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1.
Sensors (Basel) ; 24(2)2024 Jan 05.
Artículo en Inglés | MEDLINE | ID: mdl-38257423

RESUMEN

The fusion of electroencephalography (EEG) with machine learning is transforming rehabilitation. Our study introduces a neural network model proficient in distinguishing pre- and post-rehabilitation states in patients with Broca's aphasia, based on brain connectivity metrics derived from EEG recordings during verbal and spatial working memory tasks. The Granger causality (GC), phase-locking value (PLV), weighted phase-lag index (wPLI), mutual information (MI), and complex Pearson correlation coefficient (CPCC) across the delta, theta, and low- and high-gamma bands were used (excluding GC, which spanned the entire frequency spectrum). Across eight participants, employing leave-one-out validation for each, we evaluated the intersubject prediction accuracy across all connectivity methods and frequency bands. GC, MI theta, and PLV low-gamma emerged as the top performers, achieving 89.4%, 85.8%, and 82.7% accuracy in classifying verbal working memory task data. Intriguingly, measures designed to eliminate volume conduction exhibited the poorest performance in predicting rehabilitation-induced brain changes. This observation, coupled with variations in model performance across frequency bands, implies that different connectivity measures capture distinct brain processes involved in rehabilitation. The results of this paper contribute to current knowledge by presenting a clear strategy of utilizing limited data to achieve valid and meaningful results of machine learning on post-stroke rehabilitation EEG data, and they show that the differences in classification accuracy likely reflect distinct brain processes underlying rehabilitation after stroke.


Asunto(s)
Afasia , Encéfalo , Humanos , Aprendizaje Automático , Memoria a Corto Plazo , Electroencefalografía
2.
J Ment Health ; 30(1): 88-96, 2021 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-31347421

RESUMEN

BACKGROUND: Many risk factors lead to opioid use and drug-related problems. One of the challenges to understand behavioural factors, drug problems and psychopathology is to identify biological markers that are suitable for research on broad substance abuse and dependence involving human participants. AIMS: The study has examined the relationships between the self-reported childhood history of trauma, parental bonding, psychopathology, impulsivity, current resiliency, two neuropeptides, possible markers of behaviour and emotion regulation, and severity of drug-related problems. METHODS: One hundred and sixty-seven individuals with a history of opioid use completed questionnaires. Serum neuropeptide Y (NPY) and substance P (SP) levels were analysed. Moderating and mediating relationships between variables were examined using structural equation modelling (SEM). RESULTS: Antisocial features, depression, impulsivity, SP, NPY, emotional neglect and resilience are associated with severity of drug-related problems. SP is associated with antisocial personality traits. CONCLUSIONS: The novelty of this study is the proposed possible link between biochemical markers, antisocial features and behavioural and emotional regulation. Serum NPY and SP levels have a potential to be used as a biomarker in opioid users before and in the treatment process to account for interactions between biological vulnerabilities and childhood risk factors in predicting behavioural adjustment and more severe drug-related problems.


Asunto(s)
Salud Mental , Trastornos Relacionados con Sustancias , Adulto , Niño , Maltrato a los Niños , Femenino , Humanos , Masculino , Neuropéptido Y/sangre , Apego a Objetos , Padres , Autoinforme , Sustancia P/sangre
3.
Eur Addict Res ; 24(4): 189-200, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-30134233

RESUMEN

BACKGROUND: This study has examined the relationships and interactions between serum brain-derived neurotrophic factor (BDNF) levels, BDNF Val66Met polymorphism and self-reported risk-taking behaviour in individuals with a history of heroin use undergoing outpatient treatment in comparison to healthy individuals. METHODS: We enrolled 167 heroin users and 86 healthy subjects and examined serum BDNF levels, Val66Met polymorphism, and personal characteristics using Connor Davidson Resilience Scale, Risk-taking (RT) propensity questionnaire, and Personality Assessment Inventory. RESULTS: Heroin users had significantly higher serum BDNF levels than controls. In addition, serum BDNF levels were significantly higher in Val/Val carriers than in Met/Val or Met/Met in all recruited subjects. Furthermore, a stepwise multiple regression analysis of serum BDNF levels as a dependent variable with related factors showed that in heroin users, Alcohol Use Disorder Identification Test score, anxiety and RT score were found as independent contributors to serum BDNF levels. When performing gene-environment interaction it was additionally found that heroin users with self-reported high risk-taking behaviour had significantly lower levels of serum BDNF among heroin users with the Met allele. CONCLUSIONS: These results indicate that genetic variant Met66 decreased the serum BDNF levels in combination with self-reported risk-taking propensity among heroin users. If results of future work confirm the influence of this combined effect between neurotrophic genotype and risk-taking behaviour, 66Met carriers might require higher levels of intervention to overcome their drug use pattern and risky behaviour.


Asunto(s)
Factor Neurotrófico Derivado del Encéfalo/sangre , Dependencia de Heroína/sangre , Dependencia de Heroína/genética , Metionina/genética , Polimorfismo de Nucleótido Simple/genética , Asunción de Riesgos , Valina/genética , Adulto , Biomarcadores/sangre , Femenino , Humanos , Masculino , Adulto Joven
4.
J Cardiovasc Pharmacol ; 68(1): 74-80, 2016 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-27010807

RESUMEN

Treatment with low, subtherapeutic doses of statins and sartans expresses beneficial pleiotropic effects on the arterial wall. The present study explored whether these effects depend on treatment duration. Wistar rats were randomly divided into 4 groups and received low-dose atorvastatin, low-dose losartan, their combination, or saline (control) daily. After 4, 6, 8, and 10 weeks of treatment, the animals were anesthetized, blood samples taken, and hearts and thoracic aortas isolated. Thoracic aorta endothelium-dependent relaxation and parameters of the isolated heart exposed to ischemic-reperfusion injury were assessed along with blood serum parameters and vasoactive genes expression. Low-dose atorvastatin, losartan, and especially their combination showed the characteristic time dependency of all studied parameters (thoracic aorta relaxation, isolated heart parameters, C-reactive protein values, genes encoding endothelial nitric oxide synthase, and CD40). The peak in efficacy was observed after 6 weeks of treatment and subsequently steadily declined. The peak versus control values were significant for all measured parameters. Only a combination of atorvastatin and losartan increased nitric oxide and decreased asymmetric dimethylarginine. A characteristic time-dependent "rise-peak-fall" pattern of the cardiovascular pleiotropic effects of statins and sartans in subtherapeutic low doses was revealed. Evidently, resistance to the explored treatment occurs after a certain period.


Asunto(s)
Bloqueadores del Receptor Tipo 1 de Angiotensina II/administración & dosificación , Atorvastatina/administración & dosificación , Sistema Cardiovascular/efectos de los fármacos , Inhibidores de Hidroximetilglutaril-CoA Reductasas/administración & dosificación , Losartán/administración & dosificación , Daño por Reperfusión Miocárdica/tratamiento farmacológico , Animales , Aorta Torácica/efectos de los fármacos , Aorta Torácica/fisiopatología , Arginina/análogos & derivados , Arginina/sangre , Antígenos CD40/genética , Antígenos CD40/metabolismo , Sistema Cardiovascular/metabolismo , Sistema Cardiovascular/fisiopatología , Proteínas Portadoras/metabolismo , Circulación Coronaria/efectos de los fármacos , Modelos Animales de Enfermedad , Quimioterapia Combinada , Endotelio Vascular/efectos de los fármacos , Endotelio Vascular/fisiopatología , Femenino , Preparación de Corazón Aislado , Masculino , Daño por Reperfusión Miocárdica/genética , Daño por Reperfusión Miocárdica/metabolismo , Daño por Reperfusión Miocárdica/fisiopatología , Miocardio/metabolismo , Óxido Nítrico/sangre , Óxido Nítrico Sintasa de Tipo III/genética , Óxido Nítrico Sintasa de Tipo III/metabolismo , Ratas Wistar , Factores de Tiempo , Vasodilatación/efectos de los fármacos
5.
Am J Orthod Dentofacial Orthop ; 148(6): 1017-25, 2015 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-26672708

RESUMEN

INTRODUCTION: Type 2 diabetes is known to affect bone metabolism. In this study, we aimed to determine the effects of type 2 diabetes on bone remodeling during orthodontic tooth movement. METHODS: The 48 rats were divided into 4 groups: Wistar control group (n = 8), Goto-Kakizaki (GK) control group (n = 8), Wistar appliance group (n = 16), and GK appliance group (n = 16). The distances between the teeth were measured weekly. On day 42, maxillary alveolar bone specimens were obtained for histologic evaluation and determination of the gene expression levels of the receptor activator of nuclear factor Ò¡B (RANK), RANK ligand (RANKL), and osteoprotegerin (OPG). RESULTS: No significant difference was observed in the levels of tooth movement between the 2 appliance groups. After orthodontic force application, the alveolar bone volume and osteoblast surface in the GK rats were diminished compared with those in the Wistar rats. The increase in the osteoclast surface relative to the control groups was 2.4-fold greater in the GK rats than in the Wistar rats. Significant upregulations of the RANK and OPG gene expression levels in the Wistar appliance group were observed. The RANKL/OPG ratio was increased in the GK appliance group compared with the Wistar appliance group. CONCLUSIONS: Diminished bone formation and slightly increased bone resorption were observed during orthodontic tooth movement in the rats with type 2 diabetes.


Asunto(s)
Remodelación Ósea/fisiología , Diabetes Mellitus Tipo 2/complicaciones , Técnicas de Movimiento Dental/métodos , Proceso Alveolar/patología , Animales , Resorción Ósea/fisiopatología , Diabetes Mellitus Tipo 2/fisiopatología , Modelos Animales de Enfermedad , Incisivo/patología , Maxilar/patología , Diente Molar/patología , Tamaño de los Órganos , Alambres para Ortodoncia , Osteoblastos/patología , Osteoclastos/patología , Osteogénesis/fisiología , Osteoprotegerina/análisis , Ligando RANK/análisis , Ratas , Ratas Endogámicas , Ratas Wistar , Receptor Activador del Factor Nuclear kappa-B/análisis , Técnicas de Movimiento Dental/instrumentación , Regulación hacia Arriba
6.
Heart Vessels ; 28(2): 246-54, 2013 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-22610592

RESUMEN

Statins and angiotensin receptor blockers at therapeutic doses have beneficial cardiovascular effects, which can be applied for cardiovascular protection. We explored whether low doses of atorvastatin, losartan, and particularly their combination, possess important pleiotropic vasodilatory effects. Wistar rats were treated daily with low-dose atorvastatin (2 mg/kg, n = 15), low-dose losartan (5 mg/kg, n = 15), their combination (n = 15), or saline (n = 15). After 4, 6, or 8 weeks the animals were anesthetized, blood samples taken, and their hearts and thoracic aortas isolated. Two kinds of experiments were performed: the measurement of coronary flow rate after ischemia/reperfusion myocardial injury and endothelium-dependent relaxation of thoracic aorta. In both models, maximal vasodilation activity was obtained in rats treated for 6 weeks. In the ischemia/reperfusion myocardial injury model, coronary flow increased (atorvastatin or losartan 1.9-fold, P < 0.01; combination 2.4-fold, P < 0.001) compared with controls. In the thoracic aorta model, endothelium-dependent relaxation significantly increased only in the combination group compared with the control group (up to 1.4-fold; P < 0.01). Simultaneously, we detected increased anti-inflammatory activity and increased nitric oxide concentration, but no changes in lipids and blood pressure. In a rat model we showed important vasodilatory activity of low-dose atorvastatin, losartan, and particularly their combination. The effects of the low-dose combination were accompanied by, and probably at least partly achieved by, anti-inflammatory and nitric oxide pathways. Overall, these results could be valuable for the development of new vascular protective strategies focusing on a low-dose regimen of statins and sartans, and particularly their combination.


Asunto(s)
Bloqueadores del Receptor Tipo 1 de Angiotensina II/administración & dosificación , Aorta Torácica/efectos de los fármacos , Corazón/efectos de los fármacos , Ácidos Heptanoicos/administración & dosificación , Inhibidores de Hidroximetilglutaril-CoA Reductasas/administración & dosificación , Losartán/administración & dosificación , Daño por Reperfusión Miocárdica/tratamiento farmacológico , Pirroles/administración & dosificación , Vasodilatadores/administración & dosificación , Animales , Atorvastatina , Biomarcadores/sangre , Presión Sanguínea/efectos de los fármacos , Circulación Coronaria/efectos de los fármacos , Modelos Animales de Enfermedad , Relación Dosis-Respuesta a Droga , Esquema de Medicación , Quimioterapia Combinada , Femenino , Corazón/fisiopatología , Masculino , Daño por Reperfusión Miocárdica/fisiopatología , Perfusión , Ratas , Ratas Wistar , Factores de Tiempo , Vasodilatación/efectos de los fármacos
7.
Cancer Med ; 12(2): 1685-1708, 2023 01.
Artículo en Inglés | MEDLINE | ID: mdl-35789072

RESUMEN

BACKGROUND: In recent years, authors have repeatedly reported on the significance of social support in cancer survival. Although overall the studies appear to be convincing, little is known about which types of social support promote better survival rates, and which subgroups of cancer patients are more susceptible to the benefits of it. The aim of this study was to identify, organize, and examine studies reporting on the significance of social support in cancer survival. METHODS: The PubMed, CINAHL and EBSCO databases were searched using the keywords social support/marital status, cancer, and survival/mortality. Where possible we used a meta-analytical approach, specifically a random effect model, in order to combine the results of the hazard ratios in studies from which this information could be obtained. When interpreting clinical relevance, we used the number needed to treat (NNT). RESULTS: Better survival was observed in married patients when compared to unmarried (single, never-married, divorced/separated, and widowed) in overall and cancer-specific survival. Gender group differences showed that the association was statistically significant only in cancer-specific survival when comparing divorced/separated male and female cancer patients (p < 0.001), thus confirming results from the previous meta-analysis. CONCLUSIONS: Being unmarried is associated with significantly worse overall and cancer-specific survival. The most vulnerable group found in our study were divorced/separated men. The results of this review can motivate physicians, oncologists, and other healthcare professionals to be aware of the importance of patients' social support, especially in the identified sub-group.


Asunto(s)
Neoplasias , Humanos , Masculino , Femenino , Estado Civil , Neoplasias/terapia , Divorcio , Persona Soltera , Modelos de Riesgos Proporcionales
8.
Front Mol Neurosci ; 16: 1277958, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-38025265

RESUMEN

Introduction: Pituitary adenylate cyclase-activating peptide (PACAP) is a stress-related neuropeptide that is produced in several brain areas. It acts by 3 receptors: PACAP type-1 (PAC1), vasoactive intestinal peptide (VIP) -1 and -2 (VPAC1 and 2). Data on polymorphisms in PACAP and PAC1 indicate a relationship of the PACAP system with schizophrenia (SCZ). Methods: The prefrontal cortex was chosen to measure PACAP-gene related expression changes, since this is a central structure in the symptoms of schizophrenia (SCZ). We investigated alterations in the expression of the PACAP-related genes by qPCR in the human dorsolateral prefrontal cortex (DLPFC) and anterior cingulate cortex (ACC) of 35 SCZ patients and 34 matched controls in relation to SCZ, suicide, gender and medication. Results: The ACC revealed an upregulation in PACAP, PAC1, VPAC1 and VPAC2 in SCZ suicide (S) completers compared to controls. An increase in PACAP, VPAC1 and VPAC2 expression was also present in the ACC in SCZ-S compared to SCZ patients who died naturally (SCZ-N). In the DLPFC, an increase in PAC1 was found in SCZ-N patients compared to SCZ-S and controls. Moreover, an increase in all PACAP-related genes was present in SCZ-N male patients compared to SCZ-N females. Concluding, expression changes were found in PACAP-related genes in relation to SCZ, suicide and gender. In particular, there was a higher PACAP-related gene expression in SCZ patients in the ACC in relation to suicide and in DLPFC in relation to SCZ. Discussion: These findings suggest a potential link between PACAP and the pathophysiology of SCZ and suicide. Further research is needed to understand the functional significance and potential clinical applications of these changes.

9.
Biomol Biomed ; 23(1): 114-125, 2023 Feb 01.
Artículo en Inglés | MEDLINE | ID: mdl-35880348

RESUMEN

Several studies indicate the influence of olanzapine on bone metabolism; however, the results are contradictory. We evaluated the effects of olanzapine on the Wnt/ß-catenin signaling pathway, physiological alveolar bone turnover, and alveolar bone modeling due to an applied orthodontic force. Adult male rats (n=48) were treated with either olanzapine or a vehicle for 21 days; then 8 rats from each group were sacrificed and the rest were divided into 4 groups: control, appliance-only, olanzapine-only, and olanzapine-appliance. The rats in the appliance groups were mounted with a superelastic closed coil spring that maintained constant orthodontic force between molars and incisors. We studied the effects of olanzapine on physiological alveolar bone turnover on day 21 of the experiment, and on alveolar bone modeling due to orthodontic force on day 56. We determined tooth movement, alveolar bone volume, activity of bone-specific cells, serum alkaline phosphatase (ALP) activity, and gene expression levels of Wnt/ß-catenin signaling target genes. During forced bone modeling, olanzapine increased osteoblast volume (P<0.0001) and ALP activity (P=0.0011) and decreased osteoclast volume (P<0.0001) and gene expression of the Wnt/ß-catenin signaling target genes Fosl1, Axin2, and Dkk1(P=0.001, P=0.0076, and P=0.036, respectively), and the osteocyte markers Sost and Dmp1 (P=0.0432 and P=0.0021, respectively). Similar results were obtained during physiological alveolar bone turnover on day 21, when olanzapine downregulated the gene expression of osteocyte markers and Wnt/ß-catenin signaling target genes. We concluded that olanzapine attenuated osteocyte maturation during forced bone modeling and physiological alveolar bone turnover, potentially through downregulation of the Wnt/ß-catenin signaling pathway.


Asunto(s)
Osteocitos , Vía de Señalización Wnt , Ratas , Animales , Masculino , Osteocitos/metabolismo , beta Catenina/genética , Olanzapina/farmacología , Huesos/metabolismo
10.
Artículo en Inglés | MEDLINE | ID: mdl-37822066

RESUMEN

BACKGROUND: Some variations of the cerebral arterial circle (CAC) are associated with an increased risk for the development of various pathological conditions. This paper aimed to determine the prevalence of hypoplastic arteries of CAC and to emphasize the limited possibility of their visualization by computed tomography angiography (CTA). MATERIALS AND METHODS: The research was performed on 400 adult cadavers by macro- and microdissection of the cerebral arteries. Each case was photographed and the diameter of the arteries was measured digitally, by analyzing photographs of the bases of the brain in the ImageJ program. RESULTS: The largest prevalence of artery diameter <1mm (<0.6mm) in CAC had the posterior communicating artery (PCoA). PCoA on the left side was hypoplastic in 44.9% (11.4%) of cases, while the same artery on the right side was hypoplastic in 44.3% (6.6%) of cases. The posterior cerebral artery was hypoplastic on the left side in 3% (0.6%) and on the right side in 4.2% (0.6%) of cases. The anterior cerebral artery had a hypoplastic caliber only on the right side in 2.4% (0.6%) of the cases, while the internal carotid arteries did not have a diameter <1mm in any case. The anterior communicating artery showed the greatest variability in morphology. Studies on CTA describe the occurrence of aplasia in a statistically significantly higher percentage, and the occurrence of hypoplastic arteries in a statistically significantly lower percentage compared to studies on cadavers. CONCLUSIONS: Due to significant differences between cadaveric and radiological studies, it is necessary to analyze their results regarding arterial hypoplasia and aplasia separately. A diameter of less than 1 mm has been suggested as a criterion for arterial hypoplasia.

11.
Med Sci Monit ; 18(9): BR366-74, 2012 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-22936187

RESUMEN

BACKGROUND: The cardiovascular pleiotropic effects of statins and angiotensin receptor blockers (ARBs) could be of interest for innovative preventive approaches. We aimed to investigate whether low-dose atorvastatin and losartan, separately not possessing protective cardiovascular pleiotropic effects, express them when combined. MATERIAL/METHODS: Forty-five adult male Wistar rats were anaesthetized and their thoracic aortas and hearts were isolated. Relaxation of aortic rings, coronary flow rate and the extent of myocardial ischaemic-reperfusion injury were measured. Different concentrations (0.01, 0.1, 1.0 µM) of atorvastatin and losartan added to a perfusion medium were first tested. The separate drugs, which were ineffective, were then combined at the same concentrations and the concentration was tested in the same model. RESULTS: Low concentrations of atorvastatin or losartan (0.1 and 1 µM, respectively) produced no effects in isolated aorta. However, surprisingly, when these drug concentrations were combined, a significantly improved endothelium-dependent relaxation of the thoracic aorta was observed. Similarly, when combining individually ineffective concentrations of atorvastatin or losartan (0.01 and 0.1 µM, respectively), significantly increased coronary flow and a decreased extent of myocardial injury were observed. By using a nitric oxide-synthase inhibitor, we demonstrated that the vasodilatory effects obtained were nitric oxide-dependent. The degree of effectiveness by the combination was comparable to that obtained by 10-fold (atorvastatin) or 100-fold (losartan) higher concentrations of the separate drugs. CONCLUSIONS: Our results revealed that remarkable additive/synergistic effects exist between low-doses of a statin (atorvastatin) and an ARB (losartan), resulting in important cardiovascular protection. This new concept could be valuable in cardiovascular prevention.


Asunto(s)
Aorta/efectos de los fármacos , Ácidos Heptanoicos/farmacología , Losartán/farmacología , Pirroles/farmacología , Daño por Reperfusión/prevención & control , Análisis de Varianza , Animales , Atorvastatina , Vasos Coronarios/fisiología , Relación Dosis-Respuesta a Droga , Quimioterapia Combinada , Ácidos Heptanoicos/uso terapéutico , Losartán/uso terapéutico , Masculino , Relajación Muscular/efectos de los fármacos , Pirroles/uso terapéutico , Ratas , Ratas Wistar , Flujo Sanguíneo Regional/efectos de los fármacos , Daño por Reperfusión/tratamiento farmacológico , Resultado del Tratamiento
12.
Front Nutr ; 9: 796031, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35308276

RESUMEN

Introduction: Current nutritional strategies for people with dementia focus on nutritional diets and regimens, although in recent years congruent care for people with dementia has been increasingly recognized to improve their wellbeing. This includes consistency of care, respecting the variability of psycho-sociological factors, emphasizing the importance of participation in activities, and congruence with the individual's needs and capabilities. When applied to the nutritional aspects of care, it aims to empower people with dementia to have an active role in their care and during meals. Congruent care has previously shown promising results in improving the quality of life of residents, reducing the incidence of negative social interactions and daily intake of medicines. Methods: A mixed methods qualitative-quantitative study was carried out. Out of 102 residential care homes for the elderly in Slovenia, a non-random sample of homes was selected. Seven homes that have implemented congruent care and five who have not implemented it agreed to participate. Content analysis of the transcripts of focus group interviews was carried out, to establish how the congruent care model was included into their everyday practice of care for people with dementia. Qualitative comparative analysis was used to describe the differences in the practice of care between the two groups of homes, in the fields of nutritional and general care. Frequencies and assigned importance of statements relating to different aspects of nutritional care were statistically compared. Results: The introduction of congruent care improved the wellbeing of the people with dementia, as observed by caregivers. The homes that had implemented congruent care gave more attention to the food choice aspects of nutritional care (p = 0.0474, 95%CICongruent = 50.77-72.35%, 95%CINon-congruent = 27.65-49.23%), while the homes that had not were more attentive to the dietary intake aspects (p = 0.0067, 95%CICongruent = 22.79-44.74%, 95%CINon-congruent = 55.26-77.21%). In the homes for the elderly that had implemented congruent care, both caregivers and management reported that the frequency of use of pro re nata medication decreased, which is supported by the results of the linear regression ( R 2 adjusted =78.4, p = 0.005), although the data available is limited. Conclusion: First, the people with dementia in the care homes that had implemented congruent care were observed to have improved in mood, attitudes toward eating and wellbeing, as reported by caregivers. Second, the implementation of congruent care was well received by the management and caregivers of the care homes. A model of implementation of congruent nutritional care for people with dementia is presented.

13.
Bioengineering (Basel) ; 10(1)2022 Dec 29.
Artículo en Inglés | MEDLINE | ID: mdl-36671614

RESUMEN

Eyes open and eyes closed data is often used to validate novel human brain activity classification methods. The cross-validation of models trained on minimally preprocessed data is frequently utilized, regardless of electroencephalography data comprised of data resulting from muscle activity and environmental noise, affecting classification accuracy. Moreover, electroencephalography data of a single subject is often divided into smaller parts, due to limited availability of large datasets. The most frequently used method for model validation is cross-validation, even though the results may be affected by overfitting to the specifics of brain activity of limited subjects. To test the effects of preprocessing and classifier validation on classification accuracy, we tested fourteen classification algorithms implemented in WEKA and MATLAB, tested on comprehensively and simply preprocessed electroencephalography data. Hold-out and cross-validation were used to compare the classification accuracy of eyes open and closed data. The data of 50 subjects, with four minutes of data with eyes closed and open each was used. The algorithms trained on simply preprocessed data were superior to the ones trained on comprehensively preprocessed data in cross-validation testing. The reverse was true when hold-out accuracy was examined. Significant increases in hold-out accuracy were observed if the data of different subjects was not strictly separated between the test and training datasets, showing the presence of overfitting. The results show that comprehensive data preprocessing can be advantageous for subject invariant classification, while higher subject-specific accuracy can be attained with simple preprocessing. Researchers should thus state the final intended use of their classifier.

14.
Front Aging Neurosci ; 14: 819576, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35601618

RESUMEN

With advanced age, there is a loss of reaction speed that may contribute to an increased risk of tripping and falling. Avoiding falls and injuries requires awareness of the threat, followed by selection and execution of the appropriate motor response. Using event-related potentials (ERPs) and a simple visual reaction task (RT), the goal of our study was to distinguish sensory and motor processing in the upper- and lower-limbs while attempting to uncover the main cause of age-related behavioral slowing. Strength (amplitudes) as well as timing and speed (latencies) of various stages of stimulus- and motor-related processing were analyzed in 48 healthy individuals (young adults, n = 24, mean age = 34 years; older adults, n = 24, mean age = 67 years). The behavioral results showed a significant age-related slowing, where the younger compared to older adults exhibited shorter RTs for the upper- (222 vs. 255 ms; p = 0.006, respectively) and the lower limb (257 vs. 274 ms; p = 0.048, respectively) as well as lower variability in both modalities (p = 0.001). Using ERP indices, age-related slowing of visual stimulus processing was characterized by overall larger amplitudes with delayed latencies of endogenous potentials in older compared with younger adults. While no differences were found in the P1 component, the later components of recorded potentials for visual stimuli processing were most affected by age. This was characterized by increased N1 and P2 amplitudes and delayed P2 latencies in both upper and lower extremities. The analysis of motor-related cortical potentials (MRCPs) revealed stronger MRCP amplitude for upper- and a non-significant trend for lower limbs in older adults. The MRCP amplitude was smaller and peaked closer to the actual motor response for the upper- than for the lower limb in both age groups. There were longer MRCP onset latencies for lower- compared to upper-limb in younger adults, and a non-significant trend was seen in older adults. Multiple regression analyses showed that the onset of the MRCP peak consistently predicted reaction time across both age groups and limbs tested. However, MRCP rise time and P2 latency were also significant predictors of simple reaction time, but only in older adults and only for the upper limbs. Our study suggests that motor cortical processes contribute most strongly to the slowing of simple reaction time in advanced age. However, late-stage cortical processing related to sensory stimuli also appears to play a role in upper limb responses in the elderly. This process most likely reflects less efficient recruitment of neuronal resources required for the upper and lower extremity response task in older adults.

15.
Am J Orthod Dentofacial Orthop ; 139(4): e323-9, 2011 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-21457838

RESUMEN

INTRODUCTION: Histamine (H(1)) receptor antagonists are widely used drugs for treatment of allergic conditions. Although histamine was shown to be involved in bone remodeling, the aim of this study was to determine the effects of cetirizine, an H(1) receptor antagonist, on bone modeling processes during orthodontic tooth movement. METHODS: We used 3 groups of Wistar rats: control group (n = 16), appliance-only group (n = 16) and cetirizine group (n = 16). Each animal of the last 2 groups was fitted with a superelastic closed-coil spring appliance and treated daily with saline solution or cetirizine. Tooth movement was measured weekly from day 0 to day 42. Gene expression levels for bone turnover markers cathepsin K and osteocalcin were determined by means of real-time polymerase chain reaction. Histologic samples were analyzed by using histomorphometry. RESULTS: Cetirizine decreased the amount of tooth movement from day 28 onward (P <0.01), and it also decreased osteoclast volume density (P <0.001). An increase in alveolar bone volume density was observed in the cetirizine group (P <0.01) compared with the appliance-only group. No statistically significant differences were observed in osteoclast activity, osteoblast volume density, and osteoblast activity between the cetirizine and the appliance-only groups. CONCLUSIONS: Cetirizine influences bone modeling, mainly by inhibiting bone resorption. Therefore, H(1) receptor antagonists could interfere with orthodontic treatment.


Asunto(s)
Remodelación Ósea/efectos de los fármacos , Cetirizina/farmacología , Antagonistas de los Receptores Histamínicos H1/farmacología , Técnicas de Movimiento Dental , Proceso Alveolar/efectos de los fármacos , Animales , Densidad Ósea/efectos de los fármacos , Resorción Ósea/patología , Resorción Ósea/prevención & control , Catepsina K/análisis , Recuento de Células , Masculino , Maxilar/efectos de los fármacos , Maxilar/patología , Alambres para Ortodoncia , Osteoblastos/efectos de los fármacos , Osteocalcina/análisis , Osteoclastos/efectos de los fármacos , Ratas , Ratas Wistar , Factores de Tiempo , Técnicas de Movimiento Dental/instrumentación
16.
PLoS One ; 16(6): e0252128, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34081713

RESUMEN

BACKGROUND: Previous studies on dental anxiety have examined the psychophysiological responses evoked in dentally anxious subjects by dental-related stimuli, but not during a real-life dental examination, which was achieved in the present study. METHODS: The heart rate, skin conductance level, and heart rate variability of 25 subjects with dental anxiety and 25 healthy controls were examined. Anxiety was determined by the Modified Dental Anxiety Scale and the Dental Anxiety Scale-Revised. The psychophysiological reactions of the two groups were compared during exposure to dental-related pictures, dental-related sounds, and an actual examination in a dental surgery. RESULTS: All the dental-related stimuli provoked an increase in heart rate, i.e. visual stimuli (p<0.001; 95% CI 0.98-3.95 bpm), auditory stimuli (p<0.001; 95% CI 1.34-4.99 bpm), and a dental examination (p<0.001; 95% CI 1.26-5.39 bpm). Dental-related pictures provoked inferior skin conductance level changes compared to dental-related sounds and the dental examination (visual modality vs auditory p<0.001; 95% CI 0.039-0.152; visual modality vs examination p<0.001; 95% CI 0.083-0.275). Heart rate variability manifested in a complex pattern of responses to the dental examination. However, when exposed to all three dental-related stimuli presentation conditions, the heart rate (F = 0.352, p = 0.556), skin conductance level (F = 0.009, p = 0.926), and heart rate variability parameters of subjects with dental anxiety did not differ in comparison to the healthy controls. CONCLUSIONS: This pilot study represents an evaluation of psychophysiological reactions during a real-life dental examination compared to single modality stimuli, and shows that a real-life dental examination provokes an increase in heart rate, heart rate variability and skin conductance level. Additionally, autonomic responses did not differ between the experimental and control groups. The key issue for future studies is the effect of real-life situations on the physiological and psychological state of the subjects, which should be considered when planning new research and studied in depth.


Asunto(s)
Ansiedad al Tratamiento Odontológico/fisiopatología , Ansiedad al Tratamiento Odontológico/psicología , Respuesta Galvánica de la Piel/fisiología , Frecuencia Cardíaca/fisiología , Trastornos Fóbicos/psicología , Estimulación Acústica/psicología , Adolescente , Adulto , Trastornos de Ansiedad/fisiopatología , Sistema Nervioso Autónomo/fisiopatología , Humanos , Persona de Mediana Edad , Estimulación Luminosa/métodos , Proyectos Piloto , Psicometría/métodos , Adulto Joven
17.
Bone ; 43(4): 740-7, 2008 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-18656564

RESUMEN

The endothelin system is involved in orthodontic tooth movement (OTM). The aim of the study was to examine the role of ET-1, ET(A) and ET(B) in bone modeling during OTM in rats. Male Wistar rats (n=62) were divided into three groups: control animals (n=10; control group) without appliance, and two groups of experimental animals, which were applied a super-elastic closed-coil spring between the first left maxillary molar and the incisors and were treated daily with either TBC3214 (n=10; TBC3214 group) or with saline (n=42; appliance only group). TBC3214 is a highly selective antagonist on ET(A) receptors. The distance between teeth was measured on days 0 and 42. On days 0, 14, 28 and 42 animals of the appliance only group (n=8) were sacrificed and tissue samples were taken. Total RNA and protein contents were isolated. Gene expression levels of ET-1, ET(A) and ET(B) were assessed by means of relative RT-PCR. Protein levels of ET(A) and ET(B) were examined by immunoblotting. Ten animals of each group were sacrificed on day 42 and tissue samples were prepared for histological analysis. Alveolar bone volume, osteoblast and osteoclast volume were determined histomorphometrically. Gene expression levels of ET-1, ET(A) and ET(B) varied throughout the experiment and were significantly up-regulated on day 42 (p<0.001). The immunoreactivity of ET(A) and ET(B) significantly decreased on day 14 (p<0.001) and increased on day 28 (p<0.001). Alveolar bone volume was significantly higher in the TBC3214 group compared to the appliance only group (p<0.001). Osteoclast volume was significantly lower in the TBC3214 group compared to the appliance only group (p<0.05). Gene and protein expression levels of ET-1, ET(A) and ET(B) varied significantly during OTM, suggesting their different roles in the various stages of OTM. TBC3214 significantly increased alveolar bone volume and significantly decreased osteoclast volume, indicating that it decreased bone resorption in stage three of OTM. These data suggest that ET-1 increases osteoclastic bone resorption via ET(A) in the late stage of OTM.


Asunto(s)
Endotelinas/genética , Endotelinas/metabolismo , Técnicas de Movimiento Dental , Animales , Remodelación Ósea/efectos de los fármacos , Remodelación Ósea/genética , Remodelación Ósea/fisiología , Antagonistas de los Receptores de la Endotelina A , Endotelina-1/genética , Endotelina-1/metabolismo , Immunoblotting , Isoxazoles/farmacología , Masculino , Alambres para Ortodoncia , Ratas , Ratas Wistar , Receptor de Endotelina A/genética , Receptor de Endotelina A/metabolismo , Receptor de Endotelina B/genética , Receptor de Endotelina B/metabolismo , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , Sulfonamidas/farmacología
18.
Eur J Pharmacol ; 561(1-3): 151-9, 2007 Apr 30.
Artículo en Inglés | MEDLINE | ID: mdl-17335799

RESUMEN

To establish potential anti-ischemic effects of testosterone and estradiol on myocardium we used isolated rat hearts in accordance with Langendorff, exposed to 40 min of ischemia and reperfusion. Rats were pretreated for 10 days, males with testosterone and females with estradiol and injuries from those hearts were compared to the hearts where both drugs were applied to the isolated hearts directly. The myocardial injuries were determined by changes in coronary flow, incidence and duration of arrhythmias and lactate dehydrogenase release rates used as markers for level of cardiac injury during reperfusion. Coronary flow in the hearts of animals pretreated with estradiol during reperfusion increased by 68.7+/-3.6% (P<0.001) and in those pretreated with testosterone by 50.1+/-2.1% (P<0.05) vs. control hearts. Lactate dehydrogenase release rates decreased in the hearts of animals pretreated with estradiol by 55.7+/-1.9% (P<0.01) vs. controls and by 58.8+/-3.0 (P<0.01) vs. directly applied estradiol. Duration of ventricular fibrillation decreased after 10 days application of drugs, from 9.42+/-0.81 min to 4.58+/-0.93 min (P<0.05) with estradiol and from 9.19+/-1.05 min to 4.65+/-0.51 min (P<0.05) with testosterone. The duration of heart arrest decreased in 10 days application of testosterone from 2.42+/-0.16 min to 20.0+/-12.26 s (P<0.01). Hearts from animals pretreated for 10 days with estradiol showed more cardioprotective effects during reperfusion than those pretreated with testosterone. Testosterone pretreatment, despite being less effective in cardioprotection than estradiol, improved coronary flow and decreased arrhythmias as effectively as estradiol.


Asunto(s)
Cardiotónicos/farmacología , Estradiol/farmacología , Hormonas Esteroides Gonadales/farmacología , Daño por Reperfusión Miocárdica/patología , Testosterona/farmacología , Animales , Arritmias Cardíacas/fisiopatología , Presión Sanguínea/efectos de los fármacos , Circulación Coronaria/efectos de los fármacos , Circulación Coronaria/fisiología , Electrocardiografía , Femenino , Paro Cardíaco/tratamiento farmacológico , Paro Cardíaco/fisiopatología , Frecuencia Cardíaca/efectos de los fármacos , L-Lactato Deshidrogenasa/efectos de los fármacos , L-Lactato Deshidrogenasa/metabolismo , Masculino , Ratas , Ratas Wistar , Factores Sexuales , Fibrilación Ventricular/tratamiento farmacológico , Fibrilación Ventricular/patología , Función Ventricular Izquierda/efectos de los fármacos
19.
Vascul Pharmacol ; 99: 45-52, 2017 12.
Artículo en Inglés | MEDLINE | ID: mdl-28951255

RESUMEN

BACKGROUND: Statins and sartans can, in therapeutic doses, induce pleiotropic cardiovascular effects. Similar has recently been shown also for sub-therapeutic doses. We thus explored and compared the cardiovascular pleiotropic efficacy of sub-therapeutic vs. therapeutic doses. METHODS: Wistar rats were randomly divided into 7 groups receiving fluvastatin, valsartan and their combination in sub-therapeutic and therapeutic doses, or saline. After 6weeks, the animals were euthanised, their hearts and thoracic aortas isolated, and blood samples taken. Endothelium-dependent relaxation of the thoracic aortae and ischaemic-reperfusion injury of the isolated hearts were assessed along with the related serum parameters and genes expression. RESULTS: Fluvastatin and valsartan alone or in combination were significantly more effective in sub-therapeutic than therapeutic doses. The sub-therapeutic combination greatly increased thoracic aorta endothelium-dependent relaxation and maximally protected the isolated hearts against ischaemia-reperfusion injury and was thus most effective. Beneficial effects were accompanied by increased levels of nitric oxide (NO) and decreased levels of asymmetric dimethylarginine (ADMA) in the serum (again prominently induced by the sub-therapeutic combination). Furthermore, nitric oxide synthase 3 (NOS3) and endothelin receptor type A (EDNRA) genes expression increased, but only in both combination groups and without significant differences between them. In the therapeutic dose groups, fluvastatin and valsartan decreased cholesterol values and systolic blood pressure. CONCLUSION: Sub-therapeutic doses of fluvastatin and valsartan are more effective in expressing cardiovascular pleiotropic effects than therapeutic doses of fluvastatin and/or valsartan. These results could be of significant clinical relevance.


Asunto(s)
Bloqueadores del Receptor Tipo 1 de Angiotensina II/administración & dosificación , Aorta Torácica/efectos de los fármacos , Ácidos Grasos Monoinsaturados/administración & dosificación , Corazón/efectos de los fármacos , Inhibidores de Hidroximetilglutaril-CoA Reductasas/administración & dosificación , Indoles/administración & dosificación , Daño por Reperfusión Miocárdica/prevención & control , Valsartán/administración & dosificación , Animales , Aorta Torácica/metabolismo , Aorta Torácica/fisiopatología , Arginina/análogos & derivados , Arginina/sangre , Presión Sanguínea/efectos de los fármacos , Colesterol/sangre , Circulación Coronaria/efectos de los fármacos , Modelos Animales de Enfermedad , Relación Dosis-Respuesta a Droga , Quimioterapia Combinada , Femenino , Fluvastatina , Técnicas In Vitro , Masculino , Daño por Reperfusión Miocárdica/sangre , Daño por Reperfusión Miocárdica/patología , Daño por Reperfusión Miocárdica/fisiopatología , Miocardio/metabolismo , Miocardio/patología , Óxido Nítrico/sangre , Óxido Nítrico Sintasa de Tipo III/genética , Óxido Nítrico Sintasa de Tipo III/metabolismo , Ratas Wistar , Receptor de Endotelina A/genética , Receptor de Endotelina A/metabolismo , Factores de Tiempo , Vasodilatación/efectos de los fármacos
20.
Thromb Haemost ; 95(2): 294-300, 2006 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-16493492

RESUMEN

The main structural feature of direct thrombin inhibitor LK-732 responsible for the appropriate interaction at the thrombin active site is a strong basic group. A possibility that a strong basic group of LK-732 might contribute to the mast cell degranulation effect and consequent reduction of tracheal air flow (TAF) and fall of mean arterial blood pressure (MAP) in rats was investigated in the present study. At doses up to 5 mg/kg (i.v.), LK-732 did not cause significant changes of TAF and MAP. At 7 mg/kg (i.v.), a sudden reduction of TAF and a fall of MAP was observed within 5 min after LK-732 administration (75% mortality, p = 0.007). A less basic direct thrombin inhibitor LK-658 (21 mg/kg, i.v.) did not significantly disturb TAF and MAP. A reduction of TAF and a fall of MAP caused by LK-732 (7 mg/kg, i.v.) was almost completely abolished in rats with degranulated mast cells (0% mortality, p = 0.008). LK-732 concentration-dependently degranulated rat peritoneal mast cells in vitro (pEC(50) = 1.92 +/- 0.05 muM). A structure-activity relationship (SAR) study revealed that the terminal basic groups attached to the aromatic ring are responsible for the mast cell degranulation effect. A good correlation was observed between mast cell degranulation and pK(b) of analogues of LK-732 (R(2) = 0.49), but not between mast cell degranulation and thrombin K(i) (R(2) = 0.23). LK-732-induced reduction of TAF, the fall of MAP and high mortality originate from LK-732-induced mast cell degranulation. As judged by the SAR study, this effect could be overcome by reducing the basicity of LK-732.


Asunto(s)
Degranulación de la Célula/efectos de los fármacos , Mastocitos/fisiología , Fenilalanina/análogos & derivados , Trombina/antagonistas & inhibidores , Animales , Presión Sanguínea/efectos de los fármacos , Relación Dosis-Respuesta a Droga , Evaluación Preclínica de Medicamentos , Mastocitos/efectos de los fármacos , Ratones , Ratones Endogámicos , Fenilalanina/química , Fenilalanina/farmacología , Fenilalanina/toxicidad , Ventilación Pulmonar/efectos de los fármacos , Ratas , Ratas Wistar , Relación Estructura-Actividad , Tasa de Supervivencia
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