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Szlepák T, Kossev AP, Csabán D, Illés A, Udvari S, Balicza P, Borsos B, Takáts A, Klivényi P, Molnár MJ. GBA-associated Parkinson's disease in Hungary: clinical features and genetic insights. Neurol Sci 2024; 45:2671-2679. [PMID: 38153678 PMCID: PMC11082009 DOI: 10.1007/s10072-023-07213-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2023] [Accepted: 11/16/2023] [Indexed: 12/29/2023]
Abstract
INTRODUCTION Parkinson's disease (PD) has a complex genetic background involving both rare and common genetic variants. Although a small percentage of cases show a clear Mendelian inheritance pattern, it is much more relevant to identify patients who present with a complex genetic profile of risk variants with different severity. The ß-glucocerebrosidase coding gene (GBA1) is recognized as the most frequent genetic risk factor for PD and Lewy body dementia, irrespective of reduction of the enzyme activity due to genetic variants. METHODS In a selected cohort of 190 Hungarian patients with clinical signs of PD and suspected genetic risk, we performed the genetic testing of the GBA1 gene. As other genetic hits can modify clinical features, we also screened for additional rare variants in other neurodegenerative genes and assessed the APOE-ε genotype of the patients. RESULTS In our cohort, we identified 29 GBA1 rare variant (RV) carriers. Out of the six different detected RVs, the highly debated E365K and T408M variants are composed of the majority of them (22 out of 32). Three patients carried two GBA1 variants, and an additional three patients carried rare variants in other neurodegenerative genes (SMPD1, SPG11, and SNCA). We did not observe differences in age at onset or other clinical features of the patients carrying two GBA1 variants or patients carrying heterozygous APOE-ε4 allele. CONCLUSION We need further studies to better understand the drivers of clinical differences in these patients, as this could have important therapeutic implications.
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Affiliation(s)
- Tamás Szlepák
- Institute of Genomic Medicine and Rare Disorders, Semmelweis University, Budapest, Hungary
- HUN-REN, Multiomic Neurodegeneration Research Group, Budapest, Hungary
| | - Annabel P Kossev
- Institute of Genomic Medicine and Rare Disorders, Semmelweis University, Budapest, Hungary
| | - Dóra Csabán
- Institute of Genomic Medicine and Rare Disorders, Semmelweis University, Budapest, Hungary
| | - Anett Illés
- Department of Internal Medicine and Oncology, Semmelweis University, Budapest, Hungary
| | - Szabolcs Udvari
- Institute of Genomic Medicine and Rare Disorders, Semmelweis University, Budapest, Hungary
| | - Péter Balicza
- Institute of Genomic Medicine and Rare Disorders, Semmelweis University, Budapest, Hungary
- HUN-REN, Multiomic Neurodegeneration Research Group, Budapest, Hungary
| | - Beáta Borsos
- Institute of Genomic Medicine and Rare Disorders, Semmelweis University, Budapest, Hungary
| | - Annamária Takáts
- Department of Neurology, Semmelweis University, Budapest, Hungary
| | - Péter Klivényi
- Department of Neurology, Faculty of Medicine, Albert Szent-Györgyi Clinical Center, University of Szeged, Szeged, Hungary
| | - Mária J Molnár
- Institute of Genomic Medicine and Rare Disorders, Semmelweis University, Budapest, Hungary.
- HUN-REN, Multiomic Neurodegeneration Research Group, Budapest, Hungary.
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Roeben B, Liepelt-Scarfone I, Lerche S, Zimmermann M, Wurster I, Sünkel U, Schulte C, Deuschle C, Eschweiler GW, Maetzler W, Gasser T, Berg D, Brockmann K. Longitudinal cognitive decline characterizes the profile of non-PD-manifest GBA1 mutation carriers. NPJ Parkinsons Dis 2024; 10:88. [PMID: 38649346 PMCID: PMC11035543 DOI: 10.1038/s41531-024-00706-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Accepted: 04/08/2024] [Indexed: 04/25/2024] Open
Abstract
With disease-modifying treatment for Parkinson's disease (PD) associated with variants in the glucocerebrosidase gene (GBA1) under way, the challenge to design clinical trials with non-PD-manifest GBA mutation carriers (GBA1NMC) comes within close reach. To delineate trajectories of motor and non-motor markers as well as serum neurofilament light (sNfL) levels and to evaluate clinical endpoints as outcomes for clinical trials in GBA1NMC, longitudinal data of 56 GBA1NMC carriers and 112 age- and sex-matched GBA1 wildtype participants (GBA1wildtype) with up to 9 years of follow-up was analyzed using linear mixed-effects models (LMEM) and Kaplan-Meier survival analysis of clinical endpoints for motor and cognitive function. GBA1NMC showed worse performance in Pegboard, 20 m fast walking, global cognition as well as in executive and memory function at baseline. Longitudinally, LMEM revealed a higher annual increase of the MDS-UPDRS III bradykinesia subscore in GBA1NMC compared to GBA1wildtype, but comparable trajectories of all other motor and non-motor markers as well as sNfL. Kaplan-Meier survival analysis showed a significantly earlier progression to clinical endpoints of cognitive decline in GBA1NMC. Incidence of PD was significantly higher in GBA1NMC. In conclusion, our study extends data on GBA1NMC indicating early cognitive decline as a potentially characteristic feature. Comprehensive longitudinal assessments of cognitive function are crucial to delineate the evolution of early changes in GBA1NMC enabling a more accurate stratification and allow for a more precise definition of trial design and sample size.
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Grants
- Dr. Roeben was supported by the Clinician Scientist program of the Medical Faculty of the University of Tübingen (grant #478-0-0).
- Janssen Research and Development (Janssen R&D)
- Michael J. Fox Foundation for Parkinson’s Research (Michael J. Fox Foundation)
- European Commission (EC)
- EC | Horizon 2020 Framework Programme (EU Framework Programme for Research and Innovation H2020)
- Novartis
- International Parkinson Fonds (Germany) GmbH (IPD) German Ministry for Education and Research (BMBF)
- Dr. Zimmermann was supported by the Clinician Scientist program of the Medical Faculty of the University of Tübingen (grant #481-0-0).
- Dr. Wurster received funding from the Michael J. Fox Foundation in form of the Edmond J. Safra Fellowship in Movement Disorders.
- German Ministry for Education and Research (BMBF), German Research Council (DFG), German Innovationsfonds
- Robert Bosch Stiftung (Robert Bosch Foundation)
- Dr. Maetzler receives or received funding from the European Union, the German Federal Ministry of Education of Research, German Research Council, Michael J. Fox Foundation, Robert Bosch Foundation, Neuroalliance, Lundbeck, Sivantos and Janssen.
- Dr. Gasser receives research support from Novartis, the European Union, BMBF (the Federal Ministry of Education and Research), and Helmholtz Association.
- Janssen Pharmaceuticals (Janssen Pharmaceuticals, Inc.)
- Teva Pharmaceutical Industries (Teva Pharmaceutical Industries Ltd.)
- Abbott | Abbott Pharmaceuticals
- Boehringer Ingelheim (Boehringer Ingelheim Pharmaceuticals)
- UCB | UCB US
- Deutsches Zentrum für Neurodegenerative Erkrankungen (German Center for Neurodegenerative Diseases)
- Dr. Berg has received funding for travel or speaker honoraria from Lundbeck Inc., Novartis, UCB/ SCHWARZ PHARMA, Merck Serono, Biogen, Zambon, AbbVie, and BIALLtd.; and has received research support from Janssen, Teva Pharmaceutical Industries Ltd., Solvay Pharmaceuticals, Inc./Abbott, Boehringer, UCB, Michael J Fox Foundation, BMBF, dPV (German Parkinson’s disease association), Neuroallianz, DZNE, Center of Integrative Neurosciences and the Damp Foundation.
- Dr. Brockmann has received research grants from the University of Tuebingen (Clinician Scientist), the German Society of Parkinson’s disease (dpv), the Michael J. Fox Foundation (MJFF), the German Centre for Neurodegenerative Diseases (DZNE, MIGAP) and the German Federal Ministry of Education and Research (BMBF) in the frame of ERACoSysMed2 (FKZ 031L0137B).
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Affiliation(s)
- Benjamin Roeben
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tübingen, Hoppe-Seyler-Str. 3, 72076, Tübingen, Germany.
- German Center for Neurodegenerative Diseases, University of Tübingen, Otfried-Müller-Str. 27, 72076, Tübingen, Germany.
| | - Inga Liepelt-Scarfone
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tübingen, Hoppe-Seyler-Str. 3, 72076, Tübingen, Germany
- German Center for Neurodegenerative Diseases, University of Tübingen, Otfried-Müller-Str. 27, 72076, Tübingen, Germany
- IB-Hochschule, Stuttgart, Germany
| | - Stefanie Lerche
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tübingen, Hoppe-Seyler-Str. 3, 72076, Tübingen, Germany
- German Center for Neurodegenerative Diseases, University of Tübingen, Otfried-Müller-Str. 27, 72076, Tübingen, Germany
| | - Milan Zimmermann
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tübingen, Hoppe-Seyler-Str. 3, 72076, Tübingen, Germany
- German Center for Neurodegenerative Diseases, University of Tübingen, Otfried-Müller-Str. 27, 72076, Tübingen, Germany
| | - Isabel Wurster
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tübingen, Hoppe-Seyler-Str. 3, 72076, Tübingen, Germany
- German Center for Neurodegenerative Diseases, University of Tübingen, Otfried-Müller-Str. 27, 72076, Tübingen, Germany
| | - Ulrike Sünkel
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tübingen, Hoppe-Seyler-Str. 3, 72076, Tübingen, Germany
- Department of Psychiatry and Psychotherapy, University of Tübingen, Calwer Str. 14, 72076, Tübingen, Germany
| | - Claudia Schulte
- German Center for Neurodegenerative Diseases, University of Tübingen, Otfried-Müller-Str. 27, 72076, Tübingen, Germany
| | - Christian Deuschle
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tübingen, Hoppe-Seyler-Str. 3, 72076, Tübingen, Germany
- German Center for Neurodegenerative Diseases, University of Tübingen, Otfried-Müller-Str. 27, 72076, Tübingen, Germany
| | - Gerhard W Eschweiler
- Department of Psychiatry and Psychotherapy, University of Tübingen, Calwer Str. 14, 72076, Tübingen, Germany
- Geriatric Center at the University Hospital of Tübingen, Calwer Str. 14, 72076, Tübingen, Germany
| | - Walter Maetzler
- Department of Neurology, University Hospital Schleswig-Holstein, Campus Kiel, and Kiel University, Arnold-Heller-Straße 3, 24105, Kiel, Germany
| | - Thomas Gasser
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tübingen, Hoppe-Seyler-Str. 3, 72076, Tübingen, Germany
- German Center for Neurodegenerative Diseases, University of Tübingen, Otfried-Müller-Str. 27, 72076, Tübingen, Germany
| | - Daniela Berg
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tübingen, Hoppe-Seyler-Str. 3, 72076, Tübingen, Germany
- Department of Neurology, University Hospital Schleswig-Holstein, Campus Kiel, and Kiel University, Arnold-Heller-Straße 3, 24105, Kiel, Germany
| | - Kathrin Brockmann
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tübingen, Hoppe-Seyler-Str. 3, 72076, Tübingen, Germany
- German Center for Neurodegenerative Diseases, University of Tübingen, Otfried-Müller-Str. 27, 72076, Tübingen, Germany
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Brody EM, Seo Y, Suh E, Amari N, Hartstone WG, Skrinak RT, Zhang H, Diaz-Ortiz ME, Weintraub D, Tropea TF, Van Deerlin VM, Chen-Plotkin AS. GPNMB Biomarker Levels in GBA1 Carriers with Lewy Body Disorders. Mov Disord 2024. [PMID: 38610104 DOI: 10.1002/mds.29773] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Revised: 02/13/2024] [Accepted: 02/20/2024] [Indexed: 04/14/2024] Open
Abstract
BACKGROUND The GPNMB single-nucleotide polymorphism rs199347 and GBA1 variants both associate with Lewy body disorder (LBD) risk. GPNMB encodes glycoprotein nonmetastatic melanoma protein B (GPNMB), a biomarker for GBA1-associated Gaucher's disease. OBJECTIVE The aim of this study was to determine whether GPNMB levels (1) differ in LBD with and without GBA1 variants and (2) associate with rs199347 genotype. METHODS We quantified GPNMB levels in plasma and cerebrospinal fluid (CSF) from 124 individuals with LBD with one GBA1 variant (121 plasma, 14 CSF), 631 individuals with LBD without GBA1 variants (626 plasma, 41 CSF), 9 neurologically normal individuals with one GBA1 variant (plasma), and 2 individuals with two GBA1 variants (plasma). We tested for associations between GPNMB levels and rs199347 or GBA1 status. RESULTS GPNMB levels associate with rs199347 genotype in plasma (P = 0.022) and CSF (P = 0.007), but not with GBA1 status. CONCLUSIONS rs199347 is a protein quantitative trait locus for GPNMB. GPNMB levels are unaltered in individuals carrying one GBA1 variant. © 2024 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.
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Affiliation(s)
- Eliza M Brody
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Yunji Seo
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - EunRan Suh
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Noor Amari
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Whitney G Hartstone
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - R Tyler Skrinak
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Hanwen Zhang
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Maria E Diaz-Ortiz
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Daniel Weintraub
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Parkinson's Disease Research, Education, and Clinical Center, Philadelphia Veterans Affairs Medical Center, Philadelphia, Pennsylvania, USA
| | - Thomas F Tropea
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Vivianna M Van Deerlin
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Alice S Chen-Plotkin
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Parkinson's Disease Research, Education, and Clinical Center, Philadelphia Veterans Affairs Medical Center, Philadelphia, Pennsylvania, USA
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Cheslow L, Snook AE, Waldman SA. Biomarkers for Managing Neurodegenerative Diseases. Biomolecules 2024; 14:398. [PMID: 38672416 PMCID: PMC11048498 DOI: 10.3390/biom14040398] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2024] [Revised: 03/21/2024] [Accepted: 03/22/2024] [Indexed: 04/28/2024] Open
Abstract
Neurological disorders are the leading cause of cognitive and physical disability worldwide, affecting 15% of the global population. Due to the demographics of aging, the prevalence of neurological disorders, including neurodegenerative diseases, will double over the next two decades. Unfortunately, while available therapies provide symptomatic relief for cognitive and motor impairment, there is an urgent unmet need to develop disease-modifying therapies that slow the rate of pathological progression. In that context, biomarkers could identify at-risk and prodromal patients, monitor disease progression, track responses to therapy, and parse the causality of molecular events to identify novel targets for further clinical investigation. Thus, identifying biomarkers that discriminate between diseases and reflect specific stages of pathology would catalyze the discovery and development of therapeutic targets. This review will describe the prevalence, known mechanisms, ongoing or recently concluded therapeutic clinical trials, and biomarkers of three of the most prevalent neurodegenerative diseases, including Alzheimer's disease (AD), amyotrophic lateral sclerosis (ALS), and Parkinson's disease (PD).
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Affiliation(s)
- Lara Cheslow
- Department of Pharmacology, Physiology and Cancer Biology, Thomas Jefferson University, Philadelphia, PA 19107, USA; (L.C.); (A.E.S.)
- Department of Neurosciences, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Adam E. Snook
- Department of Pharmacology, Physiology and Cancer Biology, Thomas Jefferson University, Philadelphia, PA 19107, USA; (L.C.); (A.E.S.)
- Department of Microbiology and Immunology, Thomas Jefferson University, Philadelphia, PA 19107, USA
- Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Scott A. Waldman
- Department of Pharmacology, Physiology and Cancer Biology, Thomas Jefferson University, Philadelphia, PA 19107, USA; (L.C.); (A.E.S.)
- Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA 19107, USA
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5
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Beaulieu-Jones BK, Frau F, Bozzi S, Chandross KJ, Peterschmitt MJ, Cohen C, Coulovrat C, Kumar D, Kruger MJ, Lipnick SL, Fitzsimmons L, Kohane IS, Scherzer CR. Disease progression strikingly differs in research and real-world Parkinson's populations. NPJ Parkinsons Dis 2024; 10:58. [PMID: 38480700 PMCID: PMC10937726 DOI: 10.1038/s41531-024-00667-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2023] [Accepted: 02/23/2024] [Indexed: 03/17/2024] Open
Abstract
Characterization of Parkinson's disease (PD) progression using real-world evidence could guide clinical trial design and identify subpopulations. Efforts to curate research populations, the increasing availability of real-world data, and advances in natural language processing, particularly large language models, allow for a more granular comparison of populations than previously possible. This study includes two research populations and two real-world data-derived (RWD) populations. The research populations are the Harvard Biomarkers Study (HBS, N = 935), a longitudinal biomarkers cohort study with in-person structured study visits; and Fox Insights (N = 36,660), an online self-survey-based research study of the Michael J. Fox Foundation. Real-world cohorts are the Optum Integrated Claims-electronic health records (N = 157,475), representing wide-scale linked medical and claims data and de-identified data from Mass General Brigham (MGB, N = 22,949), an academic hospital system. Structured, de-identified electronic health records data at MGB are supplemented using a manually validated natural language processing with a large language model to extract measurements of PD progression. Motor and cognitive progression scores change more rapidly in MGB than HBS (median survival until H&Y 3: 5.6 years vs. >10, p < 0.001; mini-mental state exam median decline 0.28 vs. 0.11, p < 0.001; and clinically recognized cognitive decline, p = 0.001). In real-world populations, patients are diagnosed more than eleven years later (RWD mean of 72.2 vs. research mean of 60.4, p < 0.001). After diagnosis, in real-world cohorts, treatment with PD medications has initiated an average of 2.3 years later (95% CI: [2.1-2.4]; p < 0.001). This study provides a detailed characterization of Parkinson's progression in diverse populations. It delineates systemic divergences in the patient populations enrolled in research settings vs. patients in the real-world. These divergences are likely due to a combination of selection bias and real population differences, but exact attribution of the causes is challenging. This study emphasizes a need to utilize multiple data sources and to diligently consider potential biases when planning, choosing data sources, and performing downstream tasks and analyses.
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Affiliation(s)
- Brett K Beaulieu-Jones
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, 02115, USA.
- APDA Center for Advanced Parkinson Research of Harvard Medical School and Brigham and Women's Hospital, Boston, MA, 02115, USA.
- Precision Neurology Program of Brigham & Women's Hospital, Harvard Medical School, Boston, MA, 02115, USA.
- Department of Medicine, University of Chicago, Chicago, IL, 60615, USA.
- Aligning Science Across Parkinson's (ASAP) Collaborative Research Network, Chevy Chase, MD, 20815, USA.
| | | | - Sylvie Bozzi
- Sanofi Health Economics and Value Assessment, Sanofi, Paris, France
| | | | | | | | | | - Dinesh Kumar
- Sanofi Translational Sciences, Framingham, MA, 01701, USA
| | - Mark J Kruger
- Sanofi Genzyme, Clinical Development Neurology, Cambridge, MA, USA
| | - Scott L Lipnick
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, 02115, USA
| | - Lane Fitzsimmons
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, 02115, USA
| | - Isaac S Kohane
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, 02115, USA
| | - Clemens R Scherzer
- APDA Center for Advanced Parkinson Research of Harvard Medical School and Brigham and Women's Hospital, Boston, MA, 02115, USA.
- Precision Neurology Program of Brigham & Women's Hospital, Harvard Medical School, Boston, MA, 02115, USA.
- Aligning Science Across Parkinson's (ASAP) Collaborative Research Network, Chevy Chase, MD, 20815, USA.
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6
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Avenali M, Zangaglia R, Cuconato G, Palmieri I, Albanese A, Artusi CA, Bozzali M, Calandra-Buonaura G, Cavallieri F, Cilia R, Cocco A, Cogiamanian F, Colucci F, Cortelli P, Di Fonzo A, Eleopra R, Giannini G, Imarisio A, Imbalzano G, Ledda C, Lopiano L, Malaguti MC, Mameli F, Minardi R, Mitrotti P, Monfrini E, Spagnolo F, Tassorelli C, Valentino F, Valzania F, Pacchetti C, Valente EM. Are patients with GBA-Parkinson disease good candidates for deep brain stimulation? A longitudinal multicentric study on a large Italian cohort. J Neurol Neurosurg Psychiatry 2024; 95:309-315. [PMID: 37879897 PMCID: PMC10958298 DOI: 10.1136/jnnp-2023-332387] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Accepted: 09/20/2023] [Indexed: 10/27/2023]
Abstract
BACKGROUND GBA variants increase the risk of developing Parkinson disease (PD) and influence its outcome. Deep brain stimulation (DBS) is a recognised therapeutic option for advanced PD. Data on DBS long-term outcome in GBA carriers are scarce. OBJECTIVE To elucidate the impact of GBA variants on long-term DBS outcome in a large Italian cohort. METHODS We retrospectively recruited a multicentric Italian DBS-PD cohort and assessed: (1) GBA prevalence; (2) pre-DBS clinical features; and (3) outcomes of motor, cognitive and other non-motor features up to 5 years post-DBS. RESULTS We included 365 patients with PD, of whom 73 (20%) carried GBA variants. 5-year follow-up data were available for 173 PD, including 32 mutated subjects. GBA-PD had an earlier onset and were younger at DBS than non-GBA-PD. They also had shorter disease duration, higher occurrence of dyskinesias and orthostatic hypotension symptoms.At post-DBS, both groups showed marked motor improvement, a significant reduction of fluctuations, dyskinesias and impulsive-compulsive disorders (ICD) and low occurrence of most complications. Only cognitive scores worsened significantly faster in GBA-PD after 3 years. Overt dementia was diagnosed in 11% non-GBA-PD and 25% GBA-PD at 5-year follow-up. CONCLUSIONS Evaluation of long-term impact of GBA variants in a large Italian DBS-PD cohort supported the role of DBS surgery as a valid therapeutic strategy in GBA-PD, with long-term benefit on motor performance and ICD. Despite the selective worsening of cognitive scores since 3 years post-DBS, the majority of GBA-PD had not developed dementia at 5-year follow-up.
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Affiliation(s)
- Micol Avenali
- Department of Brain and Behavioural Sciences, University of Pavia, Pavia, Italy
- IRCCS Mondino Foundation, Pavia, Italy
| | | | - Giada Cuconato
- Department of Molecular Medicine, University of Pavia, Pavia, Italy
| | | | - Alberto Albanese
- Department of Neurology, IRCCS Humanitas Research Hospital, Rozzano, Italy
| | - Carlo Alberto Artusi
- Department of Neuroscience "Rita Levi Montalcini", University of Turin, Turin, Italy
- SC Neurologia 2U, AOU Città della Salute e della Scienza, Turin, Italy
| | - Marco Bozzali
- Department of Neuroscience "Rita Levi Montalcini", University of Turin, Turin, Italy
- SC Neurologia 2U, AOU Città della Salute e della Scienza, Turin, Italy
| | - Giovanna Calandra-Buonaura
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
- Department of Biomedical and NeuroMotor Sciences (DiBiNeM), Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Francesco Cavallieri
- Neurology Unit, Neuromotor and Rehabilitation Department, Azienda USL-IRCCS di Reggio Emilia, Reggio Emilia, Italy
| | - Roberto Cilia
- Department of Clinical Neurosciences, Parkinson and Movement Disorders Unit, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milano, Italy
| | - Antoniangela Cocco
- Department of Neurology, IRCCS Humanitas Research Hospital, Rozzano, Italy
| | - Filippo Cogiamanian
- Neurophysiopathology Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Fabiana Colucci
- Department of Clinical Neurosciences, Parkinson and Movement Disorders Unit, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milano, Italy
| | - Pietro Cortelli
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
- Department of Biomedical and NeuroMotor Sciences (DiBiNeM), Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Alessio Di Fonzo
- Neurology Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Roberto Eleopra
- Department of Clinical Neurosciences, Parkinson and Movement Disorders Unit, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milano, Italy
| | - Giulia Giannini
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
- Department of Biomedical and NeuroMotor Sciences (DiBiNeM), Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Alberto Imarisio
- Department of Molecular Medicine, University of Pavia, Pavia, Italy
| | - Gabriele Imbalzano
- Department of Neuroscience "Rita Levi Montalcini", University of Turin, Turin, Italy
- SC Neurologia 2U, AOU Città della Salute e della Scienza, Turin, Italy
| | - Claudia Ledda
- Department of Neuroscience "Rita Levi Montalcini", University of Turin, Turin, Italy
- SC Neurologia 2U, AOU Città della Salute e della Scienza, Turin, Italy
| | - Leonardo Lopiano
- Department of Neuroscience "Rita Levi Montalcini", University of Turin, Turin, Italy
- SC Neurologia 2U, AOU Città della Salute e della Scienza, Turin, Italy
| | | | - Francesca Mameli
- Neurophysiopathology Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Raffaella Minardi
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
| | | | - Edoardo Monfrini
- Neurology Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | | | - Cristina Tassorelli
- Department of Brain and Behavioural Sciences, University of Pavia, Pavia, Italy
- IRCCS Mondino Foundation, Pavia, Italy
| | | | - Franco Valzania
- Neurology Unit, Neuromotor and Rehabilitation Department, Azienda USL-IRCCS di Reggio Emilia, Reggio Emilia, Italy
| | | | - Enza Maria Valente
- IRCCS Mondino Foundation, Pavia, Italy
- Department of Molecular Medicine, University of Pavia, Pavia, Italy
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Beaulieu-Jones BK, Frau F, Bozzi S, Chandross KJ, Peterschmitt MJ, Cohen C, Coulovrat C, Kumar D, Kruger MJ, Lipnick SL, Fitzsimmons L, Kohane IS, Scherzer CR. Disease progression strikingly differs in research and real-world Parkinson's populations. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.02.17.24302981. [PMID: 38405736 PMCID: PMC10889035 DOI: 10.1101/2024.02.17.24302981] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/27/2024]
Abstract
Characterization of Parkinson's disease (PD) progression using real-world evidence could guide clinical trial design and identify subpopulations. Efforts to curate research populations, the increasing availability of real-world data and recent advances in natural language processing, particularly large language models, allow for a more granular comparison of populations and the methods of data collection describing these populations than previously possible. This study includes two research populations and two real-world data derived (RWD) populations. The research populations are the Harvard Biomarkers Study (HBS, N = 935), a longitudinal biomarkers cohort study with in-person structured study visits; and Fox Insights (N = 36,660), an online self-survey-based research study of the Michael J. Fox Foundation. Real-world cohorts are the Optum Integrated Claims-electronic health records (N = 157,475), representing wide-scale linked medical and claims data and de-identified data from Mass General Brigham (MGB, N = 22,949), an academic hospital system. Structured, de-identified electronic health records data at MGB are supplemented using natural language processing with a large language model to extract measurements of PD progression. This extraction process is manually validated for accuracy. Motor and cognitive progression scores change more rapidly in MGB than HBS (median survival until H&Y 3: 5.6 years vs. >10, p<0.001; mini-mental state exam median decline 0.28 vs. 0.11, p<0.001; and clinically recognized cognitive decline, p=0.001). In the real-world populations, patients are diagnosed more than eleven years later (RWD mean of 72.2 vs. research mean of 60.4, p<0.001). After diagnosis, in real-world cohorts, treatment with PD medications is initiated 2.3 years later on average (95% CI: [2.1-2.4]; p<0.001). This study provides a detailed characterization of Parkinson's progression in diverse populations. It delineates systemic divergences in the patient populations enrolled in research settings vs. patients in the real world. These divergences are likely due to a combination of selection bias and real population differences, but exact attribution of the causes is challenging using existing data. This study emphasizes a need to utilize multiple data sources and to diligently consider potential biases when planning, choosing data sources, and performing downstream tasks and analyses.
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Affiliation(s)
- Brett K Beaulieu-Jones
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA 02115, USA
- APDA Center for Advanced Parkinson Research of Harvard Medical School and Brigham and Women's Hospital, Boston, MA 02115, USA
- Precision Neurology Program of Brigham & Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
- Department of Medicine, University of Chicago, Chicago, IL 60615 USA
- Aligning Science Across Parkinson's (ASAP) Collaborative Research Network, Chevy Chase MD, 20815
| | | | - Sylvie Bozzi
- Sanofi Health Economics and Value Assessment, Sanofi, Paris, France
| | | | | | | | | | - Dinesh Kumar
- Sanofi Translational Sciences, Framingham, 01701 USA
| | - Mark J Kruger
- Sanofi Genzyme, Clinical Development Neurology, Cambridge, MA, United States
| | - Scott L Lipnick
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA 02115, USA
| | - Lane Fitzsimmons
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA 02115, USA
| | - Isaac S Kohane
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA 02115, USA
| | - Clemens R Scherzer
- APDA Center for Advanced Parkinson Research of Harvard Medical School and Brigham and Women's Hospital, Boston, MA 02115, USA
- Precision Neurology Program of Brigham & Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
- Aligning Science Across Parkinson's (ASAP) Collaborative Research Network, Chevy Chase MD, 20815
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Giannini G, Minardi R, Barletta G, Cani I, Cecere A, Baldelli L, Fiorentino A, Guaraldi P, Sambati L, Capellari S, Cortelli P, Carelli V, Calandra-Buonaura G. The Degree of Cardiovascular Autonomic Dysfunction is not Different in GBA-Related and Idiopathic Parkinson's Disease Patients: A Case-Control Instrumental Evaluation. JOURNAL OF PARKINSON'S DISEASE 2024; 14:335-346. [PMID: 38306061 DOI: 10.3233/jpd-230334] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/03/2024]
Abstract
Background Increased prevalence of cardiovascular autonomic failure might play a key role on Parkinson's disease (PD) progression of glucocerebrosidase gene (GBA)-mutated patients, determining a malignant phenotype of disease in these patients. Objective To objectively characterize, for the first time, the cardiovascular autonomic profile of GBA-mutated patients compared to idiopathic PD patients by means of cardiovascular reflex tests (CRTs). Methods This is a case-control (1 : 2) study on PD patients belonging to well-characterized prospective cohorts. For each PD patient carrying GBA variants, two idiopathic PD patients, matched for sex and disease duration at CRTs, were selected. Patients recruited in these cohorts underwent a complete clinical and instrumental evaluation including specific autonomic questionnaires, CRTs and extensive genetic analysis. Results A total of 23 GBA-PD patients (19 males, disease duration 7.7 years) were included and matched with 46 non-mutated PD controls. GBA-mutated patients were younger than controls (59.9±8.1 vs. 64.3±7.2 years, p = 0.0257) and showed a more severe phenotype. Despite GBA-mutated patients reported more frequently symptoms suggestive of orthostatic hypotension (OH) than non-mutated patients (39.1% vs 6.5%, p = 0.001), the degree of cardiovascular autonomic dysfunction, when instrumentally assessed, did not differ between the two groups, showing the same prevalence of neurogenic OH, delayed OH and cardiovascular reflex impairment (pathological Valsalva maneuver). Conclusion GBA-PD patients did not show different instrumental cardiovascular autonomic pattern than non-mutated PD. Our findings suggested that symptoms suggestive of OH should be promptly investigated by clinicians to confirm their nature and improve patient care and management.
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Affiliation(s)
- Giulia Giannini
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
- Department of Biomedical and NeuroMotor Sciences (DiBiNeM), Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Raffaella Minardi
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
| | - Giorgio Barletta
- Department of Biomedical and NeuroMotor Sciences (DiBiNeM), Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Ilaria Cani
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
- Department of Biomedical and NeuroMotor Sciences (DiBiNeM), Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Annagrazia Cecere
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
| | - Luca Baldelli
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
- Department of Biomedical and NeuroMotor Sciences (DiBiNeM), Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | | | - Pietro Guaraldi
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
| | - Luisa Sambati
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
| | - Sabina Capellari
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
- Department of Biomedical and NeuroMotor Sciences (DiBiNeM), Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Pietro Cortelli
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
- Department of Biomedical and NeuroMotor Sciences (DiBiNeM), Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Valerio Carelli
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
- Department of Biomedical and NeuroMotor Sciences (DiBiNeM), Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Giovanna Calandra-Buonaura
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
- Department of Biomedical and NeuroMotor Sciences (DiBiNeM), Alma Mater Studiorum, University of Bologna, Bologna, Italy
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9
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Tsukita K, Sakamaki-Tsukita H, Kaiser S, Zhang L, Messa M, Serrano-Fernandez P, Takahashi R. High-Throughput CSF Proteomics and Machine Learning to Identify Proteomic Signatures for Parkinson Disease Development and Progression. Neurology 2023; 101:e1434-e1447. [PMID: 37586882 PMCID: PMC10573147 DOI: 10.1212/wnl.0000000000207725] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2023] [Accepted: 05/30/2023] [Indexed: 08/18/2023] Open
Abstract
BACKGROUND AND OBJECTIVES This study aimed to identify CSF proteomic signatures characteristic of Parkinson disease (PD) and evaluate their clinical utility. METHODS This observational study used data from the Parkinson's Progression Markers Initiative (PPMI), which enrolled patients with PD, healthy controls (HCs), and non-PD participants carrying GBA1, LRRK2, and/or SNCA pathogenic variants (genetic prodromals) at international sites. Study participants were chosen from PPMI enrollees based on the availability of aptamer-based CSF proteomic data, quantifying 4,071 proteins, and classified as patients with PD without GBA1, LRRK2, and/or SNCA pathogenic variants (nongenetic PD), HCs, patients with PD carrying the aforementioned pathogenic variants (genetic PD), or genetic prodromals. Differentially expressed protein (DEP) analysis and the least absolute shrinkage and selection operator (LASSO) were applied to the data from nongenetic PD and HCs. Signatures characteristics of nongenetic PD were quantified as a PD proteomic score (PD-ProS), validated internally and then externally using data of 1,556 CSF proteins from the LRRK2 Cohort Consortium (LCC). We further tested the PD-ProS in genetic PD and genetic prodromals and examined associations with clinical progression. RESULTS Data from 279 patients with nongenetic PD (mean ± SD, age 62.0 ± 9.6 years; male 67.7%) and 141 HCs (age 60.5 ± 11.9 years; male 64.5%) were used for PD-ProS derivation. From 23 DEPs, LASSO determined weights of 14 DEPs for the PD-ProS (area under the curve [AUC] 0.83, 95% CI 0.78-0.87), validated in an independent internal validation cohort of 71 patients with nongenetic PD and 35 HCs (AUC 0.81, 95% CI 0.73-0.90). In the LCC, only 5 of the 14 DEPs were also measured. Notably, these 5 DEPs still distinguished 34 patients with nongenetic PD from 31 HCs with the same weights (AUC 0.75, 95% CI 0.63-0.87). Furthermore, the PD-ProS distinguished 258 patients with genetic PD from 365 genetic prodromals. Finally, regardless of genetic status, the PD-ProS independently predicted both cognitive and motor decline in PD (dementia, adjusted hazard ratio in the highest quintile [aHR-Q5] 2.8 [95% CI 1.6-5.0]; Hoehn and Yahr stage IV, aHR-Q5 2.1 [95% CI 1.1-4.0]). DISCUSSION By integrating high-throughput proteomics with machine learning, we identified PD-associated CSF proteomic signatures crucial for PD development and progression. TRIAL REGISTRATION INFORMATION ClinicalTrials.gov (NCT01176565). A link to the trial registry page is clinicaltrials.gov/ct2/show/NCT01141023. CLASSIFICATION OF EVIDENCE This study provides Class II evidence that the CSF proteome contains clinically important information regarding the development and progression of Parkinson disease that can be deciphered by a combination of high-throughput proteomics and machine learning.
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Affiliation(s)
- Kazuto Tsukita
- From the Department of Neurology (K.T., H.S.-T., R.T.), Graduate School of Medicine, Kyoto University; Advanced Comprehensive Research Organization (K.T.), Teikyo University, Itabashi; Division of Sleep Medicine (K.T.), Kansai Electric Power Medical Research Institute, Osaka, Japan; Translational Medicine Department (S.K., P.S.-F.), Novartis Institutes for Biomedical Research, Basel, Switzerland; and Cardiovascular and Metabolism Department (L.Z.), and Neuroscience Department (M.M.), Novartis Institutes for Biomedical Research, Cambridge, MA.
| | - Haruhi Sakamaki-Tsukita
- From the Department of Neurology (K.T., H.S.-T., R.T.), Graduate School of Medicine, Kyoto University; Advanced Comprehensive Research Organization (K.T.), Teikyo University, Itabashi; Division of Sleep Medicine (K.T.), Kansai Electric Power Medical Research Institute, Osaka, Japan; Translational Medicine Department (S.K., P.S.-F.), Novartis Institutes for Biomedical Research, Basel, Switzerland; and Cardiovascular and Metabolism Department (L.Z.), and Neuroscience Department (M.M.), Novartis Institutes for Biomedical Research, Cambridge, MA
| | - Sergio Kaiser
- From the Department of Neurology (K.T., H.S.-T., R.T.), Graduate School of Medicine, Kyoto University; Advanced Comprehensive Research Organization (K.T.), Teikyo University, Itabashi; Division of Sleep Medicine (K.T.), Kansai Electric Power Medical Research Institute, Osaka, Japan; Translational Medicine Department (S.K., P.S.-F.), Novartis Institutes for Biomedical Research, Basel, Switzerland; and Cardiovascular and Metabolism Department (L.Z.), and Neuroscience Department (M.M.), Novartis Institutes for Biomedical Research, Cambridge, MA
| | - Luqing Zhang
- From the Department of Neurology (K.T., H.S.-T., R.T.), Graduate School of Medicine, Kyoto University; Advanced Comprehensive Research Organization (K.T.), Teikyo University, Itabashi; Division of Sleep Medicine (K.T.), Kansai Electric Power Medical Research Institute, Osaka, Japan; Translational Medicine Department (S.K., P.S.-F.), Novartis Institutes for Biomedical Research, Basel, Switzerland; and Cardiovascular and Metabolism Department (L.Z.), and Neuroscience Department (M.M.), Novartis Institutes for Biomedical Research, Cambridge, MA
| | - Mirko Messa
- From the Department of Neurology (K.T., H.S.-T., R.T.), Graduate School of Medicine, Kyoto University; Advanced Comprehensive Research Organization (K.T.), Teikyo University, Itabashi; Division of Sleep Medicine (K.T.), Kansai Electric Power Medical Research Institute, Osaka, Japan; Translational Medicine Department (S.K., P.S.-F.), Novartis Institutes for Biomedical Research, Basel, Switzerland; and Cardiovascular and Metabolism Department (L.Z.), and Neuroscience Department (M.M.), Novartis Institutes for Biomedical Research, Cambridge, MA
| | - Pablo Serrano-Fernandez
- From the Department of Neurology (K.T., H.S.-T., R.T.), Graduate School of Medicine, Kyoto University; Advanced Comprehensive Research Organization (K.T.), Teikyo University, Itabashi; Division of Sleep Medicine (K.T.), Kansai Electric Power Medical Research Institute, Osaka, Japan; Translational Medicine Department (S.K., P.S.-F.), Novartis Institutes for Biomedical Research, Basel, Switzerland; and Cardiovascular and Metabolism Department (L.Z.), and Neuroscience Department (M.M.), Novartis Institutes for Biomedical Research, Cambridge, MA
| | - Ryosuke Takahashi
- From the Department of Neurology (K.T., H.S.-T., R.T.), Graduate School of Medicine, Kyoto University; Advanced Comprehensive Research Organization (K.T.), Teikyo University, Itabashi; Division of Sleep Medicine (K.T.), Kansai Electric Power Medical Research Institute, Osaka, Japan; Translational Medicine Department (S.K., P.S.-F.), Novartis Institutes for Biomedical Research, Basel, Switzerland; and Cardiovascular and Metabolism Department (L.Z.), and Neuroscience Department (M.M.), Novartis Institutes for Biomedical Research, Cambridge, MA
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Huh YE, Usnich T, Scherzer CR, Klein C, Chung SJ. GBA1 Variants and Parkinson's Disease: Paving the Way for Targeted Therapy. J Mov Disord 2023; 16:261-278. [PMID: 37302978 PMCID: PMC10548077 DOI: 10.14802/jmd.23023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Revised: 05/28/2023] [Accepted: 06/09/2023] [Indexed: 06/13/2023] Open
Abstract
Glucosylceramidase beta 1 (GBA1) variants have attracted enormous attention as the most promising and important genetic candidates for precision medicine in Parkinson's disease (PD). A substantial correlation between GBA1 genotypes and PD phenotypes could inform the prediction of disease progression and promote the development of a preventive intervention for individuals at a higher risk of a worse disease prognosis. Moreover, the GBA1-regulated pathway provides new perspectives on the pathogenesis of PD, such as dysregulated sphingolipid metabolism, impaired protein quality control, and disrupted endoplasmic reticulum-Golgi trafficking. These perspectives have led to the development of novel disease-modifying therapies for PD targeting the GBA1-regulated pathway by repositioning treatment strategies for Gaucher's disease. This review summarizes the current hypotheses on a mechanistic link between GBA1 variants and PD and possible therapeutic options for modulating GBA1-regulated pathways in PD patients.
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Affiliation(s)
- Young Eun Huh
- Department of Neurology, CHA Bundang Medical Center, CHA University, Seongnam, Korea
| | - Tatiana Usnich
- Institute of Neurogenetics, University of Lübeck and University Hospital of Schleswig-Holstein, Lübeck, Germany
| | - Clemens R. Scherzer
- Advanced Center for Parkinson’s Disease Research, Harvard Medical School, Brigham and Women’s Hospital, Boston, MA, USA
- Precision Neurology Program, Harvard Medical School, Brigham and Women’s Hospital, Boston, MA, USA
| | - Christine Klein
- Institute of Neurogenetics, University of Lübeck and University Hospital of Schleswig-Holstein, Lübeck, Germany
| | - Sun Ju Chung
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
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11
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Menozzi E, Toffoli M, Schapira AHV. Targeting the GBA1 pathway to slow Parkinson disease: Insights into clinical aspects, pathogenic mechanisms and new therapeutic avenues. Pharmacol Ther 2023; 246:108419. [PMID: 37080432 DOI: 10.1016/j.pharmthera.2023.108419] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 03/31/2023] [Accepted: 04/17/2023] [Indexed: 04/22/2023]
Abstract
The GBA1 gene encodes the lysosomal enzyme glucocerebrosidase (GCase), which is involved in sphingolipid metabolism. Biallelic variants in GBA1 cause Gaucher disease (GD), a lysosomal storage disorder characterised by loss of GCase activity and aberrant intracellular accumulation of GCase substrates. Carriers of GBA1 variants have an increased risk of developing Parkinson disease (PD), with odds ratio ranging from 2.2 to 30 according to variant severity. GBA1 variants which do not cause GD in homozygosis can also increase PD risk. Patients with PD carrying GBA1 variants show a more rapidly progressive phenotype compared to non-carriers, emphasising the need for disease modifying treatments targeting the GBA1 pathway. Several mechanisms secondary to GCase dysfunction are potentially responsible for the pathological changes leading to PD. Misfolded GCase proteins induce endoplasmic reticulum stress and subsequent unfolded protein response and impair the autophagy-lysosomal pathway. This results in α-synuclein accumulation and spread, and promotes neurodegenerative changes. Preclinical evidence also shows that products of GCase activity can promote accumulation of α-synuclein, however there is no convincing evidence of substrate accumulation in GBA1-PD brains. Altered lipid homeostasis secondary to loss of GCase activity could also contribute to PD pathology. Treatments that target the GBA1 pathway could reverse these pathological processes and halt/slow the progression of PD. These range from augmentation of GCase activity via GBA1 gene therapy, restoration of normal intracellular GCase trafficking via molecular chaperones, and substrate reduction therapy. This review discusses the pathways associated with GBA1-PD and related novel GBA1-targeted interventions for PD treatment.
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Affiliation(s)
- Elisa Menozzi
- Department of Clinical and Movement Neurosciences, UCL Queen Square Institute of Neurology, London, UK; Aligning Science Across Parkinson's (ASAP) Collaborative Research Network, Chevy Chase, MD 20815, United States of America
| | - Marco Toffoli
- Department of Clinical and Movement Neurosciences, UCL Queen Square Institute of Neurology, London, UK; Aligning Science Across Parkinson's (ASAP) Collaborative Research Network, Chevy Chase, MD 20815, United States of America
| | - Anthony H V Schapira
- Department of Clinical and Movement Neurosciences, UCL Queen Square Institute of Neurology, London, UK; Aligning Science Across Parkinson's (ASAP) Collaborative Research Network, Chevy Chase, MD 20815, United States of America.
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12
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Yahya V, Di Fonzo A, Monfrini E. Genetic Evidence for Endolysosomal Dysfunction in Parkinson’s Disease: A Critical Overview. Int J Mol Sci 2023; 24:ijms24076338. [PMID: 37047309 PMCID: PMC10094484 DOI: 10.3390/ijms24076338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Revised: 03/23/2023] [Accepted: 03/26/2023] [Indexed: 03/30/2023] Open
Abstract
Parkinson’s disease (PD) is the second most common neurodegenerative disorder in the aging population, and no disease-modifying therapy has been approved to date. The pathogenesis of PD has been related to many dysfunctional cellular mechanisms, however, most of its monogenic forms are caused by pathogenic variants in genes involved in endolysosomal function (LRRK2, VPS35, VPS13C, and ATP13A2) and synaptic vesicle trafficking (SNCA, RAB39B, SYNJ1, and DNAJC6). Moreover, an extensive search for PD risk variants revealed strong risk variants in several lysosomal genes (e.g., GBA1, SMPD1, TMEM175, and SCARB2) highlighting the key role of lysosomal dysfunction in PD pathogenesis. Furthermore, large genetic studies revealed that PD status is associated with the overall “lysosomal genetic burden”, namely the cumulative effect of strong and weak risk variants affecting lysosomal genes. In this context, understanding the complex mechanisms of impaired vesicular trafficking and dysfunctional endolysosomes in dopaminergic neurons of PD patients is a fundamental step to identifying precise therapeutic targets and developing effective drugs to modify the neurodegenerative process in PD.
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Affiliation(s)
- Vidal Yahya
- Dino Ferrari Center, Department of Pathophysiology and Transplantation, University of Milan, 20122 Milan, Italy;
- Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Neurology Unit, 20122 Milan, Italy;
| | - Alessio Di Fonzo
- Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Neurology Unit, 20122 Milan, Italy;
| | - Edoardo Monfrini
- Dino Ferrari Center, Department of Pathophysiology and Transplantation, University of Milan, 20122 Milan, Italy;
- Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Neurology Unit, 20122 Milan, Italy;
- Correspondence:
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13
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Aldridge CM. Low Glucocerebrosidase Activity Predicts Dementia in Parkinson Disease: Less Is Not More! Neurology 2023; 100:169-170. [PMID: 36257707 DOI: 10.1212/wnl.0000000000201575] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Accepted: 10/03/2022] [Indexed: 01/25/2023] Open
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Oftedal L, Maple-Grødem J, Dalen I, Tysnes OB, Pedersen KF, Alves G, Lange J. Association of CSF Glucocerebrosidase Activity With the Risk of Incident Dementia in Patients With Parkinson Disease. Neurology 2023; 100:e388-e395. [PMID: 36253102 PMCID: PMC9897053 DOI: 10.1212/wnl.0000000000201418] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Accepted: 08/31/2022] [Indexed: 01/28/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Variations in the glucocerebrosidase gene (GBA) are common risk factors for Parkinson disease (PD) and dementia in PD (PDD) and cause a reduction in the activity of the lysosomal enzyme glucocerebrosidase (GCase). It is anticipated that GCase dysfunction might contribute to a more malignant disease course and predict cognitive impairment in PD, although evidence is lacking. We aimed to discover whether CSF GCase activity is altered in newly diagnosed patients with PD and associated with future development of dementia. METHODS Patients with PD were participants of the ongoing population-based longitudinal ParkWest study in Southwestern Norway and were followed prospectively for up to 10 years. CSF was collected at diagnosis, and GBA carrier status was obtained. Control samples were from persons without neurodegenerative disorders. GCase activity was measured using a validated assay. PD dementia diagnosis was set according to the Movement Disorder Society criteria, and parametric accelerated failure time models were applied to analyze the association of GCase activity with dementia-free survival. RESULTS This study enrolled 117 patients with PD (mean age 67.2 years, including 12 GBA non-synonymous variant carriers) and 50 control participants (mean age 64 years). At the time of diagnosis, GCase activity was reduced in patients with PD with (mean ± SD, 0.92 ± 0.40 mU/mg, n = 12) or without GBA variations (1.00 ± 0.37 mU/mg, n = 105) compared with controls (1.20 ± 0.35, n = 50). GCase activity at the time of diagnosis was lower in patients with PD who developed dementia within 10 years (0.85 ± 0.27 mU/mg, n = 41) than in those who did not (1.07 ± 0.40 mU/mg, n = 76, p = 0.001). A 0.1-unit reduction in baseline GCase activity was associated with a faster development of PDD (hazard ratio 1.15, 95% CI 1.03-1.28, p = 0.014). DISCUSSION The association of early CSF GCase activity with long-term progression to PD dementia will have important implications for the design of clinical trials for GCase targeting therapies and patient management. CLASSIFICATION OF EVIDENCE This study provides Class III evidence that reduced CSF GCase activity at the time of PD diagnosis is associated with an increased risk for later development of PDD.
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Affiliation(s)
- Linn Oftedal
- From the The Norwegian Centre for Movement Disorders (L.O., J.M.-G., K.F.P., G.A., J.L.), Stavanger University Hospital, Norway; Department of Chemistry, Bioscience and Environmental Engineering (J.M.-G., G.A., J.L.), University of Stavanger, Norway; Department of Research (I.D.), Section of Biostatistics, Stavanger University Hospital, Norway; Department of Neurology (O.-B.T.), Haukeland University Hospital, Bergen; Department of Clinical Medicine (O.-B.T.), University of Bergen, Norway; and Department of Neurology (K.F.P., G.A.), Stavanger University Hospital
| | - Jodi Maple-Grødem
- From the The Norwegian Centre for Movement Disorders (L.O., J.M.-G., K.F.P., G.A., J.L.), Stavanger University Hospital, Norway; Department of Chemistry, Bioscience and Environmental Engineering (J.M.-G., G.A., J.L.), University of Stavanger, Norway; Department of Research (I.D.), Section of Biostatistics, Stavanger University Hospital, Norway; Department of Neurology (O.-B.T.), Haukeland University Hospital, Bergen; Department of Clinical Medicine (O.-B.T.), University of Bergen, Norway; and Department of Neurology (K.F.P., G.A.), Stavanger University Hospital
| | - Ingvild Dalen
- From the The Norwegian Centre for Movement Disorders (L.O., J.M.-G., K.F.P., G.A., J.L.), Stavanger University Hospital, Norway; Department of Chemistry, Bioscience and Environmental Engineering (J.M.-G., G.A., J.L.), University of Stavanger, Norway; Department of Research (I.D.), Section of Biostatistics, Stavanger University Hospital, Norway; Department of Neurology (O.-B.T.), Haukeland University Hospital, Bergen; Department of Clinical Medicine (O.-B.T.), University of Bergen, Norway; and Department of Neurology (K.F.P., G.A.), Stavanger University Hospital
| | - Ole-Bjørn Tysnes
- From the The Norwegian Centre for Movement Disorders (L.O., J.M.-G., K.F.P., G.A., J.L.), Stavanger University Hospital, Norway; Department of Chemistry, Bioscience and Environmental Engineering (J.M.-G., G.A., J.L.), University of Stavanger, Norway; Department of Research (I.D.), Section of Biostatistics, Stavanger University Hospital, Norway; Department of Neurology (O.-B.T.), Haukeland University Hospital, Bergen; Department of Clinical Medicine (O.-B.T.), University of Bergen, Norway; and Department of Neurology (K.F.P., G.A.), Stavanger University Hospital
| | - Kenn Freddy Pedersen
- From the The Norwegian Centre for Movement Disorders (L.O., J.M.-G., K.F.P., G.A., J.L.), Stavanger University Hospital, Norway; Department of Chemistry, Bioscience and Environmental Engineering (J.M.-G., G.A., J.L.), University of Stavanger, Norway; Department of Research (I.D.), Section of Biostatistics, Stavanger University Hospital, Norway; Department of Neurology (O.-B.T.), Haukeland University Hospital, Bergen; Department of Clinical Medicine (O.-B.T.), University of Bergen, Norway; and Department of Neurology (K.F.P., G.A.), Stavanger University Hospital
| | - Guido Alves
- From the The Norwegian Centre for Movement Disorders (L.O., J.M.-G., K.F.P., G.A., J.L.), Stavanger University Hospital, Norway; Department of Chemistry, Bioscience and Environmental Engineering (J.M.-G., G.A., J.L.), University of Stavanger, Norway; Department of Research (I.D.), Section of Biostatistics, Stavanger University Hospital, Norway; Department of Neurology (O.-B.T.), Haukeland University Hospital, Bergen; Department of Clinical Medicine (O.-B.T.), University of Bergen, Norway; and Department of Neurology (K.F.P., G.A.), Stavanger University Hospital
| | - Johannes Lange
- From the The Norwegian Centre for Movement Disorders (L.O., J.M.-G., K.F.P., G.A., J.L.), Stavanger University Hospital, Norway; Department of Chemistry, Bioscience and Environmental Engineering (J.M.-G., G.A., J.L.), University of Stavanger, Norway; Department of Research (I.D.), Section of Biostatistics, Stavanger University Hospital, Norway; Department of Neurology (O.-B.T.), Haukeland University Hospital, Bergen; Department of Clinical Medicine (O.-B.T.), University of Bergen, Norway; and Department of Neurology (K.F.P., G.A.), Stavanger University Hospital.
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GBA1 Gene Mutations in α-Synucleinopathies-Molecular Mechanisms Underlying Pathology and Their Clinical Significance. Int J Mol Sci 2023; 24:ijms24032044. [PMID: 36768367 PMCID: PMC9917178 DOI: 10.3390/ijms24032044] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Revised: 01/17/2023] [Accepted: 01/18/2023] [Indexed: 01/22/2023] Open
Abstract
α-Synucleinopathies comprise a group of neurodegenerative diseases characterized by altered accumulation of a protein called α-synuclein inside neurons and glial cells. This aggregation leads to the formation of intraneuronal inclusions, Lewy bodies, that constitute the hallmark of α-synuclein pathology. The most prevalent α-synucleinopathies are Parkinson's disease (PD), dementia with Lewy bodies (DLB), and multiple system atrophy (MSA). To date, only symptomatic treatment is available for these disorders, hence new approaches to their therapy are needed. It has been observed that GBA1 mutations are one of the most impactful risk factors for developing α-synucleinopathies such as PD and DLB. Mutations in the GBA1 gene, which encodes a lysosomal hydrolase β-glucocerebrosidase (GCase), cause a reduction in GCase activity and impaired α-synuclein metabolism. The most abundant GBA1 gene mutations are N370S or N409S, L444P/L483P and E326K/E365K. The mechanisms by which GCase impacts α-synuclein aggregation are poorly understood and need to be further investigated. Here, we discuss some of the potential interactions between α-synuclein and GCase and show how GBA1 mutations may impact the course of the most prevalent α-synucleinopathies.
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Smith LJ, Lee CY, Menozzi E, Schapira AHV. Genetic variations in GBA1 and LRRK2 genes: Biochemical and clinical consequences in Parkinson disease. Front Neurol 2022; 13:971252. [PMID: 36034282 PMCID: PMC9416236 DOI: 10.3389/fneur.2022.971252] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Accepted: 07/25/2022] [Indexed: 11/24/2022] Open
Abstract
Variants in the GBA1 and LRRK2 genes are the most common genetic risk factors associated with Parkinson disease (PD). Both genes are associated with lysosomal and autophagic pathways, with the GBA1 gene encoding for the lysosomal enzyme, glucocerebrosidase (GCase) and the LRRK2 gene encoding for the leucine-rich repeat kinase 2 enzyme. GBA1-associated PD is characterized by earlier age at onset and more severe non-motor symptoms compared to sporadic PD. Mutations in the GBA1 gene can be stratified into severe, mild and risk variants depending on the clinical presentation of disease. Both a loss- and gain- of function hypothesis has been proposed for GBA1 variants and the functional consequences associated with each variant is often linked to mutation severity. On the other hand, LRRK2-associated PD is similar to sporadic PD, but with a more benign disease course. Mutations in the LRRK2 gene occur in several structural domains and affect phosphorylation of GTPases. Biochemical studies suggest a possible convergence of GBA1 and LRRK2 pathways, with double mutant carriers showing a milder phenotype compared to GBA1-associated PD. This review compares GBA1 and LRRK2-associated PD, and highlights possible genotype-phenotype associations for GBA1 and LRRK2 separately, based on biochemical consequences of single variants.
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Affiliation(s)
- Laura J. Smith
- Department of Clinical and Movement Neurosciences, Queen Square Institute of Neurology, University College London (UCL), London, United Kingdom
- Aligning Science Across Parkinson's (ASAP) Collaborative Research Network, Chevy Chase, MD, United States
| | - Chiao-Yin Lee
- Department of Clinical and Movement Neurosciences, Queen Square Institute of Neurology, University College London (UCL), London, United Kingdom
- Aligning Science Across Parkinson's (ASAP) Collaborative Research Network, Chevy Chase, MD, United States
| | - Elisa Menozzi
- Department of Clinical and Movement Neurosciences, Queen Square Institute of Neurology, University College London (UCL), London, United Kingdom
- Aligning Science Across Parkinson's (ASAP) Collaborative Research Network, Chevy Chase, MD, United States
| | - Anthony H. V. Schapira
- Department of Clinical and Movement Neurosciences, Queen Square Institute of Neurology, University College London (UCL), London, United Kingdom
- Aligning Science Across Parkinson's (ASAP) Collaborative Research Network, Chevy Chase, MD, United States
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17
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Straniero L, Rimoldi V, Monfrini E, Bonvegna S, Melistaccio G, Lake J, Soldà G, Aureli M, Shankaracharya, Keagle P, Foroud T, Landers JE, Blauwendraat C, Zecchinelli A, Cilia R, Di Fonzo A, Pezzoli G, Duga S, Asselta R. Role of Lysosomal Gene Variants in Modulating GBA-Associated Parkinson's Disease Risk. Mov Disord 2022; 37:1202-1210. [PMID: 35262230 PMCID: PMC9310717 DOI: 10.1002/mds.28987] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Revised: 02/08/2022] [Accepted: 02/13/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND To date, variants in the GBA gene represent the most frequent large-effect genetic factor associated with Parkinson's disease (PD). However, the reason why individuals with the same GBA variant may or may not develop neurodegeneration and PD is still unclear. OBJECTIVES Therefore, we evaluated the contribution of rare variants in genes responsible for lysosomal storage disorders (LSDs) to GBA-PD risk, comparing the burden of deleterious variants in LSD genes in PD patients versus asymptomatic subjects, all carriers of deleterious variants in GBA. METHODS We used a custom next-generation sequencing panel, including 50 LSD genes, to screen 305 patients and 207 controls (discovery cohort). Replication and meta-analysis were performed in two replication cohorts of GBA-variant carriers, of 250 patients and 287 controls, for whom exome or genome data were available. RESULTS Statistical analysis in the discovery cohort revealed a significantly increased burden of deleterious variants in LSD genes in patients (P = 0.0029). Moreover, our analyses evidenced that the two strongest modifiers of GBA penetrance are a second variation in GBA (5.6% vs. 1.4%, P = 0.023) and variants in genes causing mucopolysaccharidoses (6.9% vs. 1%, P = 0.0020). These results were confirmed in the meta-analysis, where we observed pooled odds ratios of 1.42 (95% confidence interval [CI] = 1.10-1.83, P = 0.0063), 4.36 (95% CI = 2.02-9.45, P = 0.00019), and 1.83 (95% CI = 1.04-3.22, P = 0.038) for variants in LSD genes, GBA, and mucopolysaccharidosis genes, respectively. CONCLUSION The identification of genetic lesions in lysosomal genes increasing PD risk may have important implications in terms of patient stratification for future therapeutic trials. © 2022 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson Movement Disorder Society.
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Affiliation(s)
- Letizia Straniero
- Department of Biomedical SciencesHumanitas UniversityMilanItaly
- Humanitas Clinical and Research CenterIRCCSMilanItaly
| | - Valeria Rimoldi
- Department of Biomedical SciencesHumanitas UniversityMilanItaly
- Humanitas Clinical and Research CenterIRCCSMilanItaly
| | - Edoardo Monfrini
- IRCCS Foundation Ca' Granda Ospedale Maggiore PoliclinicoNeurology UnitMilanItaly
- Dino Ferrari Center, Neuroscience Section, Department of Pathophysiology and TransplantationUniversity of MilanMilanItaly
| | | | | | - Julie Lake
- Laboratory of NeurogeneticsNational Institute on Aging, National Institutes of HealthBethesdaMarylandUSA
| | - Giulia Soldà
- Department of Biomedical SciencesHumanitas UniversityMilanItaly
- Humanitas Clinical and Research CenterIRCCSMilanItaly
| | - Massimo Aureli
- Department of Medical Biotechnology and Translational MedicineUniversity of MilanMilanItaly
| | - Shankaracharya
- Department of NeurologyUniversity of Massachusetts Medical SchoolWorcesterMassachusettsUSA
| | - Pamela Keagle
- Department of NeurologyUniversity of Massachusetts Medical SchoolWorcesterMassachusettsUSA
| | - Tatiana Foroud
- Department of Medical and Molecular GeneticsIndiana University School of MedicineIndianapolisIndianaUSA
| | - John E. Landers
- Department of NeurologyUniversity of Massachusetts Medical SchoolWorcesterMassachusettsUSA
| | - Cornelis Blauwendraat
- Laboratory of NeurogeneticsNational Institute on Aging, National Institutes of HealthBethesdaMarylandUSA
| | | | - Roberto Cilia
- Fondazione IRCCS Istituto Neurologico Carlo BestaParkinson and Movement Disorders UnitMilanItaly
| | - Alessio Di Fonzo
- IRCCS Foundation Ca' Granda Ospedale Maggiore PoliclinicoNeurology UnitMilanItaly
- Dino Ferrari Center, Neuroscience Section, Department of Pathophysiology and TransplantationUniversity of MilanMilanItaly
| | - Gianni Pezzoli
- Parkinson InstituteASST Gaetano Pini‐CTOMilanItaly
- Fondazione Grigioni per il Morbo di ParkinsonMilanItaly
| | - Stefano Duga
- Department of Biomedical SciencesHumanitas UniversityMilanItaly
- Humanitas Clinical and Research CenterIRCCSMilanItaly
| | - Rosanna Asselta
- Department of Biomedical SciencesHumanitas UniversityMilanItaly
- Humanitas Clinical and Research CenterIRCCSMilanItaly
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GBA Variants and Parkinson Disease: Mechanisms and Treatments. Cells 2022; 11:cells11081261. [PMID: 35455941 PMCID: PMC9029385 DOI: 10.3390/cells11081261] [Citation(s) in RCA: 55] [Impact Index Per Article: 27.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Revised: 04/01/2022] [Accepted: 04/05/2022] [Indexed: 01/01/2023] Open
Abstract
The GBA gene encodes for the lysosomal enzyme glucocerebrosidase (GCase), which maintains glycosphingolipid homeostasis. Approximately 5–15% of PD patients have mutations in the GBA gene, making it numerically the most important genetic risk factor for Parkinson disease (PD). Clinically, GBA-associated PD is identical to sporadic PD, aside from the earlier age at onset (AAO), more frequent cognitive impairment and more rapid progression. Mutations in GBA can be associated with loss- and gain-of-function mechanisms. A key hallmark of PD is the presence of intraneuronal proteinaceous inclusions named Lewy bodies, which are made up primarily of alpha-synuclein. Mutations in the GBA gene may lead to loss of GCase activity and lysosomal dysfunction, which may impair alpha-synuclein metabolism. Models of GCase deficiency demonstrate dysfunction of the autophagic-lysosomal pathway and subsequent accumulation of alpha-synuclein. This dysfunction can also lead to aberrant lipid metabolism, including the accumulation of glycosphingolipids, glucosylceramide and glucosylsphingosine. Certain mutations cause GCase to be misfolded and retained in the endoplasmic reticulum (ER), activating stress responses including the unfolded protein response (UPR), which may contribute to neurodegeneration. In addition to these mechanisms, a GCase deficiency has also been associated with mitochondrial dysfunction and neuroinflammation, which have been implicated in the pathogenesis of PD. This review discusses the pathways associated with GBA-PD and highlights potential treatments which may act to target GCase and prevent neurodegeneration.
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Magistrelli L, Contaldi E, Vignaroli F, Gallo S, Colombatto F, Cantello R, Comi C. Immune Response Modifications in the Genetic Forms of Parkinson's Disease: What Do We Know? Int J Mol Sci 2022; 23:ijms23073476. [PMID: 35408836 PMCID: PMC8998358 DOI: 10.3390/ijms23073476] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Revised: 03/21/2022] [Accepted: 03/22/2022] [Indexed: 11/16/2022] Open
Abstract
Parkinson's disease (PD) is a common neurodegenerative disease characterized by loss of dopaminergic neurons in the pars compacta of the midbrain substantia nigra. PD pathophysiology is complex, multifactorial, and not fully understood yet. Nonetheless, recent data show that immune system hyperactivation with concomitant production of pro-inflammatory cytokines, both in the central nervous system (CNS) and the periphery, is a signature of idiopathic PD. About 5% of PD patients present an early onset with a determined genetic cause, with either autosomal dominant or recessive inheritance. The involvement of immunity in the genetic forms of PD has been a matter of interest in several recent studies. In this review, we will summarize the main findings of this new and promising field of research.
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Affiliation(s)
- Luca Magistrelli
- PhD Program in Clinical and Experimental Medicine and Medical Humanities, University of Insubria, 21100 Varese, Italy;
- Movement Disorders Centre, Neurology Unit, Department of Translational Medicine, University of Piemonte Orientale, 28100 Novara, Italy; (E.C.); (F.V.); (S.G.); (F.C.); (R.C.)
| | - Elena Contaldi
- Movement Disorders Centre, Neurology Unit, Department of Translational Medicine, University of Piemonte Orientale, 28100 Novara, Italy; (E.C.); (F.V.); (S.G.); (F.C.); (R.C.)
- PhD Program in Medical Sciences and Biotechnology, University of Piemonte Orientale, 28100 Novara, Italy
| | - Francesca Vignaroli
- Movement Disorders Centre, Neurology Unit, Department of Translational Medicine, University of Piemonte Orientale, 28100 Novara, Italy; (E.C.); (F.V.); (S.G.); (F.C.); (R.C.)
| | - Silvia Gallo
- Movement Disorders Centre, Neurology Unit, Department of Translational Medicine, University of Piemonte Orientale, 28100 Novara, Italy; (E.C.); (F.V.); (S.G.); (F.C.); (R.C.)
| | - Federico Colombatto
- Movement Disorders Centre, Neurology Unit, Department of Translational Medicine, University of Piemonte Orientale, 28100 Novara, Italy; (E.C.); (F.V.); (S.G.); (F.C.); (R.C.)
| | - Roberto Cantello
- Movement Disorders Centre, Neurology Unit, Department of Translational Medicine, University of Piemonte Orientale, 28100 Novara, Italy; (E.C.); (F.V.); (S.G.); (F.C.); (R.C.)
| | - Cristoforo Comi
- Movement Disorders Centre, Neurology Unit, Department of Translational Medicine, University of Piemonte Orientale, 28100 Novara, Italy; (E.C.); (F.V.); (S.G.); (F.C.); (R.C.)
- Correspondence:
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20
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Abeliovich A, Hefti F, Sevigny J. Gene Therapy for Parkinson's Disease Associated with GBA1 Mutations. JOURNAL OF PARKINSON'S DISEASE 2022; 11:S183-S188. [PMID: 34151863 PMCID: PMC8543272 DOI: 10.3233/jpd-212739] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Accepted: 05/19/2021] [Indexed: 11/24/2022]
Abstract
Human genetic studies as well as studies in animal models indicate that lysosomal dysfunction plays a key role in the pathogenesis of Parkinson's disease. Among the lysosomal genes involved, GBA1 has the largest impact on Parkinson's disease risk. Deficiency in the GBA1 encoded enzyme glucocerebrosidase (GCase) leads to the accumulation of the GCase glycolipid substrates glucosylceramide and glucosylsphingosine and ultimately results in toxicity and inflammation and negatively affect many clinical aspects of Parkinson's disease, including disease risk, the severity of presentation, age of onset, and likelihood of progression to dementia. These findings support the view that re-establishing normal levels of GCase enzyme activity may reduce the progression of Parkinson's disease in patients carrying GBA1 mutations. Studies in mouse models indicate that PR001, a AAV9 vector-based gene therapy designed to deliver a functional GBA1 gene to the brain, suggest that this therapeutic approach may slow or stop disease progression. PR001 is currently being evaluated in clinical trials with Parkinson's disease patients carrying GBA1 mutations.
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Affiliation(s)
- Asa Abeliovich
- Prevail Therapeutics, A Wholly-Owned Subsidiary of Eli Lilly and Company, New York, NY, USA
| | - Franz Hefti
- Prevail Therapeutics, A Wholly-Owned Subsidiary of Eli Lilly and Company, New York, NY, USA
| | - Jeffrey Sevigny
- Prevail Therapeutics, A Wholly-Owned Subsidiary of Eli Lilly and Company, New York, NY, USA
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21
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Peterschmitt MJ, Saiki H, Hatano T, Gasser T, Isaacson SH, Gaemers SJM, Minini P, Saubadu S, Sharma J, Walbillic S, Alcalay RN, Cutter G, Hattori N, Höglinger GU, Marek K, Schapira AHV, Scherzer CR, Simuni T, Giladi N, Sardi SP, Fischer TZ. Safety, Pharmacokinetics, and Pharmacodynamics of Oral Venglustat in Patients with Parkinson's Disease and a GBA Mutation: Results from Part 1 of the Randomized, Double-Blinded, Placebo-Controlled MOVES-PD Trial. JOURNAL OF PARKINSON'S DISEASE 2021; 12:557-570. [PMID: 34897099 PMCID: PMC8925113 DOI: 10.3233/jpd-212714] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Background: Glucocerebrosidase gene (GBA) mutations influence risk and prognosis of Parkinson’s disease (PD), possibly through accumulation of glycosphingolipids, including glucosylceramide (GL-1). Venglustat is a novel, brain penetrant glucosylceramide synthase inhibitor. Objective: Evaluate venglustat pharmacology, safety, and tolerability in patients with PD and GBA mutations (GBA-PD). Methods: Part 1 of the phase 2 MOVES-PD trial (NCT02906020) was a randomized, double-blinded, placebo-controlled, dose-escalation study performed in six countries. Eligible participants included Japanese and non-Japanese patients aged 18–80 years with PD diagnosis and heterozygous GBA mutation. Participants were randomized to three doses of once-daily oral venglustat or placebo and were followed up to 36 weeks (Japanese participants: 52 weeks). Primary endpoint was venglustat safety and tolerability versus placebo. Secondary and exploratory endpoints included venglustat pharmacokinetics and pharmacodynamics. Results: Participants (N = 29) received venglustat (Japanese, n = 9; non-Japanese, n = 13) or placebo (n = 3; n = 4). Eight (89%) Japanese and 12 (92%) non-Japanese venglustat-treated participants experienced at least one adverse event (AE) versus two (67%) and four (100%) participants from the respective placebo groups. Most AEs were mild or moderate; no serious AEs or deaths occurred. Two venglustat-treated non-Japanese participants discontinued due to AEs (confusional state and panic attack). Over 4 weeks, venglustat exposure in plasma and cerebrospinal fluid (CSF) increased, and GL-1 levels in plasma and CSF decreased, both in a dose-dependent manner. At the highest dose, CSF GL-1 decreased by 72.0% in Japanese and 74.3% in non-Japanese participants. Conclusion: Venglustat showed favorable safety and tolerability in MOVES-PD Part 1 and target engagement was achieved in CSF.
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Affiliation(s)
| | - Hidemoto Saiki
- Kitano Hospital, The Tazuke Kofukai Medical Research Institute, Osaka, Japan
| | | | - Thomas Gasser
- Neurologische Universitätsklinik, Tübingen, Germany; German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
| | - Stuart H Isaacson
- Parkinson's Disease and Movement Disorders Center, Boca Raton, FL, USA
| | | | | | | | | | | | - Roy N Alcalay
- Department of Neurology and the Taub Institute, Columbia University Medical Center, New York, NY, USA
| | - Gary Cutter
- University of Alabama at Birmingham, School of Public Health, Birmingham, AL, USA
| | | | - Günter U Höglinger
- German Center for Neurodegenerative Diseases (DZNE), Munich, and Department of Neurology, Klinikum Rechts der Isar, Technical University Munich, Munich, Germany.,Department of Neurology, Hannover Medical School, Hannover, Germany
| | - Kenneth Marek
- Institute for Neurodegenerative Disorders, New Haven, CT, USA
| | - Anthony H V Schapira
- Department of Clinical and Movement Neurosciences, UCL Queen Square Institute of Neurology, University College London, London, UK
| | | | | | - Nir Giladi
- Neurological Institute, Tel Aviv Medical Center, Sackler School of Medicine, Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
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22
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Glucosylceramide in cerebrospinal fluid of patients with GBA-associated and idiopathic Parkinson's disease enrolled in PPMI. NPJ Parkinsons Dis 2021; 7:102. [PMID: 34811369 PMCID: PMC8608962 DOI: 10.1038/s41531-021-00241-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Accepted: 10/07/2021] [Indexed: 02/06/2023] Open
Abstract
Protein-coding variants in the GBA gene modulate susceptibility and progression in ~10% of patients with Parkinson’s disease (PD). GBA encodes the β-glucocerebrosidase enzyme that hydrolyzes glucosylceramide. We hypothesized that GBA mutations will lead to glucosylceramide accumulation in cerebrospinal fluid (CSF). Glucosylceramide, ceramide, sphingomyelin, and lactosylceramide levels were measured by liquid chromatography-tandem mass spectrometry in CSF of 411 participants from the Parkinson’s Progression Markers Initiative (PPMI) cohort, including early stage, de novo PD patients with abnormal dopamine transporter neuroimaging and healthy controls. Forty-four PD patients carried protein-coding GBA variants (GBA-PD) and 227 carried wild-type alleles (idiopathic PD). The glucosylceramide fraction was increased (P = 0.0001), and the sphingomyelin fraction (a downstream metabolite) was reduced (P = 0.0001) in CSF of GBA-PD patients compared to healthy controls. The ceramide fraction was unchanged, and lactosylceramide was below detection limits. We then used the ratio of glucosylceramide to sphingomyelin (the GlcCer/SM ratio) to explore whether these two sphingolipid fractions altered in GBA-PD were useful for stratifying idiopathic PD patients. Idiopathic PD patients in the top quartile of GlcCer/SM ratios at baseline showed a more rapid decline in Montreal Cognitive Assessment scores during longitudinal follow-up compared to those in the lowest quartile with a P-value of 0.036. The GlcCer/SM ratio was negatively associated with α-synuclein levels in CSF of PD patients. This study highlights glucosylceramide as a pathway biomarker for GBA-PD patients and the GlcCer/SM ratio as a potential stratification tool for clinical trials of idiopathic PD patients. Our sphingolipids data together with the clinical, imaging, omics, and genetic characterization of PPMI will contribute a useful resource for multi-modal biomarkers development.
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23
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Preclinical pharmacology of glucosylceramide synthase inhibitor venglustat in a GBA-related synucleinopathy model. Sci Rep 2021; 11:20945. [PMID: 34686711 PMCID: PMC8536659 DOI: 10.1038/s41598-021-00404-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Accepted: 10/01/2021] [Indexed: 01/28/2023] Open
Abstract
Mutations in GBA, the gene encoding the lysosomal enzyme glucocerebrosidase (GCase), represent the greatest genetic risk factor for developing synucleinopathies including Parkinson’s disease (PD). Additionally, PD patients harboring a mutant GBA allele present with an earlier disease onset and an accelerated disease progression of both motor and non-motor symptoms. Preclinical studies in mouse models of synucleinopathy suggest that modulation of the sphingolipid metabolism pathway via inhibition of glucosylceramide synthase (GCS) using a CNS-penetrant small molecule may be a potential treatment for synucleinopathies. Here, we aim to alleviate the lipid storage burden by inhibiting the de novo synthesis of the primary glycosphingolipid substrate of GCase, glucosylceramide (GlcCer). We have previously shown that systemic GCS inhibition reduced GlcCer and glucosylsphingosine (GlcSph) accumulation, slowed α-synuclein buildup in the hippocampus, and improved cognitive deficits. Here, we studied the efficacy of a brain-penetrant clinical candidate GCS inhibitor, venglustat, in mouse models of GBA-related synucleinopathy, including a heterozygous Gba mouse model which more closely replicates the typical GBA-PD patient genotype. Collectively, these data support the rationale for modulation of GCase-related sphingolipid metabolism as a therapeutic strategy for treating GBA-related synucleinopathies.
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Xu DD, Li GQ, Wu ZS, Liu XQ, Yang XX, Wang JH. Bioinformatics analysis and identification of genes and molecular pathways involved in Parkinson's disease in patients with mutations in the glucocerebrosidase gene. Neuroreport 2021; 32:918-924. [PMID: 34132705 PMCID: PMC8253507 DOI: 10.1097/wnr.0000000000001685] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Accepted: 02/09/2021] [Indexed: 11/25/2022]
Abstract
Glucocerebrosidase (GBA) mutations occur frequently in Parkinson's disease (PD) patients. This study aims to identify potential crucial genes and pathways associated with GBA mutations in patients with PD and to further analyze new molecular mechanisms related to the occurrence of gene mutations from the perspective of bioinformatics. Gene expression profiles of datasets GSE53424 and GSE99142 were acquired from the Gene Expression Ominibus database. Differentially expressed genes (DEGs) were detected, using the 'limma' package in R, comparing IDI-PD 1 (idiopathic PD patients) and GBA-PD 1 [PD patients with heterozygous GBA mutations (GBA N370S)] group samples. The functions of top modules were assessed using the DAVID, whereas gene ontology and Kyoto Encyclopedia of Genes and Genomes pathway enrichment analyses were performed. Protein-protein interaction networks were assembled with Cytoscape software and separated into subnetworks using the Molecular Complex Detection Algorithm. Data from GSE53424 and GSE99142 were also extracted to verify our findings. There were 283 DEGs identified in PD patients heterozygous for GBA mutations. Module analysis revealed that GBA mutations in PD patients were associated with significant pathways, including Calcium signaling pathway, Rap1 signaling pathway and Cytokine-cytokine receptor interaction. Hub genes of the two modules were corticotropin-releasing hormone (CRH) and Melatonin receptor 1B (MTNR1B). The expression of CRH was downregulated, whereas that of MTNR1B was upregulated in PD patients with GBA mutations. The expression of CRH and MTNR1B has diagnostic value for PD patients with heterozygous GBA mutations. Novel DEGs and pathways identified herein might provide new insights into the underlying molecular mechanisms of heterozygous GBA mutations in PD patients.
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Affiliation(s)
- Dan-Dan Xu
- Department of Neurology, Quanzhou First Hospital Affiliated to Fujian Medical University, Quanzhou, Fujian 362000, China
| | - Guo-Qian Li
- Department of Neurology, Quanzhou First Hospital Affiliated to Fujian Medical University, Quanzhou, Fujian 362000, China
| | - Zhi-Sheng Wu
- Department of Neurology, Quanzhou First Hospital Affiliated to Fujian Medical University, Quanzhou, Fujian 362000, China
| | - Xiao-Qiang Liu
- Department of Neurology, Quanzhou First Hospital Affiliated to Fujian Medical University, Quanzhou, Fujian 362000, China
| | - Xiao-Xia Yang
- Department of Neurology, Quanzhou First Hospital Affiliated to Fujian Medical University, Quanzhou, Fujian 362000, China
| | - Jie-Hua Wang
- Department of Neurology, Quanzhou First Hospital Affiliated to Fujian Medical University, Quanzhou, Fujian 362000, China
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25
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Hughes LP, Pereira MMM, Hammond DA, Kwok JB, Halliday GM, Lewis SJG, Dzamko N. Glucocerebrosidase Activity is Reduced in Cryopreserved Parkinson's Disease Patient Monocytes and Inversely Correlates with Motor Severity. JOURNAL OF PARKINSONS DISEASE 2021; 11:1157-1165. [PMID: 33935104 PMCID: PMC8461681 DOI: 10.3233/jpd-202508] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Background: Reduced activity of lysosomal glucocerebrosidase is found in brain tissue from Parkinson’s disease patients. Glucocerebrosidase is also highly expressed in peripheral blood monocytes where its activity is decreased in Parkinson’s disease patients, even in the absence of GBA mutation. Objective: To measure glucocerebrosidase activity in cryopreserved peripheral blood monocytes from 30 Parkinson’s disease patients and 30 matched controls and identify any clinical correlation with disease severity. Methods: Flow cytometry was used to measure lysosomal glucocerebrosidase activity in total, classical, intermediate, and non-classical monocytes. All participants underwent neurological examination and motor severity was assessed by the Movement Disorders Society Unified Parkinson’s Disease Rating Scale. Results: Glucocerebrosidase activity was significantly reduced in the total and classical monocyte populations from the Parkinson’s disease patients compared to controls. GCase activity in classical monocytes was inversely correlated to motor symptom severity. Conclusion: Significant differences in monocyte glucocerebrosidase activity can be detected in Parkinson’s disease patients using cryopreserved mononuclear cells and monocyte GCase activity correlated with motor features of disease. Being able to use cryopreserved cells will facilitate the larger multi-site trials needed to validate monocyte GCase activity as a Parkinson’s disease biomarker.
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Affiliation(s)
- Laura P Hughes
- Brain and Mind Centre, Faculty of Medicine and Health, The University of Sydney School of Medical Sciences, Camperdown, NSW, Australia
| | - Marilia M M Pereira
- Brain and Mind Centre, Faculty of Medicine and Health, The University of Sydney School of Medical Sciences, Camperdown, NSW, Australia
| | - Deborah A Hammond
- Brain and Mind Centre, Faculty of Medicine and Health, The University of Sydney School of Medical Sciences, Camperdown, NSW, Australia
| | - John B Kwok
- Brain and Mind Centre, Faculty of Medicine and Health, The University of Sydney School of Medical Sciences, Camperdown, NSW, Australia
| | - Glenda M Halliday
- Brain and Mind Centre, Faculty of Medicine and Health, The University of Sydney School of Medical Sciences, Camperdown, NSW, Australia
| | - Simon J G Lewis
- Brain and Mind Centre, Faculty of Medicine and Health, The University of Sydney School of Medical Sciences, Camperdown, NSW, Australia
| | - Nicolas Dzamko
- Brain and Mind Centre, Faculty of Medicine and Health, The University of Sydney School of Medical Sciences, Camperdown, NSW, Australia
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26
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Do J, Perez G, Berhe B, Tayebi N, Sidransky E. Behavioral Phenotyping in a Murine Model of GBA1-Associated Parkinson Disease. Int J Mol Sci 2021; 22:ijms22136826. [PMID: 34202076 PMCID: PMC8267726 DOI: 10.3390/ijms22136826] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Revised: 06/11/2021] [Accepted: 06/22/2021] [Indexed: 01/15/2023] Open
Abstract
Mutations in GBA1, the gene encoding glucocerebrosidase, are common genetic risk factors for Parkinson disease (PD). While the mechanism underlying this relationship is unclear, patients with GBA1-associated PD often have an earlier onset and faster progression than idiopathic PD. Previously, we modeled GBA1-associated PD by crossing gba haploinsufficient mice with mice overexpressing a human mutant α-synuclein transgene (SNCAA53T), observing an earlier demise, shorter life span and faster symptom progression, although behavioral testing was not performed. To assess whether gba+/−//SNCAA53T mice exhibit a prodromal behavioral phenotype, we studied three cardinal PD features: olfactory discrimination, memory dysfunction, and motor function. The longitudinal performance of gba+/−//SNCAA53T (n = 8), SNCAA53T (n = 9), gba+/− (n = 10) and wildtype (n = 6) mice was evaluated between ages 8 and 23 months using the buried pellet test, novel object recognition test and the beam walk. Fifteen-month-old gba+/−//SNCAA53T mice showed more olfactory and motor deficits than wildtype mice. However, differences between gba+/−//SNCAA53T and SNCAA53T mice generally did not reach statistical significance, possibly due to small sample sizes. Furthermore, while gba haploinsufficiency leads to a more rapid demise, this might not result in an earlier prodromal stage, and other factors, including aging, oxidative stress and epigenetics, may contribute to the more fulminant disease course.
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Affiliation(s)
| | | | | | - Nahid Tayebi
- Correspondence: (N.T.); (E.S.); Tel.: +1-301-496-0373 (N.T.); +1-301-451-0901 (E.S.)
| | - Ellen Sidransky
- Correspondence: (N.T.); (E.S.); Tel.: +1-301-496-0373 (N.T.); +1-301-451-0901 (E.S.)
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27
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Menozzi E, Schapira AHV. Exploring the Genotype-Phenotype Correlation in GBA-Parkinson Disease: Clinical Aspects, Biomarkers, and Potential Modifiers. Front Neurol 2021; 12:694764. [PMID: 34248830 PMCID: PMC8264189 DOI: 10.3389/fneur.2021.694764] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Accepted: 05/18/2021] [Indexed: 01/01/2023] Open
Abstract
Variants in the glucocerebrosidase (GBA) gene are the most common genetic risk factor for Parkinson disease (PD). These include pathogenic variants causing Gaucher disease (GD) (divided into “severe,” “mild,” or “complex”—resulting from recombinant alleles—based on the phenotypic effects in GD) and “risk” variants, which are not associated with GD but nevertheless confer increased risk of PD. As a group, GBA-PD patients have more severe motor and nonmotor symptoms, faster disease progression, and reduced survival compared with noncarriers. However, different GBA variants impact variably on clinical phenotype. In the heterozygous state, “complex” and “severe” variants are associated with a more aggressive and rapidly progressive disease. Conversely, “mild” and “risk” variants portend a more benign course. Homozygous or compound heterozygous carriers usually display severe phenotypes, akin to heterozygous “complex” or “severe” variants carriers. This article reviews genotype–phenotype correlations in GBA-PD, focusing on clinical and nonclinical aspects (neuroimaging and biochemical markers), and explores other disease modifiers that deserve consideration in the characterization of these patients.
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Affiliation(s)
- Elisa Menozzi
- Department of Clinical and Movement Neurosciences, UCL Queen Square Institute of Neurology, London, United Kingdom
| | - Anthony H V Schapira
- Department of Clinical and Movement Neurosciences, UCL Queen Square Institute of Neurology, London, United Kingdom
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28
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Abe T, Kuwahara T. Targeting of Lysosomal Pathway Genes for Parkinson's Disease Modification: Insights From Cellular and Animal Models. Front Neurol 2021; 12:681369. [PMID: 34194386 PMCID: PMC8236816 DOI: 10.3389/fneur.2021.681369] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Accepted: 05/20/2021] [Indexed: 01/01/2023] Open
Abstract
Previous genetic studies on hereditary Parkinson's disease (PD) have identified a set of pathogenic gene mutations that have strong impacts on the pathogenicity of PD. In addition, genome-wide association studies (GWAS) targeted to sporadic PD have nominated an increasing number of genetic variants that influence PD susceptibility. Although the clinical and pathological characteristics in hereditary PD are not identical to those in sporadic PD, α-synuclein, and LRRK2 are definitely associated with both types of PD, with LRRK2 mutations being the most frequent cause of autosomal-dominant PD. On the other hand, a significant portion of risk genes identified from GWAS have been associated with lysosomal functions, pointing to a critical role of lysosomes in PD pathogenesis. Experimental studies have suggested that the maintenance or upregulation of lysosomal activity may protect against neuronal dysfunction or degeneration. Here we focus on the roles of representative PD gene products that are implicated in lysosomal pathway, namely LRRK2, VPS35, ATP13A2, and glucocerebrosidase, and provide an overview of their disease-associated functions as well as their cooperative actions in the pathogenesis of PD, based on the evidence from cellular and animal models. We also discuss future perspectives of targeting lysosomal activation as a possible strategy to treat neurodegeneration.
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Affiliation(s)
- Tetsuro Abe
- Department of Neuropathology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Tomoki Kuwahara
- Department of Neuropathology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
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29
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Lerche S, Schulte C, Wurster I, Machetanz G, Roeben B, Zimmermann M, Deuschle C, Hauser AK, Böhringer J, Krägeloh-Mann I, Waniek K, Lachmann I, Petterson XMT, Chiang R, Park H, Wang B, Liepelt-Scarfone I, Maetzler W, Galasko D, Scherzer CR, Gasser T, Mielke MM, Hutten SJ, Mollenhauer B, Sardi SP, Berg D, Brockmann K. The Mutation Matters: CSF Profiles of GCase, Sphingolipids, α-Synuclein in PD GBA. Mov Disord 2021; 36:1216-1228. [PMID: 33547828 DOI: 10.1002/mds.28472] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Revised: 11/13/2020] [Accepted: 12/14/2020] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND With pathway-specific trials in PD associated with variants in the glucocerebrosidase gene (PDGBA ) under way, we need markers that confirm the impact of genetic variants in patient-derived biofluids in order to allow patient stratification merely based on genetics and that might serve as biochemical read-out for target engagement. OBJECTIVE To explore GBA-pathway-specific biomarker profiles cross-sectionally (TUEPAC-MIGAP, PPMI) and longitudinally (PPMI). METHODS We measured enzyme activity of the lysosomal glucocerebrosidase, CSF levels of glucosylceramides (upstream substrate of glucocerebrosidase), CSF levels of ceramides (downstream product of glucocerebrosidase), lactosylceramides, sphingosines, sphingomyelin (by-products) and CSF levels of total α-synuclein in PDGBA patients compared to PDGBA_wildtype patients. RESULTS Cross-sectionally in both cohorts and longitudinally in PPMI: (1) glucocerebrosidase activity was significantly lower in PDGBA compared to PDGBA_wildtype . (2) CSF levels of upstream substrates (glucosylceramides species) were higher in PDGBA compared to PDGBA_wildtype . (3) CSF levels of total α-synuclein were lower in PDGBA compared to PDGBA_wildtype . All of these findings were most pronounced in PDGBA with severe mutations (PDGBA_severe ). Cross-sectionally in TUEPAC-MIGAP and longitudinally in PPMI, CSF levels of downstream-products (ceramides) were higher in PDGBA_severe . Cross-sectionally in TUEPAC-MIGAP by-products sphinganine and sphingosine-1-phosphate and longitudinally in PPMI species of by-products lactosylceramides and sphingomyelin were higher in PDGBA_severe . INTERPRETATION These findings confirm that GBA mutations have a relevant functional impact on biomarker profiles in patients. Bridging the gap between genetics and biochemical profiles now allows patient stratification for clinical trials merely based on mutation status. Importantly, all findings were most prominent in PDGBA with severe variants. © 2021 International Parkinson and Movement Disorder Society.
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Affiliation(s)
- Stefanie Lerche
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany.,German Center for Neurodegenerative Diseases, University of Tübingen, Tuebingen, Germany
| | - Claudia Schulte
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany.,German Center for Neurodegenerative Diseases, University of Tübingen, Tuebingen, Germany
| | - Isabel Wurster
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany.,German Center for Neurodegenerative Diseases, University of Tübingen, Tuebingen, Germany
| | - Gerrit Machetanz
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany.,German Center for Neurodegenerative Diseases, University of Tübingen, Tuebingen, Germany
| | - Benjamin Roeben
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany.,German Center for Neurodegenerative Diseases, University of Tübingen, Tuebingen, Germany
| | - Milan Zimmermann
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany.,German Center for Neurodegenerative Diseases, University of Tübingen, Tuebingen, Germany
| | - Christian Deuschle
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany.,German Center for Neurodegenerative Diseases, University of Tübingen, Tuebingen, Germany
| | - Ann-Kathrin Hauser
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany.,German Center for Neurodegenerative Diseases, University of Tübingen, Tuebingen, Germany
| | | | | | | | | | - Xuan-Mai T Petterson
- Department of Health Sciences Research and Department of Neurology, Mayo Clinic College of Medicine, Rochester, Minnesota, USA
| | - Ruby Chiang
- Rare and Neurologic Diseases Therapeutic Area, Sanofi, Cambridge, Massachusetts, USA
| | - Hyejung Park
- Rare and Neurologic Diseases Therapeutic Area, Sanofi, Cambridge, Massachusetts, USA
| | - Bing Wang
- Rare and Neurologic Diseases Therapeutic Area, Sanofi, Cambridge, Massachusetts, USA
| | - Inga Liepelt-Scarfone
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany.,German Center for Neurodegenerative Diseases, University of Tübingen, Tuebingen, Germany
| | - Walter Maetzler
- Department of Neurology, Christian-Albrechts University, Kiel, Germany
| | - Douglas Galasko
- Department of Neurology, University of California at San Diego, San Diego, California, USA
| | - Clemens R Scherzer
- Center for Advanced Parkinson Research, Harvard Medical School, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Thomas Gasser
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany.,German Center for Neurodegenerative Diseases, University of Tübingen, Tuebingen, Germany
| | - Michelle M Mielke
- Department of Health Sciences Research and Department of Neurology, Mayo Clinic College of Medicine, Rochester, Minnesota, USA
| | - Samantha J Hutten
- Michel J. Fox Foundation for Parkinson's Research (MJFF), New York, New York, USA
| | - Brit Mollenhauer
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany.,Paracelsus-Elena Klinik Kassel, Kassel, Germany.,Department of Neurology, University Medical Center Goettingen, Göttingen, Germany
| | - S Pablo Sardi
- Rare and Neurologic Diseases Therapeutic Area, Sanofi, Cambridge, Massachusetts, USA
| | - Daniela Berg
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany.,Department of Neurology, Christian-Albrechts University, Kiel, Germany
| | - Kathrin Brockmann
- Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany.,German Center for Neurodegenerative Diseases, University of Tübingen, Tuebingen, Germany
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