1
|
Chauveau F, Winkeler A, Chalon S, Boutin H, Becker G. PET imaging of neuroinflammation: any credible alternatives to TSPO yet? Mol Psychiatry 2024:10.1038/s41380-024-02656-9. [PMID: 38997465 DOI: 10.1038/s41380-024-02656-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 06/26/2024] [Accepted: 07/01/2024] [Indexed: 07/14/2024]
Abstract
Over the last decades, the role of neuroinflammation in neuropsychiatric conditions has attracted an exponentially growing interest. A key driver for this trend was the ability to image brain inflammation in vivo using PET radioligands targeting the Translocator Protein 18 kDa (TSPO), which is known to be expressed in activated microglia and astrocytes upon inflammatory events as well as constitutively in endothelial cells. TSPO is a mitochondrial protein that is expressed mostly by microglial cells upon activation but is also expressed by astrocytes in some conditions and constitutively by endothelial cells. Therefore, our current understanding of neuroinflammation dynamics is hampered by the lack of alternative targets available for PET imaging. We performed a systematic search and review on radiotracers developed for neuroinflammation PET imaging apart from TSPO. The following targets of interest were identified through literature screening (including previous narrative reviews): P2Y12R, P2X7R, CSF1R, COX (microglial targets), MAO-B, I2BS (astrocytic targets), CB2R & S1PRs (not specific of a single cell type). We determined the level of development and provided a scoping review for each target. Strikingly, astrocytic biomarker MAO-B has progressed in clinical investigations the furthest, while few radiotracers (notably targeting S1P1Rs, CSF1R) are being implemented in clinical investigations. Other targets such as CB2R and P2X7R have proven disappointing in clinical studies (e.g. poor signal, lack of changes in disease conditions, etc.). While astrocytic targets are promising, development of new biomarkers and tracers specific for microglial activation has proven challenging.
Collapse
Affiliation(s)
- Fabien Chauveau
- Université Claude Bernard Lyon 1, Centre de Recherche en Neurosciences de Lyon, Inserm U1028, CNRS UMR5292, BIORAN, Groupement Hospitalier Est - CERMEP, 59 boulevard Pinel, 69677, Bron, Cedex, France
| | - Alexandra Winkeler
- Université Paris-Saclay, Inserm, CNRS, CEA, BioMaps, Service Hospitalier Frédéric Joliot, 4 place du général Leclerc, 91401, Orsay, France
| | - Sylvie Chalon
- UMR 1253 iBrain, Université de Tours - INSERM, Bâtiment Planiol, UFR de Médecine, 10 Boulevard Tonnellé, 37032, Tours, Cedex 01, France
| | - Hervé Boutin
- UMR 1253 iBrain, Université de Tours - INSERM, Bâtiment Planiol, UFR de Médecine, 10 Boulevard Tonnellé, 37032, Tours, Cedex 01, France.
| | - Guillaume Becker
- Université Claude Bernard Lyon 1, Centre de Recherche en Neurosciences de Lyon, Inserm U1028, CNRS UMR5292, BIORAN, Groupement Hospitalier Est - CERMEP, 59 boulevard Pinel, 69677, Bron, Cedex, France
- Agence Nationale de Sécurité Sanitaire de l'Alimentation, de l'Environnement et du Travail, 14 rue Pierre et Marie Curie, 94701, Maisons-Alfort, Cedex, France
| |
Collapse
|
4
|
Harada R, Furumoto S, Kudo Y, Yanai K, Villemagne VL, Okamura N. Imaging of Reactive Astrogliosis by Positron Emission Tomography. Front Neurosci 2022; 16:807435. [PMID: 35210989 PMCID: PMC8862631 DOI: 10.3389/fnins.2022.807435] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Accepted: 01/14/2022] [Indexed: 11/13/2022] Open
Abstract
Many neurodegenerative diseases are neuropathologically characterized by neuronal loss, gliosis, and the deposition of misfolded proteins such as β-amyloid (Aβ) plaques and tau tangles in Alzheimer’s disease (AD). In postmortem AD brains, reactive astrocytes and activated microglia are observed surrounding Aβ plaques and tau tangles. These activated glial cells secrete pro-inflammatory cytokines and reactive oxygen species, which may contribute to neurodegeneration. Therefore, in vivo imaging of glial response by positron emission tomography (PET) combined with Aβ and tau PET would provide new insights to better understand the disease process, as well as aid in the differential diagnosis, and monitoring glial response disease-specific therapeutics. There are two promising targets proposed for imaging reactive astrogliosis: monoamine oxidase-B (MAO-B) and imidazoline2 binding site (I2BS), which are predominantly expressed in the mitochondrial membranes of astrocytes and are upregulated in various neurodegenerative conditions. PET tracers targeting these two MAO-B and I2BS have been evaluated in humans. [18F]THK-5351, which was originally designed to target tau aggregates in AD, showed high affinity for MAO-B and clearly visualized reactive astrocytes in progressive supranuclear palsy (PSP). However, the lack of selectivity of [18F]THK-5351 binding to both MAO-B and tau, severely limits its clinical utility as a biomarker. Recently, [18F]SMBT-1 was developed as a selective and reversible MAO-B PET tracer via compound optimization of [18F]THK-5351. In this review, we summarize the strategy underlying molecular imaging of reactive astrogliosis and clinical studies using MAO-B and I2BS PET tracers.
Collapse
Affiliation(s)
- Ryuichi Harada
- Department of Pharmacology, Tohoku University Graduate School of Medicine, Sendai, Japan
- *Correspondence: Ryuichi Harada,
| | - Shozo Furumoto
- Cyclotron and Radioisotope Center, Tohoku University, Sendai, Japan
| | - Yukitsuka Kudo
- Department of New Therapeutics Innovation for Alzheimer’s and Dementia, Institute of Development and Aging, Tohoku University, Sendai, Japan
| | - Kazuhiko Yanai
- Department of Pharmacology, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Victor L. Villemagne
- Department of Molecular Imaging and Therapy, Austin Health, Melbourne, VIC, Australia
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, United States
| | - Nobuyuki Okamura
- Division of Pharmacology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, Sendai, Japan
- Nobuyuki Okamura,
| |
Collapse
|
7
|
Calsolaro V, Matthews PM, Donat CK, Livingston NR, Femminella GD, Guedes SS, Myers J, Fan Z, Tyacke RJ, Venkataraman AV, Perneczky R, Gunn R, Rabiner EA, Gentleman S, Parker CA, Murphy PS, Wren PB, Hinz R, Sastre M, Nutt DJ, Edison P. Astrocyte reactivity with late-onset cognitive impairment assessed in vivo using 11C-BU99008 PET and its relationship with amyloid load. Mol Psychiatry 2021; 26:5848-5855. [PMID: 34267329 PMCID: PMC8758500 DOI: 10.1038/s41380-021-01193-z] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/26/2020] [Revised: 05/16/2021] [Accepted: 06/08/2021] [Indexed: 02/06/2023]
Abstract
11C-BU99008 is a novel positron emission tomography (PET) tracer that enables selective imaging of astrocyte reactivity in vivo. To explore astrocyte reactivity associated with Alzheimer's disease, 11 older, cognitively impaired (CI) subjects and 9 age-matched healthy controls (HC) underwent 3T magnetic resonance imaging (MRI), 18F-florbetaben and 11C-BU99008 PET. The 8 amyloid (Aβ)-positive CI subjects had higher 11C-BU99008 uptake relative to HC across the whole brain, but particularly in frontal, temporal, medial temporal and occipital lobes. Biological parametric mapping demonstrated a positive voxel-wise neuroanatomical correlation between 11C-BU99008 and 18F-florbetaben. Autoradiography using 3H-BU99008 with post-mortem Alzheimer's brains confirmed through visual assessment that increased 3H-BU99008 binding localised with the astrocyte protein glial fibrillary acid protein and was not displaced by PiB or florbetaben. This proof-of-concept study provides direct evidence that 11C-BU99008 can measure in vivo astrocyte reactivity in people with late-life cognitive impairment and Alzheimer's disease. Our results confirm that increased astrocyte reactivity is found particularly in cortical regions with high Aβ load. Future studies now can explore how clinical expression of disease varies with astrocyte reactivity.
Collapse
Affiliation(s)
| | - Paul M Matthews
- Department of Brain Sciences, Imperial College London, London, UK
- UK Dementia Research Institute, Imperial College London, London, UK
| | - Cornelius K Donat
- Department of Brain Sciences, Imperial College London, London, UK
- Centre for Blast Injury Studies, Imperial College London, London, UK
| | | | | | | | - Jim Myers
- Department of Brain Sciences, Imperial College London, London, UK
| | - Zhen Fan
- Department of Brain Sciences, Imperial College London, London, UK
| | - Robin J Tyacke
- Department of Brain Sciences, Imperial College London, London, UK
| | | | - Robert Perneczky
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
- German Centre for Neurodegenerative Disorders (DZNE), Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
- Ageing Epidemiology Research Unit (AGE), School of Public Health, Imperial College London, London, UK
| | - Roger Gunn
- Department of Brain Sciences, Imperial College London, London, UK
- Invicro, London, UK
| | | | - Steve Gentleman
- Department of Brain Sciences, Imperial College London, London, UK
| | - Christine A Parker
- Department of Brain Sciences, Imperial College London, London, UK
- GlaxoSmithKline, Stevenage, UK
| | | | | | - Rainer Hinz
- Wolfson Molecular Imaging Centre, University of Manchester, Manchester, UK
| | - Magdalena Sastre
- Department of Brain Sciences, Imperial College London, London, UK
| | - David J Nutt
- Department of Brain Sciences, Imperial College London, London, UK
| | - Paul Edison
- Department of Brain Sciences, Imperial College London, London, UK.
- Cardiff University, Cardiff, Wales, United Kingdom.
| |
Collapse
|
9
|
Bellaver B, Ferrari-Souza JP, Uglione da Ros L, Carter SF, Rodriguez-Vieitez E, Nordberg A, Pellerin L, Rosa-Neto P, Leffa DT, Zimmer ER. Astrocyte Biomarkers in Alzheimer Disease: A Systematic Review and Meta-analysis. Neurology 2021; 96:e2944-e2955. [PMID: 33952650 DOI: 10.1212/wnl.0000000000012109] [Citation(s) in RCA: 65] [Impact Index Per Article: 21.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Accepted: 03/19/2021] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE To perform a systematic review and meta-analysis to determine whether fluid and imaging astrocyte biomarkers are altered in Alzheimer disease (AD). METHODS PubMed and Web of Science databases were searched for articles reporting fluid or imaging astrocyte biomarkers in AD. Pooled effect sizes were determined with standardized mean differences (SMDs) using the Hedge G method with random effects to determine biomarker performance. Adapted questions from the Quality Assessment of Diagnostic Accuracy Studies were applied for quality assessment. A protocol for this study has been previously registered in PROSPERO (registration number: CRD42020192304). RESULTS The initial search identified 1,425 articles. After exclusion criteria were applied, 33 articles (a total of 3,204 individuals) measuring levels of glial fibrillary acidic protein (GFAP), S100B, chitinase-3-like protein 1 (YKL-40), and aquaporin 4 in the blood and CSF, as well as monoamine oxidase-B indexed by PET 11C-deuterium-l-deprenyl, were included. GFAP (SMD 0.94, 95% confidence interval [CI] 0.71-1.18) and YKL-40 (SMD 0.76, 95% CI 0.63-0.89) levels in the CSF and S100B levels in the blood (SMD 2.91, 95% CI 1.01-4.8) were found to be significantly increased in patients with AD. CONCLUSIONS Despite significant progress, applications of astrocyte biomarkers in AD remain in their early days. This meta-analysis demonstrated that astrocyte biomarkers are consistently altered in AD and supports further investigation for their inclusion in the AD clinical research framework for observational and interventional studies.
Collapse
Affiliation(s)
- Bruna Bellaver
- From the Graduate Program in Biological Sciences: Biochemistry (B.B., J.P.F.-S., L.U.d.R., E.R.Z.), Department of Pharmacology (E.R.Z.), and Graduate Program in Biological Sciences: Pharmacology and Therapeutics (E.R.Z.), Universidade Federal do Rio Grande do Sul; Department of Psychiatry (S.F.C.), University of Cambridge; Wolfson Molecular Imaging Centre (S.F.C.), University of Manchester, UK; Department of Neurobiology (E.R.-V, A.N.), Care Sciences and Society, Center for Alzheimer Research, Karolinska Institutet (E.R.-V, A.N.); Theme Aging (A.N.), Karolinska University Hospital Stockholm, Stockholm, Sweden; Inserm U1082 (L.P.), Université de Poitiers, France; Translational Neuroimaging Laboratory (P.R.-N.), McGill University Research Centre for Studies in Aging, Alzheimer's Disease Research Unit, Douglas Research Institute, Le Centre intégré universitaire de santé et de services sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal; McGill University (P.R.-N.), Montreal, Quebec, Canada; and ADHD Outpatient Program & Development Psychiatry Program (D.T.L.), Hospital de Clínicas de Porto Alegre, Brazil
| | - João Pedro Ferrari-Souza
- From the Graduate Program in Biological Sciences: Biochemistry (B.B., J.P.F.-S., L.U.d.R., E.R.Z.), Department of Pharmacology (E.R.Z.), and Graduate Program in Biological Sciences: Pharmacology and Therapeutics (E.R.Z.), Universidade Federal do Rio Grande do Sul; Department of Psychiatry (S.F.C.), University of Cambridge; Wolfson Molecular Imaging Centre (S.F.C.), University of Manchester, UK; Department of Neurobiology (E.R.-V, A.N.), Care Sciences and Society, Center for Alzheimer Research, Karolinska Institutet (E.R.-V, A.N.); Theme Aging (A.N.), Karolinska University Hospital Stockholm, Stockholm, Sweden; Inserm U1082 (L.P.), Université de Poitiers, France; Translational Neuroimaging Laboratory (P.R.-N.), McGill University Research Centre for Studies in Aging, Alzheimer's Disease Research Unit, Douglas Research Institute, Le Centre intégré universitaire de santé et de services sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal; McGill University (P.R.-N.), Montreal, Quebec, Canada; and ADHD Outpatient Program & Development Psychiatry Program (D.T.L.), Hospital de Clínicas de Porto Alegre, Brazil
| | - Lucas Uglione da Ros
- From the Graduate Program in Biological Sciences: Biochemistry (B.B., J.P.F.-S., L.U.d.R., E.R.Z.), Department of Pharmacology (E.R.Z.), and Graduate Program in Biological Sciences: Pharmacology and Therapeutics (E.R.Z.), Universidade Federal do Rio Grande do Sul; Department of Psychiatry (S.F.C.), University of Cambridge; Wolfson Molecular Imaging Centre (S.F.C.), University of Manchester, UK; Department of Neurobiology (E.R.-V, A.N.), Care Sciences and Society, Center for Alzheimer Research, Karolinska Institutet (E.R.-V, A.N.); Theme Aging (A.N.), Karolinska University Hospital Stockholm, Stockholm, Sweden; Inserm U1082 (L.P.), Université de Poitiers, France; Translational Neuroimaging Laboratory (P.R.-N.), McGill University Research Centre for Studies in Aging, Alzheimer's Disease Research Unit, Douglas Research Institute, Le Centre intégré universitaire de santé et de services sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal; McGill University (P.R.-N.), Montreal, Quebec, Canada; and ADHD Outpatient Program & Development Psychiatry Program (D.T.L.), Hospital de Clínicas de Porto Alegre, Brazil
| | - Stephen F Carter
- From the Graduate Program in Biological Sciences: Biochemistry (B.B., J.P.F.-S., L.U.d.R., E.R.Z.), Department of Pharmacology (E.R.Z.), and Graduate Program in Biological Sciences: Pharmacology and Therapeutics (E.R.Z.), Universidade Federal do Rio Grande do Sul; Department of Psychiatry (S.F.C.), University of Cambridge; Wolfson Molecular Imaging Centre (S.F.C.), University of Manchester, UK; Department of Neurobiology (E.R.-V, A.N.), Care Sciences and Society, Center for Alzheimer Research, Karolinska Institutet (E.R.-V, A.N.); Theme Aging (A.N.), Karolinska University Hospital Stockholm, Stockholm, Sweden; Inserm U1082 (L.P.), Université de Poitiers, France; Translational Neuroimaging Laboratory (P.R.-N.), McGill University Research Centre for Studies in Aging, Alzheimer's Disease Research Unit, Douglas Research Institute, Le Centre intégré universitaire de santé et de services sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal; McGill University (P.R.-N.), Montreal, Quebec, Canada; and ADHD Outpatient Program & Development Psychiatry Program (D.T.L.), Hospital de Clínicas de Porto Alegre, Brazil
| | - Elena Rodriguez-Vieitez
- From the Graduate Program in Biological Sciences: Biochemistry (B.B., J.P.F.-S., L.U.d.R., E.R.Z.), Department of Pharmacology (E.R.Z.), and Graduate Program in Biological Sciences: Pharmacology and Therapeutics (E.R.Z.), Universidade Federal do Rio Grande do Sul; Department of Psychiatry (S.F.C.), University of Cambridge; Wolfson Molecular Imaging Centre (S.F.C.), University of Manchester, UK; Department of Neurobiology (E.R.-V, A.N.), Care Sciences and Society, Center for Alzheimer Research, Karolinska Institutet (E.R.-V, A.N.); Theme Aging (A.N.), Karolinska University Hospital Stockholm, Stockholm, Sweden; Inserm U1082 (L.P.), Université de Poitiers, France; Translational Neuroimaging Laboratory (P.R.-N.), McGill University Research Centre for Studies in Aging, Alzheimer's Disease Research Unit, Douglas Research Institute, Le Centre intégré universitaire de santé et de services sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal; McGill University (P.R.-N.), Montreal, Quebec, Canada; and ADHD Outpatient Program & Development Psychiatry Program (D.T.L.), Hospital de Clínicas de Porto Alegre, Brazil
| | - Agneta Nordberg
- From the Graduate Program in Biological Sciences: Biochemistry (B.B., J.P.F.-S., L.U.d.R., E.R.Z.), Department of Pharmacology (E.R.Z.), and Graduate Program in Biological Sciences: Pharmacology and Therapeutics (E.R.Z.), Universidade Federal do Rio Grande do Sul; Department of Psychiatry (S.F.C.), University of Cambridge; Wolfson Molecular Imaging Centre (S.F.C.), University of Manchester, UK; Department of Neurobiology (E.R.-V, A.N.), Care Sciences and Society, Center for Alzheimer Research, Karolinska Institutet (E.R.-V, A.N.); Theme Aging (A.N.), Karolinska University Hospital Stockholm, Stockholm, Sweden; Inserm U1082 (L.P.), Université de Poitiers, France; Translational Neuroimaging Laboratory (P.R.-N.), McGill University Research Centre for Studies in Aging, Alzheimer's Disease Research Unit, Douglas Research Institute, Le Centre intégré universitaire de santé et de services sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal; McGill University (P.R.-N.), Montreal, Quebec, Canada; and ADHD Outpatient Program & Development Psychiatry Program (D.T.L.), Hospital de Clínicas de Porto Alegre, Brazil
| | - Luc Pellerin
- From the Graduate Program in Biological Sciences: Biochemistry (B.B., J.P.F.-S., L.U.d.R., E.R.Z.), Department of Pharmacology (E.R.Z.), and Graduate Program in Biological Sciences: Pharmacology and Therapeutics (E.R.Z.), Universidade Federal do Rio Grande do Sul; Department of Psychiatry (S.F.C.), University of Cambridge; Wolfson Molecular Imaging Centre (S.F.C.), University of Manchester, UK; Department of Neurobiology (E.R.-V, A.N.), Care Sciences and Society, Center for Alzheimer Research, Karolinska Institutet (E.R.-V, A.N.); Theme Aging (A.N.), Karolinska University Hospital Stockholm, Stockholm, Sweden; Inserm U1082 (L.P.), Université de Poitiers, France; Translational Neuroimaging Laboratory (P.R.-N.), McGill University Research Centre for Studies in Aging, Alzheimer's Disease Research Unit, Douglas Research Institute, Le Centre intégré universitaire de santé et de services sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal; McGill University (P.R.-N.), Montreal, Quebec, Canada; and ADHD Outpatient Program & Development Psychiatry Program (D.T.L.), Hospital de Clínicas de Porto Alegre, Brazil
| | - Pedro Rosa-Neto
- From the Graduate Program in Biological Sciences: Biochemistry (B.B., J.P.F.-S., L.U.d.R., E.R.Z.), Department of Pharmacology (E.R.Z.), and Graduate Program in Biological Sciences: Pharmacology and Therapeutics (E.R.Z.), Universidade Federal do Rio Grande do Sul; Department of Psychiatry (S.F.C.), University of Cambridge; Wolfson Molecular Imaging Centre (S.F.C.), University of Manchester, UK; Department of Neurobiology (E.R.-V, A.N.), Care Sciences and Society, Center for Alzheimer Research, Karolinska Institutet (E.R.-V, A.N.); Theme Aging (A.N.), Karolinska University Hospital Stockholm, Stockholm, Sweden; Inserm U1082 (L.P.), Université de Poitiers, France; Translational Neuroimaging Laboratory (P.R.-N.), McGill University Research Centre for Studies in Aging, Alzheimer's Disease Research Unit, Douglas Research Institute, Le Centre intégré universitaire de santé et de services sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal; McGill University (P.R.-N.), Montreal, Quebec, Canada; and ADHD Outpatient Program & Development Psychiatry Program (D.T.L.), Hospital de Clínicas de Porto Alegre, Brazil
| | - Douglas Teixeira Leffa
- From the Graduate Program in Biological Sciences: Biochemistry (B.B., J.P.F.-S., L.U.d.R., E.R.Z.), Department of Pharmacology (E.R.Z.), and Graduate Program in Biological Sciences: Pharmacology and Therapeutics (E.R.Z.), Universidade Federal do Rio Grande do Sul; Department of Psychiatry (S.F.C.), University of Cambridge; Wolfson Molecular Imaging Centre (S.F.C.), University of Manchester, UK; Department of Neurobiology (E.R.-V, A.N.), Care Sciences and Society, Center for Alzheimer Research, Karolinska Institutet (E.R.-V, A.N.); Theme Aging (A.N.), Karolinska University Hospital Stockholm, Stockholm, Sweden; Inserm U1082 (L.P.), Université de Poitiers, France; Translational Neuroimaging Laboratory (P.R.-N.), McGill University Research Centre for Studies in Aging, Alzheimer's Disease Research Unit, Douglas Research Institute, Le Centre intégré universitaire de santé et de services sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal; McGill University (P.R.-N.), Montreal, Quebec, Canada; and ADHD Outpatient Program & Development Psychiatry Program (D.T.L.), Hospital de Clínicas de Porto Alegre, Brazil
| | - Eduardo R Zimmer
- From the Graduate Program in Biological Sciences: Biochemistry (B.B., J.P.F.-S., L.U.d.R., E.R.Z.), Department of Pharmacology (E.R.Z.), and Graduate Program in Biological Sciences: Pharmacology and Therapeutics (E.R.Z.), Universidade Federal do Rio Grande do Sul; Department of Psychiatry (S.F.C.), University of Cambridge; Wolfson Molecular Imaging Centre (S.F.C.), University of Manchester, UK; Department of Neurobiology (E.R.-V, A.N.), Care Sciences and Society, Center for Alzheimer Research, Karolinska Institutet (E.R.-V, A.N.); Theme Aging (A.N.), Karolinska University Hospital Stockholm, Stockholm, Sweden; Inserm U1082 (L.P.), Université de Poitiers, France; Translational Neuroimaging Laboratory (P.R.-N.), McGill University Research Centre for Studies in Aging, Alzheimer's Disease Research Unit, Douglas Research Institute, Le Centre intégré universitaire de santé et de services sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal; McGill University (P.R.-N.), Montreal, Quebec, Canada; and ADHD Outpatient Program & Development Psychiatry Program (D.T.L.), Hospital de Clínicas de Porto Alegre, Brazil.
| |
Collapse
|