Your browser doesn't support javascript.
loading
Mostrar: 20 | 50 | 100
Resultados 1 - 20 de 121
Filtrar
Mais filtros

Eixos temáticos
Intervalo de ano de publicação
1.
Plant Cell Environ ; 47(8): 3063-3075, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38660960

RESUMO

Embolism resistance of xylem tissue varies among species and is an important trait related to drought resistance, with anatomical attributes like pit membrane thickness playing an important role in avoiding embolism spread. Grafted Citrus trees are commonly grown in orchards, with the rootstock being able to affect the drought resistance of the whole plant. Here, we evaluated how rootstocks affect the vulnerability to embolism resistance of the scion using several rootstock/scion combinations. Scions of 'Tahiti' acid lime, 'Hamlin', 'Pera' and 'Valencia' oranges grafted on a 'Rangpur' lime rootstock exhibit similar vulnerability to embolism. In field-grown trees, measurements of leaf water potential did not suggest significant embolism formation during the dry season, while stomata of Citrus trees presented an isohydric response to declining water availability. When 'Valencia' orange scions were grafted on 'Rangpur' lime, 'IAC 1710' citrandarin, 'Sunki Tropical' mandarin or 'Swingle' citrumelo rootstocks, variation in intervessel pit membrane thickness of the scion was found. The 'Rangpur' lime rootstock, which is known for its drought resistance, induced thicker pit membranes in the scion, resulting in higher embolism resistance than the other rootstocks. Similarly, the rootstock 'IAC 1710' citrandarin generated increased embolism resistance of the scion, which is highly relevant for citriculture.


Assuntos
Citrus , Raízes de Plantas , Xilema , Citrus/fisiologia , Xilema/fisiologia , Raízes de Plantas/fisiologia , Água/metabolismo , Secas , Folhas de Planta/fisiologia , Folhas de Planta/anatomia & histologia , Estômatos de Plantas/fisiologia
2.
J Sleep Res ; : e14163, 2024 Feb 13.
Artigo em Inglês | MEDLINE | ID: mdl-38351277

RESUMO

New sleep technologies are being developed, refined and delivered at a fast pace. However, there are serious concerns about the validation and accuracy of new sleep-related technologies being made available, as many of them, especially consumer-sleep technologies, have not been tested in comparison with gold-standard methods or have been approved by health regulatory agencies. The importance of proper validation and performance evaluation of new sleep technologies has already been discussed in previous studies and some recommendations have already been published, but most of them do not employ standardized methodology and are not able to cover all aspects of new sleep technologies. The current protocol describes the methods of a Delphi consensus study to create guidelines for the development, performance evaluation and validation of new sleep devices and technologies. The resulting recommendations are not intended to be used as a quality assessment tool to evaluate individual articles, but rather to evaluate the overall procedures, studies and experiments performed to develop, evaluate performance and validate new technologies. We hope these guidelines can be helpful for researchers who work with new sleep technologies on the appraisal of their reliability and validation, for companies who are working on the development and refinement of new sleep technologies, and by regulatory agencies to evaluate new technologies that are looking for registration, approval or inclusion on health systems.

3.
J Sleep Res ; 33(2): e13957, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-37246335

RESUMO

Sleep bruxism (SB) has been associated with biological and psychosocial factors. The assessment of SB includes self-report, clinical evaluation, and polysomnography. This study aimed to investigate the associations of self-reported SB with other sleep disorders and demographic, psychological, and lifestyle factors in the adult general population, and to investigate whether self-reported SB and polysomnographically (PSG) confirmed SB provide similar outcomes in terms of their associated factors. We recruited 915 adults from the general population in Sao Paulo, Brazil. All participants underwent a one-night PSG recording and answered questions about sex, age, BMI, insomnia, OSA risk, anxiety, depression, average caffeine consumption, smoking frequency, and alcohol consumption frequency. We investigated the link between SB and the other variables in univariate, multivariate, and network models, and we repeated each model once with self-reported SB and once with PSG-confirmed SB. Self-reported SB was only significantly associated with sex (p = 0.042), anxiety (p = 0.002), and depression (p = 0.03) in the univariate analysis, and was associated with insomnia in the univariate (p < 0.001) and multivariate (ß = 1.054, 95%CI 1.018-1.092, p = 0.003) analyses. Network analysis showed that self-reported SB had a direct positive edge to insomnia, while PSG-confirmed SB was not significantly associated with any of the other variables. Thus, sleep bruxism was positively associated with insomnia only when self-reported, while PSG-confirmed SB was not associated with any of the included factors.


Assuntos
Bruxismo do Sono , Distúrbios do Início e da Manutenção do Sono , Adulto , Humanos , Distúrbios do Início e da Manutenção do Sono/epidemiologia , Distúrbios do Início e da Manutenção do Sono/complicações , Bruxismo do Sono/epidemiologia , Brasil/epidemiologia , Polissonografia , Autorrelato , Sono
4.
J Neurosci Res ; 101(7): 1058-1067, 2023 07.
Artigo em Inglês | MEDLINE | ID: mdl-36791049

RESUMO

Sleep-related phenotypes have been frequently reported in early on-set epileptic encephalopathies and in developmental delay syndromes, in particular in syndromes related to autism spectrum disorder. Yet the convergent pathogenetic mechanisms between these comorbidities are largely unknown. We first performed a gene enrichment study that identified shared risk genes among rare epileptic encephalopathies/neurodevelopmental disorders, rare developmental delay genetic syndromes and sleep disturbances. We then determined cellular and molecular pathways enriched among genes shared between sleep phenotypes and those two early onset mental illnesses, aiming to identify genetic disparities and commonalities among these phenotypic groups. The sleep gene set was observed as significantly overlapped with the two gene lists associated to rare genetic syndromes (i.e., epileptic encephalopathies/neurodevelopmental disorders and developmental delay gene sets), suggesting shared genetic contribution. Similarities across significantly enriched pathways between the two intersect lists comprehended mostly synapse-related pathways, such as retrograde endocannabinoid signaling, serotonergic, and GABAergic synapse. Network analysis indicates epileptic encephalopathies/neurodevelopmental disorders versus sleep-specific clusters and developmental delay versus sleep-specific clusters related to synaptic and transcriptional regulation, respectively. Longstanding functional patterns previously described in epileptic encephalopathies and neurodevelopmental disorders genetic architecture were recaptured after dissecting the overlap between the genes associated to those developmental phenotypes and sleep disturbances, suggesting that during neurodevelopment different molecular and functional mechanisms are related to alterations on circadian rhythm. The overlapping gene set and biological pathways highlighted by this study may serve as a primer for new functional investigations of shared molecular mechanisms between sleep disturbances and rare developmental syndromes.


Assuntos
Transtorno do Espectro Autista , Encefalopatias , Transtornos do Sono-Vigília , Humanos , Síndrome , Transtorno do Espectro Autista/genética , Fenótipo , Transtornos do Sono-Vigília/genética , Sono/genética
5.
New Phytol ; 240(5): 1788-1801, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-37691289

RESUMO

Intervessel pits are considered to function as valves that avoid embolism spreading and optimize efficient transport of xylem sap across neighbouring vessels. Hydraulic transport between vessels would therefore follow a safety-efficiency trade-off, which is directly related to the total intervessel pit area (Ap ), inversely related to the pit membrane thickness (TPM ) and driven by a pressure difference. To test this hypothesis, we modelled the relative transport rate of gas (ka ) and water (Q) at the intervessel pit level for 23 angiosperm species and correlated these parameters with the water potential at which 50% of embolism occurs (Ψ50 ). We also measured ka for 10 species using pneumatic measurements. The pressure difference across adjacent vessels and estimated values of ka and Q were related to Ψ50 , following a convex safety-efficiency trade-off based on modelled and experimental data. Minor changes in TPM and Ap exponentially affected the pressure difference and flow, respectively. Our results provide clear evidence that a xylem safety-efficiency trade-off is not linear, but convex due to flow across intervessel pit membranes, which represent mesoporous media within microporous conduits. Moreover, the convex nature of long-distance xylem transport may contribute to an adjustable fluid balance of plants, depending on environmental conditions.


Assuntos
Embolia , Magnoliopsida , Plantas , Xilema , Água
6.
J Sleep Res ; 32(3): e13757, 2023 06.
Artigo em Inglês | MEDLINE | ID: mdl-36319606

RESUMO

Hormonal contraceptives are some of the most widely used medications worldwide, but studies on their effects on sleep are contradictory, with some reporting a sleep-promoting effect, while others a sleep-inhibiting effect. Our objective was, therefore, to undertake a systematic review and meta-analysis of the literature on this subject to try to clarify their effects. A search was conducted in three databases (PubMed, Scopus and Web of Science). Only studies evaluating hormonal contraception use were considered eligible, and both objective and subjective sleep-related outcomes were considered. Individual effect size was calculated for each article, and meta-analyses were performed using a DerSimonian and Laird random effects method. The initial search identified 2076 articles, of which 13 met the criteria for the study after full text evaluation. A total of 33 meta-analyses were performed, three of them related to subjective measures and 30 considering data from polysomnography. The only statistically significant result between contraceptive users and non-contraceptive users was observed in respect of wake after sleep onset, which was 7 min shorter among contraceptive users (-7.12 [-12.80; -1.44]; I2  = 65%; p = 0.01). In conclusion, hormonal contraceptives are not associated with clinically relevant changes in sleep patterns in women.


Assuntos
Anticoncepcionais Orais Hormonais , Sono , Feminino , Humanos , Anticoncepcionais Orais Hormonais/efeitos adversos
7.
J Sleep Res ; 32(4): e13819, 2023 08.
Artigo em Inglês | MEDLINE | ID: mdl-36807680

RESUMO

There are concerns about the validation and accuracy of currently available consumer sleep technology for sleep-disordered breathing. The present report provides a background review of existing consumer sleep technologies and discloses the methods and procedures for a systematic review and meta-analysis of diagnostic test accuracy of these devices and apps for the detection of obstructive sleep apnea and snoring in comparison with polysomnography. The search will be performed in four databases (PubMed, Scopus, Web of Science, and the Cochrane Library). Studies will be selected in two steps, first by an analysis of abstracts followed by full-text analysis, and two independent reviewers will perform both phases. Primary outcomes include apnea-hypopnea index, respiratory disturbance index, respiratory event index, oxygen desaturation index, and snoring duration for both index and reference tests, as well as the number of true positives, false positives, true negatives, and false negatives for each threshold, as well as for epoch-by-epoch and event-by-event results, which will be considered for the calculation of surrogate measures (including sensitivity, specificity, and accuracy). Diagnostic test accuracy meta-analyses will be performed using the Chu and Cole bivariate binomial model. Mean difference meta-analysis will be performed for continuous outcomes using the DerSimonian and Laird random-effects model. Analyses will be performed independently for each outcome. Subgroup and sensitivity analyses will evaluate the effects of the types (wearables, nearables, bed sensors, smartphone applications), technologies (e.g., oximeter, microphone, arterial tonometry, accelerometer), the role of manufacturers, and the representativeness of the samples.


Assuntos
Apneia Obstrutiva do Sono , Ronco , Humanos , Testes Diagnósticos de Rotina , Metanálise como Assunto , Oxigênio , Sono , Apneia Obstrutiva do Sono/diagnóstico , Ronco/diagnóstico , Revisões Sistemáticas como Assunto
8.
Univers Access Inf Soc ; 22(2): 525-536, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-35069063

RESUMO

Remote monitoring of biometric data in the elderly population is an important asset for improving the quality of life and level of independence of elderly people living alone. However, the design and implementation of health technological solutions often disregard the elderly physiological and psychological abilities, leading to low adoption of these technologies. We evaluate the usability of a remote patient monitoring solution, VITASENIOR-MT, which is based on the interaction with a television set. Twenty senior participants (over 64 years) and a control group of 20 participants underwent systematic tests with the health platform and assessed its usability through several questionnaires. Elderly participants scored high on the usability of the platform, very close to the evaluation of the control group. Sensory, motor and cognitive limitations were the issues that most contributed to the difference in usability assessment between the elderly group and the control group. The solution showed high usability and acceptance regardless of age, digital literacy, education and impairments (sensory, motor and cognitive), which shows its effective viability for use and implementation as a consumer product in the senior market.

9.
Sleep Breath ; 26(4): 1613-1620, 2022 12.
Artigo em Inglês | MEDLINE | ID: mdl-34792741

RESUMO

PURPOSE: Obstructive sleep apnea (OSA) is a chronic sleep disorder, and its prevalence is increasing worldwide. This disorder has been consistently associated with several comorbidities. Although it is clear that obstructive sleep apnea severity is associated with inflammation, the trigger for this phenomenon continues to puzzle scientists. Here, we investigated the relationship between obstructive sleep apnea severity and immune parameters. METHODS: In this cross-sectional epidemiological research, we analyzed the immune profile of 461 adults according to OSA severity (mild, moderate, and severe) and oxygen saturation. RESULTS: The hallmark of OSA severity - the apnea-hypopnea index (AHI) - weakly correlated with an inflammatory profile. However, individuals who experienced lower oxygen saturation were more likely to exhibit higher total leukocyte and neutrophil counts, a higher neutrophil-lymphocyte ratio (NLR), and an increased concentration of C-reactive protein. CONCLUSION: Our findings indicated that oxygen saturation is a predictor of inflammation during OSA and should be considered crucial in disease diagnostic and treatment strategies.


Assuntos
Saturação de Oxigênio , Apneia Obstrutiva do Sono , Humanos , Adulto , Estudos Transversais , Inflamação/diagnóstico , Inflamação/complicações , Linfócitos
10.
J Sleep Res ; 30(3): e13135, 2021 06.
Artigo em Inglês | MEDLINE | ID: mdl-32618040

RESUMO

Disturbed sleep during gestation may lead to adverse outcomes for both mother and child. Animal research plays an important role in providing insights into this research field by enabling ethical and methodological requirements that are not possible in humans. Here, we present an overview and discuss the main research findings related to the effects of prenatal sleep deprivation in animal models. Using systematic review approaches, we retrieved 42 articles dealing with some type of sleep alteration. The most frequent research topics in this context were maternal sleep deprivation, maternal behaviour, offspring behaviour, development of sleep-wake cycles in the offspring, hippocampal neurodevelopment, pregnancy viability, renal physiology, hypertension and metabolism. This overview indicates that the number of basic studies in this field is growing, and provides biological plausibility to suggest that sleep disturbances might be detrimental to both mother and offspring by promoting increased risk at the behavioural, hormonal, electrophysiological, metabolic and epigenetic levels. More studies on the effects of maternal sleep deprivation are needed, in light of their major translational perspective.


Assuntos
Transtornos do Sono-Vigília/fisiopatologia , Animais , Pesquisa Biomédica , Modelos Animais de Doenças , Feminino , Humanos , Gravidez
11.
J Sleep Res ; 30(5): e13333, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-33719116

RESUMO

Pregnancy is a period of numerous physical and emotional changes in women's lives, including alterations in sleep patterns and worsening of pre-existing sleep disturbances, which possibly lead to impaired postpartum maternal behaviour and mother-infant relationship. The effects of sleep deprivation during pregnancy in maternal behaviour have been evaluated in preclinical studies, but have provided inconsistent results. Thus, in the present study, we aimed to evaluate the effects of sleep deprivation during pregnancy on maternal behaviour of animals through a systematic review and meta-analyses. After a two-step selection process, six articles were included, all of them describing rat studies. The most frequently used method of sleep deprivation was rapid eye movement sleep restriction, using the multiple-platform method. Four meta-analyses were performed, none of them presenting significant impact of sleep deprivation on maternal behaviour, failing to reproduce the results observed in previous clinical studies. In conclusion, our results show a lack of translational applicability of animal models to evaluate the effects of sleep deprivation during pregnancy on maternal behaviour.


Assuntos
Privação do Sono , Transtornos do Sono-Vigília , Animais , Feminino , Humanos , Comportamento Materno , Mães , Período Pós-Parto , Gravidez , Ratos
12.
Scand J Public Health ; 49(7): 697-699, 2021 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-33870776

RESUMO

The COVID-19 pandemic has had negative effects on health-care workers. The rapid growth of the disease has led to overwhelmed health-care systems, overcrowded hospitals, an insufficient number of health-care professionals and shortages of medical equipment. The potential exposure of front-line health-care workers during the COVID-19 outbreak has led to self-isolation and the appearance of adverse feelings such as stress, anxiety and fear. All these factors, combined with an increased workload and extra and changed shifts, are determinants of a sleep-loss process that may result in insomnia. The exacerbated pro-inflammatory milieu caused by insomnia and sleep deprivation present in health professionals may therefore make them more prone to developing severe COVID-19 if infected and/or aggravate the symptoms of the disease. Keeping these professionals healthy and doing everything possible to prevent them from being infected with COVID-19 should be a top priority. As part of this effort, we must be aware of the important effects of insomnia on the immune systems of these professionals and take all possible measures to counter these effects.


Assuntos
COVID-19 , Pandemias , Ansiedade , Depressão , Pessoal de Saúde , Humanos , SARS-CoV-2 , Sono
13.
J Sleep Res ; 29(6): e12983, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-31989746

RESUMO

Female sexual hormones have known hypnogenic effects and the use of hormonal replacement therapy in postmenopausal women leads to improvement in sleep quality. However, the effects of hormonal contraceptives in women of reproductive age are still scarcely understood. This study sought to evaluate the impact of hormonal contraceptive use on subjective self-reports of sleep through a web-based cross-sectional survey. A total of 2,055 women between 18 and 40 years old participated by answering an online questionnaire evaluating hormonal contraceptive use, sleep-related characteristics and related features. Sleep assessment tools comprised the Epworth Sleepiness Scale (ESS) and the Insomnia Severity Index (ISI). Statistical comparisons were performed between hormonal contraceptive users and those who reported no current use. Analyses were repeated to compare users of combined contraceptives with users of progestagens only, as well as to compare users of different generations of contraceptives. Among the total sample, 1,286 participants met the inclusion criteria (918 of them were currently taking a hormonal contraceptive). Contraceptive users reported more frequent sleep complaints and had higher scores on ESS and ISI, which means increased excessive daytime sleepiness and more insomnia symptoms. Women using progestagen-only therapies reported lower total sleep duration compared with combined therapy. Users of third-generation contraceptives showed lower total sleep time and higher ISI score when compared with non-users. In conclusion, contraceptive users have more insomnia symptoms and increased excessive daytime sleepiness when compared with women who do not use any hormonal contraceptive method, and progestagen-only therapy was associated with lower sleep duration.


Assuntos
Anticoncepcionais Orais Hormonais/uso terapêutico , Sono/efeitos dos fármacos , Adolescente , Adulto , Anticoncepcionais Orais Hormonais/farmacologia , Estudos Transversais , Feminino , Humanos , Internet , Inquéritos e Questionários , Adulto Jovem
14.
Bioorg Chem ; 79: 285-292, 2018 09.
Artigo em Inglês | MEDLINE | ID: mdl-29783099

RESUMO

Cruzain is the major cysteine protease of Trypanosoma cruzi, the etiological agent of Chagas disease. Reversible covalent cruzain inhibitors can block the steps of cell differentiation in the parasite and kill the organism. To this end, the description of how inhibitors modified at the P2/P3 positions lead to analogs with greater cruzain affinity to the S2/S3 subsites is of fundamental importance. Albeit many efforts are being employed in the characterization of the interaction processes with S2 subsite, little is known about the cruzain S3 subsite. In this work, we show a brief but consistent study to identify favorable substitutions in P3 of dipeptidyl nitriles that increase cruzain affinity. Using molecular dynamics simulations, we have identified some dipeptidyl nitrile analogs with modifications at P3 position that had higher cruzain inhibition than the original unsubstituted compound. A matched molecular pair analysis shows the importance of including a chlorine atom in the P3-meta position. The modifications implemented in P3 are confirmed when profiling the thermodynamic parameters via isothermal titration calorimetry. The classical enthalpy-entropy compensation phenomenon, in which enthalpy changes are counterbalanced by entropy results in a small modification of ΔG. The inclusion of the chlorine atom in the P3-meta position results in the highest reduction of the detrimental entropic contribution observed in P3.


Assuntos
Inibidores de Cisteína Proteinase/farmacologia , Proteínas de Protozoários/antagonistas & inibidores , Trypanosoma cruzi/enzimologia , Cisteína Endopeptidases/metabolismo , Inibidores de Cisteína Proteinase/síntese química , Inibidores de Cisteína Proteinase/química , Relação Dose-Resposta a Droga , Simulação de Dinâmica Molecular , Estrutura Molecular , Proteínas de Protozoários/metabolismo , Relação Estrutura-Atividade
17.
Sleep Breath ; 20(1): 129-34, 2016 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-26003786

RESUMO

BACKGROUND: Sleep disturbance is a common problem for caregivers. In general, patients with Duchenne muscular dystrophy (DMD) use noninvasive ventilation to maintain quality of life and improve survival. OBJECTIVE: The aim of this study was to evaluate the sleep quality of caregiver-mothers of sons with DMD and factors that are associated with their sleep quality. METHODS: We evaluated 32 caregiver-mothers of sons with DMD and 32 mothers of sons without any neuromuscular or chronic disease (control-CTRL group). The evaluation of quality of sleep was made using the Pittsburgh Sleep Quality Index (PSQI). RESULTS: Caregiver-mothers had poor sleep quality, specifically longer sleep latency and reduced sleep efficiency. The impaired sleep quality of the caregiver-mothers was associated with the length of time of noninvasive ventilation used by their sons. CONCLUSIONS: Our results suggest that caregiver-mothers of sons with DMD have poor quality of sleep, and the length of use of noninvasive ventilation of their sons is associated with better sleep of caregiver-mothers.


Assuntos
Cuidadores , Efeitos Psicossociais da Doença , Assistência Domiciliar , Mães , Distrofia Muscular de Duchenne/enfermagem , Ventilação não Invasiva/enfermagem , Transtornos do Sono-Vigília/etiologia , Adolescente , Adulto , Brasil , Estudos de Casos e Controles , Feminino , Humanos , Pessoa de Meia-Idade , Valores de Referência , Cadeiras de Rodas , Adulto Jovem
18.
Sleep Sci ; 17(2): e203-e207, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38846589

RESUMO

Although sleep is crucial for mental and physical health, insufficient sleep is a growing problem in our modern society. In general, adults need approximately eight hours of sleep per night, but this is often unfeasible nowadays. This sleep restriction has been observed, and it has worsened, throughout the past two centuries; therefore, it is more attributed to socioeconomic changes than to biological adaptations. The most important factors to contribute to this sleep restriction were the popularization of artificial light and industrialization. The present manuscript briefly overviews, from a socioanthropological perspective, the reasons why sleep has been impacted, disclosing its effects on individuals and on society.

19.
J Clin Sleep Med ; 20(4): 515-520, 2024 Apr 01.
Artigo em Inglês | MEDLINE | ID: mdl-38054465

RESUMO

STUDY OBJECTIVES: Cancer is one of the main causes of death in the world, and sleep disorders are a serious public health problem, especially in large cities; of these, insomnia and obstructive sleep apnea (OSA) are the most common. In the last decade, studies have pointed to a possible association between sleep disorders and cancer. The aim of this study is to evaluate whether there is any association between sleep disorders and cancer. METHODS: Five National Health and Nutrition Examination Surveys (NHANES) (2005-2014) from the United States were combined in order to obtain the sample. Two main sleep variables were assessed: having trouble sleeping and/or ever telling a doctor one had a sleep problem. The odds ratio of ever having a cancer diagnosis was the main outcome. Data were analyzed by binary logistic regression models in Jamovi. RESULTS: The final sample comprised 26,821 participants. Individuals who reported having trouble sleeping had an odds ratio of 1.48 (95% confidence interval = [1.336-1.646]; P < .001) of having been diagnosed with cancer, and those who had already been diagnosed with a sleep disorder had an odds ratio of 1.21 (95% confidence interval = [1.046-1.415]; P = .011), showing an increased chance of having been diagnosed with cancer. In men, these values were even greater, with an odds ratio of 1.56 (95% confidence interval = [1.321-1.843]; P < .001) and an odds ratio of 1.26 (95% confidence interval = [1.013-1.582]; P = .037), respectively, for having trouble sleeping and for having been diagnosed with a sleep disorder, in relation to having been diagnosed with cancer. CONCLUSIONS: Individuals who had trouble sleeping or who had been diagnosed with a sleep disorder at any time in their life were more likely to have been diagnosed with cancer. CITATION: Porcacchia AS, Pires GN, Andersen ML, Tufik S. A cross-sectional analysis of the association between sleep disorders and cancer using data from the National Health and Nutrition Examination Survey (NHANES) 2005-2014. J Clin Sleep Med. 2024;20(4):515-520.


Assuntos
Neoplasias , Distúrbios do Início e da Manutenção do Sono , Transtornos do Sono-Vigília , Masculino , Humanos , Estados Unidos/epidemiologia , Inquéritos Nutricionais , Estudos Transversais , Sono , Distúrbios do Início e da Manutenção do Sono/complicações , Distúrbios do Início e da Manutenção do Sono/epidemiologia , Neoplasias/epidemiologia , Transtornos do Sono-Vigília/complicações , Transtornos do Sono-Vigília/epidemiologia
20.
J Clin Sleep Med ; 20(6): 983-990, 2024 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-38427322

RESUMO

STUDY OBJECTIVES: The aim of this study was to develop a sleep staging classification model capable of accurately performing on different wearable devices. METHODS: Twenty-three healthy participants underwent a full-night type I polysomnography and used two device combinations: (A) flexible single-channel electroencephalogram (EEG) headband + actigraphy (n = 12) and (B) rigid single-channel EEG headband + actigraphy (n = 11). The signals were segmented into 30-second epochs according to polysomnographic stages (scored by a board-certified sleep technologist; model ground truth) and 18 frequency and time features were extracted. The model consisted of an ensemble of bagged decision trees. Bagging refers to bootstrap aggregation to reduce overfitting and improve generalization. To evaluate the model, a training dataset under 5-fold cross-validation and an 80-20% dataset split was used. The headbands were also evaluated without the actigraphy feature. Participants also completed a usability evaluation (comfort, pain while sleeping, and sleep disturbance). RESULTS: Combination A had an F1-score of 98.4% and the flexible headband alone of 97.7% (error rate for N1: combination A = 9.8%; flexible headband alone = 15.7%). Combination B had an F1-score of 96.9% and the rigid headband alone of 95.3% (error rate for N1: combination B = 17.0%; rigid headband alone = 27.7%); in both, N1 was more confounded with N2. CONCLUSIONS: We developed an accurate sleep classification model based on a single-channel EEG device, and actigraphy was not an important feature of the model. Both headbands were found to be useful, with the rigid one being more disruptive to sleep. Future research can improve our results by applying the developed model in a population with sleep disorders. CLINICAL TRIAL REGISTRATION: Registry: ClinicalTrials.gov; Name: Actigraphy, Wearable EEG Band and Smartphone for Sleep Staging; URL: https://clinicaltrials.gov/study/NCT04943562; Identifier: NCT04943562. CITATION: Melo MC, Vallim JRS, Garbuio S, et al. Validation of a sleep staging classification model for healthy adults based on 2 combinations of a single-channel EEG headband and wrist actigraphy. J Clin Sleep Med. 2024;20(6):983-990.


Assuntos
Actigrafia , Eletroencefalografia , Polissonografia , Fases do Sono , Adulto , Feminino , Humanos , Masculino , Actigrafia/instrumentação , Actigrafia/métodos , Actigrafia/estatística & dados numéricos , Eletroencefalografia/instrumentação , Eletroencefalografia/métodos , Voluntários Saudáveis , Polissonografia/instrumentação , Polissonografia/métodos , Reprodutibilidade dos Testes , Fases do Sono/fisiologia , Dispositivos Eletrônicos Vestíveis , Punho/fisiologia
SELEÇÃO DE REFERÊNCIAS
Detalhe da pesquisa