1
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Barbuti PA, Guardia-Laguarta C, Yun T, Chatila ZK, Flowers X, Santos BFR, Larsen SB, Hattori N, Bradshaw E, Dettmer U, Fanning S, Vilas M, Reddy H, Teich AF, Krüger R, Area-Gomez E, Przedborski S. The Role of Alpha-Synuclein in Synucleinopathy: Impact on Lipid Regulation at Mitochondria-ER Membranes. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.06.17.599406. [PMID: 38948777 PMCID: PMC11212931 DOI: 10.1101/2024.06.17.599406] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/02/2024]
Abstract
The protein alpha-synuclein (αSyn) plays a critical role in the pathogenesis of synucleinopathy, which includes Parkinson's disease and multiple system atrophy, and mounting evidence suggests that lipid dyshomeostasis is a critical phenotype in these neurodegenerative conditions. Previously, we identified that αSyn localizes to mitochondria-associated endoplasmic reticulum membranes (MAMs), temporary functional domains containing proteins that regulate lipid metabolism, including the de novo synthesis of phosphatidylserine. In the present study, we have analyzed the lipid composition of postmortem human samples, focusing on the substantia nigra pars compacta of Parkinson's disease and controls, as well as three less affected brain regions of Parkinson's donors. To further assess synucleinopathy-related lipidome alterations, similar analyses were performed on the striatum of multiple system atrophy cases. Our data show region-and disease-specific changes in the levels of lipid species. Specifically, our data revealed alterations in the levels of specific phosphatidylserine species in brain areas most affected in Parkinson's disease. Some of these alterations, albeit to a lesser degree, are also observed multiples system atrophy. Using induced pluripotent stem cell-derived neurons, we show that αSyn contributes to regulating phosphatidylserine metabolism at MAM domains, and that αSyn dosage parallels the perturbation in phosphatidylserine levels. Our results support the notion that αSyn pathophysiology is linked to the dysregulation of lipid homeostasis, which may contribute to the vulnerability of specific brain regions in synucleinopathy. These findings have significant therapeutic implications.
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Affiliation(s)
- Peter A. Barbuti
- Department of Neurology, Columbia University Irving Medical Center, New York, NY 10032, USA
- Center for Motor Neuron Biology and Diseases, Columbia University Irving Medical Center, New York, NY 10032, USA
- Translational Neuroscience, Luxembourg Centre for Systems Biomedicine, University of Luxembourg, L-4362, Luxembourg
- Transversal Translational Medicine, Luxembourg Institute of Health, L-1445, Luxembourg
| | - Cristina Guardia-Laguarta
- Department of Neurology, Columbia University Irving Medical Center, New York, NY 10032, USA
- Center for Motor Neuron Biology and Diseases, Columbia University Irving Medical Center, New York, NY 10032, USA
| | - Taekyung Yun
- Department of Neurology, Columbia University Irving Medical Center, New York, NY 10032, USA
- Center for Biological Research (CIB), - Margarita Salas, CSIC, Madrid, 28040, Spain
| | - Zena K. Chatila
- Department of Neurology, Columbia University Irving Medical Center, New York, NY 10032, USA
| | - Xena Flowers
- Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University, New York, NY 10032, USA
- The Carol and Gene Ludwig Center for Research on Neurodegeneration, Columbia University, New York, NY 10032, USA
| | - Bruno FR. Santos
- Translational Neuroscience, Luxembourg Centre for Systems Biomedicine, University of Luxembourg, L-4362, Luxembourg
- Transversal Translational Medicine, Luxembourg Institute of Health, L-1445, Luxembourg
- Disease Modelling and Screening Platform, Luxembourg Centre for Systems Biomedicine, University of Luxembourg, L-4362, Luxembourg RRID:SCR_025237
| | - Simone B. Larsen
- Translational Neuroscience, Luxembourg Centre for Systems Biomedicine, University of Luxembourg, L-4362, Luxembourg
| | - Nobutaka Hattori
- Department of Neurology, Juntendo University School of Medicine, Bunkyo-ku, Tokyo, 113-8421 Japan
| | - Elizabeth Bradshaw
- Department of Neurology, Columbia University Irving Medical Center, New York, NY 10032, USA
- Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University, New York, NY 10032, USA
- The Carol and Gene Ludwig Center for Research on Neurodegeneration, Columbia University, New York, NY 10032, USA
| | - Ulf Dettmer
- Ann Romney Center for Neurologic Diseases, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, 02115, USA
| | - Saranna Fanning
- Ann Romney Center for Neurologic Diseases, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, 02115, USA
| | - Manon Vilas
- Department of Neurology, Columbia University Irving Medical Center, New York, NY 10032, USA
- Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University, New York, NY 10032, USA
- Center for Translational and Computational Neuroimmunology, Columbia University, New York, NY 10032, USA
| | - Hasini Reddy
- Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University, New York, NY 10032, USA
- Department of Pathology & Cell Biology, Columbia University Irving Medical Center, New York, NY 10032, USA
| | - Andrew F. Teich
- Department of Neurology, Columbia University Irving Medical Center, New York, NY 10032, USA
- Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University, New York, NY 10032, USA
- Department of Pathology & Cell Biology, Columbia University Irving Medical Center, New York, NY 10032, USA
| | - Rejko Krüger
- Translational Neuroscience, Luxembourg Centre for Systems Biomedicine, University of Luxembourg, L-4362, Luxembourg
- Transversal Translational Medicine, Luxembourg Institute of Health, L-1445, Luxembourg
| | - Estela Area-Gomez
- Department of Neurology, Columbia University Irving Medical Center, New York, NY 10032, USA
- Center for Motor Neuron Biology and Diseases, Columbia University Irving Medical Center, New York, NY 10032, USA
- Center for Biological Research (CIB), - Margarita Salas, CSIC, Madrid, 28040, Spain
- Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University, New York, NY 10032, USA
| | - Serge Przedborski
- Department of Neurology, Columbia University Irving Medical Center, New York, NY 10032, USA
- Center for Motor Neuron Biology and Diseases, Columbia University Irving Medical Center, New York, NY 10032, USA
- Department of Pathology & Cell Biology, Columbia University Irving Medical Center, New York, NY 10032, USA
- Department of Neuroscience, Columbia University, New York, NY 10032, USA
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2
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Li HY, Liu DS, Zhang YB, Rong H, Zhang XJ. The interaction between alpha-synuclein and mitochondrial dysfunction in Parkinson's disease. Biophys Chem 2023; 303:107122. [PMID: 37839353 DOI: 10.1016/j.bpc.2023.107122] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2023] [Revised: 09/18/2023] [Accepted: 10/07/2023] [Indexed: 10/17/2023]
Abstract
Parkinson's disease (PD) is an aging-associated neurodegenerative disorder with the hallmark of abnormal aggregates of alpha-synuclein (α-syn) in Lewy bodies (LBs) and Lewy neurites (LNs). Currently, pathogenic α-syn and mitochondrial dysfunction have been considered as prominent roles that give impetus to the PD onset. This review describes the α-syn pathology and mitochondrial alterations in PD, and focuses on how α-syn interacts with multiple aspects of mitochondrial homeostasis in the pathogenesis of PD.
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Affiliation(s)
- Hong-Yan Li
- Department of Basic Medical College, Heilongjiang University of Chinese Medicine, Haerbin 150000, PR China
| | - De-Shui Liu
- Department of Pathology, Qiqihar Medical University, Qiqihar 161006, PR China
| | - Ying-Bo Zhang
- Department of Pathology, Qiqihar Medical University, Qiqihar 161006, PR China
| | - Hua Rong
- Department of Pathology, Qiqihar Medical University, Qiqihar 161006, PR China
| | - Xiao-Jie Zhang
- Department of Basic Medical College, Heilongjiang University of Chinese Medicine, Haerbin 150000, PR China; Heilongjiang Nursing College, Haerbin 150000, PR China.
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3
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Nim S, O'Hara DM, Corbi-Verge C, Perez-Riba A, Fujisawa K, Kapadia M, Chau H, Albanese F, Pawar G, De Snoo ML, Ngana SG, Kim J, El-Agnaf OMA, Rennella E, Kay LE, Kalia SK, Kalia LV, Kim PM. Disrupting the α-synuclein-ESCRT interaction with a peptide inhibitor mitigates neurodegeneration in preclinical models of Parkinson's disease. Nat Commun 2023; 14:2150. [PMID: 37076542 PMCID: PMC10115881 DOI: 10.1038/s41467-023-37464-2] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Accepted: 03/14/2023] [Indexed: 04/21/2023] Open
Abstract
Accumulation of α-synuclein into toxic oligomers or fibrils is implicated in dopaminergic neurodegeneration in Parkinson's disease. Here we performed a high-throughput, proteome-wide peptide screen to identify protein-protein interaction inhibitors that reduce α-synuclein oligomer levels and their associated cytotoxicity. We find that the most potent peptide inhibitor disrupts the direct interaction between the C-terminal region of α-synuclein and CHarged Multivesicular body Protein 2B (CHMP2B), a component of the Endosomal Sorting Complex Required for Transport-III (ESCRT-III). We show that α-synuclein impedes endolysosomal activity via this interaction, thereby inhibiting its own degradation. Conversely, the peptide inhibitor restores endolysosomal function and thereby decreases α-synuclein levels in multiple models, including female and male human cells harboring disease-causing α-synuclein mutations. Furthermore, the peptide inhibitor protects dopaminergic neurons from α-synuclein-mediated degeneration in hermaphroditic C. elegans and preclinical Parkinson's disease models using female rats. Thus, the α-synuclein-CHMP2B interaction is a potential therapeutic target for neurodegenerative disorders.
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Affiliation(s)
- Satra Nim
- Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, Toronto, ON, Canada
| | - Darren M O'Hara
- Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto, ON, Canada
| | - Carles Corbi-Verge
- Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, Toronto, ON, Canada
| | - Albert Perez-Riba
- Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, Toronto, ON, Canada
| | - Kazuko Fujisawa
- Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto, ON, Canada
| | - Minesh Kapadia
- Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto, ON, Canada
| | - Hien Chau
- Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto, ON, Canada
| | - Federica Albanese
- Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto, ON, Canada
| | - Grishma Pawar
- Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto, ON, Canada
| | - Mitchell L De Snoo
- Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto, ON, Canada
| | - Sophie G Ngana
- Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto, ON, Canada
| | - Jisun Kim
- Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, Toronto, ON, Canada
| | - Omar M A El-Agnaf
- Neurological Disorders Research Center, Qatar Biomedical Research Institute (QBRI), Hamad Bin Khalifa University (HBKU), Qatar Foundation, Doha, Qatar
| | - Enrico Rennella
- Department of Molecular Genetics, University of Toronto, Toronto, ON, Canada
| | - Lewis E Kay
- Department of Molecular Genetics, University of Toronto, Toronto, ON, Canada
- Department of Biochemistry, University of Toronto, Toronto, ON, Canada
- Department of Chemistry, University of Toronto, Toronto, ON, Canada
- Program in Molecular Medicine, The Hospital for Sick Children Research Institute, Toronto, ON, Canada
| | - Suneil K Kalia
- Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto, ON, Canada.
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, ON, Canada.
| | - Lorraine V Kalia
- Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto, ON, Canada.
- Division of Neurology, Department of Medicine, University of Toronto, Toronto, ON, Canada.
- Tanz Centre for Research in Neurodegenerative Diseases, University of Toronto, Toronto, ON, Canada.
| | - Philip M Kim
- Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, Toronto, ON, Canada.
- Department of Molecular Genetics, University of Toronto, Toronto, ON, Canada.
- Department of Computer Science, University of Toronto, Toronto, ON, Canada.
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4
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Chen W, Perkins TJ, Rudnicki MA. Quantification of Muscle Satellite Stem Cell Divisions by High-Content Analysis. Methods Mol Biol 2023; 2587:537-553. [PMID: 36401049 DOI: 10.1007/978-1-0716-2772-3_29] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
High-content screening is commonly performed on 2D cultured cells, which is high throughput but has low biological relevance. In contrast, single myofiber culture assay preserves the satellite cell niche between the basal lamina and sarcolemma and consequently has high biological relevance but is low throughput. We describe here a high-content screening method that utilizes single myofiber culture that addresses the caveats of both techniques. Our method utilizes the transgenic reporter allele Myf5-Cre:R26R-eYFP to differentiate stem and committed cells within a dividing couplet that can be quantified by high-content throughput immunodetection and bioinformatic analysis.
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Affiliation(s)
- William Chen
- Sprott Center for Stem Cell Research, Regenerative Medicine Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada
- Department of Cellular and Molecular Medicine, Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada
| | - Theodore J Perkins
- Sprott Center for Stem Cell Research, Regenerative Medicine Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada
- Department of Cellular and Molecular Medicine, Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada
- Department of Biochemistry, Microbiology, and Immunology, Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada
| | - Michael A Rudnicki
- Sprott Center for Stem Cell Research, Regenerative Medicine Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada.
- Department of Cellular and Molecular Medicine, Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada.
- Department of Medicine, Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada.
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5
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Cui J, Carey J, Reijo Pera RA. Identification of DOT1L inhibitor in a screen for factors that promote dopaminergic neuron survival. Front Aging Neurosci 2022; 14:1026468. [PMID: 36578445 PMCID: PMC9791259 DOI: 10.3389/fnagi.2022.1026468] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Accepted: 11/18/2022] [Indexed: 12/14/2022] Open
Abstract
Parkinson's disease (PD) is a common neurodegenerative disorder characterized by the progressive loss of dopaminergic (DA) neurons in the substantia nigra region of the midbrain. Diagnostic criteria for PD require that at least two of three motor signs are observed: tremor, rigidity, and/or bradykinesia. The most common and effective treatment for PD is Levodopa (L-DOPA) which is readily converted to DA and has been the primary treatment since the 1960's. Dopamine agonists have also been developed but are less effective than L-DOPA. Although the lack of a model system to study PD has hampered efforts to identify treatments, diverse screening strategies have been proposed for identification of new pharmaceutical candidates. Here, we describe a pilot screen to identify candidate molecules from a bioactive compound library, that might increase formation, maintenance and/or survival of DA neurons in vitro. The screen used a previously characterized reporter construct consisting of the luciferase gene inserted downstream of the endogenous tyrosine hydroxylase (TH) gene and neurons differentiated from human pluripotent stem cells for 18 days. The reporter mimics expression of TH and includes a secreted luciferase whose activity can be measured non-invasively over multiple timepoints. Screening of the bioactive compound library resulted in the identification of a single molecule, SGC0946, that is an inhibitor of DOT1L (Disruptor Of Telomeric silencing 1-Like) which encodes a widely-conserved histone H3K79 methyltransferase that is able to both activate and repress gene transcription. Our results indicate that SGC0946 increased reporter luciferase activity with a single treatment for 48-h post-plating being equivalent to continuous treatment. Moreover, data suggested that the total number of neurons differentiated in the assays was comparable from experiment to experiment under different SGC0946 treatments over time. In contrast, data suggested that the survival and/or maintenance of DA neurons might be specifically enhanced by SGC0946 treatment. These results document the feasibility of a set of tools for further exploration of small molecules that may impact DA neuron differentiation, maintenance and/or survival. Results provide evidence in support of other reports that indicate inhibition of DOT1L may play an important role in maintenance and survival of neural progenitor cells (NPCs) and their lineage-specific differentiation.
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Affiliation(s)
- Jun Cui
- Department of Cell Biology and Neuroscience, Montana State University, Bozeman, MT, United States
| | - Joseph Carey
- Department of Cell Biology and Neuroscience, Montana State University, Bozeman, MT, United States
| | - Renee A. Reijo Pera
- Department of Cell Biology and Neuroscience, Montana State University, Bozeman, MT, United States
- McLaughlin Research Institute, Great Falls, MT, United States
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6
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Cheng F, Zheng W, Barbuti PA, Bonsi P, Liu C, Casadei N, Ponterio G, Meringolo M, Admard J, Dording CM, Yu-Taeger L, Nguyen HP, Grundmann-Hauser K, Ott T, Houlden H, Pisani A, Krüger R, Riess O. DYT6 mutated THAP1 is a cell type dependent regulator of the SP1 family. Brain 2022; 145:3968-3984. [PMID: 35015830 DOI: 10.1093/brain/awac001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2021] [Revised: 12/01/2021] [Accepted: 12/13/2021] [Indexed: 11/12/2022] Open
Abstract
DYT6 dystonia is caused by mutations in the transcription factor THAP1. THAP1 knock-out or knock-in mouse models revealed complex gene expression changes, which are potentially responsible for the pathogenesis of DYT6 dystonia. However, how THAP1 mutations lead to these gene expression alterations and whether the gene expression changes are also reflected in the brain of THAP1 patients are still unclear. In this study we used epigenetic and transcriptomic approaches combined with multiple model systems [THAP1 patients' frontal cortex, THAP1 patients' induced pluripotent stem cell (iPSC)-derived midbrain dopaminergic neurons, THAP1 heterozygous knock-out rat model, and THAP1 heterozygous knock-out SH-SY5Y cell lines] to uncover a novel function of THAP1 and the potential pathogenesis of DYT6 dystonia. We observed that THAP1 targeted only a minority of differentially expressed genes caused by its mutation. THAP1 mutations lead to dysregulation of genes mainly through regulation of SP1 family members, SP1 and SP4, in a cell type dependent manner. Comparing global differentially expressed genes detected in THAP1 patients' iPSC-derived midbrain dopaminergic neurons and THAP1 heterozygous knock-out rat striatum, we observed many common dysregulated genes and 61 of them were involved in dystonic syndrome-related pathways, like synaptic transmission, nervous system development, and locomotor behaviour. Further behavioural and electrophysiological studies confirmed the involvement of these pathways in THAP1 knock-out rats. Taken together, our study characterized the function of THAP1 and contributes to the understanding of the pathogenesis of primary dystonia in humans and rats. As SP1 family members were dysregulated in some neurodegenerative diseases, our data may link THAP1 dystonia to multiple neurological diseases and may thus provide common treatment targets.
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Affiliation(s)
- Fubo Cheng
- Institute of Medical Genetics and Applied Genomics, University of Tuebingen, Tuebingen, Germany
- Department of Neurology, The First Hospital of Jilin University, Changchun, China
| | - Wenxu Zheng
- Institute for Ophthalmic Research Centre for Ophthalmology, University of Tuebingen, Tuebingen, Germany
| | - Peter Antony Barbuti
- Transversal Translational Medicine, Luxembourg Institute of Health (LIH), Strassen, Luxembourg
- Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA
| | - Paola Bonsi
- Laboratory of Neurophysiology and Plasticity, IRCCS Fondazione Santa Lucia, Rome, Italy
| | - Chang Liu
- Institute of Biology, University of Hohenheim, Garbenstrasse 30, 70599 Stuttgart, Germany
| | - Nicolas Casadei
- Institute of Medical Genetics and Applied Genomics, University of Tuebingen, Tuebingen, Germany
- NGS Competence Center Tuebingen, Institute of Medical Genetics and Applied Genomics, University of Tuebingen, Tuebingen, Germany
| | - Giulia Ponterio
- Laboratory of Neurophysiology and Plasticity, IRCCS Fondazione Santa Lucia, Rome, Italy
| | - Maria Meringolo
- Laboratory of Neurophysiology and Plasticity, IRCCS Fondazione Santa Lucia, Rome, Italy
| | - Jakob Admard
- Institute of Medical Genetics and Applied Genomics, University of Tuebingen, Tuebingen, Germany
- NGS Competence Center Tuebingen, Institute of Medical Genetics and Applied Genomics, University of Tuebingen, Tuebingen, Germany
| | - Claire Marie Dording
- Transversal Translational Medicine, Luxembourg Institute of Health (LIH), Strassen, Luxembourg
| | - Libo Yu-Taeger
- Institute of Medical Genetics and Applied Genomics, University of Tuebingen, Tuebingen, Germany
- Department of Human Genetics, Faculty of Medicine, Ruhr University Bochum, Bochum, Germany
| | - Huu Phuc Nguyen
- Department of Human Genetics, Faculty of Medicine, Ruhr University Bochum, Bochum, Germany
| | | | - Thomas Ott
- Institute of Medical Genetics and Applied Genomics, University of Tuebingen, Tuebingen, Germany
| | - Henry Houlden
- Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - Antonio Pisani
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
- IRCCS C. Mondino Foundation, Pavia, Italy
| | - Rejko Krüger
- Transversal Translational Medicine, Luxembourg Institute of Health (LIH), Strassen, Luxembourg
- Translational Neuroscience, Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, Belvaux, Luxembourg
- Parkinson Research Clinic, Centre Hospitalier de Luxembourg (CHL), Luxembourg
| | - Olaf Riess
- Institute of Medical Genetics and Applied Genomics, University of Tuebingen, Tuebingen, Germany
- NGS Competence Center Tuebingen, Institute of Medical Genetics and Applied Genomics, University of Tuebingen, Tuebingen, Germany
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7
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Mahoney-Sanchez L, Bouchaoui H, Boussaad I, Jonneaux A, Timmerman K, Berdeaux O, Ayton S, Krüger R, Duce JA, Devos D, Devedjian JC. Alpha synuclein determines ferroptosis sensitivity in dopaminergic neurons via modulation of ether-phospholipid membrane composition. Cell Rep 2022; 40:111231. [PMID: 36001957 DOI: 10.1016/j.celrep.2022.111231] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Revised: 06/15/2022] [Accepted: 07/27/2022] [Indexed: 01/08/2023] Open
Abstract
There is a continued unmet need for treatments that can slow Parkinson's disease progression due to the lack of understanding behind the molecular mechanisms underlying neurodegeneration. Since its discovery, ferroptosis has been implicated in several diseases and represents a therapeutic target in Parkinson's disease. Here, we use two highly relevant human dopaminergic neuronal models to show that endogenous levels of α-synuclein can determine the sensitivity of dopaminergic neurons to ferroptosis. We show that reducing α-synuclein expression in dopaminergic neurons leads to ferroptosis evasion, while elevated α-synuclein expression in patients' small-molecule-derived neuronal precursor cells with SNCA triplication causes an increased vulnerability to lipid peroxidation and ferroptosis. Lipid profiling reveals that ferroptosis resistance is due to a reduction in ether-linked phospholipids, required for ferroptosis, in neurons depleted of α-synuclein (α-syn). These results provide a molecular mechanism linking α-syn levels to the sensitivity of dopaminergic neurons to ferroptosis, suggesting potential therapeutic relevance.
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Affiliation(s)
- Laura Mahoney-Sanchez
- Department of Medical Pharmacology, Lille University, INSERM UMRS_1772, Lille University Hospital, LICEND COEN Centre, LilNCog - Lille Neuroscience & Cognition, 59000 Lille, France
| | - Hind Bouchaoui
- Department of Medical Pharmacology, Lille University, INSERM UMRS_1772, Lille University Hospital, LICEND COEN Centre, LilNCog - Lille Neuroscience & Cognition, 59000 Lille, France
| | - Ibrahim Boussaad
- Translational Neuroscience, Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, 4365 Esch-sur-Alzette, Luxembourg
| | - Aurélie Jonneaux
- Department of Medical Pharmacology, Lille University, INSERM UMRS_1772, Lille University Hospital, LICEND COEN Centre, LilNCog - Lille Neuroscience & Cognition, 59000 Lille, France
| | - Kelly Timmerman
- Department of Medical Pharmacology, Lille University, INSERM UMRS_1772, Lille University Hospital, LICEND COEN Centre, LilNCog - Lille Neuroscience & Cognition, 59000 Lille, France
| | - Olivier Berdeaux
- Lipid-Aroma Platform, Centre des Sciences Du Goût et de l'Alimentation, UMR6265 CNRS, UMR1324 INRA, Université de Bourgogne, Agrosup Dijon, 21000 Dijon, France
| | - Scott Ayton
- Melbourne Dementia Research Centre, Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Melbourne, VIC, Australia
| | - Rejko Krüger
- Translational Neuroscience, Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, 4365 Esch-sur-Alzette, Luxembourg; Transversal Translational Medicine, Luxembourg Institute of Health (LIH), 1445 Strassen, Luxembourg; Parkinson Reserch Clinic, Centre Hospitalier de Luxembourg (CHL), 1210 Luxembourg (Belair), Luxembourg
| | - James A Duce
- Melbourne Dementia Research Centre, Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Melbourne, VIC, Australia; The ALBORADA Drug Discovery Institute, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK.
| | - David Devos
- Department of Medical Pharmacology, Lille University, INSERM UMRS_1772, Lille University Hospital, LICEND COEN Centre, LilNCog - Lille Neuroscience & Cognition, 59000 Lille, France.
| | - Jean-Christophe Devedjian
- Department of Medical Pharmacology, Lille University, INSERM UMRS_1772, Lille University Hospital, LICEND COEN Centre, LilNCog - Lille Neuroscience & Cognition, 59000 Lille, France; Université Du Litoral Côte D'Opale, 1, Place de l'Yser, Dunkerque Cedex, France
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8
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Rahman MU, Bilal M, Shah JA, Kaushik A, Teissedre PL, Kujawska M. CRISPR-Cas9-Based Technology and Its Relevance to Gene Editing in Parkinson's Disease. Pharmaceutics 2022; 14:1252. [PMID: 35745824 PMCID: PMC9229276 DOI: 10.3390/pharmaceutics14061252] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2022] [Revised: 06/07/2022] [Accepted: 06/09/2022] [Indexed: 12/12/2022] Open
Abstract
Parkinson's disease (PD) and other chronic and debilitating neurodegenerative diseases (NDs) impose a substantial medical, emotional, and financial burden on individuals and society. The origin of PD is unknown due to a complex combination of hereditary and environmental risk factors. However, over the last several decades, a significant amount of available data from clinical and experimental studies has implicated neuroinflammation, oxidative stress, dysregulated protein degradation, and mitochondrial dysfunction as the primary causes of PD neurodegeneration. The new gene-editing techniques hold great promise for research and therapy of NDs, such as PD, for which there are currently no effective disease-modifying treatments. As a result, gene therapy may offer new treatment options, transforming our ability to treat this disease. We present a detailed overview of novel gene-editing delivery vehicles, which is essential for their successful implementation in both cutting-edge research and prospective therapeutics. Moreover, we review the most recent advancements in CRISPR-based applications and gene therapies for a better understanding of treating PD. We explore the benefits and drawbacks of using them for a range of gene-editing applications in the brain, emphasizing some fascinating possibilities.
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Affiliation(s)
- Mujeeb ur Rahman
- Department of Toxicology, Faculty of Pharmacy, Poznan University of Medical Sciences, Dojazd 30, 60-631 Poznan, Poland;
| | - Muhammad Bilal
- College of Biotechnology, Tianjin University of Science and Technology, Tianjin 300457, China;
| | - Junaid Ali Shah
- College of Life Sciences, Jilin University, Changchun 130012, China;
- Fergana Medical Institute of Public Health Uzbekistan, Fergana 150110, Uzbekistan
| | - Ajeet Kaushik
- NanoBioTech Laboratory, Health System Engineering, Department of Environmental Engineering, Florida Polytechnic University, Lakeland, FL 33805, USA;
- School of Engineering, University of Petroleum and Energy Studies (UPES), Dehradun 248007, Uttarakhand, India
| | - Pierre-Louis Teissedre
- Institut des Sciences de la Vigne et du Vin, Université de Bordeaux, EA 4577, Œnologie, 210 Chemin de Leysotte, F-33140 Villenave d’Ornon, France;
- Institut des Sciences de la Vigne et du Vin, INRA, USC 1366 INRA, IPB, 210 Chemin de Leysotte, F-33140 Villenave d’Ornon, France
| | - Małgorzata Kujawska
- Department of Toxicology, Faculty of Pharmacy, Poznan University of Medical Sciences, Dojazd 30, 60-631 Poznan, Poland;
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9
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Kusumoto D, Yuasa S, Fukuda K. Induced Pluripotent Stem Cell-Based Drug Screening by Use of Artificial Intelligence. Pharmaceuticals (Basel) 2022; 15:562. [PMID: 35631387 PMCID: PMC9145330 DOI: 10.3390/ph15050562] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Revised: 04/25/2022] [Accepted: 04/27/2022] [Indexed: 12/10/2022] Open
Abstract
Induced pluripotent stem cells (iPSCs) are terminally differentiated somatic cells that differentiate into various cell types. iPSCs are expected to be used for disease modeling and for developing novel treatments because differentiated cells from iPSCs can recapitulate the cellular pathology of patients with genetic mutations. However, a barrier to using iPSCs for comprehensive drug screening is the difficulty of evaluating their pathophysiology. Recently, the accuracy of image analysis has dramatically improved with the development of artificial intelligence (AI) technology. In the field of cell biology, it has become possible to estimate cell types and states by examining cellular morphology obtained from simple microscopic images. AI can evaluate disease-specific phenotypes of iPS-derived cells from label-free microscopic images; thus, AI can be utilized for disease-specific drug screening using iPSCs. In addition to image analysis, various AI-based methods can be applied to drug development, including phenotype prediction by analyzing genomic data and virtual screening by analyzing structural formulas and protein-protein interactions of compounds. In the future, combining AI methods may rapidly accelerate drug discovery using iPSCs. In this review, we explain the details of AI technology and the application of AI for iPSC-based drug screening.
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Affiliation(s)
- Dai Kusumoto
- Department of Cardiology, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo 160-8582, Japan;
- Center for Preventive Medicine, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo 160-8582, Japan
| | - Shinsuke Yuasa
- Department of Cardiology, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo 160-8582, Japan;
| | - Keiichi Fukuda
- Department of Cardiology, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo 160-8582, Japan;
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10
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Fellner L, Gabassi E, Haybaeck J, Edenhofer F. Autophagy in α-Synucleinopathies-An Overstrained System. Cells 2021; 10:3143. [PMID: 34831366 PMCID: PMC8618716 DOI: 10.3390/cells10113143] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Revised: 11/05/2021] [Accepted: 11/08/2021] [Indexed: 01/01/2023] Open
Abstract
Alpha-synucleinopathies comprise progressive neurodegenerative diseases, including Parkinson's disease (PD), dementia with Lewy bodies (DLB), and multiple system atrophy (MSA). They all exhibit the same pathological hallmark, which is the formation of α-synuclein positive deposits in neuronal or glial cells. The aggregation of α-synuclein in the cell body of neurons, giving rise to the so-called Lewy bodies (LBs), is the major characteristic for PD and DLB, whereas the accumulation of α-synuclein in oligodendroglial cells, so-called glial cytoplasmic inclusions (GCIs), is the hallmark for MSA. The mechanisms involved in the intracytoplasmic inclusion formation in neuronal and oligodendroglial cells are not fully understood to date. A possible mechanism could be an impaired autophagic machinery that cannot cope with the high intracellular amount of α-synuclein. In fact, different studies showed that reduced autophagy is involved in α-synuclein aggregation. Furthermore, altered levels of different autophagy markers were reported in PD, DLB, and MSA brains. To date, the trigger point in disease initiation is not entirely clear; that is, whether autophagy dysfunction alone suffices to increase α-synuclein or whether α-synuclein is the pathogenic driver. In the current review, we discuss the involvement of defective autophagy machinery in the formation of α-synuclein aggregates, propagation of α-synuclein, and the resulting neurodegenerative processes in α-synucleinopathies.
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Affiliation(s)
- Lisa Fellner
- Department of Genomics, Stem Cell Biology and Regenerative Medicine, Institute of Molecular Biology & CMBI, Leopold-Franzens-University Innsbruck, 6020 Innsbruck, Austria
| | - Elisa Gabassi
- Department of Genomics, Stem Cell Biology and Regenerative Medicine, Institute of Molecular Biology & CMBI, Leopold-Franzens-University Innsbruck, 6020 Innsbruck, Austria
| | - Johannes Haybaeck
- Institute of Pathology, Neuropathology and Molecular Pathology, Medical University of Innsbruck, 6020 Innsbruck, Austria
- Diagnostic & Research Center for Molecular Biomedicine, Institute of Pathology, Medical University of Graz, 8036 Graz, Austria
| | - Frank Edenhofer
- Department of Genomics, Stem Cell Biology and Regenerative Medicine, Institute of Molecular Biology & CMBI, Leopold-Franzens-University Innsbruck, 6020 Innsbruck, Austria
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11
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Gene-corrected p.A30P SNCA patient-derived isogenic neurons rescue neuronal branching and function. Sci Rep 2021; 11:21946. [PMID: 34754035 PMCID: PMC8578337 DOI: 10.1038/s41598-021-01505-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Accepted: 10/28/2021] [Indexed: 11/09/2022] Open
Abstract
Parkinson's disease (PD) is characterised by the degeneration of A9 dopaminergic neurons and the pathological accumulation of alpha-synuclein. The p.A30P SNCA mutation generates the pathogenic form of the alpha-synuclein protein causing an autosomal-dominant form of PD. There are limited studies assessing pathogenic SNCA mutations in patient-derived isogenic cell models. Here we provide a functional assessment of dopaminergic neurons derived from a patient harbouring the p.A30P SNCA mutation. Using two clonal gene-corrected isogenic cell lines we identified image-based phenotypes showing impaired neuritic processes. The pathological neurons displayed impaired neuronal activity, reduced mitochondrial respiration, an energy deficit, vulnerability to rotenone, and transcriptional alterations in lipid metabolism. Our data describes for the first time the mutation-only effect of the p.A30P SNCA mutation on neuronal function, supporting the use of isogenic cell lines in identifying image-based pathological phenotypes that can serve as an entry point for future disease-modifying compound screenings and drug discovery strategies.
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12
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α-synuclein pathogenesis in hiPSC models of Parkinson's disease. Neuronal Signal 2021; 5:NS20210021. [PMID: 34239711 PMCID: PMC8222967 DOI: 10.1042/ns20210021] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Revised: 06/08/2021] [Accepted: 06/14/2021] [Indexed: 12/17/2022] Open
Abstract
α-synuclein is an increasingly prominent player in the pathology of a variety of neurodegenerative conditions. Parkinson’s disease (PD) is a neurodegenerative disorder that affects mainly the dopaminergic (DA) neurons in the substantia nigra of the brain. Typical of PD pathology is the finding of protein aggregations termed ‘Lewy bodies’ in the brain regions affected. α-synuclein is implicated in many disease states including dementia with Lewy bodies (DLB) and Alzheimer’s disease. However, PD is the most common synucleinopathy and continues to be a significant focus of PD research in terms of the α-synuclein Lewy body pathology. Mutations in several genes are associated with PD development including SNCA, which encodes α-synuclein. A variety of model systems have been employed to study α-synuclein physiology and pathophysiology in an attempt to relate more closely to PD pathology. These models include cellular and animal system exploring transgenic technologies, viral vector expression and knockdown approaches, and models to study the potential prion protein-like effects of α-synuclein. The current review focuses on human induced pluripotent stem cell (iPSC) models with a specific focus on mutations or multiplications of the SNCA gene. iPSCs are a rapidly evolving technology with huge promise in the study of normal physiology and disease modeling in vitro. The ability to maintain a patient’s genetic background and replicate similar cell phenotypes make iPSCs a powerful tool in the study of neurological diseases. This review focuses on the current knowledge about α-synuclein physiological function as well as its role in PD pathogenesis based on human iPSC models.
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13
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Zhu X, Zhang Y, Yang X, Hao C, Duan H. Gene Therapy for Neurodegenerative Disease: Clinical Potential and Directions. Front Mol Neurosci 2021; 14:618171. [PMID: 34194298 PMCID: PMC8236824 DOI: 10.3389/fnmol.2021.618171] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Accepted: 05/07/2021] [Indexed: 12/21/2022] Open
Abstract
The pathogenesis of neurodegenerative diseases (NDDs) is complex and diverse. Over the decades, our understanding of NDD has been limited to pathological features. However, recent advances in gene sequencing have facilitated elucidation of NDD at a deeper level. Gene editing techniques have uncovered new genetic links to phenotypes, promoted the development of novel treatment strategies and equipped researchers with further means to construct effective cell and animal models. The current review describes the history of evolution of gene editing tools, with the aim of improving overall understanding of this technology, and focuses on the four most common NDD disorders to demonstrate the potential future applications and research directions of gene editing.
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Affiliation(s)
- Xiaolin Zhu
- Department of Neurosurgery, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Yu Zhang
- Department of Neurosurgery, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Xin Yang
- Department of Neurosurgery, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Chunyan Hao
- Department of Geriatrics, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Hubin Duan
- Department of Neurosurgery, First Hospital of Shanxi Medical University, Taiyuan, China.,Department of Neurosurgery, Lvliang People's Hospital, Lvliang, China
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14
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CRISPR Genome Editing: How to Make a Fantastic Method Even Better. Cells 2021; 10:cells10020408. [PMID: 33669346 PMCID: PMC7920258 DOI: 10.3390/cells10020408] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Accepted: 02/09/2021] [Indexed: 12/22/2022] Open
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15
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Zanin M, Santos BFR, Antony PMA, Berenguer-Escuder C, Larsen SB, Hanss Z, Barbuti PA, Baumuratov AS, Grossmann D, Capelle CM, Weber J, Balling R, Ollert M, Krüger R, Diederich NJ, He FQ. Mitochondria interaction networks show altered topological patterns in Parkinson's disease. NPJ Syst Biol Appl 2020; 6:38. [PMID: 33173039 PMCID: PMC7655803 DOI: 10.1038/s41540-020-00156-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2020] [Accepted: 10/02/2020] [Indexed: 02/07/2023] Open
Abstract
Mitochondrial dysfunction is linked to pathogenesis of Parkinson's disease (PD). However, individual mitochondria-based analyses do not show a uniform feature in PD patients. Since mitochondria interact with each other, we hypothesize that PD-related features might exist in topological patterns of mitochondria interaction networks (MINs). Here we show that MINs formed nonclassical scale-free supernetworks in colonic ganglia both from healthy controls and PD patients; however, altered network topological patterns were observed in PD patients. These patterns were highly correlated with PD clinical scores and a machine-learning approach based on the MIN features alone accurately distinguished between patients and controls with an area-under-curve value of 0.989. The MINs of midbrain dopaminergic neurons (mDANs) derived from several genetic PD patients also displayed specific changes. CRISPR/CAS9-based genome correction of alpha-synuclein point mutations reversed the changes in MINs of mDANs. Our organelle-interaction network analysis opens another critical dimension for a deeper characterization of various complex diseases with mitochondrial dysregulation.
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Affiliation(s)
- Massimiliano Zanin
- Instituto de Física Interdisciplinar y Sistemas Complejos IFISC (UIB-CSIC), E-07122, Palma de Mallorca, Spain
- Center for Biomedical Technology, Universidad Politécnica de Madrid, Campus of Montegancedo, E-28223, Pozuelo de Alarcón, Madrid, Spain
| | - Bruno F R Santos
- Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, Campus Belval, 6, Avenue du Swing, L-4367, Belvaux, Luxembourg
- Transversal Translational Medicine, Luxembourg Institute of Health (LIH), 1A-B, rue Thomas Edison, L-1445, Strassen, Luxembourg
- Disease Modeling and Screening Platform (DMSP), Luxembourg Institute of Systems Biomedicine, University of Luxembourg & Luxembourg Institute of Health, 6 avenue du Swing, L-4367, Belvaux, Luxembourg
| | - Paul M A Antony
- Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, Campus Belval, 6, Avenue du Swing, L-4367, Belvaux, Luxembourg
- Disease Modeling and Screening Platform (DMSP), Luxembourg Institute of Systems Biomedicine, University of Luxembourg & Luxembourg Institute of Health, 6 avenue du Swing, L-4367, Belvaux, Luxembourg
| | - Clara Berenguer-Escuder
- Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, Campus Belval, 6, Avenue du Swing, L-4367, Belvaux, Luxembourg
| | - Simone B Larsen
- Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, Campus Belval, 6, Avenue du Swing, L-4367, Belvaux, Luxembourg
| | - Zoé Hanss
- Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, Campus Belval, 6, Avenue du Swing, L-4367, Belvaux, Luxembourg
| | - Peter A Barbuti
- Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, Campus Belval, 6, Avenue du Swing, L-4367, Belvaux, Luxembourg
- Transversal Translational Medicine, Luxembourg Institute of Health (LIH), 1A-B, rue Thomas Edison, L-1445, Strassen, Luxembourg
| | - Aidos S Baumuratov
- Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, Campus Belval, 6, Avenue du Swing, L-4367, Belvaux, Luxembourg
| | - Dajana Grossmann
- Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, Campus Belval, 6, Avenue du Swing, L-4367, Belvaux, Luxembourg
| | - Christophe M Capelle
- Department of Infection and Immunity, Luxembourg Institute of Health (LIH), 29, rue Henri Koch, L-4354, Esch-sur-Alzette, Luxembourg
| | - Joseph Weber
- Centre Hospitalier de Luxembourg (CHL) 4, Rue Nicolas Ernest Barblé, L-1210, Luxembourg, Luxembourg
| | - Rudi Balling
- Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, Campus Belval, 6, Avenue du Swing, L-4367, Belvaux, Luxembourg
| | - Markus Ollert
- Department of Infection and Immunity, Luxembourg Institute of Health (LIH), 29, rue Henri Koch, L-4354, Esch-sur-Alzette, Luxembourg
- Department of Dermatology and Allergy Center, Odense Research Center for Anaphylaxis (ORCA), University of Southern Denmark, 5000C, Odense, Denmark
| | - Rejko Krüger
- Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, Campus Belval, 6, Avenue du Swing, L-4367, Belvaux, Luxembourg
- Transversal Translational Medicine, Luxembourg Institute of Health (LIH), 1A-B, rue Thomas Edison, L-1445, Strassen, Luxembourg
- Centre Hospitalier de Luxembourg (CHL) 4, Rue Nicolas Ernest Barblé, L-1210, Luxembourg, Luxembourg
| | - Nico J Diederich
- Centre Hospitalier de Luxembourg (CHL) 4, Rue Nicolas Ernest Barblé, L-1210, Luxembourg, Luxembourg
| | - Feng Q He
- Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, Campus Belval, 6, Avenue du Swing, L-4367, Belvaux, Luxembourg.
- Department of Infection and Immunity, Luxembourg Institute of Health (LIH), 29, rue Henri Koch, L-4354, Esch-sur-Alzette, Luxembourg.
- Institute of Medical Microbiology, University Hospital Essen, University Duisburg-Essen, D-45122, Essen, Germany.
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