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1.
J Sleep Res ; 32(5): e13909, 2023 10.
Artigo em Inglês | MEDLINE | ID: mdl-37132065

RESUMO

Sleep disorders are symptomatic hallmarks of a variety of medical conditions. Accurately identifying the specific stage in which these disorders occur is particularly important for the correct diagnosis of non-rapid eye movement and rapid eye movement parasomnias. In-lab polysomnography suffers from limited availability and does not reflect habitual sleep conditions, which is especially important in older adults and those with neurodegenerative diseases. We aimed to explore the feasibility and validity of a new wearable system for accurately measuring sleep at home. The system core technology is soft, printed dry electrode arrays and a miniature data acquisition unit with a cloud-based data storage for offline analysis. The positions of the electrodes allow manual scoring following the American Association of Sleep Medicine guidelines. Fifty participants (21 healthy subjects, mean age 56.6 ± 8.4 years; and 29 patients with Parkinson's disease, 65.4 ± 7.6 years) underwent a polysomnography evaluation with parallel recording with the wearable system. Total agreement between the two systems reached Cohen's kappa (k) of 0.688 with agreement in each stage of: wake k = 0.701; N1 = 0.224; N2 = 0.584; N3 = 0.410; and rapid eye movement = 0.723. Moreover, the system reliably detected rapid eye movement sleep without atonia with a sensitivity of 85.7%. Additionally, a comparison between sleep as measured in the sleep lab with data collected from a night at home showed significantly lower wake after sleep onset at home. The results demonstrate that the system is valid, accurate and allows for the exploration of sleep at home. This new system offers an opportunity to help detect sleep disorders on a larger scale than possible today, fostering better care.


Assuntos
Doença de Parkinson , Transtorno do Comportamento do Sono REM , Humanos , Idoso , Pessoa de Meia-Idade , Sono REM , Transtorno do Comportamento do Sono REM/diagnóstico , Fases do Sono , Eletrodos
2.
Eur Arch Otorhinolaryngol ; 279(12): 5801-5811, 2022 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-35723730

RESUMO

PURPOSE: Various thyroid pathologies are speculated to contribute to obstructive sleep apnea (OSA). The underlying mechanisms of the intricate relationship between OSA and thyroid structure and function, and whether thyroidectomy can alleviate OSA symptoms remain unclear. An assessment of the impact of thyroidectomy on OSA is warranted. METHODS: A systematic review of four electronic databases (PubMed (Medline), Embase, the Cochrane library, and ClinicalTrials.gov) was performed up to February 2022. The primary outcomes were preoperative and postoperative Apnea/Hypopnea Index (AHI), Epworth Sleepiness Scale (ESS), Berlin questionnaire scores, and continuous positive airway pressure (CPAP) use. A meta-analysis of continuous measures and odd ratios was conducted. Small-scale studies underwent a qualitative meta-analysis. RESULTS: Six cohort studies on 221 OSA patients who underwent thyroidectomies were included. The results showed that thyroidectomy was associated with significant reduction in postoperative AHI (Mean difference [MD], -6.39, 95% CI, -12.46 to -0.32), however, no significant association was found with CPAP withdrawal (Odd ratio [OR], 0.38, 95% CI, 0.12-1.18). Neither the Berlin questionnaire score (OR, 0.19, 95% CI, 0.03-1.17) nor the ESS improved postoperatively (MD, -1.04, 95% CI, -6.37 to 4.29). CONCLUSION: This meta-analysis provides a quantitative estimate for the effect of the thyroidectomy on OSA and suggests that thyroidectomy is associated with limited clinical improvement of polysomnographic measures. Future large-scale, well-designed prospective studies are necessary to validate these findings and to refine accordingly the preoperative assessment of both medical conditions individually and in combination.


Assuntos
Apneia Obstrutiva do Sono , Tireoidectomia , Humanos , Tireoidectomia/efeitos adversos , Estudos Prospectivos , Pressão Positiva Contínua nas Vias Aéreas/métodos , Inquéritos e Questionários
3.
Clin Gastroenterol Hepatol ; 18(1): 115-122.e1, 2020 01.
Artigo em Inglês | MEDLINE | ID: mdl-30981000

RESUMO

BACKGROUND & AIMS: Sleep disruption modifies the immune system and can trigger flares of inflammatory bowel diseases (IBD). Changes in expression of clock genes have been reported in patients with IBD. We investigated whether a change in the circadian clock is an early event in development of IBD. METHODS: We performed a prospective study of patients younger than 21 years old who underwent diagnostic endoscopies at the pediatric and adult gastroenterology units at the Tel Aviv Sourasky Medical Center from August 2016 through August 2017. Questionnaires were completed by 32 patients with IBD (8-21 years old) and 18 healthy individuals (controls) that provided data on demographics, sleep, disease activity scores. We also obtained data on endoscopic scores, anthropometric parameters, blood level of C-reactive protein (CRP), and fecal level of calprotectin. Peripheral blood and intestinal mucosa samples were analyzed for expression levels of clock gene (CLOCK, BMAL1, CRY1, CRY2, PER1, and PER2). RESULTS: Levels of CRP and fecal calprotectin were significantly higher in patients with IBD compared with controls (P<.05). Expression levels of clock genes (CLOCK, CRY1, CRY2, PER1, and PER2) were significantly lower in inflamed intestinal mucosa from patients compared with intestinal mucosa from controls (P<.05). Expression levels of all clock genes except for PER2, were also significantly lower in non-inflamed intestinal mucosal tissues from patients compared with controls (P<.05). Expression levels of clock genes (CLOCK, BMAL1, CRY1, CRY2, PER1 and PER2) were lower in white blood cells from patients with IBD compared with controls. This reduction was greater in white blood cells from patients with ulcerative colitis than in patients with Crohn's disease. CONCLUSION: Young, newly diagnosed, untreated patients with IBD have reduced expression of clock genes in inflamed and non-inflamed intestinal mucosal samples, and also in blood cells, compared with healthy individuals. Alterations in expression of clock genes might be an early event in IBD pathogenesis. ClinicalTrials.gov Identifier: NCT03662646.


Assuntos
Relógios Circadianos/genética , Peptídeos e Proteínas de Sinalização do Ritmo Circadiano/genética , Doenças Inflamatórias Intestinais/genética , Adolescente , Criança , Relógios Circadianos/imunologia , Peptídeos e Proteínas de Sinalização do Ritmo Circadiano/imunologia , Colonoscopia , Feminino , Expressão Gênica , Humanos , Doenças Inflamatórias Intestinais/diagnóstico , Doenças Inflamatórias Intestinais/imunologia , Mucosa Intestinal/imunologia , Leucócitos/imunologia , Masculino , Estudos Prospectivos , Transtornos do Sono do Ritmo Circadiano/genética , Transtornos do Sono do Ritmo Circadiano/imunologia
4.
Sleep Breath ; 24(1): 387-398, 2020 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-31402439

RESUMO

STUDY OBJECTIVES: To assess the accuracy of WatchPAT (WP-Itamar-Medical, Caesarea, Israel) enhanced with a novel systolic upstroke analysis coupled with respiratory movement analysis derived from a dedicated snoring and body position (SBP) sensor, to enable automated algorithmic differentiation between central sleep apnea (CSA) and obstructive sleep apnea (OSA) compared with simultaneous in-lab sleep studies with polysomnography (PSG). METHODS: Eighty-four patients with suspected sleep-disordered breathing (SDB) underwent simultaneous WP and PSG studies in 11 sleep centers. PSG scoring was blinded to the automatically analyzed WP data. RESULTS: Overall WP apnea-hypopnea index (AHI; mean ± SD) was 25.2 ± 21.3 (range 0.2-101) versus PSG AHI 24.4 ± 21.2 (range 0-110) (p = 0.514), and correlation was 0.87 (p < 0.001). Using a threshold of AHI ≥ 15, the sensitivity and specificity of WP versus PSG for diagnosing sleep apnea were 85% and 70% respectively and agreement was 79% (kappa = 0.867). WP central AHI (AHIc) was 4.2 ± 7.7 (range 0-38) versus PSG AHIc 5.9 ± 11.8 (range 0-63) (p = 0.034), while correlation was 0.90 (p < 0.001). Using a threshold of AHI ≥ 15, the sensitivity and specificity of WP versus PSG for diagnosing CSA were 67% and 100% respectively with agreement of 95% (kappa = 0.774), and receiver operator characteristic (ROC) area under the curve of 0.866, (p < 0.01). Using a threshold of AHI ≥ 10 showed comparable overall sleep apnea and CSA diagnostic accuracies. CONCLUSIONS: These findings show that WP can accurately detect overall AHI and effectively differentiate between CSA and OSA.


Assuntos
Polissonografia/métodos , Apneia do Sono Tipo Central/diagnóstico , Adulto , Algoritmos , Diagnóstico Diferencial , Humanos , Israel , Polissonografia/estatística & dados numéricos , Prevalência , Reprodutibilidade dos Testes , Apneia do Sono Tipo Central/epidemiologia , Apneia Obstrutiva do Sono/diagnóstico , Apneia Obstrutiva do Sono/epidemiologia , Ronco/diagnóstico , Ronco/epidemiologia , Estudos de Validação como Assunto
5.
Sleep Breath ; 23(1): 117-123, 2019 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-29804216

RESUMO

PURPOSE: Obesity, obstructive sleep apnea (OSA), and type 2 diabetes mellitus (T2DM) are associated with chronic low-grade inflammation and oxidative stress. In adults, increased lipid peroxidation, a marker of oxidative stress, was found in both metabolic syndrome and OSA. Studies on oxidative stress in children with T2DM and OSA are scarce. METHODS: Plasma oxidized low-density lipoprotein (Ox-LDL) levels were evaluated in obese children and adolescents with/without T2DM, and the contribution of OSA to oxidative stress was investigated. RESULTS: Ten patients with T2DM, 8 with impaired glucose tolerance (IGT), and 20 body mass index-standard deviation score (BMI-SDS)-matched non-diabetic children (controls) were studied. They all underwent overnight polysomnography. Fasting plasma concentrations of Ox-LDL were measured and compared to the glycemic status and to the presence of OSA. Fourteen patients (36%) were diagnosed with OSA and 21 (55%) with hypertension. There were no significant group differences in plasma Ox-LDL levels or between patients with/without OSA. Plasma Ox-LDL levels were significantly higher among patients with hypertension compared to controls (P = 0.01), while they correlated with homeostasis model assessment (P = 0.02), BMI-SDS (P = 0.049), and systolic blood pressure (P = 0.002). CONCLUSIONS: The findings of this pilot study suggest that increased lipid peroxidation is associated with insulin resistance and hypertension in obese children and adolescents, while OSA has most likely minor influence.


Assuntos
Diabetes Mellitus Tipo 2/metabolismo , Estresse Oxidativo , Obesidade Infantil/metabolismo , Apneia Obstrutiva do Sono/metabolismo , Adolescente , Índice de Massa Corporal , Estudos de Casos e Controles , Criança , Diabetes Mellitus Tipo 2/complicações , Feminino , Humanos , Masculino , Obesidade Infantil/complicações , Polissonografia , Apneia Obstrutiva do Sono/complicações
6.
BMC Pediatr ; 18(1): 35, 2018 02 07.
Artigo em Inglês | MEDLINE | ID: mdl-29415685

RESUMO

BACKGROUND: Enlarged tonsils and adenoids are the major etiology of obstructive sleep apnea (OSA) in children. Lymphatic hyperplasia is common to both OSA and celiac disease. We aimed to investigate the effect of a gluten-free diet on OSA symptoms in children with celiac disease. METHODS: Children with celiac disease aged 2-18 years were prospectively recruited before the initiation of a gluten-free diet. Children with negative celiac serology who underwent gastrointestinal endoscopies for other indications served as controls. All participants completed a validated OSA-related symptoms questionnaire and the pediatric sleep questionnaire (PSQ) at baseline and 6 months later. RESULTS: Thirty-four children with celiac disease (mean age 6.6 ± 3.5 years) and 24 controls (mean age 7.3 ± 4.6 years, P = 0.5) were recruited. There were no significant differences in gender, body mass index or season at recruitment between the two groups. The rate of positive PSQ scores was higher (more OSA-related symptoms) in the control group compared to the celiac group, both at recruitment and at the 6-month follow-up (33.3% vs. 11.8%, P = 0.046, and 16.7% vs. 0, P = 0.014, respectively). PSQ scores improved significantly in both groups at the 6-month follow-up (P < 0.001 for both). Improvement was significantly higher in the celiac group compared to controls (0.1 ± 0.09 vs.0.06 ± 0.06, respectively, P = 0.04). CONCLUSIONS: Children with celiac disease had fewer OSA-related symptoms than controls, but the degree of improvement following the initiation of a gluten-free diet was significantly higher. These findings suggest that a gluten-free diet may improve OSA-related symptoms in children with celiac disease.


Assuntos
Doença Celíaca/dietoterapia , Dieta Livre de Glúten , Apneia Obstrutiva do Sono/dietoterapia , Adolescente , Estudos de Casos e Controles , Doença Celíaca/complicações , Criança , Pré-Escolar , Feminino , Seguimentos , Humanos , Modelos Lineares , Masculino , Estudos Prospectivos , Apneia Obstrutiva do Sono/complicações , Resultado do Tratamento
7.
Pediatr Diabetes ; 18(6): 450-458, 2017 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-27488802

RESUMO

BACKGROUND: Sleep has been shown to impact glucose regulation, and may be altered in persons with type 1 diabetes (T1D). OBJECTIVE: To assess sleep characteristics in T1D patients and the possible association between sleep disturbances and diabetes-related variables. SUBJECTS AND METHODS: In a cross-sectional study in 154 young patients with T1D and 154 age-range-matched nondiabetic controls subjective sleep characteristics were assessed using validated questionnaires: Sleep Disturbance Scale for Children (SDSC), Adolescent Sleep-Wake Scale (ASWS), Pittsburgh Sleep Quality Index (PSQI), Epworth Sleepiness Scale (ESS). Clinical and disease-related variables were obtained from medical charts. RESULTS: Sleep disorders were frequent in all age groups, with no significant difference in prevalence or total scores of the SDSC, ASWS, PSQI, or ESS between the patients and the controls. In T1D children, SDSC score was significantly higher in those using continuous glucose monitoring (CGM) vs glucose meters (P = .042). The score of disorders related to "initiating and maintaining sleep" was significantly higher in those treated with pumps vs patients treated with injections (P = .014), in those using CGM vs glucose meters (P = .02), and in those with nocturnal hypoglycemia vs those without (P = .023). The percentage of children with excessive daytime sleepiness was significantly lower in patients vs controls (P = .035). No significant differences were found in the other two age groups. CONCLUSIONS/INTERPRETATION: The prevalence of sleep disorders among most of the young T1D patients was no higher than in the nondiabetic population. Studies using objective sleep measures are warranted to further assess sleep quality in T1D patients.


Assuntos
Diabetes Mellitus Tipo 1/complicações , Transtornos do Sono-Vigília/epidemiologia , Adolescente , Criança , Estudos Transversais , Diabetes Mellitus Tipo 1/epidemiologia , Feminino , Humanos , Israel/epidemiologia , Masculino , Adulto Jovem
8.
Sleep Breath ; 20(1): 303-8, 2016 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-25948164

RESUMO

BACKGROUND: Inflammation plays a role in the pathogenesis and consequences of sleep-disordered breathing (SDB). The nasal mucosa and paranasal sinuses produce high levels of nitric oxide (NO). In asthma, exhaled NO is a marker of airway inflammation. There is only limited information whether nasal NO (nNO) accompanies also chronic upper airway obstruction, specifically, SDB. The objective of this study was to investigate nNO levels in children with SDB in comparison to healthy non-snoring children. METHODS: Nasal NO was measured in children who underwent overnight polysomnographic studies due to habitual snoring and suspected SDB and in healthy non-snoring controls. RESULTS: One hundred and eleven children participated in the study: 28 with obstructive sleep apnea (OSA), 60 with primary snoring (PS), and 23 controls. Nasal NO levels were significantly higher in children with OSA and PS compared to controls (867.4 ± 371.5, 902.0 ± 330.9, 644.1 ± 166.5 ppb, respectively, p = 0.047). No difference was observed between children with OSA and PS. No correlations were found between nNO levels and any of the PSG variables, nor with age, BMI percentile or tonsils size. CONCLUSIONS: Compared to healthy controls, nNO is increased in children with SDB, but it is not correlated with disease severity. This is probably due to the local mechanical processes and snoring.


Assuntos
Obstrução das Vias Respiratórias/diagnóstico , Testes Respiratórios , Óxido Nítrico/análise , Apneia Obstrutiva do Sono/diagnóstico , Adolescente , Obstrução das Vias Respiratórias/imunologia , Criança , Feminino , Humanos , Medições Luminescentes , Masculino , Mucosa Nasal/imunologia , Seios Paranasais/imunologia , Polissonografia , Valores de Referência , Apneia Obstrutiva do Sono/imunologia , Estatística como Assunto
9.
Isr Med Assoc J ; 18(1): 45-8, 2016 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-26964280

RESUMO

BACKGROUND: It has been suggested that sleep disordered breathing (SDB) during pregnancy may adversely influence maternal as well as fetal well being. OBJECTIVES: To examine the effect of maternal SDB on neonatal neurological examination and perinatal complications. METHODS: Pregnant women of singleton uncomplicated pregnancies were prospectively recruited from a community and hospital low risk obstetric surveillance. All participants completed a sleep questionnaire in the second trimester and underwent ambulatory sleep evaluation (WatchPAT, Itamar Medical, Caesarea, Israel). They were categorized as SDB (apnea hypopnea index > 5) and non-SDB. Maternal and newborn records were reviewed and a neonatal neurologic examination was conducted during the first 48 hours. RESULTS: The study group included 44 women and full-term infants; 11 of the women (25%) had SDB. Mean maternal age of the SDB and non-SDB groups was 32.3 ± 2.8 and 32.5 ± 4.7 years, respectively (P = 0.86). Mean body mass index before the pregnancy in the SDB and non-SDB groups was 25.8 ± 4.7 and 22.0 ± 2.5 kg/m2, respectively (P = 0.028). No differences were found between infants born to mothers with SDB and non-SDB in birth weight (3353.8 ± 284.8 vs. 3379.1 ± 492.4 g), gestational age (39.5 ± 0.9 vs. 39.2 ± 1.5 weeks), 5 minute Apgar scores (9.8 ± 0.6 vs. 9.9 ± 0.3), and neurologic examination scores (95.2 ± 3.9 vs. 94.6 ± 4.1). P value for all was not significant. CONCLUSIONS: Our preliminary results suggest that maternal mild SDB during pregnancy has no adverse effect on neonatal neurologic examination or on perinatal complications.


Assuntos
Índice de Apgar , Complicações na Gravidez/epidemiologia , Resultado da Gravidez , Síndromes da Apneia do Sono/complicações , Adulto , Peso ao Nascer , Índice de Massa Corporal , Feminino , Humanos , Recém-Nascido , Israel , Masculino , Gravidez , Sono/fisiologia , Síndromes da Apneia do Sono/epidemiologia , Inquéritos e Questionários
10.
Am J Obstet Gynecol ; 212(5): 656.e1-7, 2015 May.
Artigo em Inglês | MEDLINE | ID: mdl-25576821

RESUMO

OBJECTIVE: We sought to examine the effect of maternal sleep-disordered breathing (SDB) on infant general movements (GMs) and neurodevelopment. STUDY DESIGN: Pregnant women with uncomplicated full-term pregnancies and their offspring were prospectively recruited from a community and hospital low-risk obstetric surveillance. All participants completed a sleep questionnaire on second trimester and underwent ambulatory sleep evaluation (WatchPAT; Itamar Medical, Caesarea, Israel). They were categorized as SDB (apnea hypopnea index>5) and controls. Infant GMs were assessed in the first 48 hours and at 8-11 and 14-16 weeks of age. At 12 months of age the Infant Developmental Inventory and the Brief Infant Sleep Questionnaire were administered. RESULTS: In all, 74 women and their full-term infants were studied. Eighteen (24%) women had SDB. Mean birthweight was 3347.1±423.9 g. Median Apgar score at 5 minutes was 10 (range, 8-10). In adjusted comparisons, no differences were found between infants born to mothers with SDB and controls in GM scores in all 3 evaluations. Low social developmental score was detected at 12 months in 64% of infants born to SDB mothers compared to 25% of infants born to controls (adjusted P=.036; odds ratio, 16.7). Infant snoring was reported by 41.7% of mothers with SDB compared to 7.5% of controls (P=.004). CONCLUSION: Our preliminary results suggest that maternal SDB during pregnancy has no adverse effect on neonatal and infant neuromotor development but may affect social development at 1 year.


Assuntos
Desenvolvimento Infantil , Deficiências do Desenvolvimento/epidemiologia , Desenvolvimento da Linguagem , Destreza Motora , Complicações na Gravidez/epidemiologia , Efeitos Tardios da Exposição Pré-Natal/epidemiologia , Síndromes da Apneia do Sono/epidemiologia , Comportamento Social , Adulto , Índice de Apgar , Feminino , Humanos , Lactente , Recém-Nascido , Masculino , Polissonografia , Gravidez , Estudos Prospectivos , Fatores de Risco , Ronco/epidemiologia , Inquéritos e Questionários
11.
J Psychiatr Res ; 175: 211-217, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38744160

RESUMO

BACKGROUND: The relation between impulsivity and sleep indices is not well determined in patients receiving methadone maintenance treatment (MMT). AIMS: to evaluate high impulsivity prevalence, its risk factors and relation with sleep indices. METHODS: a random MMT sample (n = 61) plus MMT current cocaine users (n = 20) were assessed for impulsivity (Barratt impulsivity scale [BIS-11] and Balloon Analogue Risk task [BART]), sleep quality (Pittsburg Sleep Quality Index [PSQI]), sleepiness (The Epworth sleepiness scale [ESS]), and substance in urine. RESULTS: 81 patients, aged 56.6 ± 10, 54.3% tested positive to any substance, 53.1% with poor sleep (PSQI>5) and 43.2% with daytime sleepiness (ESS >7) were studied. Impulsivity (BIS-11 ≥ 72) prevalence was 27.9% (of the representative sample), and 30.9% of all participants. These patients characterized with any substance and shorter duration in MMT with no sleep indices or other differences including BART balloon task performance (that was higher only in any substance than non-substance user group). However, impulsive score linearly correlated with daytime sleepiness (R = 0.2, p = 0.05). Impulsivity proportion was lowest among those with no cocaine followed by cocaine use and the highest in those who used cocaine and opiates (20.8%, 33.3% and 60% respectively, p = 0.02), as daily sleep (38.3%, 42.1% and 60%, p = 0.3) although not statistically significant. CONCLUSION: Daytime sleepiness correlated with impulsivity, but cocaine usage is the robust factor. Further follow-up is warranted to determine whether substance discontinuing will lead to a reduction in impulsivity, and improved vigilance. Sleep quality did not relate to daytime sleepiness and impulsivity and need further research.


Assuntos
Comportamento Impulsivo , Metadona , Tratamento de Substituição de Opiáceos , Transtornos Relacionados ao Uso de Opioides , Humanos , Metadona/uso terapêutico , Masculino , Feminino , Comportamento Impulsivo/fisiologia , Comportamento Impulsivo/efeitos dos fármacos , Pessoa de Meia-Idade , Transtornos Relacionados ao Uso de Opioides/epidemiologia , Prevalência , Adulto , Transtornos do Sono-Vigília/epidemiologia , Transtornos Relacionados ao Uso de Cocaína/epidemiologia , Entorpecentes/farmacologia , Entorpecentes/administração & dosagem , Idoso
12.
IEEE Trans Biomed Eng ; PP2024 Sep 27.
Artigo em Inglês | MEDLINE | ID: mdl-39331540

RESUMO

BACKGROUND: Sleep staging is critical for diagnosing sleep disorders. Traditional methods in clinical settings involve time-intensive scoring procedures. Recent advancements in data-driven algorithms using photoplethysmogram (PPG) time series have shown promise in automating sleep staging in adults. However, for children, algorithm development is hindered by the limited availability of datasets, with the Childhood Adenotonsillectomy Trial (CHAT) being the only substantial source, comprising recordings from children aged 5-10. This limitation constrains the evaluation of algorithmic generalization performance. METHODS: We employed a deep learning model for sleep staging from PPG, initially trained using a large dataset of adult sleep recordings, and fine-tuned it on 80% of the CHAT dataset (CHAT-train) for the task of three-class sleep staging (wake, REM, non-REM). The resulting algorithm performance was compared to the same model architecture but trained from scratch on CHAT-train (benchmark). The algorithms are evaluated on the local test set, denoted CHAT-test, as well as on a newly introduced independent dataset. RESULTS: Our deep learning algorithm achieved a Cohen's Kappa of 0.88 on CHAT-test (versus 0.65), and demonstrated generalization capabilities with a Kappa of 0.72 on the external Ichilov dataset for children above 5 years old (versus 0.64) and 0.64 for those below 5 (versus 0.53). SIGNIFICANCE: This research establishes a new state-of-the-art performance for the task of sleep staging in children using raw PPG. The findings underscore the value of transfer learning from the adults to children domain. However, the reduced performance in children under 5 suggests the need for further research and additional datasets covering a broader pediatric age range to fully address generalization limitations.

13.
Otolaryngol Head Neck Surg ; 171(2): 554-559, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38668374

RESUMO

OBJECTIVES: (1) To investigate the prevalence and severity of drooling among healthy young children referred for adenotonsillectomy; (2) to evaluate the effect of adenotonsillectomy on drooling. STUDY DESIGN: Prospective study. SETTING: Tertiary referral center. METHODS: Healthy typically developed children aged 18 to 48 months referred to adenotonsillectomy for upper airway obstruction (UAO) were recruited. Age-matched children recruited from the community served as controls. Drooling frequency and severity were assessed at baseline and 2 months following surgery based on 2 subjective scales: the Drooling Infants and Preschoolers Scale (DRIPS) and Thomas-Stonell and Greenberg Saliva Severity Scale (TSGS). RESULTS: Eighty-seven children aged 18 to 48 months were included in the study. Forty-three children referred to adenotonsillectomy (study group) and 44 age-matched controls. There were significant differences in almost all of the DRIPS items between children in the presurgery group compared to controls. Drooling severity and frequency were greater in the former compared to the latter (TGF-s severity: 1.4 ± 1.0 vs 0.6 ± 0.8, P = .001; TGF frequency: 1.3 ± 0.9 vs 0.5 ± 0.6, P < .001). After surgery, the scores for all DRIPS and TSGS items decreased significantly and were comparable to the control group. CONCLUSIONS: The frequency and severity of drooling among otherwise young children referred for adenotonsillectomy were greater than those for healthy controls. Following surgery, both the frequency and severity significantly improved and became comparable to those of controls. These findings suggest that a major improvement in drooling is one of the benefits of a surgical intervention in a child with UAO.


Assuntos
Adenoidectomia , Índice de Gravidade de Doença , Sialorreia , Tonsilectomia , Humanos , Tonsilectomia/métodos , Pré-Escolar , Sialorreia/cirurgia , Sialorreia/etiologia , Masculino , Feminino , Estudos Prospectivos , Lactente , Prevalência , Resultado do Tratamento , Estudos de Casos e Controles
14.
Sleep Med ; 116: 90-95, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38437781

RESUMO

STUDY OBJECTIVES: Immunity is influenced by sleep and the circadian rhythm. Healthcare workers are predisposed to both insufficient sleep and circadian disruption. This study aimed to evaluate the relationship between sleep and work characteristics and the antibody response to the mRNA SARS-CoV-2 vaccine BNT162b2. METHODS: The authors' prospective cohort study ("COVI3") evaluated the effect of a third (booster) dose of the BNT162b2 vaccine. A subset of participants provided information on anthropometric measures, sleep, stress and work characteristics including shift work and number of work hours per week. Blood samples for anti-S1-RBD IgG antibody levels were obtained 21 weeks following receipt of the third dose of the vaccine. RESULTS: In total, 201 healthcare workers (73% women) were included. After adjustment for age, body mass index (BMI), shift work, smoking status, and perceived stress, short sleep duration (<7 h per night) was associated with lower anti-S1-RBD IgG levels (Odds ratio 2.36 [95% confidence interval 1.08-5.13]). Participants who performed shift work had higher odds of lower anti-S1-RBD IgG levels compared to those who did not work in shifts [odds ratio = 2.99 (95% confidence interval 1.40, 6.39)] after accounting for age, short sleep duration, BMI, smoking status and perceived stress. CONCLUSIONS: Shift work and self-reported short sleep duration were associated with a lower antibody response following a booster dose of the SARS-CoV-2 vaccine. These findings suggest that the efficacy of vaccination, particularly among healthcare workers, may be augmented by addressing both sleep and circadian alignment.


Assuntos
Vacinas contra COVID-19 , COVID-19 , Feminino , Humanos , Masculino , Vacina BNT162 , Formação de Anticorpos , Estudos Prospectivos , COVID-19/prevenção & controle , SARS-CoV-2 , Sono , Hospitais , Imunoglobulina G
15.
Nat Sci Sleep ; 15: 275-286, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37113558

RESUMO

Introduction: Delayed sleep phase syndrome (DSPS) and insomnia disorders are prevalent in adolescents and are comorbid with attention-deficit/hyperactivity disorder (ADHD), but only limited information is available regarding the prevalence of DSPS and insomnia in adolescents with ADHD. Moreover, previous studies comparing objective sleep parameters averaged the findings across all participants of each group (ADHD, control) regardless of each individual's level of reported sleep disturbance. This might have resulted in inconsistency between information obtained by objective and subjective sleep measures in adolescents with ADHD. The objectives of the present study were 1) to compare the prevalence of risk for DSPS and insomnia in adolescents with ADHD and control adolescents in our samples; 2) to compare objectively measured sleep characteristics of adolescents with ADHD and controls while taking into consideration their levels of risk for DSPS or their level of insomnia; and 3) to compare the ADHD symptom levels of adolescents with moderate/high and low risk for DSPS or insomnia. Methods: Seventy-three adolescents (37 ADHD, 36 controls) aged 12-15 years participated in a cross-sectional study. Actigraphy was used to characterize objective sleep parameters and parents' or adolescents' reports were used to characterize subjective sleep parameters. Results: Of the participants in the ADHD and control groups, 33.33% and 27%, respectively, had moderate/high levels of risk for DSPS. Adolescents in the high-risk group for DSPS had an objectively measured delayed sleep schedule and more variable sleep duration, time in bed, and sleep efficiency compared to adolescents in the low-risk group for DSPS, regardless of their ADHD diagnosis. Adolescents with higher levels of insomnia spent more time in bed and had more variable sleep efficiency compared to adolescents with no insomnia, regardless of their diagnosis. Conclusion: The prevalence of moderate/high risk for DSPS was similarly high in adolescents with ADHD and controls. Participants' subjective reports of sleep disturbances were consistent with their objective sleep parameters when the type and level of subjectively defined sleep disturbance were considered. ADHD symptom levels were not different in adolescents with moderate/high or low risk for DSPS or insomnia.

16.
J Parkinsons Dis ; 13(7): 1213-1223, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37807787

RESUMO

BACKGROUND: Rapid eye movement (REM) sleep behavior disorder (RBD) is a leading predictor of Parkinson's disease (PD). Diagnosis is performed in the sleep laboratory by detecting pathological REM sleep without atonia (RSWA). The evidence on the overnight distribution of RSWA% is conflicting. OBJECTIVE: To investigate the temporal distribution of the number of ocular movements per REM sleep minute (REM density), and RSWA% in people with PD and non-PD controls. METHODS: All participants underwent a single overnight evaluation in a sleep laboratory. Clinical evaluation was performed on a separate day. REM density and RSWA% were compared between PD and controls both across four sleep periods and individual REM cycles. RESULTS: A total of 51 participants with recorded RSWA in polysomnography laboratory were included, 28 with PD aged 64±9 years with a disease duration of 3.3±2.9 years, and 23 controls aged 55±8 years. People with PD had lower REM density and higher RSWA% compared to controls. As expected, REM density was higher towards the morning. In contrast, RSWA% was equally distributed across the night, for both PD and controls. CONCLUSIONS: PD pathology affects REM sleep features, but not the overnight distribution of those features. While REM density increased towards the end of the night, RSWA% was equally distributed across the night for both PD and controls. Our findings have clinical implications for diagnosing RBD, as quantification of RSWA% in any sleep cycle is sufficient for reliably evaluating total RSWA% and reduced REM density may be a marker of PD.


Assuntos
Doença de Parkinson , Transtorno do Comportamento do Sono REM , Humanos , Doença de Parkinson/complicações , Sono REM , Hipotonia Muscular/diagnóstico , Sono , Transtorno do Comportamento do Sono REM/diagnóstico , Transtorno do Comportamento do Sono REM/etiologia
17.
Life (Basel) ; 13(3)2023 Mar 05.
Artigo em Inglês | MEDLINE | ID: mdl-36983852

RESUMO

Marked fatigue is common in patients with systemic lupus erythematosus (SLE). This study aimed to assess the association of sleep disorders, including obstructive sleep apnea (OSA), with SLE. Forty-two consecutive patients with SLE and 20 healthy controls were recruited and underwent a one-night ambulatory sleep examination. They completed questionnaires, including the Pittsburgh Sleep Quality Index (PSQI) and Functional Assessment of Chronic Illness Therapy (FACIT). SLE disease activity and damage were assessed by the SLE Disease Activity Index 2000 (SLEDAI-2K) and the Systemic Lupus International Collaborating Clinics/American College of Rheumatology (SLICC/ACR) damage index (SDI). A significantly increased apnea/hypopnea index was noted in the SLE group compared to healthy controls (p = 0.004). SLE patients had higher rates of moderate-to-severe OSA (p = 0.04), PSQI (p = 0.001), and FACIT scores (p = 0.0008). Multivariate analysis revealed that the SDI was associated with OSA (p = 0.03). There was a positive association between SLEDAI-2K and moderate-to-severe OSA (p = 0.03). Patients with SLE had an increased prevalence of OSA and poorer quality of sleep compared to healthy controls. Our findings suggest that active disease and accumulated damage may be associated with OSA. These findings highlight the importance of identifying the presence of OSA in patients with SLE.

18.
Pediatr Neurol ; 142: 39-46, 2023 05.
Artigo em Inglês | MEDLINE | ID: mdl-36905761

RESUMO

BACKGROUND: We aimed to assess the presence of sleep disturbances in adolescents with idiopathic intracranial hypertension (IIH) and to determine whether demographic, anthropometric, and clinical factors are associated with disrupted sleep. METHODS: Sleep disturbances and patterns were evaluated in a cohort of adolescents (aged 12 to 18 years) with ongoing IIH and compared with a healthy age- and sex-matched control group. All participants responded to three self-rating questionnaires: the School Sleep Habits Survey (SSHS), the Pediatric Sleep Questionnaire (PSQ), and the Depression, Anxiety, and Stress Scale. The study group's demographic, clinical, laboratory, and radiological data were documented, and their association with sleep patterns was examined. RESULTS: Thirty-three adolescents with ongoing IIH and 71 healthy controls were included. There was a significantly higher prevalence of sleep disturbances in the IIH group compared with the controls (SSHS, P < 0.001 and PSQ, P < 0.001), as well as of their independent subscales: sleep-related breathing disorders (P = 0.006), daytime sleepiness (P = 0.04), sleep/wake disruptions (P < 0.001), and sleep-related depressive tendencies (P < 0.001). According to subgroup analyses, these differences were also present between the normal-weight adolescents but not between the overweight IIH and control adolescents. No differences were found in the demographic, anthropometric, and IIH disease-related clinical measures between individuals with IIH with disrupted and normal sleep patterns. CONCLUSIONS: Sleep disturbances are common among adolescents with ongoing IIH, irrespective of their weight and disease-related characteristics. Screening adolescents with IIH for sleep disturbances is recommended as part of their multidisciplinary management.


Assuntos
Hipertensão Intracraniana , Pseudotumor Cerebral , Transtornos do Sono-Vigília , Humanos , Criança , Adolescente , Pseudotumor Cerebral/diagnóstico , Prevalência , Transtornos do Sono-Vigília/etiologia , Transtornos do Sono-Vigília/complicações , Hipertensão Intracraniana/complicações
19.
Am J Obstet Gynecol MFM ; 4(5): 100660, 2022 09.
Artigo em Inglês | MEDLINE | ID: mdl-35525420

RESUMO

BACKGROUND: Gestational diabetes mellitus is associated with an increased risk of maternal, fetal, and neonatal morbidities. Chronobiological disorders have recently been identified as risk factors for those morbidities. The disorders include chrononutritional disorders related to meal frequency and content according to the sleep-wake cycle, sleep disorders related to sleep quality, and chrono-obesity disorders, such as abnormal weight gain because of sleep deprivation and time of eating. OBJECTIVE: This study aimed to assess whether a chrononutritional and sleep hygiene intervention can improve maternal glycemic control and reduce the proportion of large-for-gestational-age newborns among women with gestational diabetes mellitus. STUDY DESIGN: This randomized controlled trial included 103 women with gestational diabetes mellitus who were carrying a singleton fetus and assigned to either the intervention group (n=33) or the control group (n=70). The intervention group was assigned to a chrononutrition and sleep hygiene program, in addition to the usual care for gestational diabetes mellitus, from the time of diabetes mellitus diagnosis to birth, whereas the control group received the usual gestational diabetes mellitus care. RESULTS: The chrononutritional and sleep hygiene intervention significantly reduced the proportion of women with suboptimal glycemic control (<80% of the plasma glucose values at target), after adjustment for maternal age, prepregnancy body mass index, gravidity, history of gestational diabetes mellitus, and large for gestational age (relative risk, 0.28; 95% confidence interval, 0.18-0.81). The effect of the intervention on balancing maternal glycemic control was mainly because of the decreased carbohydrate intake in the evening interval of the day (relative risk, 0.8; 95% confidence interval, 0.64-0.99). However, the intervention had no effect on the proportion of large-for-gestational-age newborns. CONCLUSION: The chrononutritional and sleep hygiene intervention can improve maternal glycemic control.


Assuntos
Diabetes Gestacional , Índice de Massa Corporal , Diabetes Gestacional/diagnóstico , Diabetes Gestacional/epidemiologia , Diabetes Gestacional/prevenção & controle , Feminino , Controle Glicêmico , Humanos , Recém-Nascido , Obesidade/complicações , Gravidez , Sono
20.
J Clin Sleep Med ; 18(11): 2553-2559, 2022 11 01.
Artigo em Inglês | MEDLINE | ID: mdl-35912700

RESUMO

STUDY OBJECTIVES: Transgender or gender-nonconforming (TGNC) identity is associated with higher burden of sleep disorders relative to cisgender identity. However, the role of gender-affirming therapy (GAT) in sleep disorders is poorly understood. This study examined relationships between TGNC identity, transition, and sleep disorders among TGNC and cisgender youth. METHODS: This retrospective cross-sectional study utilized a large US-based administrative claims database (deidentified Optum Clinformatics Data Mart Database) to identify youth aged 12-25 years who obtained a diagnosis of TGNC identity and those who pursued GAT. Descriptive statistics estimated distributions of demographic and health characteristics by gender identity. Unadjusted and age-adjusted logistic regression models were used to examine associations between TGNC identity, GAT, and sleep disorders. RESULTS: This study included 1,216,044 youth, of which 2,603 (0.2%) were identified as TGNC. Among the 1,387 TGNC who pursued GAT, 868 and 519 were identified as transmasculine and transfeminine, respectively. Adjusted analysis showed increased odds of insomnia (odds ratio = 5.4, 95% confidence interval 4.7, 6.2), sleep apnea (odds ratio = 3.0, 95% confidence interval 2.3, 4.0), and other sleep disorders (odds ratio = 3.1, 95% confidence interval 2.5, 3.9) in TGNC relative to cisgender youth. Decreased odds of any sleep disorder were observed in the TGNC youth on GAT (odds ratio = 0.5, 95% confidence interval 0.4, 0.7) relative to those not on GAT. CONCLUSIONS: This study demonstrated a high burden of sleep disorders in TGNC youth in comparison to cisgender. However, GAT may confer a protective effect on sleep disorders among TGNC youth. Longitudinal assessments of sleep disorders prior to and post-GAT are needed to uncover their temporal relationships. CITATION: Gavidia R, Whitney DG, Hershner S, Selkie EM, Tauman R, Dunietz GL. Gender identity and transition: relationships with sleep disorders in US youth. J Clin Sleep Med. 2022;18(11):2553-2559.


Assuntos
Transtornos do Sono-Vigília , Pessoas Transgênero , Adolescente , Feminino , Humanos , Masculino , Identidade de Gênero , Estudos Transversais , Estudos Retrospectivos , Transtornos do Sono-Vigília/epidemiologia
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