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1.
J Neurosci ; 44(22)2024 May 29.
Artigo em Inglês | MEDLINE | ID: mdl-38604780

RESUMO

The autonomic nervous system (ANS) regulates the body's physiology, including cardiovascular function. As the ANS develops during the second to third trimester, fetal heart rate variability (HRV) increases while fetal heart rate (HR) decreases. In this way, fetal HR and HRV provide an index of fetal ANS development and future neurobehavioral regulation. Fetal HR and HRV have been associated with child language ability and psychomotor development behavior in toddlerhood. However, their associations with postbirth autonomic brain systems, such as the brainstem, hypothalamus, and dorsal anterior cingulate cortex (dACC), have yet to be investigated even though brain pathways involved in autonomic regulation are well established in older individuals. We assessed whether fetal HR and HRV were associated with the brainstem, hypothalamic, and dACC functional connectivity in newborns. Data were obtained from 60 pregnant individuals (ages 14-42) at 24-27 and 34-37 weeks of gestation using a fetal actocardiograph to generate fetal HR and HRV. During natural sleep, their infants (38 males and 22 females) underwent a fMRI scan between 40 and 46 weeks of postmenstrual age. Our findings relate fetal heart indices to brainstem, hypothalamic, and dACC connectivity and reveal connections with widespread brain regions that may support behavioral and emotional regulation. We demonstrated the basic physiologic association between fetal HR indices and lower- and higher-order brain regions involved in regulatory processes. This work provides the foundation for future behavioral or physiological regulation research in fetuses and infants.


Assuntos
Tronco Encefálico , Giro do Cíngulo , Frequência Cardíaca Fetal , Hipotálamo , Imageamento por Ressonância Magnética , Humanos , Feminino , Masculino , Giro do Cíngulo/fisiologia , Giro do Cíngulo/diagnóstico por imagem , Tronco Encefálico/diagnóstico por imagem , Tronco Encefálico/fisiologia , Recém-Nascido , Gravidez , Frequência Cardíaca Fetal/fisiologia , Adulto , Hipotálamo/fisiologia , Hipotálamo/diagnóstico por imagem , Hipotálamo/embriologia , Adolescente , Adulto Jovem , Mapeamento Encefálico/métodos , Vias Neurais/fisiologia
2.
Annu Rev Neurosci ; 39: 149-70, 2016 07 08.
Artigo em Inglês | MEDLINE | ID: mdl-27090954

RESUMO

The dorsal anterior cingulate cortex (dACC) has attracted great interest from neuroscientists because it is associated with so many important cognitive functions. Despite, or perhaps because of, its rich functional repertoire, we lack a single comprehensive view of its function. Most research has approached this puzzle from the top down, using aggregate measures such as neuroimaging. We provide a view from the bottom up, with a focus on single-unit responses and anatomy. We summarize the strengths and weaknesses of the three major approaches to characterizing the dACC: as a monitor, as a controller, and as an economic structure. We argue that neurons in the dACC are specialized for representing contexts, or task-state variables relevant for behavior, and strategies, or aspects of future plans. We propose that dACC neurons link contexts with strategies by integrating diverse task-relevant information to create a rich representation of task space and exert high-level and abstract control over decision and action.


Assuntos
Mapeamento Encefálico , Cognição/fisiologia , Giro do Cíngulo/fisiologia , Neurônios/fisiologia , Recompensa , Animais , Mapeamento Encefálico/métodos , Humanos , Imageamento por Ressonância Magnética
3.
Psychol Med ; 54(1): 159-168, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-37129070

RESUMO

BACKGROUND: Difficulties in the context-dependent modulation of conditioned fear are known for posttraumatic stress disorder and may explain the occurrence of intrusive memories in safe contexts. The current study therefore investigated if reduced context-dependent modulation of conditioned fear and its underlying neural circuitry constitute risk factors for the development of analog intrusions in response to an experimental trauma. METHODS: Eighty-five healthy women participated in the trauma film paradigm to investigate the development of analog intrusions as well as explicit memory for an experimental trauma after one week and three months, respectively. Before, participants underwent a context-dependent fear conditioning paradigm during functional magnetic resonance imaging with fear acquisition in context A and extinction training in context B on a first day, as well as extinction recall in context B and fear renewal in a novel context C one day later. Skin conductance responses (SCRs) and blood oxygen level dependent responses were main outcome measures. RESULTS: In addition to stronger fear acquisition in context A, stronger conditioned fear responses in the safe context B, as indicated by stronger conditioned SCRs or stronger activation of fear expressing regions during extinction learning and recall, predicted the development of long-term analog intrusions. CONCLUSIONS: Stronger fear responses in safe and danger contexts were risk factors for the development of long-term analog intrusions and point to decontextualized fear memories and difficulties in the context-dependent modulation of conditioned fear. Altered fear conditioning processes and reduced storage of contextual information may cause the occurrence of fear independent of context.


Assuntos
Extinção Psicológica , Resposta Galvânica da Pele , Humanos , Feminino , Extinção Psicológica/fisiologia , Medo/fisiologia , Condicionamento Clássico/fisiologia , Rememoração Mental/fisiologia , Imageamento por Ressonância Magnética
4.
Brain ; 146(12): 4826-4844, 2023 12 01.
Artigo em Inglês | MEDLINE | ID: mdl-37530487

RESUMO

The dorsomedial prefrontal cortex/dorsal anterior cingulate cortex (dmPFC/dACC) is a brain area subject to many theories and debates over its function(s). Even its precise anatomical borders are subject to much controversy. In the past decades, the dmPFC/dACC has been associated with more than 15 different cognitive processes, which sometimes appear quite unrelated (e.g. body perception, cognitive conflict). As a result, understanding what the dmPFC/dACC does has become a real challenge for many neuroscientists. Several theories of this brain area's function(s) have been developed, leading to successive and competitive publications bearing different models, which sometimes contradict each other. During the last two decades, the lively scientific exchanges around the dmPFC/dACC have promoted fruitful research in cognitive neuroscience. In this review, we provide an overview of the anatomy of the dmPFC/dACC, summarize the state of the art of functions that have been associated with this brain area and present the main theories aiming at explaining the dmPFC/dACC function(s). We explore the commonalities and the arguments between the different theories. Finally, we explain what can be learned from these debates for future investigations of the dmPFC/dACC and other brain regions' functions.


Assuntos
Encéfalo , Giro do Cíngulo , Humanos , Córtex Pré-Frontal , Mapeamento Encefálico , Aprendizagem , Imageamento por Ressonância Magnética
5.
Int Wound J ; 21(10): e70053, 2024 10.
Artigo em Inglês | MEDLINE | ID: mdl-39362798

RESUMO

Reports of overuse and antimicrobial resistance have fuelled some clinicians to adopt alternative wound dressings termed to be non-medicated or non-antimicrobials, which still claim antimicrobial or antibacterial activity. In this PROSPERO-registered systematic review, we evaluated the in vivo clinical evidence for the effectiveness of DACC-coated dressings in chronic, hard to heal wound-related outcomes. The Grading of Recommendations, Assessment, Development, and Evaluation (GRADE) Framework was adopted as the template in constructing this systematic review. The PICO format (Population [or patients], Intervention, Comparison [control], Outcome/s) was used to identify key clinical questions in determining patient outcomes under two domains (infection control and wound healing). A systematic search was performed in PubMed, OVID, Cochrane Library, clinical trial registries and data sources from independent committees. Abstracts of all studies were screened independently by two reviewers, with six further reviewers independently assessing records proceeding to full review. The authors rated the quality of evidence for each of the outcomes critical to decision making. After excluding duplicates, 748 records were screened from the databases, and 13 records were sought for full review. After full review, we excluded a further three records, leaving ten records for data extraction. Three records were narrative reviews, three systematic reviews, two prospective non-comparative before/after studies, one prospective head-to-head comparator cohort study and one retrospective head-to-head comparator cohort study. No RCTs or case versus control studies were identified. The overall quality of clinical evidence for the use of DACC-coated dressing to improve wound infection and wound healing outcomes was assessed as very low. There is an urgent unmet need to perform appropriately designed RCTs or case-control studies. The extracted data provide no clarity and have limited to no evidence to support that using a DACC-coated dressing improves wound infection or wound healing outcomes. Further, there is no evidence to suggest this therapy is either superior to standard of wound care or equivocal to topical antimicrobial agents in the management of infected hard to heal wounds.


Assuntos
Bandagens , Cicatrização , Humanos , Cicatrização/efeitos dos fármacos , Masculino , Ferimentos e Lesões/terapia , Feminino , Infecção dos Ferimentos/prevenção & controle , Pessoa de Meia-Idade , Adulto , Idoso , Resultado do Tratamento , Carboximetilcelulose Sódica/uso terapêutico , Idoso de 80 Anos ou mais
6.
J Neurosci ; 42(7): 1275-1291, 2022 02 16.
Artigo em Inglês | MEDLINE | ID: mdl-34907025

RESUMO

The dorsal anterior cingulate cortex (dACC) plays a critical role in cognitive control over different domains of tasks. The dACC activities uniformly represent task-generic intensities of control signals across different tasks. However, it remains unclear whether the dACC activities could also encode task identities of control signals across different tasks. If so, how the two types of control information are coherently organized in the dACC? Decision uncertainty is an internally-generated control signal by retrospective monitoring, namely, metacognition, even with no external feedback. We here investigated neural representations of decision uncertainty accompanying three decision-making tasks in the domains of perception, rule-based inference, and memory using trial-by-trial univariate and multivariate analyses on functional magnetic resonance imaging (fMRI) data acquired on human male and female healthy subjects. Our results demonstrated that the dACC represented decision uncertainty commonly across the three decision-making tasks. Further, the multivariate fMRI analyses revealed a mosaic form of neural representations of decision uncertainty across tasks in the dACC. The identity and intensity information was separately represented in two dissociable components, the high-dimensional pattern and the scalar magnitude, of the dACC multivoxel fMRI activities. Lastly, a follow-up behavioral experiment confirmed that this mosaic form of neural representations of parallelly existing decision uncertainty across different tasks should lead to mutual interferences more on the intensity, but less on the identity of control signals. Thus, our findings suggest that the dACC with the mosaic form of neural representations could provide task-generic and task-specific metacognitive control signals to guide appropriate control on different decision-making tasks.SIGNIFICANCE STATEMENT Metacognition is a form of cognitive control using internally generated decision uncertainty to guide behavior adjustment with no needs of external feedback. Decision uncertainty as a generalizable control signal is commonly encoded in the human dorsal anterior cingulate cortex (dACC) accompanying different decision-making tasks. It remains unknown whether or not the task-specific control information is represented in the dACC. We here revealed that multivoxel functional magnetic resonance imaging (fMRI) activities associated with decision uncertainty in the dACC concurrently represented the identity and intensity information. The mixtures of neural representations of decision uncertainty across different tasks should cause specific interferences on each other. Hence, the neural representations of control signals in the human dACC should be task-generic and task-specific.


Assuntos
Tomada de Decisões/fisiologia , Giro do Cíngulo/fisiologia , Metacognição/fisiologia , Adulto , Feminino , Humanos , Imageamento por Ressonância Magnética , Masculino
7.
J Wound Care ; 32(Sup8a): S13-S22, 2023 Aug 01.
Artigo em Inglês | MEDLINE | ID: mdl-37591666

RESUMO

OBJECTIVE: To update the evidence in relation to the use of dialkylcarbamoyl chloride (DACC)-coated wound dressings in the prevention, treatment and management of wounds. METHOD: PubMed and PubMed Central databases were searched to identify articles published since 2020 describing the experimental and clinical evidence for DACC-coated dressings, and their antimicrobial effect, as well as their impact on the prevention and treatment of infected wounds. The identified articles were then narratively reviewed. RESULTS: The search yielded 113 articles (plus references from ad hoc sources), of which nine met the inclusion criteria. Of the nine included studies, five related to clinical aspects and four were laboratory studies. CONCLUSION: A number of new studies have provided further evidence for the mode of action of the antimicrobial effect of DACC-coated dressings and its wide spectrum effect (including World Health Organization-prioritised microorganisms). Additional clinical studies have provided evidence of new applications, such as in treating wounds in paediatric patients, and extended the evidence relating to their use in treating surgical site infections. Evidence also shows that DACC-coated wound dressings can aid in the binding of biofilms, and how this technology can align and support antimicrobial stewardship in the prevention of antimicrobial resistance.


Assuntos
Anti-Infecciosos , Gestão de Antimicrobianos , Humanos , Criança , Cloretos , Bandagens , Infecção da Ferida Cirúrgica/prevenção & controle , Anti-Infecciosos/farmacologia , Anti-Infecciosos/uso terapêutico
8.
Molecules ; 28(2)2023 Jan 05.
Artigo em Inglês | MEDLINE | ID: mdl-36677591

RESUMO

Consumption of white rice (WR) has been shown to predispose individuals to metabolic disorders. However, brown rice (BR), which is relatively richer in bioactive compounds, possesses anti-glycaemic and antioxidant effects. In this study, fifteen cultivars of paddy rice that are predominantly consumed in North West Nigeria were analysed for their nutritional composition, bioactive contents and effects on metabolic outcomes in a fruit fly model. Gene expression analyses were conducted on the whole fly, targeting dPEPCK, dIRS, and dACC. The protein, carbohydrate, and fibre contents and bioactives of all BR cultivars were significantly different (p < 0.05) from the WR cultivars. Moreover, it was demonstrated that the glucose and trehalose levels were significantly higher (p < 0.05), while glycogen was significantly lower (p < 0.05) in the WR groups compared to the BR groups. Similarly, the expression of dACC and dPEPCK was upregulated, while that of dIRS was downregulated in the WR groups compared to the BR groups. Sex differences (p < 0.05) were observed in the WR groups in relation to the nutrigenomic effects. Our findings confirm metabolic perturbations in fruit flies following consumption of WR via distortion of insulin signalling and activation of glycogenolysis and gluconeogenesis. BR prevented these metabolic changes possibly due to its richer nutritional composition.


Assuntos
Doenças Metabólicas , Oryza , Glicemia/metabolismo , Insulina/metabolismo , Nutrigenômica , Oryza/química , Drosophila , Animais
9.
J Neurosci ; 41(16): 3707-3720, 2021 04 21.
Artigo em Inglês | MEDLINE | ID: mdl-33707296

RESUMO

Humans can seamlessly combine value signals from diverse motivational incentives, yet it is not well understood how these signals are "bundled" in the brain to modulate cognitive control. The dorsal ACC (dACC) is theorized to integrate motivational value dimensions in the service of goal-directed action, although this hypothesis has yet to receive rigorous confirmation. In the present study, we examined the role of human dACC in motivational incentive integration. Healthy young adult men and women were scanned with fMRI while engaged in an experimental paradigm that quantifies the combined effects of liquid (e.g., juice, neutral, saltwater) and monetary incentives on cognitive task performance. Monetary incentives modulated trial-by-trial dACC activation, whereas block-related effects of liquid incentives on dACC activity were observed. When bundled together, incentive-related dACC modulation predicted fluctuations in both cognitive performance and self-report motivation ratings. Statistical mediation analyses suggest that dACC encoded the incentives in terms of their integrated subjective motivational value, and that this value signal was most proximally associated with task performance. Finally, we confirmed that these incentive integration effects were selectively present in dACC. Together, the results support an account in which dACC integrates motivational signals to compute the expected value of goal-directed cognitive control.SIGNIFICANCE STATEMENT How are primary and secondary incentives integrated in the brain to influence goal-directed behavior? Using an innovative experimental fMRI paradigm that combines motivational incentives that have historically been studied independently between species (e.g., monetary rewards for humans, food rewards for animals), we examine the relationship between incentive motivational value and cognitive control allocation. We find evidence that the integrated incentive motivational value of combined incentives is encoded in human dorsal ACC. Further, self-reported motivational shifts mediated the effects of incentive-modulated dorsal ACC activity on task performance, revealing convergence in how self-reported and experimentally induced motivation are encoded in the human brain. Our findings may inform future translational studies examining affective/motivational and cognitive impairments in psychopathology (e.g., anxiety, depression, addiction).


Assuntos
Cognição/fisiologia , Giro do Cíngulo/fisiologia , Motivação/fisiologia , Desempenho Psicomotor/fisiologia , Adolescente , Adulto , Feminino , Objetivos , Giro do Cíngulo/diagnóstico por imagem , Humanos , Imageamento por Ressonância Magnética , Masculino , Esquema de Reforço , Recompensa , Autorrelato , Adulto Jovem
10.
J Wound Care ; 31(7): 560-570, 2022 Jul 02.
Artigo em Inglês | MEDLINE | ID: mdl-35797260

RESUMO

OBJECTIVE: Wound dressings that inactivate or sequestrate microorganisms, such as those with a hydrophobic, bacteria-binding dialkylcarbamoyl chloride (DACC) surface, can reduce the risk of clinical infections. This 'passive' bioburden control, avoiding bacterial cell wall disruption with associated release of bacterial endotoxins aggravating inflammation, is advantageous in hard-to-heal wounds. Hence, the full scope of DACC dressings, including the potential impact of higher inoculum densities, increased protein load and different pH on antibacterial activity, needs to be evaluated. METHOD: The Japanese Industrial Standard (JIS) L 1902 challenge test was used to evaluate the antimicrobial activity of the DACC-coated dressing against several World Health Organization (WHO)-prioritised wound pathogens (e.g., meticillin-resistant Staphylococcus aureus, vancomycin-resistant Enterococcus, microorganisms with extended-spectrum beta-lactamases and Acinetobacter baumannii), the effect of repeated bacterial challenge in an adverse wound environment, and antimicrobial performance at wound-related pH. RESULTS: High antibacterial activity of the DACC-coated dressing against the WHO-prioritised bacteria strains by its irreversible binding and inhibition of growth of bound bacteria was confirmed using JIS L 1902. At increased inoculation densities, compared to standard conditions, the DACC-coated dressing still achieved strong-to-significant antibacterial effects. Augmenting the media protein content also affected antibacterial performance; a 0.5-1 log reduction in antibacterial activity was observed upon addition of 10% fetal calf serum. The pH did not influence antibacterial performance. The DACC-coated dressing also sustained antibacterial activity over subsequent reinfection steps. CONCLUSION: It can be assumed that the DACC-coated dressing exerts beneficial effects in controlling the wound bioburden, reducing the overall demand placed on antibiotics, without using antimicrobial substances.


Assuntos
Anti-Infecciosos , Staphylococcus aureus Resistente à Meticilina , Infecção dos Ferimentos , Antibacterianos/farmacologia , Antibacterianos/uso terapêutico , Anti-Infecciosos/farmacologia , Bactérias , Bandagens/microbiologia , Cloretos , Humanos , Infecção dos Ferimentos/microbiologia , Infecção dos Ferimentos/terapia
11.
J Wound Care ; 31(6): 502-509, 2022 Jun 02.
Artigo em Inglês | MEDLINE | ID: mdl-35678791

RESUMO

OBJECTIVE: Endotoxin causes inflammation and can impair wound healing. Conventional methods that reduce bioburden in wounds by killing microorganisms using antibiotics, topical antimicrobials or antimicrobial dressings may induce endotoxin release from Gram-negative bacteria. Another approach is to reduce bioburden by adsorbing microorganisms, without killing them, using dialkylcarbamoyl chloride (DACC)-coated wound dressings. This study evaluated the endotoxin-binding ability of a DACC-coated wound dressing (Sorbact Compress, Abigo Medical AB, Sweden) in vitro, including its effect on the level of natural endotoxin released from Gram-negative bacteria. METHOD: Different concentrations of purified Pseudomonas aeruginosa endotoxin and a DACC-coated dressing were incubated at 37°C for various durations. After incubation, the dressing was removed and endotoxin concentration in the solution was quantified using a Limulus amebocyte lysate (LAL) assay. The DACC-coated dressing was also incubated with Pseudomonas aeruginosa cells for one hour at 37°C. After incubation, the dressing and bacterial cells were removed and shed endotoxin remaining in the solution was quantified. RESULTS: Overnight incubation of the DACC-coated wound dressing with various concentrations of purified Pseudomonas aeruginosa endotoxin (96-11000 EU/ml) consistently and significantly reduced levels of free endotoxin by 93-99% (p<0.0001). A significant endotoxin reduction of 39% (p<0.001) was observed after five minutes. The DACC-coated dressing incubated with clinically relevant Pseudomonas aeruginosa cells also reduced shed endotoxin by >99.95% (p<0.0001). CONCLUSION: In this study, we showed that a DACC-coated wound dressing efficiently and rapidly binds both purified and shed endotoxin from Pseudomonas aeruginosa in vitro. This ability to remove both endotoxin and bacterial cells could promote the wound healing process.


Assuntos
Anti-Infecciosos Locais , Infecção dos Ferimentos , Antibacterianos/farmacologia , Bandagens/microbiologia , Cloretos , Endotoxinas , Humanos , Pseudomonas aeruginosa , Cicatrização , Infecção dos Ferimentos/prevenção & controle
12.
Neuroimage ; 244: 118644, 2021 12 01.
Artigo em Inglês | MEDLINE | ID: mdl-34637906

RESUMO

Gender discrimination is a serious social issue that has been shown to increase negative consequences, especially in females when accompanied by acute or chronic pain. Experiencing social pain through discrimination can increase an individual's evaluation of evoked physical pain. However, few studies have explored the mechanism underlying how gender discrimination modulates brain responses when individuals experience physical pain evoked by noxious stimuli. In this study, we addressed this issue using a gender discrimination fMRI paradigm with thermal pain stimulation. We found that discrimination indeed affected participants' own behavioral self-evaluation of noxious stimuli. Discrimination-encoded brain activations were identified in the temporopolar cortex, while brain activations to thermal stimuli after viewing pictures of discrimination were found in the dorsal anterior cingulate cortex (dACC). Brain activations in the temporopolar cortex and the dACC were correlated. Furthermore, pain perception-specific functional connectivity of the dACC-SII in the cue stage and the dACC-frontal in the pain stage were identified, suggesting a facilitative effect of gender discrimination on females' experience of physical pain. Our results indicate that the dACC may play a central role in mediating the affective aspect of physical pain after experiencing discrimination. These findings provide novel insights into the underlying mechanism of how gender discrimination facilitates females' experience of physical pain.


Assuntos
Encéfalo/diagnóstico por imagem , Dor Crônica/diagnóstico por imagem , Imageamento por Ressonância Magnética/métodos , Sexismo , Adolescente , Adulto , Mapeamento Encefálico , Córtex Cerebral/diagnóstico por imagem , Feminino , Giro do Cíngulo/diagnóstico por imagem , Humanos , Vias Neurais , Adulto Jovem
13.
Hum Brain Mapp ; 42(9): 2706-2721, 2021 06 15.
Artigo em Inglês | MEDLINE | ID: mdl-33704850

RESUMO

Neuroticism is major higher-order personality trait and has been robustly associated with mental and physical health outcomes. Although a growing body of studies have identified neurostructural markers of neuroticism, the results remained highly inconsistent. To characterize robust associations between neuroticism and variations in gray matter (GM) structures, the present meta-analysis investigated the concurrence across voxel-based morphometry (VBM) studies using the anisotropic effect size signed differential mapping (AES-SDM). A total of 13 studies comprising 2,278 healthy subjects (1,275 females, 29.20 ± 14.17 years old) were included. Our analysis revealed that neuroticism was consistently associated with the GM structure of a cluster spanning the bilateral dorsal anterior cingulate cortex and extending to the adjacent medial prefrontal cortex (dACC/mPFC). Meta-regression analyses indicated that the neuroticism-GM associations were not confounded by age and gender. Overall, our study is the first whole-brain meta-analysis exploring the brain structural correlates of neuroticism, and the findings may have implications for the intervention of high-neuroticism individuals, who are at risk of mental disorders, by targeting the dACC/mPFC.


Assuntos
Substância Cinzenta , Giro do Cíngulo , Neuroticismo , Substância Cinzenta/anatomia & histologia , Substância Cinzenta/diagnóstico por imagem , Substância Cinzenta/fisiologia , Giro do Cíngulo/anatomia & histologia , Giro do Cíngulo/diagnóstico por imagem , Giro do Cíngulo/fisiologia , Humanos , Córtex Pré-Frontal
14.
Sensors (Basel) ; 21(21)2021 Oct 21.
Artigo em Inglês | MEDLINE | ID: mdl-34770303

RESUMO

Inertial sensors are widely used in the field of human activity recognition (HAR), since this source of information is the most informative time series among non-visual datasets. HAR researchers are actively exploring other approaches and different sources of signals to improve the performance of HAR systems. In this study, we investigate the impact of combining bio-signals with a dataset acquired from inertial sensors on recognizing human daily activities. To achieve this aim, we used the PPG-DaLiA dataset consisting of 3D-accelerometer (3D-ACC), electrocardiogram (ECG), photoplethysmogram (PPG) signals acquired from 15 individuals while performing daily activities. We extracted hand-crafted time and frequency domain features, then, we applied a correlation-based feature selection approach to reduce the feature-set dimensionality. After introducing early fusion scenarios, we trained and tested random forest models with subject-dependent and subject-independent setups. Our results indicate that combining features extracted from the 3D-ACC signal with the ECG signal improves the classifier's performance F1-scores by 2.72% and 3.00% (from 94.07% to 96.80%, and 83.16% to 86.17%) for subject-dependent and subject-independent approaches, respectively.


Assuntos
Fotopletismografia , Processamento de Sinais Assistido por Computador , Acelerometria , Eletrocardiografia , Atividades Humanas , Humanos
15.
Hum Brain Mapp ; 41(6): 1445-1458, 2020 04 15.
Artigo em Inglês | MEDLINE | ID: mdl-31789478

RESUMO

The metacognitive deficit in awareness of one's own mental states is a core feature of schizophrenia (SZ). The previous studies suggested that the metacognitive deficit associates with clinical symptoms. However, the neural mechanisms underlying the relationship remain largely unknown. We here investigated the neural activities associated with the metacognitive deficit and the neural signatures associated with clinical symptoms in 38 patients with SZ using functional magnetic resonance imaging with a perceptual decision-making task accompanied with metacognition, in comparison to 38 age, gender, and education matched healthy control subjects. The metacognitive deficit in patients with SZ was associated with reduced regional activity in both the frontoparietal control network (FPCN) and the default mode network. Critically, the anticorrelational balance between the two disrupted networks was substantially altered during metacognition, and the extent of alteration positively scaled with negative symptoms. Conversely, decoupling between the two networks was impaired when metacognitive monitoring was not required, and the strength of excessive neural activity positively scaled with positive symptoms. Thus, disruptions of the FPCN and the default mode network underlie the metacognitive deficit, and alternations of network balance between the two networks correlate with clinical symptoms in SZ. These findings implicate that rebalancing these networks holds important clinical potential in developing more efficacious therapeutic treatments.


Assuntos
Transtornos Cognitivos/tratamento farmacológico , Transtornos Cognitivos/fisiopatologia , Rede de Modo Padrão/diagnóstico por imagem , Rede de Modo Padrão/fisiopatologia , Lobo Frontal/diagnóstico por imagem , Lobo Frontal/fisiopatologia , Metacognição , Rede Nervosa/diagnóstico por imagem , Rede Nervosa/fisiopatologia , Lobo Parietal/diagnóstico por imagem , Lobo Parietal/fisiopatologia , Esquizofrenia/fisiopatologia , Psicologia do Esquizofrênico , Adulto , Mapeamento Encefálico , Cognição , Transtornos Cognitivos/psicologia , Tomada de Decisões , Feminino , Humanos , Imageamento por Ressonância Magnética , Masculino , Desempenho Psicomotor , Adulto Jovem
16.
Hum Brain Mapp ; 40(8): 2464-2474, 2019 06 01.
Artigo em Inglês | MEDLINE | ID: mdl-30697880

RESUMO

It is well established that human behaviors are susceptible to others' opinions. However, optimal decision theory mandates choices be made upon the estimated validities of different information sources and little is known about whether and how people could wean themselves off social conformity bias, especially when the social signals are uninformative. Here, we asked subjects to participate in a probabilistic urn guessing task based on their private information as well as observed choices from their partners. Specifically, we manipulated the information validity of these two sources such that only the private evidence was informative. Across trials, social conformity declined, manifested by the increased influence of the private evidence but steady effect of social information. Correspondingly, we found dorsomedial prefrontal cortex (dmPFC) was involved in detecting the conflict of private and social information and conforming to social signal whereas striatum was responsible for selectively updating the influence of private (but not social) evidence contingent on its inferred validity. Furthermore, functional coupling between striatum and dmPFC predicted the resistance toward the influence of social information. Together, these results may provide a mechanistic account of how the conformity bias toward uninformative social information can be remedied.


Assuntos
Mapeamento Encefálico , Comportamento de Escolha/fisiologia , Conflito Psicológico , Corpo Estriado/fisiologia , Giro do Cíngulo/fisiologia , Córtex Pré-Frontal/fisiologia , Conformidade Social , Aprendizado Social , Adulto , Corpo Estriado/diagnóstico por imagem , Feminino , Giro do Cíngulo/diagnóstico por imagem , Humanos , Imageamento por Ressonância Magnética , Masculino , Córtex Pré-Frontal/diagnóstico por imagem , Adulto Jovem
17.
Proc Biol Sci ; 286(1908): 20191016, 2019 08 14.
Artigo em Inglês | MEDLINE | ID: mdl-31362634

RESUMO

Successful navigation can require realizing the current path choice was a mistake and the best strategy is to retreat along the recent path: 'back-track'. Despite the wealth of studies on the neural correlates of navigation little is known about backtracking. To explore the neural underpinnings of backtracking we tested humans during functional magnetic resonance imaging on their ability to navigate to a set of goal locations in a virtual desert island riven by lava which constrained the paths that could be taken. We found that on a subset of trials, participants spontaneously chose to backtrack and that the majority of these choices were optimal. During backtracking, activity increased in frontal regions and the dorsal anterior cingulate cortex, while activity was suppressed in regions associated with the core default-mode network. Using the same task, magnetoencephalography and a separate group of participants, we found that power in the alpha band was significantly decreased immediately prior to such backtracking events. These results highlight the importance for navigation of brain networks previously identified in processing internally-generated errors and that such error-detection responses may involve shifting the brain from default-mode states to aid successful spatial orientation.


Assuntos
Giro do Cíngulo/fisiologia , Vias Neurais/fisiologia , Navegação Espacial/fisiologia , Adulto , Feminino , Humanos , Imageamento por Ressonância Magnética , Magnetoencefalografia , Masculino , Adulto Jovem
18.
Dermatol Ther ; 32(5): e13047, 2019 09.
Artigo em Inglês | MEDLINE | ID: mdl-31369180

RESUMO

Dialkylcarbamoylchloride (DACC)-coated cotton acetate dressing works directly through hydrophobic interaction to reduce the number of bacteria without the risk of resistance. It is easy to use and therefore expected to improve patient's compliance. This study aimed to assess the clinical efficacy of DACC-coated cotton acetate dressing compared to a combination of normal saline dressing and 2% mupirocin ointment. A single-blind controlled trial was conducted and included 14 infected epidermolysis bullosa (EB) wounds which were divided into two groups. Group I received DACC-coated cotton acetate dressing, and Group II received the combination of normal saline dressing and 2% mupirocin ointment. Study results showed that the average time required for complete wound closure was 8.6 and 11.1 days in Groups I and II, respectively (p = .014), which was statistically significant. Both groups showed complete bacterial elimination on Day 3 based on negative Gram stain results and on Day 6 based on clearance of clinical manifestations (p = 1.000). This is a novel study in EB-infected wounds, which shows that DACC-coated cotton acetate dressing promotes faster wound closure and is as effective as the combination of normal saline dressing and 2% mupirocin ointment in eliminating bacterial infection.


Assuntos
Acetatos/uso terapêutico , Anti-Infecciosos Locais/uso terapêutico , Epidermólise Bolhosa/complicações , Mupirocina/uso terapêutico , Curativos Oclusivos , Infecção dos Ferimentos/terapia , Administração Tópica , Adolescente , Adulto , Criança , Quimioterapia Combinada , Epidermólise Bolhosa/diagnóstico , Feminino , Humanos , Masculino , Pomadas/uso terapêutico , Medição de Risco , Solução Salina/farmacologia , Método Simples-Cego , Cicatrização/efeitos dos fármacos , Cicatrização/fisiologia , Infecção dos Ferimentos/etiologia , Adulto Jovem
19.
Pain Med ; 20(6): 1166-1177, 2019 06 01.
Artigo em Inglês | MEDLINE | ID: mdl-30358864

RESUMO

BACKGROUND AND OBJECTIVE: Chronic low back pain (CLBP) is highly prevalent, with a substantial psychosocial burden. Pain has both sensory and affective components. The latter component is a significant driver of disability and psychiatric comorbidity but is often inadequately treated. Previously we reported that noninvasive transcranial direct current stimulation (tDCS) may modulate pain-associated affective distress. Here we tested whether 10 daily tDCS sessions aimed to inhibit the left dorsal anterior cingulate cortex (dACC), a region strongly implicated in the affective component of pain, would produce selective reduction in pain-related symptoms. METHODS: In this multisite, double-blinded, randomized placebo-controlled trial (RCT), 21 CLBP patients received 10 weekday sessions of 2-mA active tDCS or sham (20 minutes/session). A cathodal electrode was placed over FC1 (10-20 electroencephalography coordinates), and an identical anodal return electrode was placed over the contralateral mastoid. Participants rated pain intensity, acceptance, interference, disability, and anxiety, plus general anxiety and depression. RESULTS: Regression analysis noted significantly less pain interference (P =0.002), pain disability (P =0.001), and depression symptoms (P =0.003) at six-week follow-up for active tDCS vs sham. Omnibus tests suggested that these improvements were not merely due to baseline (day 1) group differences. CONCLUSIONS: To our knowledge, this is the first double-blinded RCT of multiple tDCS sessions targeting the left dACC to modulate CLBP's affective symptoms. Results are encouraging, including several possible tDCS-associated improvements. Better-powered RCTs are needed to confirm these effects. Future studies should also consider different stimulation schedules, additional cortical targets, high-density multi-electrode tDCS arrays, and multimodal approaches.


Assuntos
Sintomas Afetivos/diagnóstico , Sintomas Afetivos/terapia , Dor Lombar/diagnóstico , Dor Lombar/terapia , Manejo da Dor/métodos , Estimulação Transcraniana por Corrente Contínua/métodos , Adulto , Sintomas Afetivos/psicologia , Método Duplo-Cego , Feminino , Seguimentos , Humanos , Dor Lombar/psicologia , Masculino , Adulto Jovem
20.
J Wound Care ; 28(4): 222-228, 2019 Apr 02.
Artigo em Inglês | MEDLINE | ID: mdl-30975057

RESUMO

OBJECTIVE: A randomised controlled trial (RCT) recruited women undergoing caesarean section (CS) in Poland. The aim of the trial was to assess the efficacy of a dialkylcarbamoyl chloride (DACC)-impregnated surgical dressing (bacterial-binding dressings) compared with standard of care (SoC) in preventing surgical site infection (SSI). The aim of the present analysis was to evaluate the cost-effectiveness of the bacterial-binding dressings in the context of the UK National Health Service (NHS). METHOD: The clinical trial randomised patients to a bacterial-binding dressing (n=272) or a standard surgical dressing (n=271). The study recorded the presence of SSI and associated resource use up to 14 days postoperatively. To generalise results to the NHS, UK unit costs were applied to resource use recorded in the trial. An alternative approach applied a single UK-specific episode cost per SSI. RESULTS: There were 543 women recruited to the trial. SSI rates were 5/272 (1.8%) and 14/271 (5.2%) for bacterial-binding dressings and SoC, respectively (p=0.04). Patients in the bacterial-binding dressing group had six fewer outpatient visits and 33 fewer hospital bed-days. The mean length of SSI-attributable hospitalisation was 2.36 days. Applying UK unit costs at 2017 prices to resource use recorded in the trial, costs of SSI prophylaxis and treatment were £48.97 and £24.69 per patient in the SoC and bacterial-binding dressing groups respectively, a difference of £24.27 (49.6%) per patient. The alternative costing approach produced a cost saving of £119 (57.6%) per patient with the bacterial-binding dressing. CONCLUSION: Use of bacterial-binding dressings following CS has the potential to reduce the incidence of SSI and costs to the NHS.


Assuntos
Antibacterianos/uso terapêutico , Bandagens/economia , Cesárea/efeitos adversos , Infecção da Ferida Cirúrgica/prevenção & controle , Antibacterianos/administração & dosagem , Antibacterianos/economia , Análise Custo-Benefício , Feminino , Humanos , Tempo de Internação , Gravidez , Medicina Estatal , Resultado do Tratamento , Reino Unido , Cicatrização
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