5
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de Wilde A, van der Flier WM, Pelkmans W, Bouwman F, Verwer J, Groot C, van Buchem MM, Zwan M, Ossenkoppele R, Yaqub M, Kunneman M, Smets EMA, Barkhof F, Lammertsma AA, Stephens A, van Lier E, Biessels GJ, van Berckel BN, Scheltens P. Association of Amyloid Positron Emission Tomography With Changes in Diagnosis and Patient Treatment in an Unselected Memory Clinic Cohort: The ABIDE Project. JAMA Neurol 2019; 75:1062-1070. [PMID: 29889941 DOI: 10.1001/jamaneurol.2018.1346] [Citation(s) in RCA: 93] [Impact Index Per Article: 18.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Importance Previous studies have evaluated the diagnostic effect of amyloid positron emission tomography (PET) in selected research cohorts. However, these research populations do not reflect daily practice, thus hampering clinical implementation of amyloid imaging. Objective To evaluate the association of amyloid PET with changes in diagnosis, diagnostic confidence, treatment, and patients' experiences in an unselected memory clinic cohort. Design, Setting, and Participants Amyloid PET using fluoride-18 florbetaben was offered to 866 patients who visited the tertiary memory clinic at the VU University Medical Center between January 2015 and December 2016 as part of their routine diagnostic dementia workup. Of these patients, 476 (55%) were included, 32 (4%) were excluded, and 358 (41%) did not participate. To enrich this sample, 31 patients with mild cognitive impairment from the University Medical Center Utrecht memory clinic were included. For each patient, neurologists determined a preamyloid and postamyloid PET diagnosis that existed of both a clinical syndrome (dementia, mild cognitive impairment, or subjective cognitive decline) and a suspected etiology (Alzheimer disease [AD] or non-AD), with a confidence level ranging from 0% to 100%. In addition, the neurologist determined patient treatment in terms of ancillary investigations, medication, and care. Each patient received a clinical follow-up 1 year after being scanned. Main Outcomes and Measures Primary outcome measures were post-PET changes in diagnosis, diagnostic confidence, and patient treatment. Results Of the 507 patients (mean [SD] age, 65 (8) years; 201 women [39%]; mean [SD] Mini-Mental State Examination score, 25 [4]), 164 (32%) had AD dementia, 70 (14%) non-AD dementia, 114 (23%) mild cognitive impairment, and 159 (31%) subjective cognitive decline. Amyloid PET results were positive for 242 patients (48%). The suspected etiology changed for 125 patients (25%) after undergoing amyloid PET, more often due to a negative (82 of 265 [31%]) than a positive (43 of 242 [18%]) PET result (P < .01). Post-PET changes in suspected etiology occurred more frequently in patients older (>65 years) than younger (<65 years) than the typical age at onset of 65 years (74 of 257 [29%] vs 51 of 250 [20%]; P < .05). Mean diagnostic confidence (SD) increased from 80 (13) to 89 (13%) (P < .001). In 123 patients (24%), there was a change in patient treatment post-PET, mostly related to additional investigations and therapy. Conclusions and Relevance This prospective diagnostic study provides a bridge between validating amyloid PET in a research setting and implementing this diagnostic tool in daily clinical practice. Both amyloid-positive and amyloid-negative results had substantial associations with changes in diagnosis and treatment, both in patients with and without dementia.
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Affiliation(s)
- Arno de Wilde
- Department of Neurology & Alzheimer Center, Amsterdam Neuroscience, VU University Medical Center, Amsterdam, the Netherlands
| | - Wiesje M van der Flier
- Department of Neurology & Alzheimer Center, Amsterdam Neuroscience, VU University Medical Center, Amsterdam, the Netherlands.,Department of Epidemiology & Biostatistics, Amsterdam Neuroscience, VU University Medical Center, Amsterdam, the Netherlands
| | - Wiesje Pelkmans
- Department of Neurology & Alzheimer Center, Amsterdam Neuroscience, VU University Medical Center, Amsterdam, the Netherlands
| | - Femke Bouwman
- Department of Neurology & Alzheimer Center, Amsterdam Neuroscience, VU University Medical Center, Amsterdam, the Netherlands
| | - Jurre Verwer
- Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Colin Groot
- Department of Radiology & Nuclear Medicine, Amsterdam Neuroscience, VU University Medical Center, Amsterdam, the Netherlands
| | - Marieke M van Buchem
- Department of Neurology & Alzheimer Center, Amsterdam Neuroscience, VU University Medical Center, Amsterdam, the Netherlands
| | - Marissa Zwan
- Department of Neurology & Alzheimer Center, Amsterdam Neuroscience, VU University Medical Center, Amsterdam, the Netherlands
| | - Rik Ossenkoppele
- Department of Neurology & Alzheimer Center, Amsterdam Neuroscience, VU University Medical Center, Amsterdam, the Netherlands.,Department of Radiology & Nuclear Medicine, Amsterdam Neuroscience, VU University Medical Center, Amsterdam, the Netherlands
| | - Maqsood Yaqub
- Department of Radiology & Nuclear Medicine, Amsterdam Neuroscience, VU University Medical Center, Amsterdam, the Netherlands
| | - Marleen Kunneman
- Department of Medical Psychology, Amsterdam Neuroscience, Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Ellen M A Smets
- Department of Medical Psychology, Amsterdam Neuroscience, Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Frederik Barkhof
- Department of Radiology & Nuclear Medicine, Amsterdam Neuroscience, VU University Medical Center, Amsterdam, the Netherlands.,Institutes of Neurology and Healthcare Engineering, University College London, London, England
| | - Adriaan A Lammertsma
- Department of Radiology & Nuclear Medicine, Amsterdam Neuroscience, VU University Medical Center, Amsterdam, the Netherlands
| | | | | | - Geert Jan Biessels
- Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Bart N van Berckel
- Department of Neurology & Alzheimer Center, Amsterdam Neuroscience, VU University Medical Center, Amsterdam, the Netherlands.,Department of Radiology & Nuclear Medicine, Amsterdam Neuroscience, VU University Medical Center, Amsterdam, the Netherlands
| | - Philip Scheltens
- Department of Neurology & Alzheimer Center, Amsterdam Neuroscience, VU University Medical Center, Amsterdam, the Netherlands
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9
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Ceccaldi M, Jonveaux T, Verger A, Krolak‐Salmon P, Houzard C, Godefroy O, Shields T, Perrotin A, Gismondi R, Bullich S, Jovalekic A, Raffa N, Pasquier F, Semah F, Dubois B, Habert M, Wallon D, Chastan M, Payoux P, Ceccaldi M, Guedj E, Ceccaldi M, Felician O, Didic M, Gueriot C, Koric L, Kletchkova‐Gantchev R, Guedj E, Godefroy O, Andriuta D, Devendeville A, Dupuis D, Binot I, Barbay M, Meyer M, Moullard V, Magnin E, Chamard L, Haffen S, Morel O, Drouet C, Boulahdour H, Goas P, Querellou‐Lefranc S, Sayette V, Cogez J, Branger P, Agostini D, Manrique A, Rouaud O, Bejot Y, Jacquin‐Piques A, Dygai‐Cochet I, Berriolo‐Riedinger A, Moreaud O, Sauvee M, Crépin CG, Pasquier F, Bombois S, Lebouvier T, Mackowiak‐Cordoliani M, Deramecourt V, Rollin‐Sillaire A, Cassagnaud‐Thuillet P, Chen Y, Semah F, Petyt G, Krolak‐Salmon P, Federico D, Danaila KL, Guilhermet Y, Magnier C, Makaroff Z, Rouch I, Xie J, Roubaud C, Coste M, David K, Sarciron A, Waissi AS, Scheiber C, Houzard C, Gabelle‐Deloustal A, Bennys K, Marelli C, Touati L, Mariano‐Goulart D, Verbizier‐Lonjon D, Jonveaux T, Benetos A, Kearney‐Schwartz A, Perret‐Guillaume C, Verger A, Vercelletto M, Boutoleau‐Bretonniere C, Pouclet‐Courtemanche H, Wagemann N, Pallardy A, Hugon J, Paquet C, Dumurgier J, Millet P, Queneau M, Dubois B, Epelbaum S, Levy M, Habert M, Novella J, Jaidi Y, Papathanassiou D, Morland D, Belliard S, Salmon A, Lejeune F, Hannequin D, Wallon D, Martinaud O, Zarea A, Chastan M, Pariente J, Thalamas C, Galitzky‐Gerber M, Tricoire Ricard A, Calvas F, Rigal E, Payoux P, Hitzel A, Delrieu J, Ousset P, Lala F, Sastre‐Hengan N, Stephens A, Guedj E. Added value of
18
F‐florbetaben amyloid PET in the diagnostic workup of most complex patients with dementia in France: A naturalistic study. Alzheimers Dement 2017; 14:293-305. [DOI: 10.1016/j.jalz.2017.09.009] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2017] [Revised: 08/29/2017] [Accepted: 09/06/2017] [Indexed: 11/25/2022]
Affiliation(s)
- Mathieu Ceccaldi
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Thérèse Jonveaux
- Geriatric Department CHRU de Nancy–Hôpital Brabois Vandoeuvre‐les‐Nancy France
| | - Antoine Verger
- INSERM U947 Unité d'Imagerie Adaptative Diagnostique et Interventionnelle Nancy France
| | - Pierre Krolak‐Salmon
- Clinical and Research Memory Center of Lyon Hospices civils de Lyon, Université Claude Bernard Lyon 1 Inserm 1028 Lyon France
| | | | - Olivier Godefroy
- Neurology Department CHU Amiens Picardie–Hôpital Sud Amiens France
| | - Trevor Shields
- Nuclear Medicine Department CHU Amiens Picardie–Hôpital Sud Amiens France
| | - Audrey Perrotin
- Piramal Imaging Clinical Research and Development Berlin Germany
| | | | - Santiago Bullich
- AP‐HP–Hôpital Pitié Salpétrière Memory and Alzheimer Disease Institute IM2A Paris France
| | - Aleksandar Jovalekic
- Laboratoire d'Imagerie Biomédicale Sorbonne Universités, UPMC Univ Paris 06, Inserm U 1146, CNRS UMR 7371 Paris France
| | - Nicola Raffa
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Florence Pasquier
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Franck Semah
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Bruno Dubois
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Marie‐Odile Habert
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - David Wallon
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Mathieu Chastan
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Pierre Payoux
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Mathieu Ceccaldi
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Eric Guedj
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Mathieu Ceccaldi
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Olivier Felician
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Mira Didic
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Claude Gueriot
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Lejla Koric
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Radka Kletchkova‐Gantchev
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Eric Guedj
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Olivier Godefroy
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Daniela Andriuta
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Agnès Devendeville
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Diane Dupuis
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Ingrid Binot
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Mélanie Barbay
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Marc‐Etienne Meyer
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Véronique Moullard
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Eloi Magnin
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Ludivine Chamard
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Sophie Haffen
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Olivier Morel
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Clément Drouet
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Hatem Boulahdour
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Philippe Goas
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Solène Querellou‐Lefranc
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Vincent Sayette
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Julien Cogez
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Pierre Branger
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Denis Agostini
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Alain Manrique
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Olivier Rouaud
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Yannick Bejot
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Agnès Jacquin‐Piques
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Inna Dygai‐Cochet
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Alina Berriolo‐Riedinger
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Olivier Moreaud
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Mathilde Sauvee
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Céline Gallazzani Crépin
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Florence Pasquier
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Stéphanie Bombois
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Thibaud Lebouvier
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Marie‐Anne Mackowiak‐Cordoliani
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Vincent Deramecourt
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Adeline Rollin‐Sillaire
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Pascaline Cassagnaud‐Thuillet
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Yaohua Chen
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Franck Semah
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Grégory Petyt
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Pierre Krolak‐Salmon
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Denis Federico
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Keren Liora Danaila
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Yves Guilhermet
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Christophe Magnier
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Zaza Makaroff
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Isabelle Rouch
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Jing Xie
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Caroline Roubaud
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Marie‐Hélène Coste
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Kenny David
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Alain Sarciron
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Aziza Sediq Waissi
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Christian Scheiber
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Claire Houzard
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Audrey Gabelle‐Deloustal
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Karim Bennys
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Cecilia Marelli
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Lynda Touati
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Denis Mariano‐Goulart
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Delphine Verbizier‐Lonjon
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Thérèse Jonveaux
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Athanase Benetos
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Anna Kearney‐Schwartz
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Christine Perret‐Guillaume
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Antoine Verger
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Martine Vercelletto
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Claire Boutoleau‐Bretonniere
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Hélène Pouclet‐Courtemanche
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Nathalie Wagemann
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Amandine Pallardy
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Jacques Hugon
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Claire Paquet
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Julien Dumurgier
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Pascal Millet
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Mathieu Queneau
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Bruno Dubois
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Stéphane Epelbaum
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Marcel Levy
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | | | - Jean‐Luc Novella
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Yacine Jaidi
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Dimitri Papathanassiou
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | | | - Serge Belliard
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Anne Salmon
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Florence Lejeune
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Didier Hannequin
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - David Wallon
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Olivier Martinaud
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Aline Zarea
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Mathieu Chastan
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | | | - Claire Thalamas
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | | | | | - Fabienne Calvas
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Emilie Rigal
- ToNIC, Toulouse NeuroImaging Center Université de Toulouse, Inserm, UPS Toulouse France
| | - Pierre Payoux
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Anne Hitzel
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Julien Delrieu
- Neurology Department CHU de Rouen–Hôpital Charles Nicolle Rouen France
| | - Pierre‐Jean Ousset
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Françoise Lala
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Nathalie Sastre‐Hengan
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Andrew Stephens
- AP‐HM–Hôpital de la Timone, Neurology and Neuropsychology Department Aix Marseille University, Inserm, INS, Institut de Neurosciences des Systèmes Marseille France
| | - Eric Guedj
- AP‐HM–Hôpital de la Timone, Nuclear Medicine Department Aix‐Marseille University, CERIMED, CNRS, INT, Institut de Neurosciences de la Timone Marseille France
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