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Cogoni C, Fiuza A, Hassanein L, Antunes M, Prata D. Computer anthropomorphisation in a socio-economic dilemma. Behav Res Methods 2024; 56:667-679. [PMID: 36781699 PMCID: PMC10830593 DOI: 10.3758/s13428-023-02071-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/18/2023] [Indexed: 02/15/2023]
Abstract
In the study of human behaviour, non-social targets are often used as a control for human-to-human interactions. However, the concept of anthropomorphisation suggests that human-like qualities can be attributed to non-human objects. This can prove problematic in psychological experiments, as computers are often used as non-social targets. Here, we assessed the degree of computer anthropomorphisation in a sequential and iterated prisoner's dilemma. Participants (N = 41) faced three opponents in the prisoner's dilemma paradigm-a human, a computer, and a roulette-all represented by images presented at the commencement of each round. Cooperation choice frequencies and transition probabilities were estimated within subjects, in rounds against each opponent. We found that participants anthropomorphised the computer opponent to a high degree, while the same was not found for the roulette (i.e. no cooperation choice difference vs human opponents; p = .99). The difference in participants' behaviour towards the computer vs the roulette was further potentiated by the precedent roulette round, in terms of both cooperation choice (61%, p = .007) and cooperation probability after reciprocated defection (79%, p = .007). This suggests that there could be a considerable anthropomorphisation bias towards computer opponents in social games, even for those without a human-like appearance. Conversely, a roulette may be a preferable non-social control when the opponent's abilities are not explicit or familiar.
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Albuquerque J, Medeiros AM, Alves AC, Jannes CE, Mancina RM, Pavanello C, Chora JR, Mombelli G, Calabresi L, Pereira ADC, Krieger JE, Romeo S, Bourbon M, Antunes M. Generation and validation of a classification model to diagnose familial hypercholesterolaemia in adults. Atherosclerosis 2023; 383:117314. [PMID: 37813054 DOI: 10.1016/j.atherosclerosis.2023.117314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Revised: 09/21/2023] [Accepted: 09/22/2023] [Indexed: 10/11/2023]
Abstract
BACKGROUND AND AIMS The early diagnosis of familial hypercholesterolaemia is associated with a significant reduction in cardiovascular disease (CVD) risk. While the recent use of statistical and machine learning algorithms has shown promising results in comparison with traditional clinical criteria, when applied to screening of potential FH cases in large cohorts, most studies in this field are developed using a single cohort of patients, which may hamper the application of such algorithms to other populations. In the current study, a logistic regression (LR) based algorithm was developed combining observations from three different national FH cohorts, from Portugal, Brazil and Sweden. Independent samples from these cohorts were then used to test the model, as well as an external dataset from Italy. METHODS The area under the receiver operating characteristics (AUROC) and precision-recall (AUPRC) curves was used to assess the discriminatory ability among the different samples. Comparisons between the LR model and Dutch Lipid Clinic Network (DLCN) clinical criteria were performed by means of McNemar tests, and by the calculation of several operating characteristics. RESULTS AUROC and AUPRC values were generally higher for all testing sets when compared to the training set. Compared with DLCN criteria, a significantly higher number of correctly classified observations were identified for the Brazilian (p < 0.01), Swedish (p < 0.01), and Italian testing sets (p < 0.01). Higher accuracy (Acc), G mean and F1 score values were also observed for all testing sets. CONCLUSIONS Compared to DLCN criteria, the LR model revealed improved ability to correctly classify observations, and was able to retain a similar number of FH cases, with less false positive retention. Generalization of the LR model was very good across all testing samples, suggesting it can be an effective screening tool if applied to different populations.
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Leitão TP, Corredeira P, Kucharczak S, Rodrigues M, Piairo P, Rodrigues C, Alves P, Cavaco AM, Miranda M, Antunes M, Ferreira J, Palma Reis J, Lopes T, Diéguez L, Costa L. Clinical Validation of a Size-Based Microfluidic Device for Circulating Tumor Cell Isolation and Analysis in Renal Cell Carcinoma. Int J Mol Sci 2023; 24:ijms24098404. [PMID: 37176111 PMCID: PMC10178884 DOI: 10.3390/ijms24098404] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Revised: 04/28/2023] [Accepted: 05/03/2023] [Indexed: 05/15/2023] Open
Abstract
Renal cell carcinoma (RCC) presents as metastatic disease in one third of cases. Research on circulating tumor cells (CTCs) and liquid biopsies is improving the understanding of RCC biology and metastases formation. However, a standardized, sensitive, specific, and cost-effective CTC detection technique is lacking. The use of platforms solely relying on epithelial markers is inappropriate in RCC due to the frequent epithelial-mesenchymal transition that CTCs undergo. This study aimed to test and clinically validate RUBYchip™, a microfluidic label-free CTC detection platform, in RCC patients. The average CTC capture efficiency of the device was 74.9% in spiking experiments using three different RCC cell lines. Clinical validation was performed in a cohort of 18 patients, eight non-metastatic (M0), five metastatic treatment-naïve (M1TN), and five metastatic progressing-under-treatment (M1TP). An average CTC detection rate of 77.8% was found and the average (range) total CTC count was 6.4 (0-27), 101.8 (0-255), and 3.2 (0-10), and the average mesenchymal CTC count (both single and clustered cells) was zero, 97.6 (0-255), and 0.2 (0-1) for M0, M1TN, and M1TP, respectively. CTC clusters were detected in 25% and 60% of M0 and M1TN patients, respectively. These results show that RUBYchip™ is an effective CTC detection platform in RCC.
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Henriques AR, Gromicho M, Grosskreutz J, Kuzma-Kozakiewicz M, Petri S, Uysal H, Pinto S, Antunes M, De Carvalho M, Ribeiro RM. Association of the practice of contact sports with the development of amyotrophic lateral sclerosis. Amyotroph Lateral Scler Frontotemporal Degener 2023:1-8. [PMID: 36992635 DOI: 10.1080/21678421.2023.2189911] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/31/2023]
Abstract
Objectives: High-intensity physical activity and sports prone to repetitive injuries of the cervical spine and head (when associated with vigorous practice) have been suggested as possible risk factors for amyotrophic lateral sclerosis (ALS). Our objective was to evaluate the relationship between the practice of contact sports (boxing, hockey, football, rugby) and ALS. Methods: The study included 2247 individuals, 1326 patients and 921 controls from several European countries. Analysis of the effect of contact sports on ALS was conducted in male participants only, as very few women practiced contact sports. Logistic regression models were used with the response variable as the presence or absence of ALS, with α = 0.05 significance level. Results: A relationship between the practice of contact sports and ALS was found, with those practicing contact sports having 76% higher odds of an ALS diagnosis (OR = 1.76, p = 0.001). In addition, univariate analyses for age (higher risk for older people, p < 0.001), smoking status (higher risk for ex-smokers, p = 0.022) and tobacco exposure (higher risk for more exposure, p = 0.038) also indicated that these variables are risk factors for ALS. In multivariate models, in addition to age, the interaction term between practice of contact sports and tobacco exposure was still significant (p = 0.03). Conclusions: This is one of the largest studies on the role of contact sport in ALS development. Our results support the existence of a relationship between the practice of sports with repetitive trauma at the level of the cervical spine and head, and ALS. This risk appears to be enhanced by tobacco exposure.
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Machado AM, Tomás A, Russo-Almeida P, Duarte A, Antunes M, Vilas-Boas M, Graça Miguel M, Cristina Figueiredo A. Quality assessment of Portuguese monofloral honeys. Physicochemical parameters as tools in botanical source differentiation. Food Res Int 2022; 157:111362. [DOI: 10.1016/j.foodres.2022.111362] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Revised: 05/04/2022] [Accepted: 05/10/2022] [Indexed: 11/17/2022]
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Albuquerque J, Medeiros AM, Alves AC, Bourbon M, Antunes M. Comparative study on the performance of different classification algorithms, combined with pre- and post-processing techniques to handle imbalanced data, in the diagnosis of adult patients with familial hypercholesterolemia. PLoS One 2022; 17:e0269713. [PMID: 35749402 PMCID: PMC9231719 DOI: 10.1371/journal.pone.0269713] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2021] [Accepted: 05/26/2022] [Indexed: 11/27/2022] Open
Abstract
Familial Hypercholesterolemia (FH) is an inherited disorder of cholesterol metabolism. Current criteria for FH diagnosis, like Simon Broome (SB) criteria, lead to high false positive rates. The aim of this work was to explore alternative classification procedures for FH diagnosis, based on different biological and biochemical indicators. For this purpose, logistic regression (LR), naive Bayes classifier (NB), random forest (RF) and extreme gradient boosting (XGB) algorithms were combined with Synthetic Minority Oversampling Technique (SMOTE), or threshold adjustment by maximizing Youden index (YI), and compared. Data was tested through a 10 × 10 repeated k-fold cross validation design. The LR model presented an overall better performance, as assessed by the areas under the receiver operating characteristics (AUROC) and precision-recall (AUPRC) curves, and several operating characteristics (OC), regardless of the strategy to cope with class imbalance. When adopting either data processing technique, significantly higher accuracy (Acc), G-mean and F1 score values were found for all classification algorithms, compared to SB criteria (p < 0.01), revealing a more balanced predictive ability for both classes, and higher effectiveness in classifying FH patients. Adjustment of the cut-off values through pre or post-processing methods revealed a considerable gain in sensitivity (Sens) values (p < 0.01). Although the performance of pre and post-processing strategies was similar, SMOTE does not cause model’s parameters to loose interpretability. These results suggest a LR model combined with SMOTE can be an optimal approach to be used as a widespread screening tool.
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Antunes M, Torres Cruz A, De Oliveira Januário P, Pasqual Marques A. AB1552-HPR HEALTH PERCEPTION OF PATIENTS WITH FIBROMYALGIA IN BRAZIL. Ann Rheum Dis 2022. [DOI: 10.1136/annrheumdis-2022-eular.4171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
BackgroundFibromyalgia is a rheumatologic syndrome characterized by chronic pain and symptoms such as fatigue, morning stiffness, sleep disturbances and depression. Health perception is a global assessment of health based on an analysis of the objective and also subjective aspects of each person. Health self-assessment is increasingly researched and shows the health status of the population, considering the individual’s personal perspective and that this information can be useful to propose health promotion strategies.ObjectivesTo identify the health perception of patients with fibromyalgia who live in Brazil.MethodsThis is a cross-sectional study that was carried out in Brazil in 2021. They were invited to participate in the research. Individuals with fibromyalgia were invited to participate in the study through the Brazilian Association of Fibromyalgia Patients (ABRAFIBRO) in August 2021. The invitation was sent via email to all people registered with this association in the country. Self-perception of health was questioned through the following response options: bad, fair, good or very good. Data were analyzed using descriptive statistics.ResultsThe study consisted of 243 people with fibromyalgia living in different states of Brazil. Most were female (97.5%), married or living with a partner (63.7%), of white race/color (58%), receiving 1 to 2 minimum wages (60.4%), with complete higher education (46.5%) and who administer more than 2 medications per day (65.8%). Regarding the perception of health, the majority reported that their health was regular (42.4%), followed by bad (38.3%), good (16%) and very good (3.3%).ConclusionThe most prevalent health perception in people with fibromyalgia in Brazil was: “regular”, followed by “bad”, “good” and “very good”. In view of the findings of this study, measures to control and prevent health risks in people with fibromyalgia become necessary. In order to implement policies to promote a healthy life for this population, it is necessary to know the determinants of these indicators of self-reported health morbidity in Brazil. It is also suggested that the results of this investigation be monitored by periodic population-based surveys, in order to verify the determination of the observed associations, being able, in the future, to detect an association with other variables. In addition, these data can guide and evaluate education and health promotion strategies in fibromyalgia.References[1]Antunes M, Schmitt A, Marques AP. Ab0912-hpr Amigos de Fibro (Fibro Friends): educational program to promote the health of people with fibromyalgia in Brazil. 2021; Annals of the Rheumatic Diseases 2021;80:1478.[2]Antunes MD, Couto LA, Bertolini SMMG, Rocha Loures FCN, Schmitt ACB, Marques AP. of interdisciplinary health education programs for individuals with fibromyalgia: A systematic review. Journal of Education and Health Promotion. 2021;10(64):1-8. Doi: https://dx.doi.org/10.4103%2Fjehp.jehp_592_20.[3]García-Ríos MC, Navarro-Ledesma S, Tapia-Haro RM, Toledano-Moreno S, Casas-Barragán A, Correa-Rodríguez M, et al. Effectiveness of health education in patients with fibromyalgia: a systematic review. European Journal of Physical and Rehabilitation Medicine. 2019;55(2):301–13, 2019. Doi: https://doi.org/10.23736/S1973-9087.19.05524-2AcknowledgementsThis study was financed in part by the Coordenação de Aperfeiçoamento de Pessoal de Nível Superior – Brasil (CAPES) – Finance Code 001Disclosure of InterestsNone declared
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Antunes M, Schmitt A, Pasqual Marques A. AB1539-HPR AMIGOS DE FIBRO (FIBRO FRIENDS): VALIDATION OF AN EDUCATIONAL E-BOOK TO PROMOTE THE HEALTH OF PEOPLE LIVING WITH FIBROMYALGIA IN BRAZIL. Ann Rheum Dis 2022. [DOI: 10.1136/annrheumdis-2022-eular.2201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
BackgroundIn the optimal treatment of fibromyalgia, international recommendations highlight non-pharmacological treatment as the key to success. Health education is one of the main tools to promote the health of patients with fibromyalgia. Educational strategies are essential for the care of patients with fibromyalgia.ObjectivesDevelop and validate an e-book to promote the health of people with fibromyalgia who live in Brazil.MethodsThis is a methodological study, initially, through a bibliographic survey, the available publications on the subject were analyzed. Then, this knowledge was used to build the theoretical content addressed and the art and layout of the e-book was elaborated. Finally, the validation of the constructed material was carried out with three groups of specialists: content specialists (n=23), technicians (n=23) and design specialists (n=23). In addition, it was also decided to validate the e-book with individuals who have fibromyalgia (n=45. The e-book was evaluated by specific instruments through the Delphi technique. The data were analyzed, and the reliability was evaluated by the Alpha of Cronbach (αC) and agreement, using the Content Validity Index (CVI).ResultsIn the global evaluation, all the judges agreed with the items evaluated in the e-book, presented a considerable minimum of the CVI, being: content (0.79), technical (0.89), design (0.92), and target audience (0.97). Regarding reliability, all groups also had an αC within the acceptable range: content (0.960), technical (0.963), design (0.977), and target audience (1.08).ConclusionE-book was prepared and validated in terms of content and relevance, and can be used in Brazil to promote the health of individuals with fibromyalgia, mainly as a complement to treatments already carried out for fibromyalgia. In the future, this e-book may be translated and adapted into new languages.References[1]Antunes M, Schmitt A, Marques AP. Ab0912-hpr Amigos de Fibro (Fibro Friends): educational program to promote the health of people with fibromyalgia in Brazil. 2021; Annals of the Rheumatic Diseases 2021;80:1478.[2]Antunes MD, Couto LA, Bertolini SMMG, Rocha Loures FCN, Schmitt ACB, Marques AP. of interdisciplinary health education programs for individuals with fibromyalgia: A systematic review. Journal of Education and Health Promotion. 2021;10(64):1-8. Doi: https://dx.doi.org/10.4103%2Fjehp.jehp_592_20.[3]García-Ríos MC, Navarro-Ledesma S, Tapia-Haro RM, Toledano-Moreno S, Casas-Barragán A, Correa-Rodríguez M, et al. Effectiveness of health education in patients with fibromyalgia: a systematic review. European Journal of Physical and Rehabilitation Medicine. 2019;55(2):301–13, 2019. Doi: https://doi.org/10.23736/S1973-9087.19.05524-2AcknowledgementsThis study was financed in part by the Coordenação deAperfeiçoamento de Pessoal de Nível Superior - Brasil (CAPES) - Finance Code 001Disclosure of InterestsNone declared
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Antunes M, Schmitt A, Pasqual Marques A. AB1538-HPR AMIGOS DE FIBRO (FIBRO FRIENDS): VALIDATION OF AN EDUCATIONAL PROGRAM TO PROMOTE THE HEALTH OF PATIENTS WITH FIBROMYALGIA IN BRAZIL. Ann Rheum Dis 2022. [DOI: 10.1136/annrheumdis-2022-eular.2197] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
BackgroundHealth education is a very important tool in the treatment of people with fibromyalgia. Health education acts as an excellent non-pharmacological treatment to promote health in fibromyalgia.ObjectivesTo validate a multidisciplinary educational program to promote the health of people with fibromyalgia in Brazil, called Amigos de Fibro.MethodsThis is a methodological research with 45 individuals with fibromyalgia (target audience) and 23 health professionals (expert judges). Both groups used an instrument to assess the objectives, themes and proposed actions, relevance, writing style and structure of the program using the Delphi technique. The Content Validity Index (CVI) ≥ 0.78 and Kappa Coefficient ≥ 0.61 were used to analyze and validate the data.ResultsAll items evaluated in both groups had a considerable minimum CVI and Kappa Coefficient to be valid. In the global assessment of Amigos de Fibro, the CVI of the target audience judges was 0.95, while the expert judges presented a value of 0.90. The Kappa Coefficient of the target audience judges was 0.85 and that of the expert judges was 0.90. Therefore, the instrument proved to be validated.ConclusionAmigos de Fibro was considered valid for its content and internal consistency, therefore, valid to be used by health professionals with the target audience in Primary Health Care in Brazil, allowing them to act as promoters of their health.References[1]Antunes MD, Couto LA, Bertolini SMMG, Rocha Loures FCN, Schmitt ACB, Marques AP. of interdisciplinary health education programs for individuals with fibromyalgia: A systematic review. Journal of Education and Health Promotion. 2021;10(64):1-8. Doi: https://dx.doi.org/10.4103%2Fjehp.jehp_592_20[2]Antunes M, Schmitt A, Marques AP. Ab0912-hpr Amigos de Fibro (Fibro Friends): educational program to promote the health of people with fibromyalgia in Brazil. 2021; Annals of the Rheumatic Diseases 2021;80:1478.[3]García-Ríos MC, Navarro-Ledesma S, Tapia-Haro RM, Toledano-Moreno S, Casas-Barragán A, Correa-Rodríguez M, et al. Effectiveness of health education in patients with fibromyalgia: a systematic review. European Journal of Physical and Rehabilitation Medicine. 2019;55(2):301–13, 2019. Doi: https://doi.org/10.23736/S1973-9087.19.05524-2AcknowledgementsThis study was financed in part by the Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - Brasil (CAPES) - Finance Code 001Disclosure of InterestsNone declared
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Albuquerque J, Medeiros AM, Alves AC, Bourbon M, Antunes M. Performance comparison of different classification algorithms applied to the diagnosis of familial hypercholesterolemia in paediatric subjects. Sci Rep 2022; 12:1164. [PMID: 35064162 PMCID: PMC8782861 DOI: 10.1038/s41598-022-05063-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Accepted: 12/28/2021] [Indexed: 12/03/2022] Open
Abstract
Familial Hypercholesterolemia (FH) is an inherited disorder of lipid metabolism, characterized by increased low density lipoprotein cholesterol (LDLc) levels. The main purpose of the current work was to explore alternative classification methods to traditional clinical criteria for FH diagnosis, based on several biochemical and biological indicators. Logistic regression (LR), decision tree (DT), random forest (RF) and naive Bayes (NB) algorithms were developed for this purpose, and thresholds were optimized by maximization of Youden index (YI). All models presented similar accuracy (Acc), specificity (Spec) and positive predictive values (PPV). Sensitivity (Sens) and G-mean values were significantly higher in LR and RF models, compared to the DT. When compared to Simon Broome (SB) biochemical criteria for FH diagnosis, all models presented significantly higher Acc, Spec and G-mean values (p < 0.01), and lower negative predictive value (NPV, p < 0.05). Moreover, LR and RF models presented comparable Sens values. Adjustment of the cut-off point by maximizing YI significantly increased Sens values, with no significant loss in Acc. The obtained results suggest such classification algorithms can be a viable alternative to be used as a widespread screening method. An online application has been developed to assess the performance of the LR model in a wider population.
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Zelenina M, Kosilo M, da Cruz J, Antunes M, Figueiredo P, Mehta MA, Prata D. Temporal Dynamics of Intranasal Oxytocin in Human Brain Electrophysiology. Cereb Cortex 2022; 32:3110-3126. [PMID: 34979544 PMCID: PMC9290557 DOI: 10.1093/cercor/bhab404] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Revised: 10/05/2021] [Accepted: 10/21/2021] [Indexed: 11/18/2022] Open
Abstract
Oxytocin (OT) is a key modulator of human social cognition, popular in behavioral neuroscience. To adequately design and interpret intranasal OT (IN-OT) research, it is crucial to know for how long it affects human brain function once administered. However, this has been mostly deduced from peripheral body fluids studies, or uncommonly used dosages. We aimed to characterize IN-OT’s effects on human brain function using resting-state EEG microstates across a typical experimental session duration. Nineteen healthy males participated in a double-blind, placebo-controlled, within-subject, cross-over design of 24 IU of IN-OT in 12-min windows 15 min-to-1 h 42min after administration. We observed IN-OT effects on all microstates, across the observation span. During eyes-closed, IN-OT increased duration and contribution of A and contribution and occurrence of D, decreased duration and contribution of B and C; and increased transition probability C-to-B and C-to-D. In eyes-open, it increased A-to-C and A-to-D. As microstates A and D have been related to phonological auditory and attentional networks, respectively, we posit IN-OT may tune the brain for reception of external stimuli, particularly of social nature—tentatively supporting current neurocognitive hypotheses of OT. Moreover, we contrast our overall results against a comprehensive literature review of IN-OT time-course effects in the brain, highlighting comparability issues.
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Machado AM, Antunes M, Miguel MG, Vilas-Boas M, Figueiredo AC. Volatile Profile of Portuguese Monofloral Honeys: Significance in Botanical Origin Determination. Molecules 2021; 26:4970. [PMID: 34443558 PMCID: PMC8400914 DOI: 10.3390/molecules26164970] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Revised: 08/11/2021] [Accepted: 08/12/2021] [Indexed: 11/17/2022] Open
Abstract
The volatile profiles of 51 samples from 12 monofloral-labelled Portuguese honey types were assessed. Honeys of bell heather, carob tree, chestnut, eucalyptus, incense, lavender, orange, rape, raspberry, rosemary, sunflower and strawberry tree were collected from several regions from mainland Portugal and from the Azores Islands. When available, the corresponding flower volatiles were comparatively evaluated. Honey volatiles were isolated using two different extraction methods, solid-phase microextraction (SPME) and hydrodistillation (HD), with HD proving to be more effective in the number of volatiles extracted. Agglomerative cluster analysis of honey HD volatiles evidenced two main clusters, one of which had nine sub-clusters. Components grouped by biosynthetic pathway defined alkanes and fatty acids as dominant, namely n-nonadecane, n-heneicosane, n-tricosane and n-pentacosane and palmitic, linoleic and oleic acids. Oxygen-containing monoterpenes, such as cis- and trans-linalool oxide (furanoid), hotrienol and the apocarotenoid α-isophorone, were also present in lower amounts. Aromatic amino acid derivatives were also identified, namely benzene acetaldehyde and 3,4,5-trimethylphenol. Fully grown classification tree analysis allowed the identification of the most relevant volatiles for discriminating the different honey types. Twelve volatile compounds were enough to fully discriminate eleven honey types (92%) according to the botanical origin.
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Albuquerque J, Medeiros A, Alves A, Bourbon M, Antunes M. Does the use of specific biomarkers substantially improve the ability to identify individuals with familial hypercholesterolemia? A comparative study using pediatric and adult patients samples. Atherosclerosis 2021. [DOI: 10.1016/j.atherosclerosis.2021.06.544] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Antunes M, Vertuan M, Miquilin A, Pasqual Marques A, Morales R. AB0878-HPR EFFECT OF AQUATIC PHYSIOTHERAPY ON PAIN AND QUALITY OF LIFE IN ELDERLY WOMEN WITH FIBROMYALGIA. Ann Rheum Dis 2021. [DOI: 10.1136/annrheumdis-2021-eular.2691] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Background:Fibromyalgia is defined as a chronic non-articular rheumatic disease, characterized by generalized, diffuse bilateral pain and the presence of tender points in specific anatomical regions. Its symptoms are characterized by a very varied picture and the etiology is considered multifactorial. Today, with difficult treatment, fibromyalgia has been a major challenge for healthcare professionals. Aquatic physiotherapy is currently one of the most commonly used forms of intervention in the management of fibromyalgia, and for this reason it has been used in interdisciplinary rehabilitation programs to promote health.Objectives:To evaluate the effects of aquatic physiotherapy on pain and quality of life in patients with fibromyalgia.Methods:This is an interventional, quasi-experimental study carried out at the Physiotherapy School Clinic of Universidade Cesumar in the city of Maringá, PR, Brazil. The study was approved by the Human Research Ethics Committee of Unicesumar under opinion No. 1,025,567. Participated in the study, elderly women aged 60 years, with clinical diagnosis of fibromyalgia. To assess the quality of life, the Medical Outcomes Study 36 - Item Short-Form Health Survey (SF-36) instrument was used and to verify the intensity of the pain, the Visual Analogue Scale was used. The aquatic physiotherapy intervention protocol was to perform 10 Watsu sessions, performed twice a week, lasting 40 minutes each. To perform the Watsu method, the following steps of the technique were followed: before starting, opening, delivering the water, dancing the breath in the water, breathing balance and to finish releasing the spine. For data analysis, the Shapiro-Wilk test was initially applied to verify the normality of the variables under study. As the data presented a normal distribution, mean, standard deviation, minimum and maximum were used to characterize the results. To compare the initial and final variables, the dependent student t test was used. The significance adopted was p <0.05.Results:The study included 17 elderly women with a mean age of 67.5 ± 4.7 years. When comparing the evaluation and the reassessment, a statistically significant improvement was evidenced in the domains of quality of life: functional capacity (p=0.00445), limitation due to physical aspects (p=0.01347), pain (p=0.00861), vitality (p=0.00044), limitation due to emotional aspects (p=0.02019), mental health (p=0.00748). The domains that did not show statistical increase were the general health status (p=0.30663) and the social aspects (p=0.05037). The pain, on the other hand, was statistically less after the intervention (p=0.00059).Conclusion:Aquatic physical therapy provided benefits in reducing pain and improving the quality of life of elderly women with fibromyalgia. It is important to encourage individuals with fibromyalgia to perform non-pharmacological interventions, such as aquatic physiotherapy, to promote their health and quality of life.References:[1]Oliveira DV, Ferreira AAM, Oliveira DCD, Leme DEDC, Antunes MD, Nascimento Júnior JRAD. Association of the practice of physical activity and of health status on the quality of life of women with fibromyalgia. Journal of Physical Education. 2019;30(1): e3027. https://doi.org/10.4025/jphyseduc.v30i1.3027.[2]Antunes MD, Vertuan MP. Miquilin A, Leme DEC, Morales RC, Oliveira DV. Efeitos do Watsu na qualidade de vida e quadro doloroso de idosas com fibromialgia. ConScientiae Saúde. 2016;15(4), 636-641. https://doi.org/10.5585/conssaude.v15n4.6756.[3]Antunes M, Ferreira A, Oliveira D, Júnior JN, Bertolini S, Marques AP. There is association between the level of physical activity and quality of life of women with fibromyalgia?. Annals of rheumatic diseases. 2019;78(2)650-1. http://dx.doi.org/10.1136/annrheumdis-2019-eular.2835.Acknowledgements:This study was financed in part by the Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - Brasil (CAPES) - Finance Code 001.Disclosure of Interests:None declared
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Antunes M, Schmitt A, Pasqual Marques A. AB0912-HPR AMIGOS DE FIBRO (FIBRO FRIENDS): EDUCATIONAL PROGRAM TO PROMOTE THE HEALTH OF PEOPLE WITH FIBROMYALGIA IN BRAZIL. Ann Rheum Dis 2021. [DOI: 10.1136/annrheumdis-2021-eular.2598] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Background:Health education is pointed out as the front line in non-pharmacological approaches in fibromyalgia.Objectives:To develop an interdisciplinary educational program to promote the health of individuals with fibromyalgia in Brazil.Methods:This is a qualitative study, through a focus group, carried out in a Basic Health Unit in the city of São Paulo, SP. The guiding questions were about the needs and demands exposed by patients with fibromyalgia and health professionals who work in primary health care. 12 individuals with fibromyalgia and 10 health professionals participated. The data were analyzed using the content analysis method proposed by Bardin, specifically the thematic content analysis.Results:Amigos de Fibro (Fibro Friends) should be conducted through lectures, dynamics and conversation circles. The educational program must include 15 meetings with weekly frequency. The meetings are: 1st to present the program and socialization activities. 2nd: Doctor presents the concepts of fibromyalgia. 3rd: Nurse informs about practices and environments that favor self-care. 4th: Social Worker shows the importance of support. 5th: Physiotherapist shows the main body practices and physical activity. 6th: Nutritionist presents an adequate and healthy diet. 7: Psychologist shows mental health practices. 8th: Pharmacist informs about medicines. 9, 11 and 13: participants perform activities at home. 10: Naturologist presents integrative and complementary practices. 12th: Occupational Therapist encourages methods to save energy. Day 14: Speech therapist helps in the quality of sleep. 15: closing activity.Conclusion:Amigos de Fibro is a program that presents interdisciplinary educational information for individuals with fibromyalgia, being considered a trend of care for the future. The next step is to conduct a clinical trial to verify the effect of this intervention and then implement it in the health service in Brazil. Fibro Friends was created from the conjunct action of patients and healthcare professionals, it can be an effective educational tool to be implemented at primary health attention centers, promoting the self-care, life quality and the promotion of health in individuals with Fibromyalgia. Fibro Friends is an excellent tool for patient education and counseling in Brazil.References:[1]Antunes M, Ferreira A, Oliveira D, Júnior JN, Bertolini S, Marques AP. There is association between the level of physical activity and quality of life of women with fibromyalgia?. Annals of rheumatic diseases. 2019;78(2)650-1. http://dx.doi.org/10.1136/annrheumdis-2019-eular.2835.[2]García-Ríos MC, Navarro-Ledesma S, Tapia-Haro RM, Toledano-Moreno S, Casas-Barragán A, Correa-Rodríguez M et al. Effectiveness of health education in patients with fibromyalgia: a systematic review. European Journal of Physical and Rehabilitation Medicine. 2019;55(2):301-13. https://doi.org/10.23736/S1973-9087.19.05524-2.[3]Oliveira DV, Ferreira AAM, Oliveira DCD, Leme DEDC, Antunes MD, Nascimento Júnior JRAD. Association of the practice of physical activity and of health status on the quality of life of women with fibromyalgia. Journal of Physical Education. 2019;30(1): e3027. https://doi.org/10.4025/jphyseduc.v30i1.3027.[4]Stuifbergen AK, Blozis SA, Becker H, Phillips L, Timmerman G, Kullberg V, et al. A randomized controlled trial of a wellness intervention for women with fibromyalgia syndrome. Clinical Rehabilitation. 2010;24(4):305-18. https://doi.org/10.1177/0269215509343247.Acknowledgements:This study was financed in part by the Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - Brasil (CAPES) - Finance Code 001.Disclosure of Interests:None declared
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Mariano C, Alves AC, Medeiros AM, Chora JR, Antunes M, Futema M, Humphries SE, Bourbon M. The familial hypercholesterolaemia phenotype: Monogenic familial hypercholesterolaemia, polygenic hypercholesterolaemia and other causes. Clin Genet 2021; 97:457-466. [PMID: 31893465 DOI: 10.1111/cge.13697] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2019] [Revised: 11/22/2019] [Accepted: 11/29/2019] [Indexed: 12/13/2022]
Abstract
Familial hypercholesterolaemia (FH) is a monogenic disorder characterised by high low-density lipoprotein cholesterol (LDL-C) concentrations and increased cardiovascular risk. However, in clinically defined FH cohorts worldwide, an FH-causing variant is only found in 40%-50% of the cases. The aim of this work was to characterise the genetic cause of the FH phenotype in Portuguese clinical FH patients. Between 1999 and 2017, 731 index patients (311 children and 420 adults) who met the Simon Broome diagnostic criteria had been referred to our laboratory. LDLR, APOB, PCSK9, APOE, LIPA, LDLRAP1, ABCG5/8 genes were analysed by polymerase chain reaction amplification and Sanger sequencing. The 6-SNP LDL-C genetic risk score (GRS) for polygenic hypercholesterolaemia was validated in the Portuguese population and cases with a GRS over the 25th percentile were considered to have a high likelihood of polygenic hypercholesterolaemia. An FH-causing mutation was found in 39% of patients (94% in LDLR, 5% APOB and 1% PCSK9), while at least 29% have polygenic hypercholesterolaemia and 1% have other lipid disorders. A genetic cause for the FH phenotype was found in 503 patients (69%). All known causes of the FH phenotype should be investigated in FH cohorts to ensure accurate diagnosis and appropriate management.
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Albuquerque J, Alves A, Medeiros A, Bourbon M, Antunes M. Classification methods applied to familial hypercholesterolemia diagnosis at pediatric age: Comparison of Simon Broome criteria with modified decision tree models. Atherosclerosis 2020. [DOI: 10.1016/j.atherosclerosis.2020.10.642] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Valentim-Coelho C, Vaz F, Antunes M, Neves S, Martins IL, Osório H, Feliciano A, Pinto P, Bárbara C, Penque D. Redox-Oligomeric State of Peroxiredoxin-2 and Glyceraldehyde-3-Phosphate Dehydrogenase in Obstructive Sleep Apnea Red Blood Cells under Positive Airway Pressure Therapy. Antioxidants (Basel) 2020; 9:E1184. [PMID: 33256145 PMCID: PMC7761104 DOI: 10.3390/antiox9121184] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2020] [Revised: 11/19/2020] [Accepted: 11/23/2020] [Indexed: 12/21/2022] Open
Abstract
In this study, we examined the effect of six months of positive airway pressure (PAP) therapy on Obstructive Sleep Apnea (OSA) red blood cell (RBC) proteome by two dimensional difference gel electrophoresis (2D-DIGE) - based proteomics followed by Western blotting (WB) validation. The discovered dysregulated proteins/proteoforms are associated with cell death, H2O2 catabolic/metabolic process, stress response, and protein oligomerization. Validation by nonreducing WB was performed for peroxiredoxin-2 (PRDX2) and glyceraldehyde-3-phosphate dehydrogenase (GAPDH) by using antibodies against the sulfinylated/sulfonylated cysteine of these proteins to better evaluate their redox-oligomeric states under OSA and/or in response to PAP therapy. The results indicated that the redox-oligomeric state of GAPDH and PRDX2 involving overoxidation by sulfinic/sulfonic acids were differentially modulated in OSA RBC, which might be compromising RBC homeostasis. PAP therapy by restoring this modulation induced a higher oligomerization of overoxidized GAPDH and PRDX2 in some patients that could be associated with eryptosis and the chaperone "gain" of function, respectively. This varied response following PAP may result from the complex interplay between OSA and OSA metabolic comorbidity. Hence, information on the redox status of PRDX2 and GAPDH in RBC will help to better recognize OSA subtypes and predict the therapeutic response in these patients. GAPDH monomer combined with body mass index (BMI) and PRDX2 S-S dimer combined with homeostatic model assessment for insulin resistance (HOMA-IR) showed to be very promising biomarkers to predict OSA and OSA severity, respectively.
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Neto ML, Antunes M, Lopes M, Ferreira D, Rilling J, Prata D. Oxytocin and vasopressin modulation of prisoner's dilemma strategies. J Psychopharmacol 2020; 34:891-900. [PMID: 32207359 PMCID: PMC7583454 DOI: 10.1177/0269881120913145] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
BACKGROUND The neuropeptides oxytocin and vasopressin have been repeatedly implicated in social decision making by enhancing social salience and, generally, cooperation. The iterated and sequential version of the prisoner's dilemma (PD) game is a social dilemma paradigm eliciting strategies of cooperation versus competition. AIMS We aimed to characterise the role of PD players' sex, game partner type (computer vs. human) and oxytocin or vasopressin inhalation on the player's strategy preference. METHODS Participants (153 men; 151 women) were randomised to intranasal 24 IU oxytocin, 20 IU vasopressin or placebo, double-blind, and played the PD. We examined main and interactive effects of sex, drug and partner type on strategy preference. RESULTS We found a pervasive preference for a tit-for-tat strategy (i.e. general sensitivity to the partner's choices) over unconditional cooperation, particularly when against a human rather than a computer partner. Oxytocin doubled this sensitivity in women (i.e. the preference for tit-for-tat over unconditional cooperation strategies) when playing against computers, which suggests a tendency to anthropomorphise them, and doubled women's unconditional cooperation preference when playing against humans. Vasopressin doubled sensitivity to the partner's previous choices (i.e. for tit-for-tat over unconditional cooperation) across sexes and partner types. CONCLUSIONS These findings suggest that women may be more sensitive to oxytocin's social effects of anthropomorphism of non-humans and of unconditional cooperation with humans, which may be consistent with evolutionary pressures for maternal care, and that vasopressin, irrespective of sex and partner type, may be generally sensitising humans to others' behaviour.
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Moura AM, Antunes M, Martins SO, Raposo JF. A statistical model to identify determinants of glycemic control in patients with type 2 diabetes with different pharmacotherapeutic profiles. PLoS One 2020; 15:e0235376. [PMID: 32629460 PMCID: PMC7338077 DOI: 10.1371/journal.pone.0235376] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2020] [Accepted: 06/14/2020] [Indexed: 12/25/2022] Open
Abstract
AIM To develop a statistical model to identify determinants of glycemic control. MATERIALS AND METHODS A database was extracted from patients' records with at least one glycated hemoglobin (HbA1c) analysis and with antidiabetic therapy established and stabilized. A logistic regression model was designed to identify the statistical significance of factors associated with glycemic control. RESULTS Higher probability of success (HbA1c ≤8% [64 mmol/mol]) was found for those who were older in age, those who were men, and those with higher education levels. Increased values for the following variables were associated with the poorest glycemic control: number of years of T2DM since diagnosis, number of antidiabetic medicines, body mass index, low-density lipoprotein cholesterol, triglycerides, systolic blood pressure and number of diabetes consultations in the last twelve months. The following pharmacotherapeutic treatments were associated with glycemic control (in decreasing order of the results): oral antidiabetic drugs; oral antidiabetic drugs and insulin; insulin. Patients using metformin and a dipeptidyl peptidase-4 inhibitors have a higher probability of success than do patients using metformin and a sulfonylurea, and patients using insulin and metformin have a higher probability of success than do patients using insulin alone. CONCLUSIONS Sociodemographic, clinical and therapeutic parameters can strongly affect glycemic control. Studies based on real-life patient data provide important information on the development of more effective glycemic control.
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Nunes P, Antunes M, Silva C. Cybersecurity risk analysis in healthcare institutions. Eur J Public Health 2020. [DOI: 10.1093/eurpub/ckaa040.029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Abstract
Introduction The growing digitization of businesses and its increasing dependence on Internet infrastructure has boosted the concerns related to data privacy and confidentiality. Healthcare institutions have been challenged with specific issues, namely the sensitivity of data, the specificity of networked equipment and the average information technology skills held by of healthcare professionals in Portugal.
Objectives To understand the relationship level established by healthcare professionals with the information security by assessing attitudes and behaviours in cybersecurity; to identify risks and actions that may be taken to enhance the healthcare professional’s cybersecurity awareness.
Methodology The study consists in translating, adjusting and applying two previously validated and published Likert-type response scales to assess health professionals' cybersecurity attitudes and behaviours in the Portuguese health environment. This is an observational, quantitative, cross-sectional and descriptive study in cybersecurity attitudes and behaviours in a healthcare institution in Portugal.
Results The sample was composed by 56 professionals, 71% women and 29% men, divided in four professional groups, where a mean (±SD) of 31.59 (±14.211) points was achieved for the cybersecurity risky behaviour (RScB) scale and 66.41 (±6,26) points for the cybersecurity and cybercrime in business attitudes scale (ATC-IB).
Conclusions There was no-significant statistical differences between the sociodemographic factors and the scores obtained on both scales. However, the points of the scales for the different domains evidences a statistical difference between ages, genders and professional groups by items, which are therefore important points for the development of future studies. The results showed a relationship between acquired behaviours and the attitudes of involvement with work and organizational commitment, establishing a bridge for the quantification in awareness.
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Torres Cruz A, De Oliveira Januário P, Coelho Baptista I, Da Rocha Rodrigues A, Chagas Bernardo CH, Silva Nunes T, Antunes M, Merllin Batista de Souza I, Pasqual Marques A. AB1319-HPR EFFECT OF SEGMENTAL STABILIZATION AND PILATES ON CHRONIC NON-SPECIFIC LOW BACK PAIN: PILOT STUDY. Ann Rheum Dis 2020. [DOI: 10.1136/annrheumdis-2020-eular.3371] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
Background:Low back pain is an important health condition with major socioeconomic consequences and is associated with high costs for the health system, absenteeism at work and reduced functional performance. It is one of the most relevant health problems in the elderly, with point prevalence estimates higher than other musculoskeletal conditions.Objectives:To verify the effect of segmental stabilization versus the Pilates method in the elderly with chronic low back pain.Methods:The study included 9 elderly women with chronic low back pain randomized into two groups: Segmental Stabilization Group (SG n = 5; age 65.2 ± 4.32; Body Mass Index - BMI 29.99 ± 4.65) and Pilates Group (PG n = 4; age 67.75 ± 7.13; BMI 26.49 ± 4.06). Both groups underwent 16 individual sessions of 60 minutes twice a week and avaliated before and after 8 weeks. Pain was assessed using the Visual Analogue Pain Scale; functional disability, by Oswestry’s disability index; excessive fear of movement and physical activity, using the Tampa Kinesiophobia Scale; level of confidence in the balance for specific activities, on the Activity-Specific Balance Confidence (ABC) scale and; activation of the transverse muscle of the abdomen, by the pressure biofeedback unit Stabilizer of the Chatanooga brand. The allocation and evaluations of the participants were performed by a blind examiner. The data were analyzed using the Student’s t-test with the level of significance (p≤0.05).Results:The data show significant differences in the reduction of pain intensity (p= 0.022) and functional disability (p=0.023) only in SG and improvement in kinesiophobia (p=0.007) only in PG. The level of confidence in the balance for specific activities was better in the SG when compared to the PG (p=0.059). There was no difference in the activation of the transversus abdominis in both groups.Conclusion:The results indicate that the segmental stabilization was effective to improve pain and functional disability, Pilates to improve the degree of kinesiophobia and the SG obtained a better result when compared to the PG regarding the level of confidence in the balance for specific activities. Both techniques had a great effect on improving functional capacity and on the level of confidence in the balance for specific activities. It is suggested to carry out studies with a larger number of participants and follow-up evaluation to assess the long-term effects.References:[1]Boonstra AM, Preuper HRS, Reneman MF, Posthumus JB, Stewart RE. Reliability and validity of the visual analogue scale for disability in patients with chronic musculoskeletal pain. IJSR 2008; 3(2):165-9.[2]Marques AP, Mendes YC, Taddei U, Pereira CAB, Assumpção A. Brazilian-Portuguese translation and cross cultural adaptation of the activities-specific balance confidence ABC) scale. Braz J Phys Ther 2013; 17(2): 170-8.[3]Siqueira FB, Teixeira-Salmela LF, Magalhães LC. Análise das propriedades psicométricas da versão brasileira da escala tampa de cinesiofobia. Acta Orto Bras 2007; 15(1): 19-24.[4]Viggato R, Alexandre NMC, Correa Filho HR. Development of a Braziliam Portuguese version of the Oswestry Disability Index: cross-cultural adaptation, reliability, and validity. Spine 2007; 32(4):481-6.Acknowledgments:Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)Disclosure of Interests:None declared
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Blanco N, Antunes M, Machado N, de Castro L, Takiya C, Leme P, Cruz F, Silva J, Rocco P. Therapeutic effects of extracellular vesicles obtained from bone marrow-derived, adipose tissue-derived, and lung-derived mesenchymal stromal cells on the lung and distal organs in experimental sepsis. Cytotherapy 2020. [DOI: 10.1016/j.jcyt.2020.03.501] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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Albuquerque J, Alves A, Bourbon M, Antunes M. Classification Methods Applied To The Diagnosis Of Pediatric Patients With Familial Hypercholesterolemia: Comparison Of Simon Broome Criteria With Logistic Regression And Modified Decision Tree Models. Atherosclerosis 2019. [DOI: 10.1016/j.atherosclerosis.2019.06.657] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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Couceiro R, Henriques J, Paiva RP, Antunes M, Carvalho P. Physiologically motivated detection of Atrial Fibrillation. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2018; 2017:1278-1281. [PMID: 29060109 DOI: 10.1109/embc.2017.8037065] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Atrial Fibrillation (AF) is the most common arrhythmia and it is estimated to affect 33.5 million people worldwide. AF is associated with an increased risk of mortality and morbidity, such as heart failure and stroke and affects mostly older persons and persons with other conditions (e.g. heart failure and coronary artery disease). In order to prevent such life threatening and life quality reducing conditions it is essential to provide better algorithms, capable of being integrated in low-cost personalized health systems. This paper presents a new algorithm for AF detection, which is based on the analysis of the three physiological characteristics of AF: 1) Irregularity of heart rate and; 2) Absence of P-waves and 3) Presence of fibrillatory waves. Based on these characteristics several features were extracted from 12-lead electrocardiograms (ECG) and selected according to their discrimination ability. The classification between AF and non-AF episodes was performed using a Support Vector Machine (SVM) classification model. Our results show that the identification of the fibrillatory patterns, using the proposed features, extracted from the analysis of 12-lead ECG improves the performance of the algorithm to a sensitivity of 88.5% and specificity 92.9%, when compared to our previous single-channel approach, in the same database.
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