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Sghaier I, Kacem I, Ratti A, Takout K, Abida Y, Peverelli S, Ticozzi N, Gargouri-Berrachid A, Silani V, Gouider R. Impact of APOE and MAPT genetic profile on the cognitive functions among Amyotrophic Lateral Sclerosis Tunisian patients. J Neural Transm (Vienna) 2025; 132:609-618. [PMID: 39751824 DOI: 10.1007/s00702-024-02870-3] [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: 10/03/2024] [Accepted: 12/09/2024] [Indexed: 01/04/2025]
Abstract
Amyotrophic Lateral Sclerosis(ALS) has traditionally been managed as a neuromuscular disorder. However, recent evidence suggests involvement of non-motor domains. This study aims to evaluate the impact of APOE and MAPT genotypes on the cognitive features of ALS. We included confirmed ALS cases from the Neurology department at Razi University Hospital, Tunisia. APOE and MAPT screening were conducted with Sanger sequencing validation, and preliminary screening for four main ALS genes was performed. Clinical phenotypes and genotypes were analyzed using appropriate tests, with healthy controls (HC) representing the Tunisian population. Two-hundred-seventy ALS patients were included, stratified as 213 spinal cases,49 with bulbar onset and 8 patients with generalized form with 140 HC. Regarding APOE, we reported high frequency of ALS cases carrier of APOE-ε4 isoform compared to controls(p < 0.0001).We found a significant association between APOE-ɛ4 and ALS onset site (p = 0.05,r = 0.33),with higher frequencies in bulbar onset patients. Cognitive signs were more frequent in ɛ4 carriers (r = 0.43,p < 0.01),and a significant link was observed between dysexecutive functions and the APOE risk allele (p = 0.0495).Concerning the MAPT haplotypes, we reported high frequency of ALS cases carrier of MAPT H1-haplotype HC (94.45% and 72.14% respectively, p < 0.001).Among ALS cases,MAPT-H1 showed a stronger positive correlation with the presence of oculomotor signs(p = 0.05,r = 0.28).As well as significant positive association between cognitive impairments(p = 0.039,r = 0.59). Our findings emphasize the correlation between APOE and MAPT genotypes and the cognitive features in our ALS patients. We also observed other interesting, though weak, significant correlations (with coefficients not exceeding 0.20),which require further validation in a larger cohort to confirm our results.
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Affiliation(s)
- Ikram Sghaier
- Neurology Department, LR18SP03, Razi University Hospital, Tunis, Tunisia
- Clinical Investigation Center (CIC) "Neurosciences and Mental Health", Razi University Hospital, Tunis, Tunisia
- Higher Institute of Biotechnology of Sidi Thabet, BiotechPole of Sidi Thabet, University of Manouba, Arian, Manouba, Tunisia
| | - Imen Kacem
- Neurology Department, LR18SP03, Razi University Hospital, Tunis, Tunisia
- Clinical Investigation Center (CIC) "Neurosciences and Mental Health", Razi University Hospital, Tunis, Tunisia
- Faculty of Medicine of Tunis, University of Tunis El Manar, Tunis, Tunisia
| | - Antonia Ratti
- Department of Neurology and Laboratory of Neuroscience, Istituto Auxologico Italiano, IRCCS, Milan, Italy
- Department of Medical Biotechnology and Translational Medicine, Universita degli Studi di Milano, Milan, Italy
| | - Khouloud Takout
- Neurology Department, LR18SP03, Razi University Hospital, Tunis, Tunisia
- Clinical Investigation Center (CIC) "Neurosciences and Mental Health", Razi University Hospital, Tunis, Tunisia
| | - Youssef Abida
- Neurology Department, LR18SP03, Razi University Hospital, Tunis, Tunisia
- Clinical Investigation Center (CIC) "Neurosciences and Mental Health", Razi University Hospital, Tunis, Tunisia
- Faculty of Medicine of Tunis, University of Tunis El Manar, Tunis, Tunisia
| | - Silvia Peverelli
- Department of Neurology and Laboratory of Neuroscience, Istituto Auxologico Italiano, IRCCS, Milan, Italy
| | - Nicola Ticozzi
- Department of Neurology and Laboratory of Neuroscience, Istituto Auxologico Italiano, IRCCS, Milan, Italy
- Department of Pathophysiology and Transplantation, "Dino Ferrari" Center, Universita degli Studi di Milano, Milan, Italy
| | - Amina Gargouri-Berrachid
- Neurology Department, LR18SP03, Razi University Hospital, Tunis, Tunisia
- Clinical Investigation Center (CIC) "Neurosciences and Mental Health", Razi University Hospital, Tunis, Tunisia
- Faculty of Medicine of Tunis, University of Tunis El Manar, Tunis, Tunisia
| | - Vincenzo Silani
- Department of Neurology and Laboratory of Neuroscience, Istituto Auxologico Italiano, IRCCS, Milan, Italy
- Department of Pathophysiology and Transplantation, "Dino Ferrari" Center, Universita degli Studi di Milano, Milan, Italy
| | - Riadh Gouider
- Neurology Department, LR18SP03, Razi University Hospital, Tunis, Tunisia.
- Clinical Investigation Center (CIC) "Neurosciences and Mental Health", Razi University Hospital, Tunis, Tunisia.
- Faculty of Medicine of Tunis, University of Tunis El Manar, Tunis, Tunisia.
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De Bertier S, Lautrette G, Amador MDM, Miki T, Boillée S, Lobsiger CS, Bohl D, Darios F, Machat S, Duchesne M, Vourc'h P, Fauret-Amsellem AL, Corcia P, Guy N, Couratier P, Seilhean D, Millecamps S. MAPT mutations in amyotrophic lateral sclerosis: clinical, neuropathological and functional insights. J Neurol 2025; 272:272. [PMID: 40100285 PMCID: PMC11920346 DOI: 10.1007/s00415-025-13007-1] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2024] [Revised: 02/16/2025] [Accepted: 03/01/2025] [Indexed: 03/20/2025]
Abstract
BACKGROUND Amyotrophic lateral sclerosis (ALS) and frontotemporal dementia (FTD) are part of a well-established disease continuum, underpinned by TDP43-pathology. In contrast, the clinical manifestations of Tau-linked disorders are typically limited to cognitive phenotypes or atypical parkinsonism, although few reports describe motor neuron involvement associated with MAPT (microtubule-associated protein Tau) mutations. This study aimed to investigate the contribution of MAPT to the ALS phenotype. METHODS We analyzed a whole-exome sequencing database comprising 470 ALS patients and explored the pathogenicity of the identified variants through familial, clinical, neuropathological, and cellular studies. RESULTS We identified two missense variants in the Tau repeat domains: the novel p.I308T variant, in a patient with early-onset ALS, and the p.P364S mutation in three families with spinal- or respiratory-onset ALS. Segregation of this mutation with disease could be confirmed in two affected cousins. The observation of p.P364S patient's tissue showed accumulations of hyperphosphorylated Tau in various brain regions, prominent in the motor cortex with Lewy body-like inclusions, along with a C-terminal cleaved form of Tau in muscle. In NSC-34 motor neuron cells expressing p.I308T or p.P364S mutants, Tau was discontinuous along the neurites, with clusters of mitochondria resulting from impaired mitochondrial motility. CONCLUSION These findings expand the molecular understanding of ALS to include MAPT mutations. MAPT analysis should be incorporated into ALS genetic screening, particularly in patients with a familial history of the disease. Recognizing the full spectrum of MAPT-linked neurodegenerative diseases is of considerable interest, given the ongoing efforts to develop MAPT-targeted therapies.
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Affiliation(s)
- Sibylle De Bertier
- Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, APHP, Hôpital de la Pitié-Salpêtrière, Sorbonne Université, 75013, Paris, France
| | - Géraldine Lautrette
- Service de Neurologie, Centre de Référence SLA et autres maladies du neurone moteur, CHU Dupuytren, 87000, Limoges, France
| | - Maria-Del-Mar Amador
- Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, APHP, Hôpital de la Pitié-Salpêtrière, Sorbonne Université, 75013, Paris, France
- Département de Neurologie, Assistance Publique Hôpitaux de Paris (APHP), Centre de Référence SLA Ile de France, Hôpital de la Pitié-Salpêtrière, DMU Neurosciences, 75013, Paris, France
| | - Tomoko Miki
- Département de Neuropathologie, APHP, Hôpital de la Pitié-Salpêtrière, DMU Neurosciences, 75013, Paris, France
| | - Séverine Boillée
- Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, APHP, Hôpital de la Pitié-Salpêtrière, Sorbonne Université, 75013, Paris, France
| | - Christian Stefan Lobsiger
- Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, APHP, Hôpital de la Pitié-Salpêtrière, Sorbonne Université, 75013, Paris, France
| | - Delphine Bohl
- Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, APHP, Hôpital de la Pitié-Salpêtrière, Sorbonne Université, 75013, Paris, France
| | - Frederic Darios
- Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, APHP, Hôpital de la Pitié-Salpêtrière, Sorbonne Université, 75013, Paris, France
| | - Selma Machat
- Service de Neurologie, Centre de Référence SLA et autres maladies du neurone moteur, CHU Dupuytren, 87000, Limoges, France
| | | | - Patrick Vourc'h
- UMR 1253, iBraiN, Université de Tours, INSERM, 37000, Tours, France
- Service de Biochimie et Biologie Moléculaire, CHU de Tours, 37000, Tours, France
| | - Anne-Laure Fauret-Amsellem
- Unité Fonctionnelle de Neurogénétique Moléculaire et Cellulaire, Département de Génétique Médicale, APHP, Hôpital de la Pitié-Salpêtrière, Sorbonne Université, 75013, Paris, France
| | - Philippe Corcia
- UMR 1253, iBraiN, Université de Tours, INSERM, 37000, Tours, France
- Centre de référence SLA, CHU Tours, 37000, Tours, France
| | - Nathalie Guy
- Service de Neurologie, Centre de Ressources et de Compétences SLA, CHU Clermont-Ferrand, 63000, Clermont-Ferrand, France
| | - Philippe Couratier
- Service de Neurologie, Centre de Référence SLA et autres maladies du neurone moteur, CHU Dupuytren, 87000, Limoges, France
| | - Danielle Seilhean
- Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, APHP, Hôpital de la Pitié-Salpêtrière, Sorbonne Université, 75013, Paris, France
- Département de Neuropathologie, APHP, Hôpital de la Pitié-Salpêtrière, DMU Neurosciences, 75013, Paris, France
| | - Stéphanie Millecamps
- Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, APHP, Hôpital de la Pitié-Salpêtrière, Sorbonne Université, 75013, Paris, France.
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Ferrari C, Ingannato A, Matà S, Ramat S, Caremani L, Bagnoli S, Bessi V, Sorbi S, Nacmias B. Parkinson-ALS with a novel MAPT variant. Neurol Sci 2024; 45:1051-1055. [PMID: 37730935 PMCID: PMC10857966 DOI: 10.1007/s10072-023-07081-4] [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: 06/21/2023] [Accepted: 09/15/2023] [Indexed: 09/22/2023]
Abstract
The mutations on microtubule associated protein tau (MAPT) gene manifest clinically with behavioural frontotemporal dementia (FTD), parkinsonism, such as progressive supranuclear palsy and corticobasal degeneration, and rarely with amyotrophic lateral sclerosis (ALS). FTD-parkinsonism and FTD-ALS are clinical overlaps included in the spectrum of MAPT mutation's phenotypes. The mutations on MAPT gene cause the dysfunction of tau protein determining its accumulation in neurofibrillary tangles. Recent data describe frequently the co-occurrence of the aggregation of tau protein and α-synuclein in patients with parkinsonism and Parkinson disease (PD), suggesting an interaction of the two proteins in determining neurodegenerative process. The sporadic description of PD-ALS clinical complex, known as Brait-Fahn-Schwarz disease, supports the hypothesis of common neuropathological pathways between different disorders. Here we report the case of a 54-year-old Italian woman with idiopathic PD later complicated by ALS carrying a novel MAPT variant (Pro494Leu). The variant is characterized by an amino acid substitution and is classified as damaging for MAPT functions. The case supports the hypothesis of tau dysfunction as the basis of multiple neurodegenerative disorders.
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Affiliation(s)
- Camilla Ferrari
- Department of Neuroscience, Psychology, Drug Research and Child Health, University of Florence, 50134, Florence, Italy.
| | - Assunta Ingannato
- Department of Neuroscience, Psychology, Drug Research and Child Health, University of Florence, 50134, Florence, Italy
| | - Sabrina Matà
- Neuromuscular-Skeletal and Sensory Organs Department, AOU Careggi, Florence, Italy
| | - Silvia Ramat
- Parkinson Unit, Neuromuscular-Skeletal and Sensory Organs Department, AOU Careggi, Florence, Italy
| | - Luca Caremani
- Parkinson Unit, Neuromuscular-Skeletal and Sensory Organs Department, AOU Careggi, Florence, Italy
| | - Silvia Bagnoli
- Department of Neuroscience, Psychology, Drug Research and Child Health, University of Florence, 50134, Florence, Italy
| | - Valentina Bessi
- Department of Neuroscience, Psychology, Drug Research and Child Health, University of Florence, 50134, Florence, Italy
| | - Sandro Sorbi
- Department of Neuroscience, Psychology, Drug Research and Child Health, University of Florence, 50134, Florence, Italy
- IRCCS Fondazione Don Carlo Gnocchi, 50143, Florence, Italy
| | - Benedetta Nacmias
- Department of Neuroscience, Psychology, Drug Research and Child Health, University of Florence, 50134, Florence, Italy
- IRCCS Fondazione Don Carlo Gnocchi, 50143, Florence, Italy
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Osborne JF, Yanagi KS, Hart AC. Genetic interactions in a C. elegans sod-1 ALS model: glutamatergic neuron degeneration. MICROPUBLICATION BIOLOGY 2021; 2021. [PMID: 33474528 PMCID: PMC7812382 DOI: 10.17912/micropub.biology.000338] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Jennifer F Osborne
- Department of Neuroscience, Brown University, Providence, RI 02912.,Robert J. and Nancy D. Carney Institute for Brain Science, Providence, RI 02912
| | - Katherine S Yanagi
- Department of Neuroscience, Brown University, Providence, RI 02912.,Neuroscience Graduate Program, Brown University, Providence, RI 02912.,Robert J. and Nancy D. Carney Institute for Brain Science, Providence, RI 02912
| | - Anne C Hart
- Department of Neuroscience, Brown University, Providence, RI 02912.,Robert J. and Nancy D. Carney Institute for Brain Science, Providence, RI 02912
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Lin HC, Lin CH, Chen PL, Cheng SJ, Chen PH. Intrafamilial phenotypic heterogeneity in a Taiwanese family with a MAPT p.R5H mutation: a case report and literature review. BMC Neurol 2017; 17:186. [PMID: 28923025 PMCID: PMC5604294 DOI: 10.1186/s12883-017-0966-3] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2017] [Accepted: 09/13/2017] [Indexed: 12/13/2022] Open
Abstract
Background Frontotemporal degeneration (FTD) is a clinically and genetically heterogeneous neurodegenerative disorder characterized by deficits in executive function that frequently overlaps with parkinsonism and motor neuron disorders. Several genes have been identified to cause autosomal dominant forms of FTD, including the gene coding for the protein associated with microtubule tau (MAPT). While most reported pathogenic mutations in MAPT occur in exons 9–13, few families have been reported with mutations outside of this region. Herein, we report a first Taiwanese family having the exon 1 p.Arg5His mutation in MAPT with intrafamilial phenotype heterogeneity. Case presentation A 63-year-old man presented with progressive non-fluent speech and impaired memory for 3 years. He then developed apraxia, myoclonus and parkinsonism feature at his right hand. Extensive neurologic and neurocognitive examination lead to a diagnosis of FTD mixed with corticobasal syndrome. Magnetic resonance imaging revealed asymmetric atrophy in the left frontal and temporal lobes and single-photon emission computed tomography indicated decreased metabolism in the same areas as well as the left basal ganglia. The patient’s mother had been diagnosed with amyotrophic lateral sclerosis (ALS) at the age of 60 and was deceased 10 years later due to respiratory failure. The patient’s younger sister had persistent depressive disorder in her early forties and did not have any prominent cognitive or motor dysfunctions. We performed genetic analysis applying a targeted next generation sequencing (NGS) panel covering MAPT, GRN, VCP, FUS, CHMP2B, and TARDBP on the proband, followed by Sanger sequencing of candidate genes in eight family members. Hexanucleotide repeat expansion of C9Orf72 was determined by repeat-primed PCR. We identified a missense mutation in exon 1 of MAPT gene, c.14G > A (p.R5H), which was previously reported in only two Japanese patients in a literature review. This substitution co-segregated with the disease phenotypes in the family. Conclusions This is the first report of the occurrence of the MAPT p.R5H mutation in the Taiwanese population. Our findings extend the current knowledge of phenotypic heterogeneity among family members carrying the MAPT p.R5H mutation.
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Affiliation(s)
- Hui-Chi Lin
- Department of Neurology, MacKay Memorial Hospital, No. 92, Sec. 2, Zhongshan N. Rd., Zhongshan Dist, Taipei City, 10449, Taiwan
| | - Chin-Hsien Lin
- Department of Neurology, National Taiwan University Hospital, No. 7, Chung-Shan South Road, Taipei, 100, Taiwan
| | - Pei-Lung Chen
- Department of Medical Genetics, National Taiwan University Hospital, Taipei, Taiwan.,Graduate Institute of Medical Genomics and Proteomics, National Taiwan University College of Medicine, No. 7, Chung-Shan South Road, Taipei, Taiwan
| | - Shih-Jung Cheng
- Department of Neurology, MacKay Memorial Hospital, No. 92, Sec. 2, Zhongshan N. Rd., Zhongshan Dist, Taipei City, 10449, Taiwan
| | - Pei-Hao Chen
- Department of Neurology, MacKay Memorial Hospital, No. 92, Sec. 2, Zhongshan N. Rd., Zhongshan Dist, Taipei City, 10449, Taiwan. .,Department of Medicine, Mackay Medical College, New Taipei, Taiwan. .,Graduate Institute of Mechanical and Electrical Engineering, National Taipei University of Technology, Taipei, Taiwan.
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Abstract
Genes linked to amyotrophic lateral sclerosis (ALS) susceptibility are being identified at an increasing rate owing to advances in molecular genetic technology. Genetic mechanisms in ALS pathogenesis seem to exert major effects in about 10% of patients, but genetic factors at some level may be important components of disease risk in most patients with ALS. Identification of gene variants associated with ALS has informed concepts of the pathogenesis of ALS, aided the identification of therapeutic targets, facilitated research to develop new ALS biomarkers, and supported the establishment of clinical diagnostic tests for ALS-linked genes.
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Affiliation(s)
- Kevin Boylan
- Department of Neurology, Mayo Clinic Jacksonville, 4500 San Pablo Road, Jacksonville, FL 32224, USA.
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Marangi G, Traynor BJ. Genetic causes of amyotrophic lateral sclerosis: new genetic analysis methodologies entailing new opportunities and challenges. Brain Res 2015; 1607:75-93. [PMID: 25316630 PMCID: PMC5916786 DOI: 10.1016/j.brainres.2014.10.009] [Citation(s) in RCA: 109] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2014] [Revised: 10/03/2014] [Accepted: 10/05/2014] [Indexed: 12/11/2022]
Abstract
The genetic architecture of amyotrophic lateral sclerosis (ALS) is being increasingly understood. In this far-reaching review, we examine what is currently known about ALS genetics and how these genes were initially identified. We also discuss the various types of mutations that might underlie this fatal neurodegenerative condition and outline some of the strategies that might be useful in untangling them. These include expansions of short repeat sequences, common and low-frequency genetic variations, de novo mutations, epigenetic changes, somatic mutations, epistasis, oligogenic and polygenic hypotheses. This article is part of a Special Issue entitled ALS complex pathogenesis.
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Affiliation(s)
- Giuseppe Marangi
- Neuromuscular Diseases Research Section, Laboratory of Neurogenetics, National Institute on Aging, Bethesda, MD, USA; Institute of Medical Genetics, Catholic University, Roma, Italy.
| | - Bryan J Traynor
- Neuromuscular Diseases Research Section, Laboratory of Neurogenetics, National Institute on Aging, Bethesda, MD, USA; Department of Neurology, Johns Hopkins School of Medicine, Baltimore, MD, USA
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Finelli MJ, Liu KX, Wu Y, Oliver PL, Davies KE. Oxr1 improves pathogenic cellular features of ALS-associated FUS and TDP-43 mutations. Hum Mol Genet 2015; 24:3529-44. [PMID: 25792726 PMCID: PMC4498158 DOI: 10.1093/hmg/ddv104] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2015] [Accepted: 03/16/2015] [Indexed: 12/12/2022] Open
Abstract
Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disease characterized by the loss of motor neuron-like cells. Mutations in the RNA- and DNA-binding proteins, fused in sarcoma (FUS) and transactive response DNA-binding protein 43 kDa (TDP-43), are responsible for 5–10% of familial and 1% of sporadic ALS cases. Importantly, aggregation of misfolded FUS or TDP-43 is also characteristic of several neurodegenerative disorders in addition to ALS, including frontotemporal lobar degeneration. Moreover, splicing deregulation of FUS and TDP-43 target genes as well as mitochondrial abnormalities are associated with disease-causing FUS and TDP-43 mutants. While progress has been made to understand the functions of these proteins, the exact mechanisms by which FUS and TDP-43 cause ALS remain unknown. Recently, we discovered that, in addition to being up-regulated in spinal cords of ALS patients, the novel protein oxidative resistance 1 (Oxr1) protects neurons from oxidative stress-induced apoptosis. To further understand the function of Oxr1, we present here the first interaction study of the protein. We show that Oxr1 binds to Fus and Tdp-43 and that certain ALS-associated mutations in Fus and Tdp-43 affect their Oxr1-binding properties. We further demonstrate that increasing Oxr1 levels in cells expressing specific Fus and Tdp-43 mutants improves the three main cellular features associated with ALS: cytoplasmic mis-localization and aggregation, splicing changes of a mitochondrial gene and mitochondrial defects. Taken together, these findings suggest that OXR1 may have therapeutic benefits for the treatment of ALS and related neurodegenerative disorders with TDP-43 pathology.
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Affiliation(s)
- Mattéa J Finelli
- MRC Functional Genomics Unit, Department of Physiology, Anatomy and Genetics, University of Oxford, Parks Road, Oxford OX1 3PT, UK
| | - Kevin X Liu
- MRC Functional Genomics Unit, Department of Physiology, Anatomy and Genetics, University of Oxford, Parks Road, Oxford OX1 3PT, UK
| | - Yixing Wu
- MRC Functional Genomics Unit, Department of Physiology, Anatomy and Genetics, University of Oxford, Parks Road, Oxford OX1 3PT, UK
| | - Peter L Oliver
- MRC Functional Genomics Unit, Department of Physiology, Anatomy and Genetics, University of Oxford, Parks Road, Oxford OX1 3PT, UK
| | - Kay E Davies
- MRC Functional Genomics Unit, Department of Physiology, Anatomy and Genetics, University of Oxford, Parks Road, Oxford OX1 3PT, UK
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