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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.
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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
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Epidemiological time-trend of amyotrophic lateral sclerosis (ALS) over two decades: The French population-based register of ALS in Limousin (FRALim register). Rev Neurol (Paris) 2022; 178:914-923. [PMID: 36163089 DOI: 10.1016/j.neurol.2022.05.004] [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: 04/08/2022] [Revised: 05/25/2022] [Accepted: 05/31/2022] [Indexed: 11/20/2022]
Abstract
INTRODUCTION Population-based registers are key to understanding disease patterns. Taking advantage of the long-standing operation of the French register of amyotrophic lateral sclerosis (ALS) in Limousin (FRALim register), we sought to determine the time trends in incidence, clinical features and survival of ALS patients from 2000 to 2020. METHODS FRALim register included incident cases through multiple sources of ascertainment. A capture-recapture method was used to assess the exhaustiveness of case ascertainment. Crude and standardized incidences were calculated per 100,000 person-years of follow-up (PYFU). Time-period was divided (period 2000 to 2010 and period 2011 to 2020) to compare incidence rates and clinical features. Survival was analyzed using Kaplan-Meier method. Cox proportional hazards model was performed to calculate hazards for the time periods. RESULTS Overall, 501 incident cases were identified during 21 years. The overall crude incidence was 3.26 (95% CI 2.97 to 3.55) per 100 000 PYFU. The exhaustiveness of the register was estimated at 98.8% (95% CI 97.4-99.6%) by capture-recapture analysis. Several fluctuations were observed without a consistent trend over the last two decades. The crude and standardized incidences were higher in males than females. The peak of incidence was observed in the 75-79 years age band. Almost one-third of the cases exhibited a bulbar onset. There were significant differences in clinical features between time periods. Four hundred and ninety-one cases were included in the survival analysis. The median survival time from diagnosis was 16.0 months (95% CI 14.3 to 17.7 months). Patients in the last decade experienced a lower risk of dying but the difference did not reach statistical significance (adjusted HR: 0.89 (95% CI 0.73 to 1.08, P=0.229). CONCLUSION We provided reliable epidemiological data over two decades. We showed that incidence has been relatively stable, while clinical variability was observed. A slight improvement in survival time was found in the last decade but it was not statistically significant. Further quality register data are needed to improve our understanding of ALS epidemiological trends.
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Huang S, Zheng M, Lin J, Huang P, Chen W, He R, Yao X. Natural history and remarkable psychiatric state of late-onset amyotrophic lateral sclerosis in China. Acta Neurol Scand 2022; 146:24-33. [PMID: 35187661 DOI: 10.1111/ane.13598] [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: 11/01/2021] [Revised: 12/09/2021] [Accepted: 12/27/2021] [Indexed: 11/29/2022]
Abstract
OBJECTIVE Amyotrophic lateral sclerosis (ALS) is a fatal neurodegenerative disease affecting motor neurons. The proportion of late-onset ALS in China were low and may have distinct clinical and genetic manifestations. We aimed to investigate the natural history and remarkable psychiatric state of ALS with age at onset over 60 years in China. MATERIALS AND METHODS We collected all ALS cases from 2017 to 2020 in our center and focused on late-onset ALS patients particularly, by analyzing the clinical data, including the ALS onset and disease progression. Anxiety, depression, cognitive function, and sleep quality were assessed to reflect the psychiatric state. RESULTS A total of 193 late-onset ALS patients were included in this study. The median age at onset of late-onset ALS was 65 years with the quartile from 62 to 68 years. When compared with 446 non-late-onset ALS, late-onset ALS showed distinct clinical presentation, with lower ALS Functional Rating Scale-Revised at diagnosis and faster rate of progression. Remarkably, late-onset ALS were suffering from worse psychiatric state, including serious anxiety and depression, as well as worse cognitive function with sleep quality. The abnormal psychiatric state was more pronounced in female patients of late-onset. CONCLUSIONS In the current study, ALS patients with late-onset showed unique clinical features. Severe psychiatric conditions and faster progression in the early stage of the disease of late-onset ALS indicated the need for more social and psychiatric support in this population.
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Affiliation(s)
- Sen Huang
- Department of Neurology The First Affiliated Hospital Sun Yat‐sen University Guangzhou China
- Guangdong Provincial Key Laboratory of Diagnosis and Treatment of Major Neurological Diseases National Key Clinical Department and Key Discipline of Neurology Guangzhou China
| | - Minying Zheng
- Department of Neurology The First Affiliated Hospital Sun Yat‐sen University Guangzhou China
- Guangdong Provincial Key Laboratory of Diagnosis and Treatment of Major Neurological Diseases National Key Clinical Department and Key Discipline of Neurology Guangzhou China
| | - Jianing Lin
- Department of Neurology The First Affiliated Hospital Sun Yat‐sen University Guangzhou China
- Guangdong Provincial Key Laboratory of Diagnosis and Treatment of Major Neurological Diseases National Key Clinical Department and Key Discipline of Neurology Guangzhou China
| | - Pian Huang
- Department of Neurology The First Affiliated Hospital Sun Yat‐sen University Guangzhou China
- Guangdong Provincial Key Laboratory of Diagnosis and Treatment of Major Neurological Diseases National Key Clinical Department and Key Discipline of Neurology Guangzhou China
| | - Weineng Chen
- Department of Neurology The First Affiliated Hospital Sun Yat‐sen University Guangzhou China
- Guangdong Provincial Key Laboratory of Diagnosis and Treatment of Major Neurological Diseases National Key Clinical Department and Key Discipline of Neurology Guangzhou China
| | - Ruojie He
- Department of Neurology The First Affiliated Hospital Sun Yat‐sen University Guangzhou China
- Guangdong Provincial Key Laboratory of Diagnosis and Treatment of Major Neurological Diseases National Key Clinical Department and Key Discipline of Neurology Guangzhou China
| | - Xiaoli Yao
- Department of Neurology The First Affiliated Hospital Sun Yat‐sen University Guangzhou China
- Guangdong Provincial Key Laboratory of Diagnosis and Treatment of Major Neurological Diseases National Key Clinical Department and Key Discipline of Neurology Guangzhou China
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Sun Q, Huo Y, Bai J, Wang H, Cui F, Wang H, Yang F, Huang X. Characteristics of Late-Onset Amyotrophic Lateral Sclerosis in a Chinese Cohort. NEURODEGENER DIS 2021; 21:24-29. [PMID: 34419946 DOI: 10.1159/000519002] [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: 06/09/2021] [Accepted: 08/10/2021] [Indexed: 11/19/2022] Open
Abstract
OBJECTIVE This retrospective study analyzed the clinical characteristics and prognosis of the elderly amyotrophic lateral sclerosis (ALS) population in a large sample. METHODS The study included 1,005 patients with sporadic ALS admitted to Chinese PLA General Hospital between March 2011 and March 2021. We stratified the ALS patients into young and old groups using 2 cutoffs for the age at disease onset (≥65 or ≥70 years old) and compared their demographic, clinical, and survival data. RESULTS The mean onset age of all patients was 52.79 ± 10.55 years, with 123 (12.24%) having a disease onset ≥65 years and 44 (4.38%) having an onset ≥70 years. There were 624 (62.1%) male patients. More bulbar-onset cases were in the late-onset group (p = 0.001). The sex distribution, time from onset to diagnosis, and the time of symptom spread from spinal or bulbar localization to a generalized localization did not differ between groups. Late-onset patients progressed more rapidly and had a significantly shorter survival. CONCLUSIONS Chinese ALS patients have an earlier age at onset and a relatively smaller proportion of old onset than European and Japanese patients. Elderly patients are more likely to have bulbar onset, which is related to rapid progression and a shorter survival.
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Affiliation(s)
- Qionghua Sun
- College of Medicine, Nankai University, Tianjin, China.,Department of Neurology of the First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Yunyun Huo
- Department of Neurology of the First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Jiongming Bai
- College of Medicine, Nankai University, Tianjin, China.,Department of Neurology of the First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Haoran Wang
- College of Medicine, Nankai University, Tianjin, China.,Department of Neurology of the First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Fang Cui
- Neurological Department of Hainan Hospital, Chinese PLA General Hospital, Sanya, China
| | - Hongfen Wang
- Department of Neurology of the First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Fei Yang
- Department of Neurology of the First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Xusheng Huang
- College of Medicine, Nankai University, Tianjin, China.,Department of Neurology of the First Medical Center, Chinese PLA General Hospital, Beijing, China
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Vasta R, D'Ovidio F, Canosa A, Manera U, Torrieri MC, Grassano M, De Marchi F, Mazzini L, Moglia C, Calvo A, Chiò A. Plateaus in amyotrophic lateral sclerosis progression: results from a population‐based cohort. Eur J Neurol 2020; 27:1397-1404. [DOI: 10.1111/ene.14287] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2020] [Revised: 04/20/2020] [Accepted: 04/21/2020] [Indexed: 11/26/2022]
Affiliation(s)
- R. Vasta
- ‘Rita Levi Montalcini’ Department of Neuroscience ALS Center University of Turin TurinItaly
| | - F. D'Ovidio
- ‘Rita Levi Montalcini’ Department of Neuroscience ALS Center University of Turin TurinItaly
| | - A. Canosa
- ‘Rita Levi Montalcini’ Department of Neuroscience ALS Center University of Turin TurinItaly
| | - U. Manera
- ‘Rita Levi Montalcini’ Department of Neuroscience ALS Center University of Turin TurinItaly
| | - M. C. Torrieri
- ‘Rita Levi Montalcini’ Department of Neuroscience ALS Center University of Turin TurinItaly
| | - M. Grassano
- ‘Rita Levi Montalcini’ Department of Neuroscience ALS Center University of Turin TurinItaly
| | - F. De Marchi
- Department of Neurology ALS Center Azienda Ospedaliero Universitaria Maggiore della Carità NovaraItaly
| | - L. Mazzini
- Department of Neurology ALS Center Azienda Ospedaliero Universitaria Maggiore della Carità NovaraItaly
| | - C. Moglia
- ‘Rita Levi Montalcini’ Department of Neuroscience ALS Center University of Turin TurinItaly
- Neurology 1 Azienda Ospedaliero Universitaria Città della Salute e della Scienza Turin Italy
| | - A. Calvo
- ‘Rita Levi Montalcini’ Department of Neuroscience ALS Center University of Turin TurinItaly
- Neurology 1 Azienda Ospedaliero Universitaria Città della Salute e della Scienza Turin Italy
| | - A. Chiò
- ‘Rita Levi Montalcini’ Department of Neuroscience ALS Center University of Turin TurinItaly
- Neurology 1 Azienda Ospedaliero Universitaria Città della Salute e della Scienza Turin Italy
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6
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Liu T, Shen D, Yang X, Cui B, Tai H, Wang Z, Liu S, Zhang K, Liu M, Cui L. Early onset but long survival and other prognostic factors in Chinese sporadic amyotrophic lateral sclerosis. J Clin Neurosci 2019; 69:74-80. [PMID: 31447367 DOI: 10.1016/j.jocn.2019.08.030] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2019] [Accepted: 08/05/2019] [Indexed: 12/11/2022]
Abstract
OBJECTIVES To explore the cause of long survival but early onset and other prognostic factors among Chinese sporadic amyotrophic lateral sclerosis (ALS) patients. METHODS Patients with ALS were recruited and followed up from Jan 2013 to Jan 2017. Phenotype and survival were compared among different age-at-onset groups. Candidate prognostic factors were analyzed by Kaplan-Meier method, Cox regression and Royston Parmar (RP) model dealing with breaches of proportional hazard assumption. RESULTS In the cohort of 531 patients, mean age-at-onset was 53.68 years (SD:10.85) and overall estimated median survival time was 59 months (95% CI: 48.29-69.71). Pairwise comparison showed that patients above 65 years at onset were more frequently bulbar onset (adjusted residual: 3.0), less frequently lumbosacral onset (adjusted residual: -3.0), and had shorter survival compared with other age groups (p = 0.002). Cox and RP model demonstrated independent prognostic variables including age at onset, bulbar onset, diagnostic delay, MRC-score at first diagnosis and region of residence. CONCLUSIONS This clinic-based study suggested that Chinese sporadic ALS patients had relatively long survival probably due to young age and less bulbar onset cases. Short diagnostic delay, low MRC-score and northern residence were also predicative of short survival. Reallocation of resources is needed to optimize quality care and prolong survival time.
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Affiliation(s)
- Tanxin Liu
- Department of Neurology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Dongchao Shen
- Department of Neurology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Xunzhe Yang
- Department of Neurology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Bo Cui
- Department of Neurology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Hongfei Tai
- Department of Neurology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Zhili Wang
- Department of Neurology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Shuangwu Liu
- Department of Neurology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Kang Zhang
- Department of Neurology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Mingsheng Liu
- Department of Neurology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China.
| | - Liying Cui
- Department of Neurology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China.
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7
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Akaishi T, Takahashi T, Abe M, Aoki M, Ishii T. Consideration of gravity as a possible etiological factor in amyotrophic lateral sclerosis. Med Hypotheses 2019; 132:109369. [PMID: 31442918 DOI: 10.1016/j.mehy.2019.109369] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2019] [Revised: 08/08/2019] [Accepted: 08/16/2019] [Indexed: 12/11/2022]
Abstract
Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disease with an unknown mechanism of onset that predominantly impairs the upper and lower motor neurons. Components of the sensory and autonomic nervous system were once thought to be spared in the disease, but more recently they have been identified to be impaired at various levels. However, some of the motor neurons such as oculomotor, abducens, or pudendal nerves are spared even in the later stages of ALS. The mechanism of such complex and heterogeneous neuronal loss in typical ALS is still unknown. In this study, the characteristics of the nervous system involved in the pathogenesis of ALS were comprehensively reviewed. As a result, the direction of the axon in the anatomical position, rather than the functional type or length of the axon, was suggested to contribute the most to the onset of ALS. This finding suggested that downward directed axons, represented by motor neurons, require extra energy to move waste or unnecessary substances from the synapse side to the neural cell body with retrograde fast axonal transport. Based on this theory, the extra energy that is required in vertically directed axons due to the effect of gravity was mathematically estimated. As a result, several percent more adenosine triphosphate molecules were suggested to be consumed in vertical axonal transport by gravity, compared to those consumed in transverse axonal transport. Because most of the motor neurons project downward in the anatomical position, unretrieved waste will gradually sediment in axon terminals by gravity, which could eventually result in motor neuron-dominant neuronal loss. Although the theory that gravity is one of the mechanisms responsible for ALS is still hypothetical, it is theoretically reasonable and compatible with the clinical manifestations of the disease. Further basic research studies with cultured neurons or animal models are necessary to confirm the association between gravity and the onset of ALS.
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Affiliation(s)
- Tetsuya Akaishi
- Department of Education and Support for Regional Medicine, Tohoku University Hospital, Sendai, Japan; Department of Neurology, Tohoku University Graduate School of Medicine, Sendai, Japan.
| | - Toshiyuki Takahashi
- Department of Neurology, Tohoku University Graduate School of Medicine, Sendai, Japan; Department of Neurology, National Hospital Organization Yonezawa National Hospital, Yonezawa, Japan
| | - Michiaki Abe
- Department of Education and Support for Regional Medicine, Tohoku University Hospital, Sendai, Japan
| | - Masashi Aoki
- Department of Neurology, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Tadashi Ishii
- Department of Education and Support for Regional Medicine, Tohoku University Hospital, Sendai, Japan
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8
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Luna J, Diagana M, Ait Aissa L, Tazir M, Ali Pacha L, Kacem I, Gouider R, Henning F, Basse A, Cisse O, Balogou AAK, Kombate D, Agbetou M, Houinato D, Millogo A, Agba T, Belo M, Penoty M, Raymondeau-Moustafa M, Hamidou B, Couratier P, Preux PM, Marin B. Clinical features and prognosis of amyotrophic lateral sclerosis in Africa: the TROPALS study. J Neurol Neurosurg Psychiatry 2019; 90:20-29. [PMID: 30242088 DOI: 10.1136/jnnp-2018-318469] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2018] [Revised: 07/06/2018] [Accepted: 07/14/2018] [Indexed: 12/11/2022]
Abstract
OBJECTIVE We describe and compare the sociodemographic and clinical features, treatments, and prognoses and survival times of patients with amyotrophic lateral sclerosis (ALS) in Africa. METHODOLOGY We conducted a multicentre, hospital-based cohort study in Africa. Patients with ALS diagnosed in the neurology departments of participating hospitals from 2005 to 2017 were included. Subgroup analysis was performed by subcontinent. Survival analyses were conducted using the Cox proportional hazards model. RESULTS Nine centres from eight African countries participated. A total of 185 patients with ALS were included: 114 from Northern Africa, 41 from Western Africa and 30 from Southern Africa. A male predominance (male to female ratio 2.9) was evident. The median age at onset was 53.0 years (IQR 44.5-64.0 years). The onset was bulbar in 22.7%. Only 47 patients (26.3%) received riluzole, mainly in Northern and Western Africa. The median survival from the time of diagnosis was 14.0 months (95% CI 10.7 to 17.2 months). The median survival was longer in Northern Africa (19.0 months, 95% CI 10.8 to 27.2 months) than in Western (4.0 months, 95% CI 0.8 to 7.1 months) and Southern (11.0 months, 95% CI 5.6 to 16.4 months) Africa (Breslow test, p<0.0001). Both subcontinental location and riluzole treatment independently affected survival. CONCLUSION More African patients with ALS were male and younger and exhibited a lower proportion of bulbar onset compared with patients with ALS from Western nations. Survival was consistent with that in Western registers but far shorter than what would be expected for young patients with ALS. The research improves our understanding of the disease in Africa.
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Affiliation(s)
- Jaime Luna
- INSERM, U1094, Tropical Neuroepidemiology, Limoges, France.,UMR_S 1094, Tropical Neuroepidemiology, Institute of Neuroepidemiology and Tropical Neurology, CNRS FR 3503 GEIST, University of Limoges, Limoges, France
| | - Mouhamadou Diagana
- INSERM, U1094, Tropical Neuroepidemiology, Limoges, France.,UMR_S 1094, Tropical Neuroepidemiology, Institute of Neuroepidemiology and Tropical Neurology, CNRS FR 3503 GEIST, University of Limoges, Limoges, France.,Département de Neurologie, CHU de Nouakchott, Nouakchott, Mauritania
| | - Leila Ait Aissa
- Laboratoire de Recherche en Neurosciences, Service de Neurologie, CHU Mustapha, Sidi M'Hamed, Algeria
| | - Meriem Tazir
- Laboratoire de Recherche en Neurosciences, Service de Neurologie, CHU Mustapha, Sidi M'Hamed, Algeria
| | - Lamia Ali Pacha
- Laboratoire de Recherche en Neurosciences, Service de Neurologie, CHU Mustapha, Sidi M'Hamed, Algeria
| | - Imen Kacem
- Faculty of Medicine of Tunis, University Tunis el Manar, La Manouba, Tunisia.,Department of Neurology, Razi Hospital, La Manouba, Tunisia
| | - Riadh Gouider
- Faculty of Medicine of Tunis, University Tunis el Manar, La Manouba, Tunisia.,Department of Neurology, Razi Hospital, La Manouba, Tunisia
| | - Franclo Henning
- Division of Neurology, Department of Medicine, Faculty of Medicine and Health Sciences, Stellenbosch University, Stellenbosch, South Africa.,Centre for Research in Neurodegenerative Disease, Faculty of Medicine and Health Sciences, Stellenbosch University, Stellenbosch, South Africa
| | - Anna Basse
- Département de Neurologie, CHNU Fann, UCAD, Dakar, Senegal
| | - Ousmane Cisse
- Département de Neurologie, CHNU Fann, UCAD, Dakar, Senegal
| | | | - Damelan Kombate
- Département de Neurologie, CHU Campus Université de Lomé, Lomé, Togo
| | - Mendinatou Agbetou
- Faculty of Health Sciences, Laboratory of Chronic and Neurologic Diseases Epidemiology, University of Abomey-Calavi, Cotonou, Benin.,Neurology Unit, CNHU Cotonou, Cotonou, Benin
| | - Dismand Houinato
- INSERM, U1094, Tropical Neuroepidemiology, Limoges, France.,UMR_S 1094, Tropical Neuroepidemiology, Institute of Neuroepidemiology and Tropical Neurology, CNRS FR 3503 GEIST, University of Limoges, Limoges, France.,Faculty of Health Sciences, Laboratory of Chronic and Neurologic Diseases Epidemiology, University of Abomey-Calavi, Cotonou, Benin.,Neurology Unit, CNHU Cotonou, Cotonou, Benin
| | - Athanase Millogo
- INSERM, U1094, Tropical Neuroepidemiology, Limoges, France.,UMR_S 1094, Tropical Neuroepidemiology, Institute of Neuroepidemiology and Tropical Neurology, CNRS FR 3503 GEIST, University of Limoges, Limoges, France.,Département de Neurologie, CHU Sourô Sanou, Bobo-Dioulasso, Burkina Faso.,University of Ouagadougou, Ouagadougou, Burkina Faso
| | | | | | - Marie Penoty
- INSERM, U1094, Tropical Neuroepidemiology, Limoges, France.,UMR_S 1094, Tropical Neuroepidemiology, Institute of Neuroepidemiology and Tropical Neurology, CNRS FR 3503 GEIST, University of Limoges, Limoges, France.,CHU Limoges, Service de Neurologie, Centre Expert SLA, Limoges, France
| | - Marie Raymondeau-Moustafa
- INSERM, U1094, Tropical Neuroepidemiology, Limoges, France.,UMR_S 1094, Tropical Neuroepidemiology, Institute of Neuroepidemiology and Tropical Neurology, CNRS FR 3503 GEIST, University of Limoges, Limoges, France.,CHU Limoges, Centre d'Epidémiologie de Biostatistique et de Méthodologie de la Recherche, Limoges, France
| | - Bello Hamidou
- INSERM, U1094, Tropical Neuroepidemiology, Limoges, France.,UMR_S 1094, Tropical Neuroepidemiology, Institute of Neuroepidemiology and Tropical Neurology, CNRS FR 3503 GEIST, University of Limoges, Limoges, France
| | - Philippe Couratier
- INSERM, U1094, Tropical Neuroepidemiology, Limoges, France.,UMR_S 1094, Tropical Neuroepidemiology, Institute of Neuroepidemiology and Tropical Neurology, CNRS FR 3503 GEIST, University of Limoges, Limoges, France.,CHU Limoges, Service de Neurologie, Centre Expert SLA, Limoges, France
| | - Pierre Marie Preux
- INSERM, U1094, Tropical Neuroepidemiology, Limoges, France.,UMR_S 1094, Tropical Neuroepidemiology, Institute of Neuroepidemiology and Tropical Neurology, CNRS FR 3503 GEIST, University of Limoges, Limoges, France.,CHU Limoges, Centre d'Epidémiologie de Biostatistique et de Méthodologie de la Recherche, Limoges, France
| | - Benoit Marin
- INSERM, U1094, Tropical Neuroepidemiology, Limoges, France .,UMR_S 1094, Tropical Neuroepidemiology, Institute of Neuroepidemiology and Tropical Neurology, CNRS FR 3503 GEIST, University of Limoges, Limoges, France.,CHU Limoges, Centre d'Epidémiologie de Biostatistique et de Méthodologie de la Recherche, Limoges, France
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9
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Logroscino G, Piccininni M, Marin B, Nichols E, Abd-Allah F, Abdelalim A, Alahdab F, Asgedom SW, Awasthi A, Chaiah Y, Daryani A, Do HP, Dubey M, Elbaz A, Eskandarieh S, Farhadi F, Farzadfar F, Fereshtehnejad SM, Fernandes E, Filip I, Foreman KJ, Gebre AK, Gnedovskaya EV, Hamidi S, Hay SI, Irvani SSN, Ji JS, Kasaeian A, Kim YJ, Mantovani LG, Mashamba-Thompson TP, Mehndiratta MM, Mokdad AH, Nagel G, Nguyen TH, Nixon MR, Olagunju AT, Owolabi MO, Piradov MA, Qorbani M, Radfar A, Reiner RC, Sahraian MA, Sarvi S, Sharif M, Temsah O, Tran BX, Truong NT, Venketasubramanian N, Winkler AS, Yimer EM, Feigin VL, Vos T, Murray CJL. Global, regional, and national burden of motor neuron diseases 1990-2016: a systematic analysis for the Global Burden of Disease Study 2016. Lancet Neurol 2018; 17:1083-1097. [PMID: 30409709 PMCID: PMC6234315 DOI: 10.1016/s1474-4422(18)30404-6] [Citation(s) in RCA: 149] [Impact Index Per Article: 24.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2018] [Revised: 09/26/2018] [Accepted: 10/22/2018] [Indexed: 12/11/2022]
Abstract
BACKGROUND Understanding how prevalence, incidence, and mortality of motor neuron diseases change over time and by location is crucial for understanding the causes of these disorders and for health-care planning. Our aim was to produce estimates of incidence, prevalence, and disability-adjusted life-years (DALYs) for motor neuron diseases for 195 countries and territories from 1990 to 2016 as part of the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2016. METHODS The motor neuron diseases included in this study were amyotrophic lateral sclerosis, spinal muscular atrophy, hereditary spastic paraplegia, primary lateral sclerosis, progressive muscular atrophy, and pseudobulbar palsy. Incidence, prevalence, and DALYs were estimated using a Bayesian meta-regression model. We analysed 14 165 site-years of vital registration cause of death data using the GBD 2016 cause of death ensemble model. The 84 risk factors quantified in GBD 2016 were tested for an association with incidence or death from motor neuron diseases. We also explored the relationship between Socio-demographic Index (SDI; a compound measure of income per capita, education, and fertility) and age-standardised DALYs of motor neuron diseases. FINDINGS In 2016, globally, 330 918 (95% uncertainty interval [UI] 299 522-367 254) individuals had a motor neuron disease. Motor neuron diseases have caused 926 090 (881 566-961 758) DALYs and 34 325 (33 051-35 364) deaths in 2016. The worldwide all-age prevalence was 4·5 (4·1-5·0) per 100 000 people, with an increase in age-standardised prevalence of 4·5% (3·4-5·7) over the study period. The all-age incidence was 0·78 (95% UI 0·71-0·86) per 100 000 person-years. No risk factor analysed in GBD showed an association with motor neuron disease incidence. The largest age-standardised prevalence was in high SDI regions: high-income North America (16·8, 95% UI 15·8-16·9), Australasia (14·7, 13·5-16·1), and western Europe (12·9, 11·7-14·1). However, the prevalence and incidence were lower than expected based on SDI in high-income Asia Pacific. INTERPRETATION Motor neuron diseases have low prevalence and incidence, but cause severe disability with a high fatality rate. Incidence of motor neuron diseases has geographical heterogeneity, which is not explained by any risk factors quantified in GBD, suggesting other unmeasured risk factors might have a role. Between 1990 and 2016, the burden of motor neuron diseases has increased substantially. The estimates presented here, as well as future estimates based on data from a greater number of countries, will be important in the planning of services for people with motor neuron diseases worldwide. FUNDING Bill & Melinda Gates Foundation.
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10
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Izumi Y, Morino H, Miyamoto R, Matsuda Y, Ohsawa R, Kurashige T, Shimatani Y, Kaji R, Kawakami H. Compound heterozygote mutations in the SIGMAR1 gene in an oldest-old patient with amyotrophic lateral sclerosis. Geriatr Gerontol Int 2018; 18:1519-1520. [PMID: 30311446 DOI: 10.1111/ggi.13506] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Revised: 06/19/2018] [Accepted: 07/04/2018] [Indexed: 12/14/2022]
Affiliation(s)
- Yuishin Izumi
- Department of Clinical Neuroscience, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima, Japan
| | - Hiroyuki Morino
- Department of Epidemiology, Research Institute for Radiation Biology & Medicine, Hiroshima University, Hiroshima, Japan
| | - Ryosuke Miyamoto
- Department of Clinical Neuroscience, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima, Japan
- Department of Epidemiology, Research Institute for Radiation Biology & Medicine, Hiroshima University, Hiroshima, Japan
| | - Yukiko Matsuda
- Department of Epidemiology, Research Institute for Radiation Biology & Medicine, Hiroshima University, Hiroshima, Japan
| | - Ryosuke Ohsawa
- Department of Epidemiology, Research Institute for Radiation Biology & Medicine, Hiroshima University, Hiroshima, Japan
| | - Takashi Kurashige
- Department of Neurology, National Hospital Organization Kure Medical Center, Hiroshima, Japan
| | - Yoshimitsu Shimatani
- Department of Neurology, Tokushima Prefectural Central Hospital, Tokushima, Japan
| | - Ryuji Kaji
- Department of Clinical Neuroscience, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima, Japan
| | - Hideshi Kawakami
- Department of Epidemiology, Research Institute for Radiation Biology & Medicine, Hiroshima University, Hiroshima, Japan
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11
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Santos MO, Gromicho M, Pinto S, de Carvalho M. Very late-onset amyotrophic lateral sclerosis in a Portuguese cohort. Amyotroph Lateral Scler Frontotemporal Degener 2018; 19:619-622. [PMID: 30265147 DOI: 10.1080/21678421.2018.1510010] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
OBJECTIVE Although amyotrophic lateral sclerosis (ALS) incidence has been stable among Western countries, population-ageing effect will probably increase the proportion of very-old ALS patients. We aim to study this population. METHODS A retrospective study was performed, including 1083 ALS patients followed longitudinally in our ALS unit from January 1995 to December 2017. The patients were divided in two groups, according to age at disease onset (</≥80 years). Demographic, clinical, and survival data were compared between groups. RESULTS Fifty out of 1083 (4.62%) patients were aged 80 or over. Mean onset age in this group was 82.9 ± 2.59 years and 28 (56%) were men. Contrasting with the younger group, bulbar-onset was remarkably the most common presentation form (54%, p < 0.001), but with no gender preference (p = 0.52) and so was significantly shorter disease duration before first visit (13.41 ± 9.42 versus 18.84 ± 21.66 months, p = 0.001). Survival after disease onset (31.87 ± 25.45 versus 45.61 ± 39.93 months, respectively for older and younger groups, p = 0.001) was significantly dependent on age of onset, disease duration and onset form in the younger group while it was only dependent on onset form in the older group. No significant differences were observed regarding cognitive dysfunction, ALS/FTD familial history, non-invasive ventilation (NIV) or riluzole prescription. CONCLUSIONS Very-old patients represent a minor but distinctive ALS group. A predominant bulbar presentation was disclosed and it could probably explain the shorter disease duration before first visit as well as survival. Older age was not an exclusion factor for good health care practices, in particular NIV and riluzole prescription.
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Affiliation(s)
- Miguel Oliveira Santos
- a Institute of Physiology Unit, Instituto de Medicina Molecular, Faculdade de Medicina, Universidade de Lisboa , Lisboa , Portugal.,b Department of Neurosciences and Mental Health , Hospital de Santa Maria, Centro Hospitalar Lisboa Norte , Lisbon , Portugal
| | - Marta Gromicho
- a Institute of Physiology Unit, Instituto de Medicina Molecular, Faculdade de Medicina, Universidade de Lisboa , Lisboa , Portugal
| | - Susana Pinto
- a Institute of Physiology Unit, Instituto de Medicina Molecular, Faculdade de Medicina, Universidade de Lisboa , Lisboa , Portugal
| | - Mamede de Carvalho
- a Institute of Physiology Unit, Instituto de Medicina Molecular, Faculdade de Medicina, Universidade de Lisboa , Lisboa , Portugal.,b Department of Neurosciences and Mental Health , Hospital de Santa Maria, Centro Hospitalar Lisboa Norte , Lisbon , Portugal
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12
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Age-specific ALS incidence: a dose-response meta-analysis. Eur J Epidemiol 2018; 33:621-634. [PMID: 29687175 DOI: 10.1007/s10654-018-0392-x] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2017] [Accepted: 04/02/2018] [Indexed: 12/12/2022]
Abstract
To evaluate the association between worldwide ALS incidence rates and age, using a dose-response meta-analysis. We reviewed Medline and Embase up to July 2016 and included all population-based studies of newly-diagnosed cases, using multiple sources for case ascertainment. A dose-response meta-analysis was performed. A meta-regression investigated potential sources of heterogeneity. Of 3254 articles identified in the literature, we included 41 incidence studies covering 42 geographical areas. Overall, the fit between observed and predicted age-specific rates was very good. The expected variation of ALS incidence with age was characterized, in each study, by a progressive increase in the incidence from the 40s leading to a peak in the 60s or 70s, followed by a sharp decrease. Cochran's Q test suggested a significant heterogeneity between studies. Overall, estimated patterns of ALS age-specific incidence (at which the peak was reached) were similar among subcontinents of Europe and North America: peak of ALS incidence ranged in these areas between 6.98 and 8.17/100,000 PYFU, which referred to age in the range 71.6-77.4 years. The relationship between age and ALS incidence appeared different for Eastern Asia which was characterized by a peak of ALS incidence at 2.20/100,000 PYFU around 75 years of age. This study confirms the consistency of the age-specific ALS incidence pattern within different subcontinents. Age-specific incidence appears lower in Eastern Asia as compared to Europe and North America.
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13
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Logroscino G, Marin B, Piccininni M, Arcuti S, Chiò A, Hardiman O, Rooney J, Zoccolella S, Couratier P, Preux PM, Beghi E. Referral bias in ALS epidemiological studies. PLoS One 2018; 13:e0195821. [PMID: 29659621 PMCID: PMC5901916 DOI: 10.1371/journal.pone.0195821] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2017] [Accepted: 03/31/2018] [Indexed: 02/06/2023] Open
Abstract
Background Despite concerns about the representativeness of patients from ALS tertiary centers as compared to the ALS general population, the extent of referral bias in clinical studies remains largely unknown. Using data from EURALS consortium we aimed to assess nature, extent and impact of referral bias. Methods Four European ALS population-based registries located in Ireland, Piedmont, Puglia, Italy, and Limousin, France, covering 50 million person-years, participated. Demographic and clinic characteristics of ALS patients diagnosed in tertiary referral centers were contrasted with the whole ALS populations enrolled in registries in the same geographical areas. Results Patients referred to ALS centers were younger (with difference ranging from 1.1 years to 2.4 years), less likely to present a bulbar onset, with a higher proportion of familial antecedents and a longer survival (ranging from 11% to 15%) when compared to the entire ALS population in the same geographic area. Conclusions A trend for referral bias is present in cohorts drawn from ALS referral centers. The magnitude of the possible referral bias in a particular tertiary center can be estimated through a comparison with ALS patients drawn from registry in the same geographic area. Studies based on clinical cohorts should be cautiously interpreted. The presence of a registry in the same area may improve the complete ascertainment in the referral center.
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Grants
- Health Research Programme Clinical Fellowship Programme
- Health Research Board Clinician Scientist Programme
- Novarits, Biogen Idec, Sanofi Aventis, Merck-Serono, Allergen, Ono Pharmaceuticals, Novartis, Cytokinetics, Sanofi Aventis
- Euro-MOTOR FP7/2007-2013
- Motor Neurone Disease Association, ALS Association, National Institute for Health Research, European Commission, Medical Research Council and Economic and Social Research Council, Italian Ministry of Health (Ricerca Finalizzata), University of Turin, and Fondazione Vialli e Mauro onlus.
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Affiliation(s)
- Giancarlo Logroscino
- Department of Basic Medical Sciences, Neuroscience and Sense Organs, University of Bari “Aldo Moro”, Bari, Italy
- Unit of Neurodegenerative Diseases, Department of Clinical Research in Neurology, University of Bari “Aldo Moro”, at “Pia Fondazione Cardinale G. Panico“, Tricase, Lecce, Italy
- * E-mail:
| | - Benoit Marin
- Department of Basic Medical Sciences, Neuroscience and Sense Organs, University of Bari “Aldo Moro”, Bari, Italy
- Unit of Neurodegenerative Diseases, Department of Clinical Research in Neurology, University of Bari “Aldo Moro”, at “Pia Fondazione Cardinale G. Panico“, Tricase, Lecce, Italy
- INSERM UMR1094, Tropical Neuroepidemiology, Limoges, France
- University of Limoges, School of Medicine, Institute of Neuroepidemiology and Tropical Neurology, CNRS FR 3503 GEIST, Limoges, France
- CHU Limoges, Centre d’Epidémiologie de Biostatistique et de Méthodologie de la Recherche, Limoges, France
- Laboratorio di Malattie Neurologiche, Dipartimento di Neuroscienze, IRCCS Istituto di Ricerche Farmacologiche Mario Negri, Milano, Italy
| | - Marco Piccininni
- Unit of Neurodegenerative Diseases, Department of Clinical Research in Neurology, University of Bari “Aldo Moro”, at “Pia Fondazione Cardinale G. Panico“, Tricase, Lecce, Italy
| | - Simona Arcuti
- Unit of Neurodegenerative Diseases, Department of Clinical Research in Neurology, University of Bari “Aldo Moro”, at “Pia Fondazione Cardinale G. Panico“, Tricase, Lecce, Italy
| | - Adriano Chiò
- ALS Center, Department of Neuroscience, University of Turin, Turin, Italy
- Neuroscience Institute of Turin (NIT), Turin, Italy
- Institute of Cognitive Sciences and Technologies, C.N.R., Rome, Italy
| | - Orla Hardiman
- Academic Unit of Neurology Trinity Biomedical Sciences Institute Trinity College Dublin, Dublin, Ireland
| | - James Rooney
- Academic Unit of Neurology Trinity Biomedical Sciences Institute Trinity College Dublin, Dublin, Ireland
| | - Stefano Zoccolella
- Department of Basic Medical Sciences, Neuroscience and Sense Organs, University of Bari “Aldo Moro”, Bari, Italy
| | - Philippe Couratier
- INSERM UMR1094, Tropical Neuroepidemiology, Limoges, France
- University of Limoges, School of Medicine, Institute of Neuroepidemiology and Tropical Neurology, CNRS FR 3503 GEIST, Limoges, France
- CHU Limoges, Service de Neurologie, Centre expert SLA, Limoges, France
| | - Pierre-Marie Preux
- Unit of Neurodegenerative Diseases, Department of Clinical Research in Neurology, University of Bari “Aldo Moro”, at “Pia Fondazione Cardinale G. Panico“, Tricase, Lecce, Italy
- INSERM UMR1094, Tropical Neuroepidemiology, Limoges, France
- University of Limoges, School of Medicine, Institute of Neuroepidemiology and Tropical Neurology, CNRS FR 3503 GEIST, Limoges, France
| | - Ettore Beghi
- Laboratorio di Malattie Neurologiche, Dipartimento di Neuroscienze, IRCCS Istituto di Ricerche Farmacologiche Mario Negri, Milano, Italy
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