Your browser doesn't support javascript.
loading
Show: 20 | 50 | 100
Results 1 - 20 de 39
Filter
Add more filters

Country/Region as subject
Publication year range
1.
Eur J Neurol ; 30(12): 3828-3833, 2023 12.
Article in English | MEDLINE | ID: mdl-37578187

ABSTRACT

BACKGROUND AND PURPOSE: Dominantly inherited GAA repeat expansions in the fibroblast growth factor 14 (FGF14) gene have recently been shown to cause spinocerebellar ataxia 27B (SCA27B). We aimed to study the frequency and phenotype of SCA27B in a cohort of patients with unsolved late-onset cerebellar ataxia (LOCA). We also assessed the frequency of SCA27B relative to other genetically defined LOCAs. METHODS: We recruited a consecutive series of 107 patients with LOCA, of whom 64 remained genetically undiagnosed. We screened these 64 patients for the FGF14 GAA repeat expansion. We next analysed the frequency of SCA27B relative to other genetically defined forms of LOCA in the cohort of 107 patients. RESULTS: Eighteen of 64 patients (28%) carried an FGF14 (GAA)≥250 expansion. The median (range) age at onset was 62.5 (39-72) years. The most common clinical features included gait ataxia (100%) and mild cerebellar dysarthria (67%). In addition, episodic symptoms and downbeat nystagmus were present in 39% (7/18) and 37% (6/16) of patients, respectively. SCA27B was the most common cause of LOCA in our cohort (17%, 18/107). Among patients with genetically defined LOCA, SCA27B was the main cause of pure ataxia, RFC1-related disease of ataxia with neuropathy, and SPG7 of ataxia with spasticity. CONCLUSION: We showed that SCA27B is the most common cause of LOCA in our cohort. Our results support the use of FGF14 GAA repeat expansion screening as a first-tier genetic test in patients with LOCA.


Subject(s)
Cerebellar Ataxia , Spinocerebellar Ataxias , Humans , Middle Aged , Aged , Cerebellar Ataxia/genetics , Ataxia/genetics , Spinocerebellar Ataxias/genetics , Cerebellum , Phenotype
2.
Nitric Oxide ; 129: 8-15, 2022 12 01.
Article in English | MEDLINE | ID: mdl-36067953

ABSTRACT

BACKGROUND AND PURPOSE: This study examined whether the 786 NOS3 polymorphism is associated with the risk of hemorrhagic transformation (HT) in stroke patients with anterior large vessel occlusion (ALVO) treated using endovascular thrombectomy (EVT). METHODS: We performed an observational cohort study that included 118 patients with ALVO who underwent EVT. HT was assessed in follow-up CT and MRI. HT and non-HT patients were compared in terms of the 786 NOS3 polymorphism, flow mediated dilation (FMD) values within 3 days after the stroke, and collateral status based on three grading scales. Demographics, vascular risk factors, additional radiological data including ASPECT score, thrombus length and infarct size, and EVT procedure and outcome variables were also included. RESULTS: Radiological HT occurred in 55 (46.6%) patients and the 786T/T NOS3 polymorphism was associated with HT (unadjusted OR of 2.33, 95%CI: 1.05-5.20, adjusted OR of 3.14, 95%CI: 1.16-8.54). Collateral status and systemic endothelial function assessed by FMD were not mediators of this relationship as no differences were seen in the median FMD percentage values or collateral status between NOS3 genotypes. CONCLUSIONS: Our results suggest that genetic variations affecting the NO pathway, such as the 786 NOS3 polymorphism, may contribute to individual variability in the occurrence of HT and these results support involvement of this pathway in the pathogenesis of ischemia-reperfusion injury after EVT.


Subject(s)
Brain Ischemia , Stroke , Humans , Brain Ischemia/etiology , Treatment Outcome , Thrombectomy/adverse effects , Thrombectomy/methods , Stroke/etiology , Nitric Oxide Synthase , Retrospective Studies
3.
Mov Disord ; 33(11): 1809-1813, 2018 11.
Article in English | MEDLINE | ID: mdl-30423201

ABSTRACT

BACKGROUND: There is a need for biomarkers of dementia in PD. OBJECTIVES: To determine if the levels of the main CSF proteins and their ratios are associated with deterioration in cognition and progression to dementia in the short to mid term. METHODS: The Parkinson's Progression Markers Initiative database was used as an exploratory cohort, and a center-based cohort was used as a replication cohort. Amyloid ß1-42, total tau, threonine-181 phosphorylated tau, and α-synuclein in the CSF and the ratios of these proteins were assessed. RESULTS: In the Parkinson's Progression Markers Initiative cohort (n = 281), the total tau/amyloid ß1-42, total tau/α-synuclein, total tau/amyloid ß1-42+α-synuclein, and amyloid ß1-42/total tau ratios were associated with a risk of progression to dementia over a 3-year follow-up. In the replication cohort (n = 40), the total tau/α-synuclein and total tau/amyloid ß1-42+α-synuclein ratios were associated with progression to dementia over a 41-month follow-up. CONCLUSION: Ratios of the main proteins found in PD patient brain inclusions that can be measured in the CSF appear to have value as short- to mid-term predictors of dementia. © 2018 International Parkinson and Movement Disorder Society.


Subject(s)
Amyloid beta-Peptides/cerebrospinal fluid , Cognition Disorders/cerebrospinal fluid , Cognition Disorders/etiology , Parkinson Disease/complications , Peptide Fragments/cerebrospinal fluid , alpha-Synuclein/cerebrospinal fluid , tau Proteins/cerebrospinal fluid , Aged , Cohort Studies , Female , Humans , Male , Middle Aged , Neuropsychological Tests , ROC Curve , Severity of Illness Index
4.
Entropy (Basel) ; 20(7)2018 Jul 16.
Article in English | MEDLINE | ID: mdl-33265620

ABSTRACT

Among neural disorders related to movement, essential tremor has the highest prevalence; in fact, it is twenty times more common than Parkinson's disease. The drawing of the Archimedes' spiral is the gold standard test to distinguish between both pathologies. The aim of this paper is to select non-linear biomarkers based on the analysis of digital drawings. It belongs to a larger cross study for early diagnosis of essential tremor that also includes genetic information. The proposed automatic analysis system consists in a hybrid solution: Machine Learning paradigms and automatic selection of features based on statistical tests using medical criteria. Moreover, the selected biomarkers comprise not only commonly used linear features (static and dynamic), but also other non-linear ones: Shannon entropy and Fractal Dimension. The results are hopeful, and the developed tool can easily be adapted to users; and taking into account social and economic points of view, it could be very helpful in real complex environments.

5.
Hum Mol Genet ; 24(24): 7111-20, 2015 Dec 15.
Article in English | MEDLINE | ID: mdl-26427606

ABSTRACT

Essential tremor (ET) is the most prevalent movement disorder, affecting millions of people in the USA. Although a positive family history is one of the most important risk factors for ET, the genetic causes of ET remain unknown. In an attempt to identify genetic causes for ET, we performed whole-exome sequencing analyses in a large Spanish family with ET, in which two patients also developed epilepsy. To further assess pathogenicity, site-directed mutagenesis, mouse and human brain expression analyses, and patch clamp techniques were performed. A disease-segregating mutation (p.Gly1537Ser) in the SCN4A gene was identified. Posterior functional analyses demonstrated that more rapid kinetics at near-threshold potentials altered ion selectivity and facilitated the conductance of both potassium and ammonium ions, which could contribute to tremor and increase susceptibility to epilepsy, respectively. In this report, for the first time, we associated the genetic variability of SCN4A with the development of essential tremor, which adds ET to the growing list of neurological channelopathies.


Subject(s)
Epilepsy/genetics , Essential Tremor/genetics , Genome, Human , Mutation , NAV1.4 Voltage-Gated Sodium Channel/genetics , Aged , Aged, 80 and over , Animals , Female , Humans , Male , Mice , Middle Aged , Sequence Analysis, DNA
6.
Mov Disord ; 32(7): 1066-1073, 2017 Jul.
Article in English | MEDLINE | ID: mdl-28548309

ABSTRACT

BACKGROUND: No CSF or plasma biomarker has been validated for diagnosis or progression of PD. OBJECTIVES: To assess whether the CSF and plasma levels of proteins associated with PD neuropathological inclusions and with neuroinflammation might have value in the diagnosis of PD or in relation to disease severity. METHODS: CSF levels of α-synuclein, amyloid-ß1-42, total tau, and threonine-181 phosphorylated tau, as well as CSF and plasma levels of cytokines (interleukin-1ß, interleukin-2, interleukin, interferon-γ, and tumor necrosis factor α) were studied in 40 PD patients and 40 healthy controls. Plasma levels of cytokines were measured in 51 patients and 26 aditional controls. We also explored the Parkinson's Progression Markers Initiative data set as a replication cohort. RESULTS: CSF levels of α-synuclein, amyloid-ß1-42, and tumor necrosis factor α were lower in patients than in controls, and the total tau/α-synuclein, phosphorylated tau/α-synuclein, total tau/amyloid-ß1-42+α-synuclein, and phosphorylated tau/amyloid-ß1-42+α-synuclein ratios were higher in patients. The best area under the curve value was obtained for the phosphorylated tau/α-synuclein ratio alone (0.86) and also when this was combined with tumor necrosis factor α in CSF (0.91; sensitivity 92.9%, specificity 75% for a cut-off value of ≤ 0.71). Phosphorylated tau/α-synuclein and phosphorylated tau/amyloid-ß1-42+α-synuclein were higher in patients than in controls of the Parkinson's Progression Markers Initiative database. Plasma cytokines did not differ between groups, although interleukin-6 levels were positively correlated with UPDRS-I, -II, and -III scores. CONCLUSIONS: The CSF phosphorylated tau/α-synuclein ratio alone, and in combination with tumor necrosis factor α and plasma interleukin-6 levels, might serve as biomarkers to diagnose PD and monitor its severity. © 2017 International Parkinson and Movement Disorder Society.


Subject(s)
Amyloid beta-Peptides/cerebrospinal fluid , Interleukin-6/blood , Parkinson Disease/blood , Parkinson Disease/cerebrospinal fluid , Peptide Fragments/cerebrospinal fluid , Severity of Illness Index , Tumor Necrosis Factor-alpha/cerebrospinal fluid , alpha-Synuclein/cerebrospinal fluid , tau Proteins/cerebrospinal fluid , Aged , Biomarkers/blood , Biomarkers/cerebrospinal fluid , Disease Progression , Female , Humans , Interferon-gamma/blood , Interferon-gamma/cerebrospinal fluid , Interleukin-1beta/blood , Interleukin-1beta/cerebrospinal fluid , Interleukin-2/blood , Interleukin-2/cerebrospinal fluid , Interleukin-6/cerebrospinal fluid , Male , Middle Aged , Parkinson Disease/physiopathology , Tumor Necrosis Factor-alpha/blood
7.
BMC Geriatr ; 17(1): 42, 2017 01 31.
Article in English | MEDLINE | ID: mdl-28143509

ABSTRACT

BACKGROUND: Sense of Coherence (SOC) is defined as a tendency to perceive life experiences as comprehensible, manageable and meaningful. The construct is split in three major domains: Comprehensibility, Manageability, and Meaningfulness. SOC has been associated with successful coping strategies in the face of illness and traumatic events and is a predictor of self-reported and objective health in a variety of contexts. In the present study we aim to evaluate the association of SOC with disability and dependence in Spanish elders. METHODS: A total of 377 participants aged 75 years or over from nine locations across Spain participated in the study (Mean age: 80.9 years; 65.3% women). SOC levels were considered independent variables in two ordinal logistic models on disability and dependence, respectively. Disability was established with the World health Organization-Disability Assessment Schedule 2.0 (36-item version), while dependence was measured with the Extended Katz Index on personal and instrumental activities of daily living. The models included personal (sex, age, social contacts, availability of an intimate confidant), environmental (municipality size, access to social resources) and health-related covariates (morbidity). RESULTS: High Meaningfulness was a strong protective factor against both disability (Odds Ratio [OR] = 0.50; 95% Confidence Interval [CI] = 0.29-0.87) and dependence (OR = 0.33; 95% CI = 0.19-0.58) while moderate and high Comprehensibility was protective for disability (OR = 0.40; 95% CI = 0.22-0.70 and OR = 0.39; 95%CI = 0.21-0.74), but not for dependence. Easy access to social and health resources was also highly protective against both disability and dependence. CONCLUSIONS: Our results are consistent with the view that high levels of SOC are protective against disability and dependence in the elderly. Elderly individuals with limited access to social and health resources and with low SOC may be a group at risk for dependence and disability in Spain.


Subject(s)
Activities of Daily Living/psychology , Disabled Persons/psychology , Self Report , Sense of Coherence , Adaptation, Psychological , Aged , Aged, 80 and over , Female , Humans , Logistic Models , Male , Regression Analysis , Spain/epidemiology , Surveys and Questionnaires
8.
J Stroke Cerebrovasc Dis ; 26(8): 1670-1677, 2017 Aug.
Article in English | MEDLINE | ID: mdl-28412318

ABSTRACT

OBJECTIVE: The aims of this study are, first, to calculate the risk of brain ischemia recurrence and embolic source diagnosis in the follow-up of patients with ESUS (embolic stroke of undetermined source) and, second, to identify the predictors of these events including cardiologic, laboratory, and clinical factors. METHODS: A retrospective observational cohort study of stroke patients admitted to the stroke unit in a single tertiary hospital from 2012 to 2014 was performed. Patients fulfilling ESUS criteria were identified and followed by medical history review until March 2016. Statistical analysis comprised Kaplan-Meier analysis and Cox proportional hazards multivariate analysis including clinical characteristics, cardiologic data, and blood test results. RESULTS: One hundred and thirteen patients, 8.3% of the overall stroke patients, filled ESUS criteria and they were younger, had less vascular risk factors, and suffered milder strokes than the remainder of stroke patients. Median follow-up of ESUS was 25.6 months. Risk of brain ischemia recurrence was 8.4, 10.8, and 15% at 12, 24, and 36 months, respectively, and was associated to age (HR 1.07, P = .027) and to a higher total cholesterol (TC)/high-density lipoprotein (HDL)-cholesterol (HR = 1.38, P = .002) and low-density lipoprotein (LDL)-cholesterol/HDL-cholesterol ratios (HR = 1.48, P = .001). The risk of major embolic source diagnosis was 6.7, 7.8, 13.6% at 12, 24, and 36 months, and was associated to female sex (HR = 6.05, P = .021). CONCLUSIONS: Brain ischemia recurrence increases with age and increased values of nontraditional lipid variables, TCHDLr and LDLHDLr, in ESUS patients, and women are more frequently diagnosed with a major embolic source in the follow-up.


Subject(s)
Brain Ischemia/etiology , Dyslipidemias/complications , Intracranial Embolism/etiology , Lipids/blood , Stroke/etiology , Aged , Aged, 80 and over , Biomarkers/blood , Brain Ischemia/blood , Brain Ischemia/diagnostic imaging , Cholesterol/blood , Cholesterol, HDL/blood , Cholesterol, LDL/blood , Dyslipidemias/blood , Dyslipidemias/diagnosis , Female , Humans , Intracranial Embolism/blood , Intracranial Embolism/diagnostic imaging , Kaplan-Meier Estimate , Male , Middle Aged , Multivariate Analysis , Prognosis , Proportional Hazards Models , Recurrence , Retrospective Studies , Risk Factors , Sex Factors , Stroke/blood , Stroke/diagnostic imaging , Tertiary Care Centers , Time Factors
9.
Mov Disord ; 31(3): 335-43, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26686514

ABSTRACT

BACKGROUND: The objective of this study was to study motor and nonmotor symptoms and striatal dopaminergic denervation, as well as the relationship between them, in a cohort of asymptomatic relatives of patients with Parkinson's disease (PD) with the R1441G-leucine-rich repeat kinase 2 mutation. METHODS: Asymptomatic relatives of patients with PD and this mutation were tested for the presence of the mutation and evaluated for striatal, putamenal, and caudate dopaminergic transporters using (123)I-2ß-carbomethoxy-3ß-(4-iodophenyl)-N-(3-fluoropropyl)-nortropane single-photon emission computed tomography binding ratios. Clinical and neuropsychological evaluations including timed motor tests, a smell identification test, and global cognition, attention, executive, visuospatial, and memory functions as well as depression, constipation, and rapid eye movement sleep behavior disorder were also assessed. RESULTS: Twenty-seven carriers and 19 noncarriers were studied. Compared with noncarriers, mutation carriers had significantly lower (123)I-2ß-carbomethoxy-3ß-(4-iodophenyl)-N-(3-fluoropropyl)-nortropan mean striatal (P = 0.03), mean putamenal (P = 0.01), and lowest putamenal (P = 0.01) binding ratios. Multiple linear regression analysis showed that the carrier status and the execution of timed tests significantly predicted striatal (123)I-2ß-carbomethoxy-3ß-(4-iodophenyl)-N-(3-fluoropropyl)-nortropane binding. The proportion of variation accounted for by the regression model of these variables was 69% for the putamen and 53% for the caudate nucleus. CONCLUSIONS: Asymptomatic carriers of the R1441G-leucine-rich repeat kinase 2 mutation have evidence of dopaminergic nigrostriatal denervation, mainly in the putamen, which is associated with a decline in the execution of complex motor tests. These tests could be early indicators of the ongoing dopaminergic deficit in this group at risk of PD.


Subject(s)
Genetic Predisposition to Disease , Leucine-Rich Repeat Serine-Threonine Protein Kinase-2/genetics , Mutation/genetics , Parkinson Disease/diagnosis , Parkinson Disease/genetics , Putamen/metabolism , Adult , Aged , Biomarkers/metabolism , Dopamine/metabolism , Dopamine Plasma Membrane Transport Proteins/metabolism , Female , Humans , Male , Middle Aged , Neuropsychological Tests , Tomography, Emission-Computed, Single-Photon/methods
10.
Neurodegener Dis ; 15(6): 331-8, 2015.
Article in English | MEDLINE | ID: mdl-26375921

ABSTRACT

BACKGROUND/AIMS: Large epidemiological prospective studies represent an important opportunity for investigating risk factors for rare diseases such as Parkinson's disease (PD). Here we describe the procedures we used for ascertaining PD cases in the EPIC (European Prospective Investigation into Cancer and Nutrition) study. METHODS: The following three-phase procedure was used: (1) elaboration of a NeuroEPIC4PD template for clinical data collection, (2) identification of all potential PD cases via record linkage and (3) validation of the diagnosis through clinical record revision, in a population of 220,494 subjects recruited in 7 European countries. All cases were labelled with the NeuroEPIC4PD diagnoses of 'definite', 'very likely', 'probable', or 'possible' PD. RESULTS: A total of 881 PD cases were identified, with over 2,741,780 person-years of follow-up (199 definite, 275 very likely, 146 probable, and 261 possible). Of these, 734 were incident cases. The mean age at diagnosis was 67.9 years (SD 9.2) and 458 patients (52.0%) were men. Bradykinesia was the most frequent presenting motor sign (76.5%). Tremor-dominant and akinetic rigid forms of PD were the most common types of PD. A total of 289 patients (32.8%) were dead at the time of the last follow-up. CONCLUSIONS: This exercise proved that it is feasible to ascertain PD in large population-based cohort studies and offers a potential framework to be replicated in similar studies.


Subject(s)
Exercise/physiology , Hypokinesia/epidemiology , Parkinson Disease/epidemiology , Adult , Age Distribution , Aged , Aged, 80 and over , Female , Humans , Hypokinesia/complications , Hypokinesia/diagnosis , Hypokinesia/therapy , Male , Middle Aged , Parkinson Disease/complications , Parkinson Disease/diagnosis , Parkinson Disease/therapy , Prospective Studies , Risk Factors
11.
Mov Disord ; 29(6): 750-5, 2014 May.
Article in English | MEDLINE | ID: mdl-24357540

ABSTRACT

An inverse relationship between Parkinson's disease (PD) and cancer has been described. However, the association between cancers and genetic forms of PD, in particular the R1441G mutation in the LRRK2 gene, is not well known. The objective of this work was to analyze cancer prevalence in PD patients with R1441G or G2019S mutations in LRRK2, and in idiopathic PD (iPD). A total of 732 patients with PD (70 and 25 carriers of R1441G or G2019S mutations, respectively), and 177 controls, were linked using a population-based cancer registry of the Spanish province of Gipuzkoa. Cancer prevalence was not significantly higher in PD-G2019S carriers (20%) than in PD-R1441G carriers (14.3%), iPD (13.8%), or controls (12.5%). With the exception of a high prevalence of hematological cancers (crude odds ratio of 7.1) in the R1441G group, specific cancer types were not increased in PD mutation carriers. In both the carrier and iPD groups, cancers were diagnosed after the onset of PD. PD patients had a similar prevalence of cancer to control subjects. There was no increased association between G2019S or R1441G mutations and any type of cancer. Although there was a higher prevalence of hematological cancers in the R1441G group, the low number of such cancers overall makes this finding of uncertain significance. There was a slightly higher but not statistically significant prevalence of non-skin cancers in the G2019S group, suggesting that further study to evaluate the association should be undertaken prior to ascribing an increased cancer risk to this population.


Subject(s)
Neoplasms/epidemiology , Parkinson Disease/epidemiology , Parkinson Disease/genetics , Polymorphism, Single Nucleotide/genetics , Protein Serine-Threonine Kinases/genetics , Adult , Aged , Aged, 80 and over , Analysis of Variance , DNA Mutational Analysis , Female , Humans , Leucine-Rich Repeat Serine-Threonine Protein Kinase-2 , Male , Middle Aged , Prevalence
12.
Ultrastruct Pathol ; 38(1): 1-5, 2014 Feb.
Article in English | MEDLINE | ID: mdl-24134525

ABSTRACT

Lewy bodies are the hallmark of Parkinson disease and their sophisticated analysis will undoubtedly elucidate the pathogenic process. They have been studied by using different microscopic tools. The authors have used atomic force microscopy (AFM) to study the ultramicrotom cut postmortem brain tissue of Parkinson disease patients. Under the same preparation conditions, they have found aggregated fibrillary nanostructures in Lewy bodies, as well as a loss of connections between neurons located in other parts of the substantia nigra. Although these results are preliminary and descriptive in nature, this paper reports the application of a novel and intriguing technique. Further studies including the study of cortical LB and Lewy neurites will be needed to determine the full potential of AFM in the study of the pathogenesis of cell death in Parkinson disease and other synucleinopathies.


Subject(s)
Lewy Bodies/ultrastructure , Microscopy, Atomic Force/methods , Parkinson Disease/pathology , Aged , Humans , Male
13.
Hum Genet ; 131(3): 435-42, 2012 Mar.
Article in English | MEDLINE | ID: mdl-21912879

ABSTRACT

Dystonias are a clinically and genetically heterogeneous group of movement disorders characterized by involuntary, sustained muscular contractions affecting one or more sites of the body, and abnormal postures. In this study, we describe an autosomal recessive family that presents with a progressive and early-onset form of generalized dystonia. The nuclear family consists of two healthy parents and two affected daughters. To elucidate the genetic causes underlying disease, whole-exome sequencing analysis was performed in one affected sibling, followed by validation, biochemical analyses and MRI brain imaging. A homozygous, disease-segregating mutation (p.Val400Met) was identified in the glutaryl-CoA dehydrogenase (GCDH) gene at chromosome 19p13. The mutation, in an amino acid that is highly conserved among species, was absent in large number of neurologically normal individuals. Biochemical analyses demonstrated increased 3-hydroxy glutaric acid present in urine samples from both patients. MRI imaging revealed a T2 and flair hyperintense signal in lenticular nuclei with bilateral and symmetrical distribution. We conclude that both GCDH activity and GCDH mutation analysis should be considered in the differential diagnosis of progressive forms of early-onset generalized dystonia and that mitochondrial fatty acid metabolism is one important pathway in the development of dystonia. As lysine restriction and L: -carnitine supplementation are important treatments for GCDH deficiency, identification of this deficiency in patients with progressive forms of early-onset generalized dystonia has potential treatment implications.


Subject(s)
Dystonic Disorders/genetics , Glutaryl-CoA Dehydrogenase/genetics , Mutation , Female , Genes, Recessive , Humans , Male , Middle Aged , Pedigree , Polymorphism, Single Nucleotide
14.
Sci Rep ; 12(1): 12819, 2022 07 27.
Article in English | MEDLINE | ID: mdl-35896618

ABSTRACT

The increasing capacity of today's technology represents great advances in diagnosing diseases using standard procedures supported by computer science. Deep learning techniques are able to extract the characteristics of temporal signals to study their patterns and diagnose diseases such as essential tremor. However, these techniques require a large amount of data to train the neural network and achieve good results, and the more data the network has, the more accurate the final model implemented. In this work we propose the use of a data augmentation technique to improve the accuracy of a Long short-term memory system in the diagnosis of essential tremor. For this purpose, the multivariate Empirical Mode Decomposition method will be used to decompose the original temporal signals collected from control subjects and patients with essential tremor. The time series obtained from the decomposition, covering different frequency ranges, will be randomly shuffled and combined to generate new artificial samples for each group. Then, both the generated artificial samples and part of the real samples will be used to train the LSTM network, and the remaining original samples will be used to test the model. The experimental results demonstrate the capability of the proposed method, which is compared to a set of 10 different data augmentation methods, and in all cases outperforms all other methods. In the best case, the proposed method increases the accuracy of the classifier from 83.20% to almost 93% when artificial samples are generated, which is a promising result when only small databases are available.


Subject(s)
Essential Tremor , Databases, Factual , Essential Tremor/diagnosis , Handwriting , Humans , Neural Networks, Computer
15.
Front Neurol ; 13: 844841, 2022.
Article in English | MEDLINE | ID: mdl-35707037

ABSTRACT

Background: Parkinson's disease (PD) is a progressive neurodegenerative disorder, diagnosed according to the clinical criteria that occur in already advanced stages of PD. The definition of biomarkers for the early diagnosis of PD represents a challenge that might improve treatment and avoid complications in this disease. Therefore, we propose a set of reliable samples for the identification of altered metabolites to find potential prognostic biomarkers for early PD. Methods: This case-control study included plasma samples of 12 patients with PD and 21 control subjects, from the Spanish European Prospective Investigation into Cancer and Nutrition (EPIC)-Navarra cohort, part of the EPIC-Spain study. All the case samples were provided by healthy volunteers who were followed-up for 15.9 (±4.1) years and developed PD disease later on, after the sample collection. Liquid chromatography coupled to tandem mass spectrometry was used for the analysis of samples. Results: Out of 40 that were selected and studied due to their involvement in established cases of PD, seven significantly different metabolites between PD cases and healthy control subjects were obtained in this study (benzoic acid, palmitic acid, oleic acid, stearic acid, myo-inositol, sorbitol, and quinolinic acid). These metabolites are related to mitochondrial dysfunction, the oxidative stress, and the mechanisms of energy production. Conclusion: We propose the samples from the EPIC study as reliable and invaluable samples for the search of early biomarkers of PD. Likewise, this study might also be a starting point in the establishment of a well-founded panel of metabolites that can be used for the early detection of this disease.

16.
Mov Disord ; 26(11): 2026-31, 2011 Sep.
Article in English | MEDLINE | ID: mdl-21611983

ABSTRACT

It has been proposed that olfactory tests and metaiodobenzylguanidine cardiac scintigraphy may help diagnose idiopathic Parkinson's disease in the premotor phase. However, it is not clear what value these tests have in all patients with Parkinson's disease and, particularly, in those who carry mutations in LRRK2. The objective was to analyze olfactory dysfunction and the changes in cardiac I-metaiodobenzylguanidine uptake in patients with Parkinson's disease carrying the R1441G and G2019S mutations in LRRK2, and in patients with Parkinson's disease with no known mutations. Patients with Parkinson's disease were screened for R1441G and G2019S LRRK2 gene mutations and classified as LRRK2 mutation carriers or noncarriers. A total of 190 patients with Parkinson's disease (44 LRRK2 mutation carriers) were tested for olfactory dysfunction using the Brief Smell Identification Test. Cardiac (123) I-metaiodobenzylguanidine scintigraphy was performed on 90 patients with Parkinson's disease (27 LRRK2 mutation carriers). Thirty-six percent of patients with LRRK2 mutations have hyposmia, compared to 75% of noncarrier patients with Parkinson's disease (P < .001). Sixty-six percent of LRRK2 mutation carriers have low early metaiodobenzylguanidine uptake, compared to 86% of noncarriers (P = .048). Similarly, the heart/mediastinum ratio in delayed metaiodobenzylguanidine images appeared to differ between these groups of patients with Parkinson's disease, although these results did not reach statistical significance. The data obtained indicate that olfactory and cardiac impairment is less prevalent when Parkinson's disease is associated with mutations in LRRK2, although the underlying mechanisms for this difference remain unclear. Thus, such screening would be less useful to detect the premotor phase in asymptomatic relatives who carry mutations in LRRK2 than in cases not associated with LRRK2.


Subject(s)
Genetic Predisposition to Disease , Heart/diagnostic imaging , Mutation/genetics , Olfaction Disorders/etiology , Parkinson Disease , Protein Serine-Threonine Kinases/genetics , 3-Iodobenzylguanidine , Aged , Cohort Studies , DNA Mutational Analysis , Female , Humans , Leucine-Rich Repeat Serine-Threonine Protein Kinase-2 , Male , Middle Aged , Myocardial Perfusion Imaging/methods , Parkinson Disease/complications , Parkinson Disease/genetics , Parkinson Disease/pathology , Radiopharmaceuticals , Taste/genetics , Taste/physiology
17.
BMC Public Health ; 11: 176, 2011 Mar 23.
Article in English | MEDLINE | ID: mdl-21429194

ABSTRACT

BACKGROUND: The prevalence and predictors of functional status and disability of elderly people have been studied in several European countries including Spain. However, there has been no population-based study incorporating the International Classification of Functioning, Disability and Health (ICF) framework as the basis for assessing disability. The present study reports prevalence rates for mild, moderate, and severe/extreme disability by the domains of activities and participation of the ICF. METHODS: Nine populations surveyed in previous prevalence studies contributed probabilistic and geographically defined samples in June 2005. The study sample was composed of 503 subjects aged ≥75 years. We implemented a two-phase screening design using the MMSE and the World Health Organization-Disability Assessment Schedule 2nd edition (WHO-DAS II, 12 items) as cognitive and disability screening tools, respectively. Participants scoring within the positive range of the disability screening were administered the full WHO-DAS II (36 items; score range: 0-100) assessing the following areas: Understanding and communication, Getting along with people, Life activities, Getting around, Participation in society, and Self-care. Each disability area assessed by WHO-DAS II (36 items) was reported according to the ICF severity ranges (No problem, 0-4; Mild disability, 5-24; Moderate disability, 25-49; Severe/Extreme disability, 50-100). RESULTS: The age-adjusted disability prevalence figures were: 39.17 ± 2.18%, 15.31 ± 1.61%, and 10.14 ± 1.35% for mild, moderate, and severe/extreme disability, respectively. Severe and extreme disability prevalence in mobility and life activities was three times higher than the average, and highest among women. Sex variations were minimal, although life activities for women of 85 years and over had more severe/extreme disability as compared to men (OR = 5.15 95% CI 3.19-8.32). CONCLUSIONS: Disability is highly prevalent among the Spanish elderly. Sex- and age-specific variations of disability are associated with particular disability domains.


Subject(s)
Disability Evaluation , Disabled Persons/classification , International Classification of Diseases , Mass Screening/methods , Activities of Daily Living , Aged , Aged, 80 and over , Disabled Persons/statistics & numerical data , Female , Humans , Male , Prevalence , Spain/epidemiology
18.
Front Neurol ; 12: 635396, 2021.
Article in English | MEDLINE | ID: mdl-33763016

ABSTRACT

Parkinson's disease (PD) is characterized by a great clinical heterogeneity. Nevertheless, the biological drivers of this heterogeneity have not been completely elucidated and are likely to be complex, arising from interactions between genetic, epigenetic, and environmental factors. Despite this heterogeneity, the clinical patterns of monogenic forms of PD have usually maintained a good clinical correlation with each mutation once a sufficient number of patients have been studied. Mutations in LRRK2 are the most commonly known genetic cause of autosomal dominant PD known to date. Furthermore, recent genome-wide association studies have revealed variations in LRRK2 as significant risk factors also for the development of sporadic PD. The LRRK2-R1441G mutation is especially frequent in the population of Basque ascent based on a possible founder effect, being responsible for almost 50% of cases of familial PD in our region, with a high penetrance. Curiously, Lewy bodies, considered the neuropathological hallmark of PD, are absent in a significant subset of LRRK2-PD cases. Indeed, these cases appear to be associated with a less aggressive primarily pure motor phenotype. The aim of our research is to examine the clinical phenotype of R1441G-PD patients, more homogeneous when we compare it with sporadic PD patients or with patients carrying other LRRK2 mutations, and reflect on the value of the observed correlation in the genetic forms of PD. The clinical heterogeneity of PD leads us to think that there may be as many different diseases as the number of people affected. Undoubtedly, genetics constitutes a relevant key player, as it may significantly influence the phenotype, with differences according to the mutation within the same gene, and not only in familial PD but also in sporadic forms. Thus, extending our knowledge regarding genetic forms of PD implies an expansion of knowledge regarding sporadic forms, and this may be relevant due to the future therapeutic implications of all forms of PD.

19.
Front Hum Neurosci ; 15: 648573, 2021.
Article in English | MEDLINE | ID: mdl-34168544

ABSTRACT

Essential tremor (ET) is a highly prevalent neurological disorder characterized by action-induced tremors involving the hand, voice, head, and/or face. Importantly, hand tremor is present in nearly all forms of ET, resulting in impaired fine motor skills and diminished quality of life. To advance early diagnostic approaches for ET, automated handwriting tasks and magnetic resonance imaging (MRI) offer an opportunity to develop early essential clinical biomarkers. In this study, we present a novel approach for the early clinical diagnosis and monitoring of ET based on integrating handwriting and neuroimaging analysis. We demonstrate how the analysis of fine motor skills, as measured by an automated Archimedes' spiral task, is correlated with neuroimaging biomarkers for ET. Together, we present a novel modeling approach that can serve as a complementary and promising support tool for the clinical diagnosis of ET and a large range of tremors.

20.
NPJ Parkinsons Dis ; 7(1): 73, 2021 Aug 16.
Article in English | MEDLINE | ID: mdl-34400650

ABSTRACT

The lack of knowledge about the onset and progression of Parkinson's disease (PD) hampers its early diagnosis and treatment. Metabolomics might shed light on the PD imprint seeking a broader view of the biochemical remodeling induced by this disease in an early and pre-symptomatic stage and unveiling potential biomarkers. To achieve this goal, we took advantage of the great potential of the European Prospective Study on Nutrition and Cancer (EPIC) cohort to apply metabolomics searching for early diagnostic PD markers. This cohort consisted of healthy volunteers that were followed for around 15 years until June 2011 to ascertain incident PD. For this untargeted metabolomics-based study, baseline preclinical plasma samples of 39 randomly selected individuals that developed PD (Pre-PD group) and the corresponding control group were analyzed using a multiplatform approach. Data were statistically analyzed and exposed alterations in 33 metabolites levels, including significantly lower levels of free fatty acids (FFAs) in the preclinical samples from PD subjects. These results were then validated by adopting a targeted HPLC-QqQ-MS approach. After integrating all the metabolites affected, our finding revealed alterations in FFAs metabolism, mitochondrial dysfunction, oxidative stress, and gut-brain axis dysregulation long before the development of PD hallmarks. Although the biological purpose of these events is still unknown, the remodeled metabolic pathways highlighted in this work might be considered worthy prognostic biomarkers of early prodromal PD. The findings revealed by this work are of inestimable value since this is the first study conducted with samples collected many years before the disease development.

SELECTION OF CITATIONS
SEARCH DETAIL