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1.
Neuroimage ; 197: 383-390, 2019 08 15.
Artigo em Inglês | MEDLINE | ID: mdl-31055043

RESUMO

Peripheral measures of autonomic nervous system (ANS) activity at rest have been extensively employed as putative biomarkers of autonomic cardiac control. However, a comprehensive characterization of the brain-based central autonomic network (CAN) sustaining cardiovascular oscillations at rest is missing, limiting the interpretability of these ANS measures as biomarkers of cardiac control. We evaluated combined cardiac and fMRI data from 34 healthy subjects from the Human Connectome Project to detect brain areas functionally linked to cardiovagal modulation at rest. Specifically, we combined voxel-wise fMRI analysis with instantaneous heartbeat and spectral estimates obtained from inhomogeneous linear point-process models. We found exclusively negative associations between cardiac parasympathetic activity at rest and a widespread network including bilateral anterior insulae, right dorsal middle and left posterior insula, right parietal operculum, bilateral medial dorsal and ventrolateral posterior thalamic nuclei, anterior and posterior mid-cingulate cortex, medial frontal gyrus/pre-supplementary motor area. Conversely, we found only positive associations between instantaneous heart rate and brain activity in areas including frontopolar cortex, dorsomedial prefrontal cortex, anterior, middle and posterior cingulate cortices, superior frontal gyrus, and precuneus. Taken together, our data suggests a much wider involvement of diverse brain areas in the CAN at rest than previously thought, which could reflect a differential (both spatially and directionally) CAN activation according to the underlying task. Our insight into CAN activity at rest also allows the investigation of its impairment in clinical populations in which task-based fMRI is difficult to obtain (e.g., comatose patients or infants).


Assuntos
Sistema Nervoso Autônomo/fisiologia , Encéfalo/fisiologia , Frequência Cardíaca/fisiologia , Adulto , Mapeamento Encefálico , Feminino , Humanos , Imageamento por Ressonância Magnética , Masculino , Vias Neurais/fisiologia , Respiração , Fatores de Tempo , Nervo Vago/fisiologia , Adulto Jovem
2.
Arch Gynecol Obstet ; 300(5): 1303-1316, 2019 11.
Artigo em Inglês | MEDLINE | ID: mdl-31531777

RESUMO

PURPOSE: The impact of colonization with antimicrobial-resistant bacteria (AMRB) and methicillin-sensitive Staphylococcus aureus (MSSA) of healthy pregnant women is not described in detail in Germany. In this study, we screened for MSSA and AMRB, especially for methicillin-resistant S. aureus (MRSA) as well as extended-spectrum beta-lactamase (ESBL)-producing E. coli. Potential risk factors for colonization with AMRB/MSSA and the potential effects of colonization with these on the obstetric population were investigated. METHODS: From October 2013 until December 2015 pregnant women were screened before birth for colonization with AMRB/MSSA from the mammillae, nose, perianal and vaginal area. Before birth, the expectant mother was administered a standardized interview questionnaire by a trained interviewer. Data from the hospital admission records were also included. RESULTS: Samples from 651 pregnant women were analyzed. Colonization with MSSA was detected in 14.3% (n = 93), AMRB in 3.5% [(n = 23); MRSA: n = 3/ESBL: n = 20]. Significantly more colonization of AMRB/MSSA could be detected in women who had previously given birth compared to women who were nulliparous (p < 0.05). MSSA colonization was significantly associated with self-reported respiratory diseases during pregnancy (p < 0.05), but AMRB/MSSA colonization was not statistically associated with other types of infection. CONCLUSION: Our results demonstrate a low overall rate of colonization with AMRB/MSSA, as well as a low percentage of colonized pregnant women who developed infections. Multiparous women are at higher risk for colonization with MSSA/MRSA or ESBL. Because the prevalence of AMRB/MSSA is low, this study suggests that general screening of pregnant women without risk factors is not recommended.


Assuntos
Antibacterianos/uso terapêutico , Staphylococcus aureus/patogenicidade , Adulto , Antibacterianos/farmacologia , Estudos Transversais , Feminino , Humanos , Staphylococcus aureus Resistente à Meticilina , Gravidez , Prevalência , Fatores de Risco , Infecções Estafilocócicas
3.
Eur J Clin Microbiol Infect Dis ; 36(10): 1819-1826, 2017 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-28474179

RESUMO

Up to now, little has been known about the prevalence and clinical relevance of colonisation of asymptomatic pregnant women with methicillin-susceptible Staphylococcus aureus (MSSA), methicillin-resistant S. aureus (MRSA) or extended-spectrum ß-lactamase (ESBL)-producing Escherichia coli. In this two-centre cross-sectional study, we evaluated the performance and importance of screening at different times and different locations for colonisation in pregnant women and newborns. Between October 2013 and December 2015, four samples were collected from pregnant women, two from newborns at birth and three from 3-day-old newborns. Samples were screened on culturing media and were confirmed with molecular methods. MSSA was used as a surrogate for MRSA, as the two share most microbiologic characteristics and colonisation patterns. Of 763 pregnant women, 14.5% (111) were colonised with MSSA, 0.4% (3) with MRSA and 2.6% (20) with ESBL-producing E. coli. Of 658 newborns, 0.9% (10) were colonised with MSSA at birth and 13.1% (70) at 3 days old, 0.5% (3) were colonised with MRSA and 2.6% (17) with ESBL-producing E. coli. Nasal sampling identified 91.0% of MSSA-colonised pregnant women and 60.0% of newborns. In newborns, nasal and umbilical sampling at 3 days after birth discovered 84.0% of colonised cases. For ESBL-producing E. coli, the perianal region was positive in all colonised pregnant women and in 88.2% of colonised newborns. Combining nasal and perianal swabs is optimal when screening for antibiotic-resistant bacteria in pregnant women. Nasal, perianal and umbilical sample collection from 3-day-old newborns significantly increased the sensitivity compared to screening immediately after birth.


Assuntos
Infecções Bacterianas/diagnóstico , Portador Sadio/diagnóstico , Farmacorresistência Bacteriana , Escherichia coli/isolamento & purificação , Manejo de Espécimes/métodos , Staphylococcus aureus/isolamento & purificação , Adolescente , Adulto , Infecções Bacterianas/epidemiologia , Infecções Bacterianas/microbiologia , Portador Sadio/epidemiologia , Portador Sadio/microbiologia , Estudos Transversais , Escherichia coli/efeitos dos fármacos , Feminino , Humanos , Recém-Nascido , Masculino , Gravidez , Complicações Infecciosas na Gravidez , Staphylococcus aureus/efeitos dos fármacos , Inquéritos e Questionários , Adulto Jovem
4.
J Affect Disord ; 351: 143-150, 2024 Apr 15.
Artigo em Inglês | MEDLINE | ID: mdl-38281599

RESUMO

BACKGROUND: The psychological impact of breast cancer (BC) is substantial, with a significant number of patients (up to 32 %) experiencing post-traumatic stress disorder (PTSD). Exploring the emotional aspects of PTSD through the functional brain-heart interplay (BHI) offers valuable insights into the condition. BHI examines the functional interactions between cortical and sympathovagal dynamics. This study aims to investigate changes in functional directional BHI after trauma-focused (TF) psychotherapy, specifically Eye Movement Desensitization and Reprocessing (EMDR), in comparison to treatment as usual (TAU) among BC patients with PTSD. To our knowledge, this study represents the first examination of such changes. METHODS: We enrolled thirty BC patients who met the criteria for a PTSD diagnosis, with fourteen receiving EMDR and fifteen receiving TAU over a two- to three-month period. We analyzed changes in the emotional response during a script-driven imagery setting. Quantification of the functional interplay between EEG and sympathovagal dynamics was achieved using the synthetic data generation model (SDG) on electroencephalographic (EEG) and heartbeat series. Our focus was on the difference in the BHI index extracted at baseline and post-treatment. RESULTS: We found statistically significant higher coupling in the heart-to-brain direction in patients treated with EMDR compared to controls. This suggests that the flow of information from the autonomic nervous system to the central nervous system is restored following EMDR-induced recovery from PTSD. Furthermore, we observed a significant correlation between improvements in PTSD symptoms and an increase in functional BHI after EMDR treatment. CONCLUSIONS: TF psychotherapy, particularly EMDR, appears to facilitate the restoration of the bottom-up flow of interoceptive information, which is dysfunctional in patients with PTSD. The application of BHI analysis to the study of PTSD not only aids in identifying biomarkers of the disorder but also enhances our understanding of the changes brought about by TF treatments.


Assuntos
Neoplasias da Mama , Terapia Cognitivo-Comportamental , Transtornos de Estresse Pós-Traumáticos , Humanos , Feminino , Transtornos de Estresse Pós-Traumáticos/terapia , Transtornos de Estresse Pós-Traumáticos/psicologia , Neoplasias da Mama/terapia , Psicoterapia , Encéfalo , Resultado do Tratamento
5.
Aging Clin Exp Res ; 25(6): 619-24, 2013 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-24132879

RESUMO

BACKGROUNDS AND AIMS: To examine the contribution of patient body mass index to functional status, physical independence and emotional distress in various age groups (third and fourth age) of female hip-fracture patients. METHODS: A sample of 123 older females (>65 years) admitted in a major regional hospital with a diagnosis of hip fracture participated in this cross-sectional study. The outcome measures used in this study were body mass index (BMI), the Modified Barthel Index, the Goldberg General Health Questionnaire, the Tinetti Mobility Test and a survey collecting data from participants 24-72 h after admission. For our analysis, patients were divided into two groups according to their age: <80 years (third age) and >81 years (fourth age). In addition, three groups were made according to patients' body mass index <24 h prior to surgery: a normal weight group, an overweight group and an obese group. An ANCOVA was performed with age group as a between-subjects variable (third age, fourth age) and gender, educational level, marital status, type of fracture, type of surgery, presence of other fractures and BMI as covariates. RESULTS: Patients in the third-age group obtained significantly higher values in the Barthel Index (P = 0.040) and the Tinetti Mobility Test (P = 0.001) and lower values in the Goldberg General Health Questionnaire (P = 0.035) compared to the fourth-age group. When BMI was considered, significance was maintained only in the Tinetti Mobility Test. CONCLUSIONS: The BMI could be a relevant mediator of the relationship between functional decline and the aging process in the transition between third to fourth age in females.


Assuntos
Índice de Massa Corporal , Fraturas do Quadril/fisiopatologia , Fatores Etários , Idoso de 80 Anos ou mais , Estudos Transversais , Feminino , Humanos , Obesidade/fisiopatologia , Sobrepeso/fisiopatologia , Prognóstico
6.
Eur J Clin Microbiol Infect Dis ; 30(7): 869-72, 2011 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-21271268

RESUMO

The VITEK 2 AST-N111 card was evaluated for detection of extended-spectrum beta-lactamases (ESBLs) by testing 51 ESBL positive and 50 ESBL negative isolates of E. coli, K. pneumoniae, and K. oxytoca. The occurrence of beta-lactamase genes was confirmed by PCR and sequencing. The advanced expert system (AES) of the VITEK 2 system achieved sensitivity and specificity values of 100% and 96.0%, respectively. The ESBL test of the VITEK 2 AST-N111 card showed a sensitivity of 92.1% and a specificity of 90.0%. Contradictory results obtained with the two VITEK 2 tools could be clarified by combination disk tests in nine of 11 isolates. The combined use of AES and ESBL tests of the AST-N111 card in association with combination disk tests in case of contradictory results seems to be a reliable method for ESBL detection.


Assuntos
Técnicas Bacteriológicas/métodos , Escherichia coli/enzimologia , Klebsiella oxytoca/enzimologia , Klebsiella pneumoniae/enzimologia , beta-Lactamases/análise , DNA Bacteriano/genética , Escherichia coli/genética , Genes Bacterianos , Humanos , Klebsiella oxytoca/genética , Klebsiella pneumoniae/genética , Reação em Cadeia da Polimerase , Sensibilidade e Especificidade , Análise de Sequência de DNA , beta-Lactamases/genética
7.
Annu Int Conf IEEE Eng Med Biol Soc ; 2021: 2976-2980, 2021 11.
Artigo em Inglês | MEDLINE | ID: mdl-34891870

RESUMO

Osteoarthritis is a common disease that implies joint degeneration and that strongly affects the quality of life. Conventional radiography remains currently the most used diagnostic method, even if it allows only an indirect assessment of the articular cartilage and employ the use of ionizing radiations. A non-invasive, continuous and reliable diagnosis is crucial to detect impairments and to improve the treatment outcomes.Quantitative ultrasound techniques have proved to be very useful in providing an objective diagnosis of several soft tissues. In this study, we propose quantitative ultrasound parameters, based on the analysis of radiofrequency data derived from both healthy and osteoarthritis-mimicking (through chemical degradation) ex-vivo cartilage samples. Using a transmission frequency typically employed in the clinical practice (7.5-15 MHz) with an external ultrasound probe, we found results in terms of reflection at the cartilage surface and sample thickness comparable to those reported in the literature by exploiting arthroscopic transducers at high frequency (from 20 to 55 MHz). Moreover, for the first time, we introduce an objective metric based on the phase entropy calculation, able to discriminate the healthy cartilage from the degenerated one.Clinical Relevance- This preliminary study proposes a novel and quantitative method to discriminate healthy from degenerated cartilage. The obtained results pave the way to the use of quantitative ultrasound in the diagnosis and monitoring of knee osteoarthritis.


Assuntos
Cartilagem Articular , Osteoartrite do Joelho , Cartilagem Articular/diagnóstico por imagem , Humanos , Qualidade de Vida , Transdutores , Ultrassonografia
8.
Sci Rep ; 11(1): 301, 2021 01 11.
Artigo em Inglês | MEDLINE | ID: mdl-33432022

RESUMO

Bone fracture is a continuous process, during which bone mineral matrix evolves leading to an increase in hydroxyapatite and calcium carbonate content. Currently, no gold standard methods are available for a quantitative assessment of bone fracture healing. Moreover, the available tools do not provide information on bone composition. Whereby, there is a need for objective and non-invasive methods to monitor the evolution of bone mineral content. In general, ultrasound can guarantee a quantitative characterization of tissues. However, previous studies required measurements on reference samples. In this paper we propose a novel and reference-free parameter, based on the entropy of the phase signal calculated from the backscattered data in combination with amplitude information, to also consider absorption and scattering phenomena. The proposed metric was effective in discriminating different hydroxyapatite (from 10 to 50% w/v) and calcium carbonate (from 2 to 6% w/v) concentrations in bone-mimicking phantoms without the need for reference measurements, paving the way to their translational use for the diagnosis of tissue healing. To the best of our knowledge this is the first time that the phase entropy of the backscattered ultrasound signals is exploited for monitoring changes in the mineral content of bone-like materials.


Assuntos
Densidade Óssea , Processamento de Imagem Assistida por Computador/métodos , Humanos , Razão Sinal-Ruído , Ultrassonografia
9.
Annu Int Conf IEEE Eng Med Biol Soc ; 2021: 2050-2053, 2021 11.
Artigo em Inglês | MEDLINE | ID: mdl-34891691

RESUMO

Detecting depression on its early stages helps preventing the onset of severe depressive episodes. In this study, we propose an automatic classification pipeline to detect subclinical depression (i.e., dysphoria) through the electroencephalography (EEG) signal. To this aim, we recorded the EEG signals in resting condition from 26 female participants with dysphoria and 38 female controls. The EEG signals were processed to extract several spectral and functional connectivity features to feed a nonlinear Support Vector Machine (SVM) classifier embedded with a Recursive Feature Elimination (RFE) algorithm. Our recognition pipeline obtained a maximum classification accuracy of 83.91% in recognizing dysphoria patients with a combination of connectivity and spectral measures. Moreover, an accuracy of 76.11% was achieved with only the 4 most informative functional connections, suggesting a central role of cortical connectivity in the theta band for early depression recognition. The present study can facilitate the diagnosis of subclinical conditions of depression and may provide reliable indicators of depression for the clinical community.


Assuntos
Depressão , Transtorno Depressivo Maior , Algoritmos , Depressão/diagnóstico , Eletroencefalografia , Feminino , Humanos , Máquina de Vetores de Suporte
10.
Med Biol Eng Comput ; 58(5): 1099-1112, 2020 May.
Artigo em Inglês | MEDLINE | ID: mdl-32162243

RESUMO

The application of Poincaré plot analysis to characterize inter-beat interval dynamics has been successfully proposed in the scientific literature for the assessment of humans' physiological states and related aberrations. In this study, we proposed novel descriptors to trace the evolution of Poincaré plot shape over the lags. Their reliability in ultra-short cardiovascular series analysis was validated on synthetic inter-beat series generated through a physiologically plausible integral pulse frequency modulation model. Furthermore, we used the proposed approach for the investigation of the direct relationship between autonomic nervous system (ANS) dynamics and hedonic olfactory elicitation, in a group of 30 healthy subjects. Participants with a similar olfactory threshold were selected, and were asked to score 5-s stimuli in terms of arousal and valence levels according to the Russell's circumflex model of affect. Their ANS response was investigated in 35-s windows after the elicitation. Experimental results showed a gender-specific, high discriminant power of the proposed approach, discerning between pleasant and unpleasant odorants with an accuracy of 83.33% and 73.33% for men and for women, respectively. Graphical Abstract Olfaction plays a crucial role in our life and is strictly related to the Autonomic Nervous System (ANS) activity, which can be monitored studying Heart Rate Variability. We used the Lagged Poincare Plot approach to recognize gender-specific ANS response in 35-second windows after the elicitation through pleasant/unpleasant odorants.


Assuntos
Sistema Nervoso Autônomo/fisiologia , Frequência Cardíaca/fisiologia , Processamento de Sinais Assistido por Computador , Olfato/fisiologia , Adulto , Algoritmos , Eletrocardiografia , Feminino , Humanos , Masculino , Odorantes , Reconhecimento Automatizado de Padrão , Máquina de Vetores de Suporte , Adulto Jovem
11.
Med Klin Intensivmed Notfmed ; 114(3): 263-275, 2019 Apr.
Artigo em Alemão | MEDLINE | ID: mdl-30824943

RESUMO

In Germany, multidrug-resistant gram-negative rods (MRGN) are classified in two groups, namely those with resistance against three (3MRGN) and those with resistance against four (4MRGN) of the following antibiotic groups: acylureidopenicillins, third or fourth generation cephalosporins, fluoroquinolones and carbapenemes. The rate of 3MRGN enterobacteria and 4MRGN Pseudomonas aeruginosa has significantly increased in German intensive care units from 2008-2014. In contrast, 4MRGN enterobacteria are still rare. The 3MRGN and 4MRGN phenotypes can be associated with different antimicrobial resistance mechanisms such as the production of extended-spectrum ß­lactamases (ESBL) or carbapenemases. The strategy for the prevention and control of MRGN in intensive care units includes basic hygiene measures as well as special measures such as contact isolation of patients. The treatment of MRGN infections should be carried out according to the antimicrobial susceptibility test results.


Assuntos
Antibacterianos , Farmacorresistência Bacteriana Múltipla , Infecções por Bactérias Gram-Negativas , Antibacterianos/uso terapêutico , Alemanha , Bactérias Gram-Negativas , Infecções por Bactérias Gram-Negativas/tratamento farmacológico , Infecções por Bactérias Gram-Negativas/prevenção & controle , Humanos , Unidades de Terapia Intensiva , Testes de Sensibilidade Microbiana , Prevalência , Pseudomonas aeruginosa , beta-Lactamases
12.
Annu Int Conf IEEE Eng Med Biol Soc ; 2019: 4330-4333, 2019 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-31946826

RESUMO

Recent advances in functional Magnetic Resonance Imaging (fMRI) research have uncovered the existence of the central autonomic network (CAN), which comprises brain regions whose activity correlates with autonomic nervous system dynamics. By exploiting the spectral paradigm of heartbeat dynamics, cortical and sub-cortical areas functionally linked to vagal activity have been identified. However, due to methodological limitations, functional neural correlates of cardiac sympathetic dynamics remain uncharacterized. To this extent, we exploit the high spatiotemporal resolution of fMRI data from the Human Connectome Project to study the CAN activity by correlating a recently proposed instantaneous characterization of sympathetic activity (the sympathetic activity index - SAI) from heartbeat dynamics. SAI estimates are embedded into the probabilistic modeling of inhomogeneous point-processes, and are derived from a combination of disentangling coefficients linked to the orthonormal Laguerre functions. By analyzing resting state recordings from 34 young healthy people, we obtain positive correlations between instantaneous SAI estimates and a number of brain regions including frontal pole, insular cortex, frontal and temporal gyri, lateral occipital cortex, paracingulate and cingulate gyri, precuneus and temporal fusiform cortices, as well as thalamus, caudate nucleus, putamen, brain-stem, hippocampus, amygdala, and nucleus accumbens. Our findings significantly extend current knowledge on the CAN, opening new avenues in the characterization of healthy and pathological states in humans.


Assuntos
Sistema Nervoso Autônomo , Encéfalo/diagnóstico por imagem , Conectoma , Imageamento por Ressonância Magnética , Mapeamento Encefálico , Voluntários Saudáveis , Humanos
13.
Annu Int Conf IEEE Eng Med Biol Soc ; 2019: 2015-2018, 2019 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-31946296

RESUMO

Uncovering the physiological correlates of dreams is one of the most ambitious aim of multidisciplinary neuroscientific research. Here we investigated Autonomic Nervous System (ANS) dynamics associated with a dream recall, with a particular focus on the complexity assessment on cardiovascular control. We recorded electrocardiogram and arterial blood pressure signals from eight healthy subjects during rapid-eye-movement sleep before awakenings. Recordings were then split into two groups: the ones with a dream experience, and the ones without recall of dream experiences. The randomness of cardiovascular variability series was assessed through Sample Entropy metrics, which did not show any statistical difference between groups. On the other hand, a multiscale complexity analysis based on Distribution Entropy and Fuzzy Entropy revealed that a higher cardiovascular complexity is associated with a dreaming experience.


Assuntos
Eletrocardiografia , Frequência Cardíaca , Sono REM , Sonhos , Eletrocardiografia/estatística & dados numéricos , Entropia , Humanos , Rememoração Mental
14.
Annu Int Conf IEEE Eng Med Biol Soc ; 2019: 2023-2026, 2019 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-31946298

RESUMO

Multiscale and multifractal (MF) analyses have been proven an effective tool for the characterisation of heartbeat dynamics in physiological and pathological conditions. However, pre-processing methods for the unevenly sampled heartbeat interval series are known to affect the estimation of MF properties. In this study, we employ a recently proposed method based on wavelet p-leaders MF spectra to estimate MF properties from cardiovascular variability series, which are also pre-processed through an inhomogeneous point-process modelling. Particularly, we exploit a non-Gaussian multiscale expansion to study changes in heartbeat dynamics as a response to a sympathetic elicitation given by the cold-pressor test. By comparing MF estimates from raw heartbeat series and the point-process model, results suggest that the proposed modelling provides features statistically discerning between stress and resting condition at different time scales. These findings contribute to a comprehensive characterization of autonomic nervous system activity on cardiovascular control during cold-pressor elicitation.


Assuntos
Sistema Nervoso Autônomo , Sistema Cardiovascular , Algoritmos , Biometria , Frequência Cardíaca , Humanos , Modelos Estatísticos , Descanso
15.
Annu Int Conf IEEE Eng Med Biol Soc ; 2019: 4934-4937, 2019 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-31946967

RESUMO

The dynamical interplay between brain and heart is mediated by several feedback mechanisms including the central autonomic network and baroreflex loop at a peripheral level, also for a short-term regulation. State of the art focused on the characterization of each regulatory pathway through a single stressor elicitation. However, no studies targeted the actual quantification of different mediating routes leading to the generation of heartbeat dynamics, particularly in case of combined exogenous stimuli. In this study, we propose a new approach based on computational modeling to quantify the contribution of multiple concurrent stimuli in modulating cardiovascular dynamics. In this preliminary attempt, the model estimates the high-frequency power of heartbeat dynamics, and derives disentangling coefficients quantifying the effect of multiple elicitations. Model evaluation is performed on healthy rate variability (HRV) series from fourteen healthy subjects undergoing physical (tilt-table) and mental stressors (aritmetics), as well as their combined administration. Results indicate that, at a group-wise level, in base of concurrent physical and mental elicitations, the physical stressor contributes for the 85% of the resulting heartbeat dynamics. These findings are in agreement with the current knowledge on heartbeat regulatory systems, providing valuable perspectives on the quantification of underlying generative mechanisms of HRV.


Assuntos
Sistema Cardiovascular , Frequência Cardíaca , Coração/fisiologia , Estresse Fisiológico , Estresse Psicológico , Sistema Nervoso Autônomo , Barorreflexo , Humanos
16.
Annu Int Conf IEEE Eng Med Biol Soc ; 2019: 7096-7099, 2019 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-31947472

RESUMO

Brain dynamics recorded through electroencephalography (EEG) have been proven to be the output of a nonstationary and nonlinear system. Thus, multifractality of EEG series has been exploited as a useful tool for a neurophysiological characterization in health and disease. However, the role of EEG multifractality under peripheral stress is unknown. In this study, we propose to make use of a novel tool, the recently defined non-Gaussian multiscale analysis, to investigate brain dynamics in the range of 4-8Hz following a cold-pressor test versus a resting state. The method builds on the wavelet p-leader multifractal spectrum to quantify different types of departure from Gaussian and linear properties, and is compared here to standard linear descriptive indices. Results suggest that the proposed non-Gaussian multiscale indices were able to detect expected changes over the somatosensory and premotor cortices, over regions different from those detected by linear analyses. They further indicate that preferred responses for the contralateral somatosensory cortex occur at scales 2.5s and 5s. These findings contribute to the characterization of the so-called central autonomic network, linking dynamical changes at a peripheral and a central nervous system levels.


Assuntos
Eletroencefalografia , Sistema Nervoso Autônomo , Encéfalo , Distribuição Normal , Córtex Somatossensorial
17.
Med Biol Eng Comput ; 57(1): 123-134, 2019 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-30008027

RESUMO

Emphatic doctor-patient communication has been associated with improved psycho-physiological well-being involving cardiovascular and neuroendocrine responses. Nevertheless, a comprehensive assessment of heartbeat linear and nonlinear dynamics throughout the communication of a life-threatening disease has not been performed yet. To this extent, we studied linear heartbeat dynamics through the extraction of time-frequency domain measurements, as well as heartbeat nonlinear and complex dynamics through novel approaches to compute multi-scale and multi-lag series analyses: namely, the multi-scale distribution entropy and lagged Poincaré plot symbolic analysis. Heart rate variability series were recorded from 54 healthy female subjects who were blind to the aim of the experiment. Participants were randomly assigned into two groups: 27 subjects watched a video where an oncologist discloses the diagnosis of a cancer metastasis to a patient, whereas the remaining 27 watched the same video including four additional supportive comments by the clinician. Considering differences between the beginning and the end of each communication video, results from non-parametric Wilcoxon tests demonstrated that, at a group level, significant differences occurred in heartbeat linear and nonlinear dynamics, with lower complexity during nonsupportive communication. Furthermore, a support vector machine algorithm, validated using a leave-one-subject-out procedure, was able to discern the supportive experience at a single-subject level with an accuracy of 83.33% when nonlinear features were considered, dropping to 51.85% when using standard HRV features only. In conclusion, heartbeat nonlinear and complex dynamics can be a viable tool for the psycho-physiological evaluation of supportive doctor-patient communication. Graphical Abstract Scheme of the three main stages of the study: signal acquisition during doctor-patient communication, ECG signal processing and pattern recognition results.


Assuntos
Frequência Cardíaca/fisiologia , Relações Médico-Paciente , Processamento de Sinais Assistido por Computador , Apoio Social , Adulto , Ansiedade/psicologia , Comunicação , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Reconhecimento Automatizado de Padrão , Máquina de Vetores de Suporte , Gravação em Vídeo
18.
Annu Int Conf IEEE Eng Med Biol Soc ; 2018: 392-395, 2018 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-30440417

RESUMO

This paper reports on a multiclass arousal recognition system based on autonomic nervous system linear and nonlinear dynamics during affective visual elicitation. We propose a new hybrid method based on Lagged Poincaré Plot (LPP) and symbolic analysis, hereinafter called LPPsymb. This tool uses symbolic analysis to evaluate the irregularity of the trends of Lagged Poincaré Plot (LPP) quantifiers over the lags, and is here applied to investigate complex Heart Rate Variability (HRV) changes during emotion stimuli. In the experimental protocol 22 healthy subjects were elicited through a passive visualization of affective images gathered from the international affective picture system. LPPsymb and standard HRV analysis (defined in time and frequency domains) were applied to HRV series of one minute length. Then, an ad-hoc pattern recognition algorithm based on quadratic discriminant classifier was implemented and validated through a leave-onesubject-out procedure. The best performance of the proposed classification algorithm for recognizing the four classes of arousal was obtained using nine features comprising heartbeat complex dynamics, achieving an accuracy of 71.59%.


Assuntos
Algoritmos , Nível de Alerta , Sistema Nervoso Autônomo/fisiologia , Nível de Alerta/fisiologia , Emoções , Voluntários Saudáveis , Frequência Cardíaca , Humanos , Dinâmica não Linear , Reconhecimento Fisiológico de Modelo , Adulto Jovem
19.
Annu Int Conf IEEE Eng Med Biol Soc ; 2018: 3068-3071, 2018 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-30441042

RESUMO

Sympathovagal balance, an autonomic index resulting from the sympathetic and parasympathetic influences on cardiovascular control, has been extensively used in the research practice. The current assessment is based on analyzing Heart Rate Variability (HRV) series in the frequency domain by regarding the ratio between the low and high frequency components (LF/HF). Nevertheless, LF and HF powers are known to be both influenced by vagal activity which strongly bias the accuracy of this method. To this extent, in this study we combine time-varying estimates from electrodermal activity (EDA) and HRV to propose a novel index of sympathovagal balance. Particularly, sympathetic activity is estimated from the EDA power calculated within the 0.045-0.25Hz bandwidth $(EDA_{Symp})$, whereas parasympathetic dynamics is measured instantaneously through a point-process modeling framework devised for heartbeat dynamics $(HF_{pp})$. We test our new index $SV = EDA_{Symp/HF_{pp}}$ on data gathered from 22 healthy subjects (7 females and 15 males) undergoing a 3 minutes gold standard protocol for sympathetic elicitation as the cold-pressor test (CPT). Results show that the activation of the proposed sympathovagal tone is consistent with CPT elicitation and is associated with a significantly higher statistical discriminant power than the standard LF/HF ratio, also revealing different dynamics between female and male subjects.


Assuntos
Sistema Cardiovascular , Resposta Galvânica da Pele , Sistema Nervoso Autônomo , Feminino , Frequência Cardíaca , Humanos , Masculino , Nervo Vago
20.
Annu Int Conf IEEE Eng Med Biol Soc ; 2018: 4611-4614, 2018 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-30441379

RESUMO

We propose a novel modelling framework to study non-stationary, directional brain-heart interplay in a time varying fashion. Considering electroencephalographic (EEG) signals and Heart Rate Variability (HRV) series as inputs, a new multivariate formulation is derived from proper coupling functions linking cortical electrical activity and heartbeat dynamics generation models. These neural-autonomic coupling rules are formalised according to the current knowledge on the central autonomic network and fully parametrised in adaptive coefficients quantifying the information outflow from-brain-to- heart as well as from-heart-to-brain. Such coefficients can be effectively estimated by solving the model inverse problem, and profitably exploited for a novel assessment of brain-heart interactions. Here we show preliminary experimental results gathered from 27 healthy volunteers undergoing significant sympatho-vagal perturbations through cold-pressor test and discuss prospective uses of this novel methodological frame- work. Specifically, we highlight how the directional brain-heart coupling significantly increases during prolonged baroreflex elicitation with specific time delays and throughout specific brain areas, especially including fronto-parietal regions and lateralisation mechanisms in the temporal cortices.


Assuntos
Encéfalo/fisiologia , Eletroencefalografia , Frequência Cardíaca , Coração/fisiologia , Modelos Biológicos , Adulto , Sistema Nervoso Autônomo , Barorreflexo , Feminino , Humanos , Masculino
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