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Guo Y, Zhao X. CRISPR-based genetic screens in human pluripotent stem cells derived neurons and brain organoids. Cell Tissue Res 2025; 399:1-8. [PMID: 39585363 DOI: 10.1007/s00441-024-03934-2] [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: 05/18/2024] [Accepted: 11/12/2024] [Indexed: 11/26/2024]
Abstract
Recent large-scale genome-wide association and single-cell RNA sequencing (scRNA-seq) studies have uncovered disease-associated genetic risk factors and cell type-specific genetic alterations. However, our understanding of how these genetic variants cause diseases and the underlying mechanisms remains largely unknown. Functional genomics screens using CRISPR-based technologies offer an effective tool for studying genes relevant to disease phenotypes. Here, we summarize recent CRISPR-based functional genomics screen approaches applied to human pluripotent stem cell (hPSC)-derived neurons and brain organoids. These screens have identified genes crucial for neurogenesis, neuronal survival, morphological development, and migration. Combining CRISPR-based genetic screens with scRNA-seq, researchers have revealed downstream genes and cellular pathways impacted by these genetic variants in human neural cells, providing new insights into the pathogenesis of neurodevelopmental disorders, such as microcephaly and autism spectrum disorders. Finally, we discuss current challenges and future directions for using CRISPR-based screens in furthering our understanding of neurological diseases and developing potential therapeutic strategies. Despite challenges, CRISPR-based screens have enormous potential for advancing the therapeutic development of many diseases.
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Affiliation(s)
- Yu Guo
- Waisman Center, University of Wisconsin-Madison, Madison, WI, 53705, USA
- Department of Neuroscience, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, 53705, USA
| | - Xinyu Zhao
- Waisman Center, University of Wisconsin-Madison, Madison, WI, 53705, USA.
- Department of Neuroscience, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, 53705, USA.
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2
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Akyuz E, Aslan FS, Gokce E, Ilmaz O, Topcu F, Kakac S. Extracellular vesicle and CRISPR gene therapy: Current applications in Alzheimer's disease, Parkinson's disease, amyotrophic lateral sclerosis, and Huntington's disease. Eur J Neurosci 2024; 60:6057-6090. [PMID: 39297377 DOI: 10.1111/ejn.16541] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2023] [Revised: 08/27/2024] [Accepted: 08/30/2024] [Indexed: 10/17/2024]
Abstract
Neurodegenerative diseases are characterized by progressive deterioration of the nervous system. Alzheimer's disease (AD), Parkinson's disease (PD), amyotrophic lateral sclerosis (ALS), and Huntington's disease (HD) are prominently life-threatening examples of neurodegenerative diseases. The complexity of the pathophysiology in neurodegenerative diseases causes difficulties in diagnosing. Although the drugs temporarily help to correct specific symptoms including memory loss and degeneration, a complete treatment has not been found yet. New therapeutic approaches have been developed to understand and treat the underlying pathogenesis of neurodegenerative diseases. With this purpose, clustered-regularly interspaced short palindromic repeats/CRISPR-associated protein (CRISPR/Cas) technology has recently suggested a new treatment option. Editing of the genome is carried out by insertion and deletion processes on DNA. Safe delivery of the CRISPR/Cas system to the targeted cells without affecting surrounding cells is frequently investigated. Extracellular vesicles (EVs), that is exosomes, have recently been used in CRISPR/Cas studies. In this review, CRISPR/Cas and EV approaches used for diagnosis and/or treatment in AD, PD, ALS, and HD are reviewed. CRISPR/Cas and EV technologies, which stand out as new therapeutic approaches, may offer a definitive treatment option in neurodegenerative diseases.
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Affiliation(s)
- Enes Akyuz
- Department of Biophysics, International School of Medicine, University of Health Sciences, Istanbul, Türkiye
| | | | - Enise Gokce
- School of Medicine, Pamukkale University, Denizli, Türkiye
| | - Oguzkan Ilmaz
- School of Medicine, Giresun University, Giresun, Türkiye
| | | | - Seda Kakac
- Department of Molecular Biology and Genetics, Faculty of Science, Gebze Technical University, Kocaeli, Türkiye
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3
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Lee RMQ, Koh TW. Genetic modifiers of synucleinopathies-lessons from experimental models. OXFORD OPEN NEUROSCIENCE 2023; 2:kvad001. [PMID: 38596238 PMCID: PMC10913850 DOI: 10.1093/oons/kvad001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Revised: 03/04/2023] [Accepted: 03/07/2023] [Indexed: 04/11/2024]
Abstract
α-Synuclein is a pleiotropic protein underlying a group of progressive neurodegenerative diseases, including Parkinson's disease and dementia with Lewy bodies. Together, these are known as synucleinopathies. Like all neurological diseases, understanding of disease mechanisms is hampered by the lack of access to biopsy tissues, precluding a real-time view of disease progression in the human body. This has driven researchers to devise various experimental models ranging from yeast to flies to human brain organoids, aiming to recapitulate aspects of synucleinopathies. Studies of these models have uncovered numerous genetic modifiers of α-synuclein, most of which are evolutionarily conserved. This review discusses what we have learned about disease mechanisms from these modifiers, and ways in which the study of modifiers have supported ongoing efforts to engineer disease-modifying interventions for synucleinopathies.
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Affiliation(s)
- Rachel Min Qi Lee
- Temasek Life Sciences Laboratory, 1 Research Link, Singapore, 117604, Singapore
| | - Tong-Wey Koh
- Temasek Life Sciences Laboratory, 1 Research Link, Singapore, 117604, Singapore
- Department of Biological Sciences, National University of Singapore, Block S3 #05-01, 16 Science Drive 4, Singapore, 117558, Singapore
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4
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Leng K, Kampmann M. Towards elucidating disease-relevant states of neurons and glia by CRISPR-based functional genomics. Genome Med 2022; 14:130. [PMID: 36401300 PMCID: PMC9673433 DOI: 10.1186/s13073-022-01134-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Accepted: 11/02/2022] [Indexed: 11/19/2022] Open
Abstract
Our understanding of neurological diseases has been tremendously enhanced over the past decade by the application of new technologies. Genome-wide association studies have highlighted glial cells as important players in diseases. Single-cell profiling technologies are providing descriptions of disease states of neurons and glia at unprecedented molecular resolution. However, significant gaps remain in our understanding of the mechanisms driving disease-associated cell states, and how these states contribute to disease. These gaps in our understanding can be bridged by CRISPR-based functional genomics, a powerful approach to systematically interrogate gene function. In this review, we will briefly review the current literature on neurological disease-associated cell states and introduce CRISPR-based functional genomics. We discuss how advances in CRISPR-based screens, especially when implemented in the relevant brain cell types or cellular environments, have paved the way towards uncovering mechanisms underlying neurological disease-associated cell states. Finally, we will delineate current challenges and future directions for CRISPR-based functional genomics to further our understanding of neurological diseases and potential therapeutic strategies.
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Affiliation(s)
- Kun Leng
- Institute for Neurodegenerative Diseases, University of California, San Francisco, San Francisco, CA, USA.
- Biomedical Sciences Graduate Program, University of California, San Francisco, San Francisco, CA, USA.
- Medical Scientist Training Program, University of California, San Francisco, San Francisco, CA, USA.
| | - Martin Kampmann
- Institute for Neurodegenerative Diseases, University of California, San Francisco, San Francisco, CA, USA.
- Department of Biochemistry and Biophysics, University of California, San Francisco, San Francisco, CA, USA.
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5
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Luo M, Lee LKC, Peng B, Choi CHJ, Tong WY, Voelcker NH. Delivering the Promise of Gene Therapy with Nanomedicines in Treating Central Nervous System Diseases. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2022; 9:e2201740. [PMID: 35851766 PMCID: PMC9475540 DOI: 10.1002/advs.202201740] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Revised: 05/19/2022] [Indexed: 06/01/2023]
Abstract
Central Nervous System (CNS) diseases, such as Alzheimer's diseases (AD), Parkinson's Diseases (PD), brain tumors, Huntington's disease (HD), and stroke, still remain difficult to treat by the conventional molecular drugs. In recent years, various gene therapies have come into the spotlight as versatile therapeutics providing the potential to prevent and treat these diseases. Despite the significant progress that has undoubtedly been achieved in terms of the design and modification of genetic modulators with desired potency and minimized unwanted immune responses, the efficient and safe in vivo delivery of gene therapies still poses major translational challenges. Various non-viral nanomedicines have been recently explored to circumvent this limitation. In this review, an overview of gene therapies for CNS diseases is provided and describes recent advances in the development of nanomedicines, including their unique characteristics, chemical modifications, bioconjugations, and the specific applications that those nanomedicines are harnessed to deliver gene therapies.
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Affiliation(s)
- Meihua Luo
- Monash Institute of Pharmaceutics ScienceMonash UniversityParkville Campus, 381 Royal ParadeParkvilleVIC3052Australia
- Australian Institute for Bioengineering and Nanotechnologythe University of QueenslandSt LuciaQLD4072Australia
| | - Leo Kit Cheung Lee
- Department of Biomedical EngineeringThe Chinese University of Hong KongShatinNew TerritoriesHong Kong
| | - Bo Peng
- Monash Institute of Pharmaceutics ScienceMonash UniversityParkville Campus, 381 Royal ParadeParkvilleVIC3052Australia
- Frontiers Science Center for Flexible ElectronicsXi'an Institute of Flexible Electronics (IFE) and Xi'an Institute of Biomedical materials & EngineeringNorthwestern Polytechnical UniversityXi'an710072China
| | - Chung Hang Jonathan Choi
- Department of Biomedical EngineeringThe Chinese University of Hong KongShatinNew TerritoriesHong Kong
| | - Wing Yin Tong
- Monash Institute of Pharmaceutics ScienceMonash UniversityParkville Campus, 381 Royal ParadeParkvilleVIC3052Australia
| | - Nicolas H. Voelcker
- Monash Institute of Pharmaceutics ScienceMonash UniversityParkville Campus, 381 Royal ParadeParkvilleVIC3052Australia
- Commonwealth Scientific and Industrial Research Organization (CSIRO)ClaytonVIC3168Australia
- Melbourne Centre for NanofabricationVictorian Node of the Australian National Fabrication Facility151 Wellington RoadClaytonVIC3168Australia
- Materials Science and EngineeringMonash University14 Alliance LaneClaytonVIC3800Australia
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6
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Costa MD, Maciel P. Modifier pathways in polyglutamine (PolyQ) diseases: from genetic screens to drug targets. Cell Mol Life Sci 2022; 79:274. [PMID: 35503478 PMCID: PMC11071829 DOI: 10.1007/s00018-022-04280-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2021] [Revised: 03/14/2022] [Accepted: 03/30/2022] [Indexed: 12/17/2022]
Abstract
Polyglutamine (PolyQ) diseases include a group of inherited neurodegenerative disorders caused by unstable expansions of CAG trinucleotide repeats in the coding region of specific genes. Such genetic alterations produce abnormal proteins containing an unusually long PolyQ tract that renders them more prone to aggregate and cause toxicity. Although research in the field in the last years has contributed significantly to the knowledge of the biological mechanisms implicated in these diseases, effective treatments are still lacking. In this review, we revisit work performed in models of PolyQ diseases, namely the yeast Saccharomyces cerevisiae, the nematode worm Caenorhabditis elegans and the fruit fly Drosophila melanogaster, and provide a critical overview of the high-throughput unbiased genetic screens that have been performed using these systems to identify novel genetic modifiers of PolyQ diseases. These approaches have revealed a wide variety of cellular processes that modulate the toxicity and aggregation of mutant PolyQ proteins, reflecting the complexity of these disorders and demonstrating how challenging the development of therapeutic strategies can be. In addition to the unbiased large-scale genetic screenings in non-vertebrate models, complementary studies in mammalian systems, closer to humans, have contributed with novel genetic modifiers of PolyQ diseases, revealing neuronal function and inflammation as key disease modulators. A pathway enrichment analysis, using the human orthologues of genetic modifiers of PolyQ diseases clustered modifier genes into major themes translatable to the human disease context, such as protein folding and transport as well as transcription regulation. Innovative genetic strategies of genetic manipulation, together with significant advances in genomics and bioinformatics, are taking modifier genetic studies to more realistic disease contexts. The characterization of PolyQ disease modifier pathways is of extreme relevance to reveal novel therapeutic possibilities to delay disease onset and progression in patients.
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Affiliation(s)
- Marta Daniela Costa
- School of Medicine, Life and Health Sciences Research Institute (ICVS), University of Minho, 4710-057, Braga, Portugal
- ICVS/3Bs-PT Government Associate Laboratory, Braga/Guimarães, Portugal
| | - Patrícia Maciel
- School of Medicine, Life and Health Sciences Research Institute (ICVS), University of Minho, 4710-057, Braga, Portugal.
- ICVS/3Bs-PT Government Associate Laboratory, Braga/Guimarães, Portugal.
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Schilder BM, Navarro E, Raj T. Multi-omic insights into Parkinson's Disease: From genetic associations to functional mechanisms. Neurobiol Dis 2021; 163:105580. [PMID: 34871738 PMCID: PMC10101343 DOI: 10.1016/j.nbd.2021.105580] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2021] [Revised: 11/17/2021] [Accepted: 12/02/2021] [Indexed: 02/07/2023] Open
Abstract
Genome-Wide Association Studies (GWAS) have elucidated the genetic components of Parkinson's Disease (PD). However, because the vast majority of GWAS association signals fall within non-coding regions, translating these results into an interpretable, mechanistic understanding of the disease etiology remains a major challenge in the field. In this review, we provide an overview of the approaches to prioritize putative causal variants and genes as well as summarise the primary findings of previous studies. We then discuss recent efforts to integrate multi-omics data to identify likely pathogenic cell types and biological pathways implicated in PD pathogenesis. We have compiled full summary statistics of cell-type, tissue, and phentoype enrichment analyses from multiple studies of PD GWAS and provided them in a standardized format as a resource for the research community (https://github.com/RajLabMSSM/PD_omics_review). Finally, we discuss the experimental, computational, and conceptual advances that will be necessary to fully elucidate the effects of functional variants and genes on cellular dysregulation and disease risk.
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Affiliation(s)
- Brian M Schilder
- Nash Family Department of Neuroscience & Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, United States; Ronald M. Loeb Center for Alzheimer's disease, Icahn School of Medicine at Mount Sinai, New York, NY, United States; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, United States; Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, NY, United States; Estelle and Daniel Maggin Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, United States; Department of Brain Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom; UK Dementia Research Institute at Imperial College London, London, United Kingdom.
| | - Elisa Navarro
- Nash Family Department of Neuroscience & Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, United States; Ronald M. Loeb Center for Alzheimer's disease, Icahn School of Medicine at Mount Sinai, New York, NY, United States; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, United States; Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, NY, United States; Estelle and Daniel Maggin Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, United States; Sección Departamental de Bioquímica y Biología Molecular, Facultad de Medicina, Universidad Complutense de Madrid, Madrid, Spain
| | - Towfique Raj
- Nash Family Department of Neuroscience & Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, United States; Ronald M. Loeb Center for Alzheimer's disease, Icahn School of Medicine at Mount Sinai, New York, NY, United States; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, United States; Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, NY, United States; Estelle and Daniel Maggin Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, United States.
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8
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Zhao Y, Wang Y, Su W, Li S. Construction of Synthetic Nanobody Library in Mammalian Cells by dsDNA-Based Strategies*. Chembiochem 2021; 22:2957-2965. [PMID: 34411391 DOI: 10.1002/cbic.202100286] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2021] [Revised: 08/05/2021] [Indexed: 12/20/2022]
Abstract
A nanobody is an antibody fragment consisting of a single monomeric variable antigen-binding domain. Mammalian cells are ideal platforms for identifying nanobodies targeting hard-to-display transmembrane proteins and nanobodies that function as modulators of cellular phenotypes. However, the introduction of a high-diversity nanobody library into mammalian cells is challenging. We have developed two novel methods for constructing a nanobody library in mammalian cells. Complementarity-determining region (CDR) random sequences were first incorporated into upstream and downstream dsDNAs by PCR. In the first method, named dsDNA-HR, upstream and downstream dsDNAs containing an identical overlapping sequence were co-transfected into cultured mammalian cells for intracellular homologous recombination that resulted in the formation of an intact nanobody library expression cassette. In the second method, named in vitro ligation, we generated full-length nanobody expression dsDNAs via ligation of restriction digested upstream and downstream dsDNAs. The obtained full-length dsDNAs were transfected into mammalian cells for nanobody library expression. Using both methods, we generated over a million unique nanobody sequences, as revealed by high-throughput sequencing. Single-cell sequencing was employed to resolve the diversity of the dsDNA-HR nanobody library. We also identified a small molecule, Nocodazole, which could enhance the efficacy of dsDNA-HR.
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Affiliation(s)
- Yanjie Zhao
- Department of Breast Cancer Pathology and Research Laboratory, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin's Clinical Research Center for Cancer, Tianjin, 300060, P. R. China
| | - Yi Wang
- Department of Breast Cancer Pathology and Research Laboratory, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin's Clinical Research Center for Cancer, Tianjin, 300060, P. R. China
| | - Weijun Su
- School of Medicine, Nankai University, Tianjin, 300071, P. R. China
| | - Shuai Li
- Department of Breast Cancer Pathology and Research Laboratory, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin's Clinical Research Center for Cancer, Tianjin, 300060, P. R. China
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9
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Vergouw LJM, Geut H, Breedveld G, Kuipers DJS, Quadri M, Rozemuller AJM, van Swieten JC, de Jong FJ, van de Berg WDJ, Bonifati V. Clinical and Pathological Phenotypes of LRP10 Variant Carriers with Dementia. J Alzheimers Dis 2021; 76:1161-1170. [PMID: 32597809 PMCID: PMC7505004 DOI: 10.3233/jad-200318] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Background: Rare variants in the low-density lipoprotein receptor related protein 10 gene (LRP10) have recently been implicated in the etiology of Parkinson’s disease (PD) and dementia with Lewy bodies (DLB). Objective: We searched for LRP10 variants in a new series of brain donors with dementia and Lewy pathology (LP) at autopsy, or dementia and parkinsonism without LP but with various other neurodegenerative pathologies. Methods: Sanger sequencing of LRP10 was performed in 233 donors collected by the Netherlands Brain Bank. Results: Rare, possibly pathogenic heterozygous LRP10 variants were present in three patients: p.Gly453Ser in a patient with mixed Alzheimer’s disease (AD)/Lewy body disease (LBD), p.Arg151Cys in a DLB patient, and p.Gly326Asp in an AD patient without LP. All three patients had a positive family history for dementia or PD. Conclusion: Rare LRP10 variants are present in some patients with dementia and different brain pathologies including DLB, mixed AD/LBD, and AD. These findings suggest a role for LRP10 across a broad neurodegenerative spectrum.
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Affiliation(s)
- Leonie J M Vergouw
- Erasmus MC, University Medical Center Rotterdam, Department of Neurology and Alzheimer Center, Rotterdam, the Netherlands
| | - Hanneke Geut
- Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Anatomy and Neurosciences, Amsterdam Neuroscience, Amsterdam, the Netherlands.,Netherlands Institute for Neuroscience, Amsterdam, the Netherlands
| | - Guido Breedveld
- Erasmus MC, University Medical Center Rotterdam, Department of Clinical Genetics, Rotterdam, the Netherlands
| | - Demy J S Kuipers
- Erasmus MC, University Medical Center Rotterdam, Department of Clinical Genetics, Rotterdam, the Netherlands
| | - Marialuisa Quadri
- Erasmus MC, University Medical Center Rotterdam, Department of Clinical Genetics, Rotterdam, the Netherlands
| | | | - Annemieke J M Rozemuller
- Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Pathology, Amsterdam Neuroscience, Amsterdam, the Netherlands
| | - John C van Swieten
- Erasmus MC, University Medical Center Rotterdam, Department of Neurology and Alzheimer Center, Rotterdam, the Netherlands
| | - Frank Jan de Jong
- Erasmus MC, University Medical Center Rotterdam, Department of Neurology and Alzheimer Center, Rotterdam, the Netherlands
| | - Wilma D J van de Berg
- Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Anatomy and Neurosciences, Amsterdam Neuroscience, Amsterdam, the Netherlands
| | - Vincenzo Bonifati
- Erasmus MC, University Medical Center Rotterdam, Department of Clinical Genetics, Rotterdam, the Netherlands
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10
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Lek A, Ma K, Woodman KG, Lek M. Nuclease-Deficient Clustered Regularly Interspaced Short Palindromic Repeat-Based Approaches for In Vitro and In Vivo Gene Activation. Hum Gene Ther 2021; 32:260-274. [PMID: 33446040 DOI: 10.1089/hum.2020.241] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
Clustered regularly interspaced short palindromic repeat (CRISPR)-based technology has been adapted to achieve a wide range of genome modifications, including transcription regulation. The focus of this review is on the application of CRISPR-based platforms such as nuclease-deficient Cas9 and Cas12a, to achieve targeted gene activation. We review studies to date that have used CRISPR-based activation technology for the elucidation of biological mechanism and disease correction, as well as its application in genetic screens as a powerful tool for high-throughput genotype-phenotype mapping. In addition to our synthesis and critical analysis of published studies, we explore key considerations for the potential clinical translation of CRISPR-based activation technology.
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Affiliation(s)
- Angela Lek
- Department of Genetics, Yale School of Medicine, New Haven, Connecticut, USA
| | - Kaiyue Ma
- Department of Genetics, Yale School of Medicine, New Haven, Connecticut, USA
| | - Keryn G Woodman
- Department of Genetics, Yale School of Medicine, New Haven, Connecticut, USA
| | - Monkol Lek
- Department of Genetics, Yale School of Medicine, New Haven, Connecticut, USA
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11
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Abdulla A, Wang B, Qian F, Kee T, Blasiak A, Ong YH, Hooi L, Parekh F, Soriano R, Olinger GG, Keppo J, Hardesty CL, Chow EK, Ho D, Ding X. Project IDentif.AI: Harnessing Artificial Intelligence to Rapidly Optimize Combination Therapy Development for Infectious Disease Intervention. ADVANCED THERAPEUTICS 2020; 3:2000034. [PMID: 32838027 PMCID: PMC7235487 DOI: 10.1002/adtp.202000034] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2020] [Indexed: 12/24/2022]
Abstract
In 2019/2020, the emergence of coronavirus disease 2019 (COVID-19) resulted in rapid increases in infection rates as well as patient mortality. Treatment options addressing COVID-19 included drug repurposing, investigational therapies such as remdesivir, and vaccine development. Combination therapy based on drug repurposing is among the most widely pursued of these efforts. Multi-drug regimens are traditionally designed by selecting drugs based on their mechanism of action. This is followed by dose-finding to achieve drug synergy. This approach is widely-used for drug development and repurposing. Realizing synergistic combinations, however, is a substantially different outcome compared to globally optimizing combination therapy, which realizes the best possible treatment outcome by a set of candidate therapies and doses toward a disease indication. To address this challenge, the results of Project IDentif.AI (Identifying Infectious Disease Combination Therapy with Artificial Intelligence) are reported. An AI-based platform is used to interrogate a massive 12 drug/dose parameter space, rapidly identifying actionable combination therapies that optimally inhibit A549 lung cell infection by vesicular stomatitis virus within three days of project start. Importantly, a sevenfold difference in efficacy is observed between the top-ranked combination being optimally and sub-optimally dosed, demonstrating the critical importance of ideal drug and dose identification. This platform is disease indication and disease mechanism-agnostic, and potentially applicable to the systematic N-of-1 and population-wide design of highly efficacious and tolerable clinical regimens. This work also discusses key factors ranging from healthcare economics to global health policy that may serve to drive the broader deployment of this platform to address COVID-19 and future pandemics.
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Affiliation(s)
- Aynur Abdulla
- Institute for Personalized MedicineSchool of Biomedical EngineeringShanghai Jiao Tong UniversityShanghai200030China
| | - Boqian Wang
- Institute for Personalized MedicineSchool of Biomedical EngineeringShanghai Jiao Tong UniversityShanghai200030China
| | - Feng Qian
- Ministry of Education Key Laboratory of Contemporary AnthropologyHuman Phenome InstituteSchool of Life SciencesFudan UniversityShanghai200438China
| | - Theodore Kee
- The N.1 Institute for Health (N.1)National University of SingaporeSingapore117456Singapore
- The Institute for Digital Medicine (WisDM)Yong Loo Lin School of MedicineNational University of SingaporeSingapore11756Singapore
- Department of Biomedical EngineeringNUS EngineeringNational University of SingaporeSingapore117583Singapore
| | - Agata Blasiak
- The N.1 Institute for Health (N.1)National University of SingaporeSingapore117456Singapore
- The Institute for Digital Medicine (WisDM)Yong Loo Lin School of MedicineNational University of SingaporeSingapore11756Singapore
- Department of Biomedical EngineeringNUS EngineeringNational University of SingaporeSingapore117583Singapore
| | - Yoong Hun Ong
- The N.1 Institute for Health (N.1)National University of SingaporeSingapore117456Singapore
| | - Lissa Hooi
- Cancer Science Institute of SingaporeNational University of SingaporeSingapore117599Singapore
| | | | | | - Gene G. Olinger
- Global Health Surveillance and Diagnostic DivisionMRIGlobalGaithersburgMD20878USA
- Boston University School of MedicineDivision of Infectious DiseasesBostonMA02118USA
| | - Jussi Keppo
- NUS Business School and Institute of Operations Research and AnalyticsNational University of SingaporeSingapore119245Singapore
| | - Chris L. Hardesty
- KPMG Global Health and Life Sciences Centre of ExcellenceSingapore048581Singapore
| | - Edward K. Chow
- The N.1 Institute for Health (N.1)National University of SingaporeSingapore117456Singapore
- Cancer Science Institute of SingaporeNational University of SingaporeSingapore117599Singapore
- Department of PharmacologyYong Loo Lin School of MedicineNational University of SingaporeSingapore117600Singapore
| | - Dean Ho
- The N.1 Institute for Health (N.1)National University of SingaporeSingapore117456Singapore
- The Institute for Digital Medicine (WisDM)Yong Loo Lin School of MedicineNational University of SingaporeSingapore11756Singapore
- Department of Biomedical EngineeringNUS EngineeringNational University of SingaporeSingapore117583Singapore
- Department of PharmacologyYong Loo Lin School of MedicineNational University of SingaporeSingapore117600Singapore
| | - Xianting Ding
- Institute for Personalized MedicineSchool of Biomedical EngineeringShanghai Jiao Tong UniversityShanghai200030China
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12
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Perrino G, Wilson C, Santorelli M, di Bernardo D. Quantitative Characterization of α-Synuclein Aggregation in Living Cells through Automated Microfluidics Feedback Control. Cell Rep 2020; 27:916-927.e5. [PMID: 30995486 PMCID: PMC6484782 DOI: 10.1016/j.celrep.2019.03.081] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2018] [Revised: 02/20/2019] [Accepted: 03/22/2019] [Indexed: 12/21/2022] Open
Abstract
Aggregation of α-synuclein and formation of inclusions are hallmarks of Parkinson’s disease (PD). Aggregate formation is affected by cellular environment, but it has been studied almost exclusively in cell-free systems. We quantitatively analyzed α-synuclein inclusion formation and clearance in a yeast cell model of PD expressing either wild-type (WT) α-synuclein or the disease-associated A53T mutant from the galactose (Gal)-inducible promoter. A computer-controlled microfluidics device regulated α-synuclein in cells by means of closed-loop feedback control. We demonstrated that inclusion formation is strictly concentration dependent and that the aggregation threshold of the A53T mutant is about half of the WT α-synuclein (56%). We chemically modulated the proteasomal and autophagic pathways and demonstrated that autophagy is the main determinant of A53T α-synuclein inclusions’ clearance. In addition to proposing a technology to overcome current limitations in dynamically regulating protein expression levels, our results contribute to the biology of PD and have relevance for therapeutic applications. In silico feedback control enables regulation of α-synuclein expression in yeast α-Synuclein inclusion formation is strictly concentration, but not time, dependent The aggregation threshold of the α-synuclein A53T mutant is 56% of the wild-type Autophagy induction speeds up inclusion clearance in the A53T α-synuclein strain
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Affiliation(s)
- Giansimone Perrino
- Telethon Institute of Genetics and Medicine (TIGEM), Via Campi Flegrei 34, 80078 Pozzuoli (NA), Italy
| | - Cathal Wilson
- Telethon Institute of Genetics and Medicine (TIGEM), Via Campi Flegrei 34, 80078 Pozzuoli (NA), Italy
| | - Marco Santorelli
- Telethon Institute of Genetics and Medicine (TIGEM), Via Campi Flegrei 34, 80078 Pozzuoli (NA), Italy
| | - Diego di Bernardo
- Telethon Institute of Genetics and Medicine (TIGEM), Via Campi Flegrei 34, 80078 Pozzuoli (NA), Italy; Department of Chemical, Materials and Industrial Production Engineering, University of Naples Federico II, Piazzale Tecchio 80, 80125 Naples, Italy.
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13
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Lam I, Hallacli E, Khurana V. Proteome-Scale Mapping of Perturbed Proteostasis in Living Cells. Cold Spring Harb Perspect Biol 2020; 12:cshperspect.a034124. [PMID: 30910772 DOI: 10.1101/cshperspect.a034124] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Proteinopathies are degenerative diseases in which specific proteins adopt deleterious conformations, leading to the dysfunction and demise of distinct cell types. They comprise some of the most significant diseases of aging-from Alzheimer's disease to Parkinson's disease to type 2 diabetes-for which not a single disease-modifying or preventative strategy exists. Here, we survey approaches in tractable cellular and organismal models that bring us toward a more complete understanding of the molecular consequences of protein misfolding. These include proteome-scale profiling of genetic modifiers, as well as transcriptional and proteome changes. We describe assays that can capture protein interactomes in situ and distinct protein conformational states. A picture of cellular drivers and responders to proteotoxicity emerges from this work, distinguishing general alterations of proteostasis from cellular events that are deeply tied to the intrinsic function of the misfolding protein. These distinctions have consequences for the understanding and treatment of proteinopathies.
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Affiliation(s)
- Isabel Lam
- Ann Romney Center for Neurologic Disease, Department of Neurology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts 02115
| | - Erinc Hallacli
- Ann Romney Center for Neurologic Disease, Department of Neurology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts 02115
| | - Vikram Khurana
- Ann Romney Center for Neurologic Disease, Department of Neurology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts 02115.,Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142.,Harvard Stem Cell Institute, Cambridge, Massachusetts 02138.,New York Stem Cell Foundation - Robertson Investigator
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14
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Gao Y, Chen N, Zhong Y, Wang W, Zhou X, Shao F, Lv Z, Liang X, Li P. Study on the Application of Ultrasonic Image Analysis Technology Combined with the Analysis of Intestinal Nervous System in the Treatment of Intestinal Duplication in Children. World Neurosurg 2020; 138:749-757. [PMID: 31931245 DOI: 10.1016/j.wneu.2020.01.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2019] [Revised: 12/31/2019] [Accepted: 01/02/2020] [Indexed: 11/26/2022]
Abstract
This paper retrospectively analyzed 28 cases of children diagnosed with repeated intestinal malformations in our hospital from October 2014 to November 2016. The characteristics of ultrasound sonograms of children were evaluated. The images of intestinal repetitive malformations were classified and summarized to identify their common sites, the characteristics of various types of ultrasound sonograms, the main points of ultrasound diagnosis and identification, and the experience of ultrasound workers in daily inspection of children with repetitive malformations of the digestive tract. We analyzed the images of some common complications caused by repeated bowel malformations and identified the main points of ultrasound diagnosis. We then compared the results of ultrasound with other imaging findings, surgery, and pathologic results. At the same time, some special types of repeated bowel malformations were analyzed, discussed, and summarized to improve the understanding of ultrasound examination of gastrointestinal diseases in children, and show the superiority of children's abdominal intestine ultrasound. This study found that the ultrasound diagnosis of children with intestinal repetitive deformities has a high detection rate, clear images, clear anatomic levels, and clear blood flow conditions. Compared with other imaging methods, ultrasound has strong operability, real-time dynamics, strong specificity, and no radiation, and things are not easily misdiagnosed and missed. Therefore, ultrasound can be used as the preferred method for preoperative diagnosis, differential diagnosis, and postoperative follow-up review of repeated intestinal malformations in children.
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Affiliation(s)
- Yang Gao
- Department of Ultrasound, Shengli Oilfield Central Hospital, Dongying City, Shandong Province, China
| | - Na Chen
- Department of Ultrasound, Shengli Oilfield Central Hospital, Dongying City, Shandong Province, China
| | - Yuanyuan Zhong
- Department of Ultrasound, Shengli Oilfield Central Hospital, Dongying City, Shandong Province, China
| | - Wei Wang
- Department of Ultrasound, Shengli Oilfield Central Hospital, Dongying City, Shandong Province, China
| | - Xin Zhou
- Department of Ultrasound, Shengli Oilfield Central Hospital, Dongying City, Shandong Province, China
| | - Fang Shao
- Department of Ultrasound, Shengli Oilfield Central Hospital, Dongying City, Shandong Province, China
| | - Zhenxiang Lv
- Department of Ultrasound, Shengli Oilfield Central Hospital, Dongying City, Shandong Province, China
| | - Xiaohong Liang
- Department of Ultrasound, Shengli Oilfield Central Hospital, Dongying City, Shandong Province, China
| | - Ping Li
- Department of Ultrasound, Shengli Oilfield Central Hospital, Dongying City, Shandong Province, China.
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15
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Luo J, Padhi P, Jin H, Anantharam V, Zenitsky G, Wang Q, Willette AA, Kanthasamy A, Kanthasamy AG. Utilization of the CRISPR-Cas9 Gene Editing System to Dissect Neuroinflammatory and Neuropharmacological Mechanisms in Parkinson's Disease. J Neuroimmune Pharmacol 2019; 14:595-607. [PMID: 30879240 PMCID: PMC6746615 DOI: 10.1007/s11481-019-09844-3] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2019] [Accepted: 02/28/2019] [Indexed: 02/07/2023]
Abstract
Chronic and debilitating neurodegenerative diseases, such as Parkinson's disease (PD), impose an immense medical, emotional, and economic burden on patients and society. Due to a complex interaction between genetic and environmental risk factors, the etiology of PD remains elusive. However, the cumulative evidence emerging from clinical and experimental research over the last several decades has identified mitochondrial dysfunction, oxidative stress, neuroinflammation, and dysregulated protein degradation as the main drivers of PD neurodegeneration. The genome-editing system CRISPR (clustered regularly interspaced short palindromic repeats) has recently transformed the field of biotechnology and biomedical discovery and is poised to accelerate neurodegenerative disease research. It has been leveraged to generate PD animal models, such as Parkin, DJ-1, and PINK1 triple knockout miniature pigs. CRISPR has also allowed the deeper understanding of various PD gene interactions, as well as the identification of novel apoptotic pathways associated with neurodegenerative processes in PD. Furthermore, its application has been used to dissect neuroinflammatory pathways involved in PD pathogenesis, such as the PKCδ signaling pathway, as well as the roles of novel compensatory or protective pathways, such as Prokineticin-2 signaling. This review aims to highlight the historical milestones in the evolution of this technology and attempts to illustrate its transformative potential in unraveling disease mechanisms as well as in the development of innovative treatment strategies for PD. Graphical Abstract.
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Affiliation(s)
- Jie Luo
- Parkinson's Disorder Research Laboratory, Iowa Center for Advanced Neurotoxicology, Department of Biomedical Sciences, Iowa State University, Ames, IA, 50011, USA
| | - Piyush Padhi
- Parkinson's Disorder Research Laboratory, Iowa Center for Advanced Neurotoxicology, Department of Biomedical Sciences, Iowa State University, Ames, IA, 50011, USA
| | - Huajun Jin
- Parkinson's Disorder Research Laboratory, Iowa Center for Advanced Neurotoxicology, Department of Biomedical Sciences, Iowa State University, Ames, IA, 50011, USA
| | - Vellareddy Anantharam
- Parkinson's Disorder Research Laboratory, Iowa Center for Advanced Neurotoxicology, Department of Biomedical Sciences, Iowa State University, Ames, IA, 50011, USA
| | - Gary Zenitsky
- Parkinson's Disorder Research Laboratory, Iowa Center for Advanced Neurotoxicology, Department of Biomedical Sciences, Iowa State University, Ames, IA, 50011, USA
| | - Qian Wang
- Department of Food Science and Human Nutrition, Iowa State University, Ames, IA, 50011, USA
| | - Auriel A Willette
- Department of Food Science and Human Nutrition, Iowa State University, Ames, IA, 50011, USA
| | - Arthi Kanthasamy
- Parkinson's Disorder Research Laboratory, Iowa Center for Advanced Neurotoxicology, Department of Biomedical Sciences, Iowa State University, Ames, IA, 50011, USA
| | - Anumantha G Kanthasamy
- Parkinson's Disorder Research Laboratory, Iowa Center for Advanced Neurotoxicology, Department of Biomedical Sciences, Iowa State University, Ames, IA, 50011, USA.
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16
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So RWL, Chung SW, Lau HHC, Watts JJ, Gaudette E, Al-Azzawi ZAM, Bishay J, Lin LTW, Joung J, Wang X, Schmitt-Ulms G. Application of CRISPR genetic screens to investigate neurological diseases. Mol Neurodegener 2019; 14:41. [PMID: 31727120 PMCID: PMC6857349 DOI: 10.1186/s13024-019-0343-3] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2019] [Accepted: 10/31/2019] [Indexed: 12/14/2022] Open
Abstract
The adoption of CRISPR-Cas9 technology for functional genetic screens has been a transformative advance. Due to its modular nature, this technology can be customized to address a myriad of questions. To date, pooled, genome-scale studies have uncovered genes responsible for survival, proliferation, drug resistance, viral susceptibility, and many other functions. The technology has even been applied to the functional interrogation of the non-coding genome. However, applications of this technology to neurological diseases remain scarce. This shortfall motivated the assembly of a review that will hopefully help researchers moving in this direction find their footing. The emphasis here will be on design considerations and concepts underlying this methodology. We will highlight groundbreaking studies in the CRISPR-Cas9 functional genetics field and discuss strengths and limitations of this technology for neurological disease applications. Finally, we will provide practical guidance on navigating the many choices that need to be made when implementing a CRISPR-Cas9 functional genetic screen for the study of neurological diseases.
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Affiliation(s)
- Raphaella W. L. So
- Department of Laboratory Medicine & Pathobiology, University of Toronto, Medical Sciences Building, 6th Floor, 1 King’s College Circle, Toronto, Ontario M5S 1A8 Canada
- Tanz Centre for Research in Neurodegenerative Diseases, University of Toronto, Krembil Discovery Centre, 6th Floor60 Leonard Avenue, Toronto, Ontario M5T 2S8 Canada
| | - Sai Wai Chung
- Department of Laboratory Medicine & Pathobiology, University of Toronto, Medical Sciences Building, 6th Floor, 1 King’s College Circle, Toronto, Ontario M5S 1A8 Canada
| | - Heather H. C. Lau
- Department of Laboratory Medicine & Pathobiology, University of Toronto, Medical Sciences Building, 6th Floor, 1 King’s College Circle, Toronto, Ontario M5S 1A8 Canada
- Tanz Centre for Research in Neurodegenerative Diseases, University of Toronto, Krembil Discovery Centre, 6th Floor60 Leonard Avenue, Toronto, Ontario M5T 2S8 Canada
| | - Jeremy J. Watts
- Department of Pharmacology & Toxicology, University of Toronto, Medical Sciences Building, 6th Floor, 1 King’s College Circle, Toronto, Ontario M5S 1A8 Canada
| | - Erin Gaudette
- Department of Laboratory Medicine & Pathobiology, University of Toronto, Medical Sciences Building, 6th Floor, 1 King’s College Circle, Toronto, Ontario M5S 1A8 Canada
| | - Zaid A. M. Al-Azzawi
- Department of Laboratory Medicine & Pathobiology, University of Toronto, Medical Sciences Building, 6th Floor, 1 King’s College Circle, Toronto, Ontario M5S 1A8 Canada
| | - Jossana Bishay
- Department of Laboratory Medicine & Pathobiology, University of Toronto, Medical Sciences Building, 6th Floor, 1 King’s College Circle, Toronto, Ontario M5S 1A8 Canada
| | - Lilian Tsai-Wei Lin
- Department of Laboratory Medicine & Pathobiology, University of Toronto, Medical Sciences Building, 6th Floor, 1 King’s College Circle, Toronto, Ontario M5S 1A8 Canada
- Tanz Centre for Research in Neurodegenerative Diseases, University of Toronto, Krembil Discovery Centre, 6th Floor60 Leonard Avenue, Toronto, Ontario M5T 2S8 Canada
| | - Julia Joung
- Departments of Biological Engineering and Brain and Cognitive Science, and McGovern Institute for Brain Research at MIT, Cambridge, MA 02139 USA
- Broad Institute of MIT and Harvard, Cambridge, MA 02142 USA
| | - Xinzhu Wang
- Department of Laboratory Medicine & Pathobiology, University of Toronto, Medical Sciences Building, 6th Floor, 1 King’s College Circle, Toronto, Ontario M5S 1A8 Canada
- Tanz Centre for Research in Neurodegenerative Diseases, University of Toronto, Krembil Discovery Centre, 6th Floor60 Leonard Avenue, Toronto, Ontario M5T 2S8 Canada
| | - Gerold Schmitt-Ulms
- Department of Laboratory Medicine & Pathobiology, University of Toronto, Medical Sciences Building, 6th Floor, 1 King’s College Circle, Toronto, Ontario M5S 1A8 Canada
- Tanz Centre for Research in Neurodegenerative Diseases, University of Toronto, Krembil Discovery Centre, 6th Floor60 Leonard Avenue, Toronto, Ontario M5T 2S8 Canada
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17
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Rahman S, Datta M, Kim J, Jan AT. CRISPR/Cas: An intriguing genomic editing tool with prospects in treating neurodegenerative diseases. Semin Cell Dev Biol 2019; 96:22-31. [PMID: 31102655 DOI: 10.1016/j.semcdb.2019.05.014] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2019] [Revised: 05/14/2019] [Accepted: 05/14/2019] [Indexed: 01/04/2023]
Abstract
The CRISPR/Cas genome editing tool has led to a revolution in biological research. Its ability to target multiple genomic loci simultaneously allows its application in gene function and genomic manipulation studies. Its involvement in the sequence specific gene editing in different backgrounds has changed the scenario of treating genetic diseases. By unravelling the mysteries behind complex neuronal circuits, it not only paved way in understanding the pathogenesis of the disease but helped in the development of large animal models of different neuronal diseases; thereby opened the gateways of successfully treating different neuronal diseases. This review explored the possibility of using of CRISPR/Cas in engineering DNA at the embryonic stage, as well as during the functioning of different cell types in the brain, to delineate implications related to the use of this super-specialized genome editing tool to overcome various neurodegenerative diseases that arise as a result of genetic mutations.
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Affiliation(s)
- Safikur Rahman
- Department of Medical Biotechnology, Yeungnam University, Gyeongsan, 38541, Republic of Korea
| | - Manali Datta
- Amity Institute of Biotechnology, Amity University Rajasthan, 303007, India
| | - Jihoe Kim
- Department of Medical Biotechnology, Yeungnam University, Gyeongsan, 38541, Republic of Korea.
| | - Arif Tasleem Jan
- School of Biosciences and Biotechnology, Baba Ghulam Shah Badshah University, Rajouri, India.
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18
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Guaragnella N, Coyne LP, Chen XJ, Giannattasio S. Mitochondria-cytosol-nucleus crosstalk: learning from Saccharomyces cerevisiae. FEMS Yeast Res 2019; 18:5066171. [PMID: 30165482 DOI: 10.1093/femsyr/foy088] [Citation(s) in RCA: 43] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2018] [Accepted: 08/02/2018] [Indexed: 12/16/2022] Open
Abstract
Mitochondria are key cell organelles with a prominent role in both energetic metabolism and the maintenance of cellular homeostasis. Since mitochondria harbor their own genome, which encodes a limited number of proteins critical for oxidative phosphorylation and protein translation, their function and biogenesis strictly depend upon nuclear control. The yeast Saccharomyces cerevisiae has been a unique model for understanding mitochondrial DNA organization and inheritance as well as for deciphering the process of assembly of mitochondrial components. In the last three decades, yeast also provided a powerful tool for unveiling the communication network that coordinates the functions of the nucleus, the cytosol and mitochondria. This crosstalk regulates how cells respond to extra- and intracellular changes either to maintain cellular homeostasis or to activate cell death. This review is focused on the key pathways that mediate nucleus-cytosol-mitochondria communications through both transcriptional regulation and proteostatic signaling. We aim to highlight yeast that likely continues to serve as a productive model organism for mitochondrial research in the years to come.
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Affiliation(s)
- Nicoletta Guaragnella
- Institute of Biomembranes, Bioenergetics and Molecular Biotechnologies, CNR, Via Amendola 165/A, 70126 Bari, Italy
| | - Liam P Coyne
- Department of Biochemistry and Molecular Biology, State University of New York Upstate Medical University, 750 East Adams Street, Syracuse, NY 13210, USA
| | - Xin Jie Chen
- Department of Biochemistry and Molecular Biology, State University of New York Upstate Medical University, 750 East Adams Street, Syracuse, NY 13210, USA
| | - Sergio Giannattasio
- Institute of Biomembranes, Bioenergetics and Molecular Biotechnologies, CNR, Via Amendola 165/A, 70126 Bari, Italy
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19
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Adames NR, Gallegos JE, Peccoud J. Yeast genetic interaction screens in the age of CRISPR/Cas. Curr Genet 2019; 65:307-327. [PMID: 30255296 PMCID: PMC6420903 DOI: 10.1007/s00294-018-0887-8] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2018] [Revised: 09/14/2018] [Accepted: 09/18/2018] [Indexed: 12/21/2022]
Abstract
The ease of performing both forward and reverse genetics in Saccharomyces cerevisiae, along with its stable haploid state and short generation times, has made this budding yeast the consummate model eukaryote for genetics. The major advantage of using budding yeast for reverse genetics is this organism's highly efficient homology-directed repair, allowing for precise genome editing simply by introducing DNA with homology to the chromosomal target. Although plasmid- and PCR-based genome editing tools are quite efficient, they depend on rare spontaneous DNA breaks near the target sequence. Consequently, they can generate only one genomic edit at a time, and the edit must be associated with a selectable marker. However, CRISPR/Cas technology is efficient enough to permit markerless and multiplexed edits in a single step. These features have made CRISPR/Cas popular for yeast strain engineering in synthetic biology and metabolic engineering applications, but it has not been widely employed for genetic screens. In this review, we critically examine different methods to generate multi-mutant strains in systematic genetic interaction screens and discuss the potential of CRISPR/Cas to supplement or improve on these methods.
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Affiliation(s)
- Neil R Adames
- Department of Chemical and Biological Engineering, Colorado State University, Fort Collins, CO, 80523, USA
| | - Jenna E Gallegos
- Department of Chemical and Biological Engineering, Colorado State University, Fort Collins, CO, 80523, USA
| | - Jean Peccoud
- Department of Chemical and Biological Engineering, Colorado State University, Fort Collins, CO, 80523, USA.
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20
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Brave new ‘RNA’ world—advances in RNA tools and their application for understanding and engineering biological systems. ACTA ACUST UNITED AC 2019. [DOI: 10.1016/j.coisb.2019.02.005] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
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21
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Höllerhage M, Bickle M, Höglinger GU. Unbiased Screens for Modifiers of Alpha-Synuclein Toxicity. Curr Neurol Neurosci Rep 2019; 19:8. [PMID: 30739256 DOI: 10.1007/s11910-019-0925-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
PURPOSE OF REVIEW We provide an overview about unbiased screens to identify modifiers of alpha-synuclein (αSyn)-induced toxicity, present the models and the libraries that have been used for screening, and describe how hits from primary screens were selected and validated. RECENT FINDINGS Screens can be classified as either genetic or chemical compound modifier screens, but a few screens do not fit this classification. Most screens addressing αSyn-induced toxicity, including genome-wide overexpressing and deletion, were performed in yeast. More recently, newer methods such as CRISPR-Cas9 became available and were used for screening purposes. Paradoxically, given that αSyn-induced toxicity plays a role in neurological diseases, there is a shortage of human cell-based models for screening. Moreover, most screens used mutant or fluorescently tagged forms of αSyn and only very few screens investigated wild-type αSyn. Particularly, no genome-wide αSyn toxicity screen in human dopaminergic neurons has been published so far. Most unbiased screens for modifiers of αSyn toxicity were performed in yeast, and there is a lack of screens performed in human and particularly dopaminergic cells.
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Affiliation(s)
- Matthias Höllerhage
- Department of Translational Neurodegeneration, German Center for Neurodegenerative Diseases (DZNE), 81377, Munich, Germany
- Department of Neurology, Technical University of Munich (TUM), 81675, Munich, Germany
| | - Marc Bickle
- HT-Technology Development Studio, Max Planck Institute of Molecular Cell Biology and Genetics, 01307, Dresden, Germany
| | - Günter U Höglinger
- Department of Translational Neurodegeneration, German Center for Neurodegenerative Diseases (DZNE), 81377, Munich, Germany.
- Department of Neurology, Technical University of Munich (TUM), 81675, Munich, Germany.
- Munich Cluster for Systems Neurology (SyNergy), Ludwig Maximilians University (LMU), 81377, Munich, Germany.
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22
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Padilla CA, Bárcena JA, López-Grueso MJ, Requejo-Aguilar R. The regulation of TORC1 pathway by the yeast chaperones Hsp31 is mediated by SFP1 and affects proteasomal activity. Biochim Biophys Acta Gen Subj 2018; 1863:534-546. [PMID: 30578832 DOI: 10.1016/j.bbagen.2018.12.011] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2018] [Revised: 12/05/2018] [Accepted: 12/17/2018] [Indexed: 12/25/2022]
Abstract
The Saccharomyces cerevisiae heat shock proteins Hsp31-34 are members of DJ-1/ThiJ/Pfpl superfamily that includes human DJ-1 (Park7), a protein involved in heritable Parkinsonism. Although, homologs of these proteins can be found in most organisms their functions are unclear. We have carried out a quantitative proteomics analysis of yeast cells devoid of the whole set of Hsp31 family of proteins, as a model of Parkinson Disease (PD), under conditions of glucose availability and starvation. The protein profile indicates a constitutive activation of the enzyme TORC1 that makes the cells more sensitive to stress conditions. TORC1 activation prevents the cells from diauxic shift and entry into the stationary phase inducing cell death. Sfp1 stays at the helm among the several transcription factors governing the cell adaptation to Hsp31-34 deficiency. We show that Sfp1 remains mainly in the nucleus likely releasing TORC1 from inhibition by cytosolic Sfp1. Impairment of glycolysis leads to increased levels of methylglyoxal and accumulation of glycated proteins. We also show an increase in proteasome subunits in the Hsp31-34 mutant, under the control of Rpn4 transcription factor. This increase is abnormally accompanied by a decrease in proteasomal activity which could lead to accumulation of aberrant proteins and contributing to cell death.
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Affiliation(s)
- C A Padilla
- Departament of Biochemistry and Molecular Biology, University of Cordoba, 14071 Córdoba, Spain; Maimónides Biomedical Research Institute of Córdoba (IMIBIC), Avda. Menéndez Pidal s/n Córdoba, Spain
| | - J A Bárcena
- Departament of Biochemistry and Molecular Biology, University of Cordoba, 14071 Córdoba, Spain; Maimónides Biomedical Research Institute of Córdoba (IMIBIC), Avda. Menéndez Pidal s/n Córdoba, Spain
| | - M J López-Grueso
- Departament of Biochemistry and Molecular Biology, University of Cordoba, 14071 Córdoba, Spain
| | - R Requejo-Aguilar
- Departament of Biochemistry and Molecular Biology, University of Cordoba, 14071 Córdoba, Spain; Maimónides Biomedical Research Institute of Córdoba (IMIBIC), Avda. Menéndez Pidal s/n Córdoba, Spain.
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23
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Biagioni A, Laurenzana A, Margheri F, Chillà A, Fibbi G, so M. Delivery systems of CRISPR/Cas9-based cancer gene therapy. J Biol Eng 2018; 12:33. [PMID: 30574185 PMCID: PMC6299643 DOI: 10.1186/s13036-018-0127-2] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2018] [Accepted: 11/29/2018] [Indexed: 12/21/2022] Open
Abstract
CRISPR/Cas9 (Clustered Regularly Interspaced Short Palindromic Repeats) is today one of the most reliable method for gene-editing, supporting previous gene therapies technologies such as TALEN, Meganucleases and ZFNs. There is a growing up number of manuscripts reporting several successful gene-edited cancer cell lines, but the real challenge is to translate this technique to the clinical practice. While treatments for diseases based on a single gene mutation is closer, being possible to target and repair the mutant allele in a selective way generating specific guide RNAs (gRNAs), many steps need to be done to apply CRISPR to face cancer. In this review, we want to give a general overview to the recent advancements in the delivery systems of the CRISPR/Cas9 machinery in cancer therapy.
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Affiliation(s)
- Alessio Biagioni
- Department of Experimental and Clinical Biomedical Sciences, University of Florence, Viale G.B. Morgagni 50 –, 50134 Florence, Italy
| | - Anna Laurenzana
- Department of Experimental and Clinical Biomedical Sciences, University of Florence, Viale G.B. Morgagni 50 –, 50134 Florence, Italy
| | - Francesca Margheri
- Department of Experimental and Clinical Biomedical Sciences, University of Florence, Viale G.B. Morgagni 50 –, 50134 Florence, Italy
| | - Anastasia Chillà
- Department of Experimental and Clinical Biomedical Sciences, University of Florence, Viale G.B. Morgagni 50 –, 50134 Florence, Italy
| | - Gabriella Fibbi
- Department of Experimental and Clinical Biomedical Sciences, University of Florence, Viale G.B. Morgagni 50 –, 50134 Florence, Italy
| | - Mario so
- Department of Experimental and Clinical Biomedical Sciences, University of Florence, Viale G.B. Morgagni 50 –, 50134 Florence, Italy
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24
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Jankovic J. Pathogenesis-targeted therapeutic strategies in Parkinson's disease. Mov Disord 2018; 34:41-44. [PMID: 30484897 DOI: 10.1002/mds.27534] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2018] [Revised: 09/10/2018] [Accepted: 09/25/2018] [Indexed: 12/12/2022] Open
Affiliation(s)
- Joseph Jankovic
- Parkinson's Disease Center and Movement Disorders Clinic, Department of Neurology, Baylor College of Medicine, Houston, Texas, USA
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Vesikansa A. Unraveling of Central Nervous System Disease Mechanisms Using CRISPR Genome Manipulation. J Cent Nerv Syst Dis 2018; 10:1179573518787469. [PMID: 30013417 PMCID: PMC6043941 DOI: 10.1177/1179573518787469] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2018] [Accepted: 06/09/2018] [Indexed: 12/26/2022] Open
Abstract
The complex structure and highly variable gene expression profile of the brain makes it among the most challenging fields to study in both basic and translational biological research. Most of the brain diseases are multifactorial and despite the rapidly increasing genomic data, molecular pathways and causal links between genes and central nervous system (CNS) diseases are largely unknown. The advent of an easy and flexible CRISPR-Cas genome editing technology has rapidly revolutionized the field of functional genomics and opened unprecedented possibilities to dissect the mechanisms of CNS disease. CRISPR-Cas allows a plenitude of applications for both gene-focused and genome-wide approaches, ranging from original “gene scissors” making permanent modifications in the genome to the regulation of gene expression and epigenetics. CRISPR technology provides a unique opportunity to establish new cellular and animal models of CNS diseases and holds potential for breakthroughs in the CNS research and drug development.
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Affiliation(s)
- Aino Vesikansa
- Department of Veterinary Biosciences, Faculty of Veterinary Medicine, University of Helsinki, Helsinki, Finland.,Neuroscience Center, Helsinki Institute of Life Science, University of Helsinki, Helsinki, Finland
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Quadri M, Mandemakers W, Grochowska MM, Masius R, Geut H, Fabrizio E, Breedveld GJ, Kuipers D, Minneboo M, Vergouw LJM, Carreras Mascaro A, Yonova-Doing E, Simons E, Zhao T, Di Fonzo AB, Chang HC, Parchi P, Melis M, Correia Guedes L, Criscuolo C, Thomas A, Brouwer RWW, Heijsman D, Ingrassia AMT, Calandra Buonaura G, Rood JP, Capellari S, Rozemuller AJ, Sarchioto M, Fen Chien H, Vanacore N, Olgiati S, Wu-Chou YH, Yeh TH, Boon AJW, Hoogers SE, Ghazvini M, IJpma AS, van IJcken WFJ, Onofrj M, Barone P, Nicholl DJ, Puschmann A, De Mari M, Kievit AJ, Barbosa E, De Michele G, Majoor-Krakauer D, van Swieten JC, de Jong FJ, Ferreira JJ, Cossu G, Lu CS, Meco G, Cortelli P, van de Berg WDJ, Bonifati V. LRP10 genetic variants in familial Parkinson's disease and dementia with Lewy bodies: a genome-wide linkage and sequencing study. Lancet Neurol 2018; 17:597-608. [PMID: 29887161 DOI: 10.1016/s1474-4422(18)30179-0] [Citation(s) in RCA: 91] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2018] [Revised: 04/18/2018] [Accepted: 05/02/2018] [Indexed: 12/20/2022]
Abstract
BACKGROUND Most patients with Parkinson's disease, Parkinson's disease dementia, and dementia with Lewy bodies do not carry mutations in known disease-causing genes. The aim of this study was to identify a novel gene implicated in the development of these disorders. METHODS Our study was done in three stages. First, we did genome-wide linkage analysis of an Italian family with dominantly inherited Parkinson's disease to identify the disease locus. Second, we sequenced the candidate gene in an international multicentre series of unrelated probands who were diagnosed either clinically or pathologically with Parkinson's disease, Parkinson's disease dementia, or dementia with Lewy bodies. As a control, we used gene sequencing data from individuals with abdominal aortic aneurysms (who were not examined neurologically). Third, we enrolled an independent series of patients diagnosed clinically with Parkinson's disease and controls with no signs or family history of Parkinson's disease, Parkinson's disease dementia, or dementia with Lewy bodies from centres in Portugal, Sardinia, and Taiwan, and screened them for specific variants. We also did mRNA and brain pathology studies in three patients from the international multicentre series carrying disease-associated variants, and we did functional protein studies in in-vitro models, including neurons from induced pluripotent stem-like cells. FINDINGS Molecular studies were done between Jan 1, 2008, and Dec 31, 2017. In the initial kindred of ten affected Italian individuals (mean age of disease onset 59·8 years [SD 8·7]), we detected significant linkage of Parkinson's disease to chromosome 14 and nominated LRP10 as the disease-causing gene. Among the international series of 660 probands, we identified eight individuals (four with Parkinson's disease, two with Parkinson's disease dementia, and two with dementia with Lewy bodies) who carried different, rare, potentially pathogenic LRP10 variants; one carrier was found among 645 controls with abdominal aortic aneurysms. In the independent series, two of these eight variants were detected in three additional Parkinson's disease probands (two from Sardinia and one from Taiwan) but in none of the controls. Of the 11 probands from the international and independent cohorts with LRP10 variants, ten had a positive family history of disease and DNA was available from ten affected relatives (in seven of these families). The LRP10 variants were present in nine of these ten relatives, providing independent-albeit limited-evidence of co-segregation with disease. Post-mortem studies in three patients carrying distinct LRP10 variants showed severe Lewy body pathology. Of nine variants identified in total (one in the initial family and eight in stage 2), three severely affected LRP10 expression and mRNA stability (1424+5delG, 1424+5G→A, and Ala212Serfs*17, shown by cDNA analysis), four affected protein stability (Tyr307Asn, Gly603Arg, Arg235Cys, and Pro699Ser, shown by cycloheximide-chase experiments), and two affected protein localisation (Asn517del and Arg533Leu; shown by immunocytochemistry), pointing to loss of LRP10 function as a common pathogenic mechanism. INTERPRETATION Our findings implicate LRP10 gene defects in the development of inherited forms of α-synucleinopathies. Future elucidation of the function of the LRP10 protein and pathways could offer novel insights into mechanisms, biomarkers, and therapeutic targets. FUNDING Stichting ParkinsonFonds, Dorpmans-Wigmans Stichting, Erasmus Medical Center, ZonMw-Memorabel programme, EU Joint Programme Neurodegenerative Disease Research (JPND), Parkinson's UK, Avtal om Läkarutbildning och Forskning (ALF) and Parkinsonfonden (Sweden), Lijf and Leven foundation, and cross-border grant of Alzheimer Netherlands-Ligue Européene Contre la Maladie d'Alzheimer (LECMA).
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Affiliation(s)
- Marialuisa Quadri
- Department of Clinical Genetics, Erasmus Medical Center, Rotterdam, Netherlands
| | - Wim Mandemakers
- Department of Clinical Genetics, Erasmus Medical Center, Rotterdam, Netherlands
| | | | - Roy Masius
- Department of Clinical Genetics, Erasmus Medical Center, Rotterdam, Netherlands
| | - Hanneke Geut
- Department of Anatomy and Neurosciences, Section Clinical Neuroanatomy AO2
- M, Amsterdam Neuroscience, VU University Medical Center, Amsterdam, Netherlands; Netherlands Brain Bank, Netherlands Institute for Neuroscience, Amsterdam, Netherlands
| | - Edito Fabrizio
- Department of Neurological Sciences, "Sapienza" Università degli Studi di Roma, Rome, Italy
| | - Guido J Breedveld
- Department of Clinical Genetics, Erasmus Medical Center, Rotterdam, Netherlands
| | - Demy Kuipers
- Department of Clinical Genetics, Erasmus Medical Center, Rotterdam, Netherlands
| | - Michelle Minneboo
- Department of Clinical Genetics, Erasmus Medical Center, Rotterdam, Netherlands
| | - Leonie J M Vergouw
- Department of Neurology and Alzheimer Center, Erasmus Medical Center, Rotterdam, Netherlands
| | | | - Ekaterina Yonova-Doing
- Department of Clinical Genetics, Erasmus Medical Center, Rotterdam, Netherlands; Medical Research Council/British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Erik Simons
- Department of Clinical Genetics, Erasmus Medical Center, Rotterdam, Netherlands; Avans Hogeschool, Breda, Netherlands
| | - Tianna Zhao
- Department of Clinical Genetics, Erasmus Medical Center, Rotterdam, Netherlands; Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Alessio B Di Fonzo
- Department of Clinical Genetics, Erasmus Medical Center, Rotterdam, Netherlands; Dino Ferrari Centre, Neuroscience Section, Department of Pathophysiology and Transplantation (DEPT), University of Milan, Neurology Unit, IRCCS Foundation Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Hsiu-Chen Chang
- Neuroscience Research Centre, Division of Movement Disorders, Department of Neurology, Chang Gung Memorial Hospital and Chang Gung University, Taoyuan, Taiwan
| | - Piero Parchi
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Institute of Neurological Sciences of Bologna (ISBN), Bologna, Italy; Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna, Bologna, Italy
| | - Marta Melis
- Neurology Service and Stroke Unit, Brotzu General Hospital, Cagliari, Italy
| | - Leonor Correia Guedes
- Department of Neurosciences and Mental Health, Neurology, Santa Maria Hospital, Centro Hospitalar Lisboa Norte (CHLN), Lisbon, Portugal; Instituto de Medicina Molecular, Faculty of Medicine, University of Lisbon, Portugal
| | - Chiara Criscuolo
- Department of Neurosciences, Reproductive and Odontostomatological Sciences, Federico II University Naples, Naples, Italy
| | - Astrid Thomas
- Department of Neuroscience, Imaging, and Medical Sciences, Gabriele d'Annunzio University, Chieti-Pescara, Italy; Aging Research Centre, Centro di Scienze dell'invecchiamento, Gabriele d'Annunzio University Foundation, Chieti, Italy
| | | | - Daphne Heijsman
- Department of Clinical Genetics, Erasmus Medical Center, Rotterdam, Netherlands
| | - Angela M T Ingrassia
- Department of Anatomy and Neurosciences, Section Clinical Neuroanatomy AO2
- M, Amsterdam Neuroscience, VU University Medical Center, Amsterdam, Netherlands
| | - Giovanna Calandra Buonaura
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Institute of Neurological Sciences of Bologna (ISBN), Bologna, Italy; Dipartimento di Scienze Biomediche e NeuroMotorie (DIBINEM), Alma Mater Studiorum-University of Bologna, Bologna, Italy
| | - Janneke P Rood
- Department of Neurology, Erasmus Medical Center, Rotterdam, Netherlands
| | - Sabina Capellari
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Institute of Neurological Sciences of Bologna (ISBN), Bologna, Italy; UOC Clinica Neurologica, Dipartimento di Scienze Biomediche e Neuromotorie, University of Bologna, Bologna, Italy
| | - Annemieke J Rozemuller
- Department of Anatomy and Neurosciences, Section Clinical Neuroanatomy AO2
- M, Amsterdam Neuroscience, VU University Medical Center, Amsterdam, Netherlands
| | - Marianna Sarchioto
- Neurology Service and Stroke Unit, Brotzu General Hospital, Cagliari, Italy
| | - Hsin Fen Chien
- Department of Neurology, University of São Paulo, São Paulo, Brazil
| | - Nicola Vanacore
- National Centre for Disease Prevention and Health Promotion, National Institute of Health, Rome, Italy
| | - Simone Olgiati
- Department of Clinical Genetics, Erasmus Medical Center, Rotterdam, Netherlands; Bluebee, Rijswijk, Netherlands
| | - Yah-Huei Wu-Chou
- Human Molecular Genetics Laboratory, Department of Medical Research, Chang Gung Memorial Hospital and Chang Gung University, Kweishan, Taoyuan, Taiwan
| | - Tu-Hsueh Yeh
- Department of Neurology, Taipei Medical University Hospital, and School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Agnita J W Boon
- Department of Neurology, Erasmus Medical Center, Rotterdam, Netherlands
| | - Susanne E Hoogers
- Department of Neurology and Alzheimer Center, Erasmus Medical Center, Rotterdam, Netherlands
| | - Mehrnaz Ghazvini
- Department of Developmental Biology, iPS Core Facility, Erasmus Medical Center, Rotterdam, Netherlands
| | - Arne S IJpma
- Department of Clinical Genetics, Erasmus Medical Center, Rotterdam, Netherlands
| | | | - Marco Onofrj
- Department of Neuroscience, Imaging, and Medical Sciences, Gabriele d'Annunzio University, Chieti-Pescara, Italy; Aging Research Centre, Centro di Scienze dell'invecchiamento, Gabriele d'Annunzio University Foundation, Chieti, Italy
| | - Paolo Barone
- Centre for Neurodegenerative Diseases (CEMAND), Neuroscience Section, University of Salerno, Salerno, Italy
| | | | - Andreas Puschmann
- Lund University, Skane University Hospital, Department of Clinical Sciences Lund, Neurology, Lund, Sweden
| | | | - Anneke J Kievit
- Department of Clinical Genetics, Erasmus Medical Center, Rotterdam, Netherlands
| | - Egberto Barbosa
- Department of Neurology, University of São Paulo, São Paulo, Brazil
| | - Giuseppe De Michele
- Department of Neurosciences, Reproductive and Odontostomatological Sciences, Federico II University Naples, Naples, Italy
| | | | | | - Frank J de Jong
- Department of Neurology, Erasmus Medical Center, Rotterdam, Netherlands
| | - Joaquim J Ferreira
- Instituto de Medicina Molecular, Faculty of Medicine, University of Lisbon, Portugal
| | - Giovanni Cossu
- Neurology Service and Stroke Unit, Brotzu General Hospital, Cagliari, Italy
| | - Chin-Song Lu
- Neuroscience Research Centre, Division of Movement Disorders, Department of Neurology, Chang Gung Memorial Hospital and Chang Gung University, Taoyuan, Taiwan
| | - Giuseppe Meco
- Department of Neurology and Psychiatry, Research Centre for Social Diseases (CIMS), "Sapienza" Università degli Studi di Roma, Rome, Italy; Neurological Centre of Latium [Gruppo NEUROMED]) Centro Studi Clinici Malattia di Parkinson, Rome, Italy
| | - Pietro Cortelli
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Institute of Neurological Sciences of Bologna (ISBN), Bologna, Italy; Dipartimento di Scienze Biomediche e NeuroMotorie (DIBINEM), Alma Mater Studiorum-University of Bologna, Bologna, Italy
| | - Wilma D J van de Berg
- Department of Anatomy and Neurosciences, Section Clinical Neuroanatomy AO2
- M, Amsterdam Neuroscience, VU University Medical Center, Amsterdam, Netherlands
| | - Vincenzo Bonifati
- Department of Clinical Genetics, Erasmus Medical Center, Rotterdam, Netherlands.
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