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1.
Sensors (Basel) ; 19(24)2019 Dec 17.
Artigo em Inglês | MEDLINE | ID: mdl-31861123

RESUMO

The development and validation of a system for multi-site photoplethysmography (PPG) and electrocardiography (ECG) is presented. The system could acquire signals from 8 PPG probes and 10 ECG leads. Each PPG probe was constituted of a light-emitting diode (LED) source at a wavelength of 940 nm and a silicon photomultiplier (SiPM) detector, located in a back-reflection recording configuration. In order to ensure proper optode-to-skin coupling, the probe was equipped with insufflating cuffs. The high number of PPG probes allowed us to simultaneously acquire signals from multiple body locations. The ECG provided a reference for single-pulse PPG evaluation and averaging, allowing the extraction of indices of cardiovascular status with a high signal-to-noise ratio. Firstly, the system was characterized on optical phantoms. Furthermore, in vivo validation was performed by estimating the brachial-ankle pulse wave velocity (baPWV), a metric associated with cardiovascular status. The validation was performed on healthy volunteers to assess the baPWV intra- and extra-operator repeatability and its association with age. Finally, the baPWV, evaluated via the developed instrumentation, was compared to that estimated with a commercial system used in clinical practice (Enverdis Vascular Explorer). The validation demonstrated the system's reliability and its effectiveness in assessing the cardiovascular status in arterial ageing.


Assuntos
Artérias/diagnóstico por imagem , Artérias/fisiologia , Sistema Cardiovascular/diagnóstico por imagem , Eletrocardiografia , Fotopletismografia , Adulto , Idoso , Idoso de 80 Anos ou mais , Índice Tornozelo-Braço , Humanos , Pessoa de Meia-Idade , Análise de Onda de Pulso , Rigidez Vascular , Adulto Jovem
2.
Neurol Sci ; 36(11): 2129-36, 2015 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-26169760

RESUMO

The accumulation of lactate in the blood after a high-intensity exercise is associated with an increase of lactate extractions by the brain. Previously, a negative influence of blood lactate on attentional processes has been observed. The present study was carried out to examine the association of high blood lactate levels, induced with a maximal cycling, with another cognitive domain: working memory. For evaluation of working memory two different protocols were used: the first (Self-Ordered Pointing Task) capable of analyzing non-spatial working memory requiring the ability to generate and monitor a sequence of responses and the second for evaluating motor working memory necessary to perform a motor task. The study was carried out in 30 students (15 males and 15 females) who performed exhaustive exercise. In each subject, blood lactate was measured and motor as well as non-motor forms of working memory were evaluated before the exercise, at its end as well as 15 min after the exhaustion. It was observed that an increase of blood lactate levels is associated with a worsening of both types of working memory.


Assuntos
Exercício Físico/fisiologia , Exercício Físico/psicologia , Ácido Láctico/sangue , Memória de Curto Prazo/fisiologia , Adolescente , Ciclismo/fisiologia , Ciclismo/psicologia , Feminino , Humanos , Masculino , Testes Psicológicos , Desempenho Psicomotor/fisiologia , Caracteres Sexuais , Adulto Jovem
3.
Neurol Sci ; 36(4): 541-6, 2015 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-25423913

RESUMO

We studied, in healthy adult subjects, the association of high blood lactate levels, induced with an exhaustive exercise (12 subjects) or an intravenous infusion (four subjects) of a lactate solution (3 mg/kg in 1 min), with amplitude and latency of visual-evoked potentials. Amplitude of N75, P100, and N145 components did not show significant changes, whereas latency of P100 was reduced at exercise's end and that of N145 increased 10 min after the conclusion. Therefore, an increase of blood lactate induced by an exhaustive exercise or an intravenous infusion appears to induce an improvement in the conduction time between eye and striate cortex, while it seems to evoke a worsening of intracortical communication between striate and extrastriate areas.


Assuntos
Potenciais Evocados Visuais/fisiologia , Ácido Láctico/sangue , Tempo de Reação/fisiologia , Adulto , Análise de Variância , Glicemia , Eletroencefalografia , Potenciais Evocados Visuais/efeitos dos fármacos , Exercício Físico/fisiologia , Feminino , Humanos , Ácido Láctico/farmacologia , Masculino , Estimulação Luminosa , Psicofísica , Fatores de Tempo , Adulto Jovem
4.
Neurol Sci ; 36(9): 1597-601, 2015 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-25876852

RESUMO

We compared, in 20 subjects, the effects of high blood lactate levels on amplitude and latency of P1, N1, P2 and N2 components of lower limb somatosensory evoked potential (SEP), an useful, noninvasive tool for assessing the transmission of the afferent volley from periphery up to the cortex. SEPs were recorded from CPz located over the somatosensory vertex and referenced to FPz with a clavicle ground. Measurements were carried out before, at the end as well as 10 and 20 min after the conclusion of a maximal exercise carried out on a mechanically braked cycloergometer. After the exercise, P2-N2 amplitudes as well as latency of P1 and N1 components showed small but significant reductions. On the contrary, latency of N2 component exhibited a significant increase after the exercise's conclusion. These results suggest that blood lactate appears to have a protective effect against fatigue, at least at level of primary somatosensory cortex, although at the expense of efficiency of adjacent areas.


Assuntos
Potenciais Somatossensoriais Evocados , Exercício Físico , Ácido Láctico/sangue , Extremidade Inferior/fisiologia , Fadiga Muscular , Córtex Somatossensorial/fisiologia , Adulto , Ciclismo/fisiologia , Análise Química do Sangue , Feminino , Humanos , Masculino , Nervo Tibial/fisiologia , Adulto Jovem
5.
Somatosens Mot Res ; 31(1): 35-9, 2014 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-24044581

RESUMO

Excitability of primary hand motor cortex (PHMC), evaluated with transcranial magnetic stimulation by using the "1 mV resting motor threshold" method, and capillary blood lactate were measured at the end, as well as 5 and 10 min after a fatiguing hand-grip exercise. The relation between blood lactate and the amplitudes of motor-evoked potentials showed a significant direct proportionality. Blood lactate seems to exert a protective role on PHMC against fatigue reduction during extremely intensive isometric exercises.


Assuntos
Córtex Cerebral/fisiologia , Potencial Evocado Motor/fisiologia , Força da Mão , Contração Isométrica/fisiologia , Ácido Láctico/sangue , Fadiga Muscular/fisiologia , Adulto , Humanos , Masculino , Estimulação Magnética Transcraniana
6.
Somatosens Mot Res ; 31(1): 1-6, 2014 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-23738629

RESUMO

Blood levels of lactate and glucose were measured in 15 healthy male athletes with the purpose of evaluating possible correlation between their blood values and intensity and selectivity of attention, after a 30-min steady-state test performed at 60 and 80% of maximal oxygen consumption (VO2max). On the basis of the results, we conclude that, during aerobic exercise, a worsening of attentional capabilities does not occur unless there is an increase of blood lactate above 4 mmol/l.


Assuntos
Atenção/fisiologia , Glicemia/análise , Exercício Físico/fisiologia , Ácido Láctico/sangue , Humanos , Masculino , Adulto Jovem
7.
Percept Mot Skills ; 118(3): 733-45, 2014 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-25068743

RESUMO

In equestrian show jumping, attention is particularly important to ensure maximum accuracy. Due to the anaerobic nature of the jumping and its requirement for precision coordination between human and horse, there may be a relation between the onset of lactic threshold and decrease in attention. In 12 healthy and injury-free equestrians (6 men, 6 women), the effects (blood lactate and glucose) of a show jumping course (250 m long with eight vertical obstacles with a height of 1.15 m height) on capacity and selectivity of attention was assessed. A typical reaction time paradigm and test of divided attention were administered. At the end of the course a significant increase of blood lactate was observed, whereas blood glucose did not significantly change. A deterioration of attention (intensity and selectivity) and a worsening of performance with increasing of blood lactate were observed. The present results led to the conclusion that the increase in blood lactate that occurs in riders executing a show jumping course is associated with worsening of both attentive capabilities and performance.


Assuntos
Atenção/fisiologia , Ácido Láctico/sangue , Esportes/fisiologia , Adulto , Desempenho Atlético/fisiologia , Glicemia/análise , Feminino , Humanos , Masculino , Adulto Jovem
8.
Percept Mot Skills ; 118(3): 940-50, 2014 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-25068756

RESUMO

The main purpose of the present investigation of 21 elite male swimmers was to assess whether the Ape Index (the ratio between the individual's arm span and height) and/or the second-to-fourth digit length ratio (2D:4D), i.e., the ratio between the length of the second and the fourth fingers of the right hand, are associated with the performance of high-level swimmers, when mood and/or executive function are covaried. The results showed no statistically significant correlation between the Ape Index and 2D:4D ratio, performance, executive function, or mood. In contrast, statistically significant correlations were found between 2D:4D ratio and performance, executive function, and mood. Regressions indicated that 2D:4D ratio and not Ape Index is related to the performances of a sample of male swimmers.


Assuntos
Afeto/fisiologia , Desempenho Atlético/fisiologia , Pesos e Medidas Corporais , Função Executiva/fisiologia , Adolescente , Antropometria , Humanos , Masculino , Natação/fisiologia , Adulto Jovem
9.
Genes (Basel) ; 15(5)2024 05 16.
Artigo em Inglês | MEDLINE | ID: mdl-38790263

RESUMO

In the present study, we have explored the involvement of Toll-like Receptor 4 (TLR4) in atrial fibrillation (AF), by using a meta-analysis of publicly available human transcriptomic data. The meta-analysis revealed 565 upregulated and 267 downregulated differentially expressed genes associated with AF. Pathway enrichment analysis highlighted a significant overrepresentation in immune-related pathways for the upregulated genes. A significant overlap between AF differentially expressed genes and TLR4-modulated genes was also identified, suggesting the potential role of TLR4 in AF-related transcriptional changes. Additionally, the analysis of other Toll-like receptors (TLRs) revealed a significant association with TLR2 and TLR3 in AF-related gene expression patterns. The examination of MYD88 and TICAM1, genes associated with TLR4 signalling pathways, indicated a significant yet nonspecific enrichment of AF differentially expressed genes. In summary, this study offers novel insights into the molecular aspects of AF, suggesting a pathophysiological role of TLR4 and other TLRs. By targeting these specific receptors, new treatments might be designed to better manage AF, offering hope for improved outcomes in affected patients.


Assuntos
Fibrilação Atrial , Receptor 4 Toll-Like , Humanos , Fibrilação Atrial/genética , Fibrilação Atrial/metabolismo , Receptor 4 Toll-Like/genética , Receptor 4 Toll-Like/metabolismo , Fator 88 de Diferenciação Mieloide/genética , Fator 88 de Diferenciação Mieloide/metabolismo , Transcriptoma , Transdução de Sinais/genética , Biologia Computacional/métodos , Perfilação da Expressão Gênica , Receptor 2 Toll-Like/genética , Receptor 2 Toll-Like/metabolismo , Proteínas Adaptadoras de Transporte Vesicular
10.
Front Hum Neurosci ; 18: 1245707, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38571523

RESUMO

Background: Motor Imagery (MI) is a cognitive process consisting in mental simulation of body movements without executing physical actions: its clinical use has been investigated prevalently in adults with neurological disorders. Objectives: Review of the best-available evidence on the use and efficacy of MI interventions for neurorehabilitation purposes in common and rare childhood neurological disorders. Methods: systematic literature search conducted according to PRISMA by using the Scopus, PsycArticles, Cinahl, PUBMED, Web of Science (Clarivate), EMBASE, PsychINFO, and COCHRANE databases, with levels of evidence scored by OCEBM and PEDro Scales. Results: Twenty-two original studies were retrieved and included for the analysis; MI was the unique or complementary rehabilitative treatment in 476 individuals (aged 5 to 18 years) with 10 different neurological conditions including, cerebral palsies, stroke, coordination disorders, intellectual disabilities, brain and/or spinal cord injuries, autism, pain syndromes, and hyperactivity. The sample size ranged from single case reports to cohorts and control groups. Treatment lasted 2 days to 6 months with 1 to 24 sessions. MI tasks were conventional, graded or ad-hoc. MI measurement tools included movement assessment batteries, mental chronometry tests, scales, and questionnaires, EEG, and EMG. Overall, the use of MI was stated as effective in 19/22, and uncertain in the remnant studies. Conclusion: MI could be a reliable supportive/add-on (home-based) rehabilitative tool for pediatric neurorehabilitation; its clinical use, in children, is highly dependent on the complexity of MI mechanisms, which are related to the underlying neurodevelopmental disorder.

11.
J Neurosci Res ; 91(2): 313-20, 2013 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-23172800

RESUMO

The present study analyzed the in vitro effects induced by sodium L-lactate on human astrocytes and the SH-SY5Y cell line, when added at concentrations of 5, 10, and 25 mmol/liter. Expression of brain-derived neurotrophic factor (BDNF), inducible nitric oxide synthase (iNOS), and heat shock protein 70 kDa (HSP70) was evaluated by Western blot analysis. Cell viability with MTT, release of nitric oxide (NO) through the Griess reaction, and production of BDNF by enzyme-linked immunoassay was determined. Data indicate that, in SH-SY5Y as well as in cortical astrocytes, after 4 hr sodium L-lactate increases the expression and release of BDNF, iNOS, and NO; after 24 hr, it turns is ineffective for the production of the neurotrophin in SH-SY5Y and not in astrocytes, but the expression of iNOS and release of NO appear to be further increased compared with those after 4 hr. Sodium L-lactate influences differently the expression of HSP70 in SH-SY5Y compared with astrocytes. We propose, based on these findings, that sodium L-lactate affects the expression of BDNF in SH-SY5Y and astrocytes in a different manner: high levels of iNOS and NO expressed in SH-SY5Y have a profound inhibitory effect on the release of BDNF related to a more limited production of HSP70 by SH-SY5Y. In conclusion, the results demonstrate differences in the responses of SH-SY5Y and astrocytes to stimulation by high levels of sodium L-lactate. Sodium L-lactate differently and dose and time dependently influences the expression and release of BDNF, iNOS, NO, and HSP70 depending on the cell type.


Assuntos
Astrócitos/efeitos dos fármacos , Fator Neurotrófico Derivado do Encéfalo/metabolismo , Proteínas de Choque Térmico HSP70/metabolismo , Óxido Nítrico Sintase Tipo II/metabolismo , Lactato de Sódio/farmacologia , Células Cultivadas , Córtex Cerebral/citologia , Relação Dose-Resposta a Droga , Humanos , Técnicas Imunoenzimáticas , Neuroblastoma/patologia , Fatores de Tempo
12.
Cerebellum ; 12(5): 738-57, 2013 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-23564049

RESUMO

In the present paper, we examine the role of the cerebellar interpositus nucleus (IN) in motor and non-motor domains. Recent findings are considered, and we share the following conclusions: IN as part of the olivo-cortico-nuclear microcircuit is involved in providing powerful timing signals important in coordinating limb movements; IN could participate in the timing and performance of ongoing conditioned responses rather than the generation and/or initiation of such responses; IN is involved in the control of reflexive and voluntary movements in a task- and effector system-dependent fashion, including hand movements and associated upper limb adjustments, for quick effective actions; IN develops internal models for dynamic interactions of the motor system with the external environment for anticipatory control of movement; and IN plays a significant role in the modulation of autonomic and emotional functions.


Assuntos
Núcleos Cerebelares/fisiologia , Córtex Cerebral/fisiologia , Emoções/fisiologia , Movimento/fisiologia , Potenciais de Ação/fisiologia , Animais , Humanos
13.
Somatosens Mot Res ; 30(2): 90-5, 2013 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-23461602

RESUMO

The influence of blood lactate on brainstem excitability was tested by using the blink reflex (BR) recovery cycle on 18 sprinters. Blood lactate was measured before maximal cycling, at the end, as well as 5 and 10 min after the exhaustion. Blood lactate was associated with a decrement of R2 whereas only small changes were observed after an intravenous infusion of lactate. It seems, therefore, that lactate influences BR mainly by acting at the cortical level.


Assuntos
Tronco Encefálico/fisiologia , Exercício Físico/fisiologia , Ácido Láctico/sangue , Adulto , Piscadela/fisiologia , Teste de Esforço , Humanos , Masculino
14.
J Funct Morphol Kinesiol ; 8(3)2023 Jul 13.
Artigo em Inglês | MEDLINE | ID: mdl-37489310

RESUMO

Self-efficacy is one's awareness of being able to cope optimally with different situations. Perceived self-efficacy is a belief that closely involves emotional and personological functioning. In fact, when one perceives oneself as capable, the likelihood of success increases significantly. The aim of this research was to verify a possible correlation between self-efficacy and the Digit Ratio (2D:4D), referred to as prenatal androgen levels, and whether these correlate with some psychological variables, considering possible gender differences. This study involved 56 sports university students, whose 2D:4D ratio was calculated. Moreover, self-assessment questionnaires: the Self-efficacy Scale (SES), the Big Five Questionnaire-2 (BFQ-2), the Profile of Mood State (POMS), the State-Trait Anxiety Inventory Form Y (STAI-Y) and the Emotional Regulation Questionnaire (ERQ) were administered. The data show that the perceived levels of self-efficacy seem to be influenced by an innate predisposition linked to prenatal androgen values to which the subjects were exposed during uterine life (2D:4D). This negative correlation indicates that the higher the value of the digit ratio, the more likely it is that the level of perceived self-efficacy will be lower. Finally, the degree of perceived self-efficacy also seems to depend on the levels of subjective anxiety, understood both as a personological disposition and a contingent condition, and the latter also seems to be influenced by prenatal androgen levels, particularly in women.

15.
Front Neurogenom ; 3: 870362, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-38235465

RESUMO

This study aimed to identify a possible correlation between the D2:D4 ratio and state and/or trait anxiety in adult healthy subjects and, if so, whether it exists any difference between men and women. In addition, we also wanted to observe whether there is a relationship between participants' age and state and/or trait anxiety. The research involved 125 subjects of both sexes, who were calculated the D2:D4 ratio and were administered the self-assessment questionnaire State-Trait Anxiety Inventory (STAI-Y). Results show that there are positive significant correlations between the D2:D4 ratio and score at state anxiety and trait anxiety, in the total sample. However, if men are examined separately from women, it can be observed that only men have a statistically significant relationship between D2:D4 ratios and state anxiety and trait anxiety. Moreover, about possible relations between the age of participants and state and trait anxiety, a significant negative relationship was observed, without differences between men and women. However, only subjects with a D2:D4 ratio ≥ 1, without differences between men and women, showed a statistically significant negative linear correlation between their age and their state and trait anxiety. The present data allow us to conclude that a low D2:D4 ratio (<1) represents a protective factor against anxiety in both men and women and that this protection seems likely to act throughout life.

16.
Artigo em Inglês | MEDLINE | ID: mdl-35162138

RESUMO

BACKGROUND: Sambo is a martial art and combat sport that originated in the Soviet Union. There are two main stiles, Sport Sambo and Combat Sambo which resembles modern mixed martial arts. Very little literature is available about physiological aspects of Sambo and, in particular, on the possible effects on cognitive domains. The purpose of the present research was to determine if there is a correlation between a blood lactate increase and the intensity and/or selectivity of attentions. METHODS: Sixteen male athletes practicing Sambo for at least 5 years participated voluntarily in the study. Each athlete had to sustain, with an interval of one week, both a Sport Sambo match and a Combat Sambo match, each lasting 5 min. Blood lactate levels as well as attentive capacities were evaluated at three different times: at rest, i.e., 5 min before the start of the session (pre), at end of the session and 15 min after its conclusion. Reaction time protocol was used to evaluate the intensity of attention, whereas divided attention was assessed for analyzing the selectivity of attention together with errors and omissions. RESULTS: Concerning Sport Sambo, blood lactate was 1.66 mmol/L (±0.55 SD) before the session, reached a mean value of 3.40 mmol/L (±0.45 SD) at the end of the session (end) and returned to values similar to initial ones (a mean value of 1.98 mmol/L (±0.37 SD) after 15 min (15-end). None of the attentive parameters examined, showed statistically significant differences. Conversely, for Combat Sambo, it was found a significant increase in blood lactate levels that went from 1.66 mmol/L (±0.55 SD) before the session (pre), to 4.76 mmol/L (±0.60 SD) at the end (end) and then back to values similar to those observed before the session 15 min after its conclusion (15-end), i.e., 1.97 mmol/L (±0.37 SD); however, after a Combat Sambo session increases in blood lactate were associated with significant worsening of attentional mechanisms. CONCLUSIONS: In conclusion, in all the participants, the worsening of attentional mechanisms was observed only after the Combat Sambo session in which blood lactate values exceeded 4 mmol/L. This figure, also known as the Onset of Blood Lactate Accumulation (OBLA), is commonly used to determine the anaerobic threshold.


Assuntos
Artes Marciais , Limiar Anaeróbio/fisiologia , Atletas , Atenção , Humanos , Lactatos , Masculino , Artes Marciais/fisiologia
17.
Biosensors (Basel) ; 12(10)2022 Sep 30.
Artigo em Inglês | MEDLINE | ID: mdl-36290948

RESUMO

Automatically recognizing negative emotions, such as anger or stress, and also positive ones, such as euphoria, can contribute to improving well-being. In real-life, emotion recognition is a difficult task since many of the technologies used for this purpose in both laboratory and clinic environments, such as electroencephalography (EEG) and electrocardiography (ECG), cannot realistically be used. Photoplethysmography (PPG) is a non-invasive technology that can be easily integrated into wearable sensors. This paper focuses on the comparison between PPG and ECG concerning their efficacy in detecting the psychophysical and affective states of the subjects. It has been confirmed that the levels of accuracy in the recognition of affective variables obtained by PPG technology are comparable to those achievable with the more traditional ECG technology. Moreover, the affective psychological condition of the participants (anxiety and mood levels) may influence the psychophysiological responses recorded during the experimental tests.


Assuntos
Eletrocardiografia , Fotopletismografia , Humanos , Eletroencefalografia , Emoções , Frequência Cardíaca/fisiologia , Processamento de Sinais Assistido por Computador
18.
Somatosens Mot Res ; 28(1-2): 19-24, 2011.
Artigo em Inglês | MEDLINE | ID: mdl-21812532

RESUMO

The aim of the present study was to examine the association of high blood lactate levels, induced with a maximal cycling or with an intravenous infusion, with spinal cord excitability. The study was carried out on 17 male athletes; all the subjects performed a maximal cycling test on a mechanically braked cycloergometer, while 6 of them were submitted to the intravenous infusion of a lactate solution (3 mg/kg in 1 min). Before the exercise or the injection, also at the end as well as 5 and 10 min after the conclusion, venous blood lactate was measured and excitability of the spinal α-motoneurons was evaluated by using the H reflex technique. In both experimental conditions, it has been observed that an exhaustive exercise is associated with a strong increase of blood lactate (but not of blood glucose) and with a significant reduction of spinal excitability. Since a similar augment of blood lactate induced by an intravenous infusion, in subjects not performing any exercise, is not associated with significant changes of spinal excitability, it can be concluded that the increase of blood lactate levels during a maximal exercise is not per se capable of modifying the excitability of spinal α-motoneurons.


Assuntos
Reflexo H/efeitos dos fármacos , Ácido Láctico/sangue , Medula Espinal/efeitos dos fármacos , Medula Espinal/fisiologia , Adolescente , Análise de Variância , Atletas , Teste de Esforço , Reflexo H/fisiologia , Humanos , Infusões Intravenosas/métodos , Ácido Láctico/administração & dosagem , Masculino , Medição da Dor , Fatores de Tempo , Adulto Jovem
19.
Behav Sci (Basel) ; 11(5)2021 May 08.
Artigo em Inglês | MEDLINE | ID: mdl-34066747

RESUMO

Bipedal walking is a composite task requiring integration of many control circuitries in the brain and spinal cord. The present study was carried out to verify whether an increase in blood lactate, such as that associated with a high intensity exercise, is able to significantly modify the qualitative and/or quantitative aspects of human walking. Eighteen healthy physically male participants, aged between 20 and 24 years (M = 21.8, SD = 1.22), were recruited for the study. For this purpose, the experimental protocol included the measure of blood lactate levels with the aim of assessing possible relations between lactate blood values and different aspect of walking after an exhaustive exercise. An exhaustive exercise was associated with a strong increase of blood lactate levels and produced a significant worsening in the ability to maintain the bipodalic upright posture as well as the fluidity of walking. Our results suggest that exhausting bouts impose greater challenges on postural control.

20.
PeerJ ; 9: e10448, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33520434

RESUMO

BACKGROUND: As the human behavior is influenced by both cognition and emotion, affective computing plays a central role in human-machine interaction. Algorithms for emotions recognition are usually based on behavioral analysis or on physiological measurements (e.g., heart rate, blood pressure). Among these physiological signals, pulse wave propagation in the circulatory tree can be assessed through photoplethysmography (PPG), a non-invasive optical technique. Since pulse wave characteristics are influenced by the cardiovascular status, which is affected by the autonomic nervous activity and hence by the psychophysiological state, PPG might encode information about emotional conditions. The capability of a multivariate data-driven approach to estimate state anxiety (SA) of healthy participants from PPG features acquired on the brachial and radial artery was investigated. METHODS: The machine learning method was based on General Linear Model and supervised learning. PPG was measured employing a custom-made system and SA of the participants was assessed through the State-Trait Anxiety Inventory (STAI-Y) test. RESULTS: A leave-one-out cross-validation framework showed a good correlation between STAI-Y score and the SA predicted by the machine learning algorithm (r = 0.81; p = 1.87∙10-9). The preliminary results suggested that PPG can be a promising tool for emotions recognition, convenient for human-machine interaction applications.

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