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Saracino D, Sellami L, Boniface H, Houot M, Pélégrini-Issac M, Funkiewiez A, Rinaldi D, Locatelli M, Azuar C, Causse-Lemercier V, Jaillard A, Pasquier F, Chastan M, Wallon D, Hitzel A, Pariente J, Pallardy A, Boutoleau-Bretonnière C, Guedj E, Didic M, Migliaccio R, Kas A, Habert MO, Le Ber I. Brain Metabolic Profile in Presymptomatic GRN Carriers Throughout a 5-Year Follow-up. Neurology 2023; 100:e396-e407. [PMID: 36257714 DOI: 10.1212/wnl.0000000000201439] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Accepted: 09/06/2022] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND AND OBJECTIVES GRN variants are a frequent cause of familial frontotemporal dementia (FTD). Monitoring disease progression in asymptomatic carriers of genetic variants is a major challenge in delivering preventative therapies before clinical onset. This study aimed to assess the usefulness of fluorodeoxyglucose (FDG)-PET in identifying metabolic changes in presymptomatic GRN carriers (PS-GRN+) and to trace their longitudinal progression. METHODS Participants were longitudinally evaluated over 5 years in a prospective cohort study focused on GRN disease (Predict-PGRN). They underwent cognitive/behavioral assessment, plasma neurofilament measurement, brain MRI, and FDG-PET. Voxel-wise comparisons of structural and metabolic imaging data between 2 groups were performed for each time point. Longitudinal PET changes were evaluated with voxel-wise comparisons and the metabolic percent annual changes method. The association of regional brain metabolism with plasma neurofilament and cognitive changes was analyzed. RESULTS Among the 80 individuals enrolled in the study, 58 (27 PS-GRN+ and 31 noncarriers) were included in the analyses. Cross-sectional comparisons between PS-GRN+ and controls found a significant hypometabolism in the left superior temporal sulcus (STS) region (encompassing the middle and superior temporal gyri), approximately 15 years before the expected disease onset, without significant cortical atrophy. The longitudinal metabolic decline over the following 5 years peaked around the right STS in carriers (p < 0.001), without significantly greater volume loss compared with that in controls. Their estimated annualized metabolic decrease (-1.37%) was higher than that in controls (-0.21%, p = 0.004). Lower glucose uptake was associated with higher neurofilament increase (p = 0.003) and lower frontal cognitive scores (p = 0.014) in PS-GRN+. DISCUSSION This study detected brain metabolic changes in the STS region, preceding structural and cognitive alterations, thus contributing to the characterization of the pathochronology of preclinical GRN disease. Owing to the STS involvement in the perception of facially communicated cues, it is likely that its dysfunction contributes to social cognition deficits characterizing FTD. Overall, our study highlights brain metabolic changes as an early disease-tracking biomarker and proposes annualized percent decrease as a metric to monitor therapeutic response in forthcoming trials.
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Affiliation(s)
- Dario Saracino
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Leila Sellami
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Hugo Boniface
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Marion Houot
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Mélanie Pélégrini-Issac
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Aurélie Funkiewiez
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Daisy Rinaldi
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Maxime Locatelli
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Carole Azuar
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Valérie Causse-Lemercier
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Alice Jaillard
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Florence Pasquier
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Mathieu Chastan
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - David Wallon
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Anne Hitzel
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Jérémie Pariente
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Amandine Pallardy
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Claire Boutoleau-Bretonnière
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Eric Guedj
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Mira Didic
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Raffaella Migliaccio
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Aurélie Kas
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Marie-Odile Habert
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Isabelle Le Ber
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France.
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23
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Staffaroni AM, Quintana M, Wendelberger B, Heuer HW, Russell LL, Cobigo Y, Wolf A, Goh SYM, Petrucelli L, Gendron TF, Heller C, Clark AL, Taylor JC, Wise A, Ong E, Forsberg L, Brushaber D, Rojas JC, VandeVrede L, Ljubenkov P, Kramer J, Casaletto KB, Appleby B, Bordelon Y, Botha H, Dickerson BC, Domoto-Reilly K, Fields JA, Foroud T, Gavrilova R, Geschwind D, Ghoshal N, Goldman J, Graff-Radford J, Graff-Radford N, Grossman M, Hall MGH, Hsiung GY, Huey ED, Irwin D, Jones DT, Kantarci K, Kaufer D, Knopman D, Kremers W, Lago AL, Lapid MI, Litvan I, Lucente D, Mackenzie IR, Mendez MF, Mester C, Miller BL, Onyike CU, Rademakers R, Ramanan VK, Ramos EM, Rao M, Rascovsky K, Rankin KP, Roberson ED, Savica R, Tartaglia MC, Weintraub S, Wong B, Cash DM, Bouzigues A, Swift IJ, Peakman G, Bocchetta M, Todd EG, Convery RS, Rowe JB, Borroni B, Galimberti D, Tiraboschi P, Masellis M, Finger E, van Swieten JC, Seelaar H, Jiskoot LC, Sorbi S, Butler CR, Graff C, Gerhard A, Langheinrich T, Laforce R, Sanchez-Valle R, de Mendonça A, Moreno F, Synofzik M, Vandenberghe R, Ducharme S, Le Ber I, Levin J, Danek A, Otto M, Pasquier F, Santana I, Kornak J, Boeve BF, Rosen HJ, Rohrer JD, Boxer AL. Temporal order of clinical and biomarker changes in familial frontotemporal dementia. Nat Med 2022; 28:2194-2206. [PMID: 36138153 PMCID: PMC9951811 DOI: 10.1038/s41591-022-01942-9] [Citation(s) in RCA: 48] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2021] [Accepted: 07/08/2022] [Indexed: 01/17/2023]
Abstract
Unlike familial Alzheimer's disease, we have been unable to accurately predict symptom onset in presymptomatic familial frontotemporal dementia (f-FTD) mutation carriers, which is a major hurdle to designing disease prevention trials. We developed multimodal models for f-FTD disease progression and estimated clinical trial sample sizes in C9orf72, GRN and MAPT mutation carriers. Models included longitudinal clinical and neuropsychological scores, regional brain volumes and plasma neurofilament light chain (NfL) in 796 carriers and 412 noncarrier controls. We found that the temporal ordering of clinical and biomarker progression differed by genotype. In prevention-trial simulations using model-based patient selection, atrophy and NfL were the best endpoints, whereas clinical measures were potential endpoints in early symptomatic trials. f-FTD prevention trials are feasible but will likely require global recruitment efforts. These disease progression models will facilitate the planning of f-FTD clinical trials, including the selection of optimal endpoints and enrollment criteria to maximize power to detect treatment effects.
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Affiliation(s)
- Adam M Staffaroni
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA.
| | | | | | - Hilary W Heuer
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Lucy L Russell
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square London, London, UK
| | - Yann Cobigo
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Amy Wolf
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Sheng-Yang Matt Goh
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | | | - Tania F Gendron
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL, USA
| | - Carolin Heller
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square London, London, UK
| | - Annie L Clark
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Jack Carson Taylor
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Amy Wise
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Elise Ong
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Leah Forsberg
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - Danielle Brushaber
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Julio C Rojas
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Lawren VandeVrede
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Peter Ljubenkov
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Joel Kramer
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Kaitlin B Casaletto
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Brian Appleby
- Department of Neurology, Case Western Reserve University, Cleveland, OH, USA
| | - Yvette Bordelon
- Department of Neurology, University of California, Los Angeles, Los Angeles, USA
| | - Hugo Botha
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - Bradford C Dickerson
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | | | - Julie A Fields
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
| | - Tatiana Foroud
- Indiana University School of Medicine, National Centralized Repository for Alzheimer's, Indianapolis, IN, USA
| | | | - Daniel Geschwind
- Department of Neurology, University of California, Los Angeles, Los Angeles, USA
- Institute for Precision Health, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Nupur Ghoshal
- Departments of Neurology and Psychiatry, Washington University School of Medicine, Washington University, St. Louis, MO, USA
| | - Jill Goldman
- Department of Neurology, Columbia University, New York, NY, USA
| | | | | | - Murray Grossman
- Department of Neurology, University of Pennsylvania, Philadelphia, PA, USA
| | - Matthew G H Hall
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Ging-Yuek Hsiung
- Division of Neurology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Edward D Huey
- Department of Neurology, Columbia University, New York, NY, USA
| | - David Irwin
- Department of Neurology, University of Pennsylvania, Philadelphia, PA, USA
| | - David T Jones
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - Kejal Kantarci
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - Daniel Kaufer
- Department of Neurology, University of North Carolina, Chapel Hill, NC, USA
| | - David Knopman
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - Walter Kremers
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Argentina Lario Lago
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Maria I Lapid
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
| | - Irene Litvan
- Department of Neurosciences, University of California, San Diego, La Jolla, CA, USA
| | - Diane Lucente
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Ian R Mackenzie
- Department of Pathology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Mario F Mendez
- Department of Neurology, University of California, Los Angeles, Los Angeles, USA
| | - Carly Mester
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Bruce L Miller
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Chiadi U Onyike
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University, Baltimore, MD, USA
| | - Rosa Rademakers
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL, USA
- Applied and Translational Neurogenomics Group, VIB Center for Molecular Neurology, VIB, Antwerp, Belgium
- Department of Biomedical Sciences, University of Antwerp, Antwerp, Belgium
| | | | - Eliana Marisa Ramos
- Department of Neurology, University of California, Los Angeles, Los Angeles, USA
| | - Meghana Rao
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - Katya Rascovsky
- Department of Neurology, University of Pennsylvania, Philadelphia, PA, USA
| | - Katherine P Rankin
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Erik D Roberson
- Department of Neurology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Rodolfo Savica
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - M Carmela Tartaglia
- Tanz Centre for Research in Neurodegenerative Diseases, Division of Neurology, University of Toronto, Toronto, Ontario, Canada
| | - Sandra Weintraub
- Department of Neurology, Northwestern University, Chicago, IL, USA
| | - Bonnie Wong
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - David M Cash
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square London, London, UK
| | - Arabella Bouzigues
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square London, London, UK
| | - Imogen J Swift
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square London, London, UK
| | - Georgia Peakman
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square London, London, UK
| | - Martina Bocchetta
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square London, London, UK
| | - Emily G Todd
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square London, London, UK
| | - Rhian S Convery
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square London, London, UK
| | - James B Rowe
- Department of Clinical Neurosciences and Cambridge University Hospitals NHS Trust and Medical Research Council Cognition and Brain Sciences Unit, University of Cambridge, Cambridge, UK
| | - Barbara Borroni
- Centre for Neurodegenerative Disorders, Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
| | - Daniela Galimberti
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, Milan, Italy
- Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy
| | | | - Mario Masellis
- Division of Neurology, Department of Medicine, Sunnybrook Health Sciences Centre; Hurvitz Brain Sciences Program, Sunnybrook Research Institute, University of Toronto, Toronto, Ontario, Canada
| | - Elizabeth Finger
- Department of Clinical Neurological Sciences, University of Western Ontario, London, Ontario, Canada
| | | | - Harro Seelaar
- Department of Neurology, Erasmus Medical Centre, Rotterdam, Netherlands
| | - Lize C Jiskoot
- Department of Neurology, Erasmus Medical Centre, Rotterdam, Netherlands
| | - Sandro Sorbi
- Department of Neurofarba, University of Florence, Florence, Italy
- IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy
| | - Chris R Butler
- Nuffield Department of Clinical Neurosciences, Medical Sciences Division, University of Oxford, Oxford, UK
- Department of Brain Sciences, Imperial College London, London, UK
| | - Caroline Graff
- Center for Alzheimer Research, Division of Neurogeriatrics, Department of Neurobiology, Care Sciences and Society, Bioclinicum, Karolinska Institutet, Solna, Sweden
- Unit for Hereditary Dementias, Theme Aging, Karolinska University Hospital, Solna, Sweden
| | - Alexander Gerhard
- Division of Neuroscience and Experimental Psychology, Wolfson Molecular Imaging Centre, University of Manchester, Manchester, UK
- Departments of Geriatric Medicine and Nuclear Medicine, Center for Translational Neuro- and Behavioral Sciences, University Medicine Essen, Essen, Germany
| | - Tobias Langheinrich
- Division of Neuroscience and Experimental Psychology, Wolfson Molecular Imaging Centre, University of Manchester, Manchester, UK
- Cerebral Function Unit, Manchester Centre for Clinical Neurosciences, Salford Royal NHS Foundation Trust, Salford, UK
| | - Robert Laforce
- Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques, CHU de Québec, and Faculté de Médecine, Université Laval, Québec City, Québec, Canada
| | - Raquel Sanchez-Valle
- Alzheimer's disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Barcelona, Spain
| | | | - Fermin Moreno
- Cognitive Disorders Unit, Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa, Spain
- Neuroscience Area, Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain
| | - Matthis Synofzik
- Department of Neurodegenerative Diseases, Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen, Tübingen, Germany
- Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
| | - Rik Vandenberghe
- Laboratory for Cognitive Neurology, Department of Neurosciences, KU Leuven, Leuven, Belgium
- Neurology Service, University Hospitals Leuven, Leuven, Belgium
- Leuven Brain Institute, KU Leuven, Leuven, Belgium
| | - Simon Ducharme
- Douglas Mental Health University Institute, Department of Psychiatry, McGill University, Montreal, Canada
- McConnell Brain Imaging Centre, Montreal Neurological Institute, Department of Neurology & Neurosurgery, McGill University, Montreal, Québec, Canada
| | - Isabelle Le Ber
- Sorbonne Université, Paris Brain Institute - Institut du Cerveau - ICM, Inserm U1127, CNRS UMR 7225, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France
- Centre de référence des démences rares ou précoces, IM2A, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France
- Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France
| | - Johannes Levin
- Neurologische Klinik und Poliklinik, Ludwig-Maximilians-Universität, Munich, Germany
- Center for Neurodegenerative Diseases (DZNE), Munich, Germany
- Munich Cluster of Systems Neurology, Munich, Germany
| | - Adrian Danek
- Neurologische Klinik und Poliklinik, Ludwig-Maximilians-Universität, Munich, Germany
| | - Markus Otto
- Department of Neurology, University of Ulm, Ulm, Germany
| | - Florence Pasquier
- University of Lille, Lille, France
- Inserm, Lille, France
- CHU, CNR-MAJ, Labex Distalz, LiCEND Lille, Lille, France
| | - Isabel Santana
- Neurology Service, Faculty of Medicine, University Hospital of Coimbra (HUC), University of Coimbra, Coimbra, Portugal
- Center for Neuroscience and Cell Biology, Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - John Kornak
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, USA
| | | | - Howard J Rosen
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Jonathan D Rohrer
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square London, London, UK
| | - Adam L Boxer
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA.
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