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There is growing evidence of disproportionate retinal thinning in schizophrenia, but doubts are still raised regarding its significance in the context of the neurobiology of the disease. Therefore, we examined whether these abnormalities are significantly associated with neurological soft signs (NSS) which are closely related to the risk of schizophrenia. This cross-sectional study analyzing linear correlations between variables involved 56 schizophrenia inpatients and 60 controls. The results confirmed such relationships, and only in the patient sample. In addition, retinal abnormalities and NSS were significantly correlated with duration of illness. These findings provide further evidence for linked neurodevelopmental and neurodegenerative aspects of schizophrenia.
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Esquizofrenia , Humanos , Esquizofrenia/fisiopatologia , Esquizofrenia/patologia , Esquizofrenia/complicações , Masculino , Feminino , Adulto , Estudos Transversais , Pessoa de Meia-Idade , Retina/patologia , Retina/diagnóstico por imagem , Tomografia de Coerência Óptica , Adulto JovemRESUMO
BACKGROUND: Current treatment of major depressive disorder (MDD) often does not achieve full remission of symptoms. Therefore, new forms of treatment and/or adjunct therapy are needed. Evidence has confirmed the modulation of the gut-brain-microbiota axis as a promising approach in MDD patients. The overall purpose of the SANGUT study-a 12-week, randomized, double-blind, and placebo-controlled Study Evaluating the Effect of Probiotic Supplementation on the Mental Status, Inflammation, and Intestinal Barrier in Major Depressive Disorder Patients Using Gluten-free or Gluten-containing Diet - is to determine the effect of interventions focused on the gut-brain-microbiota axis in a group of MDD patients. METHODS: A total of 120 outpatients will be equally allocated into one of four groups: (1) probiotic supplementation+gluten-free diet group (PRO-GFD), (2) placebo supplementation+ gluten-free diet group (PLA-GFD), (3) probiotic supplementation+ gluten containing diet group (PRO-GD), and (4) placebo supplementation+gluten containing diet group (PLA-GD). PRO groups will receive a mixture of psychobiotics (Lactobacillus helveticus R0052 and Bifidobacterium longum R0175), and GFD groups will follow a gluten-free diet. The intervention will last 12 weeks. The primary outcome measure is change in wellbeing, whereas the secondary outcome measures include physiological parameters. DISCUSSION: Microbiota and its metabolites have the potential to influence CNS function. Probiotics may restore the eubiosis within the gut while a gluten-free diet, via changes in the microbiota profile and modulation of intestinal permeability, may alter the activity of microbiota-gut-brain axis previously found to be associated with the pathophysiology of depression. It is also noteworthy that microbiota being able to digest gluten may play a role in formation of peptides with different immunogenic capacities. Thus, the combination of a gluten-free diet and probiotic supplementation may inhibit the immune-inflammatory cascade in MDD course and improve both psychiatric and gut barrier-associated traits. TRIAL REGISTRATION: NCT03877393 .
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Transtorno Depressivo Maior/fisiopatologia , Transtorno Depressivo Maior/psicologia , Dieta/métodos , Inflamação/prevenção & controle , Intestinos/microbiologia , Probióticos/farmacologia , Adulto , Dieta Livre de Glúten/métodos , Método Duplo-Cego , Feminino , Microbioma Gastrointestinal , Glutens/administração & dosagem , Humanos , Inflamação/fisiopatologia , Masculino , Probióticos/administração & dosagem , Estudos ProspectivosRESUMO
Depressive episodes are associated not only with changes in neurotransmission in the central nervous system, but also may lead to structural changes in the brain through neuroendocrine, inflammatory, and immunological mechanisms. The aim of this article is to present a new hypothesis connecting the inflammatory theory of depression with IgG food hypersensitivity and leaky gut syndrome. This new potential pathway that may mediate the pathogenesis of depression implies the existence of subsequent developmental stages. Overproduction of zonulin triggered, for example, by gliadin through activation of the epidermal growth factor receptor and protease-activated receptor causes loosening of the tight junction barrier and an increase in permeability of the gut wall ('leaky gut'). This results in a process allowing larger molecules that would normally stay in the gut to cross into the bloodstream and in the induction of IgG-dependent food sensitivity. This condition causes an increased immune response and consequently induces the release of proinflammatory cytokines, which in turn may lead to the development of depressive symptoms. It seems advisable to assess the intestinal permeability using as a marker, for example, zonulin and specific IgG concentrations against selected nutritional components in patients with depression. In the case of increased IgG concentrations, the implementation of an elimination-rotation diet may prove to be an effective method of reducing inflammation. This new paradigm in the pathogenesis of depressive disorders linking leaky gut, IgG-dependent food sensitivity, inflammation, and depression is promising, but still needs further studies to confirm this theory.
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Encéfalo/metabolismo , Hipersensibilidade Alimentar/dietoterapia , Imunoglobulina G/análise , Modelos Imunológicos , Modelos Neurológicos , Neurônios/metabolismo , Animais , Encéfalo/imunologia , Terapia Combinada , Transtorno Depressivo/etiologia , Transtorno Depressivo/imunologia , Transtorno Depressivo/fisiopatologia , Transtorno Depressivo/prevenção & controle , Dieta Livre de Glúten , Enterite/imunologia , Enterite/metabolismo , Enterite/fisiopatologia , Enterite/psicologia , Hipersensibilidade Alimentar/sangue , Hipersensibilidade Alimentar/imunologia , Hipersensibilidade Alimentar/psicologia , Humanos , Absorção Intestinal , Mucosa Intestinal/imunologia , Mucosa Intestinal/metabolismo , Mucosa Intestinal/fisiopatologia , Neurônios/imunologia , Permeabilidade , Hipersensibilidade a Trigo/sangue , Hipersensibilidade a Trigo/dietoterapia , Hipersensibilidade a Trigo/imunologia , Hipersensibilidade a Trigo/psicologiaRESUMO
AIMS: Patients with schizophrenia (SCH) show impaired verbal and non-verbal fluency. However, these individuals' fluctuations in words or designs generation efficiency over time, a phenomenon that may significantly affect fluency, have never been studied. Thus, the aim of this research was to investigate if individuals with SCH may present with alternations in the dynamics of the information production and its control as well as to test if the potential abnormalities in this regard might affect these patients' overall performance on both verbal and non-verbal fluency tasks. METHOD: Forty-four patients with SCH and 40 healthy controls (HC) completed both verbal (phonological, semantic) and non-verbal fluency tests. To analyse processing efficiency changes over time, the period in which subjects had to generate words or designs (60â s) has been divided into 15-s sections. RESULTS: In comparison to HCs, individuals with SCH obtained significantly lower total scores for all fluency measures. Furthermore, group differences in the dynamics of the test performance also emerged, with SCH patients having a significantly worse production during the initial 15â s of each fluency task. Additionally, the initial production deficiency seen in patients with SCH has accounted for these individuals' total performance. Moreover, comparisons of errors distribution over time during the phonemic and figural fluency performance also revealed differences, suggesting there was a rapid depletion in maintaining of cognitive control in the SCH sample. CONCLUSIONS: Inefficient fluency in SCH may arise from a more general initiation deficits that may partly account for these patients' cognitive problems.
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Atenção , Transtornos Cognitivos/fisiopatologia , Esquizofrenia/fisiopatologia , Distúrbios da Fala/fisiopatologia , Adulto , Estudos de Casos e Controles , Cognição , Transtornos Cognitivos/complicações , Feminino , Humanos , Linguística , Masculino , Pessoa de Meia-Idade , Testes Neuropsicológicos , Reprodutibilidade dos Testes , Esquizofrenia/complicações , Semântica , Distúrbios da Fala/complicações , Fatores de Tempo , Comportamento Verbal , Adulto JovemRESUMO
BACKGROUND: Processing speed turns out to be the central area of research on cognition in schizophrenia. So far the relationship between this dimension and the IQ level of patients and their healthy siblings has not been investigated. AIM: To investigate the differences in cognitive speed in patients with schizophrenia and their healthy siblings, and to determine whether cognitive speed as a covariate affects differences in IQ and cognitive profiles between groups. METHODS: Forty-seven inpatients diagnosed with schizophrenia according to DSM-IV (SCH) and their 36 healthy siblings (HSB) were tested with cognitive speed tasks according to Bartzokis et al. method and Wechsler Intelligence Scale. Additional control for the possible impact of antipsychotic drugs and selected demographic variables on the cognitive performance was taken into account. RESULTS: The siblings scored significantly higher in the cognitive speed task (p < 0.01) than patients, the WAIS-R cognitive test profiles were also significantly different in two ways: between groups, and between single test results in each of the assessed groups. The interaction effect: ANOVA, F(10, 770) = 2.798, p = 0.002. Similarly, the Performance and Full Scale IQs were significantly different, at p < 0.01. After controlling for cognitive speed, all significant differences no longer exist: e.g. Full Scale IQ, p = 0.459. CONCLUSIONS: Significant differences in cognitive speed between patients and their healthy siblings generate the differences in the cognitive profile assessed with Wechsler Intelligence Scale. Some problems of cognitive speed diagnosis and further research on the cognitive schizophrenia endophenotype were discussed.
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Disfunção Cognitiva/fisiopatologia , Inteligência/fisiologia , Esquizofrenia/fisiopatologia , Irmãos , Adulto , Disfunção Cognitiva/etiologia , Feminino , Humanos , Masculino , Esquizofrenia/complicações , Adulto JovemRESUMO
Kynurenic acid (KYNA) is a neuroactive metabolite of tryptophan formed in the brain and in the periphery, known to block ionotropic glutamate receptors and α7 nicotinic receptors, and to act as a ligand of G protein-coupled GPR35 receptors and human aryl hydrocarbon (AHR) receptors. KYNA seems to modulate a number of mechanisms involved in the pathogenesis of schizophrenia including dopaminergic transmission in mesolimbic and mesocortical areas or glutamatemediated neurotransmission. The kynurenine hypothesis of schizophrenia links the occurrence of positive and negative symptoms of schizophrenia and cognitive impairments characteristic for the disease with the disturbances of kynurenine pathway function. Available data suggest that antipsychotic drugs may restore balance among kynurenine pathway metabolites, and that co-administration of glycine with antipsychotics may reduce extrapyramidal symptoms in patients suffering from schizophrenia. Central level of KYNA may increase in the course of inflammation, which is consistent with the inflammatory hypothesis of schizophrenia. Alterations of immune response and disturbed functioning of kynurenine pathway may lead to disproportion between neuroprotective and neurotoxic mechanisms in the brain. Currently, intense research efforts are focused on the role of kynurenine pathway metabolites in pathogenesis of schizophrenia, their association with the response to antipsychotic treatment, and search for novel medications modulating the function of kynurenine pathway.
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Antipsicóticos/uso terapêutico , Encéfalo/metabolismo , Ácido Cinurênico/farmacologia , Esquizofrenia/etiologia , Fatores de Transcrição Hélice-Alça-Hélice Básicos/agonistas , Encéfalo/efeitos dos fármacos , Humanos , Ácido Cinurênico/metabolismo , Antagonistas Nicotínicos/farmacologia , Receptores de Hidrocarboneto Arílico/agonistas , Receptores Ionotrópicos de Glutamato/antagonistas & inibidores , Receptores Nicotínicos , Esquizofrenia/tratamento farmacológico , Esquizofrenia/metabolismoRESUMO
UNLABELLED: Violence against women has many various short- and long-term effects. Although violence by an intimate partner has been widely documented, still little is known about its long-term somatic consequences for the victim. THE AIM: of the study was to examine the prevalence of intimate partner violence (IPV) among patients seeing a general practitioner as well as to determine relationships between IPV and somatic complaints other than direct somatic consequences (such as injuries), including somatic diseases and healthcare services use. MATERIALS AND METHODS: The study sample comprised 151 women seeing a family doctor consecutively. The participants were administered a structured interview questionnaire developed for the purpose of this study. RESULTS: The prevalence of IPV for the total sample of primary health care female patients was 35.1% during 12 months preceding the examination. Compared to patients with no violence history, those experiencing IPV reported significantly more physical complaints and symptoms, particularly about cardiovascular, nervous, digestive and genitourinary systems. They were also at a higher risk of developing numerous diseases, with the greatest risk of peptic ulcer (OR, 6.62), and ischaemic heart disease (OR, 5.98). IPV victims were also more likely to seek help of a family doctor and the following specialists: neurologist (OR, 3.88), cardiologist (OR, 4.01), gastroenterologist (OR, 4.51), psychiatrist (OR, 2.43), endocrinologist (OR, 1.6), and pulmonologist (OR, 1.2). They were also more likely to use emergency department (OR, 3.23) and require hospitalization (OR, 3.61). CONCLUSIONS: It is recommended that the medical interview should include questions referring to violence, especially in case of patients reporting various symptoms about different systems and organs that have no medical explanation, or symptoms with intensity greater than it should be given the patients' actual physical state.
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Violência por Parceiro Íntimo/estatística & dados numéricos , Transtornos Somatoformes/etiologia , Feminino , Humanos , Isquemia Miocárdica/epidemiologia , Isquemia Miocárdica/etiologia , Úlcera Péptica/epidemiologia , Úlcera Péptica/etiologia , Polônia , Prevalência , Atenção Primária à Saúde , Transtornos Somatoformes/epidemiologia , Inquéritos e QuestionáriosRESUMO
Our study aimed to verify the possibilities of effectively applying chronnectomics methods to reconstruct the dynamic processes of network transition between three types of brain states, namely, eyes-closed rest, eyes-open rest, and a task state. The study involved dense EEG recordings and reconstruction of the source-level time-courses of the signals. Functional connectivity was measured using the phase lag index, and dynamic analyses concerned coupling strength and variability in alpha and beta frequencies. The results showed significant and dynamically specific transitions regarding processes of eyes opening and closing and during the eyes-closed-to-task transition in the alpha band. These observations considered a global dimension, default mode network, and central executive network. The decrease of connectivity strength and variability that accompanied eye-opening was a faster process than the synchronization increase during eye-opening, suggesting that these two transitions exhibit different reorganization times. While referring the obtained results to network studies, it was indicated that the scope of potential similarities and differences between rest and task-related networks depends on whether the resting state was recorded in eyes closed or open condition.
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Encéfalo , Eletroencefalografia , Humanos , Masculino , Feminino , Adulto , Encéfalo/fisiologia , Adulto Jovem , Rede Nervosa/fisiologia , Descanso/fisiologiaRESUMO
Background: Anorexia nervosa (AN) is a life-threatening disease with a low effectiveness of treatment. The high relapse and mortality rate indicate new treatment approaches are needed. Here, we represent the protocol for randomized clinical trial (RCT) of transcranial direct current stimulation (tDCS) efficiency in the AN treatment. The main purpose of the 3-week RCT is to determine the effect of tDCS on the mental state and advances in nutritional rehabilitation in patients with AN. Methods: 50 female inpatients (13-25 years old, body mass index (BMI) 17.5 kg/m2 or less) will be randomly allocated into groups: active (n=25) and sham (n=25) tDCS. Thirty 25-minute tDCS sessions (applied current at 2mA) will be given to DLPFC (F3 anode/F4 cathode) twice a day for 3 weeks on working days parallel to treatment as usual. The primary outcome measures include changes in symptoms related to eating disorders, as assessed by the Eating Attitudes Test (EAT-26), following tDCS sessions over a 3-week trial period. The secondary outcome measures include changes in: brain bioelectric activity, anthropometric measurements, mood, nutritional status, neurocognition, psychological symptoms, selected biological markers related to stress, food intake, inflammation and neurotrophins. Discussion: This paper describes the evaluation of a 3-week tDCS-based intervention for AN patients. The study design was developed by a multidisciplinary research team to assess the treatment effect, taking into account various types of variables. This approach could help in better understanding the potential therapeutic tDCS strategy in AN. Clinical trial registration: www.ClinicalTrials.gov, identifier NCT05814458.
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UNLABELLED: Despite rapid development of research on social cognition (SC) impairments in schizophrenia, efforts are still made to generate new, broader theoretical models which include the neural network approach to those dysfunctions. The aim of this study was the evaluation of the structure of SC in patients with schizophrenia in comparison to healthy subjects. METHODS: The studied groups consisted of 55 subjects: 30 patients with paranoid schizophrenia according to DSM-IV criteria, and 25 control healthy subjects matched for age, gender and education to the clinical group. In order to assess processes of SC, a battery of tests was administered: Theory of Mind Picture Stories to assess theory of mind, trials "Faces" (from Ekman and Friesen's set of emotional expressions) and "Figures" (from the publication by Argyle) to evaluate recognition of emotions from facial and gesture expression. The methods included also an assessment of self-criticism (insight) relating to the subject's processes of SC. RESULTS: The level of efficacy of SC was lower in the patients compared to the controls. In the clinical group, theory of mind was the most important factor for the overall level of SC and its impairments. There was inadequate, decreased patients' self-criticism regarding their execution of SC tests. The insight did not correlate with any other SC variables in the clinical group. In general, the group characterized by lower integration of social cognitive processes, also obtained lower scores in individual dimensions of SC. CONCLUSIONS: The structure of social cognitive processes in schizophrenic group, unlike in healthy subjects, shows characteristics of generalized disintegration.
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Transtornos Cognitivos/etiologia , Esquizofrenia Paranoide/complicações , Autoeficácia , Comportamento Social , Percepção Social , Adulto , Estudos de Casos e Controles , Cognição , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Reconhecimento Psicológico , Psicologia do Esquizofrênico , Adulto JovemRESUMO
Previous studies evaluating the morphology of the selected retinal layers in schizophrenia showed abnormalities regarding macular thickness, retinal nerve fiber layer (RNLF), and ganglion cell complex (GCC). Concurrently, accumulating neuroimaging results suggest that structural alterations of the brain in this disease might be an effect of accelerated aging. Referring to these findings, we aimed to determine whether the thinning of the retinal layers assessed with the optic coherence tomography (OCT) in a group of schizophrenia patients (n = 60) presents a significant age-related decrease exceeding potential changes noted in the control group (n = 61). Samples of patients and controls were divided into three age subgroups, namely, younger, middle-aged, and older participants. OCT outcomes, such as macular thickness and volume, macular RNFL, peripapillary RNFL, and GCC, were analyzed concerning a diagnosis status (controls vs. patients) and age subgroups. Additionally, associations between retinal parameters, age, and selected cognitive functions were evaluated. post-hoc tests revealed that macular thickness and volume in patients undergo significant age-dependent thinning, which was not observed in the control group. Regression analyses confirmed the association between macular morphology and age. Selected speed-dependent cognitive functions in patients decreased significantly with age, and these features were also significantly associated with some OCT outcomes also after controlling for antipsychotic treatment. Our results suggest that reduced measures of retinal structure detected in schizophrenia may be an effect of accelerated aging; however, further research is needed using computational solutions derived from brain imaging studies based on large datasets covering representatives of all age groups.
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Modern computational solutions used in the reconstruction of the global neuronal network arrangement seem to be particularly valuable for research on neuronal disconnection in schizophrenia. However, the vast number of algorithms used in these analyses may be an uncontrolled source of result inconsistency. Our study aimed to verify to what extent the characteristics of the global network organization in schizophrenia depend on the inclusion of a given type of functional connectivity measure. Resting-state EEG recordings from schizophrenia patients and healthy controls were collected. Based on these data, two identical procedures of graph-theory-based network arrangements were computed twice using two different functional connectivity measures (phase lag index, PLI, and phase locking value, PLV). Two series of between-group comparisons regarding global network parameters calculated on the basis of PLI or PLV gave contradictory results. In many cases, the values of a given network index based on PLI were higher in the patients, and the results based on PLV were lower in the patients than in the controls. Additionally, selected network measures were significantly different within the patient group when calculated from PLI or PLV. Our analysis shows that the selection of FC measures significantly affects the parameters of graph-theory-based neuronal network organization and might be an important source of disagreement in network studies on schizophrenia.
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INTRODUCTION AND OBJECTIVE: Various types of social media (SM) have recently played a huge role in shaping the world and one's self-esteem. Previous research on this issue has shown that frequent use of MS leads to the creation of unrealistic body image ideals. Time spent on SM is sometimes associated with increased body dissatisfaction, which could negatively affect sex life. OBJECTIVE: The aim of this STROBE (Strengthening the Reporting of Observational Studies)-compliant cross-sectional and web-based study was to determine the relationship between MS use by young women in Poland and various aspects of their sexuality, such as self-perception, self-esteem, and satisfaction with their sex lives. MATERIAL AND METHODS: A group of 1,258 young women aged 18-35 who use SM completed an online survey containing questions about socio-demographic data, SM use and questionnaires: Self-Esteem and Appearance Scale (BESAA), Self-Awareness of Own Body Scale (BISC) Women's Sexual Satisfaction Scale (SSS-W). RESULTS: There was a significant relationship between time spent in SM and women's self-perception (p<0.001). The longer the time spent on SM, the lower the evaluation of one's own body, as well as lower satisfaction with sexual life (p=0.013). Comparing oneself and being compared to those seen on SM, significantly predicts the level of satisfaction with body evaluation and appearance (p<0.001), body image disturbance (p<0.001), and sexual satisfaction (p<0.001), significantly explains the final score of the BESAA (20%), BISC (16.2%) and SSS-W (4%) scales. CONCLUSIONS: The study revealed the need to raise awareness among young women about the negative impact of SM on self-esteem and body image. It is necessary to educate how much self-esteem and sexual satisfaction are affected by the phenomenon of comparing oneself to influencers seen on SM, as well as being compared by others.
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Mídias Sociais , Humanos , Feminino , Polônia , Estudos Transversais , Comportamento Sexual , Imagem Corporal , Autoimagem , Inquéritos e Questionários , Satisfação PessoalRESUMO
When performing cognitively demanding tasks, people tend to experience momentary distractions or personal associations that intercept their stream of consciousness. This phenomenon is known as Mind Wandering (MW) and it has become a subject of neuroscientific investigations. Off-task thoughts can be analyzed during task performance, but currently, MW is also understood as a dimension of individual differences in cognitive processing. We wanted to recognize the intrinsically-organized functional networks that could be considered the neuronal basis for MW dispositional variability. To achieve this goal we recruited a group of normal adults, and eventually divided the group in half, based on participants' scores on the scale measuring dispositional MW. Next, these groups were compared regarding the arrangement of preselected intrinsic functional networks, which were reconstructed based on multi-channel signal-source resting-state EEG. It appeared that subjects who tend to mind wander often exhibited decreased synchronization within the default mode network, and, simultaneously, strengthened connectivity between 'on-task' networks of diverse functional specificity. Such within- and between networks integrity patterns might suggest that greater Mind Wanderers present an atypical organization of resting-state brain activity, which may translate into attenuated resources needed to maintain attentional control in task-related conditions.
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Cognição , Eletroencefalografia , HumanosRESUMO
The study is focused on applying ex-Gaussian parameters of eye-tracking and cognitive measures in the classification process of cognitive workload level. A computerised version of the digit symbol substitution test has been developed in order to perform the case study. The dataset applied in the study is a collection of variables related to eye-tracking: saccades, fixations and blinks, as well as test-related variables including response time and correct response number. The application of ex-Gaussian modelling to all collected data was beneficial in the context of detection of dissimilarity in groups. An independent classification approach has been applied in the study. Several classical classification methods have been invoked in the process. The overall classification accuracy reached almost 96%. Furthermore, the interpretable machine learning model based on logistic regression was adapted in order to calculate the ranking of the most valuable features, which allowed us to examine their importance.
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Aggrandized fluctuations in the series of reaction times (RTs) are a very sensitive marker of neurocognitive disorders present in neuropsychiatric populations, pathological ageing and in patients with acquired brain injury. Even though it was documented that processing inconsistency founds a background of higher-order cognitive functions disturbances, there is a vast heterogeneity regarding types of task used to compute RT-related variability, which impedes determining the relationship between elementary and more complex cognitive processes. Considering the above, our goal was to develop a relatively new assessment method based on a simple reaction time paradigm, conducive to eliciting a controlled range of intra-individual variability. It was hypothesized that performance variability might be induced by manipulation of response-stimulus interval's length and regularity. In order to verify this hypothesis, a group of 107 healthy students was tested using a series of digitalized tasks and their results were analyzed using parametric and ex-Gaussian statistics of RTs distributional markers. In general, these analyses proved that intra-individual variability might be evoked by a given type of response-stimulus interval manipulation even when it is applied to the simple reaction time task. Collected outcomes were discussed with reference to neuroscientific concepts of attentional resources and functional neural networks.
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In this study, we focused on the verification of suitable aggregation operators enabling accurate differentiation of selected neurophysiological features extracted from resting-state electroencephalographic recordings of patients who were diagnosed with schizophrenia (SZ) or healthy controls (HC). We built the Choquet integral-based operators using traditional classification results as an input to the procedure of establishing the fuzzy measure densities. The dataset applied in the study was a collection of variables characterizing the organization of the neural networks computed using the minimum spanning tree (MST) algorithms obtained from signal-spaced functional connectivity indicators and calculated separately for predefined frequency bands using classical linear Granger causality (GC) measure. In the series of numerical experiments, we reported the results of classification obtained using numerous generalizations of the Choquet integral and other aggregation functions, which were tested to find the most appropriate ones. The obtained results demonstrate that the classification accuracy can be increased by 1.81% using the extended versions of the Choquet integral called in the literature, namely, generalized Choquet integral or pre-aggregation operators.
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High-grade gliomas are infrequent in the pediatric population compared to adults, nevertheless, mortality and morbidity caused by malignant gliomas in this group of patients remain significant. PD-L1 and PD-1 Immune checkpoints (IC) molecules maintain immunological balance between activation and suppression. Eighteen patients with a histopathological diagnosis of pediatric glioblastoma multiforme (GBM, WHO IV) were studied. In total, PD-L1 expression was detected in 8 patients (44%). The molecular aspect of IC and immunotherapy targeted on PD-1/PD-L1 axis in pediatric population may be a promising adjuvant therapy in pediatric glioblastoma multiform treatment, however, this subject requires further investigation.
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Examining individuals with Leber's hereditary optic neuropathy (LHON) provides a rare opportunity to understand how changes in mitochondrial DNA and loss of vision can be related to changes in organization of the whole-brain structural network architecture. In comparison with the previous neuroimaging studies with LHON participants, which were focused mainly on analyzing changes which occur in different areas of the patient's brain, network analysis not only makes it possible to observe single white matter fibers' aberrations but also the whole-brain nature of these changes. The purpose of our study was to better understand whole-brain neural network changes in LHON participants and see the correlation between the clinical data and the changes. To achieve this, we examined fifteen LHON patients and seventeen age-matched healthy subjects with the usage of ultra-high filed 7T magnetic resonance imaging (MRI). Basing on the analysis on MRI diffusion tensor imaging (DTI) data, whole-brain structural neural networks were reconstructed with the use of the minimum spanning tree algorithm (MST) for every participant. Our results revealed that the structural network in LHON participants was altered at both the local and the global level. The global network structures of LHON subjects were less centralized with path-like organization and there was an imbalance in the main hub centrality. Moreover, the inspection of nodes and hubs in terms of their anatomical placement revealed that in the LHON participants the prominent hubs were located within the basal ganglia (i.e. bilateral caudate, left pallidum), which differed them from healthy controls. An analysis of the relationships between the global MST metrics and LHON participants' clinical characteristics revealed significant correlations between the global network metrics and the duration of illness. Furthermore, the nodal parameters of the optic chiasm were significantly correlated with the duration of illness and the averaged thickness of the right retinal nerve fiber layer (RNFL). These findings clearly showed that the progression of the disease is accompanied by alterations within the brain network structure and its efficiency.
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Imagem de Difusão por Ressonância Magnética , Atrofia Óptica Hereditária de Leber , Imagem de Tensor de Difusão , Humanos , Imageamento por Ressonância Magnética , Atrofia Óptica Hereditária de Leber/diagnóstico por imagem , RetinaRESUMO
BACKGROUND: An electroencephalogram (EEG) is a simple and widely used assessment tool that allows one to analyze the bioelectric activity of the brain. As a result, one can observe brain waves with different frequencies and amplitudes that correspond to the temporary synchronization of different parts of the brain. Synchronization patterns may be changed by almost any type of pathological conditions, such as psychiatric diseases and structural abnormalities of the brain tissue. In various neuropsychiatric disorders, the coordination of cortical activity may be decreased or enhanced as a result of neurobiological compensatory mechanisms. METHODS: In this paper, we analyzed the EEG signals in resting-state condition, with reference to three patients with a similar set of psychopathological symptoms typical for the first psychotic episode, but with different functional and structural neural basis of the disease. Additionally, those patients were compared with a demographically matched healthy individual. We used the non-linear method of time series analysis based on the recurrences of states, to verify whether functional connectivity configurations assessed with recurrence method will qualitatively distinguish patients from a healthy subject, but also differentiate patients from each other. RESULTS: Obtained results confirmed that the connectivity architecture mapped with the recurrence analysis substantially differentiated all participants from each other. An applied analysis additionally showed the specificity of cortical desynchronization and over-synchronization matched to the psychiatric or neurological basis of the disease. Despite this encouraging finding, group-oriented studies are needed to corroborate our qualitative results, based only on a series of clinical case studies.