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1.
Neuropsychologia ; 198: 108882, 2024 Apr 09.
Artigo em Inglês | MEDLINE | ID: mdl-38599569

RESUMO

Several studies have analyzed the effects of transcranial direct current stimulation on verbal fluency tasks in non-clinical populations. Nevertheless, the reported effects on verbal fluency are inconsistent. In addition, the effect of other techniques such as transcranial random noise stimulation (tRNS) on verbal fluency enhancement has yet to be studied in healthy multilingual populations. This study aims to explore the effects of tRNS on verbal fluency in healthy multilingual individuals. Fifty healthy multilingual (Spanish, English and Basque) adults were randomly assigned to a tRNS or sham group. Electrodes were placed on the left dorsolateral prefrontal cortex and left inferior frontal gyrus. All participants performed phonemic and semantic verbal fluency tasks before, during (online assessment) and immediately after (offline assessment) stimulation in three different languages. The results showed significantly better performance by participants who received tRNS in the phonemic verbal fluency tasks in Spanish (in the online and offline assessment) and English (in the offline assessment). No differences between conditions were found in Basque nor semantic verbal fluency. These findings suggests that tRNS on the left prefrontal cortex could help improve phonemic, yet not semantic, fluency in healthy multilingual adults.

2.
NPJ Parkinsons Dis ; 10(1): 69, 2024 Mar 23.
Artigo em Inglês | MEDLINE | ID: mdl-38521776

RESUMO

Clinical, cognitive, and atrophy characteristics depending on sex have been previously reported in Parkinson's disease (PD). However, though sex differences in cortical gray matter measures in early drug naïve patients have been described, little is known about differences in cortical thickness (CTh) as the disease advances. Our multi-site sample comprised 211 non-demented PD patients (64.45% males; mean age 65.58 ± 8.44 years old; mean disease duration 6.42 ± 5.11 years) and 86 healthy controls (50% males; mean age 65.49 ± 9.33 years old) with available T1-weighted 3 T MRI data from four international research centers. Sex differences in regional mean CTh estimations were analyzed using generalized linear models. The relation of CTh in regions showing sex differences with age, disease duration, and age of onset was examined through multiple linear regression. PD males showed thinner cortex than PD females in six frontal (bilateral caudal middle frontal, bilateral superior frontal, left precentral and right pars orbitalis), three parietal (bilateral inferior parietal and left supramarginal), and one limbic region (right posterior cingulate). In PD males, lower CTh values in nine out of ten regions were associated with longer disease duration and older age, whereas in PD females, lower CTh was associated with older age but with longer disease duration only in one region. Overall, male patients show a more widespread pattern of reduced CTh compared with female patients. Disease duration seems more relevant to explain reduced CTh in male patients, suggesting worse prognostic over time. Further studies should explore sex-specific cortical atrophy trajectories using large longitudinal multi-site data.

3.
Psychiatry Res ; 331: 115674, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-38134530

RESUMO

The literature indicates that patients with schizophrenia spectrum disorders often show deficits in premorbid adjustment. Additionally, these impairments have been correlated with critical disease parameters, evident in both early and advanced stages. The principal objective of this study was to investigate the association between premorbid adjustment and functional outcomes a decade following the initial episode of psychosis. A cluster analysis was performed to group patients according to their premorbid adjustment scores as assessed with the Premorbid Adjustment Scale (PAS). The measurements of The Disability Assessment Scale (DAS), The Global Assessment of Function (GAF) scale, ​​and The Quality of Life Scale (QLS) were used to compare the functionality of the groups at a 10-year follow-up. A total of 231 patients were classified into three groups based on their premorbid adjustment: "good PAS", "deteriorating PAS", and "chronically poor PAS". The three groups differed significantly in their sociodemographic and cognitive baseline characteristics. At the 10-year follow-up, "good PAS" group had better scores than the other groups in the variables of functionality and quality of life. The relationship found between premorbid adjustment and long-term functional results in patients with psychosis can help us predict the evolution of patients and act accordingly.


Assuntos
Transtornos Psicóticos , Esquizofrenia , Humanos , Seguimentos , Ajustamento Social , Qualidade de Vida , Transtornos Psicóticos/diagnóstico , Transtornos Psicóticos/psicologia
4.
Sci Rep ; 13(1): 21609, 2023 12 07.
Artigo em Inglês | MEDLINE | ID: mdl-38062063

RESUMO

Gender identity refers to the consciousness of being a man, a woman or other condition. Although it is generally congruent with the sex assigned at birth, for some people it is not. If the incongruity is distressing, it is defined as gender dysphoria (GD). Here, we measured whole-genome DNA methylation by the Illumina © Infinium Human Methylation 850k array and reported its correlation with cortical thickness (CTh) in 22 transgender men (TM) experiencing GD versus 25 cisgender men (CM) and 28 cisgender women (CW). With respect to the methylation analysis, TM vs. CW showed significant differences in 35 CpGs, while 2155 CpGs were found when TM vs. CM were compared. With respect to correlation analysis, TM showed differences in methylation of CBLL1 and DLG1 genes that correlated with global and left hemisphere CTh. Both genes were hypomethylated in TM compared to the cisgender groups. Early onset TM showed a positive correlation between CBLL1 and several cortical regions in the frontal (left caudal middle frontal), temporal (right inferior temporal, left fusiform) and parietal cortices (left supramarginal and right paracentral). This is the first study relating CBLL1 methylation with CTh in transgender persons and supports a neurodevelopmental hypothesis of gender identity.


Assuntos
Pessoas Transgênero , Transexualidade , Recém-Nascido , Humanos , Feminino , Masculino , Identidade de Gênero , Metilação , Hormônios , Ubiquitina-Proteína Ligases
5.
Psychiatry Res ; 329: 115495, 2023 11.
Artigo em Inglês | MEDLINE | ID: mdl-37802012

RESUMO

Cognitive remediation is an effective intervention for improving functional outcome in schizophrenia. However, the factors that moderate this improvement are still poorly understood. The study aimed to identify moderators of functional outcome improvement after integrative cognitive remediation (REHACOP) in schizophrenia. This was a secondary analysis of data from two randomized controlled trials, which included 182 patients (REHACOP group=94; active control group=88). Hierarchical regression analyses were conducted to identify moderators of functional outcome improvement. Two baseline level groups (low-level and high-level) were created to analyze the moderating role of this baseline level cluster using repeated measures ANCOVA. The REHACOP was effective regardless of participants' baseline level, but regression analyses indicated that the effectiveness on functional outcome was higher among those who were older, had fewer years in education, lower scores in baseline cognition and functional outcome, and more negative symptoms. Repeated measures ANOVA showed that the baseline level cluster influenced the improvement in functional outcome, with the low-level group showing greater improvements. The results reinforced the need to implement cognitive remediation programs more broadly as a treatment for schizophrenia in healthcare services. Furthermore, they provided evidence for the development of personalized cognitive remediation plans to improve benefits in different schizophrenia profiles.


Assuntos
Remediação Cognitiva , Esquizofrenia , Humanos , Cognição , Remediação Cognitiva/métodos , Medicina de Precisão , Esquizofrenia/complicações , Esquizofrenia/terapia , Resultado do Tratamento , Ensaios Clínicos Controlados Aleatórios como Assunto
6.
J Perinatol ; 43(11): 1429-1436, 2023 11.
Artigo em Inglês | MEDLINE | ID: mdl-37454175

RESUMO

OBJECTIVES: To establish neuropsychological profiles after high- and low-risk preterm birth (i.e., with and without neonatal brain injury) during adolescence and young adulthood and to assess the potential role of early life environmental factors in cognition. STUDY DESIGN: Participants (N = 177; Mage = 20.11 years) of both sexes were evaluated when adolescent or in young adulthood. They were grouped according to their birth status: 30 high-risk preterm, 83 low-risk preterm and 64 born at full term. RESULTS: Significant differences were found in several cognitive domains between groups. Furthermore, familial socioeconomic status (SES) moderated the relation between the degree of maturity/immaturity at birth and cognition (F(5,171) = 11.94, p < 0.001, R2 = 0.26). DISCUSSION: The findings showed different neuropsychological profiles during adolescence and young adulthood, with the high-risk preterm sample evidencing lower cognitive values. In addition, higher scores in the familial SES score in this study seem to have a protective effect on cognition.


Assuntos
Nascimento Prematuro , Masculino , Feminino , Humanos , Recém-Nascido , Adolescente , Adulto Jovem , Adulto , Cognição
7.
Sci Rep ; 13(1): 10309, 2023 06 26.
Artigo em Inglês | MEDLINE | ID: mdl-37365191

RESUMO

Long-term persistent symptoms of COVID-19 affect 30-80% of patients who have recovered from the disease and may continue for a long time after the disease has been overcome. The duration of these symptoms over time might have consequences that affect different aspects of health, such as cognitive abilities. The main objective of this systematic review and meta-analysis was to objectify the persistent COVID-19 cognitive deficits after acute phase of infection and to summarize the existing evidence. Additionally, we aimed to provide a comprehensive overview to further understand and address the consequences of this disease. Our protocol was registered in PROSPERO (CRD42021260286). Systematic research was conducted in the Web of Science, MEDLINE, PubMed, PsycINFO, Scopus, and Google Scholar databases from January 2020 to September 2021. Twenty-five studies were included, six of which were analyzed for the meta-analysis, and consisted of 175 patients who had recovered from COVID-19 and 275 healthy individuals. Analyses of cognitive performance of post-COVID-19 patients and healthy volunteers were compared using a random-effects model. The results showed an overall medium-high effect size (g = -.68, p = .02) with a 95% CI (-1.05 to -.31), with a significantly moderate level of heterogeneity among studies (Z = 3.58, p < .001; I2 = 63%). The results showed that individuals who had recovered from COVID-19 showed significant cognitive deficits compared to controls. Future studies should carefully assess the long-term progression of cognitive impairments in patients with persistent COVID-19 symptoms, as well as the effectiveness of rehabilitation interventions. Nevertheless, there is an urgent need to know the profile to speed up development of prevention plans as well as specific interventions. Since more information is being obtained and more studies are being conducted on the subject, the need to examine this symptomatology multidisciplinary to achieve greater scientific evidence of its incidence and prevalence has become increasingly clear.


Assuntos
COVID-19 , Transtornos Cognitivos , Disfunção Cognitiva , Humanos , COVID-19/complicações , Disfunção Cognitiva/epidemiologia , Cognição
8.
Schizophr Res ; 255: 82-92, 2023 05.
Artigo em Inglês | MEDLINE | ID: mdl-36965364

RESUMO

Cognitive remediation has been shown to improve cognition in schizophrenia, but little is known about the specific functional and structural brain changes related to the implementation of an integrative cognitive remediation program. This study analyzed the functional and structural brain changes identified after implementing an integrative cognitive remediation program, REHACOP, in schizophrenia. The program combined cognitive remediation, social cognitive training, and functional and social skills training. The sample included 59 patients that were assigned to either the REHACOP group or an active control group for 20 weeks. In addition to a clinical and neuropsychological assessment, T1-weighted, diffusion-weighted and functional magnetic resonance images were acquired during a resting-state and during a memory paradigm, both at baseline and follow-up. Voxel-based morphometry, tract-based spatial statistics, resting-state functional connectivity, and brain activation analyses during the memory paradigm were performed. Brain changes were assessed with a 2 × 2 repeated-measure analysis of covariance for group x time interaction. Intragroup paired t-tests were also carried out. Repeated-measure analyses revealed improvements in cognition and functional outcome, but no significant brain changes associated with the integrative cognitive remediation program. Intragroup analyses showed greater gray matter volume and cortical thickness in right temporal regions at post-treatment in the REHACOP group. The absence of significant brain-level results associated with cognitive remediation may be partly due to the small sample size, which limited the statistical power of the study. Therefore, further research is needed to clarify whether the temporal lobe may be a key area involved in cognitive improvements following cognitive remediation.


Assuntos
Remediação Cognitiva , Esquizofrenia , Humanos , Esquizofrenia/complicações , Esquizofrenia/diagnóstico por imagem , Esquizofrenia/terapia , Remediação Cognitiva/métodos , Encéfalo , Imageamento por Ressonância Magnética , Cognição , Testes Neuropsicológicos
9.
Biomedicines ; 11(2)2023 Feb 15.
Artigo em Inglês | MEDLINE | ID: mdl-36831109

RESUMO

BACKGROUND: We aimed to characterize subtypes of synucleinopathies using a clustering approach based on cognitive and other nonmotor data and to explore structural and functional magnetic resonance imaging (MRI) brain differences between identified clusters. METHODS: Sixty-two patients (n = 6 E46K-SNCA, n = 8 dementia with Lewy bodies (DLB) and n = 48 idiopathic Parkinson's disease (PD)) and 37 normal controls underwent nonmotor evaluation with extensive cognitive assessment. Hierarchical cluster analysis (HCA) was performed on patients' samples based on nonmotor variables. T1, diffusion-weighted, and resting-state functional MRI data were acquired. Whole-brain comparisons were performed. RESULTS: HCA revealed two subtypes, the mild subtype (n = 29) and the severe subtype (n = 33). The mild subtype patients were slightly impaired in some nonmotor domains (fatigue, depression, olfaction, and orthostatic hypotension) with no detectable cognitive impairment; the severe subtype patients (PD patients, all DLB, and the symptomatic E46K-SNCA carriers) were severely impaired in motor and nonmotor domains with marked cognitive, visual and bradykinesia alterations. Multimodal MRI analyses suggested that the severe subtype exhibits widespread brain alterations in both structure and function, whereas the mild subtype shows relatively mild disruptions in occipital brain structure and function. CONCLUSIONS: These findings support the potential value of incorporating an extensive nonmotor evaluation to characterize specific clinical patterns and brain degeneration patterns of synucleinopathies.

10.
Environ Sci Pollut Res Int ; 30(18): 52498-52513, 2023 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-36840881

RESUMO

The Calophyllum inophyllum species annually produces a large volume of cylindrical fruits, which accumulate on the soil because they do not have nutritional value. This study sought to enable the use of this biomass by producing activated biochar with zinc chloride as an activating agent for further application as an adsorbent in batch and fixed bed columns. Different methodologies were used to characterize the precursor and the pyrolyzed material. Morphological changes were observed with the emergence of new spaces. The carbonaceous material had a surface area of 468 m2 g-1, Dp = 2.7 nm, and VT = 3.155 × 10-1 cm3 g-1. Scientific and isothermal studies of the adsorption of the diuron were conducted at the natural pH of the solution and adsorbent dosage of 0.75 g L-1. The kinetic curves showed a good fit to the Avrami fractional order model, with equilibrium reached after 150 min, regardless of the diuron concentration. The Liu heterogeneous surface model well represented the isothermal curves. By raising the temperature, adsorption was encouraged, and at 318 K, the Liu Qmax was reached at 250.1 mg g-1. Based on the Liu equilibrium constant, the nonlinear van't Hoff equation was employed, and the ΔG° were < 0 from 298 to 328 K; the process was exothermic nature (ΔH0 = -46.40 kJ mol-1). Finally, the carbonaceous adsorbent showed good removal performance (63.45%) compared to a mixture containing different herbicides used to control weeds. The stoichiometric column capacity (qeq) was 13.30 and 16.61 mg g-1 for concentrations of 100 and 200 mg L-1, respectively. The length of the mass transfer zone was 5.326 cm (100 mg L-1) and 4.946 cm (200 mg L-1). This makes employing the leftover fruits of the Calophyllum inophyllum species as biomass for creating highly porous adsorbents a very effective and promising option.


Assuntos
Calophyllum , Poluentes Químicos da Água , Diurona , Água , Biomassa , Carvão Vegetal/química , Adsorção , Cinética , Concentração de Íons de Hidrogênio , Termodinâmica
11.
Behav Brain Res ; 438: 114165, 2023 02 13.
Artigo em Inglês | MEDLINE | ID: mdl-36270464

RESUMO

Although the use of transcranial electrical stimulation (tES) techniques on healthy population has been linked to facilitating language learning, studies on their effects on foreign language learning processes are scarce and results remain unclear. The objective of this study was to analyze whether tES enhances foreign language learning processes. Sixty-four healthy native Spanish-speaking participants were randomly assigned to four groups (transcranial direct current, transcranial random noise, tDCS-tRNS stimulation, or sham). They completed two intervention sessions with a two-week gap in between. During the first session the participants received stimulation (1.5 mA) while learning new English words and then performed recall and recognition tasks. Learning was assessed at follow-up, two weeks later. No differences in learning between groups were observed in the first session (F(1,61)= .86; p = .36). At follow-up, significantly higher learning accuracy was observed after tRNS compared to sham (p = .037). These results suggest that tRNS could be helpful in improving the processes involved in foreign language vocabulary learning.


Assuntos
Estimulação Transcraniana por Corrente Contínua , Humanos , Estimulação Transcraniana por Corrente Contínua/métodos , Vocabulário , Aprendizagem/fisiologia , Rememoração Mental/fisiologia
12.
Front Hum Neurosci ; 16: 997445, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36405079

RESUMO

The essential role of creativity has been highlighted in several human knowledge areas. Regarding the neural underpinnings of creativity, there is evidence about the role of left dorsolateral prefrontal cortex (DLPFC) and left inferior frontal gyrus (IFG) on divergent thinking (DT) and convergent thinking (CT). Transcranial stimulation studies suggest that the left DLPFC is associated with both DT and CT, whereas left IFG is more related to DT. However, none of the previous studies have targeted both hubs simultaneously and compared transcranial direct current stimulation (tDCS) and random noise stimulation (tRNS). Additionally, given the relationship between cognitive flexibility and creativity, we included it in order to check if the improvement in creativity may be mediated by cognitive flexibility. In this double-blind, between-subjects study, 66 healthy participants were randomly assigned to one of three groups (N = 22) that received a transcranial direct current stimulation (tDCS), transcranial random noise stimulation (tRNS), or sham for 20 min. The tDCS group received 1.5 mA with the anode over the left DLPFC and cathode over the left IFG. Locations in tRNS group were the same and they received 1.5 mA of high frequency tRNS (100-500 Hz). Divergent thinking was assessed before (baseline) and during stimulation with unusual uses (UU) and picture completion (PC) subtests from Torrance Creative thinking Test, whereas convergent thinking was evaluated with the remote association test (RAT). Stroop test was included to assess cognitive flexibility. ANCOVA results of performance under stimulation (controlling for baseline performance) showed that there were significant differences in PC (F = 3.35, p = 0.042, n p 2 = 0.10) but not in UU (F = 0.61, p = 0.546) and RAT (F = 2.65, p = 0.079) scores. Post-hoc analyses showed that tRNS group had significantly higher scores compared to sham (p = 0.004) in PC. More specifically, tRNS showed higher performance in fluency (p = 0.012) and originality (p = 0.021) dimensions of PC compared to sham. Regarding cognitive flexibility, we did not find any significant effect of any of the stimulation groups (F = 0.34, p = 0.711). Therefore, no further mediation analyses were performed. Finally, the group that received tDCS reported more adverse effects than sham group (F = 3.46, p = 0.035). Altogether, these results suggest that tRNS may have some advantages over tDCS in DT.

13.
J Psychiatr Res ; 155: 279-285, 2022 11.
Artigo em Inglês | MEDLINE | ID: mdl-36166937

RESUMO

BACKGROUND: Some of the most-studied environmental factors that can contribute to the development of psychosis are the adversities experienced at an early age. Among these, childhood interpersonal trauma (CIT) has been considered especially influential in the onset of the disease. The aim of the study was to explore the relationship between CIT and the first episode of psychosis (FEP), as well as the relationship between CIT and clinical and functional outcomes 3 years after illness onset. METHODS: A total of 278 patients with a FEP and 52 healthy controls were studied. Logistic regression analysis was carried out to examine the explained variation by CIT at the beginning of psychosis. Recent stressful events and premorbid adjustment related to CIT, were introduced in path analyses to determine their mediating effects between CIT and the disease and its clinical and functional results. RESULTS: Mediation analyses showed that CIT was indirectly associated with belonging to the FEP group through recent stressful events (Effect = 0.981; SE = 0.323; CI = 0.485 to 1.761). Premorbid academic adjustment in late adolescence mediated the relationship between CIT and clinical and functional outcomes, specifically in the measurements of the Scales for Assessment of Positive and Negative Symptoms, in the Brief Psychiatric Rating Scale, and in the Disability Assessment Scale. CONCLUSIONS: These findings suggest that early traumatic experiences play an important role in the FEP. Early intervention that promotes good academic adjustment during adolescence and/or avoids retraumatisation could positively impact both the onset and the course of psychotic illness.


Assuntos
Transtornos Psicóticos , Ajustamento Social , Adolescente , Criança , Humanos , Estudos Longitudinais , Transtornos Psicóticos/psicologia , Fatores de Tempo
14.
Qual Life Res ; 31(11): 3241-3252, 2022 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-35842497

RESUMO

PURPOSE: This study aimed to determine predictors of health-related quality of life (HRQoL) in Parkinson's disease (PD) and to explore their predictive value before and after controlling overlapping items between HRQoL and clinical variables. METHODS: One hundred and eight PD patients underwent motor, anxiety, depression, apathy, fatigue, and neurocognition assessment. HRQoL was assessed by the Parkinson's Disease Questionnaire-39 (PDQ-39). In order to determine predictors of HRQoL in PD, stepwise multiple regression analyses were performed in two ways: before and after removing the emotional well-being dimension from PDQ-39 to control the overlap between depression and anxiety, and HRQoL. RESULTS: HRQoL total index was predicted by anxiety, fatigue, motor symptoms, and depression, explaining 26.9%, 7.2%, 2.8%, and 1.9% of the variance. However, after removing overlapping items, HRQoL total index was predicted by fatigue (16.5%), anxiety (6.1%), motor symptoms (3.9%), and neurocognition (2.5%), but not depression. Regarding HRQoL dimensions, mobility and activities of daily living were predicted by fatigue (19.7% and 5%) and UPDRS-III (4% and 10.2%); emotional well-being by fatigue (7.9%); social support by anxiety (12.2%) and UPDRS-III (8.6%); communication by neurocognition (5.3%) and UPDRS-III (3.4%); cognition by anxiety (10.6%) and bodily discomfort by anxiety (23%) and fatigue (4.1%). CONCLUSION: These findings showed the importance of identifying and controlling overlapping items of HRQoL and clinical measures to perform an accurate interpretation. HRQoL dimensions showed different predictors before and after controlling the overlap. Based on these results fatigue, anxiety, motor symptoms, and neurocognition, but not depression are the main predictors of HRQoL in PD patients.


Assuntos
Apatia , Doença de Parkinson , Atividades Cotidianas , Fadiga/psicologia , Humanos , Doença de Parkinson/psicologia , Qualidade de Vida/psicologia , Índice de Gravidade de Doença , Inquéritos e Questionários
15.
Schizophr Res ; 244: 71-80, 2022 06.
Artigo em Inglês | MEDLINE | ID: mdl-35640355

RESUMO

BACKGROUND: Attention deficits have been considered to be a central characteristic of schizophrenia-spectrum disorders. However, the specific interactions with, and longitudinal effects of, cannabis use at the different stages of the disorder remain unknown. Due to the high percentage of patients who are cannabis users at the onset of the disease, our objective was to explore this relationship and how it evolves in the first three years of the disease. METHOD: A total of 461 patients with a first episode of psychosis (FEP) and 187 healthy controls were studied. The differences between cannabis users and non-users at baseline were explored based on both sociodemographic variables and performance in neuropsychological tests of attention. The interaction between cannabis, attentional, and clinical variables was followed up at 3 years. RESULTS: Of the 648 participants included in this study, 229 (35.34%) were cannabis users. Of them, 187 (40.6%) were patients and 42 (22.5%) were healthy controls. At baseline, control groups [cannabis users (N = 42); non-users (N = 145)] outperformed the patient groups [cannabis users (N = 187); non-users (N = 274)] in all attention tasks. Longitudinal analyses showed significant improvements in the attentional domains at 3-year follow-up, mainly in the group of patients who had never used cannabis (N = 238), followed by ex-users (N = 105), and persistent users (N = 43). At 3-year follow-up, the group of ex-users was the one that achieved scores closer to those of healthy controls. CONCLUSION: FEP patients, both cannabis users and non-users, showed attention deficits. However, the patients who had never used cannabis fared better than cannabis users.


Assuntos
Cannabis , Transtornos Psicóticos , Esquizofrenia , Cannabis/efeitos adversos , Estudos de Casos e Controles , Humanos , Testes Neuropsicológicos , Transtornos Psicóticos/complicações , Transtornos Psicóticos/psicologia , Esquizofrenia/complicações
16.
Hum Brain Mapp ; 43(10): 3130-3142, 2022 07.
Artigo em Inglês | MEDLINE | ID: mdl-35305545

RESUMO

Multi-site MRI datasets are crucial for big data research. However, neuroimaging studies must face the batch effect. Here, we propose an approach that uses the predictive probabilities provided by Gaussian processes (GPs) to harmonize clinical-based studies. A multi-site dataset of 216 Parkinson's disease (PD) patients and 87 healthy subjects (HS) was used. We performed a site GP classification using MRI data. The outcomes estimated from this classification, redefined like Weighted HARMonization PArameters (WHARMPA), were used as regressors in two different clinical studies: A PD versus HS machine learning classification using GP, and a VBM comparison (FWE-p < .05, k = 100). Same studies were also conducted using conventional Boolean site covariates, and without information about site belonging. The results from site GP classification provided high scores, balanced accuracy (BAC) was 98.39% for grey matter images. PD versus HS classification performed better when the WHARMPA were used to harmonize (BAC = 78.60%; AUC = 0.90) than when using the Boolean site information (BAC = 56.31%; AUC = 0.71) and without it (BAC = 57.22%; AUC = 0.73). The VBM analysis harmonized using WHARMPA provided larger and more statistically robust clusters in regions previously reported in PD than when the Boolean site covariates or no corrections were added to the model. In conclusion, WHARMPA might encode global site-effects quantitatively and allow the harmonization of data. This method is user-friendly and provides a powerful solution, without complex implementations, to clean the analyses by removing variability associated with the differences between sites.


Assuntos
Doença de Parkinson , Substância Cinzenta , Humanos , Aprendizado de Máquina , Imageamento por Ressonância Magnética/métodos , Neuroimagem/métodos , Doença de Parkinson/diagnóstico por imagem
17.
Span J Psychol ; 25: e7, 2022 Feb 07.
Artigo em Inglês | MEDLINE | ID: mdl-35129107

RESUMO

Emotion recognition has been traditionally measured trough the recognition of emotional expressions of static faces. Studies suggest that emotion recognition is progressively acquired from early stages in our infancy. However, the literature regarding other emotional domains such as voice or body movements is scarce. Additionally, the number of tools that integrate several domains is limited, especially in children and adolescents, and none of them tested in Spanish samples. Therefore, this study aimed to define the psychometric properties of the Bell-Lysaker Emotion Recognition Task (BLERT) and a new-designed alternate version providing normative data in Spanish children and adolescents (from 8 to 15 years old corresponding to 3th). Moreover, we aim to describe the emotional acquisition trajectory of children and adolescents with a tool that integrates voice, face expressions and body movements. For that purpose, BLERT was translated into Spanish (BLERT-SI) and an alternate version was created (BLERT-SII). A total of 545 children and adolescents from 8 to 15 year-old participated in the study (250 male/295 female). All participants fulfilled BLERT-SI and BLERT-SII within two weeks of difference. Order of presentation was counterbalanced. Results showed that BLERT-SI and SII have good internal consistency (α = .70 and 71 respectively). Test-retest reliability showed a moderate correlation (r = .45; p < .001). Percentages equivalences per age are provided. Age correlated with BLERT-SI (r = .31; p < .001) and BLERT-SII (r = .21; p < .001), showing a progressive acquisition and development of emotion recognition during this period. BLERT-SI and SII are useful tools when studying the follow-up of children and adolescents.


Assuntos
Expressão Facial , Reconhecimento Facial , Adolescente , Criança , Sinais (Psicologia) , Emoções , Feminino , Humanos , Masculino , Reprodutibilidade dos Testes , Percepção Social
18.
Span. j. psychol ; 25: e7, enero 2022.
Artigo em Inglês | IBECS | ID: ibc-207110

RESUMO

Emotion recognition has been traditionally measured trough the recognition of emotional expressions of static faces. Studies suggest that emotion recognition is progressively acquired from early stages in our infancy. However, the literature regarding other emotional domains such as voice or body movements is scarce. Additionally, the number of tools that integrate several domains is limited, especially in children and adolescents, and none of them tested in Spanish samples. Therefore, this study aimed to define the psychometric properties of the Bell-Lysaker Emotion Recognition Task (BLERT) and a new-designed alternate version providing normative data in Spanish children and adolescents (from 8 to 15 years old corresponding to 3th). Moreover, we aim to describe the emotional acquisition trajectory of children and adolescents with a tool that integrates voice, face expressions and body movements. For that purpose, BLERT was translated into Spanish (BLERT–SI) and an alternate version was created (BLERT–SII). A total of 545 children and adolescents from 8 to 15 year-old participated in the study (250 male/295 female). All participants fulfilled BLERT–SI and BLERT–SII within two weeks of difference. Order of presentation was counterbalanced. Results showed that BLERT–SI and SII have good internal consistency (α = .70 and 71 respectively). Test-retest reliability showed a moderate correlation (r = .45; p < .001). Percentages equivalences per age are provided. Age correlated with BLERT–SI (r = .31; p < .001) and BLERT–SII (r = .21; p < .001), showing a progressive acquisition and development of emotion recognition during this period. BLERT–SI and SII are useful tools when studying the follow-up of children and adolescents. (AU)


Assuntos
Humanos , Emoções , Expressão Facial , Reconhecimento Facial , Reprodutibilidade dos Testes , Percepção Social , Sinais (Psicologia)
19.
Eur J Neurosci ; 55(1): 264-276, 2022 01.
Artigo em Inglês | MEDLINE | ID: mdl-34738666

RESUMO

Lesch-Nyhan disease is a rare, sex-linked, genetic neurodevelopmental disorder that is characterized by hyperuricemia, dystonia, cognitive impairment and recurrent self-injury. We previously found reduced brain white matter volume in patients with Lesch-Nyhan disease compared with healthy adults using voxel-based morphometry. Here, we address the structural integrity of white matter via diffusion tensor imaging. We hypothesized that white matter integrity would be decreased in men with Lesch-Nyhan disease and to a lesser extent in men with a milder variant of the disease (Lesch-Nyhan variant) relative to healthy men. After acquiring diffusion-weighted brain images from Lesch-Nyhan disease (n = 5), Lesch-Nyhan variant (n = 6) and healthy participants (n = 10), we used both tract-based spatial statistics and a regions of interest approach to analyse between-group fractional anisotropy differences. We first replicated earlier findings of reduced intracranial, grey matter and white matter volumes in patients. We then discovered marked reductions of fractional anisotropy relative to the healthy control group. The Lesch-Nyhan disease group showed more pronounced reductions in white matter integrity than the Lesch-Nyhan variant group. In addition to whole brain fractional anisotropy group differences, reductions in white matter integrity were observed in the corpus callosum, corona radiata, cingulum, internal capsule and superior longitudinal fasciculus. Moreover, the variant group had attenuated dystonia severity symptoms and cognitive deficits. These findings highlight the need to better understand the role of white matter in Lesch-Nyhan disease.


Assuntos
Distonia , Síndrome de Lesch-Nyhan , Substância Branca , Adulto , Encéfalo/diagnóstico por imagem , Imagem de Tensor de Difusão/métodos , Humanos , Masculino , Substância Branca/diagnóstico por imagem
20.
NPJ Parkinsons Dis ; 7(1): 117, 2021 Dec 16.
Artigo em Inglês | MEDLINE | ID: mdl-34916518

RESUMO

Alterations in time-varying functional connectivity (FC) have been found in Parkinson's disease (PD) patients. To date, very little is known about the influence of sex on brain FC in PD patients and how this could be related to disease severity. The first objective was to evaluate the influence of sex on dynamic FC characteristics in PD patients and healthy controls (HC), while the second aim was to investigate the temporal patterns of dynamic connectivity related to PD motor and non-motor symptoms. Ninety-nine PD patients and sixty-two HC underwent a neuropsychological and clinical assessment. Rs-fMRI and T1-weighted MRI were also acquired. Dynamic FC analyses were performed in the GIFT toolbox. Dynamic FC analyses identified two States: State I, characterized by within-network positive coupling; and State II that showed between-network connectivity, mostly involving somatomotor and visual networks. Sex differences were found in dynamic indexes in HC but these differences were not observed in PD. Hierarchical clustering analysis identified three phenotypically distinct PD subgroups: (1) Subgroup A was characterized by mild motor symptoms; (2) Subgroup B was characterized by depressive and motor symptoms; (3) Subgroup C was characterized by cognitive and motor symptoms. Results revealed that changes in the temporal properties of connectivity were related to the motor/non-motor outcomes of PD severity. Findings suggest that while in HC sex differences may play a certain role in dynamic connectivity patterns, in PD patients, these effects may be overcome by the neurodegenerative process. Changes in the temporal properties of connectivity in PD were mainly related to the clinical markers of PD severity.

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