51
|
Singh N, Vishwas S, Kaur A, Kaur H, Kakoty V, Khursheed R, Chaitanya MVNL, Babu MR, Awasthi A, Corrie L, Harish V, Yanadaiah P, Gupta S, Sayed AA, El-Sayed A, Ali I, Kensara OA, Ghaboura N, Gupta G, Dou AM, Algahtani M, El-Kott AF, Dua K, Singh SK, Abdel-Daim MM. Harnessing role of sesamol and its nanoformulations against neurodegenerative diseases. Biomed Pharmacother 2023; 167:115512. [PMID: 37725878 DOI: 10.1016/j.biopha.2023.115512] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Revised: 09/07/2023] [Accepted: 09/12/2023] [Indexed: 09/21/2023] Open
Abstract
Sesamol is a lignan of sesame seeds and a natural phenolic molecule that has emerged as a useful medical agent. Sesamol is a non-toxic phytoconstituent, which exerts certain valuable effects in the management of cancer, diabetes, cardiovascular diseases, neurodegenerative diseases (NDs), etc. Sesamol is known to depict its neuroprotective role by various mechanisms, such as metabolic regulators, action on oxidative stress, neuroinflammation, etc. However, its poor oral bioavailability, rapid excretion (as conjugates), and susceptibility to gastric irritation/toxicity (particularly in rats' forestomach) may restrict its effectiveness. To overcome the associated limitations, novel drug delivery system-based formulations of sesamol are emerging and being researched extensively. These can conjugate with sesamol and enhance the bioavailability and solubility of free sesamol, along with delivery at the target site. In this review, we have summarized various research works highlighting the role of sesamol on various NDs, including Alzheimer's disease, Huntington's disease, Amyotrophic lateral sclerosis, and Parkinson's disease. Moreover, the formulation strategies and neuroprotective role of sesamol-based nano-formulations have also been discussed.
Collapse
Affiliation(s)
- Navneet Singh
- School of Pharmaceutical Sciences, Lovely Professional University, Phagwara, Punjab, India
| | - Sukriti Vishwas
- School of Pharmaceutical Sciences, Lovely Professional University, Phagwara, Punjab, India
| | - Amandeep Kaur
- School of Pharmaceutical Sciences, Lovely Professional University, Phagwara, Punjab, India
| | - Harmanpreet Kaur
- School of Pharmaceutical Sciences, Lovely Professional University, Phagwara, Punjab, India
| | - Violina Kakoty
- School of Pharmaceutical Sciences, Lovely Professional University, Phagwara, Punjab, India
| | - Rubiya Khursheed
- School of Pharmaceutical Sciences, Lovely Professional University, Phagwara, Punjab, India
| | - M V N L Chaitanya
- School of Pharmaceutical Sciences, Lovely Professional University, Phagwara, Punjab, India
| | | | - Ankit Awasthi
- School of Pharmaceutical Sciences, Lovely Professional University, Phagwara, Punjab, India; Department of pharmaceutics, ISF college of Pharmacy, Moga, Punjab 142001, India
| | - Leander Corrie
- School of Pharmaceutical Sciences, Lovely Professional University, Phagwara, Punjab, India
| | - Vancha Harish
- School of Pharmaceutical Sciences, Lovely Professional University, Phagwara, Punjab, India
| | - Palakurthi Yanadaiah
- School of Pharmaceutical Sciences, Lovely Professional University, Phagwara, Punjab, India
| | - Saurabh Gupta
- Chameli Devi Institute of Pharmacy, Department of pharmacology, Khandwa Road, Village Umrikheda, Near Toll booth, Indore, Madhya Pradesh 452020, India
| | - Amany A Sayed
- Zoology Department, Faculty of Science, Cairo University, Giza 12613, Egypt
| | - Amr El-Sayed
- Department of Animal Infectious Diseases, Faculty of Veterinary medicine, Cairo University, Egypt
| | - Iftikhar Ali
- Department of Biochemistry and Cell Biology, State University of New York at Stonybrook, New York, USA
| | - Osama A Kensara
- Department of Clinical Nutrition, Faculty of Applied Medical Sciences, Umm Al-Qura University, P.O. Box 7067, Makkah 21955, Saudi Arabia
| | - Nehmat Ghaboura
- Department of Pharmacy Practice, Pharmacy Program, Batterjee Medical College, P. O. Box 6231, Jeddah 21442, Saudi Arabia
| | - Gaurav Gupta
- Center for Global Health Research, Saveetha Medical College, Saveetha Institute of Medical and Technical Sciences, Saveetha University, India; School of Pharmacy, Graphic Era Hill University, Dehradun 248007, India; School of Pharmacy, Suresh Gyan Vihar University, Mahal Road, Jagatpura 302017, Jaipur, India
| | - Ali M Dou
- Division of blood bank, Department of medical laboratories, Riyadh security forces hospital, Ministry of interior, Riyadh, Saudi Arabia
| | - Mohammad Algahtani
- Department of Laboratory & Blood Bank, Security Forces Hospital, Mecca, Saudi Arabia
| | - Attalla F El-Kott
- Department of Biology, College of Science, King Khalid University, Abha, Saudi Arabia; Department of Zoology, College of Science, Damanhour University, Egypt
| | - Kamal Dua
- Discipline of Pharmacy, Graduate School of Health, University of Technology Sydney, Ultimo, NSW 2007, Australia; Faculty of Health, Australian Research Centre in Complementary and Integrative Medicine, University of Technology Sydney, Ultimo, NSW 2007, Australia; Uttaranchal Institute of Pharmaceutical Sciences, Uttaranchal University, Dehradun, India
| | - Sachin Kumar Singh
- School of Pharmaceutical Sciences, Lovely Professional University, Phagwara, Punjab, India; Faculty of Health, Australian Research Centre in Complementary and Integrative Medicine, University of Technology Sydney, Ultimo, NSW 2007, Australia.
| | - Mohamed M Abdel-Daim
- Department of Pharmaceutical Sciences, Pharmacy Program, Batterjee Medical College, P.O. Box 6231, Jeddah 21442, Saudi Arabia; Pharmacology Department, Faculty of Veterinary Medicine, Suez Canal University, Ismailia 41522, Egypt.
| |
Collapse
|
52
|
Parker TD, Zimmerman KA, Laverse E, Bourke NJ, Graham NSN, Mallas EJ, Heslegrave A, Zetterberg H, Kemp S, Morris HR, Sharp DJ. Active elite rugby participation is associated with altered precentral cortical thickness. Brain Commun 2023; 5:fcad257. [PMID: 38025272 PMCID: PMC10667029 DOI: 10.1093/braincomms/fcad257] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 08/31/2023] [Accepted: 10/04/2023] [Indexed: 12/01/2023] Open
Abstract
There is growing concern that elite rugby participation may negatively influence brain health, but the underlying mechanisms are unclear. Cortical thickness is a widely applied biomarker of grey matter structure, but there is limited research into how it may be altered in active professional rugby players. Cross-sectional MRI data from 44 active elite rugby players, including 21 assessed within 1 week of head injury, and 47 healthy controls were analysed. We investigated how active elite rugby participation with and without sub-acute traumatic brain injury influenced grey matter structure using whole cortex and region of interest cortical thickness analyses. Relationships between cortical thickness and biomarkers of traumatic brain injury, including fractional anisotropy, plasma neurofilament light and glial fibrillary acidic protein, were also examined. In whole-cortex analyses, precentral cortical thickness in the right hemisphere was lower in rugby players compared with controls, which was due to reductions in non-injured players. Post hoc region of interest analyses showed non-injured rugby players had reduced cortical thickness in the inferior precentral sulcal thickness bilaterally (P = 0.005) and the left central sulcus (P = 0.037) relative to controls. In contrast, players in the sub-acute phase of mild traumatic brain injury had higher inferior precentral sulcal cortical thickness in the right hemisphere (P = 0.015). Plasma glial fibrillary acidic protein, a marker of astrocyte activation, was positively associated with right inferior precentral sulcal cortical thickness in injured rugby players (P = 0.0012). Elite rugby participation is associated with localized alterations in cortical thickness, specifically in sulcal motor regions. Sub-acute changes after mild traumatic brain injury are associated with evidence of astrocytic activation. The combination of cortical thickness and glial fibrillary acidic protein may be useful in understanding the pathophysiological relationship between sporting head injury and brain health.
Collapse
Affiliation(s)
- Thomas D Parker
- Department of Brain Sciences, Imperial College London, London, W12 0BZ, UK
- Dementia Research Institute Care, Research and Technology Centre, Imperial College London, London, W12 0BZ, UK
- UCL Institute of Neurology, London, WC1N 3BG, UK
| | - Karl A Zimmerman
- Department of Brain Sciences, Imperial College London, London, W12 0BZ, UK
- Dementia Research Institute Care, Research and Technology Centre, Imperial College London, London, W12 0BZ, UK
| | | | - Niall J Bourke
- Department of Brain Sciences, Imperial College London, London, W12 0BZ, UK
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, SE5 8AF, UK
| | - Neil S N Graham
- Department of Brain Sciences, Imperial College London, London, W12 0BZ, UK
- Dementia Research Institute Care, Research and Technology Centre, Imperial College London, London, W12 0BZ, UK
| | - Emma-Jane Mallas
- Department of Brain Sciences, Imperial College London, London, W12 0BZ, UK
- Dementia Research Institute Care, Research and Technology Centre, Imperial College London, London, W12 0BZ, UK
| | - Amanda Heslegrave
- UCL Institute of Neurology, London, WC1N 3BG, UK
- UK Dementia Research Institute at UCL, London, WC1N 3BG, UK
- UKDRI Fluid Biomarker Laboratory, London, WC1N 3BG, UK
| | - Henrik Zetterberg
- UCL Institute of Neurology, London, WC1N 3BG, UK
- UK Dementia Research Institute at UCL, London, WC1N 3BG, UK
- UKDRI Fluid Biomarker Laboratory, London, WC1N 3BG, UK
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy, University of Gothenburg, Mölndal, 431 41, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, 413 45, Sweden
- Hong Kong Center for Neurodegenerative Diseases, Hong Kong, China
| | - Simon Kemp
- Rugby Football Union, Twickenham Stadium, Twickenham, Middlesex TW2 7BA, UK
- London School of Hygiene and Tropical Medicine, London, WC1E 7HT, UK
| | - Huw R Morris
- UCL Institute of Neurology, London, WC1N 3BG, UK
| | - David J Sharp
- Department of Brain Sciences, Imperial College London, London, W12 0BZ, UK
- Dementia Research Institute Care, Research and Technology Centre, Imperial College London, London, W12 0BZ, UK
| |
Collapse
|
53
|
Oprisan AL, Popescu BO. Dysautonomia in Amyotrophic Lateral Sclerosis. Int J Mol Sci 2023; 24:14927. [PMID: 37834374 PMCID: PMC10573406 DOI: 10.3390/ijms241914927] [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: 07/10/2023] [Revised: 09/30/2023] [Accepted: 10/02/2023] [Indexed: 10/15/2023] Open
Abstract
Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disease, characterized in its typical presentation by a combination of lower and upper motor neuron symptoms, with a progressive course and fatal outcome. Due to increased recognition of the non-motor symptoms, it is currently considered a multisystem disorder with great heterogeneity, regarding genetical, clinical, and neuropathological features. Often underestimated, autonomic signs and symptoms have been described in patients with ALS, and various method analyses have been used to assess autonomic nervous system involvement. The aim of this paper is to offer a narrative literature review on autonomic disturbances in ALS, based on the scarce data available to date.
Collapse
Affiliation(s)
- Alexandra L Oprisan
- Department of Clinical Neurosciences, Carol Davila University of Medicine and Pharmacy, 020021 Bucharest, Romania
- Department of Neurology, Colentina Clinical Hospital, 020125 Bucharest, Romania
| | - Bogdan Ovidiu Popescu
- Department of Clinical Neurosciences, Carol Davila University of Medicine and Pharmacy, 020021 Bucharest, Romania
- Department of Neurology, Colentina Clinical Hospital, 020125 Bucharest, Romania
- Laboratory of Cell Biology, Neurosciences and Experimental Neurology, Victor Babes National Institute of Pathology, 050096 Bucharest, Romania
| |
Collapse
|
54
|
Gold ND, Mallard AJ, Hermann JC, Zeifman RJ, Pagni BA, Bogenschutz MP, Ross S. Exploring the Potential Utility of Psychedelic Therapy for Patients With Amyotrophic Lateral Sclerosis. J Palliat Med 2023; 26:1408-1418. [PMID: 37167080 DOI: 10.1089/jpm.2022.0604] [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] [Indexed: 05/13/2023] Open
Abstract
Background: Amyotrophic lateral sclerosis (ALS) is an aggressive, terminal neurodegenerative disease that causes death of motor neurons and has an average survival time of 3-4 years. ALS is the most common motor neuron degenerative disease and is increasing in prevalence. There is a pressing need for more effective ALS treatments as available pharmacotherapies do not reverse disease progression or provide substantial clinical benefit. Furthermore, despite psychological distress being highly prevalent in ALS patients, psychological treatments remain understudied. Psychedelics (i.e., serotonergic psychedelics and related compounds like ketamine) have seen a resurgence of research into therapeutic applications for treating a multitude of neuropsychiatric conditions, including psychiatric and existential distress in life-threatening illnesses. Methods: We conducted a narrative review to examine the potential of psychedelic assisted-psychotherapy (PAP) to alleviate psychiatric and psychospiritual distress in ALS. We also discussed the safety of using psychedelics in this population and proposed putative neurobiological mechanisms that may therapeutically intervene on ALS neuropathology. Results: PAP has the potential to treat psychological dimensions and may also intervene on neuropathological dimensions of ALS. Robust improvements in psychiatric and psychospiritual distress from PAP in other populations provide a strong rationale for utilizing this therapy to treat ALS-related psychiatric and existential distress. Furthermore, relevant neuroprotective properties of psychedelics warrant future preclinical trials to investigate this area in ALS models. Conclusion: PAP has the potential to serve as an effective treatment in ALS. Given the lack of effective treatment options, researchers should rigorously explore this therapy for ALS in future trials.
Collapse
Affiliation(s)
- Noah D Gold
- Department of Psychiatry, NYU Langone Center for Psychedelic Medicine, NYU Grossman School of Medicine, New York, New York, USA
| | - Austin J Mallard
- Department of Psychiatry, NYU Langone Center for Psychedelic Medicine, NYU Grossman School of Medicine, New York, New York, USA
| | - Jacob C Hermann
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Richard J Zeifman
- Department of Psychiatry, NYU Langone Center for Psychedelic Medicine, NYU Grossman School of Medicine, New York, New York, USA
| | - Broc A Pagni
- Department of Psychiatry, NYU Langone Center for Psychedelic Medicine, NYU Grossman School of Medicine, New York, New York, USA
| | - Michael P Bogenschutz
- Department of Psychiatry, NYU Langone Center for Psychedelic Medicine, NYU Grossman School of Medicine, New York, New York, USA
| | - Stephen Ross
- Department of Psychiatry, NYU Langone Center for Psychedelic Medicine, NYU Grossman School of Medicine, New York, New York, USA
| |
Collapse
|
55
|
Goutman SA, Savelieff MG, Jang DG, Hur J, Feldman EL. The amyotrophic lateral sclerosis exposome: recent advances and future directions. Nat Rev Neurol 2023; 19:617-634. [PMID: 37709948 PMCID: PMC11027963 DOI: 10.1038/s41582-023-00867-2] [Citation(s) in RCA: 28] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/08/2023] [Indexed: 09/16/2023]
Abstract
Amyotrophic lateral sclerosis (ALS) is a fatal disease of motor neuron degeneration with typical survival of only 2-5 years from diagnosis. The causes of ALS are multifactorial: known genetic mutations account for only around 70% of cases of familial ALS and 15% of sporadic cases, and heritability estimates range from 8% to 61%, indicating additional causes beyond genetics. Consequently, interest has grown in environmental contributions to ALS risk and progression. The gene-time-environment hypothesis posits that ALS onset occurs through an interaction of genes with environmental exposures during ageing. An alternative hypothesis, the multistep model of ALS, suggests that several hits, at least some of which could be environmental, are required to trigger disease onset, even in the presence of highly penetrant ALS-associated mutations. Studies have sought to characterize the ALS exposome - the lifetime accumulation of environmental exposures that increase disease risk and affect progression. Identifying the full scope of environmental toxicants that enhance ALS risk raises the prospect of preventing disease by eliminating or mitigating exposures. In this Review, we summarize the evidence for an ALS exposome, discussing the strengths and limitations of epidemiological studies that have identified contributions from various sources. We also consider potential mechanisms of exposure-mediated toxicity and suggest future directions for ALS exposome research.
Collapse
Affiliation(s)
- Stephen A Goutman
- Department of Neurology, University of Michigan, Ann Arbor, MI, USA
- NeuroNetwork for Emerging Therapies, University of Michigan, Ann Arbor, MI, USA
| | - Masha G Savelieff
- Department of Biomedical Sciences, University of North Dakota, Grand Forks, ND, USA
| | - Dae-Gyu Jang
- Department of Neurology, University of Michigan, Ann Arbor, MI, USA
- NeuroNetwork for Emerging Therapies, University of Michigan, Ann Arbor, MI, USA
| | - Junguk Hur
- Department of Biomedical Sciences, University of North Dakota, Grand Forks, ND, USA
| | - Eva L Feldman
- Department of Neurology, University of Michigan, Ann Arbor, MI, USA.
- NeuroNetwork for Emerging Therapies, University of Michigan, Ann Arbor, MI, USA.
| |
Collapse
|
56
|
Lee A, Henderson R, Arachchige BJ, Robertson T, McCombe PA. Proteomic investigation of ALS motor cortex identifies known and novel pathogenetic mechanisms. J Neurol Sci 2023; 452:120753. [PMID: 37542825 DOI: 10.1016/j.jns.2023.120753] [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: 03/28/2023] [Revised: 06/30/2023] [Accepted: 07/27/2023] [Indexed: 08/07/2023]
Abstract
The key pathological feature in ALS is death of motor neurones from the brain and spinal cord, but the molecular mechanisms underlying this degeneration remain unknown. Quantifying the motor cortex proteome in autopsy brain and comparing tissues from ALS cases and non-ALS controls is critical to understanding these mechanisms. We used Sequential Window Acquisition of All Theoretical Mass Spectra (SWATH-MS) to characterize the proteomes of the motor cortex from ALS cases (n = 8) and control subjects (n = 8). A total of 1427 proteins were identified at a critical local false discovery rate < 5%; 187 of these exhibited significant expression differences between ALS cases and controls. Of these, 91 proteins were significantly upregulated and 96 proteins were significantly downregulated. Bioinformatics analysis revealed that these proteins are involved in molecular transport, protein trafficking, free radical scavenging, lipid metabolism, cell death and survival, nucleic acid metabolism, inflammatory response or amino acid metabolism and carbohydrate metabolism. Differentially expressed proteins were subjected to pathway analysis. This revealed abnormalities in pathways involving mitochondrial function, sirtuin signaling, oxidative phosphorylation, glycolysis, phagosome maturation, SNARE signaling, redox regulation and several others. Core analysis revealed mitochondrial dysfunction to be the top canonical pathway. The top-enriched networks involved JNK activation and inhibition of AKT signaling, suggesting that disruption of these signaling pathways could lead to demise of motor neurons in the ALS motor cortex.
Collapse
Affiliation(s)
- Aven Lee
- Centre for Clinical Research, The University of Queensland, Brisbane, QLD 4029, Australia
| | - Robert Henderson
- Department of Neurology, Royal Brisbane & Women's Hospital (RBWH), Brisbane, QLD 4029, Australia
| | - Buddhika Jayakody Arachchige
- Mass Spectrometry Facility, Centre for Clinical Research, The University of Queensland, Brisbane, QLD 4029, Australia
| | - Thomas Robertson
- Pathology, Royal Brisbane & Women's Hospital, Brisbane, QLD 4029, Australia; School of Biomedical Sciences, The University of Queensland, St Lucia, QLD 4072, Australia
| | - Pamela Ann McCombe
- Centre for Clinical Research, The University of Queensland, Brisbane, QLD 4029, Australia; Wesley Medical Research, The Wesley Hospital, Auchenflower, QLD 4066, Australia.
| |
Collapse
|
57
|
Davidson JM, Wu SSL, Rayner SL, Cheng F, Duncan K, Russo C, Newbery M, Ding K, Scherer NM, Balez R, García-Redondo A, Rábano A, Rosa-Fernandes L, Ooi L, Williams KL, Morsch M, Blair IP, Di Ieva A, Yang S, Chung RS, Lee A. The E3 Ubiquitin Ligase SCF Cyclin F Promotes Sequestosome-1/p62 Insolubility and Foci Formation and is Dysregulated in ALS and FTD Pathogenesis. Mol Neurobiol 2023; 60:5034-5054. [PMID: 37243816 PMCID: PMC10415446 DOI: 10.1007/s12035-023-03355-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2022] [Accepted: 04/15/2023] [Indexed: 05/29/2023]
Abstract
Amyotrophic lateral sclerosis (ALS)- and frontotemporal dementia (FTD)-linked mutations in CCNF have been shown to cause dysregulation to protein homeostasis. CCNF encodes for cyclin F, which is part of the cyclin F-E3 ligase complex SCFcyclinF known to ubiquitylate substrates for proteasomal degradation. In this study, we identified a function of cyclin F to regulate substrate solubility and show how cyclin F mechanistically underlies ALS and FTD disease pathogenesis. We demonstrated that ALS and FTD-associated protein sequestosome-1/p62 (p62) was a canonical substrate of cyclin F which was ubiquitylated by the SCFcyclinF complex. We found that SCFcyclin F ubiquitylated p62 at lysine(K)281, and that K281 regulated the propensity of p62 to aggregate. Further, cyclin F expression promoted the aggregation of p62 into the insoluble fraction, which corresponded to an increased number of p62 foci. Notably, ALS and FTD-linked mutant cyclin F p.S621G aberrantly ubiquitylated p62, dysregulated p62 solubility in neuronal-like cells, patient-derived fibroblasts and induced pluripotent stem cells and dysregulated p62 foci formation. Consistently, motor neurons from patient spinal cord tissue exhibited increased p62 ubiquitylation. We suggest that the p.S621G mutation impairs the functions of cyclin F to promote p62 foci formation and shift p62 into the insoluble fraction, which may be associated to aberrant mutant cyclin F-mediated ubiquitylation of p62. Given that p62 dysregulation is common across the ALS and FTD spectrum, our study provides insights into p62 regulation and demonstrates that ALS and FTD-linked cyclin F mutant p.S621G can drive p62 pathogenesis associated with ALS and FTD.
Collapse
Affiliation(s)
- Jennilee M Davidson
- Centre for Motor Neuron Disease Research, Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Level 1, 75 Talavera Road, Sydney, NSW, 2109, Australia.
| | - Sharlynn S L Wu
- Centre for Motor Neuron Disease Research, Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Level 1, 75 Talavera Road, Sydney, NSW, 2109, Australia
| | - Stephanie L Rayner
- Centre for Motor Neuron Disease Research, Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Level 1, 75 Talavera Road, Sydney, NSW, 2109, Australia
| | - Flora Cheng
- Centre for Motor Neuron Disease Research, Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Level 1, 75 Talavera Road, Sydney, NSW, 2109, Australia
| | - Kimberley Duncan
- Centre for Motor Neuron Disease Research, Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Level 1, 75 Talavera Road, Sydney, NSW, 2109, Australia
| | - Carlo Russo
- Computational NeuroSurgery (CNS) Lab, Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Level 1, 75 Talavera Road, Sydney, NSW, 2109, Australia
| | - Michelle Newbery
- Illawarra Health and Medical Research Institute, Northfields Avenue, Wollongong, NSW, 2522, Australia
- School of Chemistry and Molecular Bioscience and Molecular Horizons, University of Wollongong, Northfields Avenue, Wollongong, NSW, 2522, Australia
| | - Kunjie Ding
- Centre for Motor Neuron Disease Research, Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Level 1, 75 Talavera Road, Sydney, NSW, 2109, Australia
| | - Natalie M Scherer
- Centre for Motor Neuron Disease Research, Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Level 1, 75 Talavera Road, Sydney, NSW, 2109, Australia
| | - Rachelle Balez
- Illawarra Health and Medical Research Institute, Northfields Avenue, Wollongong, NSW, 2522, Australia
- School of Chemistry and Molecular Bioscience and Molecular Horizons, University of Wollongong, Northfields Avenue, Wollongong, NSW, 2522, Australia
| | - Alberto García-Redondo
- Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER U-723), Unidad de ELA, Instituto de Investigación Hospital 12 de Octubre de Madrid, SERMAS, Madrid, Spain
| | - Alberto Rábano
- Neuropathology Department and CIEN Tissue Bank, Alzheimer's Centre Reina Sofia-CIEN Foundation, 28031, Madrid, Spain
| | - Livia Rosa-Fernandes
- Centre for Motor Neuron Disease Research, Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Level 1, 75 Talavera Road, Sydney, NSW, 2109, Australia
| | - Lezanne Ooi
- Illawarra Health and Medical Research Institute, Northfields Avenue, Wollongong, NSW, 2522, Australia
- School of Chemistry and Molecular Bioscience and Molecular Horizons, University of Wollongong, Northfields Avenue, Wollongong, NSW, 2522, Australia
| | - Kelly L Williams
- Centre for Motor Neuron Disease Research, Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Level 1, 75 Talavera Road, Sydney, NSW, 2109, Australia
| | - Marco Morsch
- Centre for Motor Neuron Disease Research, Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Level 1, 75 Talavera Road, Sydney, NSW, 2109, Australia
| | - Ian P Blair
- Centre for Motor Neuron Disease Research, Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Level 1, 75 Talavera Road, Sydney, NSW, 2109, Australia
| | - Antonio Di Ieva
- Computational NeuroSurgery (CNS) Lab, Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Level 1, 75 Talavera Road, Sydney, NSW, 2109, Australia
| | - Shu Yang
- Centre for Motor Neuron Disease Research, Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Level 1, 75 Talavera Road, Sydney, NSW, 2109, Australia
| | - Roger S Chung
- Centre for Motor Neuron Disease Research, Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Level 1, 75 Talavera Road, Sydney, NSW, 2109, Australia
| | - Albert Lee
- Centre for Motor Neuron Disease Research, Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Level 1, 75 Talavera Road, Sydney, NSW, 2109, Australia
| |
Collapse
|
58
|
Akçimen F, Lopez ER, Landers JE, Nath A, Chiò A, Chia R, Traynor BJ. Amyotrophic lateral sclerosis: translating genetic discoveries into therapies. Nat Rev Genet 2023; 24:642-658. [PMID: 37024676 PMCID: PMC10611979 DOI: 10.1038/s41576-023-00592-y] [Citation(s) in RCA: 70] [Impact Index Per Article: 35.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/23/2023] [Indexed: 04/08/2023]
Abstract
Recent advances in sequencing technologies and collaborative efforts have led to substantial progress in identifying the genetic causes of amyotrophic lateral sclerosis (ALS). This momentum has, in turn, fostered the development of putative molecular therapies. In this Review, we outline the current genetic knowledge, emphasizing recent discoveries and emerging concepts such as the implication of distinct types of mutation, variability in mutated genes in diverse genetic ancestries and gene-environment interactions. We also propose a high-level model to synthesize the interdependent effects of genetics, environmental and lifestyle factors, and ageing into a unified theory of ALS. Furthermore, we summarize the current status of therapies developed on the basis of genetic knowledge established for ALS over the past 30 years, and we discuss how developing treatments for ALS will advance our understanding of targeting other neurological diseases.
Collapse
Affiliation(s)
- Fulya Akçimen
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, MD, USA.
| | - Elia R Lopez
- Therapeutic Development Branch, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, USA
| | - John E Landers
- Department of Neurology, University of Massachusetts Medical School, Worcester, MA, USA
| | - Avindra Nath
- Section of Infections of the Nervous System, National Institute for Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Adriano Chiò
- Rita Levi Montalcini Department of Neuroscience, University of Turin, Turin, Italy
- Institute of Cognitive Sciences and Technologies, C.N.R, Rome, Italy
- Azienda Ospedaliero Universitaria Citta' della Salute e della Scienza, Turin, Italy
| | - Ruth Chia
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, MD, USA
| | - Bryan J Traynor
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, MD, USA.
- Therapeutic Development Branch, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, USA.
- Department of Neurology, Johns Hopkins University Medical Center, Baltimore, MD, USA.
| |
Collapse
|
59
|
Ludolph A, Dupuis L, Kasarskis E, Steyn F, Ngo S, McDermott C. Nutritional and metabolic factors in amyotrophic lateral sclerosis. Nat Rev Neurol 2023; 19:511-524. [PMID: 37500993 DOI: 10.1038/s41582-023-00845-8] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/21/2023] [Indexed: 07/29/2023]
Abstract
Amyotrophic lateral sclerosis (ALS) is a complex neurodegenerative disease that is classically thought to impact the motor system. Over the past 20 years, research has started to consider the contribution of non-motor symptoms and features of the disease, and how they might affect ALS prognosis. Of the non-motor features of the disease, nutritional status (for example, malnutrition) and metabolic balance (for example, weight loss and hypermetabolism) have been consistently shown to contribute to more rapid disease progression and/or earlier death. Several complex cellular changes observed in ALS, including mitochondrial dysfunction, are also starting to be shown to contribute to bioenergetic failure. The resulting energy depletion in high energy demanding neurons makes them sensitive to apoptosis. Given that nutritional and metabolic stressors at the whole-body and cellular level can impact the capacity to maintain optimal function, these factors present avenues through which we can identify novel targets for treatment in ALS. Several clinical trials are now underway evaluating the effectiveness of modifying energy balance in ALS, making this article timely in reviewing the evidence base for metabolic and nutritional interventions.
Collapse
Affiliation(s)
- Albert Ludolph
- Department of Neurology, University of Ulm, Ulm, Germany
- Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), Site Ulm, Ulm, Germany
| | - Luc Dupuis
- Université de Strasbourg, Inserm, Mécanismes Centraux et Périphériques de la Neurodégénérescence, UMR-S1118, Centre de Recherches en Biomédecine, Strasbourg, France
| | - Edward Kasarskis
- Department of Neurology, University of Kentucky, Lexington, KY, USA
| | - Frederik Steyn
- School of Biomedical Sciences, The University of Queensland, Brisbane, QLD, Australia
| | - Shyuan Ngo
- Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, Brisbane, QLD, Australia
| | | |
Collapse
|
60
|
Bayraktar E, Çiftçi V, Uysal H, Başak AN. Another de novo mutation in the SOD1 gene: the first Turkish patient with SOD1-His47Arg, a case report. Front Genet 2023; 14:1208673. [PMID: 37693322 PMCID: PMC10485270 DOI: 10.3389/fgene.2023.1208673] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Accepted: 07/27/2023] [Indexed: 09/12/2023] Open
Abstract
Amyotrophic lateral sclerosis (ALS) is a fatal, progressive neurodegenerative disease of motor neurons. Most ALS cases are considered sporadic due to the presence of a combination of environmental and complex genetic risk factors, while approximately 10% of cases have a family history. Pathogenic variants in the SOD1 gene are the second most frequent causative factor of genetics-based ALS worldwide, after C9ORF72 hexanucleotide repeat expansion. The De novo occurrence of pathogenic mutations in ALS-associated genes and its effect on disease progression have been studied previously, especially in the FUS gene. Recent studies have shown that a very small portion of SOD1 cases occurred de novo. Here, we present the first de novo case of the SOD1 His47Arg mutation in a young female patient with mild symptoms and, currently, a slow progression for 7 years.
Collapse
Affiliation(s)
- Elif Bayraktar
- Suna and İnan Kıraç Foundation, Neurodegeneration Research Laboratory (NDAL), Research Center for Translational Medicine (KUTTAM), Koç University School of Medicine, Istanbul, Türkiye
| | - Vildan Çiftçi
- Suna and İnan Kıraç Foundation, Neurodegeneration Research Laboratory (NDAL), Research Center for Translational Medicine (KUTTAM), Koç University School of Medicine, Istanbul, Türkiye
- Department of Medical Biology and Genetics, Akdeniz University, Antalya, Türkiye
| | - Hilmi Uysal
- Department of Neurology, Faculty of Medicine, Akdeniz University, Antalya, Türkiye
| | - A. Nazlı Başak
- Suna and İnan Kıraç Foundation, Neurodegeneration Research Laboratory (NDAL), Research Center for Translational Medicine (KUTTAM), Koç University School of Medicine, Istanbul, Türkiye
| |
Collapse
|
61
|
Dou J, Bakulski K, Guo K, Hur J, Zhao L, Saez-Atienzar S, Stark A, Chia R, García-Redondo A, Rojas-Garcia R, Vázquez Costa JF, Fernandez Santiago R, Bandres-Ciga S, Gómez-Garre P, Periñán MT, Mir P, Pérez-Tur J, Cardona F, Menendez-Gonzalez M, Riancho J, Borrego-Hernández D, Galán-Dávila L, Infante Ceberio J, Pastor P, Paradas C, Dols-Icardo O, Traynor BJ, Feldman EL, Goutman SA. Cumulative Genetic Score and C9orf72 Repeat Status Independently Contribute to Amyotrophic Lateral Sclerosis Risk in 2 Case-Control Studies. Neurol Genet 2023; 9:e200079. [PMID: 37293291 PMCID: PMC10245939 DOI: 10.1212/nxg.0000000000200079] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Accepted: 04/06/2023] [Indexed: 06/10/2023]
Abstract
Background and Objectives Most patients with amyotrophic lateral sclerosis (ALS) lack a monogenic mutation. This study evaluates ALS cumulative genetic risk in an independent Michigan and Spanish replication cohort using polygenic scores. Methods Participant samples from University of Michigan were genotyped and assayed for the chromosome 9 open reading frame 72 hexanucleotide expansion. Final cohort size was 219 ALS and 223 healthy controls after genotyping and participant filtering. Polygenic scores excluding the C9 region were generated using an independent ALS genome-wide association study (20,806 cases, 59,804 controls). Adjusted logistic regression and receiver operating characteristic curves evaluated the association and classification between polygenic scores and ALS status, respectively. Population attributable fractions and pathway analyses were conducted. An independent Spanish study sample (548 cases, 2,756 controls) was used for replication. Results Polygenic scores constructed from 275 single-nucleotide variation (SNV) had the best model fit in the Michigan cohort. An SD increase in ALS polygenic score associated with 1.28 (95% CI 1.04-1.57) times higher odds of ALS with area under the curve of 0.663 vs a model without the ALS polygenic score (p value = 1 × 10-6). The population attributable fraction of the highest 20th percentile of ALS polygenic scores, relative to the lowest 80th percentile, was 4.1% of ALS cases. Genes annotated to this polygenic score enriched for important ALS pathomechanisms. Meta-analysis with the Spanish study, using a harmonized 132 single nucleotide variation polygenic score, yielded similar logistic regression findings (odds ratio: 1.13, 95% CI 1.04-1.23). Discussion ALS polygenic scores can account for cumulative genetic risk in populations and reflect disease-relevant pathways. If further validated, this polygenic score will inform future ALS risk models.
Collapse
Affiliation(s)
- John Dou
- From the Department of Epidemiology (J.D., K.B.), School of Public Health, Department of Neurology (K.G., E.L.F., S.A.G.), NeuroNetwork for Emerging Therapies (K.G., E.L.F., S.A.G.), University of Michigan, Ann Arbor; Department of Biomedical Sciences (J.H.), University of North Dakota, Grand Forks; Department of Biostatistics (L.Z.), School of Public Health, University of Michigan, Ann Arbor; Neuromuscular Diseases Research Section (S.S.-A., A.S., R.C., B.J.T.), Laboratory of Neurogenetics, National Institute on Aging, NIH, Bethesda, MD; ALS Unit (A.G.-R., D.B.-H.), Instituto de Investigación Sanitaria "i + 12" del Hospital Universitario 12 de Octubre de Madrid, SERMAS, CIBERER (A.G.-R., R.R.-G., J.F.V.C., D.B.-H.), Center for Networked Biomedical Research into Rare Diseases, Madrid; Neuromuscular Disorders Unit (R.R.-G.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona; Neuromuscular Unit (J.F.V.C.), Hospital Universitario y Politécnico la Fe, IIS La Fe; Department of Medicine (J.F.V.C.), Universitat de València; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED) (R.F.S., P.G.-G., M.T.P., P.M., J.P.-T., F.C., O.D.-I.), Madrid; Lab of Parkinson's disease and Other Neurodegenerative Movement Disorders (R.F.S.), IDIBAPS-Institut d'Investigacions Biomèdiques, Barcelona; Unitat de Parkinson i Trastorns del Moviment, Servicio de Neurologia (R.F.S.), Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain; Center for Alzheimer's and Related Dementias (S.B.-C.), National Institute on Aging, Bethesda, MD; Unidad de Trastornos del Movimiento (P.G.-G., M.T.P., P.M.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC; Departamento de Medicina (P.M.), Universidad de Sevilla; Neurology and Molecular Genetics Mixed Investigation Unit (J.P.-T., F.C.), Instituto de Investigación Sanitaria La Fe, Molecular Genetics Unit (J.P.-T., F.C.), Institut de Biomedicina de València-CSIC; Department of Medicine (M.M.-G.), Universidad de Oviedo; Department of Neurology (M.M.-G.), Hospital Universitario Central de Asturias; Instituto de Investigación Sanitaria del Principado de Asturias (M.M.-G.), Oviedo, Spain; Service of Neurology (J.R.), Hospital Sierrallana, IDIVAL University of Cantabria, Torrelavega; Instituto de Investigación Marqués de Valdecilla (J.R., J.I.C.), Santander; Department of Neurology (L.G.-D.), ALS Unit, Hospital Clínico Universitario "San Carlos," Madrid; Unit of Neurodegenerative Diseases (P.P.), Department of Neurology, University Hospital Germans Trias I Pujol; Neurosciences (P.P.), The Germans Trias i Pujol Research Institute (IGTP) Badalona; Department of Neurology (C.P.), Hospital Universitario Virgen del Rocio, Sevilla; and Memory Unit (O.D.-I.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona, Spain
| | - Kelly Bakulski
- From the Department of Epidemiology (J.D., K.B.), School of Public Health, Department of Neurology (K.G., E.L.F., S.A.G.), NeuroNetwork for Emerging Therapies (K.G., E.L.F., S.A.G.), University of Michigan, Ann Arbor; Department of Biomedical Sciences (J.H.), University of North Dakota, Grand Forks; Department of Biostatistics (L.Z.), School of Public Health, University of Michigan, Ann Arbor; Neuromuscular Diseases Research Section (S.S.-A., A.S., R.C., B.J.T.), Laboratory of Neurogenetics, National Institute on Aging, NIH, Bethesda, MD; ALS Unit (A.G.-R., D.B.-H.), Instituto de Investigación Sanitaria "i + 12" del Hospital Universitario 12 de Octubre de Madrid, SERMAS, CIBERER (A.G.-R., R.R.-G., J.F.V.C., D.B.-H.), Center for Networked Biomedical Research into Rare Diseases, Madrid; Neuromuscular Disorders Unit (R.R.-G.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona; Neuromuscular Unit (J.F.V.C.), Hospital Universitario y Politécnico la Fe, IIS La Fe; Department of Medicine (J.F.V.C.), Universitat de València; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED) (R.F.S., P.G.-G., M.T.P., P.M., J.P.-T., F.C., O.D.-I.), Madrid; Lab of Parkinson's disease and Other Neurodegenerative Movement Disorders (R.F.S.), IDIBAPS-Institut d'Investigacions Biomèdiques, Barcelona; Unitat de Parkinson i Trastorns del Moviment, Servicio de Neurologia (R.F.S.), Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain; Center for Alzheimer's and Related Dementias (S.B.-C.), National Institute on Aging, Bethesda, MD; Unidad de Trastornos del Movimiento (P.G.-G., M.T.P., P.M.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC; Departamento de Medicina (P.M.), Universidad de Sevilla; Neurology and Molecular Genetics Mixed Investigation Unit (J.P.-T., F.C.), Instituto de Investigación Sanitaria La Fe, Molecular Genetics Unit (J.P.-T., F.C.), Institut de Biomedicina de València-CSIC; Department of Medicine (M.M.-G.), Universidad de Oviedo; Department of Neurology (M.M.-G.), Hospital Universitario Central de Asturias; Instituto de Investigación Sanitaria del Principado de Asturias (M.M.-G.), Oviedo, Spain; Service of Neurology (J.R.), Hospital Sierrallana, IDIVAL University of Cantabria, Torrelavega; Instituto de Investigación Marqués de Valdecilla (J.R., J.I.C.), Santander; Department of Neurology (L.G.-D.), ALS Unit, Hospital Clínico Universitario "San Carlos," Madrid; Unit of Neurodegenerative Diseases (P.P.), Department of Neurology, University Hospital Germans Trias I Pujol; Neurosciences (P.P.), The Germans Trias i Pujol Research Institute (IGTP) Badalona; Department of Neurology (C.P.), Hospital Universitario Virgen del Rocio, Sevilla; and Memory Unit (O.D.-I.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona, Spain
| | - Kai Guo
- From the Department of Epidemiology (J.D., K.B.), School of Public Health, Department of Neurology (K.G., E.L.F., S.A.G.), NeuroNetwork for Emerging Therapies (K.G., E.L.F., S.A.G.), University of Michigan, Ann Arbor; Department of Biomedical Sciences (J.H.), University of North Dakota, Grand Forks; Department of Biostatistics (L.Z.), School of Public Health, University of Michigan, Ann Arbor; Neuromuscular Diseases Research Section (S.S.-A., A.S., R.C., B.J.T.), Laboratory of Neurogenetics, National Institute on Aging, NIH, Bethesda, MD; ALS Unit (A.G.-R., D.B.-H.), Instituto de Investigación Sanitaria "i + 12" del Hospital Universitario 12 de Octubre de Madrid, SERMAS, CIBERER (A.G.-R., R.R.-G., J.F.V.C., D.B.-H.), Center for Networked Biomedical Research into Rare Diseases, Madrid; Neuromuscular Disorders Unit (R.R.-G.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona; Neuromuscular Unit (J.F.V.C.), Hospital Universitario y Politécnico la Fe, IIS La Fe; Department of Medicine (J.F.V.C.), Universitat de València; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED) (R.F.S., P.G.-G., M.T.P., P.M., J.P.-T., F.C., O.D.-I.), Madrid; Lab of Parkinson's disease and Other Neurodegenerative Movement Disorders (R.F.S.), IDIBAPS-Institut d'Investigacions Biomèdiques, Barcelona; Unitat de Parkinson i Trastorns del Moviment, Servicio de Neurologia (R.F.S.), Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain; Center for Alzheimer's and Related Dementias (S.B.-C.), National Institute on Aging, Bethesda, MD; Unidad de Trastornos del Movimiento (P.G.-G., M.T.P., P.M.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC; Departamento de Medicina (P.M.), Universidad de Sevilla; Neurology and Molecular Genetics Mixed Investigation Unit (J.P.-T., F.C.), Instituto de Investigación Sanitaria La Fe, Molecular Genetics Unit (J.P.-T., F.C.), Institut de Biomedicina de València-CSIC; Department of Medicine (M.M.-G.), Universidad de Oviedo; Department of Neurology (M.M.-G.), Hospital Universitario Central de Asturias; Instituto de Investigación Sanitaria del Principado de Asturias (M.M.-G.), Oviedo, Spain; Service of Neurology (J.R.), Hospital Sierrallana, IDIVAL University of Cantabria, Torrelavega; Instituto de Investigación Marqués de Valdecilla (J.R., J.I.C.), Santander; Department of Neurology (L.G.-D.), ALS Unit, Hospital Clínico Universitario "San Carlos," Madrid; Unit of Neurodegenerative Diseases (P.P.), Department of Neurology, University Hospital Germans Trias I Pujol; Neurosciences (P.P.), The Germans Trias i Pujol Research Institute (IGTP) Badalona; Department of Neurology (C.P.), Hospital Universitario Virgen del Rocio, Sevilla; and Memory Unit (O.D.-I.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona, Spain
| | - Junguk Hur
- From the Department of Epidemiology (J.D., K.B.), School of Public Health, Department of Neurology (K.G., E.L.F., S.A.G.), NeuroNetwork for Emerging Therapies (K.G., E.L.F., S.A.G.), University of Michigan, Ann Arbor; Department of Biomedical Sciences (J.H.), University of North Dakota, Grand Forks; Department of Biostatistics (L.Z.), School of Public Health, University of Michigan, Ann Arbor; Neuromuscular Diseases Research Section (S.S.-A., A.S., R.C., B.J.T.), Laboratory of Neurogenetics, National Institute on Aging, NIH, Bethesda, MD; ALS Unit (A.G.-R., D.B.-H.), Instituto de Investigación Sanitaria "i + 12" del Hospital Universitario 12 de Octubre de Madrid, SERMAS, CIBERER (A.G.-R., R.R.-G., J.F.V.C., D.B.-H.), Center for Networked Biomedical Research into Rare Diseases, Madrid; Neuromuscular Disorders Unit (R.R.-G.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona; Neuromuscular Unit (J.F.V.C.), Hospital Universitario y Politécnico la Fe, IIS La Fe; Department of Medicine (J.F.V.C.), Universitat de València; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED) (R.F.S., P.G.-G., M.T.P., P.M., J.P.-T., F.C., O.D.-I.), Madrid; Lab of Parkinson's disease and Other Neurodegenerative Movement Disorders (R.F.S.), IDIBAPS-Institut d'Investigacions Biomèdiques, Barcelona; Unitat de Parkinson i Trastorns del Moviment, Servicio de Neurologia (R.F.S.), Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain; Center for Alzheimer's and Related Dementias (S.B.-C.), National Institute on Aging, Bethesda, MD; Unidad de Trastornos del Movimiento (P.G.-G., M.T.P., P.M.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC; Departamento de Medicina (P.M.), Universidad de Sevilla; Neurology and Molecular Genetics Mixed Investigation Unit (J.P.-T., F.C.), Instituto de Investigación Sanitaria La Fe, Molecular Genetics Unit (J.P.-T., F.C.), Institut de Biomedicina de València-CSIC; Department of Medicine (M.M.-G.), Universidad de Oviedo; Department of Neurology (M.M.-G.), Hospital Universitario Central de Asturias; Instituto de Investigación Sanitaria del Principado de Asturias (M.M.-G.), Oviedo, Spain; Service of Neurology (J.R.), Hospital Sierrallana, IDIVAL University of Cantabria, Torrelavega; Instituto de Investigación Marqués de Valdecilla (J.R., J.I.C.), Santander; Department of Neurology (L.G.-D.), ALS Unit, Hospital Clínico Universitario "San Carlos," Madrid; Unit of Neurodegenerative Diseases (P.P.), Department of Neurology, University Hospital Germans Trias I Pujol; Neurosciences (P.P.), The Germans Trias i Pujol Research Institute (IGTP) Badalona; Department of Neurology (C.P.), Hospital Universitario Virgen del Rocio, Sevilla; and Memory Unit (O.D.-I.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona, Spain
| | - Lili Zhao
- From the Department of Epidemiology (J.D., K.B.), School of Public Health, Department of Neurology (K.G., E.L.F., S.A.G.), NeuroNetwork for Emerging Therapies (K.G., E.L.F., S.A.G.), University of Michigan, Ann Arbor; Department of Biomedical Sciences (J.H.), University of North Dakota, Grand Forks; Department of Biostatistics (L.Z.), School of Public Health, University of Michigan, Ann Arbor; Neuromuscular Diseases Research Section (S.S.-A., A.S., R.C., B.J.T.), Laboratory of Neurogenetics, National Institute on Aging, NIH, Bethesda, MD; ALS Unit (A.G.-R., D.B.-H.), Instituto de Investigación Sanitaria "i + 12" del Hospital Universitario 12 de Octubre de Madrid, SERMAS, CIBERER (A.G.-R., R.R.-G., J.F.V.C., D.B.-H.), Center for Networked Biomedical Research into Rare Diseases, Madrid; Neuromuscular Disorders Unit (R.R.-G.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona; Neuromuscular Unit (J.F.V.C.), Hospital Universitario y Politécnico la Fe, IIS La Fe; Department of Medicine (J.F.V.C.), Universitat de València; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED) (R.F.S., P.G.-G., M.T.P., P.M., J.P.-T., F.C., O.D.-I.), Madrid; Lab of Parkinson's disease and Other Neurodegenerative Movement Disorders (R.F.S.), IDIBAPS-Institut d'Investigacions Biomèdiques, Barcelona; Unitat de Parkinson i Trastorns del Moviment, Servicio de Neurologia (R.F.S.), Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain; Center for Alzheimer's and Related Dementias (S.B.-C.), National Institute on Aging, Bethesda, MD; Unidad de Trastornos del Movimiento (P.G.-G., M.T.P., P.M.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC; Departamento de Medicina (P.M.), Universidad de Sevilla; Neurology and Molecular Genetics Mixed Investigation Unit (J.P.-T., F.C.), Instituto de Investigación Sanitaria La Fe, Molecular Genetics Unit (J.P.-T., F.C.), Institut de Biomedicina de València-CSIC; Department of Medicine (M.M.-G.), Universidad de Oviedo; Department of Neurology (M.M.-G.), Hospital Universitario Central de Asturias; Instituto de Investigación Sanitaria del Principado de Asturias (M.M.-G.), Oviedo, Spain; Service of Neurology (J.R.), Hospital Sierrallana, IDIVAL University of Cantabria, Torrelavega; Instituto de Investigación Marqués de Valdecilla (J.R., J.I.C.), Santander; Department of Neurology (L.G.-D.), ALS Unit, Hospital Clínico Universitario "San Carlos," Madrid; Unit of Neurodegenerative Diseases (P.P.), Department of Neurology, University Hospital Germans Trias I Pujol; Neurosciences (P.P.), The Germans Trias i Pujol Research Institute (IGTP) Badalona; Department of Neurology (C.P.), Hospital Universitario Virgen del Rocio, Sevilla; and Memory Unit (O.D.-I.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona, Spain
| | - Sara Saez-Atienzar
- From the Department of Epidemiology (J.D., K.B.), School of Public Health, Department of Neurology (K.G., E.L.F., S.A.G.), NeuroNetwork for Emerging Therapies (K.G., E.L.F., S.A.G.), University of Michigan, Ann Arbor; Department of Biomedical Sciences (J.H.), University of North Dakota, Grand Forks; Department of Biostatistics (L.Z.), School of Public Health, University of Michigan, Ann Arbor; Neuromuscular Diseases Research Section (S.S.-A., A.S., R.C., B.J.T.), Laboratory of Neurogenetics, National Institute on Aging, NIH, Bethesda, MD; ALS Unit (A.G.-R., D.B.-H.), Instituto de Investigación Sanitaria "i + 12" del Hospital Universitario 12 de Octubre de Madrid, SERMAS, CIBERER (A.G.-R., R.R.-G., J.F.V.C., D.B.-H.), Center for Networked Biomedical Research into Rare Diseases, Madrid; Neuromuscular Disorders Unit (R.R.-G.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona; Neuromuscular Unit (J.F.V.C.), Hospital Universitario y Politécnico la Fe, IIS La Fe; Department of Medicine (J.F.V.C.), Universitat de València; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED) (R.F.S., P.G.-G., M.T.P., P.M., J.P.-T., F.C., O.D.-I.), Madrid; Lab of Parkinson's disease and Other Neurodegenerative Movement Disorders (R.F.S.), IDIBAPS-Institut d'Investigacions Biomèdiques, Barcelona; Unitat de Parkinson i Trastorns del Moviment, Servicio de Neurologia (R.F.S.), Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain; Center for Alzheimer's and Related Dementias (S.B.-C.), National Institute on Aging, Bethesda, MD; Unidad de Trastornos del Movimiento (P.G.-G., M.T.P., P.M.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC; Departamento de Medicina (P.M.), Universidad de Sevilla; Neurology and Molecular Genetics Mixed Investigation Unit (J.P.-T., F.C.), Instituto de Investigación Sanitaria La Fe, Molecular Genetics Unit (J.P.-T., F.C.), Institut de Biomedicina de València-CSIC; Department of Medicine (M.M.-G.), Universidad de Oviedo; Department of Neurology (M.M.-G.), Hospital Universitario Central de Asturias; Instituto de Investigación Sanitaria del Principado de Asturias (M.M.-G.), Oviedo, Spain; Service of Neurology (J.R.), Hospital Sierrallana, IDIVAL University of Cantabria, Torrelavega; Instituto de Investigación Marqués de Valdecilla (J.R., J.I.C.), Santander; Department of Neurology (L.G.-D.), ALS Unit, Hospital Clínico Universitario "San Carlos," Madrid; Unit of Neurodegenerative Diseases (P.P.), Department of Neurology, University Hospital Germans Trias I Pujol; Neurosciences (P.P.), The Germans Trias i Pujol Research Institute (IGTP) Badalona; Department of Neurology (C.P.), Hospital Universitario Virgen del Rocio, Sevilla; and Memory Unit (O.D.-I.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona, Spain
| | - Ali Stark
- From the Department of Epidemiology (J.D., K.B.), School of Public Health, Department of Neurology (K.G., E.L.F., S.A.G.), NeuroNetwork for Emerging Therapies (K.G., E.L.F., S.A.G.), University of Michigan, Ann Arbor; Department of Biomedical Sciences (J.H.), University of North Dakota, Grand Forks; Department of Biostatistics (L.Z.), School of Public Health, University of Michigan, Ann Arbor; Neuromuscular Diseases Research Section (S.S.-A., A.S., R.C., B.J.T.), Laboratory of Neurogenetics, National Institute on Aging, NIH, Bethesda, MD; ALS Unit (A.G.-R., D.B.-H.), Instituto de Investigación Sanitaria "i + 12" del Hospital Universitario 12 de Octubre de Madrid, SERMAS, CIBERER (A.G.-R., R.R.-G., J.F.V.C., D.B.-H.), Center for Networked Biomedical Research into Rare Diseases, Madrid; Neuromuscular Disorders Unit (R.R.-G.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona; Neuromuscular Unit (J.F.V.C.), Hospital Universitario y Politécnico la Fe, IIS La Fe; Department of Medicine (J.F.V.C.), Universitat de València; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED) (R.F.S., P.G.-G., M.T.P., P.M., J.P.-T., F.C., O.D.-I.), Madrid; Lab of Parkinson's disease and Other Neurodegenerative Movement Disorders (R.F.S.), IDIBAPS-Institut d'Investigacions Biomèdiques, Barcelona; Unitat de Parkinson i Trastorns del Moviment, Servicio de Neurologia (R.F.S.), Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain; Center for Alzheimer's and Related Dementias (S.B.-C.), National Institute on Aging, Bethesda, MD; Unidad de Trastornos del Movimiento (P.G.-G., M.T.P., P.M.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC; Departamento de Medicina (P.M.), Universidad de Sevilla; Neurology and Molecular Genetics Mixed Investigation Unit (J.P.-T., F.C.), Instituto de Investigación Sanitaria La Fe, Molecular Genetics Unit (J.P.-T., F.C.), Institut de Biomedicina de València-CSIC; Department of Medicine (M.M.-G.), Universidad de Oviedo; Department of Neurology (M.M.-G.), Hospital Universitario Central de Asturias; Instituto de Investigación Sanitaria del Principado de Asturias (M.M.-G.), Oviedo, Spain; Service of Neurology (J.R.), Hospital Sierrallana, IDIVAL University of Cantabria, Torrelavega; Instituto de Investigación Marqués de Valdecilla (J.R., J.I.C.), Santander; Department of Neurology (L.G.-D.), ALS Unit, Hospital Clínico Universitario "San Carlos," Madrid; Unit of Neurodegenerative Diseases (P.P.), Department of Neurology, University Hospital Germans Trias I Pujol; Neurosciences (P.P.), The Germans Trias i Pujol Research Institute (IGTP) Badalona; Department of Neurology (C.P.), Hospital Universitario Virgen del Rocio, Sevilla; and Memory Unit (O.D.-I.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona, Spain
| | - Ruth Chia
- From the Department of Epidemiology (J.D., K.B.), School of Public Health, Department of Neurology (K.G., E.L.F., S.A.G.), NeuroNetwork for Emerging Therapies (K.G., E.L.F., S.A.G.), University of Michigan, Ann Arbor; Department of Biomedical Sciences (J.H.), University of North Dakota, Grand Forks; Department of Biostatistics (L.Z.), School of Public Health, University of Michigan, Ann Arbor; Neuromuscular Diseases Research Section (S.S.-A., A.S., R.C., B.J.T.), Laboratory of Neurogenetics, National Institute on Aging, NIH, Bethesda, MD; ALS Unit (A.G.-R., D.B.-H.), Instituto de Investigación Sanitaria "i + 12" del Hospital Universitario 12 de Octubre de Madrid, SERMAS, CIBERER (A.G.-R., R.R.-G., J.F.V.C., D.B.-H.), Center for Networked Biomedical Research into Rare Diseases, Madrid; Neuromuscular Disorders Unit (R.R.-G.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona; Neuromuscular Unit (J.F.V.C.), Hospital Universitario y Politécnico la Fe, IIS La Fe; Department of Medicine (J.F.V.C.), Universitat de València; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED) (R.F.S., P.G.-G., M.T.P., P.M., J.P.-T., F.C., O.D.-I.), Madrid; Lab of Parkinson's disease and Other Neurodegenerative Movement Disorders (R.F.S.), IDIBAPS-Institut d'Investigacions Biomèdiques, Barcelona; Unitat de Parkinson i Trastorns del Moviment, Servicio de Neurologia (R.F.S.), Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain; Center for Alzheimer's and Related Dementias (S.B.-C.), National Institute on Aging, Bethesda, MD; Unidad de Trastornos del Movimiento (P.G.-G., M.T.P., P.M.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC; Departamento de Medicina (P.M.), Universidad de Sevilla; Neurology and Molecular Genetics Mixed Investigation Unit (J.P.-T., F.C.), Instituto de Investigación Sanitaria La Fe, Molecular Genetics Unit (J.P.-T., F.C.), Institut de Biomedicina de València-CSIC; Department of Medicine (M.M.-G.), Universidad de Oviedo; Department of Neurology (M.M.-G.), Hospital Universitario Central de Asturias; Instituto de Investigación Sanitaria del Principado de Asturias (M.M.-G.), Oviedo, Spain; Service of Neurology (J.R.), Hospital Sierrallana, IDIVAL University of Cantabria, Torrelavega; Instituto de Investigación Marqués de Valdecilla (J.R., J.I.C.), Santander; Department of Neurology (L.G.-D.), ALS Unit, Hospital Clínico Universitario "San Carlos," Madrid; Unit of Neurodegenerative Diseases (P.P.), Department of Neurology, University Hospital Germans Trias I Pujol; Neurosciences (P.P.), The Germans Trias i Pujol Research Institute (IGTP) Badalona; Department of Neurology (C.P.), Hospital Universitario Virgen del Rocio, Sevilla; and Memory Unit (O.D.-I.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona, Spain
| | - Alberto García-Redondo
- From the Department of Epidemiology (J.D., K.B.), School of Public Health, Department of Neurology (K.G., E.L.F., S.A.G.), NeuroNetwork for Emerging Therapies (K.G., E.L.F., S.A.G.), University of Michigan, Ann Arbor; Department of Biomedical Sciences (J.H.), University of North Dakota, Grand Forks; Department of Biostatistics (L.Z.), School of Public Health, University of Michigan, Ann Arbor; Neuromuscular Diseases Research Section (S.S.-A., A.S., R.C., B.J.T.), Laboratory of Neurogenetics, National Institute on Aging, NIH, Bethesda, MD; ALS Unit (A.G.-R., D.B.-H.), Instituto de Investigación Sanitaria "i + 12" del Hospital Universitario 12 de Octubre de Madrid, SERMAS, CIBERER (A.G.-R., R.R.-G., J.F.V.C., D.B.-H.), Center for Networked Biomedical Research into Rare Diseases, Madrid; Neuromuscular Disorders Unit (R.R.-G.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona; Neuromuscular Unit (J.F.V.C.), Hospital Universitario y Politécnico la Fe, IIS La Fe; Department of Medicine (J.F.V.C.), Universitat de València; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED) (R.F.S., P.G.-G., M.T.P., P.M., J.P.-T., F.C., O.D.-I.), Madrid; Lab of Parkinson's disease and Other Neurodegenerative Movement Disorders (R.F.S.), IDIBAPS-Institut d'Investigacions Biomèdiques, Barcelona; Unitat de Parkinson i Trastorns del Moviment, Servicio de Neurologia (R.F.S.), Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain; Center for Alzheimer's and Related Dementias (S.B.-C.), National Institute on Aging, Bethesda, MD; Unidad de Trastornos del Movimiento (P.G.-G., M.T.P., P.M.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC; Departamento de Medicina (P.M.), Universidad de Sevilla; Neurology and Molecular Genetics Mixed Investigation Unit (J.P.-T., F.C.), Instituto de Investigación Sanitaria La Fe, Molecular Genetics Unit (J.P.-T., F.C.), Institut de Biomedicina de València-CSIC; Department of Medicine (M.M.-G.), Universidad de Oviedo; Department of Neurology (M.M.-G.), Hospital Universitario Central de Asturias; Instituto de Investigación Sanitaria del Principado de Asturias (M.M.-G.), Oviedo, Spain; Service of Neurology (J.R.), Hospital Sierrallana, IDIVAL University of Cantabria, Torrelavega; Instituto de Investigación Marqués de Valdecilla (J.R., J.I.C.), Santander; Department of Neurology (L.G.-D.), ALS Unit, Hospital Clínico Universitario "San Carlos," Madrid; Unit of Neurodegenerative Diseases (P.P.), Department of Neurology, University Hospital Germans Trias I Pujol; Neurosciences (P.P.), The Germans Trias i Pujol Research Institute (IGTP) Badalona; Department of Neurology (C.P.), Hospital Universitario Virgen del Rocio, Sevilla; and Memory Unit (O.D.-I.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona, Spain
| | - Ricardo Rojas-Garcia
- From the Department of Epidemiology (J.D., K.B.), School of Public Health, Department of Neurology (K.G., E.L.F., S.A.G.), NeuroNetwork for Emerging Therapies (K.G., E.L.F., S.A.G.), University of Michigan, Ann Arbor; Department of Biomedical Sciences (J.H.), University of North Dakota, Grand Forks; Department of Biostatistics (L.Z.), School of Public Health, University of Michigan, Ann Arbor; Neuromuscular Diseases Research Section (S.S.-A., A.S., R.C., B.J.T.), Laboratory of Neurogenetics, National Institute on Aging, NIH, Bethesda, MD; ALS Unit (A.G.-R., D.B.-H.), Instituto de Investigación Sanitaria "i + 12" del Hospital Universitario 12 de Octubre de Madrid, SERMAS, CIBERER (A.G.-R., R.R.-G., J.F.V.C., D.B.-H.), Center for Networked Biomedical Research into Rare Diseases, Madrid; Neuromuscular Disorders Unit (R.R.-G.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona; Neuromuscular Unit (J.F.V.C.), Hospital Universitario y Politécnico la Fe, IIS La Fe; Department of Medicine (J.F.V.C.), Universitat de València; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED) (R.F.S., P.G.-G., M.T.P., P.M., J.P.-T., F.C., O.D.-I.), Madrid; Lab of Parkinson's disease and Other Neurodegenerative Movement Disorders (R.F.S.), IDIBAPS-Institut d'Investigacions Biomèdiques, Barcelona; Unitat de Parkinson i Trastorns del Moviment, Servicio de Neurologia (R.F.S.), Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain; Center for Alzheimer's and Related Dementias (S.B.-C.), National Institute on Aging, Bethesda, MD; Unidad de Trastornos del Movimiento (P.G.-G., M.T.P., P.M.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC; Departamento de Medicina (P.M.), Universidad de Sevilla; Neurology and Molecular Genetics Mixed Investigation Unit (J.P.-T., F.C.), Instituto de Investigación Sanitaria La Fe, Molecular Genetics Unit (J.P.-T., F.C.), Institut de Biomedicina de València-CSIC; Department of Medicine (M.M.-G.), Universidad de Oviedo; Department of Neurology (M.M.-G.), Hospital Universitario Central de Asturias; Instituto de Investigación Sanitaria del Principado de Asturias (M.M.-G.), Oviedo, Spain; Service of Neurology (J.R.), Hospital Sierrallana, IDIVAL University of Cantabria, Torrelavega; Instituto de Investigación Marqués de Valdecilla (J.R., J.I.C.), Santander; Department of Neurology (L.G.-D.), ALS Unit, Hospital Clínico Universitario "San Carlos," Madrid; Unit of Neurodegenerative Diseases (P.P.), Department of Neurology, University Hospital Germans Trias I Pujol; Neurosciences (P.P.), The Germans Trias i Pujol Research Institute (IGTP) Badalona; Department of Neurology (C.P.), Hospital Universitario Virgen del Rocio, Sevilla; and Memory Unit (O.D.-I.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona, Spain
| | - Juan Francisco Vázquez Costa
- From the Department of Epidemiology (J.D., K.B.), School of Public Health, Department of Neurology (K.G., E.L.F., S.A.G.), NeuroNetwork for Emerging Therapies (K.G., E.L.F., S.A.G.), University of Michigan, Ann Arbor; Department of Biomedical Sciences (J.H.), University of North Dakota, Grand Forks; Department of Biostatistics (L.Z.), School of Public Health, University of Michigan, Ann Arbor; Neuromuscular Diseases Research Section (S.S.-A., A.S., R.C., B.J.T.), Laboratory of Neurogenetics, National Institute on Aging, NIH, Bethesda, MD; ALS Unit (A.G.-R., D.B.-H.), Instituto de Investigación Sanitaria "i + 12" del Hospital Universitario 12 de Octubre de Madrid, SERMAS, CIBERER (A.G.-R., R.R.-G., J.F.V.C., D.B.-H.), Center for Networked Biomedical Research into Rare Diseases, Madrid; Neuromuscular Disorders Unit (R.R.-G.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona; Neuromuscular Unit (J.F.V.C.), Hospital Universitario y Politécnico la Fe, IIS La Fe; Department of Medicine (J.F.V.C.), Universitat de València; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED) (R.F.S., P.G.-G., M.T.P., P.M., J.P.-T., F.C., O.D.-I.), Madrid; Lab of Parkinson's disease and Other Neurodegenerative Movement Disorders (R.F.S.), IDIBAPS-Institut d'Investigacions Biomèdiques, Barcelona; Unitat de Parkinson i Trastorns del Moviment, Servicio de Neurologia (R.F.S.), Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain; Center for Alzheimer's and Related Dementias (S.B.-C.), National Institute on Aging, Bethesda, MD; Unidad de Trastornos del Movimiento (P.G.-G., M.T.P., P.M.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC; Departamento de Medicina (P.M.), Universidad de Sevilla; Neurology and Molecular Genetics Mixed Investigation Unit (J.P.-T., F.C.), Instituto de Investigación Sanitaria La Fe, Molecular Genetics Unit (J.P.-T., F.C.), Institut de Biomedicina de València-CSIC; Department of Medicine (M.M.-G.), Universidad de Oviedo; Department of Neurology (M.M.-G.), Hospital Universitario Central de Asturias; Instituto de Investigación Sanitaria del Principado de Asturias (M.M.-G.), Oviedo, Spain; Service of Neurology (J.R.), Hospital Sierrallana, IDIVAL University of Cantabria, Torrelavega; Instituto de Investigación Marqués de Valdecilla (J.R., J.I.C.), Santander; Department of Neurology (L.G.-D.), ALS Unit, Hospital Clínico Universitario "San Carlos," Madrid; Unit of Neurodegenerative Diseases (P.P.), Department of Neurology, University Hospital Germans Trias I Pujol; Neurosciences (P.P.), The Germans Trias i Pujol Research Institute (IGTP) Badalona; Department of Neurology (C.P.), Hospital Universitario Virgen del Rocio, Sevilla; and Memory Unit (O.D.-I.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona, Spain
| | - Ruben Fernandez Santiago
- From the Department of Epidemiology (J.D., K.B.), School of Public Health, Department of Neurology (K.G., E.L.F., S.A.G.), NeuroNetwork for Emerging Therapies (K.G., E.L.F., S.A.G.), University of Michigan, Ann Arbor; Department of Biomedical Sciences (J.H.), University of North Dakota, Grand Forks; Department of Biostatistics (L.Z.), School of Public Health, University of Michigan, Ann Arbor; Neuromuscular Diseases Research Section (S.S.-A., A.S., R.C., B.J.T.), Laboratory of Neurogenetics, National Institute on Aging, NIH, Bethesda, MD; ALS Unit (A.G.-R., D.B.-H.), Instituto de Investigación Sanitaria "i + 12" del Hospital Universitario 12 de Octubre de Madrid, SERMAS, CIBERER (A.G.-R., R.R.-G., J.F.V.C., D.B.-H.), Center for Networked Biomedical Research into Rare Diseases, Madrid; Neuromuscular Disorders Unit (R.R.-G.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona; Neuromuscular Unit (J.F.V.C.), Hospital Universitario y Politécnico la Fe, IIS La Fe; Department of Medicine (J.F.V.C.), Universitat de València; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED) (R.F.S., P.G.-G., M.T.P., P.M., J.P.-T., F.C., O.D.-I.), Madrid; Lab of Parkinson's disease and Other Neurodegenerative Movement Disorders (R.F.S.), IDIBAPS-Institut d'Investigacions Biomèdiques, Barcelona; Unitat de Parkinson i Trastorns del Moviment, Servicio de Neurologia (R.F.S.), Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain; Center for Alzheimer's and Related Dementias (S.B.-C.), National Institute on Aging, Bethesda, MD; Unidad de Trastornos del Movimiento (P.G.-G., M.T.P., P.M.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC; Departamento de Medicina (P.M.), Universidad de Sevilla; Neurology and Molecular Genetics Mixed Investigation Unit (J.P.-T., F.C.), Instituto de Investigación Sanitaria La Fe, Molecular Genetics Unit (J.P.-T., F.C.), Institut de Biomedicina de València-CSIC; Department of Medicine (M.M.-G.), Universidad de Oviedo; Department of Neurology (M.M.-G.), Hospital Universitario Central de Asturias; Instituto de Investigación Sanitaria del Principado de Asturias (M.M.-G.), Oviedo, Spain; Service of Neurology (J.R.), Hospital Sierrallana, IDIVAL University of Cantabria, Torrelavega; Instituto de Investigación Marqués de Valdecilla (J.R., J.I.C.), Santander; Department of Neurology (L.G.-D.), ALS Unit, Hospital Clínico Universitario "San Carlos," Madrid; Unit of Neurodegenerative Diseases (P.P.), Department of Neurology, University Hospital Germans Trias I Pujol; Neurosciences (P.P.), The Germans Trias i Pujol Research Institute (IGTP) Badalona; Department of Neurology (C.P.), Hospital Universitario Virgen del Rocio, Sevilla; and Memory Unit (O.D.-I.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona, Spain
| | - Sara Bandres-Ciga
- From the Department of Epidemiology (J.D., K.B.), School of Public Health, Department of Neurology (K.G., E.L.F., S.A.G.), NeuroNetwork for Emerging Therapies (K.G., E.L.F., S.A.G.), University of Michigan, Ann Arbor; Department of Biomedical Sciences (J.H.), University of North Dakota, Grand Forks; Department of Biostatistics (L.Z.), School of Public Health, University of Michigan, Ann Arbor; Neuromuscular Diseases Research Section (S.S.-A., A.S., R.C., B.J.T.), Laboratory of Neurogenetics, National Institute on Aging, NIH, Bethesda, MD; ALS Unit (A.G.-R., D.B.-H.), Instituto de Investigación Sanitaria "i + 12" del Hospital Universitario 12 de Octubre de Madrid, SERMAS, CIBERER (A.G.-R., R.R.-G., J.F.V.C., D.B.-H.), Center for Networked Biomedical Research into Rare Diseases, Madrid; Neuromuscular Disorders Unit (R.R.-G.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona; Neuromuscular Unit (J.F.V.C.), Hospital Universitario y Politécnico la Fe, IIS La Fe; Department of Medicine (J.F.V.C.), Universitat de València; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED) (R.F.S., P.G.-G., M.T.P., P.M., J.P.-T., F.C., O.D.-I.), Madrid; Lab of Parkinson's disease and Other Neurodegenerative Movement Disorders (R.F.S.), IDIBAPS-Institut d'Investigacions Biomèdiques, Barcelona; Unitat de Parkinson i Trastorns del Moviment, Servicio de Neurologia (R.F.S.), Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain; Center for Alzheimer's and Related Dementias (S.B.-C.), National Institute on Aging, Bethesda, MD; Unidad de Trastornos del Movimiento (P.G.-G., M.T.P., P.M.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC; Departamento de Medicina (P.M.), Universidad de Sevilla; Neurology and Molecular Genetics Mixed Investigation Unit (J.P.-T., F.C.), Instituto de Investigación Sanitaria La Fe, Molecular Genetics Unit (J.P.-T., F.C.), Institut de Biomedicina de València-CSIC; Department of Medicine (M.M.-G.), Universidad de Oviedo; Department of Neurology (M.M.-G.), Hospital Universitario Central de Asturias; Instituto de Investigación Sanitaria del Principado de Asturias (M.M.-G.), Oviedo, Spain; Service of Neurology (J.R.), Hospital Sierrallana, IDIVAL University of Cantabria, Torrelavega; Instituto de Investigación Marqués de Valdecilla (J.R., J.I.C.), Santander; Department of Neurology (L.G.-D.), ALS Unit, Hospital Clínico Universitario "San Carlos," Madrid; Unit of Neurodegenerative Diseases (P.P.), Department of Neurology, University Hospital Germans Trias I Pujol; Neurosciences (P.P.), The Germans Trias i Pujol Research Institute (IGTP) Badalona; Department of Neurology (C.P.), Hospital Universitario Virgen del Rocio, Sevilla; and Memory Unit (O.D.-I.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona, Spain
| | - Pilar Gómez-Garre
- From the Department of Epidemiology (J.D., K.B.), School of Public Health, Department of Neurology (K.G., E.L.F., S.A.G.), NeuroNetwork for Emerging Therapies (K.G., E.L.F., S.A.G.), University of Michigan, Ann Arbor; Department of Biomedical Sciences (J.H.), University of North Dakota, Grand Forks; Department of Biostatistics (L.Z.), School of Public Health, University of Michigan, Ann Arbor; Neuromuscular Diseases Research Section (S.S.-A., A.S., R.C., B.J.T.), Laboratory of Neurogenetics, National Institute on Aging, NIH, Bethesda, MD; ALS Unit (A.G.-R., D.B.-H.), Instituto de Investigación Sanitaria "i + 12" del Hospital Universitario 12 de Octubre de Madrid, SERMAS, CIBERER (A.G.-R., R.R.-G., J.F.V.C., D.B.-H.), Center for Networked Biomedical Research into Rare Diseases, Madrid; Neuromuscular Disorders Unit (R.R.-G.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona; Neuromuscular Unit (J.F.V.C.), Hospital Universitario y Politécnico la Fe, IIS La Fe; Department of Medicine (J.F.V.C.), Universitat de València; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED) (R.F.S., P.G.-G., M.T.P., P.M., J.P.-T., F.C., O.D.-I.), Madrid; Lab of Parkinson's disease and Other Neurodegenerative Movement Disorders (R.F.S.), IDIBAPS-Institut d'Investigacions Biomèdiques, Barcelona; Unitat de Parkinson i Trastorns del Moviment, Servicio de Neurologia (R.F.S.), Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain; Center for Alzheimer's and Related Dementias (S.B.-C.), National Institute on Aging, Bethesda, MD; Unidad de Trastornos del Movimiento (P.G.-G., M.T.P., P.M.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC; Departamento de Medicina (P.M.), Universidad de Sevilla; Neurology and Molecular Genetics Mixed Investigation Unit (J.P.-T., F.C.), Instituto de Investigación Sanitaria La Fe, Molecular Genetics Unit (J.P.-T., F.C.), Institut de Biomedicina de València-CSIC; Department of Medicine (M.M.-G.), Universidad de Oviedo; Department of Neurology (M.M.-G.), Hospital Universitario Central de Asturias; Instituto de Investigación Sanitaria del Principado de Asturias (M.M.-G.), Oviedo, Spain; Service of Neurology (J.R.), Hospital Sierrallana, IDIVAL University of Cantabria, Torrelavega; Instituto de Investigación Marqués de Valdecilla (J.R., J.I.C.), Santander; Department of Neurology (L.G.-D.), ALS Unit, Hospital Clínico Universitario "San Carlos," Madrid; Unit of Neurodegenerative Diseases (P.P.), Department of Neurology, University Hospital Germans Trias I Pujol; Neurosciences (P.P.), The Germans Trias i Pujol Research Institute (IGTP) Badalona; Department of Neurology (C.P.), Hospital Universitario Virgen del Rocio, Sevilla; and Memory Unit (O.D.-I.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona, Spain
| | - Maria Teresa Periñán
- From the Department of Epidemiology (J.D., K.B.), School of Public Health, Department of Neurology (K.G., E.L.F., S.A.G.), NeuroNetwork for Emerging Therapies (K.G., E.L.F., S.A.G.), University of Michigan, Ann Arbor; Department of Biomedical Sciences (J.H.), University of North Dakota, Grand Forks; Department of Biostatistics (L.Z.), School of Public Health, University of Michigan, Ann Arbor; Neuromuscular Diseases Research Section (S.S.-A., A.S., R.C., B.J.T.), Laboratory of Neurogenetics, National Institute on Aging, NIH, Bethesda, MD; ALS Unit (A.G.-R., D.B.-H.), Instituto de Investigación Sanitaria "i + 12" del Hospital Universitario 12 de Octubre de Madrid, SERMAS, CIBERER (A.G.-R., R.R.-G., J.F.V.C., D.B.-H.), Center for Networked Biomedical Research into Rare Diseases, Madrid; Neuromuscular Disorders Unit (R.R.-G.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona; Neuromuscular Unit (J.F.V.C.), Hospital Universitario y Politécnico la Fe, IIS La Fe; Department of Medicine (J.F.V.C.), Universitat de València; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED) (R.F.S., P.G.-G., M.T.P., P.M., J.P.-T., F.C., O.D.-I.), Madrid; Lab of Parkinson's disease and Other Neurodegenerative Movement Disorders (R.F.S.), IDIBAPS-Institut d'Investigacions Biomèdiques, Barcelona; Unitat de Parkinson i Trastorns del Moviment, Servicio de Neurologia (R.F.S.), Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain; Center for Alzheimer's and Related Dementias (S.B.-C.), National Institute on Aging, Bethesda, MD; Unidad de Trastornos del Movimiento (P.G.-G., M.T.P., P.M.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC; Departamento de Medicina (P.M.), Universidad de Sevilla; Neurology and Molecular Genetics Mixed Investigation Unit (J.P.-T., F.C.), Instituto de Investigación Sanitaria La Fe, Molecular Genetics Unit (J.P.-T., F.C.), Institut de Biomedicina de València-CSIC; Department of Medicine (M.M.-G.), Universidad de Oviedo; Department of Neurology (M.M.-G.), Hospital Universitario Central de Asturias; Instituto de Investigación Sanitaria del Principado de Asturias (M.M.-G.), Oviedo, Spain; Service of Neurology (J.R.), Hospital Sierrallana, IDIVAL University of Cantabria, Torrelavega; Instituto de Investigación Marqués de Valdecilla (J.R., J.I.C.), Santander; Department of Neurology (L.G.-D.), ALS Unit, Hospital Clínico Universitario "San Carlos," Madrid; Unit of Neurodegenerative Diseases (P.P.), Department of Neurology, University Hospital Germans Trias I Pujol; Neurosciences (P.P.), The Germans Trias i Pujol Research Institute (IGTP) Badalona; Department of Neurology (C.P.), Hospital Universitario Virgen del Rocio, Sevilla; and Memory Unit (O.D.-I.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona, Spain
| | - Pablo Mir
- From the Department of Epidemiology (J.D., K.B.), School of Public Health, Department of Neurology (K.G., E.L.F., S.A.G.), NeuroNetwork for Emerging Therapies (K.G., E.L.F., S.A.G.), University of Michigan, Ann Arbor; Department of Biomedical Sciences (J.H.), University of North Dakota, Grand Forks; Department of Biostatistics (L.Z.), School of Public Health, University of Michigan, Ann Arbor; Neuromuscular Diseases Research Section (S.S.-A., A.S., R.C., B.J.T.), Laboratory of Neurogenetics, National Institute on Aging, NIH, Bethesda, MD; ALS Unit (A.G.-R., D.B.-H.), Instituto de Investigación Sanitaria "i + 12" del Hospital Universitario 12 de Octubre de Madrid, SERMAS, CIBERER (A.G.-R., R.R.-G., J.F.V.C., D.B.-H.), Center for Networked Biomedical Research into Rare Diseases, Madrid; Neuromuscular Disorders Unit (R.R.-G.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona; Neuromuscular Unit (J.F.V.C.), Hospital Universitario y Politécnico la Fe, IIS La Fe; Department of Medicine (J.F.V.C.), Universitat de València; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED) (R.F.S., P.G.-G., M.T.P., P.M., J.P.-T., F.C., O.D.-I.), Madrid; Lab of Parkinson's disease and Other Neurodegenerative Movement Disorders (R.F.S.), IDIBAPS-Institut d'Investigacions Biomèdiques, Barcelona; Unitat de Parkinson i Trastorns del Moviment, Servicio de Neurologia (R.F.S.), Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain; Center for Alzheimer's and Related Dementias (S.B.-C.), National Institute on Aging, Bethesda, MD; Unidad de Trastornos del Movimiento (P.G.-G., M.T.P., P.M.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC; Departamento de Medicina (P.M.), Universidad de Sevilla; Neurology and Molecular Genetics Mixed Investigation Unit (J.P.-T., F.C.), Instituto de Investigación Sanitaria La Fe, Molecular Genetics Unit (J.P.-T., F.C.), Institut de Biomedicina de València-CSIC; Department of Medicine (M.M.-G.), Universidad de Oviedo; Department of Neurology (M.M.-G.), Hospital Universitario Central de Asturias; Instituto de Investigación Sanitaria del Principado de Asturias (M.M.-G.), Oviedo, Spain; Service of Neurology (J.R.), Hospital Sierrallana, IDIVAL University of Cantabria, Torrelavega; Instituto de Investigación Marqués de Valdecilla (J.R., J.I.C.), Santander; Department of Neurology (L.G.-D.), ALS Unit, Hospital Clínico Universitario "San Carlos," Madrid; Unit of Neurodegenerative Diseases (P.P.), Department of Neurology, University Hospital Germans Trias I Pujol; Neurosciences (P.P.), The Germans Trias i Pujol Research Institute (IGTP) Badalona; Department of Neurology (C.P.), Hospital Universitario Virgen del Rocio, Sevilla; and Memory Unit (O.D.-I.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona, Spain
| | - Jordi Pérez-Tur
- From the Department of Epidemiology (J.D., K.B.), School of Public Health, Department of Neurology (K.G., E.L.F., S.A.G.), NeuroNetwork for Emerging Therapies (K.G., E.L.F., S.A.G.), University of Michigan, Ann Arbor; Department of Biomedical Sciences (J.H.), University of North Dakota, Grand Forks; Department of Biostatistics (L.Z.), School of Public Health, University of Michigan, Ann Arbor; Neuromuscular Diseases Research Section (S.S.-A., A.S., R.C., B.J.T.), Laboratory of Neurogenetics, National Institute on Aging, NIH, Bethesda, MD; ALS Unit (A.G.-R., D.B.-H.), Instituto de Investigación Sanitaria "i + 12" del Hospital Universitario 12 de Octubre de Madrid, SERMAS, CIBERER (A.G.-R., R.R.-G., J.F.V.C., D.B.-H.), Center for Networked Biomedical Research into Rare Diseases, Madrid; Neuromuscular Disorders Unit (R.R.-G.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona; Neuromuscular Unit (J.F.V.C.), Hospital Universitario y Politécnico la Fe, IIS La Fe; Department of Medicine (J.F.V.C.), Universitat de València; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED) (R.F.S., P.G.-G., M.T.P., P.M., J.P.-T., F.C., O.D.-I.), Madrid; Lab of Parkinson's disease and Other Neurodegenerative Movement Disorders (R.F.S.), IDIBAPS-Institut d'Investigacions Biomèdiques, Barcelona; Unitat de Parkinson i Trastorns del Moviment, Servicio de Neurologia (R.F.S.), Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain; Center for Alzheimer's and Related Dementias (S.B.-C.), National Institute on Aging, Bethesda, MD; Unidad de Trastornos del Movimiento (P.G.-G., M.T.P., P.M.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC; Departamento de Medicina (P.M.), Universidad de Sevilla; Neurology and Molecular Genetics Mixed Investigation Unit (J.P.-T., F.C.), Instituto de Investigación Sanitaria La Fe, Molecular Genetics Unit (J.P.-T., F.C.), Institut de Biomedicina de València-CSIC; Department of Medicine (M.M.-G.), Universidad de Oviedo; Department of Neurology (M.M.-G.), Hospital Universitario Central de Asturias; Instituto de Investigación Sanitaria del Principado de Asturias (M.M.-G.), Oviedo, Spain; Service of Neurology (J.R.), Hospital Sierrallana, IDIVAL University of Cantabria, Torrelavega; Instituto de Investigación Marqués de Valdecilla (J.R., J.I.C.), Santander; Department of Neurology (L.G.-D.), ALS Unit, Hospital Clínico Universitario "San Carlos," Madrid; Unit of Neurodegenerative Diseases (P.P.), Department of Neurology, University Hospital Germans Trias I Pujol; Neurosciences (P.P.), The Germans Trias i Pujol Research Institute (IGTP) Badalona; Department of Neurology (C.P.), Hospital Universitario Virgen del Rocio, Sevilla; and Memory Unit (O.D.-I.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona, Spain
| | - Fernando Cardona
- From the Department of Epidemiology (J.D., K.B.), School of Public Health, Department of Neurology (K.G., E.L.F., S.A.G.), NeuroNetwork for Emerging Therapies (K.G., E.L.F., S.A.G.), University of Michigan, Ann Arbor; Department of Biomedical Sciences (J.H.), University of North Dakota, Grand Forks; Department of Biostatistics (L.Z.), School of Public Health, University of Michigan, Ann Arbor; Neuromuscular Diseases Research Section (S.S.-A., A.S., R.C., B.J.T.), Laboratory of Neurogenetics, National Institute on Aging, NIH, Bethesda, MD; ALS Unit (A.G.-R., D.B.-H.), Instituto de Investigación Sanitaria "i + 12" del Hospital Universitario 12 de Octubre de Madrid, SERMAS, CIBERER (A.G.-R., R.R.-G., J.F.V.C., D.B.-H.), Center for Networked Biomedical Research into Rare Diseases, Madrid; Neuromuscular Disorders Unit (R.R.-G.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona; Neuromuscular Unit (J.F.V.C.), Hospital Universitario y Politécnico la Fe, IIS La Fe; Department of Medicine (J.F.V.C.), Universitat de València; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED) (R.F.S., P.G.-G., M.T.P., P.M., J.P.-T., F.C., O.D.-I.), Madrid; Lab of Parkinson's disease and Other Neurodegenerative Movement Disorders (R.F.S.), IDIBAPS-Institut d'Investigacions Biomèdiques, Barcelona; Unitat de Parkinson i Trastorns del Moviment, Servicio de Neurologia (R.F.S.), Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain; Center for Alzheimer's and Related Dementias (S.B.-C.), National Institute on Aging, Bethesda, MD; Unidad de Trastornos del Movimiento (P.G.-G., M.T.P., P.M.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC; Departamento de Medicina (P.M.), Universidad de Sevilla; Neurology and Molecular Genetics Mixed Investigation Unit (J.P.-T., F.C.), Instituto de Investigación Sanitaria La Fe, Molecular Genetics Unit (J.P.-T., F.C.), Institut de Biomedicina de València-CSIC; Department of Medicine (M.M.-G.), Universidad de Oviedo; Department of Neurology (M.M.-G.), Hospital Universitario Central de Asturias; Instituto de Investigación Sanitaria del Principado de Asturias (M.M.-G.), Oviedo, Spain; Service of Neurology (J.R.), Hospital Sierrallana, IDIVAL University of Cantabria, Torrelavega; Instituto de Investigación Marqués de Valdecilla (J.R., J.I.C.), Santander; Department of Neurology (L.G.-D.), ALS Unit, Hospital Clínico Universitario "San Carlos," Madrid; Unit of Neurodegenerative Diseases (P.P.), Department of Neurology, University Hospital Germans Trias I Pujol; Neurosciences (P.P.), The Germans Trias i Pujol Research Institute (IGTP) Badalona; Department of Neurology (C.P.), Hospital Universitario Virgen del Rocio, Sevilla; and Memory Unit (O.D.-I.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona, Spain
| | - Manuel Menendez-Gonzalez
- From the Department of Epidemiology (J.D., K.B.), School of Public Health, Department of Neurology (K.G., E.L.F., S.A.G.), NeuroNetwork for Emerging Therapies (K.G., E.L.F., S.A.G.), University of Michigan, Ann Arbor; Department of Biomedical Sciences (J.H.), University of North Dakota, Grand Forks; Department of Biostatistics (L.Z.), School of Public Health, University of Michigan, Ann Arbor; Neuromuscular Diseases Research Section (S.S.-A., A.S., R.C., B.J.T.), Laboratory of Neurogenetics, National Institute on Aging, NIH, Bethesda, MD; ALS Unit (A.G.-R., D.B.-H.), Instituto de Investigación Sanitaria "i + 12" del Hospital Universitario 12 de Octubre de Madrid, SERMAS, CIBERER (A.G.-R., R.R.-G., J.F.V.C., D.B.-H.), Center for Networked Biomedical Research into Rare Diseases, Madrid; Neuromuscular Disorders Unit (R.R.-G.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona; Neuromuscular Unit (J.F.V.C.), Hospital Universitario y Politécnico la Fe, IIS La Fe; Department of Medicine (J.F.V.C.), Universitat de València; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED) (R.F.S., P.G.-G., M.T.P., P.M., J.P.-T., F.C., O.D.-I.), Madrid; Lab of Parkinson's disease and Other Neurodegenerative Movement Disorders (R.F.S.), IDIBAPS-Institut d'Investigacions Biomèdiques, Barcelona; Unitat de Parkinson i Trastorns del Moviment, Servicio de Neurologia (R.F.S.), Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain; Center for Alzheimer's and Related Dementias (S.B.-C.), National Institute on Aging, Bethesda, MD; Unidad de Trastornos del Movimiento (P.G.-G., M.T.P., P.M.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC; Departamento de Medicina (P.M.), Universidad de Sevilla; Neurology and Molecular Genetics Mixed Investigation Unit (J.P.-T., F.C.), Instituto de Investigación Sanitaria La Fe, Molecular Genetics Unit (J.P.-T., F.C.), Institut de Biomedicina de València-CSIC; Department of Medicine (M.M.-G.), Universidad de Oviedo; Department of Neurology (M.M.-G.), Hospital Universitario Central de Asturias; Instituto de Investigación Sanitaria del Principado de Asturias (M.M.-G.), Oviedo, Spain; Service of Neurology (J.R.), Hospital Sierrallana, IDIVAL University of Cantabria, Torrelavega; Instituto de Investigación Marqués de Valdecilla (J.R., J.I.C.), Santander; Department of Neurology (L.G.-D.), ALS Unit, Hospital Clínico Universitario "San Carlos," Madrid; Unit of Neurodegenerative Diseases (P.P.), Department of Neurology, University Hospital Germans Trias I Pujol; Neurosciences (P.P.), The Germans Trias i Pujol Research Institute (IGTP) Badalona; Department of Neurology (C.P.), Hospital Universitario Virgen del Rocio, Sevilla; and Memory Unit (O.D.-I.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona, Spain
| | - Javier Riancho
- From the Department of Epidemiology (J.D., K.B.), School of Public Health, Department of Neurology (K.G., E.L.F., S.A.G.), NeuroNetwork for Emerging Therapies (K.G., E.L.F., S.A.G.), University of Michigan, Ann Arbor; Department of Biomedical Sciences (J.H.), University of North Dakota, Grand Forks; Department of Biostatistics (L.Z.), School of Public Health, University of Michigan, Ann Arbor; Neuromuscular Diseases Research Section (S.S.-A., A.S., R.C., B.J.T.), Laboratory of Neurogenetics, National Institute on Aging, NIH, Bethesda, MD; ALS Unit (A.G.-R., D.B.-H.), Instituto de Investigación Sanitaria "i + 12" del Hospital Universitario 12 de Octubre de Madrid, SERMAS, CIBERER (A.G.-R., R.R.-G., J.F.V.C., D.B.-H.), Center for Networked Biomedical Research into Rare Diseases, Madrid; Neuromuscular Disorders Unit (R.R.-G.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona; Neuromuscular Unit (J.F.V.C.), Hospital Universitario y Politécnico la Fe, IIS La Fe; Department of Medicine (J.F.V.C.), Universitat de València; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED) (R.F.S., P.G.-G., M.T.P., P.M., J.P.-T., F.C., O.D.-I.), Madrid; Lab of Parkinson's disease and Other Neurodegenerative Movement Disorders (R.F.S.), IDIBAPS-Institut d'Investigacions Biomèdiques, Barcelona; Unitat de Parkinson i Trastorns del Moviment, Servicio de Neurologia (R.F.S.), Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain; Center for Alzheimer's and Related Dementias (S.B.-C.), National Institute on Aging, Bethesda, MD; Unidad de Trastornos del Movimiento (P.G.-G., M.T.P., P.M.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC; Departamento de Medicina (P.M.), Universidad de Sevilla; Neurology and Molecular Genetics Mixed Investigation Unit (J.P.-T., F.C.), Instituto de Investigación Sanitaria La Fe, Molecular Genetics Unit (J.P.-T., F.C.), Institut de Biomedicina de València-CSIC; Department of Medicine (M.M.-G.), Universidad de Oviedo; Department of Neurology (M.M.-G.), Hospital Universitario Central de Asturias; Instituto de Investigación Sanitaria del Principado de Asturias (M.M.-G.), Oviedo, Spain; Service of Neurology (J.R.), Hospital Sierrallana, IDIVAL University of Cantabria, Torrelavega; Instituto de Investigación Marqués de Valdecilla (J.R., J.I.C.), Santander; Department of Neurology (L.G.-D.), ALS Unit, Hospital Clínico Universitario "San Carlos," Madrid; Unit of Neurodegenerative Diseases (P.P.), Department of Neurology, University Hospital Germans Trias I Pujol; Neurosciences (P.P.), The Germans Trias i Pujol Research Institute (IGTP) Badalona; Department of Neurology (C.P.), Hospital Universitario Virgen del Rocio, Sevilla; and Memory Unit (O.D.-I.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona, Spain
| | - Daniel Borrego-Hernández
- From the Department of Epidemiology (J.D., K.B.), School of Public Health, Department of Neurology (K.G., E.L.F., S.A.G.), NeuroNetwork for Emerging Therapies (K.G., E.L.F., S.A.G.), University of Michigan, Ann Arbor; Department of Biomedical Sciences (J.H.), University of North Dakota, Grand Forks; Department of Biostatistics (L.Z.), School of Public Health, University of Michigan, Ann Arbor; Neuromuscular Diseases Research Section (S.S.-A., A.S., R.C., B.J.T.), Laboratory of Neurogenetics, National Institute on Aging, NIH, Bethesda, MD; ALS Unit (A.G.-R., D.B.-H.), Instituto de Investigación Sanitaria "i + 12" del Hospital Universitario 12 de Octubre de Madrid, SERMAS, CIBERER (A.G.-R., R.R.-G., J.F.V.C., D.B.-H.), Center for Networked Biomedical Research into Rare Diseases, Madrid; Neuromuscular Disorders Unit (R.R.-G.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona; Neuromuscular Unit (J.F.V.C.), Hospital Universitario y Politécnico la Fe, IIS La Fe; Department of Medicine (J.F.V.C.), Universitat de València; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED) (R.F.S., P.G.-G., M.T.P., P.M., J.P.-T., F.C., O.D.-I.), Madrid; Lab of Parkinson's disease and Other Neurodegenerative Movement Disorders (R.F.S.), IDIBAPS-Institut d'Investigacions Biomèdiques, Barcelona; Unitat de Parkinson i Trastorns del Moviment, Servicio de Neurologia (R.F.S.), Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain; Center for Alzheimer's and Related Dementias (S.B.-C.), National Institute on Aging, Bethesda, MD; Unidad de Trastornos del Movimiento (P.G.-G., M.T.P., P.M.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC; Departamento de Medicina (P.M.), Universidad de Sevilla; Neurology and Molecular Genetics Mixed Investigation Unit (J.P.-T., F.C.), Instituto de Investigación Sanitaria La Fe, Molecular Genetics Unit (J.P.-T., F.C.), Institut de Biomedicina de València-CSIC; Department of Medicine (M.M.-G.), Universidad de Oviedo; Department of Neurology (M.M.-G.), Hospital Universitario Central de Asturias; Instituto de Investigación Sanitaria del Principado de Asturias (M.M.-G.), Oviedo, Spain; Service of Neurology (J.R.), Hospital Sierrallana, IDIVAL University of Cantabria, Torrelavega; Instituto de Investigación Marqués de Valdecilla (J.R., J.I.C.), Santander; Department of Neurology (L.G.-D.), ALS Unit, Hospital Clínico Universitario "San Carlos," Madrid; Unit of Neurodegenerative Diseases (P.P.), Department of Neurology, University Hospital Germans Trias I Pujol; Neurosciences (P.P.), The Germans Trias i Pujol Research Institute (IGTP) Badalona; Department of Neurology (C.P.), Hospital Universitario Virgen del Rocio, Sevilla; and Memory Unit (O.D.-I.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona, Spain
| | - Lucia Galán-Dávila
- From the Department of Epidemiology (J.D., K.B.), School of Public Health, Department of Neurology (K.G., E.L.F., S.A.G.), NeuroNetwork for Emerging Therapies (K.G., E.L.F., S.A.G.), University of Michigan, Ann Arbor; Department of Biomedical Sciences (J.H.), University of North Dakota, Grand Forks; Department of Biostatistics (L.Z.), School of Public Health, University of Michigan, Ann Arbor; Neuromuscular Diseases Research Section (S.S.-A., A.S., R.C., B.J.T.), Laboratory of Neurogenetics, National Institute on Aging, NIH, Bethesda, MD; ALS Unit (A.G.-R., D.B.-H.), Instituto de Investigación Sanitaria "i + 12" del Hospital Universitario 12 de Octubre de Madrid, SERMAS, CIBERER (A.G.-R., R.R.-G., J.F.V.C., D.B.-H.), Center for Networked Biomedical Research into Rare Diseases, Madrid; Neuromuscular Disorders Unit (R.R.-G.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona; Neuromuscular Unit (J.F.V.C.), Hospital Universitario y Politécnico la Fe, IIS La Fe; Department of Medicine (J.F.V.C.), Universitat de València; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED) (R.F.S., P.G.-G., M.T.P., P.M., J.P.-T., F.C., O.D.-I.), Madrid; Lab of Parkinson's disease and Other Neurodegenerative Movement Disorders (R.F.S.), IDIBAPS-Institut d'Investigacions Biomèdiques, Barcelona; Unitat de Parkinson i Trastorns del Moviment, Servicio de Neurologia (R.F.S.), Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain; Center for Alzheimer's and Related Dementias (S.B.-C.), National Institute on Aging, Bethesda, MD; Unidad de Trastornos del Movimiento (P.G.-G., M.T.P., P.M.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC; Departamento de Medicina (P.M.), Universidad de Sevilla; Neurology and Molecular Genetics Mixed Investigation Unit (J.P.-T., F.C.), Instituto de Investigación Sanitaria La Fe, Molecular Genetics Unit (J.P.-T., F.C.), Institut de Biomedicina de València-CSIC; Department of Medicine (M.M.-G.), Universidad de Oviedo; Department of Neurology (M.M.-G.), Hospital Universitario Central de Asturias; Instituto de Investigación Sanitaria del Principado de Asturias (M.M.-G.), Oviedo, Spain; Service of Neurology (J.R.), Hospital Sierrallana, IDIVAL University of Cantabria, Torrelavega; Instituto de Investigación Marqués de Valdecilla (J.R., J.I.C.), Santander; Department of Neurology (L.G.-D.), ALS Unit, Hospital Clínico Universitario "San Carlos," Madrid; Unit of Neurodegenerative Diseases (P.P.), Department of Neurology, University Hospital Germans Trias I Pujol; Neurosciences (P.P.), The Germans Trias i Pujol Research Institute (IGTP) Badalona; Department of Neurology (C.P.), Hospital Universitario Virgen del Rocio, Sevilla; and Memory Unit (O.D.-I.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona, Spain
| | - Jon Infante Ceberio
- From the Department of Epidemiology (J.D., K.B.), School of Public Health, Department of Neurology (K.G., E.L.F., S.A.G.), NeuroNetwork for Emerging Therapies (K.G., E.L.F., S.A.G.), University of Michigan, Ann Arbor; Department of Biomedical Sciences (J.H.), University of North Dakota, Grand Forks; Department of Biostatistics (L.Z.), School of Public Health, University of Michigan, Ann Arbor; Neuromuscular Diseases Research Section (S.S.-A., A.S., R.C., B.J.T.), Laboratory of Neurogenetics, National Institute on Aging, NIH, Bethesda, MD; ALS Unit (A.G.-R., D.B.-H.), Instituto de Investigación Sanitaria "i + 12" del Hospital Universitario 12 de Octubre de Madrid, SERMAS, CIBERER (A.G.-R., R.R.-G., J.F.V.C., D.B.-H.), Center for Networked Biomedical Research into Rare Diseases, Madrid; Neuromuscular Disorders Unit (R.R.-G.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona; Neuromuscular Unit (J.F.V.C.), Hospital Universitario y Politécnico la Fe, IIS La Fe; Department of Medicine (J.F.V.C.), Universitat de València; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED) (R.F.S., P.G.-G., M.T.P., P.M., J.P.-T., F.C., O.D.-I.), Madrid; Lab of Parkinson's disease and Other Neurodegenerative Movement Disorders (R.F.S.), IDIBAPS-Institut d'Investigacions Biomèdiques, Barcelona; Unitat de Parkinson i Trastorns del Moviment, Servicio de Neurologia (R.F.S.), Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain; Center for Alzheimer's and Related Dementias (S.B.-C.), National Institute on Aging, Bethesda, MD; Unidad de Trastornos del Movimiento (P.G.-G., M.T.P., P.M.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC; Departamento de Medicina (P.M.), Universidad de Sevilla; Neurology and Molecular Genetics Mixed Investigation Unit (J.P.-T., F.C.), Instituto de Investigación Sanitaria La Fe, Molecular Genetics Unit (J.P.-T., F.C.), Institut de Biomedicina de València-CSIC; Department of Medicine (M.M.-G.), Universidad de Oviedo; Department of Neurology (M.M.-G.), Hospital Universitario Central de Asturias; Instituto de Investigación Sanitaria del Principado de Asturias (M.M.-G.), Oviedo, Spain; Service of Neurology (J.R.), Hospital Sierrallana, IDIVAL University of Cantabria, Torrelavega; Instituto de Investigación Marqués de Valdecilla (J.R., J.I.C.), Santander; Department of Neurology (L.G.-D.), ALS Unit, Hospital Clínico Universitario "San Carlos," Madrid; Unit of Neurodegenerative Diseases (P.P.), Department of Neurology, University Hospital Germans Trias I Pujol; Neurosciences (P.P.), The Germans Trias i Pujol Research Institute (IGTP) Badalona; Department of Neurology (C.P.), Hospital Universitario Virgen del Rocio, Sevilla; and Memory Unit (O.D.-I.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona, Spain
| | - Pau Pastor
- From the Department of Epidemiology (J.D., K.B.), School of Public Health, Department of Neurology (K.G., E.L.F., S.A.G.), NeuroNetwork for Emerging Therapies (K.G., E.L.F., S.A.G.), University of Michigan, Ann Arbor; Department of Biomedical Sciences (J.H.), University of North Dakota, Grand Forks; Department of Biostatistics (L.Z.), School of Public Health, University of Michigan, Ann Arbor; Neuromuscular Diseases Research Section (S.S.-A., A.S., R.C., B.J.T.), Laboratory of Neurogenetics, National Institute on Aging, NIH, Bethesda, MD; ALS Unit (A.G.-R., D.B.-H.), Instituto de Investigación Sanitaria "i + 12" del Hospital Universitario 12 de Octubre de Madrid, SERMAS, CIBERER (A.G.-R., R.R.-G., J.F.V.C., D.B.-H.), Center for Networked Biomedical Research into Rare Diseases, Madrid; Neuromuscular Disorders Unit (R.R.-G.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona; Neuromuscular Unit (J.F.V.C.), Hospital Universitario y Politécnico la Fe, IIS La Fe; Department of Medicine (J.F.V.C.), Universitat de València; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED) (R.F.S., P.G.-G., M.T.P., P.M., J.P.-T., F.C., O.D.-I.), Madrid; Lab of Parkinson's disease and Other Neurodegenerative Movement Disorders (R.F.S.), IDIBAPS-Institut d'Investigacions Biomèdiques, Barcelona; Unitat de Parkinson i Trastorns del Moviment, Servicio de Neurologia (R.F.S.), Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain; Center for Alzheimer's and Related Dementias (S.B.-C.), National Institute on Aging, Bethesda, MD; Unidad de Trastornos del Movimiento (P.G.-G., M.T.P., P.M.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC; Departamento de Medicina (P.M.), Universidad de Sevilla; Neurology and Molecular Genetics Mixed Investigation Unit (J.P.-T., F.C.), Instituto de Investigación Sanitaria La Fe, Molecular Genetics Unit (J.P.-T., F.C.), Institut de Biomedicina de València-CSIC; Department of Medicine (M.M.-G.), Universidad de Oviedo; Department of Neurology (M.M.-G.), Hospital Universitario Central de Asturias; Instituto de Investigación Sanitaria del Principado de Asturias (M.M.-G.), Oviedo, Spain; Service of Neurology (J.R.), Hospital Sierrallana, IDIVAL University of Cantabria, Torrelavega; Instituto de Investigación Marqués de Valdecilla (J.R., J.I.C.), Santander; Department of Neurology (L.G.-D.), ALS Unit, Hospital Clínico Universitario "San Carlos," Madrid; Unit of Neurodegenerative Diseases (P.P.), Department of Neurology, University Hospital Germans Trias I Pujol; Neurosciences (P.P.), The Germans Trias i Pujol Research Institute (IGTP) Badalona; Department of Neurology (C.P.), Hospital Universitario Virgen del Rocio, Sevilla; and Memory Unit (O.D.-I.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona, Spain
| | - Carmen Paradas
- From the Department of Epidemiology (J.D., K.B.), School of Public Health, Department of Neurology (K.G., E.L.F., S.A.G.), NeuroNetwork for Emerging Therapies (K.G., E.L.F., S.A.G.), University of Michigan, Ann Arbor; Department of Biomedical Sciences (J.H.), University of North Dakota, Grand Forks; Department of Biostatistics (L.Z.), School of Public Health, University of Michigan, Ann Arbor; Neuromuscular Diseases Research Section (S.S.-A., A.S., R.C., B.J.T.), Laboratory of Neurogenetics, National Institute on Aging, NIH, Bethesda, MD; ALS Unit (A.G.-R., D.B.-H.), Instituto de Investigación Sanitaria "i + 12" del Hospital Universitario 12 de Octubre de Madrid, SERMAS, CIBERER (A.G.-R., R.R.-G., J.F.V.C., D.B.-H.), Center for Networked Biomedical Research into Rare Diseases, Madrid; Neuromuscular Disorders Unit (R.R.-G.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona; Neuromuscular Unit (J.F.V.C.), Hospital Universitario y Politécnico la Fe, IIS La Fe; Department of Medicine (J.F.V.C.), Universitat de València; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED) (R.F.S., P.G.-G., M.T.P., P.M., J.P.-T., F.C., O.D.-I.), Madrid; Lab of Parkinson's disease and Other Neurodegenerative Movement Disorders (R.F.S.), IDIBAPS-Institut d'Investigacions Biomèdiques, Barcelona; Unitat de Parkinson i Trastorns del Moviment, Servicio de Neurologia (R.F.S.), Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain; Center for Alzheimer's and Related Dementias (S.B.-C.), National Institute on Aging, Bethesda, MD; Unidad de Trastornos del Movimiento (P.G.-G., M.T.P., P.M.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC; Departamento de Medicina (P.M.), Universidad de Sevilla; Neurology and Molecular Genetics Mixed Investigation Unit (J.P.-T., F.C.), Instituto de Investigación Sanitaria La Fe, Molecular Genetics Unit (J.P.-T., F.C.), Institut de Biomedicina de València-CSIC; Department of Medicine (M.M.-G.), Universidad de Oviedo; Department of Neurology (M.M.-G.), Hospital Universitario Central de Asturias; Instituto de Investigación Sanitaria del Principado de Asturias (M.M.-G.), Oviedo, Spain; Service of Neurology (J.R.), Hospital Sierrallana, IDIVAL University of Cantabria, Torrelavega; Instituto de Investigación Marqués de Valdecilla (J.R., J.I.C.), Santander; Department of Neurology (L.G.-D.), ALS Unit, Hospital Clínico Universitario "San Carlos," Madrid; Unit of Neurodegenerative Diseases (P.P.), Department of Neurology, University Hospital Germans Trias I Pujol; Neurosciences (P.P.), The Germans Trias i Pujol Research Institute (IGTP) Badalona; Department of Neurology (C.P.), Hospital Universitario Virgen del Rocio, Sevilla; and Memory Unit (O.D.-I.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona, Spain
| | - Oriol Dols-Icardo
- From the Department of Epidemiology (J.D., K.B.), School of Public Health, Department of Neurology (K.G., E.L.F., S.A.G.), NeuroNetwork for Emerging Therapies (K.G., E.L.F., S.A.G.), University of Michigan, Ann Arbor; Department of Biomedical Sciences (J.H.), University of North Dakota, Grand Forks; Department of Biostatistics (L.Z.), School of Public Health, University of Michigan, Ann Arbor; Neuromuscular Diseases Research Section (S.S.-A., A.S., R.C., B.J.T.), Laboratory of Neurogenetics, National Institute on Aging, NIH, Bethesda, MD; ALS Unit (A.G.-R., D.B.-H.), Instituto de Investigación Sanitaria "i + 12" del Hospital Universitario 12 de Octubre de Madrid, SERMAS, CIBERER (A.G.-R., R.R.-G., J.F.V.C., D.B.-H.), Center for Networked Biomedical Research into Rare Diseases, Madrid; Neuromuscular Disorders Unit (R.R.-G.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona; Neuromuscular Unit (J.F.V.C.), Hospital Universitario y Politécnico la Fe, IIS La Fe; Department of Medicine (J.F.V.C.), Universitat de València; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED) (R.F.S., P.G.-G., M.T.P., P.M., J.P.-T., F.C., O.D.-I.), Madrid; Lab of Parkinson's disease and Other Neurodegenerative Movement Disorders (R.F.S.), IDIBAPS-Institut d'Investigacions Biomèdiques, Barcelona; Unitat de Parkinson i Trastorns del Moviment, Servicio de Neurologia (R.F.S.), Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain; Center for Alzheimer's and Related Dementias (S.B.-C.), National Institute on Aging, Bethesda, MD; Unidad de Trastornos del Movimiento (P.G.-G., M.T.P., P.M.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC; Departamento de Medicina (P.M.), Universidad de Sevilla; Neurology and Molecular Genetics Mixed Investigation Unit (J.P.-T., F.C.), Instituto de Investigación Sanitaria La Fe, Molecular Genetics Unit (J.P.-T., F.C.), Institut de Biomedicina de València-CSIC; Department of Medicine (M.M.-G.), Universidad de Oviedo; Department of Neurology (M.M.-G.), Hospital Universitario Central de Asturias; Instituto de Investigación Sanitaria del Principado de Asturias (M.M.-G.), Oviedo, Spain; Service of Neurology (J.R.), Hospital Sierrallana, IDIVAL University of Cantabria, Torrelavega; Instituto de Investigación Marqués de Valdecilla (J.R., J.I.C.), Santander; Department of Neurology (L.G.-D.), ALS Unit, Hospital Clínico Universitario "San Carlos," Madrid; Unit of Neurodegenerative Diseases (P.P.), Department of Neurology, University Hospital Germans Trias I Pujol; Neurosciences (P.P.), The Germans Trias i Pujol Research Institute (IGTP) Badalona; Department of Neurology (C.P.), Hospital Universitario Virgen del Rocio, Sevilla; and Memory Unit (O.D.-I.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona, Spain
| | - Bryan J Traynor
- From the Department of Epidemiology (J.D., K.B.), School of Public Health, Department of Neurology (K.G., E.L.F., S.A.G.), NeuroNetwork for Emerging Therapies (K.G., E.L.F., S.A.G.), University of Michigan, Ann Arbor; Department of Biomedical Sciences (J.H.), University of North Dakota, Grand Forks; Department of Biostatistics (L.Z.), School of Public Health, University of Michigan, Ann Arbor; Neuromuscular Diseases Research Section (S.S.-A., A.S., R.C., B.J.T.), Laboratory of Neurogenetics, National Institute on Aging, NIH, Bethesda, MD; ALS Unit (A.G.-R., D.B.-H.), Instituto de Investigación Sanitaria "i + 12" del Hospital Universitario 12 de Octubre de Madrid, SERMAS, CIBERER (A.G.-R., R.R.-G., J.F.V.C., D.B.-H.), Center for Networked Biomedical Research into Rare Diseases, Madrid; Neuromuscular Disorders Unit (R.R.-G.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona; Neuromuscular Unit (J.F.V.C.), Hospital Universitario y Politécnico la Fe, IIS La Fe; Department of Medicine (J.F.V.C.), Universitat de València; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED) (R.F.S., P.G.-G., M.T.P., P.M., J.P.-T., F.C., O.D.-I.), Madrid; Lab of Parkinson's disease and Other Neurodegenerative Movement Disorders (R.F.S.), IDIBAPS-Institut d'Investigacions Biomèdiques, Barcelona; Unitat de Parkinson i Trastorns del Moviment, Servicio de Neurologia (R.F.S.), Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain; Center for Alzheimer's and Related Dementias (S.B.-C.), National Institute on Aging, Bethesda, MD; Unidad de Trastornos del Movimiento (P.G.-G., M.T.P., P.M.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC; Departamento de Medicina (P.M.), Universidad de Sevilla; Neurology and Molecular Genetics Mixed Investigation Unit (J.P.-T., F.C.), Instituto de Investigación Sanitaria La Fe, Molecular Genetics Unit (J.P.-T., F.C.), Institut de Biomedicina de València-CSIC; Department of Medicine (M.M.-G.), Universidad de Oviedo; Department of Neurology (M.M.-G.), Hospital Universitario Central de Asturias; Instituto de Investigación Sanitaria del Principado de Asturias (M.M.-G.), Oviedo, Spain; Service of Neurology (J.R.), Hospital Sierrallana, IDIVAL University of Cantabria, Torrelavega; Instituto de Investigación Marqués de Valdecilla (J.R., J.I.C.), Santander; Department of Neurology (L.G.-D.), ALS Unit, Hospital Clínico Universitario "San Carlos," Madrid; Unit of Neurodegenerative Diseases (P.P.), Department of Neurology, University Hospital Germans Trias I Pujol; Neurosciences (P.P.), The Germans Trias i Pujol Research Institute (IGTP) Badalona; Department of Neurology (C.P.), Hospital Universitario Virgen del Rocio, Sevilla; and Memory Unit (O.D.-I.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona, Spain
| | - Eva L Feldman
- From the Department of Epidemiology (J.D., K.B.), School of Public Health, Department of Neurology (K.G., E.L.F., S.A.G.), NeuroNetwork for Emerging Therapies (K.G., E.L.F., S.A.G.), University of Michigan, Ann Arbor; Department of Biomedical Sciences (J.H.), University of North Dakota, Grand Forks; Department of Biostatistics (L.Z.), School of Public Health, University of Michigan, Ann Arbor; Neuromuscular Diseases Research Section (S.S.-A., A.S., R.C., B.J.T.), Laboratory of Neurogenetics, National Institute on Aging, NIH, Bethesda, MD; ALS Unit (A.G.-R., D.B.-H.), Instituto de Investigación Sanitaria "i + 12" del Hospital Universitario 12 de Octubre de Madrid, SERMAS, CIBERER (A.G.-R., R.R.-G., J.F.V.C., D.B.-H.), Center for Networked Biomedical Research into Rare Diseases, Madrid; Neuromuscular Disorders Unit (R.R.-G.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona; Neuromuscular Unit (J.F.V.C.), Hospital Universitario y Politécnico la Fe, IIS La Fe; Department of Medicine (J.F.V.C.), Universitat de València; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED) (R.F.S., P.G.-G., M.T.P., P.M., J.P.-T., F.C., O.D.-I.), Madrid; Lab of Parkinson's disease and Other Neurodegenerative Movement Disorders (R.F.S.), IDIBAPS-Institut d'Investigacions Biomèdiques, Barcelona; Unitat de Parkinson i Trastorns del Moviment, Servicio de Neurologia (R.F.S.), Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain; Center for Alzheimer's and Related Dementias (S.B.-C.), National Institute on Aging, Bethesda, MD; Unidad de Trastornos del Movimiento (P.G.-G., M.T.P., P.M.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC; Departamento de Medicina (P.M.), Universidad de Sevilla; Neurology and Molecular Genetics Mixed Investigation Unit (J.P.-T., F.C.), Instituto de Investigación Sanitaria La Fe, Molecular Genetics Unit (J.P.-T., F.C.), Institut de Biomedicina de València-CSIC; Department of Medicine (M.M.-G.), Universidad de Oviedo; Department of Neurology (M.M.-G.), Hospital Universitario Central de Asturias; Instituto de Investigación Sanitaria del Principado de Asturias (M.M.-G.), Oviedo, Spain; Service of Neurology (J.R.), Hospital Sierrallana, IDIVAL University of Cantabria, Torrelavega; Instituto de Investigación Marqués de Valdecilla (J.R., J.I.C.), Santander; Department of Neurology (L.G.-D.), ALS Unit, Hospital Clínico Universitario "San Carlos," Madrid; Unit of Neurodegenerative Diseases (P.P.), Department of Neurology, University Hospital Germans Trias I Pujol; Neurosciences (P.P.), The Germans Trias i Pujol Research Institute (IGTP) Badalona; Department of Neurology (C.P.), Hospital Universitario Virgen del Rocio, Sevilla; and Memory Unit (O.D.-I.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona, Spain
| | - Stephen A Goutman
- From the Department of Epidemiology (J.D., K.B.), School of Public Health, Department of Neurology (K.G., E.L.F., S.A.G.), NeuroNetwork for Emerging Therapies (K.G., E.L.F., S.A.G.), University of Michigan, Ann Arbor; Department of Biomedical Sciences (J.H.), University of North Dakota, Grand Forks; Department of Biostatistics (L.Z.), School of Public Health, University of Michigan, Ann Arbor; Neuromuscular Diseases Research Section (S.S.-A., A.S., R.C., B.J.T.), Laboratory of Neurogenetics, National Institute on Aging, NIH, Bethesda, MD; ALS Unit (A.G.-R., D.B.-H.), Instituto de Investigación Sanitaria "i + 12" del Hospital Universitario 12 de Octubre de Madrid, SERMAS, CIBERER (A.G.-R., R.R.-G., J.F.V.C., D.B.-H.), Center for Networked Biomedical Research into Rare Diseases, Madrid; Neuromuscular Disorders Unit (R.R.-G.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona; Neuromuscular Unit (J.F.V.C.), Hospital Universitario y Politécnico la Fe, IIS La Fe; Department of Medicine (J.F.V.C.), Universitat de València; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED) (R.F.S., P.G.-G., M.T.P., P.M., J.P.-T., F.C., O.D.-I.), Madrid; Lab of Parkinson's disease and Other Neurodegenerative Movement Disorders (R.F.S.), IDIBAPS-Institut d'Investigacions Biomèdiques, Barcelona; Unitat de Parkinson i Trastorns del Moviment, Servicio de Neurologia (R.F.S.), Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain; Center for Alzheimer's and Related Dementias (S.B.-C.), National Institute on Aging, Bethesda, MD; Unidad de Trastornos del Movimiento (P.G.-G., M.T.P., P.M.), Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC; Departamento de Medicina (P.M.), Universidad de Sevilla; Neurology and Molecular Genetics Mixed Investigation Unit (J.P.-T., F.C.), Instituto de Investigación Sanitaria La Fe, Molecular Genetics Unit (J.P.-T., F.C.), Institut de Biomedicina de València-CSIC; Department of Medicine (M.M.-G.), Universidad de Oviedo; Department of Neurology (M.M.-G.), Hospital Universitario Central de Asturias; Instituto de Investigación Sanitaria del Principado de Asturias (M.M.-G.), Oviedo, Spain; Service of Neurology (J.R.), Hospital Sierrallana, IDIVAL University of Cantabria, Torrelavega; Instituto de Investigación Marqués de Valdecilla (J.R., J.I.C.), Santander; Department of Neurology (L.G.-D.), ALS Unit, Hospital Clínico Universitario "San Carlos," Madrid; Unit of Neurodegenerative Diseases (P.P.), Department of Neurology, University Hospital Germans Trias I Pujol; Neurosciences (P.P.), The Germans Trias i Pujol Research Institute (IGTP) Badalona; Department of Neurology (C.P.), Hospital Universitario Virgen del Rocio, Sevilla; and Memory Unit (O.D.-I.), Neurology Department and Sant Pau Biomedical Research Institute, Hospital de la Santa Creu I Sant Pau, Universitat Autonoma de Barcelona, Spain
| |
Collapse
|
62
|
Monnakgotla NR, Mahungu AC, Heckmann JM, Botha G, Mulder NJ, Wu G, Rampersaud E, Myers J, Van Blitterswijk M, Rademakers R, Taylor JP, Wuu J, Benatar M, Nel M. Analysis of Structural Variants Previously Associated With ALS in Europeans Highlights Genomic Architectural Differences in Africans. Neurol Genet 2023; 9:e200077. [PMID: 37346932 PMCID: PMC10281237 DOI: 10.1212/nxg.0000000000200077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Accepted: 04/03/2023] [Indexed: 06/23/2023]
Abstract
Background and Objectives Amyotrophic lateral sclerosis (ALS) is a degenerative condition of the brain and spinal cord in which protein-coding variants in known ALS disease genes explain a minority of sporadic cases. There is a growing interest in the role of noncoding structural variants (SVs) as ALS risk variants or genetic modifiers of ALS phenotype. In small European samples, specific short SV alleles in noncoding regulatory regions of SCAF4, SQSTM1, and STMN2 have been reported to be associated with ALS, and several groups have investigated the possible role of SMN1/SMN2 gene copy numbers in ALS susceptibility and clinical severity. Methods Using short-read whole genome sequencing (WGS) data, we investigated putative ALS-susceptibility SCAF4 (3'UTR poly-T repeat), SQSTM1 (intron 5 AAAC insertion), and STMN2 (intron 3 CA repeat) alleles in African ancestry patients with ALS and described the architecture of the SMN1/SMN2 gene region. South African cases with ALS (n = 114) were compared with ancestry-matched controls (n = 150), 1000 Genomes Project samples (n = 2,336), and H3Africa Genotyping Chip Project samples (n = 347). Results There was no association with previously reported SCAF4 poly-T repeat, SQSTM1 AAAC insertion, and long STMN2 CA alleles with ALS risk in South Africans (p > 0.2). Similarly, SMN1 and SMN2 gene copy numbers did not differ between South Africans with ALS and matched population controls (p > 0.9). Notably, 20% of the African samples in this study had no SMN2 gene copies, which is a higher frequency than that reported in Europeans (approximately 7%). Discussion We did not replicate the reported association of SCAF4, SQSTM1, and STMN2 short SVs with ALS in a small South African sample. In addition, we found no link between SMN1 and SMN2 copy numbers and susceptibility to ALS in this South African sample, which is similar to the conclusion of a recent meta-analysis of European studies. However, the SMN gene region findings in Africans replicate previous results from East and West Africa and highlight the importance of including diverse population groups in disease gene discovery efforts. The clinically relevant differences in the SMN gene architecture between African and non-African populations may affect the effectiveness of targeted SMN2 gene therapy for related diseases such as spinal muscular atrophy.
Collapse
Affiliation(s)
- Nomakhosazana R Monnakgotla
- From the Neurology Research Group (N.R.M., A.C.M., J.M.H., M.N.), Division of Neurology, Department of Medicine; Neuroscience Institute (N.R.M., A.C.M., J.M.H., M.N.); Computational Biology Division (G.B., N.J.M.), Institute of Infectious Disease and Molecular Medicine, University of Cape Town, South Africa; Center for Applied Bioinformatics (G.W., E.R., J.M.), St. Jude Children's Research Hospital, Memphis, TN; Department of Neuroscience (M.V.B.), Mayo Clinic, Jacksonville, FL; Center for Molecular Neurology (R.R.), University of Antwerp, Belgium; Department of Cell and Molecular Biology (J.P.T.), St. Jude Children's Research Hospital, Memphis, TN; and Department of Neurology (J.W., M.B.), University of Miami, FL
| | - Amokelani C Mahungu
- From the Neurology Research Group (N.R.M., A.C.M., J.M.H., M.N.), Division of Neurology, Department of Medicine; Neuroscience Institute (N.R.M., A.C.M., J.M.H., M.N.); Computational Biology Division (G.B., N.J.M.), Institute of Infectious Disease and Molecular Medicine, University of Cape Town, South Africa; Center for Applied Bioinformatics (G.W., E.R., J.M.), St. Jude Children's Research Hospital, Memphis, TN; Department of Neuroscience (M.V.B.), Mayo Clinic, Jacksonville, FL; Center for Molecular Neurology (R.R.), University of Antwerp, Belgium; Department of Cell and Molecular Biology (J.P.T.), St. Jude Children's Research Hospital, Memphis, TN; and Department of Neurology (J.W., M.B.), University of Miami, FL
| | - Jeannine M Heckmann
- From the Neurology Research Group (N.R.M., A.C.M., J.M.H., M.N.), Division of Neurology, Department of Medicine; Neuroscience Institute (N.R.M., A.C.M., J.M.H., M.N.); Computational Biology Division (G.B., N.J.M.), Institute of Infectious Disease and Molecular Medicine, University of Cape Town, South Africa; Center for Applied Bioinformatics (G.W., E.R., J.M.), St. Jude Children's Research Hospital, Memphis, TN; Department of Neuroscience (M.V.B.), Mayo Clinic, Jacksonville, FL; Center for Molecular Neurology (R.R.), University of Antwerp, Belgium; Department of Cell and Molecular Biology (J.P.T.), St. Jude Children's Research Hospital, Memphis, TN; and Department of Neurology (J.W., M.B.), University of Miami, FL
| | - Gerrit Botha
- From the Neurology Research Group (N.R.M., A.C.M., J.M.H., M.N.), Division of Neurology, Department of Medicine; Neuroscience Institute (N.R.M., A.C.M., J.M.H., M.N.); Computational Biology Division (G.B., N.J.M.), Institute of Infectious Disease and Molecular Medicine, University of Cape Town, South Africa; Center for Applied Bioinformatics (G.W., E.R., J.M.), St. Jude Children's Research Hospital, Memphis, TN; Department of Neuroscience (M.V.B.), Mayo Clinic, Jacksonville, FL; Center for Molecular Neurology (R.R.), University of Antwerp, Belgium; Department of Cell and Molecular Biology (J.P.T.), St. Jude Children's Research Hospital, Memphis, TN; and Department of Neurology (J.W., M.B.), University of Miami, FL
| | - Nicola J Mulder
- From the Neurology Research Group (N.R.M., A.C.M., J.M.H., M.N.), Division of Neurology, Department of Medicine; Neuroscience Institute (N.R.M., A.C.M., J.M.H., M.N.); Computational Biology Division (G.B., N.J.M.), Institute of Infectious Disease and Molecular Medicine, University of Cape Town, South Africa; Center for Applied Bioinformatics (G.W., E.R., J.M.), St. Jude Children's Research Hospital, Memphis, TN; Department of Neuroscience (M.V.B.), Mayo Clinic, Jacksonville, FL; Center for Molecular Neurology (R.R.), University of Antwerp, Belgium; Department of Cell and Molecular Biology (J.P.T.), St. Jude Children's Research Hospital, Memphis, TN; and Department of Neurology (J.W., M.B.), University of Miami, FL
| | - Gang Wu
- From the Neurology Research Group (N.R.M., A.C.M., J.M.H., M.N.), Division of Neurology, Department of Medicine; Neuroscience Institute (N.R.M., A.C.M., J.M.H., M.N.); Computational Biology Division (G.B., N.J.M.), Institute of Infectious Disease and Molecular Medicine, University of Cape Town, South Africa; Center for Applied Bioinformatics (G.W., E.R., J.M.), St. Jude Children's Research Hospital, Memphis, TN; Department of Neuroscience (M.V.B.), Mayo Clinic, Jacksonville, FL; Center for Molecular Neurology (R.R.), University of Antwerp, Belgium; Department of Cell and Molecular Biology (J.P.T.), St. Jude Children's Research Hospital, Memphis, TN; and Department of Neurology (J.W., M.B.), University of Miami, FL
| | - Evadnie Rampersaud
- From the Neurology Research Group (N.R.M., A.C.M., J.M.H., M.N.), Division of Neurology, Department of Medicine; Neuroscience Institute (N.R.M., A.C.M., J.M.H., M.N.); Computational Biology Division (G.B., N.J.M.), Institute of Infectious Disease and Molecular Medicine, University of Cape Town, South Africa; Center for Applied Bioinformatics (G.W., E.R., J.M.), St. Jude Children's Research Hospital, Memphis, TN; Department of Neuroscience (M.V.B.), Mayo Clinic, Jacksonville, FL; Center for Molecular Neurology (R.R.), University of Antwerp, Belgium; Department of Cell and Molecular Biology (J.P.T.), St. Jude Children's Research Hospital, Memphis, TN; and Department of Neurology (J.W., M.B.), University of Miami, FL
| | - Jason Myers
- From the Neurology Research Group (N.R.M., A.C.M., J.M.H., M.N.), Division of Neurology, Department of Medicine; Neuroscience Institute (N.R.M., A.C.M., J.M.H., M.N.); Computational Biology Division (G.B., N.J.M.), Institute of Infectious Disease and Molecular Medicine, University of Cape Town, South Africa; Center for Applied Bioinformatics (G.W., E.R., J.M.), St. Jude Children's Research Hospital, Memphis, TN; Department of Neuroscience (M.V.B.), Mayo Clinic, Jacksonville, FL; Center for Molecular Neurology (R.R.), University of Antwerp, Belgium; Department of Cell and Molecular Biology (J.P.T.), St. Jude Children's Research Hospital, Memphis, TN; and Department of Neurology (J.W., M.B.), University of Miami, FL
| | - Marka Van Blitterswijk
- From the Neurology Research Group (N.R.M., A.C.M., J.M.H., M.N.), Division of Neurology, Department of Medicine; Neuroscience Institute (N.R.M., A.C.M., J.M.H., M.N.); Computational Biology Division (G.B., N.J.M.), Institute of Infectious Disease and Molecular Medicine, University of Cape Town, South Africa; Center for Applied Bioinformatics (G.W., E.R., J.M.), St. Jude Children's Research Hospital, Memphis, TN; Department of Neuroscience (M.V.B.), Mayo Clinic, Jacksonville, FL; Center for Molecular Neurology (R.R.), University of Antwerp, Belgium; Department of Cell and Molecular Biology (J.P.T.), St. Jude Children's Research Hospital, Memphis, TN; and Department of Neurology (J.W., M.B.), University of Miami, FL
| | - Rosa Rademakers
- From the Neurology Research Group (N.R.M., A.C.M., J.M.H., M.N.), Division of Neurology, Department of Medicine; Neuroscience Institute (N.R.M., A.C.M., J.M.H., M.N.); Computational Biology Division (G.B., N.J.M.), Institute of Infectious Disease and Molecular Medicine, University of Cape Town, South Africa; Center for Applied Bioinformatics (G.W., E.R., J.M.), St. Jude Children's Research Hospital, Memphis, TN; Department of Neuroscience (M.V.B.), Mayo Clinic, Jacksonville, FL; Center for Molecular Neurology (R.R.), University of Antwerp, Belgium; Department of Cell and Molecular Biology (J.P.T.), St. Jude Children's Research Hospital, Memphis, TN; and Department of Neurology (J.W., M.B.), University of Miami, FL
| | - J Paul Taylor
- From the Neurology Research Group (N.R.M., A.C.M., J.M.H., M.N.), Division of Neurology, Department of Medicine; Neuroscience Institute (N.R.M., A.C.M., J.M.H., M.N.); Computational Biology Division (G.B., N.J.M.), Institute of Infectious Disease and Molecular Medicine, University of Cape Town, South Africa; Center for Applied Bioinformatics (G.W., E.R., J.M.), St. Jude Children's Research Hospital, Memphis, TN; Department of Neuroscience (M.V.B.), Mayo Clinic, Jacksonville, FL; Center for Molecular Neurology (R.R.), University of Antwerp, Belgium; Department of Cell and Molecular Biology (J.P.T.), St. Jude Children's Research Hospital, Memphis, TN; and Department of Neurology (J.W., M.B.), University of Miami, FL
| | - Joanne Wuu
- From the Neurology Research Group (N.R.M., A.C.M., J.M.H., M.N.), Division of Neurology, Department of Medicine; Neuroscience Institute (N.R.M., A.C.M., J.M.H., M.N.); Computational Biology Division (G.B., N.J.M.), Institute of Infectious Disease and Molecular Medicine, University of Cape Town, South Africa; Center for Applied Bioinformatics (G.W., E.R., J.M.), St. Jude Children's Research Hospital, Memphis, TN; Department of Neuroscience (M.V.B.), Mayo Clinic, Jacksonville, FL; Center for Molecular Neurology (R.R.), University of Antwerp, Belgium; Department of Cell and Molecular Biology (J.P.T.), St. Jude Children's Research Hospital, Memphis, TN; and Department of Neurology (J.W., M.B.), University of Miami, FL
| | - Michael Benatar
- From the Neurology Research Group (N.R.M., A.C.M., J.M.H., M.N.), Division of Neurology, Department of Medicine; Neuroscience Institute (N.R.M., A.C.M., J.M.H., M.N.); Computational Biology Division (G.B., N.J.M.), Institute of Infectious Disease and Molecular Medicine, University of Cape Town, South Africa; Center for Applied Bioinformatics (G.W., E.R., J.M.), St. Jude Children's Research Hospital, Memphis, TN; Department of Neuroscience (M.V.B.), Mayo Clinic, Jacksonville, FL; Center for Molecular Neurology (R.R.), University of Antwerp, Belgium; Department of Cell and Molecular Biology (J.P.T.), St. Jude Children's Research Hospital, Memphis, TN; and Department of Neurology (J.W., M.B.), University of Miami, FL
| | - Melissa Nel
- From the Neurology Research Group (N.R.M., A.C.M., J.M.H., M.N.), Division of Neurology, Department of Medicine; Neuroscience Institute (N.R.M., A.C.M., J.M.H., M.N.); Computational Biology Division (G.B., N.J.M.), Institute of Infectious Disease and Molecular Medicine, University of Cape Town, South Africa; Center for Applied Bioinformatics (G.W., E.R., J.M.), St. Jude Children's Research Hospital, Memphis, TN; Department of Neuroscience (M.V.B.), Mayo Clinic, Jacksonville, FL; Center for Molecular Neurology (R.R.), University of Antwerp, Belgium; Department of Cell and Molecular Biology (J.P.T.), St. Jude Children's Research Hospital, Memphis, TN; and Department of Neurology (J.W., M.B.), University of Miami, FL
| |
Collapse
|
63
|
Thompson AG, Marsden R, Talbot K, Turner MR. Primary care blood tests show lipid profile changes in pre-symptomatic amyotrophic lateral sclerosis. Brain Commun 2023; 5:fcad211. [PMID: 37577380 PMCID: PMC10412752 DOI: 10.1093/braincomms/fcad211] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 07/04/2023] [Accepted: 07/27/2023] [Indexed: 08/15/2023] Open
Abstract
Multiple sources of evidence suggest that changes in metabolism may precede the onset of motor symptoms in amyotrophic lateral sclerosis. This study aimed to seek evidence for alterations in the levels of blood indices collected routinely in the primary care setting prior to the onset of motor symptoms in amyotrophic lateral sclerosis. Premorbid data, measured as part of routine health screening, for total cholesterol, high-density and low-density lipoprotein cholesterol, triglyceride, glycated haemoglobin A1c and creatinine were collected retrospectively from (i) a cohort of amyotrophic lateral sclerosis patients attending a specialist clinic (n = 143) and (ii) from primary care-linked data within UK Biobank. Data were fitted using linear mixed effects models with linear b-splines to identify inflection points, controlling for age and sex. In specialist amyotrophic lateral sclerosis clinic cases, models indicated decreasing levels of total and low-density lipoprotein cholesterol prior to an inflection point in the years before symptom onset (total cholesterol 3.25 years, low-density lipoprotein cholesterol 1.25 years), after which they stabilized or rose. A similar pattern was observed in amyotrophic lateral sclerosis cases within UK Biobank, occurring several years prior to diagnosis (total cholesterol 7 years, low-density lipoprotein cholesterol 7.25 years), differing significantly from matched controls. High-density lipoprotein cholesterol followed a similar pattern but was less robust to sensitivity analyses. Levels of triglyceride remained stable throughout. Glycated haemoglobin temporal profiles were not consistent between the clinic and biobank cohorts. Creatinine level trajectories prior to amyotrophic lateral sclerosis did not differ significantly from controls but decreased significantly in the symptomatic period after an inflection point of 0.25 years after symptom onset (clinic cohort) or 0.5 years before diagnosis (UK Biobank). These data provide further evidence for a pre-symptomatic period of dynamic metabolic change in amyotrophic lateral sclerosis, consistently associated with alterations in blood cholesterols. Such changes may ultimately contribute to biomarkers applicable to population screening and for pathways guiding the targeting of preventative therapy.
Collapse
Affiliation(s)
- Alexander G Thompson
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford OX3 9DU, UK
| | - Rachael Marsden
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford OX3 9DU, UK
| | - Kevin Talbot
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford OX3 9DU, UK
| | - Martin R Turner
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford OX3 9DU, UK
| |
Collapse
|
64
|
Mohovic N, Peradinovic J, Markovinovic A, Cimbro R, Minic Z, Dominovic M, Jakovac H, Nimac J, Rogelj B, Munitic I. Neuroimmune characterization of optineurin insufficiency mouse model during ageing. Sci Rep 2023; 13:11840. [PMID: 37481656 PMCID: PMC10363168 DOI: 10.1038/s41598-023-38875-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Accepted: 07/16/2023] [Indexed: 07/24/2023] Open
Abstract
Optineurin is a multifunctional polyubiquitin-binding protein implicated in inflammatory signalling. Optineurin mutations are associated with amyotrophic lateral sclerosis (ALS) and frontotemporal dementia (FTD), neurodegenerative diseases characterised by neuronal loss, neuroinflammation, and peripheral immune disbalance. However, the pathogenic role of optineurin mutations is unclear. We previously observed no phenotype in the unmanipulated young optineurin insufficiency mice (Optn470T), designed to mimic ALS/FTD-linked truncations deficient in polyubiquitin binding. The purpose of this study was to investigate whether ageing would trigger neurodegeneration. We performed a neurological, neuropathological, and immunological characterization of ageing wild-type (WT) and Optn470T mice. No motor or cognitive differences were detected between the genotypes. Neuropathological analyses demonstrated signs of ageing including lipofuscin accumulation and microglial activation in WT mice. However, this was not worsened in Optn470T mice, and they did not exhibit TAR DNA-binding protein 43 (TDP-43) aggregation or neuronal loss. Spleen immunophenotyping uncovered T cell immunosenescence at two years but without notable differences between the WT and Optn470T mice. Conventional dendritic cells (cDC) and macrophages exhibited increased expression of activation markers in two-year-old Optn470T males but not females, although the numbers of innate immune cells were similar between genotypes. Altogether, a combination of optineurin insufficiency and ageing did not induce ALS/FTD-like immune imbalance and neuropathology in mice.
Collapse
Affiliation(s)
- Nikolina Mohovic
- Laboratory for Molecular Immunology, Department of Biotechnology, University of Rijeka, Radmile Matejcic 2, 51000, Rijeka, Croatia
| | - Josip Peradinovic
- Laboratory for Molecular Immunology, Department of Biotechnology, University of Rijeka, Radmile Matejcic 2, 51000, Rijeka, Croatia
| | - Andrea Markovinovic
- Laboratory for Molecular Immunology, Department of Biotechnology, University of Rijeka, Radmile Matejcic 2, 51000, Rijeka, Croatia
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, 5 Cutcombe Road, London, SE5 9RX, UK
| | - Raffaello Cimbro
- Laboratory for Molecular Immunology, Department of Biotechnology, University of Rijeka, Radmile Matejcic 2, 51000, Rijeka, Croatia
| | - Zeljka Minic
- Department of Biotechnology, University of Rijeka, Radmile Matejcic 2, 51000, Rijeka, Croatia
| | - Marin Dominovic
- Department of Biotechnology, University of Rijeka, Radmile Matejcic 2, 51000, Rijeka, Croatia
| | - Hrvoje Jakovac
- Department of Physiology and Immunology, Medical Faculty, University of Rijeka, Brace Branchetta 20, 51000, Rijeka, Croatia
| | - Jerneja Nimac
- Department of Biotechnology, Jozef Stefan Institute, 1000, Ljubljana, Slovenia
- Graduate School of Biomedicine, Faculty of Medicine, University of Ljubljana, 1000, Ljubljana, Slovenia
| | - Boris Rogelj
- Department of Biotechnology, Jozef Stefan Institute, 1000, Ljubljana, Slovenia
- Faculty of Chemistry and Chemical Technology, University of Ljubljana, 1000, Ljubljana, Slovenia
| | - Ivana Munitic
- Laboratory for Molecular Immunology, Department of Biotechnology, University of Rijeka, Radmile Matejcic 2, 51000, Rijeka, Croatia.
| |
Collapse
|
65
|
Barney RE, Huang G, Gallagher TL, Tischbein M, DeWitt J, Martindale R, LaRochelle EMP, Tsongalis GJ, Stommel EW. Validation of a Droplet Digital PCR (ddPCR) Assay to Detect Cyanobacterial 16S rDNA in Human Lung Tissue. TOXICS 2023; 11:531. [PMID: 37368631 DOI: 10.3390/toxics11060531] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Revised: 06/02/2023] [Accepted: 06/12/2023] [Indexed: 06/29/2023]
Abstract
Cyanobacteria produce a variety of secondary metabolites, including toxins that may contribute to the development of disease. Previous work was able to detect the presence of a cyanobacterial marker in human nasal and broncoalveolar lavage samples; however, it was not able to determine the quantification of the marker. To further research the relationship between cyanobacteria and human health, we validated a droplet digital polymerase chain reaction (ddPCR) assay to simultaneously detect the cyanobacterial 16S marker and a human housekeeping gene in human lung tissue samples. The ability to detect cyanobacteria in human samples will allow further research into the role cyanobacteria plays in human health and disease.
Collapse
Affiliation(s)
- Rachael E Barney
- Dartmouth-Hitchcock Medical Center, Department of Pathology, Geisel School of Medicine at Dartmouth, Lebanon, NH 03756, USA
| | - Guohong Huang
- Dartmouth-Hitchcock Medical Center, Department of Pathology, Geisel School of Medicine at Dartmouth, Lebanon, NH 03756, USA
| | - Torrey L Gallagher
- Dartmouth-Hitchcock Medical Center, Department of Pathology, Geisel School of Medicine at Dartmouth, Lebanon, NH 03756, USA
| | - Maeve Tischbein
- Dartmouth-Hitchcock Medical Center, Department of Neurology, Geisel School of Medicine at Dartmouth, Lebanon, NH 03756, USA
| | - John DeWitt
- Department of Pathology, University of Vermont, Burlington, VT 05405, USA
| | - Rachel Martindale
- Department of Pathology, University of Vermont, Burlington, VT 05405, USA
| | - Ethan M P LaRochelle
- Dartmouth-Hitchcock Medical Center, Department of Pathology, Geisel School of Medicine at Dartmouth, Lebanon, NH 03756, USA
| | - Gregory J Tsongalis
- Dartmouth-Hitchcock Medical Center, Department of Pathology, Geisel School of Medicine at Dartmouth, Lebanon, NH 03756, USA
| | - Elijah W Stommel
- Dartmouth-Hitchcock Medical Center, Department of Neurology, Geisel School of Medicine at Dartmouth, Lebanon, NH 03756, USA
| |
Collapse
|
66
|
Vucic S, Stanley Chen KH, Kiernan MC, Hallett M, Benninger DH, Di Lazzaro V, Rossini PM, Benussi A, Berardelli A, Currà A, Krieg SM, Lefaucheur JP, Long Lo Y, Macdonell RA, Massimini M, Rosanova M, Picht T, Stinear CM, Paulus W, Ugawa Y, Ziemann U, Chen R. Clinical diagnostic utility of transcranial magnetic stimulation in neurological disorders. Updated report of an IFCN committee. Clin Neurophysiol 2023; 150:131-175. [PMID: 37068329 PMCID: PMC10192339 DOI: 10.1016/j.clinph.2023.03.010] [Citation(s) in RCA: 80] [Impact Index Per Article: 40.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Revised: 02/28/2023] [Accepted: 03/09/2023] [Indexed: 03/31/2023]
Abstract
The review provides a comprehensive update (previous report: Chen R, Cros D, Curra A, Di Lazzaro V, Lefaucheur JP, Magistris MR, et al. The clinical diagnostic utility of transcranial magnetic stimulation: report of an IFCN committee. Clin Neurophysiol 2008;119(3):504-32) on clinical diagnostic utility of transcranial magnetic stimulation (TMS) in neurological diseases. Most TMS measures rely on stimulation of motor cortex and recording of motor evoked potentials. Paired-pulse TMS techniques, incorporating conventional amplitude-based and threshold tracking, have established clinical utility in neurodegenerative, movement, episodic (epilepsy, migraines), chronic pain and functional diseases. Cortical hyperexcitability has emerged as a diagnostic aid in amyotrophic lateral sclerosis. Single-pulse TMS measures are of utility in stroke, and myelopathy even in the absence of radiological changes. Short-latency afferent inhibition, related to central cholinergic transmission, is reduced in Alzheimer's disease. The triple stimulation technique (TST) may enhance diagnostic utility of conventional TMS measures to detect upper motor neuron involvement. The recording of motor evoked potentials can be used to perform functional mapping of the motor cortex or in preoperative assessment of eloquent brain regions before surgical resection of brain tumors. TMS exhibits utility in assessing lumbosacral/cervical nerve root function, especially in demyelinating neuropathies, and may be of utility in localizing the site of facial nerve palsies. TMS measures also have high sensitivity in detecting subclinical corticospinal lesions in multiple sclerosis. Abnormalities in central motor conduction time or TST correlate with motor impairment and disability in MS. Cerebellar stimulation may detect lesions in the cerebellum or cerebello-dentato-thalamo-motor cortical pathways. Combining TMS with electroencephalography, provides a novel method to measure parameters altered in neurological disorders, including cortical excitability, effective connectivity, and response complexity.
Collapse
Affiliation(s)
- Steve Vucic
- Brain, Nerve Research Center, The University of Sydney, Sydney, Australia.
| | - Kai-Hsiang Stanley Chen
- Department of Neurology, National Taiwan University Hospital Hsin-Chu Branch, Hsin-Chu, Taiwan
| | - Matthew C Kiernan
- Brain and Mind Centre, The University of Sydney; and Department of Neurology, Royal Prince Alfred Hospital, Australia
| | - Mark Hallett
- Human Motor Control Section, National Institute of Neurological Disorders and Stroke (NINDS), National Institutes of Health, Bethesda, Maryland, United States
| | - David H Benninger
- Department of Neurology, University Hospital of Lausanne (CHUV), Switzerland
| | - Vincenzo Di Lazzaro
- Unit of Neurology, Neurophysiology, Neurobiology, Department of Medicine, University Campus Bio-Medico of Rome, Rome, Italy
| | - Paolo M Rossini
- Department of Neurosci & Neurorehab IRCCS San Raffaele-Rome, Italy
| | - Alberto Benussi
- Centre for Neurodegenerative Disorders, Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
| | - Alfredo Berardelli
- IRCCS Neuromed, Pozzilli; Department of Human Neurosciences, Sapienza University of Rome, Rome, Italy
| | - Antonio Currà
- Department of Medico-Surgical Sciences and Biotechnologies, Alfredo Fiorini Hospital, Sapienza University of Rome, Terracina, LT, Italy
| | - Sandro M Krieg
- Department of Neurosurgery, Technical University Munich, School of Medicine, Klinikum rechts der Isar, Munich, Germany
| | - Jean-Pascal Lefaucheur
- Univ Paris Est Creteil, EA4391, ENT, Créteil, France; Clinical Neurophysiology Unit, Henri Mondor Hospital, AP-HP, Créteil, France
| | - Yew Long Lo
- Department of Neurology, National Neuroscience Institute, Singapore General Hospital, Singapore, and Duke-NUS Medical School, Singapore
| | | | - Marcello Massimini
- Dipartimento di Scienze Biomediche e Cliniche, Università degli Studi di Milano, Milan, Italy; Istituto Di Ricovero e Cura a Carattere Scientifico, Fondazione Don Carlo Gnocchi, Milan, Italy
| | - Mario Rosanova
- Department of Biomedical and Clinical Sciences University of Milan, Milan, Italy
| | - Thomas Picht
- Department of Neurosurgery, Charité-Universitätsmedizin Berlin, Cluster of Excellence: "Matters of Activity. Image Space Material," Humboldt University, Berlin Simulation and Training Center (BeST), Charité-Universitätsmedizin Berlin, Germany
| | - Cathy M Stinear
- Department of Medicine Waipapa Taumata Rau, University of Auckland, Auckland, Aotearoa, New Zealand
| | - Walter Paulus
- Department of Neurology, Ludwig-Maximilians-Universität München, München, Germany
| | - Yoshikazu Ugawa
- Department of Human Neurophysiology, School of Medicine, Fukushima Medical University, Japan
| | - Ulf Ziemann
- Department of Neurology and Stroke, Eberhard Karls University of Tübingen, Hoppe-Seyler-Str. 3, 72076, Tübingen, Germany; Hertie Institute for Clinical Brain Research, Eberhard Karls University of Tübingen, Otfried-Müller-Straße 27, 72076 Tübingen, Germany
| | - Robert Chen
- Edmond J. Safra Program in Parkinson's Disease, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital-UHN, Division of Neurology-University of Toronto, Toronto Canada
| |
Collapse
|
67
|
Fisher EM, Greensmith L, Malaspina A, Fratta P, Hanna MG, Schiavo G, Isaacs AM, Orrell RW, Cunningham TJ, Arozena AA. Opinion: more mouse models and more translation needed for ALS. Mol Neurodegener 2023; 18:30. [PMID: 37143081 PMCID: PMC10161557 DOI: 10.1186/s13024-023-00619-2] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Accepted: 04/11/2023] [Indexed: 05/06/2023] Open
Abstract
Amyotrophic lateral sclerosis is a complex disorder most of which is 'sporadic' of unknown origin but approximately 10% is familial, arising from single mutations in any of more than 30 genes. Thus, there are more than 30 familial ALS subtypes, with different, often unknown, molecular pathologies leading to a complex constellation of clinical phenotypes. We have mouse models for many genetic forms of the disorder, but these do not, on their own, necessarily show us the key pathological pathways at work in human patients. To date, we have no models for the 90% of ALS that is 'sporadic'. Potential therapies have been developed mainly using a limited set of mouse models, and through lack of alternatives, in the past these have been tested on patients regardless of aetiology. Cancer researchers have undertaken therapy development with similar challenges; they have responded by producing complex mouse models that have transformed understanding of pathological processes, and they have implemented patient stratification in multi-centre trials, leading to the effective translation of basic research findings to the clinic. ALS researchers have successfully adopted this combined approach, and now to increase our understanding of key disease pathologies, and our rate of progress for moving from mouse models to mechanism to ALS therapies we need more, innovative, complex mouse models to address specific questions.
Collapse
Affiliation(s)
- Elizabeth M.C. Fisher
- UCL Queen Square Motor Neuron Disease Centre, UCL Queen Square Institute of Neurology, University College London, Queen Square, London, WC1N 3BG UK
- Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, University College London, Queen Square, London, WC1N 3BG UK
| | - Linda Greensmith
- UCL Queen Square Motor Neuron Disease Centre, UCL Queen Square Institute of Neurology, University College London, Queen Square, London, WC1N 3BG UK
- Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, University College London, Queen Square, London, WC1N 3BG UK
| | - Andrea Malaspina
- UCL Queen Square Motor Neuron Disease Centre, UCL Queen Square Institute of Neurology, University College London, Queen Square, London, WC1N 3BG UK
- Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, University College London, Queen Square, London, WC1N 3BG UK
| | - Pietro Fratta
- UCL Queen Square Motor Neuron Disease Centre, UCL Queen Square Institute of Neurology, University College London, Queen Square, London, WC1N 3BG UK
- Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, University College London, Queen Square, London, WC1N 3BG UK
| | - Michael G. Hanna
- UCL Queen Square Motor Neuron Disease Centre, UCL Queen Square Institute of Neurology, University College London, Queen Square, London, WC1N 3BG UK
- Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, University College London, Queen Square, London, WC1N 3BG UK
| | - Giampietro Schiavo
- UCL Queen Square Motor Neuron Disease Centre, UCL Queen Square Institute of Neurology, University College London, Queen Square, London, WC1N 3BG UK
- Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, University College London, Queen Square, London, WC1N 3BG UK
- UK Dementia Research Institute at UCL, London, WC1E 6BT UK
| | - Adrian M. Isaacs
- UCL Queen Square Motor Neuron Disease Centre, UCL Queen Square Institute of Neurology, University College London, Queen Square, London, WC1N 3BG UK
- UK Dementia Research Institute at UCL, London, WC1E 6BT UK
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, Queen Square, London, WC1N 3BG UK
| | - Richard W. Orrell
- UCL Queen Square Motor Neuron Disease Centre, UCL Queen Square Institute of Neurology, University College London, Queen Square, London, WC1N 3BG UK
- Department of Clinical and Movement Neurosciences, UCL Queen Square Institute of Neurology, University College London, Queen Square, London, WC1N 3BG UK
| | - Thomas J. Cunningham
- MRC Prion Unit at UCL, Courtauld Building, 33 Cleveland Street, London, W1W 7FF UK
| | - Abraham Acevedo Arozena
- Research Unit, Hospital Universitario de Canarias, ITB-ULL and CIBERNED, La Laguna, 38320 Spain
| |
Collapse
|
68
|
Swanson MEV, Mrkela M, Murray HC, Cao MC, Turner C, Curtis MA, Faull RLM, Walker AK, Scotter EL. Microglial CD68 and L-ferritin upregulation in response to phosphorylated-TDP-43 pathology in the amyotrophic lateral sclerosis brain. Acta Neuropathol Commun 2023; 11:69. [PMID: 37118836 PMCID: PMC10142752 DOI: 10.1186/s40478-023-01561-6] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Accepted: 03/29/2023] [Indexed: 04/30/2023] Open
Abstract
Microglia, the innate immune cells of the brain, are activated by damage or disease. In mouse models of amyotrophic lateral sclerosis (ALS), microglia shift from neurotrophic to neurotoxic states with disease progression. It remains unclear how human microglia change relative to the TAR DNA-binding protein 43 (TDP-43) aggregation that occurs in 97% of ALS cases. Here we examine spatial relationships between microglial activation and TDP-43 pathology in brain tissue from people with ALS and from a TDP-43-driven ALS mouse model. Post-mortem human brain tissue from the Neurological Foundation Human Brain Bank was obtained from 10 control and 10 ALS cases in parallel with brain tissue from a bigenic NEFH-tTA/tetO-hTDP-43∆NLS (rNLS) mouse model of ALS at disease onset, early disease, and late disease stages. The spatiotemporal relationship between microglial activation and ALS pathology was determined by investigating microglial functional marker expression in brain regions with low and high TDP-43 burden at end-stage human disease: hippocampus and motor cortex, respectively. Sections were immunohistochemically labelled with a two-round multiplexed antibody panel against; microglial functional markers (L-ferritin, HLA-DR, CD74, CD68, and Iba1), a neuronal marker, an astrocyte marker, and pathological phosphorylated TDP-43 (pTDP-43). Single-cell levels of microglial functional markers were quantified using custom analysis pipelines and mapped to anatomical regions and ALS pathology. We identified a significant increase in microglial Iba1 and CD68 expression in the human ALS motor cortex, with microglial CD68 being significantly correlated with pTDP-43 pathology load. We also identified two subpopulations of microglia enriched in the ALS motor cortex that were defined by high L-ferritin expression. A similar pattern of microglial changes was observed in the rNLS mouse, with an increase first in CD68 and then in L-ferritin expression, with both occurring only after pTDP-43 inclusions were detectable. Our data strongly suggest that microglia are phagocytic at early-stage ALS but transition to a dysfunctional state at end-stage disease, and that these functional states are driven by pTDP-43 aggregation. Overall, these findings enhance our understanding of microglial phenotypes and function in ALS.
Collapse
Affiliation(s)
- Molly E V Swanson
- School of Biological Sciences, University of Auckland, Auckland, New Zealand
- Centre for Brain Research, University of Auckland, Auckland, New Zealand
| | - Miran Mrkela
- School of Biological Sciences, University of Auckland, Auckland, New Zealand
- Centre for Brain Research, University of Auckland, Auckland, New Zealand
| | - Helen C Murray
- Centre for Brain Research, University of Auckland, Auckland, New Zealand
- Department of Anatomy and Medical Imaging, University of Auckland, Auckland, New Zealand
| | - Maize C Cao
- Centre for Brain Research, University of Auckland, Auckland, New Zealand
- Department of Pharmacology and Clinical Pharmacology, University of Auckland, Auckland, New Zealand
| | - Clinton Turner
- Department of Anatomical Pathology, Pathology and Laboratory Medicine, Auckland City Hospital, Auckland, New Zealand
| | - Maurice A Curtis
- Centre for Brain Research, University of Auckland, Auckland, New Zealand
- Department of Anatomy and Medical Imaging, University of Auckland, Auckland, New Zealand
| | - Richard L M Faull
- Centre for Brain Research, University of Auckland, Auckland, New Zealand
- Department of Anatomy and Medical Imaging, University of Auckland, Auckland, New Zealand
| | - Adam K Walker
- Queensland Brain Institute, University of Queensland, Brisbane, Australia
| | - Emma L Scotter
- School of Biological Sciences, University of Auckland, Auckland, New Zealand.
- Centre for Brain Research, University of Auckland, Auckland, New Zealand.
| |
Collapse
|
69
|
Antonioni A, Govoni V, Brancaleoni L, Donà A, Granieri E, Bergamini M, Gerdol R, Pugliatti M. Amyotrophic Lateral Sclerosis and Air Pollutants in the Province of Ferrara, Northern Italy: An Ecological Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:ijerph20085591. [PMID: 37107873 PMCID: PMC10138704 DOI: 10.3390/ijerph20085591] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Revised: 03/18/2023] [Accepted: 04/14/2023] [Indexed: 05/10/2023]
Abstract
The etiopathogenesis of amyotrophic lateral sclerosis (ALS) is still largely unknown, but likely depends on gene-environment interactions. Among the putative sources of environmental exposure are air pollutants and especially heavy metals. We aimed to investigate the relationship between ALS density and the concentration of air pollution heavy metals in Ferrara, northern Italy. An ecological study was designed to correlate the map of ALS distribution and that of air pollutants. All ALS cases diagnosed between 2000 and 2017 (Ferrara University Hospital administrative data) were plotted by residency in 100 sub-areas, and grouped in 4 sectors: urban, rural, northwestern and along the motorway. The concentrations of silver, aluminium, cadmium, chrome, copper, iron, manganese, lead, and selenium in moss and lichens were measured and monitored in 2006 and 2011. Based on 62 ALS patients, a strong and direct correlation of ALS density was observed only with copper concentrations in all sectors and in both sexes (Pearson coefficient (ρ) = 0.758; p = 0.000002). The correlation was higher in the urban sector (ρ = 0.767; p = 0.000128), in women for the overall population (ρ = 0.782, p = 0.000028) and in the urban (ρ = 0.872, p = 0.000047) population, and for the older cohort of diagnosed patients (2000-2009) the assessment correlated with the first assessment of air pollutants in 2006 (ρ = 0.724, p = 0.008). Our data is, in part, consistent with a hypothesis linking copper pollution to ALS.
Collapse
Affiliation(s)
- Annibale Antonioni
- Unit of Clinical Neurology, Department of Neurosciences and Rehabilitation, University of Ferrara, 44121 Ferrara, Italy; (A.A.); (E.G.)
- Doctoral Program in Translational Neurosciences and Neurotechnologies, University of Ferrara, 44121 Ferrara, Italy
| | - Vittorio Govoni
- Unit of Clinical Neurology, Department of Neurosciences and Rehabilitation, University of Ferrara, 44121 Ferrara, Italy; (A.A.); (E.G.)
| | - Lisa Brancaleoni
- Department of Environmental and Prevention Sciences, University of Ferrara, 44121 Ferrara, Italy
| | - Alessandro Donà
- Unit of Clinical Neurology, Department of Neurosciences and Rehabilitation, University of Ferrara, 44121 Ferrara, Italy; (A.A.); (E.G.)
| | - Enrico Granieri
- Unit of Clinical Neurology, Department of Neurosciences and Rehabilitation, University of Ferrara, 44121 Ferrara, Italy; (A.A.); (E.G.)
| | - Mauro Bergamini
- Preventive Medicine and Risk Assessment, University of Ferrara, 44121 Ferrara, Italy
| | - Renato Gerdol
- Department of Environmental and Prevention Sciences, University of Ferrara, 44121 Ferrara, Italy
| | - Maura Pugliatti
- Unit of Clinical Neurology, Department of Neurosciences and Rehabilitation, University of Ferrara, 44121 Ferrara, Italy; (A.A.); (E.G.)
- Correspondence: ; Tel.: +39-0532-239309
| |
Collapse
|
70
|
Shadfar S, Parakh S, Jamali MS, Atkin JD. Redox dysregulation as a driver for DNA damage and its relationship to neurodegenerative diseases. Transl Neurodegener 2023; 12:18. [PMID: 37055865 PMCID: PMC10103468 DOI: 10.1186/s40035-023-00350-4] [Citation(s) in RCA: 35] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Accepted: 03/16/2023] [Indexed: 04/15/2023] Open
Abstract
Redox homeostasis refers to the balance between the production of reactive oxygen species (ROS) as well as reactive nitrogen species (RNS), and their elimination by antioxidants. It is linked to all important cellular activities and oxidative stress is a result of imbalance between pro-oxidants and antioxidant species. Oxidative stress perturbs many cellular activities, including processes that maintain the integrity of DNA. Nucleic acids are highly reactive and therefore particularly susceptible to damage. The DNA damage response detects and repairs these DNA lesions. Efficient DNA repair processes are therefore essential for maintaining cellular viability, but they decline considerably during aging. DNA damage and deficiencies in DNA repair are increasingly described in age-related neurodegenerative diseases, such as Alzheimer's disease, Parkinson's disease, amyotrophic lateral sclerosis and Huntington's disease. Furthermore, oxidative stress has long been associated with these conditions. Moreover, both redox dysregulation and DNA damage increase significantly during aging, which is the biggest risk factor for neurodegenerative diseases. However, the links between redox dysfunction and DNA damage, and their joint contributions to pathophysiology in these conditions, are only just emerging. This review will discuss these associations and address the increasing evidence for redox dysregulation as an important and major source of DNA damage in neurodegenerative disorders. Understanding these connections may facilitate a better understanding of disease mechanisms, and ultimately lead to the design of better therapeutic strategies based on preventing both redox dysregulation and DNA damage.
Collapse
Affiliation(s)
- Sina Shadfar
- Centre for Motor Neuron Disease Research, Macquarie Medical School, Macquarie University, Sydney, NSW, 2109, Australia.
| | - Sonam Parakh
- Centre for Motor Neuron Disease Research, Macquarie Medical School, Macquarie University, Sydney, NSW, 2109, Australia
| | - Md Shafi Jamali
- Centre for Motor Neuron Disease Research, Macquarie Medical School, Macquarie University, Sydney, NSW, 2109, Australia
| | - Julie D Atkin
- Centre for Motor Neuron Disease Research, Macquarie Medical School, Macquarie University, Sydney, NSW, 2109, Australia.
- La Trobe Institute for Molecular Science, La Trobe University, Bundoora, Melbourne, VIC, 3086, Australia.
| |
Collapse
|
71
|
Gianferrari G, Martinelli I, Simonini C, Zucchi E, Fini N, Caputo M, Ghezzi A, Gessani A, Canali E, Casmiro M, De Massis P, Curro' Dossi M, De Pasqua S, Liguori R, Longoni M, Medici D, Morresi S, Patuelli A, Pugliatti M, Santangelo M, Sette E, Stragliati F, Terlizzi E, Vacchiano V, Zinno L, Ferro S, Amedei A, Filippini T, Vinceti M, Mandrioli J. Insight into Elderly ALS Patients in the Emilia Romagna Region: Epidemiological and Clinical Features of Late-Onset ALS in a Prospective, Population-Based Study. Life (Basel) 2023; 13:life13040942. [PMID: 37109471 PMCID: PMC10144747 DOI: 10.3390/life13040942] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Revised: 03/23/2023] [Accepted: 03/31/2023] [Indexed: 04/29/2023] Open
Abstract
Few studies have focused on elderly (>80 years) amyotrophic lateral sclerosis (ALS) patients, who represent a fragile subgroup generally not included in clinical trials and often neglected because they are more difficult to diagnose and manage. We analyzed the clinical and genetic features of very late-onset ALS patients through a prospective, population-based study in the Emilia Romagna Region of Italy. From 2009 to 2019, 222 (13.76%) out of 1613 patients in incident cases were over 80 years old at diagnosis, with a female predominance (F:M = 1.18). Elderly ALS patients represented 12.02% of patients before 2015 and 15.91% from 2015 onwards (p = 0.024). This group presented with bulbar onset in 38.29% of cases and had worse clinical conditions at diagnosis compared to younger patients, with a lower average BMI (23.12 vs. 24.57 Kg/m2), a higher progression rate (1.43 vs. 0.95 points/month), and a shorter length of survival (a median of 20.77 vs. 36 months). For this subgroup, genetic analyses have seldom been carried out (25% vs. 39.11%) and are generally negative. Finally, elderly patients underwent less frequent nutritional- and respiratory-supporting procedures, and multidisciplinary teams were less involved at follow-up, except for specialist palliative care. The genotypic and phenotypic features of elderly ALS patients could help identify the different environmental and genetic risk factors that determine the age at which disease onset occurs. Since multidisciplinary management can improve a patient's prognosis, it should be more extensively applied to this fragile group of patients.
Collapse
Affiliation(s)
- Giulia Gianferrari
- Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy
| | - Ilaria Martinelli
- Department of Neurosciences, Azienda Ospedaliero Universitaria di Modena, 41124 Modena, Italy
- Clinical and Experimental Medicine Ph.D. Program, University of Modena and Reggio Emilia, 41125 Modena, Italy
| | - Cecilia Simonini
- Department of Neurosciences, Azienda Ospedaliero Universitaria di Modena, 41124 Modena, Italy
| | - Elisabetta Zucchi
- Department of Neurosciences, Azienda Ospedaliero Universitaria di Modena, 41124 Modena, Italy
- Neuroscience Ph.D. Program, University of Modena and Reggio Emilia, 41125 Modena, Italy
| | - Nicola Fini
- Department of Neurosciences, Azienda Ospedaliero Universitaria di Modena, 41124 Modena, Italy
| | - Maria Caputo
- Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy
| | - Andrea Ghezzi
- Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy
| | - Annalisa Gessani
- Department of Neurosciences, Azienda Ospedaliero Universitaria di Modena, 41124 Modena, Italy
| | - Elena Canali
- Department of Neurology, IRCCS Arcispedale Santa Maria Nuova, 42123 Reggio Emilia, Italy
| | - Mario Casmiro
- Department of Neurology, Faenza and Ravenna Hospital, 48100 Ravenna, Italy
| | | | | | | | - Rocco Liguori
- Department of Biomedical and Neuromotor Sciences (DIBINEM), University of Bologna, 40126 Bologna, Italy
- IRCCS Istituto delle Scienze Neurologiche di Bologna, UOC Clinica Neurologica, 40126 Bologna, Italy
| | - Marco Longoni
- Department of Neurology, Infermi Hospital, 48018 Rimini, Italy
- Department of Neurology, Bufalini Hospital, 47521 Cesena, Italy
| | - Doriana Medici
- Department of Neurology, Fidenza Hospital, 43036 Parma, Italy
| | | | | | - Maura Pugliatti
- Department of Neurosciences, University of Ferrara, 44121 Ferrara, Italy
- Department of Neurology, St. Anna Hospital, 44124 Ferrara, Italy
| | | | - Elisabetta Sette
- Department of Neurology, St. Anna Hospital, 44124 Ferrara, Italy
| | - Filippo Stragliati
- Department of General and Specialized Medicine, University Hospital of Parma, 43126 Parma, Italy
| | - Emilio Terlizzi
- Department of Neurology, G. Da Saliceto Hospital, 29121 Piacenza, Italy
| | - Veria Vacchiano
- Department of Biomedical and Neuromotor Sciences (DIBINEM), University of Bologna, 40126 Bologna, Italy
- IRCCS Istituto delle Scienze Neurologiche di Bologna, UOC Clinica Neurologica, 40126 Bologna, Italy
| | - Lucia Zinno
- Department of General and Specialized Medicine, University Hospital of Parma, 43126 Parma, Italy
| | - Salvatore Ferro
- Department of Hospital Services, Emilia Romagna Regional Health Authority, 40127 Bologna, Italy
| | - Amedeo Amedei
- Department of Experimental and Clinical Medicine, University of Florence, 50134 Florence, Italy
| | - Tommaso Filippini
- Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy
- Research Centre in Environmental, Genetic and Nutritional Epidemiology-CREAGEN, University of Modena and Reggio Emilia, 41125 Modena, Italy
- School of Public Health, University of California Berkeley, Berkeley, CA 94704, USA
| | - Marco Vinceti
- Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy
- Research Centre in Environmental, Genetic and Nutritional Epidemiology-CREAGEN, University of Modena and Reggio Emilia, 41125 Modena, Italy
- Department of Epidemiology, Boston University School of Public Health, Boston University, Boston, MA 02118, USA
| | - Jessica Mandrioli
- Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy
- Department of Neurosciences, Azienda Ospedaliero Universitaria di Modena, 41124 Modena, Italy
| |
Collapse
|
72
|
Stipa G, Ancidoni A, Vanacore N, Bellomo G. Raw Water and ALS: A Unifying Hypothesis for the Environmental Agents Involved in ALS. Ann Neurosci 2023; 30:124-132. [PMID: 37706096 PMCID: PMC10496797 DOI: 10.1177/09727531221120358] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Accepted: 07/22/2022] [Indexed: 09/15/2023] Open
Abstract
Different studies identified the presence of several altered genes in familial and sporadic amyotrophic lateral sclerosis (ALS) forms. The experimental data, together with the epidemiological data, would seem to suggest the existence of molecular mechanisms (e.g., axonal transport) related to these genes, together with a susceptibility of the same genes to certain environmental factors that would therefore suggest an impact of the environment on the etiopathogenesis of ALS. In our review, we considered the most relevant environmental clusters around the world, collecting different hypotheses and underlining common environmental factors among the different clusters. Moreover, further epidemiological data identified a higher risk of ALS in professional athletes and, in particular, in soccer and football players. Despite this increased risk of ALS highlighted by the epidemiological evidence in aforementioned sports, the mechanisms remain unclear. At last, the use of raw water has been associated with ALS risk. The aim of the present review is to characterize a possible relationship between these clusters, to be explored in the context of the interaction between genetic and environmental factors on the etiopathogenesis of ALS.
Collapse
Affiliation(s)
- Giuseppe Stipa
- Clinical Neurophysiology Division, Neuroscience Department, S. Maria University Hospital, Terni, Italy
| | - Antonio Ancidoni
- National Center for Disease Prevention and Health Promotion, National Institute of Health (ISS), Roma, Italy
| | - Nicola Vanacore
- National Center for Disease Prevention and Health Promotion, National Institute of Health (ISS), Roma, Italy
| | - Guido Bellomo
- National Center for Disease Prevention and Health Promotion, National Institute of Health (ISS), Roma, Italy
| |
Collapse
|
73
|
Mueller S, Decker L, Menge S, Ludolph AC, Freischmidt A. The Fragile X Protein Family in Amyotrophic Lateral Sclerosis. Mol Neurobiol 2023; 60:3898-3910. [PMID: 36991279 DOI: 10.1007/s12035-023-03330-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Accepted: 03/23/2023] [Indexed: 03/31/2023]
Abstract
The fragile X protein (FXP) family comprises the multifunctional RNA-binding proteins FMR1, FXR1, and FXR2 that play an important role in RNA metabolism and regulation of translation, but also in DNA damage and cellular stress responses, mitochondrial organization, and more. FMR1 is well known for its implication in neurodevelopmental diseases. Recent evidence suggests substantial contribution of this protein family to amyotrophic lateral sclerosis (ALS) pathogenesis. ALS is a highly heterogeneous neurodegenerative disease with multiple genetic and unclear environmental causes and very limited treatment options. The loss of motoneurons in ALS is still poorly understood, especially because pathogenic mechanisms are often restricted to patients with mutations in specific causative genes. Identification of converging disease mechanisms evident in most patients and suitable for therapeutic intervention is therefore of high importance. Recently, deregulation of the FXPs has been linked to pathogenic processes in different types of ALS. Strikingly, in many cases, available data points towards loss of expression and/or function of the FXPs early in the disease, or even at the presymptomatic state. In this review, we briefly introduce the FXPs and summarize available data about these proteins in ALS. This includes their relation to TDP-43, FUS, and ALS-related miRNAs, as well as their possible contribution to pathogenic protein aggregation and defective RNA editing. Furthermore, open questions that need to be addressed before definitively judging suitability of these proteins as novel therapeutic targets are discussed.
Collapse
Affiliation(s)
- Sarah Mueller
- Department of Neurology, Ulm University, Albert-Einstein-Allee 11, 89081, Ulm, Germany
| | - Lorena Decker
- Department of Neurology, Ulm University, Albert-Einstein-Allee 11, 89081, Ulm, Germany
| | - Sonja Menge
- Department of Neurology, Ulm University, Albert-Einstein-Allee 11, 89081, Ulm, Germany
| | - Albert C Ludolph
- Department of Neurology, Ulm University, Albert-Einstein-Allee 11, 89081, Ulm, Germany
- German Center For Neurodegenerative Diseases (DZNE) Ulm, Ulm, Germany
| | - Axel Freischmidt
- Department of Neurology, Ulm University, Albert-Einstein-Allee 11, 89081, Ulm, Germany.
| |
Collapse
|
74
|
Janse van Mantgem MR, van Rheenen W, Hackeng AV, van Es MA, Veldink JH, van den Berg LH, van Eijk RPA. Association Between Serum Lipids and Survival in Patients With Amyotrophic Lateral Sclerosis: A Meta-analysis and Population-Based Study. Neurology 2023; 100:e1062-e1071. [PMID: 36460467 PMCID: PMC9990853 DOI: 10.1212/wnl.0000000000201657] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Accepted: 10/20/2022] [Indexed: 12/05/2022] Open
Abstract
BACKGROUND AND OBJECTIVE To explore the association between lipids, polygenic profile scores (PPS) for biomarkers of lipid metabolism, markers of disease severity, and survival in patients with amyotrophic lateral sclerosis (ALS). METHODS We meta-analyzed the current literature on the prognostic value of lipids in patients with ALS. Subsequently, we evaluated the relationship between lipid levels at diagnosis, clinical disease stage, and survival in all consecutive patients diagnosed in the Netherlands. We determined the hazard ratio (HR) of each lipid for overall survival, defined as death from any cause. A subset of patients was matched to a previous genome-wide association study; data were used to calculate PPS for biomarkers of lipid metabolism and to determine the association between observed lipid levels at diagnosis and survival. RESULTS Meta-analysis of 4 studies indicated that none of the biomarkers of the lipid metabolism were statistically significantly associated with overall survival; there was, however, considerable heterogeneity between study results. Using individual patient data (N = 1,324), we found that increased high-density lipoprotein (HDL) cholesterol was associated with poorer survival (HR of 1.33 (95% CI 1.14-1.55, p < 0.001)). The correlation between BMI and HDL cholesterol (Pearson r -0.26, 95% CI -0.32 to -0.20) was negative and between BMI and triglycerides (TG) positive (Pearson r 0.18, 95% CI 0.12-0.24). Serum concentrations of total cholesterol and LDL cholesterol were lower in more advanced clinical stages (both p < 0.001). PPS for biomarkers of lipid metabolism explained 1.2%-13.1% of their variance at diagnosis. None of the PPS was significantly associated with survival (all p > 0.50). DISCUSSION Lipids may contain valuable information about disease severity and prognosis, but their main value may be driven as a consequence of disease progression. Our results underscore that gaining further insight into lipid metabolism and longitudinal data on serum concentrations of the lipid profile could improve the monitoring of patients and potentially further disentangle ALS pathogenesis.
Collapse
Affiliation(s)
- Mark R Janse van Mantgem
- From the Department of Neurology (M.R.J.M., W.R., A.V.H., M.A.E., J.H.V., L.H.B., R.P.A.E.), UMC Utrecht Brain Center, and Biostatistics & Research Support (R.P.A.E.), Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, The Netherlands
| | - Wouter van Rheenen
- From the Department of Neurology (M.R.J.M., W.R., A.V.H., M.A.E., J.H.V., L.H.B., R.P.A.E.), UMC Utrecht Brain Center, and Biostatistics & Research Support (R.P.A.E.), Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, The Netherlands
| | - Anemone V Hackeng
- From the Department of Neurology (M.R.J.M., W.R., A.V.H., M.A.E., J.H.V., L.H.B., R.P.A.E.), UMC Utrecht Brain Center, and Biostatistics & Research Support (R.P.A.E.), Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, The Netherlands
| | - Michael A van Es
- From the Department of Neurology (M.R.J.M., W.R., A.V.H., M.A.E., J.H.V., L.H.B., R.P.A.E.), UMC Utrecht Brain Center, and Biostatistics & Research Support (R.P.A.E.), Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, The Netherlands
| | - Jan H Veldink
- From the Department of Neurology (M.R.J.M., W.R., A.V.H., M.A.E., J.H.V., L.H.B., R.P.A.E.), UMC Utrecht Brain Center, and Biostatistics & Research Support (R.P.A.E.), Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, The Netherlands
| | - Leonard H van den Berg
- From the Department of Neurology (M.R.J.M., W.R., A.V.H., M.A.E., J.H.V., L.H.B., R.P.A.E.), UMC Utrecht Brain Center, and Biostatistics & Research Support (R.P.A.E.), Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, The Netherlands.
| | - Ruben P A van Eijk
- From the Department of Neurology (M.R.J.M., W.R., A.V.H., M.A.E., J.H.V., L.H.B., R.P.A.E.), UMC Utrecht Brain Center, and Biostatistics & Research Support (R.P.A.E.), Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, The Netherlands
| |
Collapse
|
75
|
Mead RJ, Shan N, Reiser HJ, Marshall F, Shaw PJ. Amyotrophic lateral sclerosis: a neurodegenerative disorder poised for successful therapeutic translation. Nat Rev Drug Discov 2023; 22:185-212. [PMID: 36543887 PMCID: PMC9768794 DOI: 10.1038/s41573-022-00612-2] [Citation(s) in RCA: 154] [Impact Index Per Article: 77.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/11/2022] [Indexed: 12/24/2022]
Abstract
Amyotrophic lateral sclerosis (ALS) is a devastating disease caused by degeneration of motor neurons. As with all major neurodegenerative disorders, development of disease-modifying therapies has proven challenging for multiple reasons. Nevertheless, ALS is one of the few neurodegenerative diseases for which disease-modifying therapies are approved. Significant discoveries and advances have been made in ALS preclinical models, genetics, pathology, biomarkers, imaging and clinical readouts over the last 10-15 years. At the same time, novel therapeutic paradigms are being applied in areas of high unmet medical need, including neurodegenerative disorders. These developments have evolved our knowledge base, allowing identification of targeted candidate therapies for ALS with diverse mechanisms of action. In this Review, we discuss how this advanced knowledge, aligned with new approaches, can enable effective translation of therapeutic agents from preclinical studies through to clinical benefit for patients with ALS. We anticipate that this approach in ALS will also positively impact the field of drug discovery for neurodegenerative disorders more broadly.
Collapse
Affiliation(s)
- Richard J Mead
- Sheffield Institute for Translational Neuroscience, Faculty of Medicine, Dentistry and Health, University of Sheffield, Sheffield, UK
- Neuroscience Institute, University of Sheffield, Sheffield, UK
- Keapstone Therapeutics, The Innovation Centre, Broomhall, Sheffield, UK
| | - Ning Shan
- Aclipse Therapeutics, Radnor, PA, US
| | | | - Fiona Marshall
- MSD UK Discovery Centre, Merck, Sharp and Dohme (UK) Limited, London, UK
| | - Pamela J Shaw
- Sheffield Institute for Translational Neuroscience, Faculty of Medicine, Dentistry and Health, University of Sheffield, Sheffield, UK.
- Neuroscience Institute, University of Sheffield, Sheffield, UK.
- Keapstone Therapeutics, The Innovation Centre, Broomhall, Sheffield, UK.
| |
Collapse
|
76
|
Gulino R. Synaptic Dysfunction and Plasticity in Amyotrophic Lateral Sclerosis. Int J Mol Sci 2023; 24:ijms24054613. [PMID: 36902042 PMCID: PMC10003601 DOI: 10.3390/ijms24054613] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Revised: 02/23/2023] [Accepted: 02/24/2023] [Indexed: 03/03/2023] Open
Abstract
Recent evidence has supported the hypothesis that amyotrophic lateral sclerosis (ALS) is a multi-step disease, as the onset of symptoms occurs after sequential exposure to a defined number of risk factors. Despite the lack of precise identification of these disease determinants, it is known that genetic mutations may contribute to one or more of the steps leading to ALS onset, the remaining being linked to environmental factors and lifestyle. It also appears evident that compensatory plastic changes taking place at all levels of the nervous system during ALS etiopathogenesis may likely counteract the functional effects of neurodegeneration and affect the timing of disease onset and progression. Functional and structural events of synaptic plasticity probably represent the main mechanisms underlying this adaptive capability, causing a significant, although partial and transient, resiliency of the nervous system affected by a neurodegenerative disease. On the other hand, the failure of synaptic functions and plasticity may be part of the pathological process. The aim of this review was to summarize what it is known today about the controversial involvement of synapses in ALS etiopathogenesis, and an analysis of the literature, although not exhaustive, confirmed that synaptic dysfunction is an early pathogenetic process in ALS. Moreover, it appears that adequate modulation of structural and functional synaptic plasticity may likely support function sparing and delay disease progression.
Collapse
Affiliation(s)
- Rosario Gulino
- Department of Biomedical and Biotechnological Sciences, Physiology Section, University of Catania, 95123 Catania, Italy
| |
Collapse
|
77
|
Arnold FJ, Burns M, Chiu Y, Carvalho J, Nguyen AD, Ralph PC, La Spada AR, Bennett CL. Chronic BMAA exposure combined with TDP-43 mutation elicits motor neuron dysfunction phenotypes in mice. Neurobiol Aging 2023; 126:44-57. [PMID: 36931113 DOI: 10.1016/j.neurobiolaging.2023.02.010] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2022] [Revised: 02/15/2023] [Accepted: 02/18/2023] [Indexed: 02/24/2023]
Abstract
Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disease with an average age-of-onset of ∼60 years and is usually fatal within 2-5 years of diagnosis. Mouse models based upon single gene mutations do not recapitulate all ALS pathological features. Environmental insults may also contribute to ALS, and β-N-methylamino-L-alanine (BMAA) is an environmental toxin linked with an increased risk of developing ALS. BMAA, along with cycasin, are hypothesized to be the cause of the Guam-ALS epicenter of the 1950s. We developed a multihit model based on low expression of a dominant familial ALS TDP-43 mutation (Q331K) and chronic low-dose BMAA exposure. Our two-hit mouse model displayed a motor phenotype absent from either lesion alone. By LC/MS analysis, free BMAA was confirmed at trace levels in brain, and were as high as 405 ng/mL (free) and 208 ng/mL (protein-bound) in liver. Elevated BMAA levels in liver were associated with dysregulation of the unfolded protein response (UPR) pathway. Our data represent initial steps towards an ALS mouse model resulting from combined genetic and environmental insult.
Collapse
Affiliation(s)
- F J Arnold
- Department of Pathology and Laboratory Medicine, University of California, Irvine, Irvine, CA, USA; Department of Neurology, Duke University School of Medicine, Durham, NC, USA
| | - M Burns
- Department of Neurology, Duke University School of Medicine, Durham, NC, USA; Departments of Neurobiology and Behavior, University of California, Irvine, Irvine, CA, USA
| | - Y Chiu
- Molecular Education, Technology and Research Innovation Center, North Carolina State University, Raleigh, NC, USA
| | - J Carvalho
- Department of Neurology, Duke University School of Medicine, Durham, NC, USA
| | - A D Nguyen
- Department of Neurology, Duke University School of Medicine, Durham, NC, USA
| | - P C Ralph
- Department of Neurology, Duke University School of Medicine, Durham, NC, USA
| | - A R La Spada
- Department of Pathology and Laboratory Medicine, University of California, Irvine, Irvine, CA, USA; Department of Neurology, Duke University School of Medicine, Durham, NC, USA; Departments of Neurobiology and Behavior, University of California, Irvine, Irvine, CA, USA; Department of Neurology, University of California, Irvine, Irvine, CA, USA; Department of Biological Chemistry, University of California, Irvine, Irvine, CA, USA; UCI Center for Neurotherapeutics, University of California, Irvine, Irvine, CA, USA.
| | - C L Bennett
- Department of Pathology and Laboratory Medicine, University of California, Irvine, Irvine, CA, USA; Department of Neurology, Duke University School of Medicine, Durham, NC, USA.
| |
Collapse
|
78
|
TDP-43 Proteinopathy Specific Biomarker Development. Cells 2023; 12:cells12040597. [PMID: 36831264 PMCID: PMC9954136 DOI: 10.3390/cells12040597] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Revised: 01/31/2023] [Accepted: 02/07/2023] [Indexed: 02/16/2023] Open
Abstract
TDP-43 is the primary or secondary pathological hallmark of neurodegenerative diseases, such as amyotrophic lateral sclerosis, half of frontotemporal dementia cases, and limbic age-related TDP-43 encephalopathy, which clinically resembles Alzheimer's dementia. In such diseases, a biomarker that can detect TDP-43 proteinopathy in life would help to stratify patients according to their definite diagnosis of pathology, rather than in clinical subgroups of uncertain pathology. For therapies developed to target pathological proteins that cause the disease a biomarker to detect and track the underlying pathology would greatly enhance such undertakings. This article reviews the latest developments and outlooks of deriving TDP-43-specific biomarkers from the pathophysiological processes involved in the development of TDP-43 proteinopathy and studies using biosamples from clinical entities associated with TDP-43 pathology to investigate biomarker candidates.
Collapse
|
79
|
Yang L, Cheng Y, Zhu Y, Cui L, Li X. The Serotonergic System and Amyotrophic Lateral Sclerosis: A Review of Current Evidence. Cell Mol Neurobiol 2023:10.1007/s10571-023-01320-0. [PMID: 36729314 DOI: 10.1007/s10571-023-01320-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Accepted: 01/18/2023] [Indexed: 02/03/2023]
Abstract
Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disorder characterized by the premature death of motor neurons. Serotonin (5-HT) is a crucial neurotransmitter, and its dysfunction, whether as a contributor or by-product, has been implicated in ALS pathogenesis. Here, we summarize current evidence linking serotonergic alterations to ALS, including results from post-mortem and neuroimaging studies, biofluid testing, and studies of ALS animal models. We also discuss the possible role of 5-HT in modulating some important mechanisms of ALS (i.e. glutamate excitotoxity and neuroinflammation) and in regulating ALS phenotypes (i.e. breathing dysfunction and metabolic defects). Finally, we discuss the promise and limitations of the serotonergic system as a target for the development of ALS biomarkers and therapeutic approaches. However, due to a relative paucity of data and standardized methodologies in previous studies, proper interpretation of existing results remains a challenge. Future research is needed to unravel the mechanisms linking serotonergic pathways and ALS and to provide valid, reproducible, and translatable findings.
Collapse
Affiliation(s)
- Lu Yang
- Department of Neurology, Peking Union Medical College Hospital (PUMCH), The Transformation Medical Center of PUMC, Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC), Beijing, 100005, China
| | - Yanfei Cheng
- Department of Neurology, Peking Union Medical College Hospital (PUMCH), The Transformation Medical Center of PUMC, Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC), Beijing, 100005, China
| | - Yicheng Zhu
- Department of Neurology, Peking Union Medical College Hospital (PUMCH), The Transformation Medical Center of PUMC, Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC), Beijing, 100005, China.,Neuroscience Center, Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC), Beijing, China
| | - Liying Cui
- Department of Neurology, Peking Union Medical College Hospital (PUMCH), The Transformation Medical Center of PUMC, Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC), Beijing, 100005, China.,Neuroscience Center, Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC), Beijing, China
| | - Xiaoguang Li
- Department of Neurology, Peking Union Medical College Hospital (PUMCH), The Transformation Medical Center of PUMC, Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC), Beijing, 100005, China. .,Neuroscience Center, Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC), Beijing, China.
| |
Collapse
|
80
|
Tazelaar GHP, Hop PJ, Seelen M, van Vugt JJFA, van Rheenen W, Kool L, van Eijk KR, Gijzen M, Dooijes D, Moisse M, Calvo A, Moglia C, Brunetti M, Canosa A, Nordin A, Pardina JSM, Ravits J, Al-Chalabi A, Chio A, McLaughlin RL, Hardiman O, Van Damme P, de Carvalho M, Neuwirth C, Weber M, Andersen PM, van den Berg LH, Veldink JH, van Es MA. Whole genome sequencing analysis reveals post-zygotic mutation variability in monozygotic twins discordant for amyotrophic lateral sclerosis. Neurobiol Aging 2023; 122:76-87. [PMID: 36521271 DOI: 10.1016/j.neurobiolaging.2022.11.010] [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: 05/11/2022] [Revised: 10/23/2022] [Accepted: 11/08/2022] [Indexed: 11/18/2022]
Abstract
Amyotrophic lateral sclerosis is a heterogeneous, fatal neurodegenerative disease, characterized by motor neuron loss and in 50% of cases also by cognitive and/or behavioral changes. Mendelian forms of ALS comprise approximately 10-15% of cases. The majority is however considered sporadic, but also with a high contribution of genetic risk factors. To explore the contribution of somatic mutations and/or epigenetic changes to disease risk, we performed whole genome sequencing and methylation analyses using samples from multiple tissues on a cohort of 26 monozygotic twins discordant for ALS, followed by in-depth validation and replication experiments. The results of these analyses implicate several mechanisms in ALS pathophysiology, which include a role for de novo mutations, defects in DNA damage repair and accelerated aging.
Collapse
Affiliation(s)
- Gijs H P Tazelaar
- Department of Neurology and Neurosurgery, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Paul J Hop
- Department of Neurology and Neurosurgery, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Meinie Seelen
- Department of Neurology and Neurosurgery, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Joke J F A van Vugt
- Department of Neurology and Neurosurgery, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Wouter van Rheenen
- Department of Neurology and Neurosurgery, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Lindy Kool
- Department of Neurology and Neurosurgery, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Kristel R van Eijk
- Department of Neurology and Neurosurgery, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Marleen Gijzen
- Department of Genetics, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Dennis Dooijes
- Department of Genetics, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Matthieu Moisse
- Neurology Department University Hospitals Leuven, Department of Neurosciences and Leuven Brain Institute (LBI) KU Leuven-University of Leuven, Leuven, Belgium; VIB, Center for Brain & Disease Research, Leuven, Belgium
| | - Andrea Calvo
- ALS Centre, "Rita Levi Montalcini" Department of Neuroscience, University of Turin, Turin, Italy; Azienda Ospedaliero-Universitaria Città della Salute e della Scienza di Torino, SC Neurologia 1U, Turin, Italy; Neuroscience Institute of Turin (NIT), Turin, Italy
| | - Cristina Moglia
- ALS Centre, "Rita Levi Montalcini" Department of Neuroscience, University of Turin, Turin, Italy; Azienda Ospedaliero-Universitaria Città della Salute e della Scienza di Torino, SC Neurologia 1U, Turin, Italy; Neuroscience Institute of Turin (NIT), Turin, Italy
| | - Maura Brunetti
- ALS Centre, "Rita Levi Montalcini" Department of Neuroscience, University of Turin, Turin, Italy; Azienda Ospedaliero-Universitaria Città della Salute e della Scienza di Torino, SC Neurologia 1U, Turin, Italy; Neuroscience Institute of Turin (NIT), Turin, Italy
| | - Antonio Canosa
- ALS Centre, "Rita Levi Montalcini" Department of Neuroscience, University of Turin, Turin, Italy; Azienda Ospedaliero-Universitaria Città della Salute e della Scienza di Torino, SC Neurologia 1U, Turin, Italy; Neuroscience Institute of Turin (NIT), Turin, Italy
| | - Angelica Nordin
- Department of Clinical Science, Neurosciences, Umeå University Umeå, Sweden
| | | | - John Ravits
- Department of Neurosciences, University of California at San Diego, La Jolla, CA, USA
| | - Ammar Al-Chalabi
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute and United Kingdom Dementia Research Institute, King's College London, London, UK; Department of Neurology, King's College Hospital, London, UK
| | - Adriano Chio
- ALS Centre, "Rita Levi Montalcini" Department of Neuroscience, University of Turin, Turin, Italy; Azienda Ospedaliero-Universitaria Città della Salute e della Scienza di Torino, SC Neurologia 1U, Turin, Italy; Neuroscience Institute of Turin (NIT), Turin, Italy
| | - Russell L McLaughlin
- Population Genetics Laboratory, Smurfit Institute of Genetics, Trinity College Dublin, Republic of Ireland
| | - Orla Hardiman
- Academic Unit of Neurology, Trinity College Dublin, Trinity Biomedical Sciences Institute, Dublin, Republic of Ireland; Department of Neurology, Beaumont Hospital, Dublin, Republic of Ireland
| | - Philip Van Damme
- Neurology Department University Hospitals Leuven, Department of Neurosciences and Leuven Brain Institute (LBI) KU Leuven-University of Leuven, Leuven, Belgium; VIB, Center for Brain & Disease Research, Leuven, Belgium
| | - Mamede de Carvalho
- Department of Neurosciences, Hospital de Santa Maria-CHLN, Lisbon, Portugal; Institute of Physiology, Institute of Molecular Medicine, Faculty of Medicine, University of Lisbon, Lisbon, Portugal
| | - Christoph Neuwirth
- Neuromuscular Diseases Unit / ALS Clinic, Kantonsspital St.Gallen, St.Gallen, Switzerland
| | - Markus Weber
- Neuromuscular Diseases Unit / ALS Clinic, Kantonsspital St.Gallen, St.Gallen, Switzerland
| | - Peter M Andersen
- Department of Clinical Science, Neurosciences, Umeå University Umeå, Sweden
| | - Leonard H van den Berg
- Department of Neurology and Neurosurgery, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Jan H Veldink
- Department of Neurology and Neurosurgery, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Michael A van Es
- Department of Neurology and Neurosurgery, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht, the Netherlands.
| |
Collapse
|
81
|
Benatar M, Goutman SA, Staats KA, Feldman EL, Weisskopf M, Talbott E, Dave KD, Thakur NM, Al-Chalabi A. A roadmap to ALS prevention: strategies and priorities. J Neurol Neurosurg Psychiatry 2023; 94:399-402. [PMID: 36690429 PMCID: PMC10176353 DOI: 10.1136/jnnp-2022-330473] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Accepted: 01/08/2023] [Indexed: 01/25/2023]
Affiliation(s)
- Michael Benatar
- Department of Neurology, University of Miami Miller School of Medicine, Miami, FL, USA
| | | | - Kim A Staats
- Staats Life Sciences Consulting, Los Angeles, California, USA
| | - Eva L Feldman
- Neurology, University of Michigan, Ann Arbor, Michigan, USA
| | - Marc Weisskopf
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Evelyn Talbott
- Department of Epidemiology, University of Pittsburgh Graduate School of Public Health, Pittsburgh, Pennsylvania, USA
| | - Kuldip D Dave
- ALS Association, Washington, District of Columbia, USA
| | - Neil M Thakur
- ALS Association, Washington, District of Columbia, USA
| | - Ammar Al-Chalabi
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, King's College London, London, UK
| |
Collapse
|
82
|
McCann EP, Grima N, Fifita JA, Chan Moi Fat S, Lehnert K, Henden L, Blair IP, Williams KL. Characterising the Genetic Landscape of Amyotrophic Lateral Sclerosis: A Catalogue and Assessment of Over 1,000 Published Genetic Variants. J Neuromuscul Dis 2023; 10:1127-1141. [PMID: 37638449 PMCID: PMC10657717 DOI: 10.3233/jnd-230148] [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] [Accepted: 08/07/2023] [Indexed: 08/29/2023]
Abstract
BACKGROUND Amyotrophic lateral sclerosis (ALS) is a fatal neurodegenerative disease with genetic and phenotypic heterogeneity. Pathogenic genetic variants remain the only validated cause of disease, the majority of which were discovered in familial ALS patients. While causal gene variants are a lesser contributor to sporadic ALS, an increasing number of risk alleles (low penetrance genetic variants associated with a small increase in disease risk) and variants of uncertain significance have been reported. OBJECTIVE To examine the pathogenic potential of genetic variation in ALS, we sought to characterise variant- and gene-level attributes of previously reported ALS-implicated variants. METHODS A list of 1,087 genetic variants reported in ALS to March 2021 was compiled through comprehensive literature review. Individual variants were annotated using in silico tools and databases across variant features including pathogenicity scores, localisation to protein domains, evolutionary conservation, and minor allele frequencies. Gene level attributes of genic tolerance, gene expression in ALS-relevant tissues and gene ontology terms were assessed for 33 ALS genes. Statistical analysis was performed for each characteristic, and we compared the most penetrant variants found in familial cases with risk alleles exclusive to sporadic cases, to explore genetic variant features that associate with disease penetrance. RESULTS We provide spreadsheet (hg19 and GRCh38) and variant call format (GRCh38) resources for all 1,087 reported ALS-implicated variants, including detailed summaries for each attribute. We demonstrate that the characteristics of variants found exclusively in sporadic ALS cases are less severe than those observed in familial ALS. CONCLUSIONS We provide a comprehensive, literature-derived catalogue of genetic variation in ALS thus far and reveal crucial attributes that contribute to ALS pathogenicity. Our variant- and gene-level observations highlight the complexity of genetic variation in ALS, and we discuss important implications and considerations for novel variant interpretation.
Collapse
Affiliation(s)
- Emily P. McCann
- Motor Neuron Disease Research Centre, Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, New South Wales, Australia
| | - Natalie Grima
- Motor Neuron Disease Research Centre, Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, New South Wales, Australia
| | - Jennifer A. Fifita
- Motor Neuron Disease Research Centre, Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, New South Wales, Australia
| | - Sandrine Chan Moi Fat
- Motor Neuron Disease Research Centre, Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, New South Wales, Australia
| | - Klaus Lehnert
- School of Biological Sciences, Centre for Brain Research, University of Auckland, Auckland, New Zealand
| | - Lyndal Henden
- Motor Neuron Disease Research Centre, Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, New South Wales, Australia
| | - Ian P. Blair
- Motor Neuron Disease Research Centre, Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, New South Wales, Australia
| | - Kelly L. Williams
- Motor Neuron Disease Research Centre, Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, New South Wales, Australia
| |
Collapse
|
83
|
Ciuro M, Sangiorgio M, Leanza G, Gulino R. A Meta-Analysis Study of SOD1-Mutant Mouse Models of ALS to Analyse the Determinants of Disease Onset and Progression. Int J Mol Sci 2022; 24:ijms24010216. [PMID: 36613659 PMCID: PMC9820332 DOI: 10.3390/ijms24010216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Revised: 12/10/2022] [Accepted: 12/15/2022] [Indexed: 12/25/2022] Open
Abstract
A complex interaction between genetic and external factors determines the development of amyotrophic lateral sclerosis (ALS). Epidemiological studies on large patient cohorts have suggested that ALS is a multi-step disease, as symptom onset occurs only after exposure to a sequence of risk factors. Although the exact nature of these determinants remains to be clarified, it seems clear that: (i) genetic mutations may be responsible for one or more of these steps; (ii) other risk factors are probably linked to environment and/or to lifestyle, and (iii) compensatory plastic changes taking place during the ALS etiopathogenesis probably affect the timing of onset and progression of disease. Current knowledge on ALS mechanisms and therapeutic targets, derives mainly from studies involving superoxide dismutase 1 (SOD1) transgenic mice; therefore, it would be fundamental to verify whether a multi-step disease concept can also be applied to these animal models. With this aim, a meta-analysis study has been performed using a collection of primary studies (n = 137), selected according to the following criteria: (1) the studies should employ SOD1 transgenic mice; (2) the studies should entail the presence of a disease-modifying experimental manipulation; (3) the studies should make use of Kaplan-Meier plots showing the distribution of symptom onset and lifespan. Then, using a subset of this study collection (n = 94), the effects of treatments on key molecular mechanisms, as well as on the onset and progression of disease have been analysed in a large population of mice. The results are consistent with a multi-step etiopathogenesis of disease in ALS mice (including two to six steps, depending on the particular SOD1 mutation), closely resembling that observed in patient cohorts, and revealed an interesting relationship between molecular mechanisms and disease manifestation. Thus, SOD1 mouse models may be considered of high predictive value to understand the determinants of disease onset and progression, as well as to identify targets for therapeutic interventions.
Collapse
Affiliation(s)
- Maria Ciuro
- Department of Biomedical and Biotechnological Sciences, Physiology Section, University of Catania, 95123 Catania, Italy
| | - Maria Sangiorgio
- Department of Biomedical and Biotechnological Sciences, Physiology Section, University of Catania, 95123 Catania, Italy
| | - Giampiero Leanza
- Department of Drug and Health Sciences, University of Catania, 95125 Catania, Italy
- Molecular Preclinical and Translational Imaging Research Centre—IMPRonTE, University of Catania, 95125 Catania, Italy
| | - Rosario Gulino
- Department of Biomedical and Biotechnological Sciences, Physiology Section, University of Catania, 95123 Catania, Italy
- Molecular Preclinical and Translational Imaging Research Centre—IMPRonTE, University of Catania, 95125 Catania, Italy
- Correspondence:
| |
Collapse
|
84
|
Mehta PR, Iacoangeli A, Opie-Martin S, van Vugt JJFA, Al Khleifat A, Bredin A, Ossher L, Andersen PM, Hardiman O, Mehta AR, Fratta P, Talbot K, Al-Chalabi A. The impact of age on genetic testing decisions in amyotrophic lateral sclerosis. Brain 2022; 145:4440-4447. [PMID: 36162820 PMCID: PMC9762932 DOI: 10.1093/brain/awac279] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2022] [Revised: 06/30/2022] [Accepted: 07/14/2022] [Indexed: 02/01/2023] Open
Abstract
Amyotrophic lateral sclerosis (ALS) is a heterogeneous neurodegenerative syndrome. In up to 20% of cases, a family history is observed. Although Mendelian disease gene variants are found in apparently sporadic ALS, genetic testing is usually restricted to those with a family history or younger patients with sporadic disease. With the advent of therapies targeting genetic ALS, it is important that everyone treatable is identified. We therefore sought to determine the probability of a clinically actionable ALS genetic test result by age of onset, globally, but using the UK as an exemplar. Blood-derived DNA was sequenced for ALS genes, and the probability of a clinically actionable genetic test result estimated. For a UK subset, age- and sex-specific population incidence rates were used to determine the number of such results missed by restricting testing by age of onset according to UK's National Genomic Test Directory criteria. There were 6274 people with sporadic ALS, 1551 from the UK. The proportion with a clinically actionable genetic test result ranged between 0.21 [95% confidence interval (CI) 0.18-0.25] in the youngest age group to 0.15 (95% CI 0.13-0.17) in the oldest age group for a full gene panel. For the UK, the equivalent proportions were 0.23 (95% CI 0.13-0.33) in the youngest age group to 0.17 (95% CI 0.13-0.21) in the oldest age group. By limiting testing in those without a family history to people with onset below 40 years, 115 of 117 (98% of all, 95% CI 96%-101%) clinically actionable test results were missed. There is a significant probability of a clinically actionable genetic test result in people with apparently sporadic ALS at all ages. Although some countries limit testing by age, doing so results in a significant number of missed pathogenic test results. Age of onset and family history should not be a barrier to genetic testing in ALS.
Collapse
Affiliation(s)
- Puja R Mehta
- Correspondence may also be addressed to: Dr Puja R. Mehta UCL Queen Square Motor Neuron Disease Centre Department of Neuromuscular diseases UCL Queen Square Institute of Neurology London, WC1N 3BG, UK E-mail:
| | | | - Sarah Opie-Martin
- Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, SE5 9RX, UK
| | - Joke J F A van Vugt
- Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht University, Utrecht, 3584 CG, The Netherlands
| | - Ahmad Al Khleifat
- Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, SE5 9RX, UK
| | - Andrea Bredin
- Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, SE5 9RX, UK
| | - Lynn Ossher
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, OX3 9DU, UK
| | - Peter M Andersen
- Department of Clinical Science, Neurosciences, Umeå University, Umeå, SE-901 87, Sweden
| | - Orla Hardiman
- Academic Unit of Neurology, Trinity College Dublin, Trinity Biomedical Sciences Institute, Dublin, D02 R590, Republic of Ireland
| | - Arpan R Mehta
- Department of Neurology, Oxford University Hospitals NHS Foundation Trust, Oxford, OX3 9DU, UK
- Euan MacDonald Centre for MND Research, University of Edinburgh, Edinburgh, EH16 4SB, UK
| | - Pietro Fratta
- UCL Queen Square Motor Neuron Disease Centre, Department of Neuromuscular diseases, UCL Queen Square Institute of Neurology, London, WC1N 3BG, UK
| | - Kevin Talbot
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, OX3 9DU, UK
| | | | - Ammar Al-Chalabi
- Correspondence to: Professor Ammar Al-Chalabi Department of Basic and Clinical Neuroscience Maurice Wohl Clinical Neuroscience Institute King’s College London London SE5 9RX, UK E-mail:
| |
Collapse
|
85
|
Al Khleifat A, Iacoangeli A, Jones AR, van Vugt JJFA, Moisse M, Shatunov A, Zwamborn RAJ, van der Spek RAA, Cooper-Knock J, Topp S, van Rheenen W, Kenna B, Van Eijk KR, Kenna K, Byrne R, López V, Opie-Martin S, Vural A, Campos Y, Weber M, Smith B, Fogh I, Silani V, Morrison KE, Dobson R, van Es MA, McLaughlin RL, Vourc’h P, Chio A, Corcia P, de Carvalho M, Gotkine M, Panades MP, Mora JS, Shaw PJ, Landers JE, Glass JD, Shaw CE, Basak N, Hardiman O, Robberecht W, Van Damme P, van den Berg LH, Veldink JH, Al-Chalabi A. Telomere length analysis in amyotrophic lateral sclerosis using large-scale whole genome sequence data. Front Cell Neurosci 2022; 16:1050596. [PMID: 36589292 PMCID: PMC9799999 DOI: 10.3389/fncel.2022.1050596] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Accepted: 11/15/2022] [Indexed: 12/23/2022] Open
Abstract
Background Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disease characterized by the loss of upper and lower motor neurons, leading to progressive weakness of voluntary muscles, with death following from neuromuscular respiratory failure, typically within 3 to 5 years. There is a strong genetic contribution to ALS risk. In 10% or more, a family history of ALS or frontotemporal dementia is obtained, and the Mendelian genes responsible for ALS in such families have now been identified in about 50% of cases. Only about 14% of apparently sporadic ALS is explained by known genetic variation, suggesting that other forms of genetic variation are important. Telomeres maintain DNA integrity during cellular replication, differ between sexes, and shorten naturally with age. Sex and age are risk factors for ALS and we therefore investigated telomere length in ALS. Methods Samples were from Project MinE, an international ALS whole genome sequencing consortium that includes phenotype data. For validation we used donated brain samples from motor cortex from people with ALS and controls. Ancestry and relatedness were evaluated by principal components analysis and relationship matrices of DNA microarray data. Whole genome sequence data were from Illumina HiSeq platforms and aligned using the Isaac pipeline. TelSeq was used to quantify telomere length using whole genome sequence data. We tested the association of telomere length with ALS and ALS survival using Cox regression. Results There were 6,580 whole genome sequences, reducing to 6,195 samples (4,315 from people with ALS and 1,880 controls) after quality control, and 159 brain samples (106 ALS, 53 controls). Accounting for age and sex, there was a 20% (95% CI 14%, 25%) increase of telomere length in people with ALS compared to controls (p = 1.1 × 10-12), validated in the brain samples (p = 0.03). Those with shorter telomeres had a 10% increase in median survival (p = 5.0×10-7). Although there was no difference in telomere length between sporadic ALS and familial ALS (p=0.64), telomere length in 334 people with ALS due to expanded C9orf72 repeats was shorter than in those without expanded C9orf72 repeats (p = 5.0×10-4). Discussion Although telomeres shorten with age, longer telomeres are a risk factor for ALS and worsen prognosis. Longer telomeres are associated with ALS.
Collapse
Affiliation(s)
- Ahmad Al Khleifat
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, King’s College London, London, United Kingdom
| | - Alfredo Iacoangeli
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, King’s College London, London, United Kingdom
- Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, United Kingdom
| | - Ashley R. Jones
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, King’s College London, London, United Kingdom
| | - Joke J. F. A. van Vugt
- Department of Neurology, University Medical Center (UMC) Utrecht Brain Center, Utrecht University, Utrecht, Netherlands
| | - Matthieu Moisse
- Department of Neurosciences, Experimental Neurology, KU Leuven—University of Leuven, Leuven, Belgium
- VIB Center for Brain & Disease Research, Laboratory of Neurobiology, Leuven, Belgium
| | - Aleksey Shatunov
- Institute of Medicine, North-Eastern Federal University, Yakutsk, Russia
- Department of Molecular and Clinical Pharmacology, University of Liverpool, Liverpool, United Kingdom
| | - Ramona A. J. Zwamborn
- Department of Neurology, University Medical Center (UMC) Utrecht Brain Center, Utrecht University, Utrecht, Netherlands
| | - Rick A. A. van der Spek
- Department of Neurology, University Medical Center (UMC) Utrecht Brain Center, Utrecht University, Utrecht, Netherlands
| | - Johnathan Cooper-Knock
- Sheffield Institute for Translational Neuroscience (SITraN), University of Sheffield, Sheffield, United Kingdom
| | - Simon Topp
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, King’s College London, London, United Kingdom
| | - Wouter van Rheenen
- Department of Neurology, University Medical Center (UMC) Utrecht Brain Center, Utrecht University, Utrecht, Netherlands
| | - Brendan Kenna
- Department of Neurology, University Medical Center (UMC) Utrecht Brain Center, Utrecht University, Utrecht, Netherlands
| | - Kristel R. Van Eijk
- Department of Neurology, University Medical Center (UMC) Utrecht Brain Center, Utrecht University, Utrecht, Netherlands
| | - Kevin Kenna
- Department of Neurology, University Medical Center (UMC) Utrecht Brain Center, Utrecht University, Utrecht, Netherlands
| | - Ross Byrne
- Complex Trait Genomics Laboratory, Smurfit Institute of Genetics, Trinity College Dublin, Dublin, Ireland
| | - Victoria López
- Computational Biology Unit, Instituto de Salud Carlos III, Madrid, Spain
| | - Sarah Opie-Martin
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, King’s College London, London, United Kingdom
| | - Atay Vural
- School of Medicine, Translational Medicine Research Center-NDAL, Koc University, Istanbul, Turkey
| | - Yolanda Campos
- Computational Biology Unit, Instituto de Salud Carlos III, Madrid, Spain
| | - Markus Weber
- School of Medicine, Translational Medicine Research Center-NDAL, Koc University, Istanbul, Turkey
- Neuromuscular Diseases Unit/ALS Clinic, Kantonsspital St. Gallen, St. Gallen, Switzerland
| | - Bradley Smith
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, King’s College London, London, United Kingdom
| | - Isabella Fogh
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, King’s College London, London, United Kingdom
| | - Vincenzo Silani
- Department of Neurology and Laboratory of Neuroscience, IRCCS Istituto Auxologico Italiano, Milan, Italy
- Department of Pathophysiology and Transplantation, “Dino Ferrari” Center, Università degli Studi di Milano, Milan, Italy
| | - Karen E. Morrison
- Faculty of Medicine, Health and Life Sciences, Queen’s University Belfast, Belfast, United Kingdom
| | - Richard Dobson
- Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, United Kingdom
- Institute of Health Informatics, University College London, London, United Kingdom
| | - Michael A. van Es
- Department of Neurology, University Medical Center (UMC) Utrecht Brain Center, Utrecht University, Utrecht, Netherlands
| | - Russell L. McLaughlin
- Complex Trait Genomics Laboratory, Smurfit Institute of Genetics, Trinity College Dublin, Dublin, Ireland
| | | | - Adriano Chio
- Department of Neuroscience, ALS Centre, University of Torino, Turin, Italy
- Azienda Ospedaliera Citta della Salute e della Scienza, Turin, Italy
| | - Philippe Corcia
- Centre SLA, CHRU de Tours, Tours, France
- Federation des Centres SLA Tours and Limoges, LITORALS, Tours, France
| | - Mamede de Carvalho
- Physiology Institute, Faculty of Medicine, Instituto de Medicina Molecular, University of Lisbon, Lisbon, Portugal
| | - Marc Gotkine
- Department of Neurology, Hadassah Medical Organization and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | | | | | - Pamela J. Shaw
- Sheffield Institute for Translational Neuroscience (SITraN), University of Sheffield, Sheffield, United Kingdom
| | - John E. Landers
- Department of Neurology, University of Massachusetts Medical School, Worcester, MA, United States
| | - Jonathan D. Glass
- Department of Neurology, Center for Neurodegenerative Diseases, Emory University, Atlanta, GA, United States
| | - Christopher E. Shaw
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, King’s College London, London, United Kingdom
- King’s College Hospital, London, United Kingdom
| | - Nazli Basak
- School of Medicine, Translational Medicine Research Center-NDAL, Koc University, Istanbul, Turkey
| | - Orla Hardiman
- Academic Unit of Neurology, Trinity Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland
- Department of Neurology, Beaumont Hospital, Dublin, Ireland
| | - Wim Robberecht
- Department of Neurosciences, Experimental Neurology, KU Leuven—University of Leuven, Leuven, Belgium
- Department of Neurology, University Hospitals Leuven, Leuven, Belgium
| | - Philip Van Damme
- Department of Neurosciences, Experimental Neurology, KU Leuven—University of Leuven, Leuven, Belgium
- Department of Neurology, University Hospitals Leuven, Leuven, Belgium
| | - Leonard H. van den Berg
- Department of Neurology, University Medical Center (UMC) Utrecht Brain Center, Utrecht University, Utrecht, Netherlands
| | - Jan H. Veldink
- Department of Neurology, University Medical Center (UMC) Utrecht Brain Center, Utrecht University, Utrecht, Netherlands
| | - Ammar Al-Chalabi
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, King’s College London, London, United Kingdom
- King’s College Hospital, London, United Kingdom
| |
Collapse
|
86
|
Biological aspects of nitrogen heterocycles for amyotrophic lateral sclerosis. Appl Microbiol Biotechnol 2022; 107:43-56. [DOI: 10.1007/s00253-022-12317-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2022] [Revised: 11/24/2022] [Accepted: 11/26/2022] [Indexed: 12/13/2022]
|
87
|
Bariatric surgery preceding the development of amyotrophic lateral sclerosis: A case series. Rev Neurol (Paris) 2022; 178:1105-1106. [PMID: 36369069 DOI: 10.1016/j.neurol.2022.08.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Revised: 08/08/2022] [Accepted: 08/13/2022] [Indexed: 11/11/2022]
|
88
|
On the evolution of concepts of causal and preventive interdependence in epidemiology in the late 20th century. Eur J Epidemiol 2022; 37:1149-1154. [DOI: 10.1007/s10654-022-00931-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Accepted: 10/05/2022] [Indexed: 11/13/2022]
|
89
|
Opie-Martin S, Iacoangeli A, Topp SD, Abel O, Mayl K, Mehta PR, Shatunov A, Fogh I, Bowles H, Limbachiya N, Spargo TP, Al-Khleifat A, Williams KL, Jockel-Balsarotti J, Bali T, Self W, Henden L, Nicholson GA, Ticozzi N, McKenna-Yasek D, Tang L, Shaw PJ, Chio A, Ludolph A, Weishaupt JH, Landers JE, Glass JD, Mora JS, Robberecht W, Damme PV, McLaughlin R, Hardiman O, van den Berg L, Veldink JH, Corcia P, Stevic Z, Siddique N, Silani V, Blair IP, Fan DS, Esselin F, de la Cruz E, Camu W, Basak NA, Siddique T, Miller T, Brown RH, Al-Chalabi A, Shaw CE. The SOD1-mediated ALS phenotype shows a decoupling between age of symptom onset and disease duration. Nat Commun 2022; 13:6901. [PMID: 36371497 PMCID: PMC9653399 DOI: 10.1038/s41467-022-34620-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Accepted: 10/31/2022] [Indexed: 11/13/2022] Open
Abstract
Superoxide dismutase (SOD1) gene variants may cause amyotrophic lateral sclerosis, some of which are associated with a distinct phenotype. Most studies assess limited variants or sample sizes. In this international, retrospective observational study, we compare phenotypic and demographic characteristics between people with SOD1-ALS and people with ALS and no recorded SOD1 variant. We investigate which variants are associated with age at symptom onset and time from onset to death or censoring using Cox proportional-hazards regression. The SOD1-ALS dataset reports age of onset for 1122 and disease duration for 883 people; the comparator population includes 10,214 and 9010 people respectively. Eight variants are associated with younger age of onset and distinct survival trajectories; a further eight associated with younger onset only and one with distinct survival only. Here we show that onset and survival are decoupled in SOD1-ALS. Future research should characterise rarer variants and molecular mechanisms causing the observed variability.
Collapse
Affiliation(s)
- Sarah Opie-Martin
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, SE5 9NU, UK
| | - Alfredo Iacoangeli
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, SE5 9NU, UK
- Department of Biostatistics and Health Informatics, Institute of Psychiatry Psychology & Neuroscience, King's College London, SE5 8AF, London, UK
- NIHR Biomedical Research Centre at South London and Maudsley NHS Foundation Trust and King's College London, London, UK
| | - Simon D Topp
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, SE5 9NU, UK
| | - Olubunmi Abel
- Homerton University Hospital, Homerton Row, London, E9 6SR, UK
| | - Keith Mayl
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, SE5 9NU, UK
| | - Puja R Mehta
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, SE5 9NU, UK
| | - Aleksey Shatunov
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, SE5 9NU, UK
- Department of Molecular and Clinical Pharmacology, University of Liverpool, Blue Block 1.09, Sherrington Building, Crown St, Liverpool, L693BX, UK
- Institute of Medicine, North-Eastern Federal University, 58 Belinsky str, Yakutsk, 677000, Russia
| | - Isabella Fogh
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, SE5 9NU, UK
| | - Harry Bowles
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, SE5 9NU, UK
| | - Naomi Limbachiya
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, SE5 9NU, UK
| | - Thomas P Spargo
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, SE5 9NU, UK
| | - Ahmad Al-Khleifat
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, SE5 9NU, UK
| | - Kelly L Williams
- Macquarie University Centre for MND Research, Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia
| | | | - Taha Bali
- Department of Neurology, Washington University School of Medicine, St Louis, MO, 63110, USA
| | - Wade Self
- Department of Neurology, Washington University School of Medicine, St Louis, MO, 63110, USA
| | - Lyndal Henden
- Macquarie University Centre for MND Research, Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia
| | - Garth A Nicholson
- Macquarie University Centre for MND Research, Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia
- Concord Clinical School, ANZAC Research Institute, Concord Repatriation Hospital, Sydney, NSW, 2139, Australia
| | - Nicola Ticozzi
- Department of Neurology and Laboratory of Neuroscience, IRCCS Istituto Auxologico Italiano, 20095, Cusano Milanino, MiIan, Italy
- Dino Ferrari Center, Department of Pathophysiology and Transplantation, Center for Neurotechnology and Brain Therapeutics, Università degli Studi di Milano, Milan, Italy
| | - Diane McKenna-Yasek
- Department of Neurology, University of Massachusetts Medical School, Worcester, MA, 02125, USA
| | - Lu Tang
- Department of Neurology, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing, 100191, PR China
| | - Pamela J Shaw
- Sheffield Institute for Translational Neuroscience (SITraN), University of Sheffield, Sheffield, S10 2HQ, UK
| | - Adriano Chio
- Rita Levi Montalcini' Department of Neuroscience, University of Turin, Turin, Italy
- Neurology 1, AOU Città della Salute e della Scienza of Torino, Turin, 10124, Torino, Italy
| | - Albert Ludolph
- Department of Neurology, Ulm University, Oberer Eselsberg 45, 89081, Ulm, Germany
- German Center for Neurodegenerative Diseases, DZNE, Ulm, Germany
| | - Jochen H Weishaupt
- Department of Neurology, University of Ulm, Oberer Eselsberg 45, 89081, Ulm, Germany
- Division of Neurodegenerative Disorders, Department of Neurology, Mannheim Center for Translational Neuroscience, Medical Faculty Mannheim, Heidelberg University, Heidelberg, Germany
| | - John E Landers
- Department of Neurology, University of Massachusetts Medical School, Worcester, MA, 02125, USA
| | - Jonathan D Glass
- Department Neurology, Emory University School of Medicine, Atlanta, GA, 30322, USA
| | - Jesus S Mora
- ALS Unit, Department of Neurology, Hospital San Rafael, 28016, Madrid, Spain
| | - Wim Robberecht
- Neurology Department, Univeristy Hospitals Leuven, Herestraat 49, 3000, Leuven, Belgium
| | - Philip Van Damme
- Neurology Department, Univeristy Hospitals Leuven, Herestraat 49, 3000, Leuven, Belgium
- Neuroscience Department, KU Leuven and Center for Brain & Disease Research VIB Leuven, Leuven, Belgium
| | - Russell McLaughlin
- Complex Trait Genomics Laboratory, Smurfit Institute of Genetics, Trinity College Dublin, Dublin, D02 PN40, Ireland
| | - Orla Hardiman
- Academic Unit of Neurology, Trinity Biomedical Sciences Institute, Trinity College Dublin, Dublin, D02 PN40, Ireland
| | - Leonard van den Berg
- Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, Heidelberglaan 100, Utrecht, 3584 CX, The Netherlands
| | - Jan H Veldink
- Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, Heidelberglaan 100, Utrecht, 3584 CX, The Netherlands
| | - Phillippe Corcia
- Centre de Référence pour la SLA et les Autres Maladies du Motoneurone (FILSLAN), 2 Avenue Martin Luther King, 87042, Limoges Cedex, France
- Centre de Compétences Neuropathies Amyloïdes Familiales et Autres Neuropathies Périphériques Rares (NNERF), Poitiers, France
| | - Zorica Stevic
- Neurology Clinic, Clinical Center of Serbia, School of Medicine, University of Belgrade, Studentski trg 1, Belgrade, Serbia
| | - Nailah Siddique
- Neuromuscular Disorders Program, Northwestern University, Feinberg School of Medicine, Chicago, IL, 60208, USA
| | - Vincenzo Silani
- Department of Neurology and Laboratory of Neuroscience, IRCCS Istituto Auxologico Italiano, 20095, Cusano Milanino, MiIan, Italy
- Dino Ferrari Center, Department of Pathophysiology and Transplantation, Center for Neurotechnology and Brain Therapeutics, Università degli Studi di Milano, Milan, Italy
| | - Ian P Blair
- Macquarie University Centre for MND Research, Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia
| | - Dong-Sheng Fan
- Department of Neurology, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing, 100191, PR China
| | - Florence Esselin
- Reference Center for ALS and Other Rare Motoneuron Disorders, University Hospital Gui de Chauliac, 34295, Montpellier, France
| | - Elisa de la Cruz
- Reference Center for ALS and Other Rare Motoneuron Disorders, University Hospital Gui de Chauliac, 34295, Montpellier, France
| | - William Camu
- Reference Center for ALS and Other Rare Motoneuron Disorders, University Hospital Gui de Chauliac, 34295, Montpellier, France
| | - Nazli A Basak
- Koç University, School of Medicine Translational Medicine Research Center KUTTAM-NDAL, 34450, Sarıyer, Istanbul, Turkey
| | - Teepu Siddique
- Neuromuscular Disorders Program, Northwestern University, Feinberg School of Medicine, Chicago, IL, 60208, USA
| | - Timothy Miller
- Department of Neurology, Washington University School of Medicine, St Louis, MO, 63110, USA
| | - Robert H Brown
- Department of Neurology, University of Massachusetts Medical School, Worcester, MA, 02125, USA
| | - Ammar Al-Chalabi
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, SE5 9NU, UK
| | - Christopher E Shaw
- UK Dementia Research Institute Centre at King's College London, School of Neuroscience, King's College London, Strand, London, WC2R 2LS, UK.
- Centre for Brain Research, University of Auckland, 85 Park Road, Grafton, Auckland, 1023, New Zealand.
| |
Collapse
|
90
|
Agrawal I, Lim YS, Ng SY, Ling SC. Deciphering lipid dysregulation in ALS: from mechanisms to translational medicine. Transl Neurodegener 2022; 11:48. [DOI: 10.1186/s40035-022-00322-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Accepted: 10/24/2022] [Indexed: 11/09/2022] Open
Abstract
AbstractLipids, defined by low solubility in water and high solubility in nonpolar solvents, can be classified into fatty acids, glycerolipids, glycerophospholipids, sphingolipids, and sterols. Lipids not only regulate integrity and fluidity of biological membranes, but also serve as energy storage and bioactive molecules for signaling. Causal mutations in SPTLC1 (serine palmitoyltransferase long chain subunit 1) gene within the lipogenic pathway have been identified in amyotrophic lateral sclerosis (ALS), a paralytic and fatal motor neuron disease. Furthermore, lipid dysmetabolism within the central nervous system and circulation is associated with ALS. Here, we aim to delineate the diverse roles of different lipid classes and understand how lipid dysmetabolism may contribute to ALS pathogenesis. Among the different lipids, accumulation of ceramides, arachidonic acid, and lysophosphatidylcholine is commonly emerging as detrimental to motor neurons. We end with exploring the potential ALS therapeutics by reducing these toxic lipids.
Collapse
|
91
|
Saleki K, Mohamadi MH, Banazadeh M, Alijanizadeh P, Javanmehr N, Pourahmad R, Nouri HR. In silico design of a TLR4-mediating multiepitope chimeric vaccine against amyotrophic lateral sclerosis via advanced immunoinformatics. J Leukoc Biol 2022; 112:1191-1207. [PMID: 35707959 DOI: 10.1002/jlb.6ma0721-376rr] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Revised: 05/18/2020] [Accepted: 05/25/2020] [Indexed: 12/24/2022] Open
Abstract
Amyotrophic lateral sclerosis (ALS) is the most prevalent motor neuron disorder worldwide. In ALS, progressing disease can result from misfolding and aggregation of superoxide dismutase-1 (SOD1) or TAR DNA-binding protein 43 kDa (TDP43). An efficient immunotherapy for ALS should spare intact SOD1 while eliminating its dysfunctional variant. We utilized advanced immunoinformatics to suggest a potential vaccine candidate against ALS by proposing a model of dynamic TLR4 mediation and induction of a specific Th2-biased shift against mutant SOD1, TDP43, and TRAF6, a protein that specifically interacts with dysfunctional SOD1. SOD1, TDP43, and TRAF6 were retrieved in FASTA. Immune Epitopes Database and CTLpred suggested T/B-cell epitopes from disease-specific regions of selected antigens. A TLR4-mediating adjuvant, RS01, was used. Sequences were assembled via suitable linkers. Tertiary structure of the protein was calculated. Refined protein structure and physicochemical features of the 3D structure were verified in silico. Differential immune induction was assessed via C-ImmSim. GROningen MAchine for Chemical Simulation was used to assess evolution of the docked vaccine-TLR4 complex in blood. Our protein showed high structural quality and was nonallergenic and immune inducing. Also, the vaccine-TLR4 complex stability was verified by RMSD, RMSF, gyration, and visual analyses of the molecular dynamic trajectory. Contact residues in the vaccine-TLR4 complex showed favorable binding energies. Immune stimulation analyses of the proposed candidate demonstrated a sustained memory cell response and a strong adaptive immune reaction. We proposed a potential vaccine candidate against ALS and verified its physicochemical and immune inducing features. Future studies should assess this vaccine in animal studies.
Collapse
Affiliation(s)
- Kiarash Saleki
- Student Research Committee, Babol University of Medical Sciences, Babol, Iran.,USERN Office, Babol University of Medical Sciences, Babol, Iran
| | | | - Mohamad Banazadeh
- Pharmaceutical Sciences and Cosmetic Products Research Center, Kerman University of Medical Sciences, Kerman, Iran
| | - Parsa Alijanizadeh
- Student Research Committee, Babol University of Medical Sciences, Babol, Iran.,USERN Office, Babol University of Medical Sciences, Babol, Iran
| | - Nima Javanmehr
- Student Research Committee, Babol University of Medical Sciences, Babol, Iran.,USERN Office, Babol University of Medical Sciences, Babol, Iran
| | - Ramtin Pourahmad
- School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Hamid Reza Nouri
- USERN Office, Babol University of Medical Sciences, Babol, Iran.,Immunoregulation Research Center, Health Research Institute, Babol University of Medical Sciences, Babol, Iran
| |
Collapse
|
92
|
Marshall JNG, Fröhlich A, Li L, Pfaff AL, Middlehurst B, Spargo TP, Iacoangeli A, Lang B, Al-Chalabi A, Koks S, Bubb VJ, Quinn JP. A polymorphic transcriptional regulatory domain in the amyotrophic lateral sclerosis risk gene CFAP410 correlates with differential isoform expression. Front Mol Neurosci 2022; 15:954928. [PMID: 36131690 PMCID: PMC9484465 DOI: 10.3389/fnmol.2022.954928] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Accepted: 07/22/2022] [Indexed: 11/15/2022] Open
Abstract
We describe the characterisation of a variable number tandem repeat (VNTR) domain within intron 1 of the amyotrophic lateral sclerosis (ALS) risk gene CFAP410 (Cilia and flagella associated protein 410) (previously known as C21orf2), providing insight into how this domain could support differential gene expression and thus be a modulator of ALS progression or risk. We demonstrated the VNTR was functional in a reporter gene assay in the HEK293 cell line, exhibiting both the properties of an activator domain and a transcriptional start site, and that the differential expression was directed by distinct repeat number in the VNTR. These properties embedded in the VNTR demonstrated the potential for this VNTR to modulate CFAP410 expression. We extrapolated these findings in silico by utilisation of tagging SNPs for the two most common VNTR alleles to establish a correlation with endogenous gene expression. Consistent with in vitro data, CFAP410 isoform expression was found to be variable in the brain. Furthermore, although the number of matched controls was low, there was evidence for one specific isoform being correlated with lower expression in those with ALS. To address if the genotype of the VNTR was associated with ALS risk, we characterised the variation of the CFAP410 VNTR in ALS cases and matched controls by PCR analysis of the VNTR length, defining eight alleles of the VNTR. No significant difference was observed between cases and controls, we noted, however, the cohort was unlikely to contain sufficient power to enable any firm conclusion to be drawn from this analysis. This data demonstrated that the VNTR domain has the potential to modulate CFAP410 expression as a regulatory element that could play a role in its tissue-specific and stimulus-inducible regulation that could impact the mechanism by which CFAP410 is involved in ALS.
Collapse
Affiliation(s)
- Jack N. G. Marshall
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, United Kingdom
| | - Alexander Fröhlich
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, United Kingdom
| | - Li Li
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, United Kingdom
- Department of Psychiatry, National Clinical Research Centre for Mental Disorders, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Abigail L. Pfaff
- Centre for Molecular Medicine and Innovative Therapeutics, Murdoch University, Perth, WA, Australia
- Perron Institute for Neurological and Translational Science, Perth, WA, Australia
| | - Ben Middlehurst
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, United Kingdom
| | - Thomas P. Spargo
- Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
- NIHR Biomedical Research Centre, South London and Maudsley NHS Foundation Trust, King's College London, London, United Kingdom
| | - Alfredo Iacoangeli
- Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
- NIHR Biomedical Research Centre, South London and Maudsley NHS Foundation Trust, King's College London, London, United Kingdom
| | - Bing Lang
- Department of Psychiatry, National Clinical Research Centre for Mental Disorders, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Ammar Al-Chalabi
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
- Department of Neurology, King's College Hospital, London, United Kingdom
| | - Sulev Koks
- Centre for Molecular Medicine and Innovative Therapeutics, Murdoch University, Perth, WA, Australia
- Perron Institute for Neurological and Translational Science, Perth, WA, Australia
| | - Vivien J. Bubb
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, United Kingdom
| | - John P. Quinn
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, United Kingdom
| |
Collapse
|
93
|
Goutman SA, Boss J, Godwin C, Mukherjee B, Feldman EL, Batterman SA. Associations of self-reported occupational exposures and settings to ALS: a case-control study. Int Arch Occup Environ Health 2022; 95:1567-1586. [PMID: 35593931 PMCID: PMC9424174 DOI: 10.1007/s00420-022-01874-4] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Accepted: 04/22/2022] [Indexed: 11/29/2022]
Abstract
BACKGROUND Environmental exposures contribute to the pathogenesis of amyotrophic lateral sclerosis (ALS), a fatal and progressive neurological disease. Identification of these exposures is important for targeted screening and risk factor modification. OBJECTIVE To identify occupational exposures that are associated with a higher risk of ALS using both survey and standard occupational classification (SOC) coding procedures, and to highlight how exposure surveys can complement SOC coding. METHODS ALS participants and neurologically healthy controls recruited in Michigan completed a detailed exposure assessment on their four most recent and longest held occupations. Exposure scores were generated from the exposure survey, and occupations were assigned to SOC codes by experienced exposure scientists. RESULTS This study included 381 ALS and 272 control participants. ALS participants reported higher duration-adjusted occupational exposure to particulate matter (OR = 1.45, 95% CI 1.19-1.78, p < 0.001), volatile organic compounds (OR = 1.22, 95% CI 1.02-1.45, p = 0.029), metals (OR = 1.48, 95% CI 1.21-1.82, p < 0.001), and combustion and diesel exhaust pollutants (OR = 1.20, 95% CI 1.01-1.43, p = 0.041) prior to ALS diagnosis, when adjusted for sex, age, and military service compared to controls. In multivariable models, only occupational exposure to metals remained significant risk (OR = 1.56, 95% CI 1.11-2.20, p = 0.011), although in an adaptive elastic net model, particulate matter (OR = 1.203), pesticides (OR = 1.015), and metals (1.334) were all selected as risk factors. Work in SOC code "Production Occupations" was associated with a higher ALS risk. SOC codes "Building and Grounds Cleaning and Maintenance Occupations", "Construction and Extraction Occupations", "Installation, Maintenance, and Repair Occupations", and "Production Occupations" were all associated with a higher exposure to metals as determined using survey data. DISCUSSION Occupational exposure to particulate matter, volatile organic compounds, metals, pesticides, and combustion and diesel exhaust and employment in "Production Occupations" was associated with an increased ALS risk in this cohort.
Collapse
Affiliation(s)
- Stephen A Goutman
- Department of Neurology, University of Michigan, 1500 E Medical Center Dr, Ann Arbor, MI, 48109-5223, USA.
- NeuroNetwork for Emerging Therapies, University of Michigan, Ann Arbor, MI, USA.
| | - Jonathan Boss
- Department of Biostatistics, University of Michigan, Ann Arbor, MI, USA
| | - Christopher Godwin
- Department of Environmental Health Sciences, University of Michigan, Ann Arbor, MI, USA
| | - Bhramar Mukherjee
- Department of Biostatistics, University of Michigan, Ann Arbor, MI, USA
| | - Eva L Feldman
- Department of Neurology, University of Michigan, 1500 E Medical Center Dr, Ann Arbor, MI, 48109-5223, USA
- NeuroNetwork for Emerging Therapies, University of Michigan, Ann Arbor, MI, USA
| | - Stuart A Batterman
- Department of Environmental Health Sciences, University of Michigan, Ann Arbor, MI, USA
| |
Collapse
|
94
|
Poppe C, Verwey M, Wangmo T. "Walking a tightrope": A grounded theory approach to informal caregiving for amyotrophic lateral sclerosis. HEALTH & SOCIAL CARE IN THE COMMUNITY 2022; 30:e1935-e1947. [PMID: 34719073 PMCID: PMC9545073 DOI: 10.1111/hsc.13625] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/26/2021] [Revised: 10/06/2021] [Accepted: 10/18/2021] [Indexed: 06/13/2023]
Abstract
Informal caregivers, mainly family members and friends, provide supportive and palliative care for people with amyotrophic lateral sclerosis (ALS) during their terminal disease course. Informal caregiving for people with ALS continues towards palliative care and end-of-life care with the progression of the disease. In this study, we provide a theoretical understanding of informal caregiving in ALS utilising 23 semi-structured interviews conducted with informal caregivers of people with ALS (pwALS) in Switzerland. Due to the expected death of the care recipient, our grounded theory approach outlines informal caregivers' caregiving work as an effort to secure a balance amongst different caregiving activities, which feed into the final stage of providing palliative care. Overall, our theoretical understanding of ALS informal caregiving work encompasses the core category 'holding the balance' and four secondary categories: 'Organising support', 'being present', 'managing everyday life' and 'keeping up with ALS'. The core category of holding the balance underlines the significance of ensuring care and normalcy even as disease progresses and until the end of life. For the informal caregivers, this balancing act is the key element of care provision to pwALS and therefore guides decisions surrounding caregiving. On this understanding, those caregivers that succeed in holding the balance can provide care at home until death. The balance is heavily influenced by contextual factors of caregiving, for example relating to personal characteristics of the caregiver, or activities of caregiving where the goal is to ensure the quality of life of the pwALS. As there is a heterogeneity of speed and subtype of progression of ALS, our work accounts for multiple caregiving trajectories.
Collapse
Affiliation(s)
| | - Martine Verwey
- Patient Association ALS Patients ConnectedBilthovenThe Netherlands
| | - Tenzin Wangmo
- Institute for Biomedical EthicsUniversity of BaselBaselSwitzerland
| |
Collapse
|
95
|
Johnson SA, Fang T, De Marchi F, Neel D, Van Weehaeghe D, Berry JD, Paganoni S. Pharmacotherapy for Amyotrophic Lateral Sclerosis: A Review of Approved and Upcoming Agents. Drugs 2022; 82:1367-1388. [PMID: 36121612 DOI: 10.1007/s40265-022-01769-1] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/17/2022] [Indexed: 11/03/2022]
Abstract
Amyotrophic lateral sclerosis (ALS) is a rapidly progressive neurodegenerative disorder involving loss of upper and lower motor neurons, with most cases ending in death within 3-5 years of onset. Several molecular and cellular pathways have been identified to cause ALS; however, treatments to stop or reverse disease progression are yet to be found. Riluzole, a neuroprotective agent offering only a modest survival benefit, has long been the sole disease-modifying therapy for ALS. Edaravone, which demonstrated statistically significant slowing of ALS disease progression, is gaining approval in an increasing number of countries since its first approval in 2015. Sodium phenylbutyrate and taurursodiol (PB-TURSO) was conditionally approved in Canada in 2022, having shown significant slowing of disease progression and prolonged survival. Most clinical trials have focused on testing small molecules affecting common cellular pathways in ALS: targeting glutamatergic, apoptotic, inflammatory, and oxidative stress mechanisms among others. More recently, clinical trials utilizing stem cell transplantation and other biologics have emerged. This rich and ever-growing pipeline of investigational products, along with innovative clinical trial designs, collaborative trial networks, and an engaged ALS community', provide renewed hope to finding a cure for ALS. This article reviews existing ALS therapies and the current clinical drug development pipeline.
Collapse
Affiliation(s)
- Stephen A Johnson
- Neurological Clinical Research Institute (NCRI), Healey & AMG Center for ALS, Massachusetts General Hospital, 165 Cambridge St, Suite 600, Boston, MA, 02114, USA
| | - Ton Fang
- University of Massachusetts Medical School, Worcester, MA, USA
| | - Fabiola De Marchi
- Department of Neurology, ALS Centre, Maggiore della Carità Hospital, Novara, Italy
- Department of Translational Medicine, University of Piemonte Orientale, 28100, Novara, Italy
| | | | - Donatienne Van Weehaeghe
- Nuclear Medicine Subdivision, Department of Imaging and Pathology, University Hospital Leuven, Leuven, Belgium
| | - James D Berry
- Neurological Clinical Research Institute (NCRI), Healey & AMG Center for ALS, Massachusetts General Hospital, 165 Cambridge St, Suite 600, Boston, MA, 02114, USA
| | - Sabrina Paganoni
- Neurological Clinical Research Institute (NCRI), Healey & AMG Center for ALS, Massachusetts General Hospital, 165 Cambridge St, Suite 600, Boston, MA, 02114, USA.
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Boston, MA, USA.
| |
Collapse
|
96
|
Luker J, Woodman R, Schultz D. The incidence and prevalence of motor neurone disease in South Australia. Amyotroph Lateral Scler Frontotemporal Degener 2022; 24:195-202. [PMID: 35934980 DOI: 10.1080/21678421.2022.2108326] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022]
Abstract
Background: Motor neurone disease (MND) is a neurodegenerative disease that leads to significant morbidity and mortality. The Global Burden of Disease (GBD) project estimated the MND all-age global prevalence is 4.5 (95% confidence interval (CI)=4.1-5.0) per 100,000 persons and the all-age incidence of 0.78 (95% CI = 0.71-0.86) per 100,000 person-years. Whether the prevalence and incidence of MND within South Australia using registry data is in keeping with these global estimates has not been studied. Objective: To describe the prevalence and annual incidence rates (IRs) of MND in South Australia between 2017 and 2019. Methods: A retrospective cohort study calculating the point prevalence of MND on 31 December 2017, 2018 and 2019 utilizing data from the Australasian Motor Neurone Disease Registry (AMNDR). The annual IRs between 2017 and 2019 were calculated using population data reported in the 2016 Australian census and age-standardized rates utilized the world population from the United Nations Population Division's World Population Prospects. Results: A total of 256 MND patients were identified, of whom 114 were alive on 31 December 2019. Based on the 2016 population of 1,676,653 persons, the estimated prevalence was 6.79 per 100,000 persons. The crude IR for the all-age South Australian population was 3.34 per 100,000 person-years (95% CI, 2.85-3.88). The estimated annual IRs based on those ≥20 yo were 4.98 (3.84-6.35), 3.68 (2.71-4.88), and 4.21 (3.17-5.49) per 100,000 person-years for 2017, 2018, and 2019, respectively. Conclusion: The crude prevalence and incidence of MND in South Australia were considerably higher than global estimates. This may reflect higher rates of the disease or higher rates of case ascertainment compared to the GBD project.
Collapse
Affiliation(s)
- Jackson Luker
- College of Medicine and Public Health, Flinders University, Adelaide, Australia and.,Flinders Medical Centre, Bedford Park, Australia
| | - Richard Woodman
- College of Medicine and Public Health, Flinders University, Adelaide, Australia and
| | - David Schultz
- College of Medicine and Public Health, Flinders University, Adelaide, Australia and.,Flinders Medical Centre, Bedford Park, Australia
| |
Collapse
|
97
|
Sanfilippo MJ, Layshock ME, Keniston L. Exploring the association between outcome measures to guide clinical management in patients with amyotrophic lateral sclerosis. J Phys Ther Sci 2022; 34:532-539. [PMID: 35937622 PMCID: PMC9345750 DOI: 10.1589/jpts.34.532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Accepted: 05/02/2022] [Indexed: 11/24/2022] Open
Abstract
[Purpose] The usefulness and limitations of outcome measures changes throughout
functional decline of patients with Amyotrophic Lateral Sclerosis (ALS). This study aims
to describe associations between outcome measures in patients with ALS over time.
[Participants and Methods] Participant data was collected at a multidisciplinary ALS
clinic during regular clinic visits, including gait velocity, Timed Up and Go, the ALS
Functional Rating Scale-Revised, and it’s Gross Motor Subscale. [Results] All gait
velocity measures were <1.2 m/sec; average Timed Up and Go was >13.5 sec. There was
strong internal consistency between ALS Functional Rating Scale-Revised and its functional
mobility components and a strong, significant correlation between the Timed Up and Go and
the Gross Motor Subscale. [Conclusion] Patients with ALS are not community ambulators and
demonstrate risk for falls. We found concurrent validity between objective and
self-reported measures. The strong association between the Gross Motor Subscale and the
Timed Up and Go may allow PTs to utilize the self-reported Gross Motor Subscale to predict
fall risk. Clinically, when the Timed Up and Go and gait velocity are no longer
appropriate due to disease progression, the Gross Motor Subscale can provide insight into
functional decline.
Collapse
Affiliation(s)
- Michelle J Sanfilippo
- Department of Physical Therapy, University of Maryland Eastern Shore: 1 College Backbone Road, Princess Anne, MD 21853, USA
| | - Mary E Layshock
- Department of Physical Therapy, University of Maryland Eastern Shore: 1 College Backbone Road, Princess Anne, MD 21853, USA
| | - Leslie Keniston
- Department of Physical Therapy, University of Maryland Eastern Shore: 1 College Backbone Road, Princess Anne, MD 21853, USA
| |
Collapse
|
98
|
Liu S, Zhao Y, Ren Q, Zhang D, Shao K, Lin P, Yuan Y, Dai T, Zhang Y, Li L, Li W, Shan P, Meng X, Wang Q, Yan C. Amygdala abnormalities across disease stages in patients with sporadic amyotrophic lateral sclerosis. Hum Brain Mapp 2022; 43:5421-5431. [PMID: 35866384 PMCID: PMC9704775 DOI: 10.1002/hbm.26016] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Revised: 06/14/2022] [Accepted: 06/26/2022] [Indexed: 01/15/2023] Open
Abstract
To examine selective atrophy patterns and resting-state functional connectivity (FC) alterations in the amygdala at different stages of amyotrophic lateral sclerosis (ALS), and to explore any correlations between amygdala abnormalities and neuropsychiatric symptoms. We used the King's clinical staging system for ALS to divide 83 consecutive patients with ALS into comparable subgroups at different disease stages. We explored the pattern of selective amygdala subnucleus atrophy and amygdala-based whole-brain FC alteration in these patients and 94 healthy controls (HCs). Cognitive and emotional functions were also evaluated using a neuropsychological test battery. There were no significant differences between ALS patients at King's stage 1 and HCs for any amygdala subnucleus volumes. Compared with HCs, ALS patients at King's stage 2 had significantly lower left accessory basal nucleus and cortico-amygdaloid transition volumes. Furthermore, ALS patients at King's stage 3 demonstrated significant reductions in most amygdala subnucleus volumes and global amygdala volumes compared with HCs. Notably, amygdala-cuneus FC was increased in ALS patients at King's stage 3. Specific subnucleus volumes were significantly associated with Mini-Mental State Examination scores and Hamilton Anxiety Rating Scale scores in ALS patients. In conclusions, our study provides a comprehensive profile of amygdala abnormalities in ALS patients. The pattern of amygdala abnormalities in ALS patients differed greatly across King's clinical disease stages, and amygdala abnormalities are an important feature of patients with ALS at relatively advanced stages. Moreover, our findings suggest that amygdala volume may play an important role in anxiety and cognitive dysfunction in ALS patients.
Collapse
Affiliation(s)
- Shuangwu Liu
- School of Medicine, Cheeloo College of MedicineShandong UniversityJinanChina,Department of NeurologyResearch Institute of Neuromuscular and Neurodegenerative Disease, Qilu Hospital, Cheeloo College of Medicine, Shandong UniversityJinanChina,School of Nursing and Rehabilitation, Cheeloo College of MedicineShandong UniversityJinanChina
| | - Yuying Zhao
- Department of NeurologyResearch Institute of Neuromuscular and Neurodegenerative Disease, Qilu Hospital, Cheeloo College of Medicine, Shandong UniversityJinanChina
| | - Qingguo Ren
- Department of RadiologyQilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong UniversityQingdaoChina
| | - Dong Zhang
- Department of NeurologyResearch Institute of Neuromuscular and Neurodegenerative Disease, Qilu Hospital, Cheeloo College of Medicine, Shandong UniversityJinanChina
| | - Kai Shao
- Mitochondrial Medicine LaboratoryQilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong UniversityQingdaoShandongChina,Department of Clinical LaboratoryQilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong UniversityQingdaoChina
| | - Pengfei Lin
- Department of NeurologyResearch Institute of Neuromuscular and Neurodegenerative Disease, Qilu Hospital, Cheeloo College of Medicine, Shandong UniversityJinanChina
| | - Ying Yuan
- Sleep Medicine CenterQilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong UniversityQingdaoChina
| | - Tingjun Dai
- Department of NeurologyResearch Institute of Neuromuscular and Neurodegenerative Disease, Qilu Hospital, Cheeloo College of Medicine, Shandong UniversityJinanChina
| | - Yongqing Zhang
- Department of NeurologyQilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong UniversityQingdaoChina
| | - Ling Li
- Department of NeurologyQilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong UniversityQingdaoChina
| | - Wei Li
- Department of NeurologyResearch Institute of Neuromuscular and Neurodegenerative Disease, Qilu Hospital, Cheeloo College of Medicine, Shandong UniversityJinanChina
| | - Peiyan Shan
- Department of GerontologyQilu Hospital of Shandong UniversityJinanChina
| | - Xiangshui Meng
- Department of RadiologyQilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong UniversityQingdaoChina
| | - Qian Wang
- Department of RadiologyQilu Hospital of Shandong UniversityJinanChina
| | - Chuanzhu Yan
- Department of NeurologyResearch Institute of Neuromuscular and Neurodegenerative Disease, Qilu Hospital, Cheeloo College of Medicine, Shandong UniversityJinanChina,Mitochondrial Medicine LaboratoryQilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong UniversityQingdaoShandongChina
| |
Collapse
|
99
|
Webster AJ, Clarke R. Sporadic, late-onset, and multistage diseases. PNAS NEXUS 2022; 1:pgac095. [PMID: 35899071 PMCID: PMC9308562 DOI: 10.1093/pnasnexus/pgac095] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Accepted: 06/18/2022] [Indexed: 02/05/2023]
Abstract
Multistage disease processes are often characterized by a linear relationship between the log of incidence rates and the log of age. Examples include sequences of somatic mutations, that can cause cancer, and have recently been linked with a range of non-malignant diseases. Using a Weibull distribution to model diseases that occur through an ordered sequence of stages, and another model where stages can occur in any order, we characterized the age-related onset of disease in UK Biobank data. Despite their different underlying assumptions, both models accurately described the incidence of over 450 diseases, demonstrating that multistage disease processes cannot be inferred from this data alone. The parametric models provided unique insights into age-related disease, that conventional studies of relative risks cannot. The rate at which disease risk increases with age was used to distinguish between "sporadic" diseases, with an initially low and slowly increasing risk, and "late-onset" diseases whose negligible risk when young rapidly increases with age. "Relative aging rates" were introduced to quantify how risk factors modify age-related risk, finding the effective age-at-risk of sporadic diseases is strongly modified by common risk factors. Relative aging rates are ideal for risk-stratification, allowing the identification of ages with equivalent-risk in groups with different exposures. Most importantly, our results suggest that a substantial burden of sporadic diseases can be substantially delayed or avoided by early lifestyle interventions.
Collapse
Affiliation(s)
- Anthony J Webster
- Nuffield Department of Population Health, Big Data Institute, University of Oxford, Old Road Campus, Oxford OX3 7LF, UK
| | - Robert Clarke
- Nuffield Department of Population Health, Big Data Institute, University of Oxford, Old Road Campus, Oxford OX3 7LF, UK
| |
Collapse
|
100
|
Jacob S, Kapadia R, Soule T, Luo H, Schellenberg KL, Douville RN, Pfeffer G. Neuromuscular Complications of SARS-CoV-2 and Other Viral Infections. Front Neurol 2022; 13:914411. [PMID: 35812094 PMCID: PMC9263266 DOI: 10.3389/fneur.2022.914411] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Accepted: 05/25/2022] [Indexed: 12/15/2022] Open
Abstract
In this article we review complications to the peripheral nervous system that occur as a consequence of viral infections, with a special focus on complications of severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2). We discuss neuromuscular complications in three broad categories; the direct consequences of viral infection, autoimmune neuromuscular disorders provoked by viral infections, and chronic neurodegenerative conditions which have been associated with viral infections. We also include discussion of neuromuscular disorders that are treated by immunomodulatory therapies, and how this affects patient susceptibility in the current context of the coronavirus disease 2019 (COVID-19) pandemic. COVID-19 is associated with direct consequences to the peripheral nervous system via presumed direct viral injury (dysgeusia/anosmia, myalgias/rhabdomyolysis, and potentially mononeuritis multiplex) and autoimmunity (Guillain Barré syndrome and variants). It has important implications for people receiving immunomodulatory therapies who may be at greater risk of severe outcomes from COVID-19. Thus far, chronic post-COVID syndromes (a.k.a: long COVID) also include possible involvement of the neuromuscular system. Whether we may observe neuromuscular degenerative conditions in the longer term will be an important question to monitor in future studies.
Collapse
Affiliation(s)
- Sarah Jacob
- Hotchkiss Brain Institute, Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Ronak Kapadia
- Hotchkiss Brain Institute, Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Tyler Soule
- Hotchkiss Brain Institute, Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Honglin Luo
- Centre for Heart and Lung Innovation, Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Kerri L. Schellenberg
- Division of Neurology, Department of Medicine, University of Saskatchewan, Saskatoon, SK, Canada
| | - Renée N. Douville
- Division of Neurodegenerative Disorders, Department of Biology, Albrechtsen St. Boniface Research Centre, University of Winnipeg, Winnipeg, MB, Canada
| | - Gerald Pfeffer
- Hotchkiss Brain Institute, Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Department of Medical Genetics, Alberta Child Health Research Institute, University of Calgary, Calgary, AB, Canada
| |
Collapse
|