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Jiang Z, Gu XJ, Su WM, Duan QQ, Yin KF, Ren YL, Wang Y, Cao B, Chen YP. Discovery and Exploration of Lipid-Modifying Drug Targets for ALS by Mendelian Randomization. Mol Neurobiol 2024; 61:6572-6583. [PMID: 38324182 DOI: 10.1007/s12035-024-04007-9] [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: 10/08/2023] [Accepted: 01/30/2024] [Indexed: 02/08/2024]
Abstract
Observational studies have faced challenges in identifying replicable causes for amyotrophic lateral sclerosis (ALS). To address this, we employed an unbiased and data-driven approach to discover and explore potential causal exposures using two-sample Mendelian randomization (MR) analyses. In the phenotype discovery stage, we assessed 3948 environmental exposures from the UK Biobank and utilized ALS summary statistics (Europeans, 20,806 cases, 59,804 controls) as the outcome within a phenome-wide MR pipeline. Through a range of sensitivity analyses, two medication traits were identified to be protective for ALS. In the target exploration stage, we further conducted drug target MR analyses using the latest and trans-ethnic summary data on lipid-related traits and ALS (Europeans, 27,205 cases, 110,881 controls; East Asians, 1234 cases, 2850 controls). Our aim was to explore potential causal drug targets through six lipid-modifying effects. These comprehensive analyses revealed significant findings. Specifically, "cholesterol-lowering medication" and "atorvastatin" survived predefined criteria in the phenotype discovery stage and exhibited a protective effect on ALS. Further in the target exploration stage, we demonstrated that the therapeutic effect of APOB through LDL-lowering was associated with reduced ALS liability in Europeans (OR = 0.835, P = 5.61E - 5). Additionally, the therapeutic effect of APOA1 and LDLR through TC-lowering was associated with reduced ALS liability in East Asians (APOA1, OR = 0.859, P = 5.38E - 4; LDLR, OR = 0.910, P = 2.73E - 5). Overall, we propose potential protective effects of cholesterol-lowering drugs or statins on ALS risk from thousands of exposures. Our research also suggests APOB, APOA1, and LDLR as novel therapeutic targets for ALS and supports their potential protective mechanisms may be mediated by LDL-lowering or TC-lowering effects.
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Affiliation(s)
- Zheng Jiang
- Department of Neurology, Centre for Rare Diseases, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China
| | - Xiao-Jing Gu
- Mental Health Center, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China
| | - Wei-Ming Su
- Department of Neurology, Centre for Rare Diseases, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China
| | - Qing-Qing Duan
- Department of Neurology, Centre for Rare Diseases, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China
| | - Kang-Fu Yin
- Department of Neurology, Centre for Rare Diseases, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China
| | - Yan-Lin Ren
- Department of Pathophysiology, West China College of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, 610041, Sichuan, China
| | - Yi Wang
- Department of Pathophysiology, West China College of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, 610041, Sichuan, China
| | - Bei Cao
- Department of Neurology, Centre for Rare Diseases, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China
| | - Yong-Ping Chen
- Department of Neurology, Centre for Rare Diseases, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China.
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Xia K, Witzel S, Witzel C, Klose V, Fan D, Ludolph AC, Dorst J. Mutation-specific metabolic profiles in presymptomatic amyotrophic lateral sclerosis. Eur J Neurol 2023; 30:87-95. [PMID: 36169607 DOI: 10.1111/ene.15584] [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: 06/15/2022] [Revised: 09/10/2022] [Accepted: 09/25/2022] [Indexed: 11/28/2022]
Abstract
BACKGROUND AND PURPOSE Growing evidence shows that ALS patients feature a disturbed energy metabolism. However, these features have rarely been investigated in the presymptomatic stage. METHODS A total of 60 presymptomatic ALS mutation carriers and 70 age- and gender-matched controls (non-mutation carriers from the same families) were recruited. All subjects underwent assessments of their metabolic profiles under fasting conditions at enrollment, including body mass index (BMI), blood pressure and serum levels of blood glucose, total cholesterol, triglycerides, high-density lipoprotein (HDL) and low-density lipoprotein. RESULTS All mutations combined, no differences between presymptomatic ALS gene carriers and controls were found. From a cardiovascular point of view, presymptomatic chromosome 9 open reading frame 72 (C9ORF72) gene carriers showed lower cardiovascular risk profiles compared to healthy controls, including lower BMI (median 22.9, interquartile range [IQR] 20.6-26.1 kg/m2 vs. 24.9, IQR 22.7-30.5 kg/m2 ; p = 0.007), lower systolic blood pressure (120, IQR 110-130 mmHg vs. 128, IQR 120-140 mmHg; p = 0.02), lower fasting serum glucose (89.0, IQR 85.0-97.0 mg/dl vs. 96.0, IQR 89.3-102.0 mg/dl; p = 0.005) and higher HDL (1.6, IQR 1.3-1.8 mmol/l vs. 1.2, IQR 1.0-1.4 mmol/l; p = 0.04). However, presymptomatic superoxide dismutase 1 (SOD1) gene mutation carriers showed higher cardiovascular risk profiles compared to healthy controls, including higher BMI (28.0, IQR 26.1-31.5 kg/m2 vs. 24.9, IQR 22.7-30.5 kg/m2 ; p = 0.02), higher fasting serum glucose (100.0, IQR 94.0-117.0 mg/dl vs. 96.0, IQR 89.3-102.0 mg/dl; p = 0.04) and lower HDL (1.2, IQR 1.0-1.4 mmol/l vs. 1.4, IQR 1.2-1.7 mmol/l; p = 0.01). These features were most prominent in patients carrying SOD1 gene mutations associated with slow disease progression. CONCLUSIONS This study identified distinct metabolic profiles in presymptomatic ALS gene carriers, which might be associated with disease progression in the symptomatic phase.
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Affiliation(s)
- Kailin Xia
- Department of Neurology, Peking University Third Hospital, Beijing, China.,Beijing Key Laboratory of Biomarker and Translational Research in Neurodegenerative Diseases, Beijing, China.,Key Laboratory for Neuroscience, National Health Commission/Ministry of Education, Peking University, Beijing, China.,Department of Neurology, Ulm University, Ulm, Germany
| | - Simon Witzel
- Department of Neurology, Ulm University, Ulm, Germany
| | | | - Veronika Klose
- German Center for Neurodegenerative Diseases (DZNE), Ulm, Germany
| | - Dongsheng Fan
- Department of Neurology, Peking University Third Hospital, Beijing, China.,Beijing Key Laboratory of Biomarker and Translational Research in Neurodegenerative Diseases, Beijing, China.,Key Laboratory for Neuroscience, National Health Commission/Ministry of Education, Peking University, Beijing, China
| | - Albert C Ludolph
- Department of Neurology, Ulm University, Ulm, Germany.,German Center for Neurodegenerative Diseases (DZNE), Ulm, Germany
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Clinical and electrophysiological characteristics of respiratory onset amyotrophic lateral sclerosis: a single-centre study. Acta Neurol Belg 2022; 123:391-397. [PMID: 35355229 DOI: 10.1007/s13760-022-01936-x] [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: 09/03/2021] [Accepted: 03/17/2022] [Indexed: 11/01/2022]
Abstract
BACKGROUND We compared the clinical characteristics of patients with respiratory, bulbar and limb onset amyotrophic lateral sclerosis (ALS) who visited a single tertiary centre for 8 years. METHODS Total of 115 ALS patients with respiratory, bulbar and limb onset ALS, including sex, body mass index (BMI), presence of lung disease, age at diagnosis, disease duration after initial symptoms, ALS Functional Rating Scale (ALSFRS-R) and progression rate (Delta-FS), pulmonary function, amplitude and distal latency (DL) of the phrenic nerves and blood creatine kinase (CK) and uric acid levels were collected. RESULTS The prevalence of respiratory, bulbar and limb onset ALS were 5.2%, 28.7% and 66.1%, respectively. The mean age at diagnosis and ALSFRS-R were 67.8 ± 5.5, 63.8 ± 10.1 and 59.2 ± 11.7 in the descending order. The mean amplitude (0.18 ± 0.10 mV) and DL (9.5 ± 1.7 ms) of the phrenic nerves were significantly decreased and prolonged in respiratory onset ALS compared with other types of ALS patients. Patients with respiratory onset ALS had normal creatine kinase (CK) levels, whereas patients with other types of ALS had increased CK levels. CONCLUSIONS Although rare, respiratory onset ALS may occur and should be considered during the initial differential diagnosis. In this study, patients with respiratory onset ALS were characterised by male predominance, with a higher baseline ALSFRS-R, lower BMI and phrenic nerve study well discriminated respiratory onset ALS from bulbar or limb onset ALS patients.
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Popa-Wagner A, Dumitrascu DI, Capitanescu B, Petcu EB, Surugiu R, Fang WH, Dumbrava DA. Dietary habits, lifestyle factors and neurodegenerative diseases. Neural Regen Res 2020; 15:394-400. [PMID: 31571647 PMCID: PMC6921346 DOI: 10.4103/1673-5374.266045] [Citation(s) in RCA: 106] [Impact Index Per Article: 21.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Accepted: 06/20/2019] [Indexed: 12/12/2022] Open
Abstract
Worldwide stroke is increasing in parallel with modernization, changes in lifestyle, and the growing elderly population. Our review is focused on the link between diet, as part of 'modern lifestyle', and health in the context of genetic predisposition of individuals to 'unhealthy' metabolic pathway activity. It is concluded that lifestyle including high sugar diets, alcohol and tobacco addiction or high fat diets as well as ageing, brain injury, oxidative stress and neuroinflammation, negatively influence the onset, severity and duration of neurodegenerative diseases. Fortunately, there are several healthy dietary components such as polyunsaturated fatty acids and the anti-oxidants curcumin, resveratrol, blueberry polyphenols, sulphoraphane, salvionic acid as well as caloric restriction and physical activity, which may counteract ageing and associated neurodegenerative diseases via increased autophagy or increased neurogenesis in the adult brain.
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Affiliation(s)
- Aurel Popa-Wagner
- Griffith University School of Medicine, Gold Coast Campus, QLD, Australia
| | | | - Bogdan Capitanescu
- Department of Human Anatomy, Faculty of Medicine, University of Medicine and Pharmacy, Craiova, Romania
| | - Eugen Bogdan Petcu
- Griffith University School of Medicine, Gold Coast Campus, QLD, Australia
| | - Roxana Surugiu
- Center of Clinical and Experimental Medicine, University of Medicine and Pharmacy, Craiova, Romania
| | - Wen-Hui Fang
- School of Healthcare Science, Faculty of Science and Engineering, Manchester Metropolitan University, Manchester, UK
| | - Danut-Adrian Dumbrava
- Center of Clinical and Experimental Medicine, University of Medicine and Pharmacy, Craiova, Romania
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Bandres-Ciga S, Noyce AJ, Hemani G, Nicolas A, Calvo A, Mora G, Tienari PJ, Stone DJ, Nalls MA, Singleton AB, Chiò A, Traynor BJ. Shared polygenic risk and causal inferences in amyotrophic lateral sclerosis. Ann Neurol 2019; 85:470-481. [PMID: 30723964 PMCID: PMC6450729 DOI: 10.1002/ana.25431] [Citation(s) in RCA: 109] [Impact Index Per Article: 18.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2018] [Revised: 02/01/2019] [Accepted: 02/01/2019] [Indexed: 12/13/2022]
Abstract
OBJECTIVE To identify shared polygenic risk and causal associations in amyotrophic lateral sclerosis (ALS). METHODS Linkage disequilibrium score regression and Mendelian randomization were applied in a large-scale, data-driven manner to explore genetic correlations and causal relationships between >700 phenotypic traits and ALS. Exposures consisted of publicly available genome-wide association studies (GWASes) summary statistics from MR Base and LD-hub. The outcome data came from the recently published ALS GWAS involving 20,806 cases and 59,804 controls. Multivariate analyses, genetic risk profiling, and Bayesian colocalization analyses were also performed. RESULTS We have shown, by linkage disequilibrium score regression, that ALS shares polygenic risk genetic factors with a number of traits and conditions, including positive correlations with smoking status and moderate levels of physical activity, and negative correlations with higher cognitive performance, higher educational attainment, and light levels of physical activity. Using Mendelian randomization, we found evidence that hyperlipidemia is a causal risk factor for ALS and localized putative functional signals within loci of interest. INTERPRETATION Here, we have developed a public resource (https://lng-nia.shinyapps.io/mrshiny) which we hope will become a valuable tool for the ALS community, and that will be expanded and updated as new data become available. Shared polygenic risk exists between ALS and educational attainment, physical activity, smoking, and tenseness/restlessness. We also found evidence that elevated low-desnity lipoprotein cholesterol is a causal risk factor for ALS. Future randomized controlled trials should be considered as a proof of causality. Ann Neurol 2019;85:470-481.
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Affiliation(s)
- Sara Bandres-Ciga
- Molecular Genetics Section, Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, MD.,Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA), Granada, Spain
| | - Alastair J Noyce
- Preventive Neurology Unit, Wolfson Institute of Preventive Medicine, Queen Mary University of London, London, United Kingdom.,Department of Clinical and Movement Neurosciences, University College London, Institute of Neurology, London, United Kingdom
| | - Gibran Hemani
- MRC Integrative Epidemiology Unit, University of Bristol, Bristol, United Kingdom
| | - Aude Nicolas
- Neuromuscular Diseases Research Section, Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, MD
| | - Andrea Calvo
- 'Rita Levi Montalcini' Department of Neuroscience, University of Turin, Turin, Italy
| | - Gabriele Mora
- ALS Center, Istituti Clinici Scientifici Maugeri, IRCCS, Milan, Italy
| | | | | | - Pentti J Tienari
- Department of Neurology, Helsinki University Hospital and Molecular Neurology Programme, Biomedicum, University of Helsinki, Helsinki, Finland
| | - David J Stone
- Genetics and Pharmacogenomics, Merck Research Laboratories, Merck & Co., Inc., West Point, PA
| | - Mike A Nalls
- Molecular Genetics Section, Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, MD.,Data Tecnica International, Glen Echo, MD
| | - Andrew B Singleton
- Molecular Genetics Section, Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, MD
| | - 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 Città della Salute e della Scienza, Turin, Italy
| | - Bryan J Traynor
- Neuromuscular Diseases Research Section, Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, MD.,Department of Neurology, Johns Hopkins University, Baltimore, MD
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Dardiotis E, Siokas V, Sokratous M, Tsouris Z, Aloizou AM, Florou D, Dastamani M, Mentis AFA, Brotis AG. Body mass index and survival from amyotrophic lateral sclerosis: A meta-analysis. Neurol Clin Pract 2018; 8:437-444. [PMID: 30564498 DOI: 10.1212/cpj.0000000000000521] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2018] [Accepted: 06/25/2018] [Indexed: 12/12/2022]
Abstract
Background Several studies have examined the relationship between body mass index (BMI) and survival from amyotrophic lateral sclerosis (ALS). Many indicate that low BMI at diagnosis or during follow-up may be associated with accelerated progression and shortened survival. This study systematically evaluated the relationship between BMI and survival in patients with ALS. Methods The PubMed database was searched to identify all available studies reporting time-to-event data. Eight studies with 6,098 patients fulfilled the eligibility criteria. BMI was considered a continuous and ordered variable. Interstudy heterogeneity was assessed by the Cochran Q test and quantified by the I2 metric. Fixed- or random-effects odds ratios summarized pooled effects after taking interstudy variability into account. Significance was set at p < 0.05. Results The ALS survival hazard ratio (HR) decreased approximately by 3% (95% confidence interval [CI]: 2%-5%) for each additional BMI unit when BMI was considered a continuous variable. When BMI was considered a categorical variable, the HRs for "normal" BMI vs "overweight" BMI and "obese" BMI were estimated to be as high as 0.91 (95% CI: 0.79-1.04) and 0.78 (95% CI: 0.60-1.01), respectively. The HR for the comparison of the "normal" BMI vs "underweight" BMI was estimated to be as high as 1.94 (95% CI: 1.42-2.65). Conclusions BMI is significantly and inversely associated with ALS survival.
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Affiliation(s)
- Efthimios Dardiotis
- Department of Neurology (ED, VS, MS, ZT, A-MA, DF, MD), Laboratory of Neurogenetics, University of Thessaly, University Hospital of Larissa, Greece; Department of Microbiology (A-FAM), University of Thessaly, University Hospital of Larissa, Larissa, Greece; Public Health Laboratories (A-FAM), Hellenic Pasteur Institute, Athens, Greece; and Department of Neurosurgery (AGB), University of Thessaly, University Hospital of Larissa, Larissa, Greece
| | - Vasileios Siokas
- Department of Neurology (ED, VS, MS, ZT, A-MA, DF, MD), Laboratory of Neurogenetics, University of Thessaly, University Hospital of Larissa, Greece; Department of Microbiology (A-FAM), University of Thessaly, University Hospital of Larissa, Larissa, Greece; Public Health Laboratories (A-FAM), Hellenic Pasteur Institute, Athens, Greece; and Department of Neurosurgery (AGB), University of Thessaly, University Hospital of Larissa, Larissa, Greece
| | - Maria Sokratous
- Department of Neurology (ED, VS, MS, ZT, A-MA, DF, MD), Laboratory of Neurogenetics, University of Thessaly, University Hospital of Larissa, Greece; Department of Microbiology (A-FAM), University of Thessaly, University Hospital of Larissa, Larissa, Greece; Public Health Laboratories (A-FAM), Hellenic Pasteur Institute, Athens, Greece; and Department of Neurosurgery (AGB), University of Thessaly, University Hospital of Larissa, Larissa, Greece
| | - Zisis Tsouris
- Department of Neurology (ED, VS, MS, ZT, A-MA, DF, MD), Laboratory of Neurogenetics, University of Thessaly, University Hospital of Larissa, Greece; Department of Microbiology (A-FAM), University of Thessaly, University Hospital of Larissa, Larissa, Greece; Public Health Laboratories (A-FAM), Hellenic Pasteur Institute, Athens, Greece; and Department of Neurosurgery (AGB), University of Thessaly, University Hospital of Larissa, Larissa, Greece
| | - Athina-Maria Aloizou
- Department of Neurology (ED, VS, MS, ZT, A-MA, DF, MD), Laboratory of Neurogenetics, University of Thessaly, University Hospital of Larissa, Greece; Department of Microbiology (A-FAM), University of Thessaly, University Hospital of Larissa, Larissa, Greece; Public Health Laboratories (A-FAM), Hellenic Pasteur Institute, Athens, Greece; and Department of Neurosurgery (AGB), University of Thessaly, University Hospital of Larissa, Larissa, Greece
| | - Desponia Florou
- Department of Neurology (ED, VS, MS, ZT, A-MA, DF, MD), Laboratory of Neurogenetics, University of Thessaly, University Hospital of Larissa, Greece; Department of Microbiology (A-FAM), University of Thessaly, University Hospital of Larissa, Larissa, Greece; Public Health Laboratories (A-FAM), Hellenic Pasteur Institute, Athens, Greece; and Department of Neurosurgery (AGB), University of Thessaly, University Hospital of Larissa, Larissa, Greece
| | - Metaxia Dastamani
- Department of Neurology (ED, VS, MS, ZT, A-MA, DF, MD), Laboratory of Neurogenetics, University of Thessaly, University Hospital of Larissa, Greece; Department of Microbiology (A-FAM), University of Thessaly, University Hospital of Larissa, Larissa, Greece; Public Health Laboratories (A-FAM), Hellenic Pasteur Institute, Athens, Greece; and Department of Neurosurgery (AGB), University of Thessaly, University Hospital of Larissa, Larissa, Greece
| | - Alexios-Fotios A Mentis
- Department of Neurology (ED, VS, MS, ZT, A-MA, DF, MD), Laboratory of Neurogenetics, University of Thessaly, University Hospital of Larissa, Greece; Department of Microbiology (A-FAM), University of Thessaly, University Hospital of Larissa, Larissa, Greece; Public Health Laboratories (A-FAM), Hellenic Pasteur Institute, Athens, Greece; and Department of Neurosurgery (AGB), University of Thessaly, University Hospital of Larissa, Larissa, Greece
| | - Alexandros G Brotis
- Department of Neurology (ED, VS, MS, ZT, A-MA, DF, MD), Laboratory of Neurogenetics, University of Thessaly, University Hospital of Larissa, Greece; Department of Microbiology (A-FAM), University of Thessaly, University Hospital of Larissa, Larissa, Greece; Public Health Laboratories (A-FAM), Hellenic Pasteur Institute, Athens, Greece; and Department of Neurosurgery (AGB), University of Thessaly, University Hospital of Larissa, Larissa, Greece
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