The impact of feature extraction for the classification of amyotrophic lateral sclerosis among neurodegenerative diseases and healthy subjects

2017 ◽  
Vol 31 ◽  
pp. 288-294 ◽  
Author(s):  
Suleyman Bilgin
Keyword(s):  
Amyotrophic Lateral Sclerosis ◽  
Feature Extraction ◽  
Neurodegenerative Diseases ◽  
Healthy Subjects ◽  
The Impact ◽  
Lateral Sclerosis

scholarly journals Kynurenic Acid Levels are Increased in the CSF of Alzheimer’s Disease Patients

Biomolecules ◽  
2020 ◽  
Vol 10 (4) ◽  
pp. 571 ◽  
Author(s):  
Marta González-Sánchez ◽  
Javier Jiménez ◽  
Arantzazu Narváez ◽  
Desiree Antequera ◽  
Sara Llamas-Velasco ◽  
...  
Keyword(s):  
Neurodegenerative Diseases ◽  
Neurodegenerative Disorders ◽  
Healthy Subjects ◽  
Kynurenic Acid ◽  
Kynurenine Pathway ◽  
Healthy Controls ◽  
Specific Increase ◽  
Normal Controls ◽  
Lateral Sclerosis

Kynurenic acid (KYNA) is a product of the tryptophan (TRP) metabolism via the kynurenine pathway (KP). This pathway is activated in neurodegenerative disorders, such as Alzheimer´s disease (AD). KYNA is primarily produced by astrocytes and is considered neuroprotective. Thus, altered KYNA levels may suggest an inflammatory response. Very recently, significant increases in KYNA levels were reported in cerebrospinal fluid (CSF) from AD patients compared with normal controls. In this study, we assessed the accuracy of KYNA in CSF for the classification of patients with AD, cognitively healthy controls, and patients with a variety of other neurodegenerative diseases, including frontotemporal dementia (FTD), amyotrophic lateral sclerosis (ALS), and progressive supranuclear palsy (PSP). Averaged KYNA concentration in CSF was higher in patients with AD when compared with healthy subjects and with all the other differentially diagnosed groups. There were no significant differences in KYNA levels in CSF between any other neurodegenerative groups and controls. These results suggest a specific increase in KYNA concentration in CSF from AD patients not seen in other neurodegenerative diseases.

scholarly journals Subject-specific features of excitation/inhibition profiles in neurodegenerative diseases

2021 ◽  
Author(s):  
Anita Monteverdi ◽  
Fulvia Palesi ◽  
Alfredo Costa ◽  
Paolo Vitali ◽  
Anna Pichiecchio ◽  
...  
Keyword(s):  
Alzheimer’S Disease ◽  
Alzheimer's Disease ◽  
Amyotrophic Lateral Sclerosis ◽  
Functional Connectivity ◽  
Neurodegenerative Diseases ◽  
Frontotemporal Dementia ◽  
Neural Mass Model ◽  
Brain Dynamics ◽  
The Impact ◽  
Lateral Sclerosis

Brain pathologies are based on microscopic changes in neurons and synapses that reverberate into large scale networks altering brain dynamics and functional states. An important yet unresolved issue concerns the impact of patients excitation/inhibition profiles on neurodegenerative diseases including Alzheimer's disease, Frontotemporal Dementia and Amyotrophic Lateral Sclerosis. In this work we used a simulation platform, The Virtual Brain, to simulate brain dynamics in healthy controls and in Alzheimer's disease, Frontotemporal Dementia and Amyotrophic Lateral Sclerosis patients. The brain connectome and functional connectivity were extracted from 3T-MRI scans and The Virtual Brain nodes were represented by a Wong-Wang neural mass model endowing an explicit representation of the excitatory/inhibitory balance. The integration of cerebro-cerebellar loops improved the correlation between experimental and simulated functional connectivity, and hence The Virtual Brain predictive power, in all pathological conditions. The Virtual Brain biophysical parameters differed between clinical phenotypes, predicting higher global coupling and inhibition in Alzheimer's disease and stronger NMDA (N-methyl-D-aspartate) receptor-dependent excitation in Amyotrophic Lateral Sclerosis. These physio-pathological parameters allowed an advanced analysis of patients' state. In backward regressions, The Virtual Brain parameters significantly contributed to explain the variation of neuropsychological scores and, in discriminant analysis, the combination of The Virtual Brain parameters and neuropsychological scores significantly improved discriminative power between clinical conditions. Eventually, cluster analysis provided a unique description of the excitatory/inhibitory balance in individual patients. In aggregate, The Virtual Brain simulations reveal differences in the excitatory/inhibitory balance of individual patients that, combined with cognitive assessment, can promote the personalized diagnosis and therapy of neurodegenerative diseases.

scholarly journals Therapeutic Assay with the Non-toxic C-Terminal Fragment of Tetanus Toxin (TTC) in Transgenic Murine Models of Prion Disease

2021 ◽  
Author(s):  
Marina Betancor ◽  
Laura Moreno-Martínez ◽  
Óscar López-Pérez ◽  
Alicia Otero ◽  
Adelaida Hernaiz ◽  
...  
Keyword(s):  
Amyotrophic Lateral Sclerosis ◽  
Neurodegenerative Diseases ◽  
Prion Disease ◽  
Tetanus Toxin ◽  
Neuronal Survival ◽  
Prion Diseases ◽  
Cellular Prion Protein ◽  
Murine Models ◽  
Terminal Fragment ◽  
Lateral Sclerosis

AbstractThe non-toxic C-terminal fragment of the tetanus toxin (TTC) has been described as a neuroprotective molecule since it binds to Trk receptors and activates Trk-dependent signaling, activating neuronal survival pathways and inhibiting apoptosis. Previous in vivo studies have demonstrated the ability of this molecule to increase mice survival, inhibit apoptosis and regulate autophagy in murine models of neurodegenerative diseases such as amyotrophic lateral sclerosis and spinal muscular atrophy. Prion diseases are fatal neurodegenerative disorders in which the main pathogenic event is the conversion of the cellular prion protein (PrPC) into an abnormal and misfolded isoform known as PrPSc. These diseases share different pathological features with other neurodegenerative diseases, such as amyotrophic lateral sclerosis, Parkinson’s disease or Alzheimer’s disease. Hitherto, there are no effective therapies to treat prion diseases. Here, we present a pilot study to test the therapeutic potential of TTC to treat prion diseases. C57BL6 wild-type mice and the transgenic mice Tg338, which overexpress PrPC, were intracerebrally inoculated with scrapie prions and then subjected to a treatment consisting of repeated intramuscular injections of TTC. Our results indicate that TTC displays neuroprotective effects in the murine models of prion disease reducing apoptosis, regulating autophagy and therefore increasing neuronal survival, although TTC did not increase survival time in these models.

scholarly journals Proline/arginine dipeptide repeat polymers derail protein folding in amyotrophic lateral sclerosis

2021 ◽  
Vol 12 (1) ◽  
Author(s):  
Maria Babu ◽  
Filippo Favretto ◽  
Alain Ibáñez de Opakua ◽  
Marija Rankovic ◽  
Stefan Becker ◽  
...  
Keyword(s):  
Amyotrophic Lateral Sclerosis ◽  
Protein Folding ◽  
Neurodegenerative Diseases ◽  
Catalyst Activity ◽  
Coding Region ◽  
Prolyl Isomerase ◽  
X Ray Crystallography ◽  
Hexanucleotide Repeat ◽  
Lateral Sclerosis ◽  
Dipeptide Repeat

AbstractAmyotrophic lateral sclerosis and frontotemporal dementia are two neurodegenerative diseases with overlapping clinical features and the pathological hallmark of cytoplasmic deposits of misfolded proteins. The most frequent cause of familial forms of these diseases is a hexanucleotide repeat expansion in the non-coding region of the C9ORF72 gene that is translated into dipeptide repeat polymers. Here we show that proline/arginine repeat polymers derail protein folding by sequestering molecular chaperones. We demonstrate that proline/arginine repeat polymers inhibit the folding catalyst activity of PPIA, an abundant molecular chaperone and prolyl isomerase in the brain that is altered in amyotrophic lateral sclerosis. NMR spectroscopy reveals that proline/arginine repeat polymers bind to the active site of PPIA. X-ray crystallography determines the atomic structure of a proline/arginine repeat polymer in complex with the prolyl isomerase and defines the molecular basis for the specificity of disease-associated proline/arginine polymer interactions. The combined data establish a toxic mechanism that is specific for proline/arginine dipeptide repeat polymers and leads to derailed protein homeostasis in C9orf72-associated neurodegenerative diseases.

scholarly journals How Loan Bank of Assistive Technology Impacts on Life of Persons with Amyotrophic Lateral Sclerosis and Neuromuscular Diseases: A Collaborative Initiative

2021 ◽  
Vol 18 (2) ◽  
pp. 763
Author(s):  
Thais Pousada ◽  
Jessica Garabal-Barbeira ◽  
Cristina Martínez ◽  
Betania Groba ◽  
Laura Nieto-Riveiro ◽  
...  
Keyword(s):  
Amyotrophic Lateral Sclerosis ◽  
Assistive Technology ◽  
Positive Impact ◽  
Outcome Measurement ◽  
Neuromuscular Diseases ◽  
Three Dimensions ◽  
Assistive Device ◽  
Cross Sectional ◽  
The Impact ◽  
Lateral Sclerosis

(1) Background: The study is focused on the implementation of outcome measurement tools to assess the impact of an assistive device from a loan bank in the lives of people with Amyotrophic Lateral Sclerosis and Neuromuscular Diseases. The secondary purpose is to analyse the correct matching between the person and technology, derived from the counselling of an occupational therapist. (2) Methods: Cross-sectional study. The sample was formed by 28 people with rare neurodegenerative disorders. A specific questionnaire, the Psychosocial Impact of Assistive Device Scale (PIADS), and the Matching Person and Technology (MPT) tool were applied to collect the data. (3) Results: The dimension of the PIADS with the best score was competence, and the variations according to gender were not remarkable. The three dimensions of the PIADS (competence, adaptability, and self-esteem) were correlated positively between them and with the mean score of the MPT tool (p < 0.01). The type of assistive technology (AT), diagnosis, and correct match between person–technology are the main factors that condition a positive impact. (4) Conclusions: The results noted the importance of assessing the needs, demands, and contexts of people with rare neurodegenerative diseases to prescribe the best AT. Loan banks of AT have to be considered a valid service that complements their lack in public health services.

scholarly journals Glutathione S-transferase Omega 2 DD genotype is associated with an increased risk of sporadic amyotrophic lateral sclerosis in Chinese men

2021 ◽  
Vol 49 (7) ◽  
pp. 030006052110332
Author(s):  
Zhiliang Fan ◽  
Hong Jiang ◽  
Xueqin Song ◽  
Yansu Guo ◽  
Xinying Tian
Keyword(s):  
Amyotrophic Lateral Sclerosis ◽  
Healthy Subjects ◽  
Chinese Population ◽  
Sporadic Amyotrophic Lateral Sclerosis ◽  
Glutathione S Transferase ◽  
Genotype Frequencies ◽  
Sporadic Als ◽  
Increased Risk ◽  
Chi Squared ◽  
Lateral Sclerosis

Objective To investigate whether GSTA1, GSTO2, and GSTZ1 are relevant to an increased risk of amyotrophic lateral sclerosis (ALS) in a Chinese population. Methods In this study, 143 sporadic ALS (sALS) patients (83 men, 60 women) and 210 age- and sex-matched healthy subjects were enrolled. Blood samples were collected by venipuncture. Genomic DNA was isolated by polymerase chain reaction-restriction fragment length polymorphism (PCR-RFLP) according to the manufacturer’s instructions. The potential associations between ALS and GSTA1, GSTO2, and GSTZ1 polymorphisms were estimated using chi-squared analysis and unconditional logistic regression. Results The D allele and genotype frequencies of GSTO2 were increased in sALS patients compared with healthy subjects, indicating that the GSTO2 DD genotype was associated with an increased risk of sALS (odds ratio [OR] = 3.294, 95% confidence interval [CI] = 1.039–10.448). However, a significant association between the DD genotype and the risk of sALS was evident in men only (OR = 7.167, 95% CI = 1.381–37.202). Conclusion This study revealed that the D allele and genotype frequencies of GSTO2 were increased in sALS patients. The GSTO2 DD genotype was associated with an increased risk of sALS in men in a Chinese population.

scholarly journals Paraoxonase Role in Human Neurodegenerative Diseases

Antioxidants ◽  
2020 ◽  
Vol 10 (1) ◽  
pp. 11
Author(s):  
Cadiele Oliana Reichert ◽  
Debora Levy ◽  
Sergio P. Bydlowski
Keyword(s):  
Oxidative Stress ◽  
Multiple Sclerosis ◽  
Amyotrophic Lateral Sclerosis ◽  
Neurodegenerative Diseases ◽  
High Density Lipoprotein ◽  
Density Lipoprotein ◽  
Structural Homology ◽  
Redox Systems ◽  
Genetic Cluster ◽  
Lateral Sclerosis

The human body has biological redox systems capable of preventing or mitigating the damage caused by increased oxidative stress throughout life. One of them are the paraoxonase (PON) enzymes. The PONs genetic cluster is made up of three members (PON1, PON2, PON3) that share a structural homology, located adjacent to chromosome seven. The most studied enzyme is PON1, which is associated with high density lipoprotein (HDL), having paraoxonase, arylesterase and lactonase activities. Due to these characteristics, the enzyme PON1 has been associated with the development of neurodegenerative diseases. Here we update the knowledge about the association of PON enzymes and their polymorphisms and the development of multiple sclerosis (MS), amyotrophic lateral sclerosis (ALS), Alzheimer’s disease (AD) and Parkinson’s disease (PD).

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