N. Diagnosing Subtypes of Progressive Supranuclear Palsy: Can 18F-FDG PET/CT Imaging Guide Our Way? Ann Indian Acad Neurol 2022; 25:796-798. [PMID: 36561011 PMCID: PMC9764888 DOI: 10.4103/aian.aian_703_22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Accepted: 08/16/2022] [Indexed: 12/24/2022] Open
Affiliation(s)
- Ishita Desai
- Department of Neurology, Teerthanker Mahaveer University Hospital, Moradabad, Uttar Pradesh, India
| | - Niraj Kumar
- Department of Neurology and Division of Sleep Medicine, All India Institute of Medical Sciences, Rishikesh, Uttarakhand, India,Address for correspondence: Dr. Niraj Kumar, Deparment of Neurology, All India Institute of Medical Sciences, Rishikesh, Uttarakhand, India. E-mail:
| |
Collapse
|
32
|
Seniaray N, Verma R, Ranjan R, Belho E, Mahajan H. 18F-FDG PET/CT and 99mTc-TRODAT Scan Findings in the Variants of Progressive Supranuclear Palsy and Correlation With Clinical Findings. Ann Indian Acad Neurol 2022; 25:880-889. [PMID: 36561021 PMCID: PMC9764901 DOI: 10.4103/aian.aian_642_21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2021] [Revised: 04/30/2022] [Accepted: 05/01/2022] [Indexed: 12/24/2022] Open
Abstract
Aim The aim of this study is to elucidate the patterns of characteristic hypometabolism on 18F-Fluoro Deoxy-glucose (18F-FDG) Positron Emission Tomography/Computed Tomography (PET/CT) in the variants of Progressive supranuclear palsy (PSP) and its correlation with their core clinical features. Material and Methods A retrospective analysis of 88 subjects with clinically suspected PSP was done. An institutional informed consent to participate in the study was taken from all the subjects. All the subjects had undergone a prior 99mTechnetium labeled Tropane derivative of dopamine transporter Single Photon Emission Computed Tomography (99mTc TRODAT-1 SPECT) study and had abnormal scans to confirm degenerative parkinsonism. The subjects were clinically examined by the neurologists using the Progressive Supranuclear Palsy Rating Scale proposed by the Movement Disorder Society and were further clinically segregated into eight subtypes. All the included subjects further underwent a detailed clinical analysis to obtain their individual Schwab and England activities of daily living scale and Modified Hoehn and Yahr staging by a neurologist. All the subjects underwent 18F-FDG PET/CT scan after adequate preparation. The scans were analyzed both qualitatively (visually) and quantitatively using Statistical Parametric Mapping. Results The frontal, limbic, and sensorimotor cortices represented the common areas of hypometabolism among all the subtypes of PSP. The subcortical regions showing the most significant hypometabolism were the thalami, mid-brain, nucleus accumbens, caudate, globus pallidus, and putamen in descending order. Multiple cortical and subcortical regions of hypometabolism were identified in different subtypes of PSP. Conclusion The characteristic patterns of hypometabolism observed in the different subgroups were more apparent on quantification and based on visual analysis alone, it may not be possible to differentiate the different subtypes of PSP. A good correlation was seen between some of the core clinical features and hypometabolic clusters.
Collapse
Affiliation(s)
- Nikhil Seniaray
- Department of Nuclear Medicine & PET/CT, Mahajan Imaging Centre, Sir Ganga Ram Hospital, Old Rajinder Nagar, New Delhi, India,Address for correspondence: Dr. Nikhil Seniaray, Department of Nuclear Medicine and PET/CT, Mahajan Imaging Centre, Sir Ganga Ram Hospital, Old Rajinder Nagar, New Delhi - 110 060, India. E-mail:
| | - Ritu Verma
- Department of Nuclear Medicine & PET/CT, Mahajan Imaging Centre, Sir Ganga Ram Hospital, Old Rajinder Nagar, New Delhi, India
| | - Rajeev Ranjan
- Department of Neurology, Sir Ganga Ram Hospital, Old Rajinder Nagar, New Delhi, India
| | - Ethel Belho
- Department of Nuclear Medicine & PET/CT, Mahajan Imaging Centre, Sir Ganga Ram Hospital, Old Rajinder Nagar, New Delhi, India
| | - Harsh Mahajan
- Department of Nuclear Medicine & PET/CT, Mahajan Imaging Centre, Sir Ganga Ram Hospital, Old Rajinder Nagar, New Delhi, India
| |
Collapse
|
33
|
Reversible increase in stress-associated neurobiological activity in the acute phase of Takotsubo syndrome; a brain 18F-FDG-PET study. Int J Cardiol 2021; 344:31-33. [PMID: 34619263 DOI: 10.1016/j.ijcard.2021.09.057] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Revised: 09/27/2021] [Accepted: 09/28/2021] [Indexed: 01/27/2023]
Abstract
INTRODUCTION Takotsubo syndrome (TTS) is triggered mostly by physical and/or emotional stress that is processed in stress-associated brain regions, including the amygdala. However, it remains unclear whether such stress-induced brain activity is associated with TTS onset. METHODS AND RESULTS We acquired brain [18F]-2-fluoro-deoxy-d-glucose (18F-FDG) positron emission tomography in 4 TTS patients (44-82 yrs., 3 women) on days 2-4 (acute phase) and days 29-40 (recovery phase) after diagnosis of TTS was made by coronary angiography and left ventriculogram. The 18F-FDG uptake was measured globally and also in the pre-defined regions of interest of the bilateral amygdala on the common Montreal Neurological Institute space; all 18F-FDG images were normalized using automated image pre-processing. Amygdalar activity was calculated by dividing the 18F-FDG uptake of the amygdala by the global brain uptake. Left ventriculograms showed that apical ballooning was typical at diagnosis and was then relieved in the recovery phase. Amygdalar activity in the acute phase (0.872 ± 0.032) was higher than in the recovery phase (0.805 ± 0.037) (P = 0.013). CONCLUSIONS We report here 4 cases of TTS showing higher amygdalar activity in the acute phase as compared with the recovery phase, suggesting that increased stress-induced neurobiological activity is associated with TTS onset.
Collapse
|
34
|
Carrillo-Villamizar E, Cardozo-Saavedra A, Lorenzo-Bosquet C, Lucas Del Pozo S, Martínez-Sáez E, Hernández-Vara J. Corticobasal syndrome: A case of discordance between the clinical findings and the imaging biomarkers. Rev Esp Med Nucl Imagen Mol 2021; 41:52-54. [PMID: 34794916 DOI: 10.1016/j.remnie.2021.05.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Affiliation(s)
- E Carrillo-Villamizar
- Servicio de Medicina Nuclear, Hospital Universitari Vall d'Hebron, Barcelona, Spain.
| | - A Cardozo-Saavedra
- Servicio de Medicina Nuclear, Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - C Lorenzo-Bosquet
- Servicio de Medicina Nuclear, Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - S Lucas Del Pozo
- Grupo de Investigación en Enfermedades Neurodegenerativas, Vall d'Hebron Institut de Recerca (VHIR), Barcelona, Spain
| | - E Martínez-Sáez
- Servicio de Anatomía Patológica, Sección Neuropatología, Hospital Universitari Vall d'Hebron, Banco de Tejidos Neurológicos, Barcelona, Spain
| | - J Hernández-Vara
- Servicio de Neurología, Hospital Universitari Vall d'Hebron, Grupo de Investigación en Enfermedades Neurodegenerativas, Vall d'Hebron Institut de Recerca (VHIR), Banco de Tejidos Neurológicos, Barcelona, Spain
| |
Collapse
|
35
|
Park DG, An YS, Yoon JH. Serial 18F-FP-CIT and FDG PET in Fulminant Corticobasal Syndrome. Clin Nucl Med 2021; 46:754-755. [PMID: 34374680 DOI: 10.1097/rlu.0000000000003679] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
ABSTRACT Corticobasal syndrome (CBS) is characterized by a slow progressive cognitive decline, apraxia, myoclonus, dystonia, and parkinsonism. We experienced a rapidly progressing CBS patient (onset to bed-ridden within 2 years) presenting only with resting tremor but showing complete unilateral loss of dopamine transporter binding. This case exhibited distinct FDG PET findings involving the unilateral severe anterior frontal cortex, caudate nucleus, and contralateral cerebellum, which is different from classical CBS. However, to date, no detailed serial functional imaging study has been performed in rapidly progressing CBS, so these FDG PET and CIT PET findings may help clinicians to recognize this fulminant type of corticobasal degeneration.
Collapse
Affiliation(s)
| | - Young Sil An
- Nuclear Medicine, Ajou University School of Medicine, Suwon, South Korea
| | | |
Collapse
|
36
|
Thijssen EH, La Joie R, Strom A, Fonseca C, Iaccarino L, Wolf A, Spina S, Allen IE, Cobigo Y, Heuer H, VandeVrede L, Proctor NK, Lago AL, Baker S, Sivasankaran R, Kieloch A, Kinhikar A, Yu L, Valentin MA, Jeromin A, Zetterberg H, Hansson O, Mattsson-Carlgren N, Graham D, Blennow K, Kramer JH, Grinberg LT, Seeley WW, Rosen H, Boeve BF, Miller BL, Teunissen CE, Rabinovici GD, Rojas JC, Dage JL, Boxer AL. Plasma phosphorylated tau 217 and phosphorylated tau 181 as biomarkers in Alzheimer's disease and frontotemporal lobar degeneration: a retrospective diagnostic performance study. Lancet Neurol 2021; 20:739-752. [PMID: 34418401 PMCID: PMC8711249 DOI: 10.1016/s1474-4422(21)00214-3] [Citation(s) in RCA: 208] [Impact Index Per Article: 69.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2020] [Revised: 06/02/2021] [Accepted: 06/29/2021] [Indexed: 11/17/2022]
Abstract
BACKGROUND Plasma tau phosphorylated at threonine 217 (p-tau217) and plasma tau phosphorylated at threonine 181 (p-tau181) are associated with Alzheimer's disease tau pathology. We compared the diagnostic value of both biomarkers in cognitively unimpaired participants and patients with a clinical diagnosis of mild cognitive impairment, Alzheimer's disease syndromes, or frontotemporal lobar degeneration (FTLD) syndromes. METHODS In this retrospective multicohort diagnostic performance study, we analysed plasma samples, obtained from patients aged 18-99 years old who had been diagnosed with Alzheimer's disease syndromes (Alzheimer's disease dementia, logopenic variant primary progressive aphasia, or posterior cortical atrophy), FTLD syndromes (corticobasal syndrome, progressive supranuclear palsy, behavioural variant frontotemporal dementia, non-fluent variant primary progressive aphasia, or semantic variant primary progressive aphasia), or mild cognitive impairment; the participants were from the University of California San Francisco (UCSF) Memory and Aging Center, San Francisco, CA, USA, and the Advancing Research and Treatment for Frontotemporal Lobar Degeneration Consortium (ARTFL; 17 sites in the USA and two in Canada). Participants from both cohorts were carefully characterised, including assessments of CSF p-tau181, amyloid-PET or tau-PET (or both), and clinical and cognitive evaluations. Plasma p-tau181 and p-tau217 were measured using electrochemiluminescence-based assays, which differed only in the biotinylated antibody epitope specificity. Receiver operating characteristic analyses were used to determine diagnostic accuracy of both plasma markers using clinical diagnosis, neuropathological findings, and amyloid-PET and tau-PET measures as gold standards. Difference between two area under the curve (AUC) analyses were tested with the Delong test. FINDINGS Data were collected from 593 participants (443 from UCSF and 150 from ARTFL, mean age 64 years [SD 13], 294 [50%] women) between July 1 and Nov 30, 2020. Plasma p-tau217 and p-tau181 were correlated (r=0·90, p<0·0001). Both p-tau217 and p-tau181 concentrations were increased in people with Alzheimer's disease syndromes (n=75, mean age 65 years [SD 10]) relative to cognitively unimpaired controls (n=118, mean age 61 years [SD 18]; AUC=0·98 [95% CI 0·95-1·00] for p-tau217, AUC=0·97 [0·94-0·99] for p-tau181; pdiff=0·31) and in pathology-confirmed Alzheimer's disease (n=15, mean age 73 years [SD 12]) versus pathologically confirmed FTLD (n=68, mean age 67 years [SD 8]; AUC=0·96 [0·92-1·00] for p-tau217, AUC=0·91 [0·82-1·00] for p-tau181; pdiff=0·22). P-tau217 outperformed p-tau181 in differentiating patients with Alzheimer's disease syndromes (n=75) from those with FTLD syndromes (n=274, mean age 67 years [SD 9]; AUC=0·93 [0·91-0·96] for p-tau217, AUC=0·91 [0·88-0·94] for p-tau181; pdiff=0·01). P-tau217 was a stronger indicator of amyloid-PET positivity (n=146, AUC=0·91 [0·88-0·94]) than was p-tau181 (n=214, AUC=0·89 [0·86-0·93]; pdiff=0·049). Tau-PET binding in the temporal cortex was more strongly associated with p-tau217 than p-tau181 (r=0·80 vs r=0·72; pdiff<0·0001, n=230). INTERPRETATION Both p-tau217 and p-tau181 had excellent diagnostic performance for differentiating patients with Alzheimer's disease syndromes from other neurodegenerative disorders. There was some evidence in favour of p-tau217 compared with p-tau181 for differential diagnosis of Alzheimer's disease syndromes versus FTLD syndromes, as an indication of amyloid-PET-positivity, and for stronger correlations with tau-PET signal. Pending replication in independent, diverse, and older cohorts, plasma p-tau217 and p-tau181 could be useful screening tools to identify individuals with underlying amyloid and Alzheimer's disease tau pathology. FUNDING US National Institutes of Health, State of California Department of Health Services, Rainwater Charitable Foundation, Michael J Fox foundation, Association for Frontotemporal Degeneration, Alzheimer's Association.
Collapse
Affiliation(s)
- Elisabeth H Thijssen
- Memory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, CA, USA; Neurochemistry Laboratory, Department of Clinical Chemistry, Amsterdam University Medical Centers, Vrije Universiteit, Amsterdam Neuroscience, Amsterdam, Netherlands
| | - Renaud La Joie
- Memory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, CA, USA
| | - Amelia Strom
- Memory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, CA, USA
| | - Corrina Fonseca
- Memory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, CA, USA
| | - Leonardo Iaccarino
- Memory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, CA, USA
| | - Amy Wolf
- Memory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, CA, USA
| | - Salvatore Spina
- Memory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, CA, USA
| | - Isabel E Allen
- Epidemiology and Biostatistics, University of California, San Francisco, CA, USA
| | - Yann Cobigo
- Memory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, CA, USA
| | - Hilary Heuer
- Memory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, CA, USA
| | - Lawren VandeVrede
- Memory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, CA, USA
| | | | - Argentina Lario Lago
- Memory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, CA, USA
| | - Suzanne Baker
- Molecular Biophysics and Integrated Bioimaging, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | | | | | | | - Lili Yu
- Novartis, Cambridge, MA, USA
| | | | | | - Henrik Zetterberg
- Institute of Neuroscience and Physiology, Department of Psychiatry and Neurochemistry, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden; Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden; Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, UK; UK Dementia Research Institute at UCL, University College London, London, UK
| | - Oskar Hansson
- Clinical Memory Research Unit, Lund University, Lund, Sweden
| | - Niklas Mattsson-Carlgren
- Clinical Memory Research Unit, Lund University, Lund, Sweden; Wallenberg Center for Molecular Medicine, Lund University, Lund, Sweden; Department of Neurology, Skåne University Hospital, Lund University, Lund, Sweden
| | | | - Kaj Blennow
- Institute of Neuroscience and Physiology, Department of Psychiatry and Neurochemistry, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden; Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
| | - Joel H Kramer
- Memory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, CA, USA
| | - Lea T Grinberg
- Memory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, CA, USA; Department of Pathology, University of California, San Francisco, CA, USA
| | - William W Seeley
- Memory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, CA, USA; Department of Pathology, University of California, San Francisco, CA, USA
| | - Howard Rosen
- Memory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, CA, USA
| | | | - Bruce L Miller
- Memory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, CA, USA
| | - Charlotte E Teunissen
- Neurochemistry Laboratory, Department of Clinical Chemistry, Amsterdam University Medical Centers, Vrije Universiteit, Amsterdam Neuroscience, Amsterdam, Netherlands
| | - Gil D Rabinovici
- Memory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, CA, USA; Department of Radiology & Biomedical Imaging, University of California, San Francisco, CA, USA
| | - Julio C Rojas
- Memory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, CA, USA
| | | | - Adam L Boxer
- Memory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, CA, USA.
| |
Collapse
|
37
|
Wilson D, Le Heron C, Anderson T. Corticobasal syndrome: a practical guide. Pract Neurol 2021. [DOI: 10.1136/practneurol-2020-002835] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
Corticobasal syndrome is a disorder of movement, cognition and behaviour with several possible underlying pathologies, including corticobasal degeneration. It presents insidiously and is slowly progressive. Clinicians should consider the diagnosis in people presenting with any combination of extrapyramidal features (with poor response to levodopa), apraxia or other parietal signs, aphasia and alien-limb phenomena. Neuroimaging showing asymmetrical perirolandic cortical changes supports the diagnosis, while advanced neuroimaging may give insight into the underlying pathology. Identifying corticobasal syndrome carries some management implications (especially if protein-based treatments arise in the future) and prognostic significance. Its treatment is largely symptomatic and is best undertaken within a multidisciplinary setting, including a neurologist, physiotherapist, occupational therapist, speech language therapist, psychiatrist and, ultimately, a palliative care clinician. Corticobasal syndrome can be a confusing entity for neurologists, not least because it has over time evolved from being considered predominantly as a movement disorder to a condition spanning a wide range of cognitive and motor manifestations. In this practical review, we attempt to disentangle this syndrome and provide clarity around diagnosis, its underlying pathological substrates, key clinical features and potential treatments.
Collapse
|
38
|
Xian WB, Zhang XS, Shi XC, Luo GH, Yi C, Pei Z. Corticostriatal Hypermetabolism in Moyamoya Disease-Induced Hemichorea: Two Case Reports and a Literature Review. Front Neurol 2021; 12:649014. [PMID: 34248815 PMCID: PMC8266195 DOI: 10.3389/fneur.2021.649014] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2021] [Accepted: 05/26/2021] [Indexed: 12/03/2022] Open
Abstract
Moyamoya disease (MMD) is a rare cause of chorea, and its pathophysiological mechanism remains unclear. We explore the use of cerebral positron emission tomography (PET) to study brain functional connectivity in 2 patients with MMD-induced hemichorea. Abnormal metabolism of brain was analyzed by 18F-fluorodeoxyglucose (18F-FDG) PET images. Dopamine transporters (DAT) PET evaluated the integrity of the cerebral dopamine system. A comprehensive systemic literature search of the PubMed database was also conducted. The 18F-FDG imaging of our patients showed no responsible hypometabolism in affected brain areas, while hypermetabolism in the affected caudate nucleus, putamen and fronto-parietal areas could be seen. DAT PET imaging was normal in patient 1 (a 23-year-old woman), while remarkably reduced DAT binding was seen in the left striatum of patient 2 (a 48-year-old woman). The literature review of 9 publications revealed that 11 patients who underwent single photon emission computed tomography (SPECT) showed cerebral hypoperfusion in the cortex and subcortical area; 18F-FDG PET was performed in 3 cases, which revealed hypermetabolism in the affected striatum in 2 cases. These findings suggest that the striatal and cortical hypermetabolism in the first patient result from underactivity in indirect pathway from basal ganglia-thalamocortical circuits, causing increased activity of excitatory glutamatergic thalamostriatal and thalamocortical projection neurons. The collateral vessels in the basal ganglia might lead to disruption of normal basal ganglia signaling. A dominant left hemisphere with corpus callosal connections to the right basal ganglia resulting into left hemichorea is the most probable explanation for the second patient. We have identified abnormal functional connectivity in basal ganglia-thalamocortical circuits in patients with MMD-induced chorea highlighting the corticostriatal pathway plays an important role in the pathogenesis of MMD-induced chorea.
Collapse
Affiliation(s)
- Wen-Biao Xian
- Department of Neurology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.,Guangdong Provincial Key Laboratory of Diagnosis and Treatment of Major Neurological Diseases, National Key Clinical Department and Key Discipline of Neurology, Guangzhou, China
| | - Xiang-Song Zhang
- Department of Nuclear Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Xin-Chong Shi
- Department of Nuclear Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Gan-Hua Luo
- Department of Nuclear Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Chang Yi
- Department of Nuclear Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Zhong Pei
- Department of Neurology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.,Guangdong Provincial Key Laboratory of Diagnosis and Treatment of Major Neurological Diseases, National Key Clinical Department and Key Discipline of Neurology, Guangzhou, China
| |
Collapse
|
39
|
Jo S, Oh JS, Cheong EN, Kim HJ, Lee S, Oh M, Kim JS, Chung SJ, Lee CS, Kwon M, Kang D, Lee JH. FDG-PET patterns associated with ideomotor apraxia and imitation apraxia in patients with corticobasal syndrome. Parkinsonism Relat Disord 2021; 88:96-101. [PMID: 34166866 DOI: 10.1016/j.parkreldis.2021.06.006] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Revised: 04/09/2021] [Accepted: 06/09/2021] [Indexed: 11/25/2022]
Abstract
INTRODUCTION Apraxia is a core clinical feature of corticobasal syndrome (CBS). Among the subtypes of apraxia, ideomotor and imitation apraxia are frequently found in CBS. However, little is known about the brain networks that are characteristic of each apraxia subtype or their clinical implication. In this study, we used 18F-fluorodeoxyglucose positron emission tomography (FDG-PET) to explore the specific patterns of glucose hypometabolism that are characteristic of apraxia subtypes by focusing on ideomotor and imitation apraxia. METHODS We compared the areas of glucose hypometabolism in the brains of 52 patients with CBS and 13 healthy controls, both as a whole and according to apraxia subtypes. In addition, we investigated the relationship between the apraxia subtypes and the clinical phenotype of CBS. RESULTS In patients with CBS, common hypometabolism was observed in the frontal gyrus, precentral gyrus and caudate regardless of apraxia subtypes. In particular, ideomotor apraxia was associated with hypometabolism in the angular gyrus, while imitation apraxia was associated with hypometabolism in the posterior part including the postcentral gyrus, precuneus, and posterior cingulate gyrus. Patients who showed both ideomotor and imitation apraxia were more likely to show the typical features of CBS and progressive supranuclear palsy compared with patients showing only one type of apraxia. CONCLUSION Group comparison analysis using FDG-PET revealed distinct pathways of ideomotor and imitation apraxia in CBS. These findings add to our understanding of the brain networks underlying apraxia in association with the clinical features of CBS.
Collapse
Affiliation(s)
- Sungyang Jo
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Jungsu S Oh
- Department of Nuclear Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - E-Nae Cheong
- Department of Medical Science and Asan Medical Institute of Convergence Science and Technology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Hyung Ji Kim
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Sunju Lee
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Minyoung Oh
- Department of Nuclear Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Jae Seung Kim
- Department of Nuclear Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Sun Ju Chung
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Chong S Lee
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Miseon Kwon
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Dongwha Kang
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Jae-Hong Lee
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea.
| |
Collapse
|
40
|
Positron emission computed tomography/single photon emission computed tomography in Parkinson disease. Chin Med J (Engl) 2021; 133:1448-1455. [PMID: 32404694 PMCID: PMC7339301 DOI: 10.1097/cm9.0000000000000836] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
Parkinson disease (PD) is the second-most common neurodegenerative disorder. Its main pathological mechanism is the selective degeneration and deletion of dopaminergic neurons in the dense part of the substantia nigra and the damage of dopaminergic neurons caused by the abnormal deposition of a Lewy body, leading to a decreased dopamine level. Positron emission computed tomography (PET)/single photon emission computed tomography (SPECT) is a molecular imaging technology that can directly or indirectly reflect changes in molecular levels by using a specific tracer. With the research and development on the tracers of related enzymes for labeling dopamine transporter and dopamine receptor and for being involved in dopamine formation, this imaging technology has been applied to all aspects of PD research. It not only contributes to clinical work but also provides an important theoretical basis for exploring the pathological mechanism of PD at a molecular level. Therefore, this review discusses the application value of PET/SPECT in PD in terms of early diagnosis, disease severity evaluation, clinical manifestations, differential diagnosis, and pathological mechanism.
Collapse
|
41
|
Schmitt J, Palleis C, Sauerbeck J, Unterrainer M, Harris S, Prix C, Weidinger E, Katzdobler S, Wagemann O, Danek A, Beyer L, Rauchmann BS, Rominger A, Simons M, Bartenstein P, Perneczky R, Haass C, Levin J, Höglinger GU, Brendel M. Dual-Phase β-Amyloid PET Captures Neuronal Injury and Amyloidosis in Corticobasal Syndrome. Front Aging Neurosci 2021; 13:661284. [PMID: 34054506 PMCID: PMC8155727 DOI: 10.3389/fnagi.2021.661284] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2021] [Accepted: 04/06/2021] [Indexed: 11/13/2022] Open
Abstract
Objectives: In recent years several 18F-labeled amyloid PET (Aβ-PET) tracers have been developed and have obtained clinical approval. There is evidence that Aβ-PET perfusion can provide surrogate information about neuronal injury in neurodegenerative diseases when compared to conventional blood flow and glucose metabolism assessment. However, this paradigm has not yet been tested in neurodegenerative disorders with cortical and subcortical affection. Therefore, we investigated the performance of early acquisition 18F-flutemetamol Aβ-PET in comparison to 18F-fluorodeoxyglucose (FDG)-PET in corticobasal syndrome (CBS). Methods: Subjects with clinically possible or probable CBS were recruited within the prospective Activity of Cerebral Networks, Amyloid and Microglia in Aging and Alzheimer's Disease (ActiGliA) observational study and all CBS cases with an available FDG-PET prior to Aβ-PET were selected. Aβ-PET was acquired 0-10 min p.i. (early-phase) and 90-110 min p.i. (late-phase) whereas FDG-PET was recorded statically from 30 to 50 min p.i. Semiquantitative regional values and asymmetry indices (AI) were compared between early-phase Aβ-PET and FDG-PET. Visual assessments of hypoperfusion and hypometabolism were compared between both methods. Late-phase Aβ-PET was evaluated visually for assessment of Aβ-positivity. Results: Among 20 evaluated patients with CBS, 5 were Aβ-positive. Early-phase Aβ-PET and FDG-PET SUVr correlated highly in cortical (mean R = 0.86, range 0.77-0.92) and subcortical brain regions (mean R = 0.84, range 0.79-0.90). Strong asymmetry was observed in FDG-PET for the motor cortex (mean |AI| = 2.9%), the parietal cortex (mean |AI| = 2.9%), and the thalamus (mean |AI| = 5.5%), correlating well with AI of early-phase Aβ-PET (mean R = 0.87, range 0.62-0.98). Visual assessments of hypoperfusion and hypometabolism were highly congruent. Conclusion: Early-phase Aβ-PET facilitates assessment of neuronal injury in CBS for cortical and subcortical areas. Known asymmetries in CBS are captured by this method, enabling assessment of Aβ-status and neuronal injury with a single radiation exposure at a single visit.
Collapse
Affiliation(s)
- Julia Schmitt
- Department of Nuclear Medicine, University Hospital of Munich, LMU Munich, Munich, Germany
| | - Carla Palleis
- Department of Neurology, University Hospital of Munich, LMU Munich, Munich, Germany
| | - Julia Sauerbeck
- Department of Nuclear Medicine, University Hospital of Munich, LMU Munich, Munich, Germany
| | - Marcus Unterrainer
- Department of Nuclear Medicine, University Hospital of Munich, LMU Munich, Munich, Germany
| | - Stefanie Harris
- Department of Nuclear Medicine, University Hospital of Munich, LMU Munich, Munich, Germany
| | - Catharina Prix
- Department of Neurology, University Hospital of Munich, LMU Munich, Munich, Germany
| | - Endy Weidinger
- Department of Neurology, University Hospital of Munich, LMU Munich, Munich, Germany
| | - Sabrina Katzdobler
- Department of Neurology, University Hospital of Munich, LMU Munich, Munich, Germany
| | - Olivia Wagemann
- Department of Neurology, University Hospital of Munich, LMU Munich, Munich, Germany
| | - Adrian Danek
- Department of Neurology, University Hospital of Munich, LMU Munich, Munich, Germany
| | - Leonie Beyer
- Department of Nuclear Medicine, University Hospital of Munich, LMU Munich, Munich, Germany
| | - Boris-Stephan Rauchmann
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany.,Department of Radiology, University Hospital of Munich, LMU Munich, Munich, Germany
| | - Axel Rominger
- Department of Nuclear Medicine, University Hospital of Munich, LMU Munich, Munich, Germany.,Department of Nuclear Medicine, University of Bern, Inselspital, Bern, Switzerland.,Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | - Mikael Simons
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany.,German Center for Neurodegenerative Diseases (DZNE), Munich, Germany.,Institute of Neuronal Cell Biology, Technical University Munich, Munich, Germany
| | - Peter Bartenstein
- Department of Nuclear Medicine, University Hospital of Munich, LMU Munich, Munich, Germany.,Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | - Robert Perneczky
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany.,Munich Cluster for Systems Neurology (SyNergy), Munich, Germany.,German Center for Neurodegenerative Diseases (DZNE), Munich, Germany.,Ageing Epidemiology Research Unit (AGE), School of Public Health, Imperial College London, London, United Kingdom
| | - Christian Haass
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany.,German Center for Neurodegenerative Diseases (DZNE), Munich, Germany.,Faculty of Medicine, Chair of Metabolic Biochemistry, Biomedical Center (BMC), Ludwig-Maximilians-Universtität München, Munich, Germany
| | - Johannes Levin
- Department of Neurology, University Hospital of Munich, LMU Munich, Munich, Germany.,Munich Cluster for Systems Neurology (SyNergy), Munich, Germany.,German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
| | - Günter U Höglinger
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany.,Department of Neurology, Medizinische Hochschule Hannover, Hanover, Germany.,Department of Neurology, Technical University Munich, Munich, Germany
| | - Matthias Brendel
- Department of Nuclear Medicine, University Hospital of Munich, LMU Munich, Munich, Germany.,Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | | |
Collapse
|
42
|
Cerami C, Dodich A, Iannaccone S, Magnani G, Marcone A, Guglielmo P, Vanoli G, Cappa SF, Perani D. Individual Brain Metabolic Signatures in Corticobasal Syndrome. J Alzheimers Dis 2021; 76:517-528. [PMID: 32538847 DOI: 10.3233/jad-200153] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
BACKGROUND Corticobasal syndrome (CBS) is the usual clinical presentation of patients with corticobasal degeneration pathology. Nevertheless, there are CBS individuals with postmortem neuropathology typical of Alzheimer's disease (AD). OBJECTIVE In this study, we aim to detect FDG-PET metabolic signatures at the single-subject level in a CBS sample, also evaluated with cerebrospinal fluid (CSF) markers for AD pathology. METHODS 21 patients (68.9±6.4 years; MMSE score = 21.7±6.3) fulfilling current criteria for CBS were enrolled. All underwent a clinical-neuropsychological assessment and an instrumental evaluation for biomarkers of neurodegeneration, amyloid and tau pathology (i.e., FDG-PET imaging and CSF Aβ42 and tau levels) at close intervals. CBS subjects were classified according to the presence or absence of CSF markers of AD pathology (i.e., low Aβ42 and high phosphorylated tau levels). Optimized voxel-based SPM procedures provided FDG-PET metabolic patterns at the single-subject and group levels. RESULTS Eight CBS had an AD-like CSF profile (CBS-AD), while thirteen were negative (CBS-noAD). The two subgroups did not differ in demographic characteristics or global cognitive impairment. FDG-PET SPM t-maps identified different metabolic signatures. Namely, all CBS-AD patients showed the typical AD-like hypometabolic pattern involving posterior cingulate cortex, precuneus and temporo-parietal cortex, whereas CBS-noAD cases showed bilateral hypometabolism in fronto-insular cortex and basal ganglia that is typical of the frontotemporal lobar degeneration spectrum. DISCUSSION These results strongly suggest the inclusion of FDG-PET imaging in the diagnostic algorithm of individuals with CBS clinical phenotype in order to early identify functional metabolic signatures due to different neuropathological substrates, thus improving the diagnostic accuracy.
Collapse
Affiliation(s)
- Chiara Cerami
- Dipartimento di Scienze Umane e della Vita, Scuola Universitaria di Studi Superiori IUSS Pavia, Pavia, Italy.,IRCCS Mondino Foundation, Pavia, Italy
| | - Alessandra Dodich
- CeRiN, Centre for Mind/Brain Sciences, University of Trento, Rovereto, Italy
| | | | | | | | | | | | - Stefano F Cappa
- Dipartimento di Scienze Umane e della Vita, Scuola Universitaria di Studi Superiori IUSS Pavia, Pavia, Italy.,IRCCS Mondino Foundation, Pavia, Italy
| | - Daniela Perani
- Nuclear Medicine Unit, San Raffaele Hospital, Milan, Italy.,Division of Neuroscience, San Raffaele Scientific Institute, Milan, Italy.,Vita-Salute San Raffaele University, Milan, Italy
| |
Collapse
|
43
|
Effective Valproic Acid Treatment in a Patient With Delusional Parasitosis Due to Corticobasal Syndrome and Alzheimer Disease. J Clin Psychopharmacol 2021; 41:335-337. [PMID: 33734170 DOI: 10.1097/jcp.0000000000001378] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
|
44
|
Shea YF, Pan Y, Mak HKF, Bao Y, Lee SC, Chiu PKC, Chan HWF. A systematic review of atypical Alzheimer's disease including behavioural and psychological symptoms. Psychogeriatrics 2021; 21:396-406. [PMID: 33594793 DOI: 10.1111/psyg.12665] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Revised: 01/06/2021] [Accepted: 01/25/2021] [Indexed: 12/20/2022]
Abstract
Alzheimer's disease (AD) is the commonest cause of dementia, characterized by the clinical presentation of progressive anterograde episodic memory impairment. However, atypical presentation of patients is increasingly recognized. These atypical AD include logopenic aphasia, behavioural variant AD, posterior cortical atrophy, and corticobasal syndrome. These atypical AD are more common in patients with young onset AD before the age of 65 years old. Since medical needs (including the behavioural and psychological symptoms of dementia) of atypical AD patients could be different from typical AD patients, it is important for clinicians to be aware of these atypical forms of AD. In addition, disease modifying treatment may be available in the future. This review aims at providing an update on various important subtypes of atypical AD including behavioural and psychological symptoms.
Collapse
Affiliation(s)
- Yat-Fung Shea
- Department of Medicine, LKS Faculty of Medicine, University of Hong Kong, Queen Mary Hospital, Pok Fu Lam, Hong Kong
| | - Yining Pan
- School of Biomedical Sciences, LKS Faculty of Medicine, The University of Hong Kong, Pok Fu Lam, Hong Kong
| | - Henry Ka-Fung Mak
- Department of Diagnostic Radiology, LKS Faculty of Medicine, The University of Hong Kong, Pok Fu Lam, Hong Kong
| | - Yiwen Bao
- Department of Diagnostic Radiology, LKS Faculty of Medicine, The University of Hong Kong, Pok Fu Lam, Hong Kong
| | - Shui-Ching Lee
- Department of Medicine, LKS Faculty of Medicine, University of Hong Kong, Queen Mary Hospital, Pok Fu Lam, Hong Kong
| | - Patrick Ka-Chun Chiu
- Department of Medicine, LKS Faculty of Medicine, University of Hong Kong, Queen Mary Hospital, Pok Fu Lam, Hong Kong
| | - Hon-Wai Felix Chan
- Department of Medicine, LKS Faculty of Medicine, University of Hong Kong, Queen Mary Hospital, Pok Fu Lam, Hong Kong
| |
Collapse
|
45
|
Tini G, Cannatà A, Canepa M, Masci PG, Pardini M, Giacca M, Sinagra G, Marchionni N, Del Monte F, Udelson JE, Olivotto I. Is heart failure with preserved ejection fraction a 'dementia' of the heart? Heart Fail Rev 2021; 27:587-594. [PMID: 33907929 DOI: 10.1007/s10741-021-10114-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/19/2021] [Indexed: 01/09/2023]
Abstract
Heart failure with preserved ejection fraction (HFpEF) remains an elusive entity, due to its heterogeneous clinical profile and an arbitrarily defined nosology. Several pathophysiological mechanisms recognized as central for the development of HFpEF appear to be in common with the process of physiological aging of the heart. Both conditions are characterized by progressive impairment in cardiac function, accompanied by left ventricular hypertrophy, diastolic dysfunction, sarcomeric, and metabolic abnormalities. The neurological paradigm of dementia-intended as a progressive, multifactorial organ damage with decline of functional reserve, eventually leading to irreversible dysfunction-is well suited to represent HFpEF. In such perspective, certain phenotypes of HFpEF may be viewed as a maladaptive response to environmental modifiers, causing premature and pathological aging of the heart. We here propose that the 'HFpEF syndrome' may reflect the interplay of adverse structural remodelling and erosion of functional reserve, mirroring the processes leading to dementia in the brain. The resulting conceptual framework may help advance our understanding of HFpEF and unravel potential therapeutical targets.
Collapse
Affiliation(s)
- Giacomo Tini
- Cardiovascular Disease Unit, IRCCS Ospedale Policlinico San Martino, University of Genova, Genova, Italy. .,Cardiomyopathy Unit, Careggi University Hospital, Florence, Italy.
| | - Antonio Cannatà
- Cardiothoracic Department, Azienda Sanitaria Universitaria Integrata Di Trieste, University of Trieste, Trieste, Italy
| | - Marco Canepa
- Cardiovascular Disease Unit, IRCCS Ospedale Policlinico San Martino, University of Genova, Genova, Italy
| | - Pier Giorgio Masci
- Department of Cardiovascular Imaging, School of Biomedical Engineering and Imaging Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - Matteo Pardini
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genova, Genova, Italy.,IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Mauro Giacca
- School of Cardiovascular Medicine & Sciences, King's College London British Heart Foundation Centre, London, UK
| | - Gianfranco Sinagra
- Cardiothoracic Department, Azienda Sanitaria Universitaria Integrata Di Trieste, University of Trieste, Trieste, Italy
| | - Niccolò Marchionni
- Cardiothoracovascular Department, Careggi University Hospital, Florence, Italy
| | - Federica Del Monte
- Department of Medicine, Medical University of South Carolina, Charleston, SC, USA
| | - James E Udelson
- Division of Cardiology, Tufts Medical Center, Boston, MA, USA
| | - Iacopo Olivotto
- Cardiomyopathy Unit, Careggi University Hospital, Florence, Italy.,Cardiothoracovascular Department, Careggi University Hospital, Florence, Italy
| |
Collapse
|
46
|
Carrillo-Villamizar E, Cardozo-Saavedra A, Lorenzo-Bosquet C, Lucas Del Pozo S, Martínez-Sáez E, Hernández-Vara J. Corticobasal syndrome: A case of discordance between the clinical findings and the imaging biomarkers. Rev Esp Med Nucl Imagen Mol 2021; 41:S2253-654X(21)00057-3. [PMID: 33875401 DOI: 10.1016/j.remn.2021.02.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2020] [Revised: 02/07/2021] [Accepted: 02/08/2021] [Indexed: 11/28/2022]
Affiliation(s)
- E Carrillo-Villamizar
- Servicio de Medicina Nuclear, Hospital Universitari Vall d'Hebron, Barcelona, España.
| | - A Cardozo-Saavedra
- Servicio de Medicina Nuclear, Hospital Universitari Vall d'Hebron, Barcelona, España
| | - C Lorenzo-Bosquet
- Servicio de Medicina Nuclear, Hospital Universitari Vall d'Hebron, Barcelona, España
| | - S Lucas Del Pozo
- Grupo de Investigación en Enfermedades Neurodegenerativas. Vall d'Hebron Institut de Recerca (VHIR), Barcelona, España
| | - E Martínez-Sáez
- Servicio de Anatomía Patológica, Sección Neuropatología, Hospital Universitari Vall d'Hebron, Banco de Tejidos Neurológicos, Barcelona, España
| | - J Hernández-Vara
- Servicio de Neurología, Hospital Universitari Vall d'Hebron, Grupo de Investigación en Enfermedades Neurodegenerativas, Vall d'Hebron Institut de Recerca (VHIR), Banco de Tejidos Neurológicos, Barcelona, España
| |
Collapse
|
47
|
Dodich A, Crespi C, Santi GC, Luzzi S, Ranaldi V, Iannaccone S, Marcone A, Zamboni M, Cappa SF, Cerami C. Diagnostic Accuracy of Affective Social Tasks in the Clinical Classification Between the Behavioral Variant of Frontotemporal Dementia and Other Neurodegenerative Disease. J Alzheimers Dis 2021; 80:1401-1411. [PMID: 33682708 DOI: 10.3233/jad-201210] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Severe socio-emotional impairments characterize the behavioral variant of frontotemporal dementia (bvFTD). However, literature reports social cognition disorders in other dementias. OBJECTIVE In this study, we investigated the accuracy of social cognition performances in the early and differential diagnosis of bvFTD. METHODS We included 131 subjects: 32 bvFTD, 26 Alzheimer's disease (AD), 16 primary progressive aphasia (PPA), 17 corticobasal syndrome (CBS), and 40 healthy control (HC). Each subject completed the Ekman 60 faces (Ek-60F) test assessing basic emotion recognition and the Story-based Empathy Task (SET) assessing attribution of intentions/emotions. A combined social measure (i.e., Emotion Recognition and Attribution (ERA) index) was calculated. One-way ANOVA has been used to compare performances among groups, while receiver operating characteristic (ROC) curve tested measures ability to distinguish subjects with and without bvFTD. RESULTS Ek-60F and ERA index scores were significantly lower in bvFTD versus HC, AD, and PPA groups. ROC analyses significantly distinguished bvFTD from HC (AUC 0.82-0.92), with the Ek-60F test showing the highest performance, followed by the ERA index. These two social measures showed the best accuracy in detecting bvFTD from AD (AUC 0.78-0.74) and PPA (AUC 0.80-0.76). Investigated measures failed in detecting bvFTD from CBS. CONCLUSION Accuracy analyses support the advantage of using social cognition tests for bvFTD diagnosis. Short social battery may reduce uncertainties and improve disease identification in clinical settings. We recommend a revision of current clinical criteria considering neuropsychological deficits in emotion recognition and processing tasks as key cognitive markers of this neurodegenerative syndrome.
Collapse
Affiliation(s)
- Alessandra Dodich
- Center for Mind/Brain Sciences - CIMeC, University of Trento, Rovereto (TN), Italy
| | - Chiara Crespi
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy.,Cognitive Computational Neuroscience Research Unit, IRCCS Mondino Foundation, Pavia, Italy
| | - Gaia C Santi
- Scuola Universitaria Superiore IUSS Pavia, Pavia, Italy
| | - Simona Luzzi
- Department of Experimental and Clinical Medicine, Polytechnic University of Marche - Ospedali Riuniti, Ancona, Italy
| | - Valentina Ranaldi
- Department of Experimental and Clinical Medicine, Polytechnic University of Marche - Ospedali Riuniti, Ancona, Italy
| | - Sandro Iannaccone
- Department of Rehabilitation and Functional Recovery, San Raffaele Hospital, Milan, Italy
| | - Alessandra Marcone
- Department of Rehabilitation and Functional Recovery, San Raffaele Hospital, Milan, Italy
| | - Michele Zamboni
- Department of Rehabilitation and Functional Recovery, San Raffaele Hospital, Milan, Italy
| | - Stefano F Cappa
- Scuola Universitaria Superiore IUSS Pavia, Pavia, Italy.,Dementia Research Center, IRCCS Mondino Foundation, Pavia, Italy
| | - Chiara Cerami
- Cognitive Computational Neuroscience Research Unit, IRCCS Mondino Foundation, Pavia, Italy.,Scuola Universitaria Superiore IUSS Pavia, Pavia, Italy
| |
Collapse
|
48
|
Frey KA, Bohnen NILJ. Molecular Imaging of Neurodegenerative Parkinsonism. PET Clin 2021; 16:261-272. [PMID: 33589385 DOI: 10.1016/j.cpet.2020.12.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Advances in molecular PET imaging of neurodegenerative parkinsonism are reviewed with focus on neuropharmacologic radiotracers depicting terminals of selectively vulnerable neurons in these conditions. Degeneration and losses of dopamine, norepinephrine, serotonin, and acetylcholine imaging markers thus far do not differentiate among the parkinsonian conditions. Recent studies performed with [18F]fluorodeoxyglucose PET are limited by the need for automated image analysis tools and by lack of routine coverage for this imaging indication in the United States. Ongoing research engages use of novel molecular modeling and in silico methods for design of imaging ligands targeting these specific proteinopathies.
Collapse
Affiliation(s)
- Kirk A Frey
- Department of Radiology (Nuclear Medicine and Molecular Imaging), University of Michigan, 1500 East Medical Center Drive, Room B1-G505 UH, Ann Arbor, MI 48109-5028, USA; Department of Neurology, University of Michigan, 1500 East Medical Center Drive, Room B1-G505 UH, Ann Arbor, MI 48109-5028, USA.
| | - Nicolaas I L J Bohnen
- Department of Radiology (Nuclear Medicine and Molecular Imaging), University of Michigan, 24 Frank Lloyd Wright Drive, Box 362, Ann Arbor, MI 48105, USA; Department of Neurology, University of Michigan, 24 Frank Lloyd Wright Drive, Box 362, Ann Arbor, MI 48105, USA; Ann Arbor Veterans Administration Medical Center, Ann Arbor, MI, USA
| |
Collapse
|
49
|
Tondo G, Boccalini C, Caminiti SP, Presotto L, Filippi M, Magnani G, Frisoni GB, Iannaccone S, Perani D. Brain Metabolism and Microglia Activation in Mild Cognitive Impairment: A Combined [18F]FDG and [11C]-(R)-PK11195 PET Study. J Alzheimers Dis 2021; 80:433-445. [PMID: 33579848 DOI: 10.3233/jad-201351] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
BACKGROUND Mild cognitive impairment (MCI) is a transitional condition between normal cognition and dementia. [18F]FDG-PET reveals brain hypometabolism patterns reflecting neuronal/synaptic dysfunction, already in the prodromal MCI phase. Activated microglia is part of the pathogenetic processes leading to neurodegeneration. OBJECTIVE Using [11C]-(R)-PK11195 and [18F]FDG-PET, we aimed to in vivo investigate the presence of microglial activation, and the relationship with brain glucose metabolism, in single MCI subjects. METHODS Eight MCI subjects underwent both [18F]FDG-PET and [11C]-(R)-PK11195 PET. We used validated quantification methods to obtain brain hypometabolism maps and microglia activation peaks in single subjects. We investigated both the spatial overlap and the relationship between brain glucose hypometabolism and microglia activation, by means of Dice similarity coefficient and using Pearson's correlation at single subject level. RESULTS Each MCI showed a specific brain hypometabolism pattern indicative of different possible etiologies, as expected in MCI population (i.e., Alzheimer's disease-like, frontotemporal dementia-like, hippocampal-type, normal aging type). [11C]-(R)-PK11195 PET analysis revealed a spatial concordance with regional hypometabolism in all subjects with several clusters of significant microglia activation showing an inverse correlation with the regional metabolism. This was proportional to the strength of between-signals correlation coefficient (β = -0.804; p = 0.016). CONCLUSION Microglia activation is present in the prodromal MCI phase of different underlying etiologies, showing spatial concordance and inverse correlation with brain glucose metabolism at single-subject level. These findings suggest a possible contribution of activated microglia to neurodegeneration, showing important implications for local immune activity in the early neurodegenerative processes.
Collapse
Affiliation(s)
- Giacomo Tondo
- Vita-Salute San Raffaele University, Milan, Italy.,In vivo human molecular and structural neuroimaging Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Cecilia Boccalini
- Vita-Salute San Raffaele University, Milan, Italy.,In vivo human molecular and structural neuroimaging Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Silvia Paola Caminiti
- Vita-Salute San Raffaele University, Milan, Italy.,In vivo human molecular and structural neuroimaging Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Luca Presotto
- Nuclear Medicine Unit, San Raffaele Hospital, Milan, Italy
| | - Massimo Filippi
- Vita-Salute San Raffaele University, Milan, Italy.,Department of Neurology and INSPE, San Raffaele Scientific Institute, Milan, Italy
| | - Giuseppe Magnani
- Department of Neurology and INSPE, San Raffaele Scientific Institute, Milan, Italy
| | - Giovanni Battista Frisoni
- IRCCS Istituto Centro San Giovanni di Dio, Fatebenefratelli, Brescia, Italy.,Memory Clinic and LANVIE- Laboratory of Neuroimaging of Aging, University Hospitals and University of Geneva, Geneva, Switzerland
| | - Sandro Iannaccone
- Department of Rehabilitation and Functional Recovery, San Raffaele Hospital, Milan, Italy
| | - Daniela Perani
- Vita-Salute San Raffaele University, Milan, Italy.,In vivo human molecular and structural neuroimaging Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy.,Nuclear Medicine Unit, San Raffaele Hospital, Milan, Italy
| |
Collapse
|
50
|
Minoshima S, Mosci K, Cross D, Thientunyakit T. Brain [F-18]FDG PET for Clinical Dementia Workup: Differential Diagnosis of Alzheimer's Disease and Other Types of Dementing Disorders. Semin Nucl Med 2021; 51:230-240. [PMID: 33546814 DOI: 10.1053/j.semnuclmed.2021.01.002] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
PET imaging with [F-18]FDG has been used extensively for research and clinical applications in dementia. In the brain, [F-18]FDG accumulates around synapses and represents local neuronal activity. Patterns of altered [F-18]FDG uptake reflecting local neuronal dysfunction provide differential diagnostic clues for various dementing disorders. Image interpretation can be accomplished by employing statistical brain mapping techniques. Various guidelines have been published to support the appropriate use of [F-18]FDG PET for clinical dementia workup. PET images with [F-18]FDG demonstrate distinct patterns of decreased uptake for Alzheimer's disease (AD), Dementia with Lewy bodies (DLB), and frontotemporal dementia (FTD) as well as its multiple subtypes such as behavioral variant FTD, primary progressive aphasia (PPA), progressive supranuclear palsy, and corticobasal degeneration to aid in the differential diagnoses. Mixed dementia, not only AD + Vascular Dementia, but also AD + other neurodegenerative disorders, should also be considered when interpreting [F-18]FDG PET images. Brain PET imaging with [F-18]FDG remains a valuable component of dementia workup owing to its relatively low cost, differential diagnostic performance, widespread availability, and physicians' experience over more than 40 years since the initial development.
Collapse
Affiliation(s)
- Satoshi Minoshima
- Department of Radiology and Imaging Sciences, University of Utah, Salt Lake City, UT.
| | - Karina Mosci
- Hospital das Forças Armadas (HFA) and Hospital Santa Lucia, Brasilia, Brazil
| | - Donna Cross
- Department of Radiology and Imaging Sciences, University of Utah, Salt Lake City, UT
| | - Tanyaluck Thientunyakit
- Division of Nuclear Medicine, Department of Radiology, Faculty of Medicine, Siriraj Hospital, Bangkok, Thailand
| |
Collapse
|