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Antonaglia C, Fabozzi A, Steffanina A, Ture R, Palange P, Confalonieri M. Walking the fine line between OSA and aging. Sleep Breath 2025; 29:195. [PMID: 40407983 PMCID: PMC12101997 DOI: 10.1007/s11325-025-03343-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2024] [Revised: 04/08/2025] [Accepted: 04/21/2025] [Indexed: 05/26/2025]
Abstract
Obstructive Sleep Apnea (OSA) is the most common sleep- related breathing disorder. In recent years, evidence have shown that patients with OSA may have this disorder for different reasons, with different symptoms and comorbidities. Therefore, treatment should be individualized [1]. This has led to a growing interest in the characterization of the disease into phenotypes. OSA in elderly patients is often a challenge for clinician in terms of diagnosis, as symptoms may be masked, but also for treatment in terms of efficacy and adherence. However, aging is a pathophysiological factor that predisposes to obstructive sleep apnea, and the two conditions share symptoms and comorbidities to such an extent that it becomes very difficult to establish a casual link between the two. We summarize the recent evidence in OSA elderly patients, particularly in terms of pathophysiology, symptoms and main comorbidities.
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Affiliation(s)
- Caterina Antonaglia
- Pulmonology Unit, Department of Medical Surgical and Health Sciences, Hospital of Cattinara, University of Trieste, 34149, Trieste, Italy.
| | - Antonio Fabozzi
- Pulmonology Unit, Department of Public Health and Infectious Diseases, Pulmonary Division, Policlinico Umberto I Hospital, Sapienza University of Rome, Rome, Italy
| | - Alessia Steffanina
- Pulmonology Unit, Department of Public Health and Infectious Diseases, Pulmonary Division, Policlinico Umberto I Hospital, Sapienza University of Rome, Rome, Italy
| | - Riccardo Ture
- Pulmonology Unit, Department of Medical Surgical and Health Sciences, Hospital of Cattinara, University of Trieste, 34149, Trieste, Italy
| | - Paolo Palange
- Pulmonology Unit, Department of Public Health and Infectious Diseases, Pulmonary Division, Policlinico Umberto I Hospital, Sapienza University of Rome, Rome, Italy
| | - Marco Confalonieri
- Pulmonology Unit, Department of Medical Surgical and Health Sciences, Hospital of Cattinara, University of Trieste, 34149, Trieste, Italy
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2
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Scharf MT, Androulakis IP. Novel assessment of CPAP adherence data reveals distinct diurnal patterns. J Clin Sleep Med 2025; 21:493-502. [PMID: 39484806 PMCID: PMC11874086 DOI: 10.5664/jcsm.11446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2024] [Revised: 10/21/2024] [Accepted: 10/22/2024] [Indexed: 11/03/2024]
Abstract
STUDY OBJECTIVES Obstructive sleep apnea is a prevalent condition effectively treated by continuous positive airway pressure (CPAP) therapy. CPAP adherence data, routinely gathered in clinical practice, include detailed information regarding both duration and timing of use. The purpose of the present study was to develop a systematic way to measure the diurnal pattern of CPAP adherence data and to see if distinct patterns exist in a clinical cohort. METHODS Machine learning techniques were employed to analyze CPAP adherence data. A cohort of 200 unselected patients was assessed and a cluster analysis was subsequently performed. Application of this methodology to 17 patients with different visually noted patterns was carried out to further assess performance. RESULTS Each 30-day period of CPAP use for each patient was characterized by 4 variables describing the time of day of initiation and discontinuation of CPAP use, as well as the consistency of use during those times. Further analysis identified 6 distinct clusters, reflecting different timing and adherence patterns. Specifically, clusters with relatively normal timing vs delayed timing were identified. Finally, application of this methodology showed generally good performance with limitations in the ability to characterize shift worker and non-24 rhythms. CONCLUSIONS This study demonstrates a methodology for analysis of diurnal patterns from CPAP adherence data. Furthermore, distinct timing and adherence patterns are demonstrated. The potential impact of these patterns on the beneficial effects of CPAP requires elucidation. CITATION Scharf MT, Androulakis IP. Novel assessment of CPAP adherence data reveals distinct diurnal patterns. J Clin Sleep Med. 2025;21(3):493-502.
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Affiliation(s)
- Matthew T. Scharf
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Rutgers Robert Wood Johnson Medical School, New Brunswick, New Jersey
- Department of Neurology, Rutgers Robert Wood Johnson Medical School, New Brunswick, New Jersey
| | - Ioannis P. Androulakis
- Biomedical Engineering Department, Rutgers University, Piscataway, New Jersey
- Chemical and Biochemical Engineering Department, Rutgers University, Piscataway, New Jersey
- Department of Surgery, Rutgers Robert Wood Johnson Medical School, New Brunswick, New Jersey
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3
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Ganglberger W. Machine learning identification of sleep EEG and EOG biomarkers for mortality risk. Sleep 2025; 48:zsae231. [PMID: 39344681 PMCID: PMC11807879 DOI: 10.1093/sleep/zsae231] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2024] [Indexed: 10/01/2024] Open
Affiliation(s)
- Wolfgang Ganglberger
- Department of Neurology, Beth Israel Deaconess Medical Center, Boston, MA, USA
- McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, USA
- Division of Sleep Medicine, Harvard Medical School, Boston, MA, USA
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Bradley TD, Logan AG, Floras JS. Treating sleep disordered breathing for cardiovascular outcomes: observational and randomised trial evidence. Eur Respir J 2024; 64:2401033. [PMID: 39638419 DOI: 10.1183/13993003.01033-2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Accepted: 10/07/2024] [Indexed: 12/07/2024]
Abstract
Sleep disordered breathing (SDB) is considered a risk factor for cardiovascular disease (CVD). Obstructive sleep apnoea (OSA) can be treated with continuous positive airway pressure (CPAP), and central sleep apnoea (CSA), in patients with heart failure with reduced ejection fraction (HFrEF), by peak flow-triggered adaptive servo-ventilation. Presently, there is equipoise as to whether treating SDB prevents cardiovascular events. Some propose treatment for this indication, based on observational data, while others argue against because of the lack of randomised trial evidence. This review evaluates literature concerning the cardiovascular effects of treating SDB with PAP devices in individuals with and without CVDs. Nine observational studies report significantly lower cardiovascular event rates in those treated, than in those not treated, for SDB. Conversely, 12 randomised trials in which excessive daytime sleepiness was generally an exclusion criterion showed no reduction in cardiovascular event rates. The SERVE-HF trial showed an increase in mortality with use of minute ventilation-triggered adaptive servo-ventilation for CSA in patients with HFrEF. In the ADVENT-HF trial, treating HFrEF patients with coexisting OSA or CSA using peak flow-triggered adaptive servo-ventilation was safe and improved sleep structure and heart failure-related quality of life but did not reduce all-cause mortality or cardiovascular events. More evidence is required to determine whether treating CSA in patients with HFrEF prevents cardiovascular events and improves survival. Presently, the rationale for treating SDB with PAP remains improving sleep structure and quality of life, as well as relieving excessive daytime sleepiness, but not reducing cardiovascular events.
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Affiliation(s)
- T Douglas Bradley
- University Health Network Toronto Rehabilitation Institute (KITE), Toronto, ON, Canada
- University Health Network and Sinai Health Department of Medicine, Toronto, ON, Canada
| | - Alexander G Logan
- University Health Network and Sinai Health Department of Medicine, Toronto, ON, Canada
- Lunenfeld-Tanenbaum Research Institute, Toronto, ON, Canada
| | - John S Floras
- University Health Network and Sinai Health Department of Medicine, Toronto, ON, Canada
- Lunenfeld-Tanenbaum Research Institute, Toronto, ON, Canada
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Aktan Suzgun M, Benbir Senel G, Karadeniz D. The role of large muscle movements on excessive daytime sleepiness in patients with obstructive sleep apnea. Sleep Breath 2024; 28:2547-2556. [PMID: 39285021 DOI: 10.1007/s11325-024-03156-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2024] [Revised: 07/26/2024] [Accepted: 08/30/2024] [Indexed: 11/16/2024]
Abstract
PURPOSE Obstructive sleep apnea (OSA) is a heterogeneous disorder requiring personalized diagnostic approaches. Restless sleep and excessive daytime sleepiness (EDS) frequently accompany OSA, and are mainly linked to sleep fragmentation secondary to apneas and/or hypopneas. In this study, we aimed to analyze the characteristics of LMMs in OSA and to evaluate interrelationship between LMMs and EDS. METHODS Untreated-naïve adult OSA patients, with vs. without EDS were prospectively enrolled. Patients with comorbid neurological/psychiatric diagnosis, usage of drugs/substances known to affect sleep and positive airway pressure therapy were excluded. Routine evaluation of video-polysomnography was followed by LMM scoring. LMMs were compared between OSA with vs. without EDS, and correlations of LMMs with ESS scores and macrostructural sleep parameters were analyzed. RESULTS Sixty patients were included (median age 43.5 [37.0] years, %78.3 men); 17 had EDS with Epworth Sleepiness Scale (ESS) ≥ 10 (28.3%). Total LMM index in total sleep time (TST) was 7.9 [20.6]. Total LMM index in TST (p = 0.048) and N1 (p = 0.020), and arousal-related LMM index in TST (p = 0.050) and N1 (p = 0.026) were higher in OSA with EDS than those without EDS. ESS scores were positively correlated with total (r = 0.332,p = 0.028) and arousal-related (r = 0.338,p = 0.025) LMM indexes in N1, and abnormal respiratory event-related LMM indexes in N1 (r = 0.440,p = 0.003) and N3 (r = 0.293,p = 0.050) after correction for age, sex, body-mass-index and apnea-hypopnea index. CONCLUSION Our study demonstrated that LMMs were more frequent in OSA with EDS than those without EDS. This may have broad implications for the mechanisms of motor restlessness and residual sleepiness in OSA and warrants larger-scale, long-term follow-up studies. CLINICAL TRIAL REGISTRATION No clinical trial registration due to the observational design of the study.
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Affiliation(s)
- Merve Aktan Suzgun
- Sleep and Disorders Unit, Department of Neurology, Cerrahpasa Faculty of Medicine, Istanbul University-Cerrahpasa, Istanbul, 34098, Turkey.
| | - Gulcin Benbir Senel
- Sleep and Disorders Unit, Division of Clinical Neurophysiology, Department of Neurology, Cerrahpasa Faculty of Medicine, Istanbul University-Cerrahpasa, Istanbul, Turkey
| | - Derya Karadeniz
- Sleep and Disorders Unit, Division of Clinical Neurophysiology, Department of Neurology, Cerrahpasa Faculty of Medicine, Istanbul University-Cerrahpasa, Istanbul, Turkey
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Maghsoudi A, Azarian M, Sharafkhaneh A, Jones MB, Nozari H, Kryger M, Ramezani A, Razjouyan J. Age modulates the predictive value of self-reported sleepiness for all-cause mortality risk: insights from a comprehensive national database of veterans. J Clin Sleep Med 2024; 20:1785-1792. [PMID: 38935061 PMCID: PMC11530978 DOI: 10.5664/jcsm.11254] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Revised: 06/14/2024] [Accepted: 06/14/2024] [Indexed: 06/28/2024]
Abstract
STUDY OBJECTIVES Excessive daytime sleepiness is prevalent and overwhelmingly stems from disturbed sleep. We hypothesized that age modulates the association between excessive daytime sleepiness and increased all-cause mortality. METHODS We utilized the Veterans' Health Administration data from 1999-2022. We enrolled participants with sleep related International Classification of Diseases 9/10 codes or sleep services. A natural language processing pipeline was developed and validated to extract the Epworth Sleepiness Scale (ESS) as a self-reported tool to measure excessive daytime sleepiness from physician progress notes. The natural language processing's accuracy was assessed through manual annotation of 470 notes. Participants were categorized into normal-ESS (ESS 0-10) and high-ESS (ESS 11-24). We created 3 age groups: < 50 years, 50 to < 65 years, and ≥ 65 years. The adjusted odds ratio of mortality was calculated for age, body mass index, sex, race, ethnicity, and the Charlson Comorbidity Index, using normal-ESS as the reference. Subsequently, we conducted age stratified analysis. RESULTS The first ESS records were extracted from 423,087 veterans with a mean age of 54.8 (± 14.6), mean body mass index of 32.6 (± 6.2), and 90.5% male. The adjusted odds ratio across all ages was 17% higher (1.15, 1.19) in the high-ESS category. The adjusted odds ratio s only became statistically significant for individuals aged ≥ 50 years in the high-ESS compared to the normal-ESS category (< 50 years: 1.02 [0.96, 1.08], 50 to < 65 years 1.13[1.10, 1.16]; ≥ 65 years: 1.25 [1.21, 1.28]). CONCLUSIONS High-ESS predicted increased mortality only in participants aged 50 and older. Further research is required to identify this differential behavior in relation to age. CITATION Maghsoudi A, Azarian M, Sharafkhaneh A, et al. Age modulates the predictive value of self-reported sleepiness for all-cause mortality risk: insights from a comprehensive national database of veterans. J Clin Sleep Med. 2024;20(11):1785-1792.
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Affiliation(s)
- Arash Maghsoudi
- Center for Innovations in Quality, Effectiveness, and Safety, Michael E. DeBakey VA Medical Center, Houston, Texas
- Department of Medicine, Baylor College of Medicine, Houston, Texas
| | - Mehrnaz Azarian
- Center for Innovations in Quality, Effectiveness, and Safety, Michael E. DeBakey VA Medical Center, Houston, Texas
- Department of Medicine, Baylor College of Medicine, Houston, Texas
| | - Amir Sharafkhaneh
- Department of Medicine, Baylor College of Medicine, Houston, Texas
- Pulmonary, Critical Care and Sleep Medicine Section, Medical Care Line, Michael E. DeBakey VA Medical Center, Houston, Texas
| | - Melissa B. Jones
- Mental Health Care Line, Michael E. DeBakey VA Medical Center, Houston, Texas
- Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, Texas
| | - Hoormehr Nozari
- Children Growth Research Center, Research Institute for Prevention of Non-Communicable Diseases, Qazvin University of Medical Sciences, Qazvin, Iran
| | - Meir Kryger
- Pulmonary, Critical Care and Sleep Medicine, Yale School of Medicine, Yale University, New Haven, Connecticut
| | - Amin Ramezani
- Center for Innovations in Quality, Effectiveness, and Safety, Michael E. DeBakey VA Medical Center, Houston, Texas
- Department of Medicine, Baylor College of Medicine, Houston, Texas
| | - Javad Razjouyan
- Center for Innovations in Quality, Effectiveness, and Safety, Michael E. DeBakey VA Medical Center, Houston, Texas
- Department of Medicine, Baylor College of Medicine, Houston, Texas
- Big Data Scientist Training Enhancement Program (BD-STEP), VA Office of Research and Development, Washington, DC
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7
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Fernandes M, Antonucci M, Capecci F, Mercuri NB, Della-Morte D, Liguori C. Prevalence of sleep disorders in geriatrics: an exploratory study using sleep questionnaires. Geriatr Nurs 2024; 60:107-113. [PMID: 39236368 DOI: 10.1016/j.gerinurse.2024.08.032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Revised: 07/31/2024] [Accepted: 08/19/2024] [Indexed: 09/07/2024]
Abstract
OBJECTIVES This study aimed to investigate the prevalence of sleep problems in older subjects, considering sex and age differences. METHODS Subjects admitted to a geriatrics clinic underwent a medical visit and completed a battery of questionnaires assessing sleep quality, insomnia, sleep apnea risk, excessive daytime sleepiness (EDS), restless legs syndrome (RLS), chronotype, depression and global cognition. RESULTS Fifty-eight subjects (58.6 % women, mean age 77.36±6.07) were included. The most predominant sleep-related complaint was poor sleep quality (36.2 %), followed by sleep apnea risk (34.5 %), insomnia symptoms (25.9 %), EDS (15.5 %) and RLS (12.1 %). Older women reported more insomnia, poorer sleep quality and depressive symptoms than males. Patients aged ≥ 75 years old had more comorbidities and higher sleep apnea risk compared to those under 75 years old. CONCLUSIONS Sleep problems are frequent in older adults, requiring their screening and treatment for possibly improving well-being and reduce the burden of neuropsychiatric and medical comorbidities.
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Affiliation(s)
- Mariana Fernandes
- Department of Systems Medicine, University of Rome "Tor Vergata", 00133 Rome, Italy
| | - Matteo Antonucci
- Department of Systems Medicine, University of Rome "Tor Vergata", 00133 Rome, Italy
| | - Francesca Capecci
- Department of Systems Medicine, University of Rome "Tor Vergata", 00133 Rome, Italy
| | - Nicola Biagio Mercuri
- Department of Systems Medicine, University of Rome "Tor Vergata", 00133 Rome, Italy; Sleep Medicine Centre, Neurology Unit, University Hospital of Rome "Tor Vergata", 00133 Rome, Italy
| | - David Della-Morte
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, Rome, Italy; Department of Neurology, Miller School of Medicine, University of Miami, Miami, FL, United States
| | - Claudio Liguori
- Department of Systems Medicine, University of Rome "Tor Vergata", 00133 Rome, Italy; Sleep Medicine Centre, Neurology Unit, University Hospital of Rome "Tor Vergata", 00133 Rome, Italy.
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Balagny P, Vidal-Petiot E, Kab S, Frija J, Steg PG, Goldberg M, Zins M, d'Ortho MP, Wiernik E. Association of Snoring and Daytime Sleepiness With Subsequent Incident Hypertension: A Population-Based Cohort Study. Hypertension 2024; 81:2286-2297. [PMID: 39229706 DOI: 10.1161/hypertensionaha.124.23007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Accepted: 08/12/2024] [Indexed: 09/05/2024]
Abstract
BACKGROUND There is a strong association between obstructive sleep apnea and hypertension, but the effects of obstructive sleep apnea symptoms on the risk of incident hypertension are not well documented. The aim of this prospective study was to examine whether snoring and sleepiness are associated with incident hypertension. METHODS Data from the French population-based CONSTANCES cohort were analyzed. Normotensive participants, aged 18 to 69 years, were included between 2012 and 2016 and screened for snoring, morning fatigue, and daytime sleepiness in 2017 using items of the Berlin Questionnaire. We used Cox models, adjusted for multiple potential confounders, including body mass index, baseline blood pressure, sleep duration, and depressive symptoms, to compute hazards ratios of incidentally treated hypertension. RESULTS Among 34 727 subjects, the prevalence of self-reported habitual snoring, morning fatigue, and excessive daytime sleepiness (≥3× a week for each) was 23.6%, 16.6%, and 19.1%, respectively. During a median follow-up of 3.1 years (interquartile range, 3.0-3.5), the incidence of treated hypertension was 3.8%. The risk of de novo treated hypertension was higher in participants who reported habitual snoring (adjusted hazard ratio, 1.17 [95% CI, 1.03-1.32]) and excessive daytime sleepiness (adjusted hazard ratio, 1.42 [95% CI, 1.24-1.62]), and increased with the weekly frequency of symptoms, with a dose-dependent relationship (Ptrend≤0.02 for all symptoms). CONCLUSIONS Self-reported snoring and excessive daytime sleepiness are associated with an increased risk of developing hypertension. Identification of snoring and daytime sleepiness may be a useful public health screening tool in primary care for hypertension prevention.
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Affiliation(s)
- Pauline Balagny
- Université Paris Cité, Paris Saclay University, Université de Versailles Saint-Quentin-en-Yvelines, Institut National de la Santé et de la Recherche Médicale (INSERM), Unité Mixte de Service 011 Population-based Cohorts Unit, France (P.B., S.K., M.G., M.Z., E.W.)
- Assistance Publique des Hopitaux de Paris Hôpital Bichat, Service de Physiologie Explorations Fonctionnelles, Paris, France (P.B., E.V.-P., J.F., M.-P.O.)
| | - Emmanuelle Vidal-Petiot
- Assistance Publique des Hopitaux de Paris Hôpital Bichat, Service de Physiologie Explorations Fonctionnelles, Paris, France (P.B., E.V.-P., J.F., M.-P.O.)
- Université Paris Cité and Université Sorbonne Paris Nord, INSERM U1148, Laboratory for Vascular Translational Science, France (E.V.-P., P.G.S.)
| | - Sofiane Kab
- Université Paris Cité, Paris Saclay University, Université de Versailles Saint-Quentin-en-Yvelines, Institut National de la Santé et de la Recherche Médicale (INSERM), Unité Mixte de Service 011 Population-based Cohorts Unit, France (P.B., S.K., M.G., M.Z., E.W.)
| | - Justine Frija
- Assistance Publique des Hopitaux de Paris Hôpital Bichat, Service de Physiologie Explorations Fonctionnelles, Paris, France (P.B., E.V.-P., J.F., M.-P.O.)
- Université Paris Cité, INSERM Neurodiderot, France (J.F., M.-P.O.)
| | - Philippe Gabriel Steg
- Université Paris Cité and Université Sorbonne Paris Nord, INSERM U1148, Laboratory for Vascular Translational Science, France (E.V.-P., P.G.S.)
- AP-HP, Hôpital Bichat, Département de Cardiologie, Paris, France (P.G.S.)
| | - Marcel Goldberg
- Université Paris Cité, Paris Saclay University, Université de Versailles Saint-Quentin-en-Yvelines, Institut National de la Santé et de la Recherche Médicale (INSERM), Unité Mixte de Service 011 Population-based Cohorts Unit, France (P.B., S.K., M.G., M.Z., E.W.)
| | - Marie Zins
- Université Paris Cité, Paris Saclay University, Université de Versailles Saint-Quentin-en-Yvelines, Institut National de la Santé et de la Recherche Médicale (INSERM), Unité Mixte de Service 011 Population-based Cohorts Unit, France (P.B., S.K., M.G., M.Z., E.W.)
| | - Marie-Pia d'Ortho
- Assistance Publique des Hopitaux de Paris Hôpital Bichat, Service de Physiologie Explorations Fonctionnelles, Paris, France (P.B., E.V.-P., J.F., M.-P.O.)
- Université Paris Cité, INSERM Neurodiderot, France (J.F., M.-P.O.)
| | - Emmanuel Wiernik
- Université Paris Cité, Paris Saclay University, Université de Versailles Saint-Quentin-en-Yvelines, Institut National de la Santé et de la Recherche Médicale (INSERM), Unité Mixte de Service 011 Population-based Cohorts Unit, France (P.B., S.K., M.G., M.Z., E.W.)
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Moura-Maia MDS, Brill B, Paula-Vieira RHR, Ramos-Gomes NV, Melamed D, Silva-Reis A, Wolpp ETR, Moreira-Silva NN, Bella YF, Vieira RP. Low Caloric Intake Confers Cardiovascular Protection and Improves Functional Capacity Without Affecting Immunological Response in Sedentary Older Adults. Nutrients 2024; 16:3677. [PMID: 39519510 PMCID: PMC11547299 DOI: 10.3390/nu16213677] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2024] [Revised: 10/16/2024] [Accepted: 10/22/2024] [Indexed: 11/16/2024] Open
Abstract
BACKGROUND Aging is characterized by a decline in the cardiovascular hemodynamic response, which may be aggravated by undernutrition. However, no study has evaluated whether low caloric intake may affect cardiovascular hemodynamics and its possible relation with functional capacity and immune response in older adults. METHODS Sixty-one older adults of both genders were enrolled in this study and were classified as normocaloric (n = 18) and hypocaloric (n = 43). All volunteers were evaluated for cardiovascular hemodynamics using impedance cardiography (PhysioFlow®); functional capacity by the 1' sit-to-stand test with SpO2 monitoring; whole-blood analysis using an automated hematocytometer (Sysmex®); and levels of IL-6, TNF-alpha, IL-10, and Klotho by ELISA. RESULTS The hypocaloric group presented impaired functional capacity, measured by a reduced number of sit-to-stand repetitions (p < 0.0251) and impaired delta of SpO2 (p < 0.0307). In contrast, the hypocaloric group presented an improved stroke volume (p < 0.0352), systemic vascular resistance (p < 0.0075), and systemic vascular resistance index (p < 0.0184). In addition, no changes were observed in the whole-blood analysis (p > 0.05) or for IL-6 (p > 0.05), TNF-alpha (p < 0.05), IL-10 (p < 0.05), and Klotho (p > 0.05). CONCLUSIONS A long-term hypocaloric diet in eutrophic older adults' resulted in an enhanced cardiovascular hemodynamic response but was associated with reduced functional capacity without changes in the immune response.
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Affiliation(s)
- Meiry de Souza Moura-Maia
- Laboratory of Pulmonary and Exercise Immunology, Universidade Evangélica de Goiás (UniEvangélica), Avenida Universitária Km 3,5, Anápolis 75083-515, GO, Brazil; (M.d.S.M.-M.); (R.H.R.P.-V.); (N.V.R.-G.); (A.S.-R.); (E.T.R.W.); (N.N.M.-S.)
| | - Boris Brill
- Leniado Medical Center, Divrei Khayim St. 16, Nethanya 4244916, Israel;
| | - Rosa Helena Ramos Paula-Vieira
- Laboratory of Pulmonary and Exercise Immunology, Universidade Evangélica de Goiás (UniEvangélica), Avenida Universitária Km 3,5, Anápolis 75083-515, GO, Brazil; (M.d.S.M.-M.); (R.H.R.P.-V.); (N.V.R.-G.); (A.S.-R.); (E.T.R.W.); (N.N.M.-S.)
| | - Nycole Vieira Ramos-Gomes
- Laboratory of Pulmonary and Exercise Immunology, Universidade Evangélica de Goiás (UniEvangélica), Avenida Universitária Km 3,5, Anápolis 75083-515, GO, Brazil; (M.d.S.M.-M.); (R.H.R.P.-V.); (N.V.R.-G.); (A.S.-R.); (E.T.R.W.); (N.N.M.-S.)
| | - Dobroslav Melamed
- Libi Pharm, Department of Research and Development, Ben Gurion 70, Rechovot 7639461, Israel;
| | - Anamei Silva-Reis
- Laboratory of Pulmonary and Exercise Immunology, Universidade Evangélica de Goiás (UniEvangélica), Avenida Universitária Km 3,5, Anápolis 75083-515, GO, Brazil; (M.d.S.M.-M.); (R.H.R.P.-V.); (N.V.R.-G.); (A.S.-R.); (E.T.R.W.); (N.N.M.-S.)
| | - Eduarda Teodora Rachid Wolpp
- Laboratory of Pulmonary and Exercise Immunology, Universidade Evangélica de Goiás (UniEvangélica), Avenida Universitária Km 3,5, Anápolis 75083-515, GO, Brazil; (M.d.S.M.-M.); (R.H.R.P.-V.); (N.V.R.-G.); (A.S.-R.); (E.T.R.W.); (N.N.M.-S.)
| | - Naiara Nadia Moreira-Silva
- Laboratory of Pulmonary and Exercise Immunology, Universidade Evangélica de Goiás (UniEvangélica), Avenida Universitária Km 3,5, Anápolis 75083-515, GO, Brazil; (M.d.S.M.-M.); (R.H.R.P.-V.); (N.V.R.-G.); (A.S.-R.); (E.T.R.W.); (N.N.M.-S.)
| | - Yanesko Fernandes Bella
- Heroes Science Institute, Rua Ezequiel Freire, 51, Room 107, São Paulo 02034-000, SP, Brazil;
- Post-Graduate Program in Human Movement and Rehabilitation, Federal University of Sao Paulo, Rua Talim 330, São José dos Campos 12231-280, SP, Brazil
| | - Rodolfo P. Vieira
- Laboratory of Pulmonary and Exercise Immunology, Universidade Evangélica de Goiás (UniEvangélica), Avenida Universitária Km 3,5, Anápolis 75083-515, GO, Brazil; (M.d.S.M.-M.); (R.H.R.P.-V.); (N.V.R.-G.); (A.S.-R.); (E.T.R.W.); (N.N.M.-S.)
- Post-Graduate Program in Human Movement and Rehabilitation, Federal University of Sao Paulo, Rua Talim 330, São José dos Campos 12231-280, SP, Brazil
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10
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Dharmakulaseelan L, Boulos MI. Sleep Apnea and Stroke: A Narrative Review. Chest 2024; 166:857-866. [PMID: 38815623 PMCID: PMC11492226 DOI: 10.1016/j.chest.2024.04.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Revised: 04/16/2024] [Accepted: 04/19/2024] [Indexed: 06/01/2024] Open
Abstract
TOPIC IMPORTANCE Stroke is the second-leading cause of death worldwide. OSA is an independent risk factor for stroke and is associated with multiple vascular risk factors. Poststroke OSA is prevalent and closely linked with various stroke subtypes, including cardioembolic stroke and cerebral small vessel disease. Observational studies have shown that untreated poststroke OSA is associated with an increased risk of recurrent stroke, mortality, poorer functional recovery, and longer hospitalizations. REVIEW FINDINGS Poststroke OSA tends to be underdiagnosed and undertreated, possibly because patients with stroke and OSA present atypically compared with the general population with OSA. Objective testing, such as the use of ambulatory sleep testing or in-laboratory polysomnography, is recommended for diagnosing OSA. The gold standard for treating OSA is CPAP therapy. Randomized controlled trials have shown that treatment of poststroke OSA using CPAP improves nonvascular outcomes such as cognition and neurologic recovery. However, findings from randomized controlled trials that have evaluated the effect of CPAP on recurrent stroke risk and mortality have been largely negative. SUMMARY There is a need for high-quality randomized controlled trials in poststroke OSA that may provide evidence to support the utility of CPAP (and/or other treatment modalities) in reducing recurrent vascular events and mortality. This goal may be achieved by examining treatment strategies that have yet to be trialed in poststroke OSA, tailoring interventions according to poststroke OSA endotypes and phenotypes, selecting high-risk populations, and using metrics that reflect the physiologic abnormalities that underlie the harmful effects of OSA on cardiovascular outcomes.
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Affiliation(s)
- Laavanya Dharmakulaseelan
- Department of Medicine, Division of Neurology, Sunnybrook Health Sciences Centre, and University of Toronto, Toronto, ON, Canada; Hurvitz Brain Sciences Research Program, Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Mark I Boulos
- Department of Medicine, Division of Neurology, Sunnybrook Health Sciences Centre, and University of Toronto, Toronto, ON, Canada; Hurvitz Brain Sciences Research Program, Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, ON, Canada; Sleep Laboratory, Sunnybrook Health Sciences Centre, Toronto, ON, Canada.
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11
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Abstract
AbstractThere are more than 90 recognized sleep disorders, many of which impair sleep and daytime function and adversely impact heath, well-being, and chronic disease risk. Unfortunately, many sleep disorders are undiagnosed or not managed effectively. This review describes how to identify, evaluate, and treat common sleep disorders.
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Affiliation(s)
- Rebecca Robbins
- Division of Sleep Medicine, Harvard Medical School and Division of Sleep and Circadian Disorders, Departments of Medicine and Neurology, Brigham and Women's Hospital, Boston
| | - Stuart F Quan
- Division of Sleep Medicine, Harvard Medical School and Division of Sleep and Circadian Disorders, Departments of Medicine and Neurology, Brigham and Women's Hospital, Boston
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12
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Mann DL, Staykov E, Georgeson T, Azarbarzin A, Kainulainen S, Redline S, Sands SA, Terrill PI. Flow Limitation Is Associated with Excessive Daytime Sleepiness in Individuals without Moderate or Severe Obstructive Sleep Apnea. Ann Am Thorac Soc 2024; 21:1186-1193. [PMID: 38530665 PMCID: PMC11298983 DOI: 10.1513/annalsats.202308-710oc] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Accepted: 03/20/2024] [Indexed: 03/28/2024] Open
Abstract
Rationale: Moderate-severe obstructive sleep apnea (OSA) (apnea-hypopnea index [AHI], >15 events/h) disturbs sleep through frequent bouts of apnea and is associated with daytime sleepiness. However, many individuals without moderate-severe OSA (i.e., AHI <15 events/h) also report sleepiness. Objectives: To test the hypothesis that sleepiness in the AHI <15 events/h group is a consequence of substantial flow limitation in the absence of overt reductions in airflow (i.e., apnea/hypopnea). Methods: A total of 1,886 participants from the MESA sleep cohort were analyzed for frequency of flow limitation from polysomnogram-recorded nasal airflow signal. Excessive daytime sleepiness (EDS) was defined by an Epworth Sleepiness Scale score ⩾11. Covariate-adjusted logistic regression assessed the association between EDS (binary dependent variable) and frequency of flow limitation (continuous) in individuals with an AHI <15 events/h. Results: A total of 772 individuals with an AHI <15 events/h were included in the primary analysis. Flow limitation was associated with EDS (odds ratio, 2.04; 95% confidence interval, 1.17-3.54; per 2-standard deviation increase in flow limitation frequency) after adjusting for age, sex, body mass index, race/ethnicity, and sleep duration. This effect size did not appreciably change after also adjusting for AHI. Conclusions: In individuals with an AHI <15 events/h, increasing flow limitation frequency by 2 standard deviations is associated with a twofold increase in the risk of EDS. Future studies should investigate addressing flow limitation in low-AHI individuals as a potential mechanism for ameliorating sleepiness.
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Affiliation(s)
- Dwayne L. Mann
- School of Electrical Engineering and Computer Science
- Institute for Social Science Research, and
| | - Eric Staykov
- School of Electrical Engineering and Computer Science
| | - Thomas Georgeson
- Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia
| | - Ali Azarbarzin
- Division of Sleep and Circadian Disorders, Department of Medicine, Brigham & Women’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Samu Kainulainen
- Department of Applied Physics, University of Eastern Finland, Kuopio, Finland; and
- Diagnostic Imaging Center, Kuopio University Hospital, Kuopio, Finland
| | - Susan Redline
- Division of Sleep and Circadian Disorders, Department of Medicine, Brigham & Women’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Scott A. Sands
- Division of Sleep and Circadian Disorders, Department of Medicine, Brigham & Women’s Hospital, Harvard Medical School, Boston, Massachusetts
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13
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Canever JB, Zurman G, Vogel F, Sutil DV, Diz JBM, Danielewicz AL, Moreira BDS, Cimarosti HI, de Avelar NCP. Worldwide prevalence of sleep problems in community-dwelling older adults: A systematic review and meta-analysis. Sleep Med 2024; 119:118-134. [PMID: 38669835 DOI: 10.1016/j.sleep.2024.03.040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Revised: 03/09/2024] [Accepted: 03/23/2024] [Indexed: 04/28/2024]
Abstract
The understanding of the prevalence of sleep problems in older adults can provide a broad and reliable perspective into the occurrence of such issues among older adults. This systematic review and meta-analysis aimed to estimate the worldwide prevalence of sleep problems in community-dwelling older adults. Studies that provide information on the prevalence of sleep problems in community-dwelling older adults (≥60 years) were screened between December 2022 and March 2023. A total of 20,379 studies were identified in database searches, from which 252 were included in this review. These studies covered the last 35 years (from 1988 to 2023) and pooled a sample of 995,544 participants from 36 countries. The most frequent sleep problem worldwide was obstructive sleep apnea (46.0%), followed by poor sleep quality (40.0%), other sleep problems (37.0%), insomnia (29.0%), and excessive daytime sleepiness (19.0%). No significant difference in the prevalence estimates of all sleep problems was observed between the sexes. This systematic review and meta-analysis showed a high prevalence of some sleep problems, mainly obstructive sleep apnea, poor sleep quality, and other sleep problems. Our estimates can be useful for managers and policymakers in planning healthcare strategies for sleep problems aimed at the older population.
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Affiliation(s)
- Jaquelini Betta Canever
- Laboratory of Aging, Resources and Rheumatology, Department of Health Sciences, Federal University of Santa Catarina, Campus Araranguá, Rod. Governador Jorge Lacerda, Araranguá, Santa Catarina, Urussanguinha, 320188906-072, Brazil; Postgraduate Program in Neuroscience, Center of Biological Sciences, Federal University of Santa Catarina, Florianópolis, Santa Catarina, Brazil.
| | - Gabriela Zurman
- Postgraduate Program in Neuroscience, Center of Biological Sciences, Federal University of Santa Catarina, Florianópolis, Santa Catarina, Brazil
| | - Felipe Vogel
- Postgraduate Program in Neuroscience, Center of Biological Sciences, Federal University of Santa Catarina, Florianópolis, Santa Catarina, Brazil
| | - Daiana Vieira Sutil
- Postgraduate Program in Neuroscience, Center of Biological Sciences, Federal University of Santa Catarina, Florianópolis, Santa Catarina, Brazil
| | | | - Ana Lúcia Danielewicz
- Postgraduate Program in Neuroscience, Center of Biological Sciences, Federal University of Santa Catarina, Florianópolis, Santa Catarina, Brazil
| | - Bruno de Souza Moreira
- Center for Studies in Public Health and Aging, Federal University of Minas Gerais and Oswaldo Cruz Foundation - Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Helena Iturvides Cimarosti
- Laboratory of Aging, Resources and Rheumatology, Department of Health Sciences, Federal University of Santa Catarina, Campus Araranguá, Rod. Governador Jorge Lacerda, Araranguá, Santa Catarina, Urussanguinha, 320188906-072, Brazil
| | - Núbia Carelli Pereira de Avelar
- Postgraduate Program in Neuroscience, Center of Biological Sciences, Federal University of Santa Catarina, Florianópolis, Santa Catarina, Brazil
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14
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Liu Y, Barnet JH, Hagen EW, Peppard PE, Mignot E, Reither EN. Objectively measured daytime sleepiness predicts weight change among adults: Findings from the Wisconsin Sleep Cohort Study. Sleep Health 2024; 10:327-334. [PMID: 38688810 DOI: 10.1016/j.sleh.2024.03.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Revised: 03/12/2024] [Accepted: 03/13/2024] [Indexed: 05/02/2024]
Abstract
OBJECTIVE Body mass index (BMI) trajectories are associated with night-time sleep, but it is not clear how they relate to daytime sleepiness in population data. This study aimed to examine longitudinal associations between levels and changes in daytime sleepiness and BMI trajectories among men and women. METHODS We estimated growth curve models among 827 participants in the Wisconsin Sleep Cohort Study (mean [sd] age = 55.2 [8.0] years at baseline). The outcome variable was BMI (kg/m2) and the key predictor was daytime sleepiness measured by Multiple Sleep Latency Test (MSLT) scores. Covariates included demographics, health behaviors, retirement status, stimulant use, and depressive symptoms. In sensitivity analyses, we evaluated the potential effects of cardiovascular disease, shift work status, and sleep apnea on the robustness of sleepiness and BMI associations. RESULTS At the between-person level, men who were sleepier had higher BMI levels. At the within-person level, age moderated the positive association between sleepiness and BMI among women. Specifically, young women who became sleepier over time gained more BMI than older women with comparable increases in sleepiness. Furthermore, while BMI tended to increase with age among women, BMI trajectories were steeper among sleepy women than among well-rested women, who experienced less increase in BMI over time. CONCLUSION The study suggested that levels and changes in daytime sleepiness as objectively measured by MSLT scores are associated with body mass among adults.
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Affiliation(s)
- Yin Liu
- Department of Human Development and Family Studies, Utah State University, Logan, Utah, USA
| | - Jodi H Barnet
- Department of Population Health Sciences, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Erika W Hagen
- Department of Population Health Sciences, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Paul E Peppard
- Department of Population Health Sciences, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Emmanuel Mignot
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, California, USA
| | - Eric N Reither
- Department of Sociology and Anthropology, Utah State University, Logan, Utah, USA.
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15
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Kemp E, Sutherland K, Bin YS, Chan ASL, Dissanayake H, Yee BJ, Kairaitis K, Wheatley JR, de Chazal P, Piper AJ, Cistulli PA, On behalf of the Sydney Sleep Biobank Investigators. Characterisation of Symptom and Polysomnographic Profiles Associated with Cardiovascular Risk in a Sleep Clinic Population with Obstructive Sleep Apnoea. Nat Sci Sleep 2024; 16:461-471. [PMID: 38737461 PMCID: PMC11086425 DOI: 10.2147/nss.s453259] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/31/2023] [Accepted: 04/27/2024] [Indexed: 05/14/2024] Open
Abstract
Aim Recent data have identified specific symptom and polysomnographic profiles associated with cardiovascular disease (CVD) in patients with obstructive sleep apnoea (OSA). Our aim was to determine whether these profiles were present at diagnosis of OSA in patients with established CVD and in those with high cardiovascular risk. Participants in the Sydney Sleep Biobank (SSB) database, aged 30-74 years, self-reported presence of CVD (coronary artery disease, cerebrovascular disease, or heart failure). In those without established CVD, the Framingham Risk Score (FRS) estimated 10-year absolute CVD risk, categorised as "low" (<6%), "intermediate" (6-20%), or "high" (>20%). Groups were compared on symptom and polysomnographic variables. Results 629 patients (68% male; mean age 54.3 years, SD 11.6; mean BMI 32.3 kg/m2, SD 8.2) were included. CVD was reported in 12.2%. A further 14.3% had a low risk FRS, 38.8% had an intermediate risk FRS, and 34.7% had a high risk FRS. Groups differed with respect to age, sex and BMI. OSA severity increased with established CVD and increasing FRS. The symptom of waking too early was more prevalent in the higher FRS groups (p=0.004). CVD and FRS groups differed on multiple polysomnographic variables; however, none of these differences remained significant after adjusting for age, sex, and BMI. Conclusion Higher CVD risk was associated with waking too early in patients with OSA. Polysomnographic variations between groups were explained by demographic differences. Further work is required to explore the influence of OSA phenotypic characteristics on susceptibility to CVD.
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Affiliation(s)
- Emily Kemp
- Department of Respiratory Medicine, Royal North Shore Hospital, St Leonards, NSW, Australia
| | - Kate Sutherland
- Department of Respiratory Medicine, Royal North Shore Hospital, St Leonards, NSW, Australia
- Charles Perkins Centre, University of Sydney, Camperdown, NSW, Australia
- Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, Australia
| | - Yu Sun Bin
- Charles Perkins Centre, University of Sydney, Camperdown, NSW, Australia
- Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, Australia
| | - Andrew S L Chan
- Department of Respiratory Medicine, Royal North Shore Hospital, St Leonards, NSW, Australia
- Charles Perkins Centre, University of Sydney, Camperdown, NSW, Australia
- Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, Australia
| | - Hasthi Dissanayake
- Charles Perkins Centre, University of Sydney, Camperdown, NSW, Australia
- Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, Australia
| | - Brendon J Yee
- Charles Perkins Centre, University of Sydney, Camperdown, NSW, Australia
- Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, Australia
- Department of Respiratory and Sleep Medicine, Royal Prince Alfred Hospital, Camperdown, NSW, Australia
- Centre for Integrated Research and Understanding of Sleep (CIRUS), Woolcock Institute of Medical Research, Glebe, NSW, Australia
| | - Kristina Kairaitis
- Charles Perkins Centre, University of Sydney, Camperdown, NSW, Australia
- Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, Australia
- Ludwig Engel Centre for Respiratory Research, Westmead Institute for Medical Research, Westmead, NSW, Australia
- Department of Respiratory and Sleep Medicine, Westmead Hospital, Westmead, NSW, Australia
| | - John Robert Wheatley
- Charles Perkins Centre, University of Sydney, Camperdown, NSW, Australia
- Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, Australia
- Ludwig Engel Centre for Respiratory Research, Westmead Institute for Medical Research, Westmead, NSW, Australia
- Department of Respiratory and Sleep Medicine, Westmead Hospital, Westmead, NSW, Australia
| | - Philip de Chazal
- Charles Perkins Centre, University of Sydney, Camperdown, NSW, Australia
- School of Biomedical Engineering, The University of Sydney, Darlington, NSW, Australia
| | - Amanda J Piper
- Charles Perkins Centre, University of Sydney, Camperdown, NSW, Australia
- Department of Respiratory and Sleep Medicine, Royal Prince Alfred Hospital, Camperdown, NSW, Australia
| | - Peter A Cistulli
- Department of Respiratory Medicine, Royal North Shore Hospital, St Leonards, NSW, Australia
- Charles Perkins Centre, University of Sydney, Camperdown, NSW, Australia
- Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, Australia
| | - On behalf of the Sydney Sleep Biobank Investigators
- Department of Respiratory Medicine, Royal North Shore Hospital, St Leonards, NSW, Australia
- Charles Perkins Centre, University of Sydney, Camperdown, NSW, Australia
- Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, Australia
- Department of Respiratory and Sleep Medicine, Royal Prince Alfred Hospital, Camperdown, NSW, Australia
- Centre for Integrated Research and Understanding of Sleep (CIRUS), Woolcock Institute of Medical Research, Glebe, NSW, Australia
- Ludwig Engel Centre for Respiratory Research, Westmead Institute for Medical Research, Westmead, NSW, Australia
- Department of Respiratory and Sleep Medicine, Westmead Hospital, Westmead, NSW, Australia
- School of Biomedical Engineering, The University of Sydney, Darlington, NSW, Australia
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16
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Li M, Han S, Liang F, Hu C, Zhang B, Hou Q, Zhao S. Machine Learning for Predicting Risk and Prognosis of Acute Kidney Disease in Critically Ill Elderly Patients During Hospitalization: Internet-Based and Interpretable Model Study. J Med Internet Res 2024; 26:e51354. [PMID: 38691403 PMCID: PMC11097053 DOI: 10.2196/51354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 01/23/2024] [Accepted: 04/17/2024] [Indexed: 05/03/2024] Open
Abstract
BACKGROUND Acute kidney disease (AKD) affects more than half of critically ill elderly patients with acute kidney injury (AKI), which leads to worse short-term outcomes. OBJECTIVE We aimed to establish 2 machine learning models to predict the risk and prognosis of AKD in the elderly and to deploy the models as online apps. METHODS Data on elderly patients with AKI (n=3542) and AKD (n=2661) from the Medical Information Mart for Intensive Care IV (MIMIC-IV) database were used to develop 2 models for predicting the AKD risk and in-hospital mortality, respectively. Data collected from Xiangya Hospital of Central South University were for external validation. A bootstrap method was used for internal validation to obtain relatively stable results. We extracted the indicators within 24 hours of the first diagnosis of AKI and the fluctuation range of some indicators, namely delta (day 3 after AKI minus day 1), as features. Six machine learning algorithms were used for modeling; the area under the receiver operating characteristic curve (AUROC), decision curve analysis, and calibration curve for evaluating; Shapley additive explanation (SHAP) analysis for visually interpreting; and the Heroku platform for deploying the best-performing models as web-based apps. RESULTS For the model of predicting the risk of AKD in elderly patients with AKI during hospitalization, the Light Gradient Boosting Machine (LightGBM) showed the best overall performance in the training (AUROC=0.844, 95% CI 0.831-0.857), internal validation (AUROC=0.853, 95% CI 0.841-0.865), and external (AUROC=0.755, 95% CI 0.699-0.811) cohorts. In addition, LightGBM performed well for the AKD prognostic prediction in the training (AUROC=0.861, 95% CI 0.843-0.878), internal validation (AUROC=0.868, 95% CI 0.851-0.885), and external (AUROC=0.746, 95% CI 0.673-0.820) cohorts. The models deployed as online prediction apps allowed users to predict and provide feedback to submit new data for model iteration. In the importance ranking and correlation visualization of the model's top 10 influencing factors conducted based on the SHAP value, partial dependence plots revealed the optimal cutoff of some interventionable indicators. The top 5 factors predicting the risk of AKD were creatinine on day 3, sepsis, delta blood urea nitrogen (BUN), diastolic blood pressure (DBP), and heart rate, while the top 5 factors determining in-hospital mortality were age, BUN on day 1, vasopressor use, BUN on day 3, and partial pressure of carbon dioxide (PaCO2). CONCLUSIONS We developed and validated 2 online apps for predicting the risk of AKD and its prognostic mortality in elderly patients, respectively. The top 10 factors that influenced the AKD risk and mortality during hospitalization were identified and explained visually, which might provide useful applications for intelligent management and suggestions for future prospective research.
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Affiliation(s)
- Mingxia Li
- Department of Critical Care Medicine, Xiangya Hospital of Central South University, Changsha, China
- Department of Critical Care Medicine, ZhuJiang Hospital of Southern Medical University, Guangzhou, China
| | - Shuzhe Han
- Department of Obstetrics and Gynecology, 967th Hospital of the Joint Logistics Support Force of the Chinese People's Liberation Army, Dalian, China
| | - Fang Liang
- Department of Hematology and Critical Care Medicine, The Third Xiangya Hospital, Central South University, Changsha, China
| | - Chenghuan Hu
- Department of Critical Care Medicine, Xiangya Hospital of Central South University, Changsha, China
| | - Buyao Zhang
- Department of Critical Care Medicine, Xiangya Hospital of Central South University, Changsha, China
| | - Qinlan Hou
- Department of Critical Care Medicine, Xiangya Hospital of Central South University, Changsha, China
| | - Shuangping Zhao
- Department of Critical Care Medicine, Xiangya Hospital of Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders, Changsha, China
- Hunan Provincial Clinical Research Center of Intensive Care Medicine, Changsha, China
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17
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Sun H, Du Z, Yu H, Hu C, Du Y, Qin Y. Excessive daytime sleepiness is associated with increased residual cardiovascular risks among coronary artery disease patients with obstructive sleep apnea. Sleep Med 2024; 115:131-136. [PMID: 38359592 DOI: 10.1016/j.sleep.2024.02.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Revised: 02/01/2024] [Accepted: 02/01/2024] [Indexed: 02/17/2024]
Abstract
OBJECTIVE Excessive daytime sleepiness (EDS) frequently accompanies obstructive sleep apnea (OSA) and may increase cardiovascular risks. The majority of coronary artery disease (CAD) patients receive understandard treatments, it is not clear whether EDS is associated with increased residual cardiovascular risks in CAD patients with OSA. METHOD This study is a prospective cohort study that included 1215 consecutive CAD patients underwent overnight sleep study with a 3.7 year follow-up. Sleepiness was is determined by the Epworth Sleepiness Scale questionnaire. The primary endpoint was major adverse cardiovascular and cerebrovascular events (MACCE), including cardiovascular death, myocardial infarction, stroke, and heart failure. Kaplan-Meier model and Cox proportional hazards models were used to explore the relationship between residual cardiovascular risks and EDS. RESULT 1027 cases were eventually enrolled, and a total of 129 patients experienced cardiovascular and cerebrovascular events. Participants with EDS had a higher risk of MACCE compared to those without EDS (17.02% vs. 9.58%, P = 0.005). The presence of EDS is associated with higher incidence of MACCE compared to non-EDS patients (HR 2.833; 95%CI:1.394-5.762; P < 0.001). EDS was significantly associated with increased incidence of MACCE in OSA patients (HR 1.765; 95%CI:1.276-2.543; P = 0.193), while there was no significant association between EDS and cardiovascular risks in non-OSA patients (HR 1.233; 95%CI: 0.893-2.755; P = 0.127). CONCLUSIONS The existence of EDS may lead to increased cardiovascular risks, EDS is associated with increased cardiovascular risks in CAD patients, especially in patients with OSA.
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Affiliation(s)
- Haili Sun
- Key Laboratory of Upper Airway Dysfunction-related Cardiovascular Diseases, Beijing Anzhen Hospital Affiliated Capital Medical University, Beijing Institute of Heart, Lung, and Blood Vessel Diseases, Beijing 100029, China
| | - Zhiyong Du
- Key Laboratory of Upper Airway Dysfunction-related Cardiovascular Diseases, Beijing Anzhen Hospital Affiliated Capital Medical University, Beijing Institute of Heart, Lung, and Blood Vessel Diseases, Beijing 100029, China
| | - Huahui Yu
- Key Laboratory of Upper Airway Dysfunction-related Cardiovascular Diseases, Beijing Anzhen Hospital Affiliated Capital Medical University, Beijing Institute of Heart, Lung, and Blood Vessel Diseases, Beijing 100029, China
| | - Chaowei Hu
- Key Laboratory of Upper Airway Dysfunction-related Cardiovascular Diseases, Beijing Anzhen Hospital Affiliated Capital Medical University, Beijing Institute of Heart, Lung, and Blood Vessel Diseases, Beijing 100029, China
| | - Yunhui Du
- Key Laboratory of Upper Airway Dysfunction-related Cardiovascular Diseases, Beijing Anzhen Hospital Affiliated Capital Medical University, Beijing Institute of Heart, Lung, and Blood Vessel Diseases, Beijing 100029, China
| | - Yanwen Qin
- Key Laboratory of Upper Airway Dysfunction-related Cardiovascular Diseases, Beijing Anzhen Hospital Affiliated Capital Medical University, Beijing Institute of Heart, Lung, and Blood Vessel Diseases, Beijing 100029, China.
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18
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Yu MWL, Au CT, Yuen HM, Chan NY, Chan JW, Wing YK, Li AM, Chan KCC. Effects of childhood obstructive sleep apnea with and without daytime sleepiness on behaviors and emotions. Sleep Med 2024; 115:93-99. [PMID: 38350308 DOI: 10.1016/j.sleep.2024.01.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Revised: 01/26/2024] [Accepted: 01/26/2024] [Indexed: 02/15/2024]
Abstract
OBJECTIVE To investigate the relationship between obstructive sleep apnea (OSA) with and without excessive daytime sleepiness (EDS) and behavioral and emotional outcomes in non-obese prepubertal children. METHODS This was a retrospective analysis of children aged 5-11 years who presented to our unit for assessment of their sleep-related complaints. All children underwent polysomnography (PSG). They also completed the Pediatric Daytime Sleepiness Scale (PDSS) and a sleep diary. OSA was diagnosed if the obstructive apnea-hypopnea index (OAHI) was ≥1 event/hour. EDS was defined as PDSS >15. Behavioral and emotional outcomes were assessed using the Child Behavioral Checklist (CBCL). RESULTS Data from 391 children (mean age of 8.6 ± 1.7 years; 67 % male) were analyzed. Seventy children did not have OSA or EDS, 137 had OSA, 50 had reported having EDS but without OSA, and 134 children had both OSA and EDS. There were significantly higher CBCL total problems score in the combined group (61 ± 9) compared to the non-OSA/EDS group (54 ± 10), and the OSA-only group (54 ± 10) (p < 0.001). The presence of EDS was significantly associated with higher CBCL T score and higher odds for clinically significant behavioral problems (T score ≥65) after adjusting for age, sex, BMI z-score and average sleep duration (p < 0.001). CONCLUSION Excessive daytime sleepiness is an important contributory factor associated with suboptimal behavioral and emotional outcomes in children with OSA.
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Affiliation(s)
- Michelle Wai-Ling Yu
- Department of Paediatrics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Chun-Ting Au
- Department of Paediatrics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong SAR, China; Translational Medicine, Research Institute, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Hoi-Man Yuen
- Department of Paediatrics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Ngan-Yin Chan
- Li Chiu Kong Family Sleep Assessment Unit, Department of Psychiatry, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China; Department of Psychiatry, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Joey Wy Chan
- Li Chiu Kong Family Sleep Assessment Unit, Department of Psychiatry, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China; Department of Psychiatry, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Yun-Kwok Wing
- Li Chiu Kong Family Sleep Assessment Unit, Department of Psychiatry, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China; Department of Psychiatry, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Albert Martin Li
- Department of Paediatrics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong SAR, China; Laboratory for Paediatric Respiratory Research, Li Ka Shing Institute of Health Sciences, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China; Hong Kong Hub of Paediatric Excellence, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Kate Ching-Ching Chan
- Department of Paediatrics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong SAR, China; Laboratory for Paediatric Respiratory Research, Li Ka Shing Institute of Health Sciences, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China; Hong Kong Hub of Paediatric Excellence, The Chinese University of Hong Kong, Hong Kong SAR, China.
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Zolfaghari S, Keil A, Pelletier A, Postuma RB. Sleep disorders and mortality: A prospective study in the Canadian longitudinal study on aging. Sleep Med 2024; 114:128-136. [PMID: 38183803 DOI: 10.1016/j.sleep.2023.12.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Revised: 12/11/2023] [Accepted: 12/25/2023] [Indexed: 01/08/2024]
Abstract
BACKGROUND AND OBJECTIVES Sleep disorders are commonly linked to various health conditions, although it remains unclear to what degree they are linked with overall mortality. We compared mortality in different self-reported sleep disorders in a large population-based prospective study. METHODS In this case-control study within the CLSA cohort, participants completed a questionnaire at baseline (2011-2015) measuring overall sleep satisfaction, daily sleep duration, sleep-onset and sleep-maintenance insomnia, daytime somnolence, REM sleep behavior disorder (RBD), restless leg syndrome (RLS), and obstructive sleep apnea (OSA). The vital status of participants was assessed in July 2019. Baseline sleep problems of participants who died (cases) were compared to those who survived (controls). For each case, five age/sex-matched controls were selected. Binary logistic regression was used to estimate the association between sleep symptoms and mortality, adjusting for age, sex, marital status, province, education, alcohol consumption, smoking, caffeine, and body mass index. In a complementary model, anxiety and depression were also added. RESULTS Among 30,097 participants at baseline, 974 deaths were reported in 2019 (60.7 % male, age = 72.3 ± 9.4 years). In the initial analysis, mortality cases reported more baseline sleep-maintenance insomnia (12.1 % vs. 8.0 %, Adjusted OR[95%CI] = 1.62[1.15,2.29]), daytime somnolence (2.4 % vs. 1.1 %, AOR = 2.70[1.34,5.44]), and higher possible RLS (16.4 % vs. 12.4 %, AOR = 1.50[1.09,2.05]). They were also more likely to screen positive for possible OSA (33.8 % vs. 24.2 %, AOR = 1.32[1.07,1.64]); however, this effect was not related to core apnea symptoms. Sleep durations exceeding 10 h/day were also associated with increased mortality (3.4 % vs. 1.9 %, AOR = 1.83[1.04,3.24]). Other sleep symptoms/disorders, such as sleep-onset insomnia (7.3 % vs. 4.3 %, AOR = 1.54 [1.00,2.37]), possible RBD (5.3 % vs. 5.1 %, AOR = 1.02[0.62,1.69]), and overall sleep dissatisfaction (26.5 % vs. 22.6 %, AOR = 1.14[0.93,1.41]) were not different among these groups. After adding anxiety and depression to the adjustment model, all differences attenuated to become statistically non-significant, except for daytime somnolence disorder. When stratified by sex, the association between sleep disorders and mortality was only observed in women, with men showing no association. DISCUSSION We confirm a relationship between numerous sleep disorders and mortality. This effect is most evident in women, and appears to be strongly related to co-existing anxiety and depression.
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Affiliation(s)
- Sheida Zolfaghari
- Integrated Program in Neuroscience, McGill University, Montreal, Canada; Research Institute of the McGill University Health Centre, Montreal, Canada
| | - Allison Keil
- Integrated Program in Neuroscience, McGill University, Montreal, Canada; Research Institute of the McGill University Health Centre, Montreal, Canada
| | - Amélie Pelletier
- Research Institute of the McGill University Health Centre, Montreal, Canada; Centre for Advanced Research in Sleep Medicine, Hôpital du Sacré-Coeur de Montréal, Montreal, Canada
| | - Ronald B Postuma
- Centre for Advanced Research in Sleep Medicine, Hôpital du Sacré-Coeur de Montréal, Montreal, Canada; Department of Neurology and Neurosurgery, McGill University, Montreal, Canada.
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20
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Lee PL, Wu YW, Cheng HM, Wang CY, Chuang LP, Lin CH, Hang LW, Yu CC, Hung CL, Liu CL, Chou KT, Su MC, Cheng KH, Huang CY, Hou CJY, Chiu KL. Recommended assessment and management of sleep disordered breathing in patients with atrial fibrillation, hypertension and heart failure: Taiwan Society of Cardiology/Taiwan Society of sleep Medicine/Taiwan Society of pulmonary and Critical Care Medicine joint consensus statement. J Formos Med Assoc 2024; 123:159-178. [PMID: 37714768 DOI: 10.1016/j.jfma.2023.08.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2023] [Revised: 07/23/2023] [Accepted: 08/23/2023] [Indexed: 09/17/2023] Open
Abstract
Sleep disordered breathing (SDB) is highly prevalent and may be linked to cardiovascular disease in a bidirectional manner. The Taiwan Society of Cardiology, Taiwan Society of Sleep Medicine and Taiwan Society of Pulmonary and Critical Care Medicine established a task force of experts to evaluate the evidence regarding the assessment and management of SDB in patients with atrial fibrillation (AF), hypertension and heart failure with reduced ejection fraction (HFrEF). The GRADE process was used to assess the evidence associated with 15 formulated questions. The task force developed recommendations and determined strength (Strong, Weak) and direction (For, Against) based on the quality of evidence, balance of benefits and harms, patient values and preferences, and resource use. The resulting 11 recommendations are intended to guide clinicians in determining which the specific patient-care strategy should be utilized by clinicians based on the needs of individual patients.
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Affiliation(s)
- Pei-Lin Lee
- Center of Sleep Disorder, National Taiwan University Hospital, Taipei, Taiwan; School of Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Yen-Wen Wu
- Division of Cardiology, Cardiovascular Medical Center, Far Eastern Memorial Hospital, New Taipei City, Taiwan; School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Hao-Min Cheng
- Division of Faculty Development, Taipei Veterans General Hospital, Taipei, Taiwan; PhD Program of Interdisciplinary Medicine (PIM), National Yang Ming Chiao Tung University College of Medicine, Taipei, Taiwan
| | - Cheng-Yi Wang
- Department of Internal Medicine, Cardinal Tien Hospital and School of Medicine, College of Medicine, Fu Jen Catholic University, New Taipei City, Taiwan
| | - Li-Pang Chuang
- Sleep Center, Department of Thoracic Medicine, Chang Gung Memorial Hospital, Linkou, Taiwan; School of Medicine, Chang Gung University, Tauyan, Taiwan
| | - Chou-Han Lin
- Division of Respirology, Department of Internal Medicine, Far Eastern Memorial Hospital, New Taipei City, Taiwan
| | - Liang-Wen Hang
- School of Nursing & Graduate Institute of Nursing, China Medical University, Taichung, Taiwan; Sleep Medicine Center, China Medical University Hospital, Taichung, Taiwan
| | - Chih-Chieh Yu
- School of Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan; Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Chung-Lieh Hung
- Cardiovascular Center, MacKay Memorial Hospital, Taipei, Taiwan; Institute of Biomedical Sciences, Mackay Medical College, Taipei, Taiwan
| | - Ching-Lung Liu
- Division of Chest, Departments of Internal Medicine, MacKay Memorial Hospital, Taipei, Taiwan; MacKay Medical College, New Taipei City, Taiwan
| | - Kun-Ta Chou
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan; Division of Clinical Respiratory Physiology, Department of Chest Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Mao-Chang Su
- Sleep Center, Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan; Department of Respiratory Care, Chang Gung University of Science and Technology, Chiayi, Taiwan
| | - Kai-Hung Cheng
- Kao-Ho Hospital, Kaohsiung, Taiwan; Division of Cardiology, Department of Internal Medicine, E-Da Hospital, Kaohsiung, Taiwan
| | - Chun-Yao Huang
- Division of Cardiology, Department of Internal Medicine, Taipei Medical University Hospital, Taipei, Taiwan; Division of Cardiology, Department of Internal Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Charles Jia-Yin Hou
- Cardiovascular Center, MacKay Memorial Hospital, Taipei, Taiwan; MacKay Medical College, New Taipei City, Taiwan.
| | - Kuo-Liang Chiu
- Division of Chest Medicine, Taichung Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Taichung, Taiwan; School of Post-Baccalaureate Chinese Medicine, Tzu Chi University, Hualien, Taiwan.
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21
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Olszowka M, Hagström E, Hadziosmanovic N, Ljunggren M, Denchev S, Manolis A, Wallentin L, White HD, Stewart RAH, Held C. Excessive daytime sleepiness, morning tiredness, and prognostic biomarkers in patients with chronic coronary syndrome. Int J Cardiol 2024; 394:131395. [PMID: 37748524 DOI: 10.1016/j.ijcard.2023.131395] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 09/20/2023] [Accepted: 09/22/2023] [Indexed: 09/27/2023]
Abstract
BACKGROUND Sleep-related breathing disorders (SRBD) are related to cardiovascular outcomes in patients with chronic coronary syndrome (CCS). Whether SRBD-related symptoms are associated with prognostic biomarkers in patients with CCS is not established. METHODS Associations between frequency (never/rarely, sometimes, often, always) of self-reported SRBD-related symptoms (excessive daytime sleepiness [EDS]; morning tiredness [MT]; loud snoring; multiple awakenings/night; gasping, choking, or apnea when asleep) and levels of biomarkers related to cardiovascular prognosis (high-sensitivity C-reactive protein [hs-CRP], interleukin 6 [IL-6], high-sensitivity cardiac troponin T [hs-cTnT], N-terminal pro B-type natriuretic peptide [NT-proBNP], cystatin C, growth differentiation factor 15 [GDF-15] and lipoprotein-associated phospholipase A2 activity) were assessed at baseline in 15,640 patients with CCS on optimal secondary preventive therapy in the STABILITY trial. Cross-sectional associations were assessed by adjusted linear regression models testing for trends with the never/rarely category serving as reference. RESULTS EDS was associated (geometric mean ratio, 95% confidence interval) with increased levels of IL-6 (often 1.07 [1.03-1.10], always 1.15 [1.10-1.21]), GDF-15 (often 1.03 [1.01-1.06], always 1.07 [1.03-1.11]), NT-proBNP (always 1.22 [1.12-1.33]), and hs-cTnT (always 1.07 [1.01-1.12]). MT was associated with increased levels of IL-6 (often 1.05 [1.01-1.09], always 1.09 [1.04-1.15]), and GDF-15 (always 1.06 [1.03-1.10]). All symptoms were to some degree associated with higher levels of hs-CRP and loud snoring was also associated with decreased levels of NT-proBNP and hs-cTnT. CONCLUSIONS In patients with CCS, stepwise increased frequency of SRBD-related symptoms, such as EDS and MT, were associated with gradually higher levels of IL-6 and GDF-15, each reflecting distinct pathophysiological pathways.
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Affiliation(s)
- Maciej Olszowka
- Uppsala Clinical Research Centre, Uppsala University, Uppsala, Sweden; Department of Medical Sciences, Cardiology, Uppsala University, Uppsala, Sweden.
| | - Emil Hagström
- Uppsala Clinical Research Centre, Uppsala University, Uppsala, Sweden; Department of Medical Sciences, Cardiology, Uppsala University, Uppsala, Sweden
| | | | - Mirjam Ljunggren
- Department of Medical Sciences, Respiratory-, allergy- and sleep research, Uppsala University, Uppsala, Sweden
| | - Stefan Denchev
- Medical Institute of Ministry of Interior, Sofia, Bulgaria
| | | | - Lars Wallentin
- Uppsala Clinical Research Centre, Uppsala University, Uppsala, Sweden; Department of Medical Sciences, Cardiology, Uppsala University, Uppsala, Sweden
| | - Harvey D White
- Green Lane Cardiovascular Service, Te Whatu Ora Health New Zealand, Te Toka Tumai Auckland and University of Auckland, Auckland, New Zealand
| | - Ralph A H Stewart
- Green Lane Cardiovascular Service, Te Whatu Ora Health New Zealand, Te Toka Tumai Auckland and University of Auckland, Auckland, New Zealand
| | - Claes Held
- Uppsala Clinical Research Centre, Uppsala University, Uppsala, Sweden; Department of Medical Sciences, Cardiology, Uppsala University, Uppsala, Sweden
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22
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Patil SP, Billings ME, Bourjeily G, Collop NA, Gottlieb DJ, Johnson KG, Kimoff RJ, Pack AI. Long-term health outcomes for patients with obstructive sleep apnea: placing the Agency for Healthcare Research and Quality report in context-a multisociety commentary. J Clin Sleep Med 2024; 20:135-149. [PMID: 37904571 PMCID: PMC10758567 DOI: 10.5664/jcsm.10832] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Accepted: 09/21/2023] [Indexed: 11/01/2023]
Abstract
This multisociety commentary critically examines the Agency for Healthcare Research and Quality (AHRQ) final report and systematic review on long-term health outcomes in obstructive sleep apnea. The AHRQ report was commissioned by the Centers for Medicare & Medicaid Services and particularly focused on the long-term patient-centered outcomes of continuous positive airway pressure, the variability of sleep-disordered breathing metrics, and the validity of these metrics as surrogate outcomes. This commentary raises concerns regarding the AHRQ report conclusions and their potential implications for policy decisions. A major concern expressed in this commentary is that the AHRQ report inadequately acknowledges the benefits of continuous positive airway pressure for several established, long-term clinically important outcomes including excessive sleepiness, motor vehicle accidents, and blood pressure. While acknowledging the limited evidence for the long-term benefits of continuous positive airway pressure treatment, especially cardiovascular outcomes, as summarized by the AHRQ report, this commentary reviews the limitations of recent randomized controlled trials and nonrandomized controlled studies and the challenges of conducting future randomized controlled trials. A research agenda to address these challenges is proposed including study designs that may include both high quality randomized controlled trials and nonrandomized controlled studies. This commentary concludes by highlighting implications for the safety and quality of life for the millions of people living with obstructive sleep apnea if the AHRQ report alone was used by payers to limit coverage for the treatment of obstructive sleep apnea while not considering the totality of available evidence. CITATION Patil SP, Billings ME, Bourjeily G, et al. Long-term health outcomes for patients with obstructive sleep apnea: placing the Agency for Healthcare Research and Quality report in context-a multisociety commentary. J Clin Sleep Med. 2024;20(1):135-149.
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Affiliation(s)
- Susheel P. Patil
- Case Western Reserve University School of Medicine, Cleveland, Ohio
- University Hospitals of Cleveland, Cleveland, Ohio
| | | | - Ghada Bourjeily
- Warren Alpert Medical School of Brown University, Providence, Rhode Island
| | | | - Daniel J. Gottlieb
- VA Boston Healthcare System, Boston, Massachusetts
- Brigham and Women’s Hospital, Boston, Massachusetts
| | - Karin G. Johnson
- University of Massachusetts Chan School of Medicine-Baystate, Springfield, Massachusetts
| | - R. John Kimoff
- McGill University Health Centre, Montreal, Quebec, Canada
| | - Allan I. Pack
- University of Pennsylvania, Philadelphia, Pennsylvania
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23
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Piovezan RD, Jadczak AD, Tucker G, Visvanathan R. Daytime Sleepiness Predicts Mortality in Nursing Home Residents: Findings from the Frailty in Residential Aged Care Sector Over Time (FIRST) Study. J Am Med Dir Assoc 2023; 24:1458-1464.e4. [PMID: 37062370 DOI: 10.1016/j.jamda.2023.03.007] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 03/08/2023] [Accepted: 03/10/2023] [Indexed: 04/18/2023]
Abstract
OBJECTIVES Excessive daytime sleepiness is an increasingly frequent condition among older adults with comorbidities and living in nursing homes (NHs). This study investigated associations between participants' characteristics and excessive daytime sleepiness (EDS); the ability of the Epworth Sleepiness Scale (ESS) scores, EDS, and EDS severity levels to predict mortality at 12 months of follow-up; and the optimal cut-off for ESS to predict mortality among NH residents. DESIGN Prospective and cross-sectional analysis in a prospective study. SETTING AND PARTICIPANTS Older adults permanently residing in 12 NHs from South Australia. METHODS Baseline characteristics including the ESS were collected and mortality at 12 months was assessed. Logistic regression analyzed associations between participants' characteristics and EDS (ESS >10). Kaplan-Meier cumulative survival estimates followed by log-rank and adjusted Cox proportional hazards models explored associations of ESS scores, EDS, and EDS severity levels with time-to-incident death. Receiver operator curve analysis assessed the best cut-off for ESS to predict mortality risk. RESULTS A total of 550 participants [mean (SD) age, 87.7 (7.2) years; 968 (50.9%) female]. Malnutrition [adjusted odds ratio (aOR) 2.02, 95% confidence interval (CI) 1.13‒3.61], myocardial infarction (aOR 1.91, 95% CI 1.20‒3.03), heart failure (aOR 2.85, 95% CI 1.68‒4.83), Parkinson's disease (aOR 2.16, 95% CI 1.04‒4.47) and severe dementia (aOR 8.57, 95% CI 5.25‒14.0) were associated with EDS. Kaplan-Meier analyses showed reduced survival among participants with EDS (log-rank test: χ2 = 25.25, P < .001). EDS predicted increased mortality risk (HR 1.63, 95% CI 1.07-2.51, P = .023). ESS score of 10.5 (>10) was the best cut point predicting mortality risk (area under the curve = 0.62). CONCLUSIONS AND IMPLICATIONS EDS predicts mortality risk and is associated with age-related comorbidities in NH residents. Screening for EDS is a simple strategy to identify NH residents at higher risk of adverse outcomes, triggering an assessment for reversibility or conversations about end-of-life care.
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Affiliation(s)
- Ronaldo D Piovezan
- Adelaide Geriatrics Training and Research with Aged Care (GTRAC) Centre, Adelaide Medical School, the Faculty of Health and Medical Sciences, University of Adelaide, Adelaide, Australia; Aged and Extended Care Services, The Queen Elizabeth Hospital, Central Adelaide Local Health Network, Adelaide, Australia.
| | - Agathe D Jadczak
- Adelaide Geriatrics Training and Research with Aged Care (GTRAC) Centre, Adelaide Medical School, the Faculty of Health and Medical Sciences, University of Adelaide, Adelaide, Australia
| | - Graeme Tucker
- Adelaide Geriatrics Training and Research with Aged Care (GTRAC) Centre, Adelaide Medical School, the Faculty of Health and Medical Sciences, University of Adelaide, Adelaide, Australia
| | - Renuka Visvanathan
- Adelaide Geriatrics Training and Research with Aged Care (GTRAC) Centre, Adelaide Medical School, the Faculty of Health and Medical Sciences, University of Adelaide, Adelaide, Australia; Aged and Extended Care Services, The Queen Elizabeth Hospital, Central Adelaide Local Health Network, Adelaide, Australia
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24
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Abstract
Sleep apnea is heterogeneous in multiple dimensions. There are different physiological risk factors that may have clinical relevance. However, assessing them is challenging. An approach to ascertain them using a simple model of ventilatory control has been proposed. It is based, however, on untenable assumptions. There are limited validation data and reproducibility is not stellar. There are also different symptom subtypes. They have been found in multiple population-based and clinical cohorts worldwide. Symptomatic benefit from therapy is most marked in the excessively sleepy subtype. This group may also be the group at increased CV risk from obstructive sleep apnea.
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Affiliation(s)
- Allan I Pack
- Division of Sleep Medicine, Department of Medicine, University of Pennsylvania, Perelman School of Medicine, 125 South 31st Street, Translational Resesarch Laboratories, Suite 2100, Philadelphia, PA 19104, USA.
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25
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Sahnoun I, Moussa I, Ghériani R, Smaoui R, El Gharbi LD. [Obstructive hypopnea sleep apnea syndrome in the elderly]. Pan Afr Med J 2023; 44:78. [PMID: 37159628 PMCID: PMC10162893 DOI: 10.11604/pamj.2023.44.78.36607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Accepted: 12/14/2022] [Indexed: 05/11/2023] Open
Abstract
Introduction obstructive sleep apnea hypopnea syndrome (OSAHS) is a common but often under diagnosed disease among elderly persons. The aim of our study was to determine the clinical and polygraphic characteristics of OSAHS in elderly by comparing them to younger patients. Methods a retrospective study was performed at Pavillon D pneumology at Abderrahmen Mami Hospital in Ariana including 222 patients with OSAHS, divided into two groups: group 1 including 72 patients aged 18 to 45 years and Group 2 including 150 patients aged 65 and over. Clinical and polygraphic data was collected. Results elderly patients were more female, less exposed to tobacco but more exposed to biomass smoke. The average consultation time was significantly longer for elderly patients compared to young patients. Diurnal fatigue and memory impairment were more observed in elderly patients. Asthma, hypothyroidism, diabetes, dyslipidemia, hypertension and atrial fibrillation were most commonly observed in elderly patients. Pauses in airflow and tonsillary hypertrophy were less observed in this group. There was no significant difference in OSAHS severity between the 2 groups. Logistic regression analysis showed that elderly apneic patients were more likely to be female, to have more memory impairment and to have more comorbidities with HTA, atrial fibrillation, diabetes and hypothyroidism. Conclusion the frequency of cardiovascular, metabolic and cognitive comorbidities requires sleep investigation in apneic elderly subject, whether the clinical presentation is typical or not.
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Affiliation(s)
- Imen Sahnoun
- Service de Pneumologie D, Université de Tunis El Manar, Faculté de Médecine de Tunis, Tunis, Tunisie
- Université de Tunis El Manar, Faculté de Médecine de Tunis, Tunis, Tunisie
- Corresponding author: Imen Sahnoun, Service de Pneumologie D, Université de Tunis El Manar, Faculté de Médecine de Tunis, Tunis, Tunisie.
| | - Ines Moussa
- Service de Pneumologie D, Université de Tunis El Manar, Faculté de Médecine de Tunis, Tunis, Tunisie
- Université de Tunis El Manar, Faculté de Médecine de Tunis, Tunis, Tunisie
| | - Rim Ghériani
- Service de Pneumologie D, Université de Tunis El Manar, Faculté de Médecine de Tunis, Tunis, Tunisie
- Université de Tunis El Manar, Faculté de Médecine de Tunis, Tunis, Tunisie
| | - Racha Smaoui
- Service de Pneumologie D, Université de Tunis El Manar, Faculté de Médecine de Tunis, Tunis, Tunisie
- Université de Tunis El Manar, Faculté de Médecine de Tunis, Tunis, Tunisie
| | - Leila Douik El Gharbi
- Service de Pneumologie D, Université de Tunis El Manar, Faculté de Médecine de Tunis, Tunis, Tunisie
- Université de Tunis El Manar, Faculté de Médecine de Tunis, Tunis, Tunisie
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Zheng Z, Zhang Y, Chen M, Chen X, Li C, Wang C, Zhu J, Lin J, Ou X, Zou Z, Wang Z, Deng J, Chen R, Wang Z, Zheng Z, Wu K, Chen R. Application value of joint STOP-Bang questionnaire and Epworth Sleepiness Scale in screening for obstructive sleep apnea. Front Public Health 2022; 10:950585. [PMID: 36267990 PMCID: PMC9578009 DOI: 10.3389/fpubh.2022.950585] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Accepted: 08/01/2022] [Indexed: 01/21/2023] Open
Abstract
Objective This paper evaluates the application value of the STOP-Bang questionnaire combined with the Epworth Sleepiness Scale (ESS) in screening for obstructive sleep apnea (OSA) in the population. Method Thousand-six hundred seventy-one patients with suspected OSA who visited the Sleep Medicine Center of the First Affiliated Hospital of Guangzhou Medical University from August 2017 to August 2020 were monitored by overnight polysomnography (PSG) after completing the ESS scale and STOP-Bang questionnaire. The sensitivity, specificity, positive predictive value, negative predictive value and receiver operating characteristic (ROC) curves of the two scales were calculated, and the accuracy in predicting OSA of the STOP-Bang questionnaire combined with ESS was analyzed. Results With Apnea Hypopnea Index (AHI) cutoffs of ≥5, ≥15 and ≥30 events/h, the areas under the ROC curve scored by STOP-Bang were 0.724, 0.703 and 0.712, and those of ESS were 0.632, 0.634 and 0.695; the diagnostic odds ratio (DOR) values of STOP-Bang for OSA, moderate to severe OSA, and severe OSA were 3.349, 2.651 and 3.189, and those of ESS were 2.665, 2.279 and 3.289. The STOP-Bang score of three was used as the cut-off point for OSA diagnosis with higher sensitivity and lower specificity, while ESS had higher specificity. STOP-Bang (≥3) combined with ESS significantly improved its specificity for predicting OSA. Conclusion The STOP-Bang questionnaire is a simple and effective new tool for screening patients for OSA, while a STOP-Bang score of ≥3 combined with ESS can further improve its specificity. Thus, we suggest further screening with ESS after a STOP-Bang score of ≥3 in suspected patients.
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Affiliation(s)
- Zhenzhen Zheng
- The Second Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Yitao Zhang
- Yangjiang Hospital of Traditional Chinese Medicine, Yangjiang, China
| | - Mingdi Chen
- The Second Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Xiaojuan Chen
- Medical College of Jiaying University, Meizhou, China
| | - Chunhe Li
- The First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Chaoyu Wang
- Taishan Hospital of Traditional Chinese Medicine, Jiangmen, China
| | - Jinru Zhu
- The Second Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Junyan Lin
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, Guangzhou, China
| | - Xudong Ou
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, Guangzhou, China
| | - Zhihong Zou
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, Guangzhou, China
| | - Zhiwei Wang
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, Guangzhou, China
| | - Junzhong Deng
- The Second Affiliated Hospital of Guangdong Medical University, Zhanjiang, China,*Correspondence: Junzhong Deng
| | - Riken Chen
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, Guangzhou, China,Riken Chen
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27
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Pérez-Carbonell L, Mignot E, Leschziner G, Dauvilliers Y. Understanding and approaching excessive daytime sleepiness. Lancet 2022; 400:1033-1046. [PMID: 36115367 DOI: 10.1016/s0140-6736(22)01018-2] [Citation(s) in RCA: 80] [Impact Index Per Article: 26.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Revised: 05/10/2022] [Accepted: 05/19/2022] [Indexed: 10/14/2022]
Abstract
Excessive daytime sleepiness (EDS) is a public health issue. However, it remains largely undervalued, scarcely diagnosed, and poorly supported. Variations in the definition of EDS and limitations in clinical assessment lead to difficulties in its epidemiological study, but the relevance of this symptom from a socioeconomic perspective is inarguable. EDS might be a consequence of several behavioural issues leading to insufficient or disrupted sleep, as well as a consequence of sleep disorders including sleep apnoea syndrome, circadian disorders, central hypersomnolence disorders (narcolepsy and idiopathic hypersomnia), other medical or psychiatric conditions, or medications. Furthermore, EDS can have implications for health as it is thought to act as a risk factor for other conditions, such as cardiovascular and neurodegenerative disorders. Because of the heterogeneous causes of EDS and the complexity of its pathophysiology, management will largely depend on the cause, with the final aim of making treatment specific to the individual using precision medicine and personalised medicine.
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Affiliation(s)
| | - Emmanuel Mignot
- Center for Narcolepsy, Stanford University, Palo Alto, CA, USA
| | - Guy Leschziner
- Sleep Disorders Centre, Guy's and St Thomas' NHS Foundation Trust, London, UK; Basic and Clinical Neurosciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Yves Dauvilliers
- Centre National de Référence Narcolepsie Hypersomnies, Unité des Troubles du Sommeil, Département de Neurologie, Hôpital Gui-de-Chauliac, Inserm INM, Université Montpellier, Montpellier, France
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Scharf MT, Zhang P, Walker NA, Mirza M, Jobanputra AM, Aurora RN, Sunderram J, Lu SE. Sex differences in Epworth Sleepiness Scale normalization with continuous positive airway pressure. J Clin Sleep Med 2022; 18:2273-2279. [PMID: 35499278 PMCID: PMC9435344 DOI: 10.5664/jcsm.10048] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Revised: 04/05/2022] [Accepted: 04/05/2022] [Indexed: 11/13/2022]
Abstract
STUDY OBJECTIVES Continuous positive airway pressure (CPAP) improves sleepiness in patients with obstructive sleep apnea, but some patients remain sleepy. The objective of this study was to identify determinants that are associated with improvements in self-reported sleepiness in patients with obstructive sleep apnea on CPAP therapy. METHODS A retrospective cohort study was performed in a clinic-based population to determine which variables contributed to the improvement in the Epworth Sleepiness Scale (ESS) in patients on CPAP therapy for OSA, stratified by baseline ESS score (< 11 or ≥ 11). Variables associated with ESS scores normalizing with CPAP were also assessed. RESULTS Patients with a baseline high ESS score showed greater improvements in the ESS with CPAP. When looking at interactions between baseline ESS classification and changes in ESS, we found that a higher apnea-hypopnea index was only associated with improvement in the ESS among patients with a high baseline ESS. Other assessed factors or covariates were not significantly different. When looking at ESS normalization, we found that female sex and lower body mass index were associated with a lower likelihood of ESS normalization. The difference in the rate of ESS normalization between females and males was higher with more days on CPAP. CONCLUSIONS Of all the assessed factors and covariates, only the apnea-hypopnea index was associated with the change in the ESS differently in patients with a high or normal baseline ESS score. ESS normalization rates were lower in females than in males, and this disparity was amplified by more days on CPAP. CITATION Scharf MT, Zhang P, Walker NA, et al. Sex differences in Epworth Sleepiness Scale normalization with continuous positive airway pressure. J Clin Sleep Med. 2022;18(9):2273-2279.
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Affiliation(s)
- Matthew T. Scharf
- Department of Neurology, Rutgers/Robert Wood Johnson Medical School, New Brunswick, New Jersey
- Sleep Center, Division of Pulmonary and Critical Care Medicine, Department of Medicine, Rutgers/Robert Wood Johnson Medical School, New Brunswick, New Jersey
| | - Peng Zhang
- School of Public Health, Rutgers University, Piscataway, New Jersey
| | - Nathan A. Walker
- Sleep Center, Department of Neurology, University of North Carolina, Chapel Hill, North Carolina
| | - Mariam Mirza
- School of Arts and Science, Rutgers University, New Brunswick, New Jersey
| | - Aesha M. Jobanputra
- Sleep Center, Division of Pulmonary and Critical Care Medicine, Department of Medicine, Rutgers/Robert Wood Johnson Medical School, New Brunswick, New Jersey
| | - R. Nisha Aurora
- Sleep Center, Division of Pulmonary and Critical Care Medicine, Department of Medicine, Rutgers/Robert Wood Johnson Medical School, New Brunswick, New Jersey
| | - Jag Sunderram
- Sleep Center, Division of Pulmonary and Critical Care Medicine, Department of Medicine, Rutgers/Robert Wood Johnson Medical School, New Brunswick, New Jersey
| | - Shou-En Lu
- School of Public Health, Rutgers University, Piscataway, New Jersey
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Craig S, Pépin JL, Randerath W, Caussé C, Verbraecken J, Asin J, Barbé F, Bonsignore MR. Investigation and management of residual sleepiness in CPAP-treated patients with obstructive sleep apnoea: the European view. Eur Respir Rev 2022; 31:31/164/210230. [PMID: 35613742 DOI: 10.1183/16000617.0230-2021] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Accepted: 03/28/2022] [Indexed: 02/06/2023] Open
Abstract
Excessive daytime sleepiness (EDS) is a major symptom of obstructive sleep apnoea (OSA), defined as the inability to stay awake during the day. Its clinical descriptors remain elusive, and the pathogenesis is complex, with disorders such as insufficient sleep and depression commonly associated. Subjective EDS can be evaluated using the Epworth Sleepiness Scale, in which the patient reports the probability of dozing in certain situations; however, its reliability has been challenged. Objective tests such as the multiple sleep latency test or the maintenance of wakefulness test are not commonly used in patients with OSA, since they require nocturnal polysomnography, daytime testing and are expensive. Drugs for EDS are available in the United States but were discontinued in Europe some time ago. For European respiratory physicians, treatment of EDS with medication is new and they may lack experience in pharmacological treatment of EDS, while novel wake-promoting drugs have been recently developed and approved for clinical use in OSA patients in the USA and Europe. This review will discuss 1) the potential prognostic significance of EDS in OSA patients at diagnosis, 2) the prevalence and predictors of residual EDS in treated OSA patients, and 3) the evolution of therapy for EDS specifically for Europe.
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Affiliation(s)
- Sonya Craig
- Liverpool Sleep and Ventilation Centre, University Hospital Aintree, Liverpool University Foundation Trust, Liverpool, UK
| | - Jean-Louis Pépin
- University Grenoble Alpes, HP2 Laboratory INSERM U1042, Grenoble, France
| | - Winfried Randerath
- Bethanien Hospital, Institute of Pneumonology, University of Cologne, Solingen, Germany
| | | | - Johan Verbraecken
- Multidisciplinary Sleep Disorders Centre, Antwerp University Hospital and University of Antwerp, Edegem-Antwerp, Belgium
| | - Jerryll Asin
- Amphia Ziekenlius, AFD, Longziekten, Breda, The Netherlands
| | - Ferran Barbé
- Respiratory Dept, Institut Ricerca Biomedica de Vilanova, Lleida, Spain
| | - Maria R Bonsignore
- PROMISE Dept, University of Palermo; Institute for Biomedical Research and Innovation (IRIB), National Research Council (CNR), Palermo, Italy
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Application value of joint NoSAS score and Epworth Sleepiness Scale for assessment of obstructive sleep apnea hypopnea syndrome. Sleep Med 2022; 97:36-42. [DOI: 10.1016/j.sleep.2022.05.845] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Revised: 05/12/2022] [Accepted: 05/27/2022] [Indexed: 11/18/2022]
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Reynor A, McArdle N, Shenoy B, Dhaliwal SS, Rea SC, Walsh J, Eastwood PR, Maddison K, Hillman DR, Ling I, Keenan BT, Maislin G, Magalang U, Pack AI, Mazzotti DR, Lee CH, Singh B. Continuous positive airway pressure and adverse cardiovascular events in obstructive sleep apnea: are participants of randomized trials representative of sleep clinic patients? Sleep 2022; 45:zsab264. [PMID: 34739082 PMCID: PMC9891109 DOI: 10.1093/sleep/zsab264] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Revised: 10/26/2021] [Indexed: 02/04/2023] Open
Abstract
STUDY OBJECTIVES Randomized controlled trials (RCTs) have shown no reduction in adverse cardiovascular (CV) events in patients randomized to continuous positive airway pressure (CPAP) therapy for obstructive sleep apnea (OSA). This study examined whether randomized study populations were representative of OSA patients attending a sleep clinic. METHODS Sleep clinic patients were 3,965 consecutive adults diagnosed with OSA by in-laboratory polysomnography from 2006 to 2010 at a tertiary hospital sleep clinic. Characteristics of these patients were compared with participants of five recent RCTs examining the effect of CPAP on adverse CV events in OSA. The percentage of patients with severe (apnea-hypopnea index, [AHI] ≥ 30 events/h) or any OSA (AHI ≥ 5 events/h) who met the eligibility criteria of each RCT was determined, and those criteria that excluded the most patients identified. RESULTS Compared to RCT participants, sleep clinic OSA patients were younger, sleepier, more likely to be female and less likely to have established CV disease. The percentage of patients with severe or any OSA who met the RCT eligibility criteria ranged from 1.2% to 20.9% and 0.8% to 21.9%, respectively. The eligibility criteria that excluded most patients were preexisting CV disease, symptoms of excessive sleepiness, nocturnal hypoxemia and co-morbidities. CONCLUSIONS A minority of sleep clinic patients diagnosed with OSA meet the eligibility criteria of RCTs of CPAP on adverse CV events in OSA. OSA populations in these RCTs differ considerably from typical sleep clinic OSA patients. This suggests that the findings of such OSA treatment-related RCTs are not generalizable to sleep clinic OSA patients.Randomized Intervention with Continuous Positive Airway Pressure in CAD and OSA (RICCADSA) trial, https://clinicaltrials.gov/ct2/show/NCT00519597, ClinicalTrials.gov number, NCT00519597.Usefulness of Nasal Continuous Positive Airway Pressure (CPAP) Treatment in Patients with a First Ever Stroke and Sleep Apnea Syndrome, https://clinicaltrials.gov/ct2/show/NCT00202501, ClinicalTrials.gov number, NCT00202501.Effect of Continuous Positive Airway Pressure (CPAP) on Hypertension and Cardiovascular Morbidity-Mortality in Patients with Sleep Apnea and no Daytime Sleepiness, https://clinicaltrials.gov/ct2/show/NCT00127348, ClinicalTrials.gov number, NCT00127348.Continuous Positive Airway Pressure (CPAP) in Patients with Acute Coronary Syndrome and Obstructive Sleep Apnea (OSA) (ISAACC), https://clinicaltrials.gov/ct2/show/NCT01335087, ClinicalTrials.gov number, NCT01335087.
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Affiliation(s)
- Ayesha Reynor
- Centre for Sleep Science, School of Human Sciences, University of Western Australia, Crawley, WA, Australia
- Department of Pulmonary Physiology & Sleep Medicine, Sir Charles Gairdner Hospital, Nedlands, WA, Australia
| | - Nigel McArdle
- Centre for Sleep Science, School of Human Sciences, University of Western Australia, Crawley, WA, Australia
- Department of Pulmonary Physiology & Sleep Medicine, Sir Charles Gairdner Hospital, Nedlands, WA, Australia
- West Australian Sleep Disorders Research Institute, Nedlands, WA, Australia
| | - Bindiya Shenoy
- Centre for Sleep Science, School of Human Sciences, University of Western Australia, Crawley, WA, Australia
| | - Satvinder S Dhaliwal
- Department of Pulmonary Physiology & Sleep Medicine, Sir Charles Gairdner Hospital, Nedlands, WA, Australia
- Curtin Health Innovation Research Institute, Faculty of Health Sciences, B305, Curtin University, Bentley, WA, Australia
- Department of Radiation Oncology, Sir Charles Gairdner Hospital, Nedlands, WA, Australia
- Duke-NUS Medical School, National University of Singapore, Singapore
- Institute for Research in Molecular Medicine (INFORMM), Universiti Sains Malaysia, Minden, Pulau Pinang, Malaysia
| | - Siobhan C Rea
- Department of Pulmonary Physiology & Sleep Medicine, Sir Charles Gairdner Hospital, Nedlands, WA, Australia
| | - Jennifer Walsh
- Centre for Sleep Science, School of Human Sciences, University of Western Australia, Crawley, WA, Australia
- Department of Pulmonary Physiology & Sleep Medicine, Sir Charles Gairdner Hospital, Nedlands, WA, Australia
- West Australian Sleep Disorders Research Institute, Nedlands, WA, Australia
| | - Peter R Eastwood
- Flinders Health and Medical Research Institute, College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
| | - Kathleen Maddison
- Centre for Sleep Science, School of Human Sciences, University of Western Australia, Crawley, WA, Australia
- Department of Pulmonary Physiology & Sleep Medicine, Sir Charles Gairdner Hospital, Nedlands, WA, Australia
- West Australian Sleep Disorders Research Institute, Nedlands, WA, Australia
| | - David R Hillman
- Centre for Sleep Science, School of Human Sciences, University of Western Australia, Crawley, WA, Australia
- West Australian Sleep Disorders Research Institute, Nedlands, WA, Australia
| | - Ivan Ling
- Department of Pulmonary Physiology & Sleep Medicine, Sir Charles Gairdner Hospital, Nedlands, WA, Australia
- West Australian Sleep Disorders Research Institute, Nedlands, WA, Australia
| | - Brendan T Keenan
- Division of Sleep Medicine, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Greg Maislin
- Division of Sleep Medicine, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Ulysses Magalang
- Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine, Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Allan I Pack
- Division of Sleep Medicine, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Diego R Mazzotti
- Division of Medical Informatics, Department of Internal Medicine, University of Kansas Medical Center, Kansas City, KS, USA
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Internal Medicine, University of Kansas Medical Center, Kansas City, KS, USA
| | - Chi-Hang Lee
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Department of Cardiology, National University Heart Centre, Singapore
| | - Bhajan Singh
- Centre for Sleep Science, School of Human Sciences, University of Western Australia, Crawley, WA, Australia
- Department of Pulmonary Physiology & Sleep Medicine, Sir Charles Gairdner Hospital, Nedlands, WA, Australia
- West Australian Sleep Disorders Research Institute, Nedlands, WA, Australia
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Automated detection of obstructive sleep apnea in more than 8000 subjects using frequency optimized orthogonal wavelet filter bank with respiratory and oximetry signals. Comput Biol Med 2022; 144:105364. [PMID: 35299046 DOI: 10.1016/j.compbiomed.2022.105364] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Revised: 02/27/2022] [Accepted: 02/27/2022] [Indexed: 12/12/2022]
Abstract
Obstructive sleep apnea (OSA) is a common respiratory disorder marked by interruption of the respiratory tract and difficulty in breathing. The risk of serious health damage can be reduced if OSA is diagnosed and treated at an early stage. OSA is primarily diagnosed using polysomnography (PSG) monitoring performed for overnight sleep; furthermore, capturing PSG signals during the night is expensive, time-consuming, complex and highly inconvenient to patients. Hence, we are proposing to detect OSA automatically using respiratory and oximetry signals. The aim of this study is to develop a simple and computationally efficient wavelet-based automated system based on these signals to detect OSA in elderly subjects. In this study, we proposed an accurate, reliable, and less complex OSA automated detection system by using pulse oximetry (SpO2) and respiratory signals including thoracic (ThorRes) movement, abdominal (AbdoRes) movement, and airflow (AF). These signals are collected from the Sleep Heart Health Study (SHHS) database from the National Sleep Research Resource (NSRR), which is one of the largest repositories of publicly available sleep databases. The database comprises of two groups SHHS-1 and SHHS-2, which involves 5,793 and 2,651 subjects, respectively with an average age of ≥60 years. The 30-s epochs of the signals are decomposed into sub-bands using frequency optimized orthogonal wavelet filter bank. Tsallis entropies are extracted from the sub-band coefficients of wavelet filter bank. A total 4,415,229 epochs of respiratory and oximetry signals are used to develop the model. The proposed model is developed using GentleBoost and Random under-sampling Boosting (RUSBoosted Tree) algorithms with 10-fold cross-validation technique. Our developed model has obtained the highest classification accuracy of 89.39% and 84.64% for the imbalanced and balanced datasets, respectively using 10-fold cross-validation technique. Using the 20% hold-out validation, the model yielded an accuracy of 88.26% and 84.31% for the imbalanced and balanced datasets, respectively. Hence, the respiratory and SpO2 signals-based model can be used for automated OSA detection. The results obtained from the proposed model are better than the state-of-the-art models and can be used in-home for screening the OSA.
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Bock J, Covassin N, Somers V. Excessive daytime sleepiness: an emerging marker of cardiovascular risk. Heart 2022; 108:1761-1766. [DOI: 10.1136/heartjnl-2021-319596] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Accepted: 01/12/2022] [Indexed: 12/19/2022] Open
Abstract
Excessive daytime sleepiness (EDS) is classically viewed as a consequence of insufficient sleep or a symptom of sleep disorders. Epidemiological and clinical evidence have shown that patients reporting EDS in tandem with sleep disorders (e.g., obstructive sleep apnoea) are at greater cardiovascular risk than non-sleepy patients. While this may simply be attributable to EDS being present in patients with a more severe condition, treatment of sleep disorders does not consistently alleviate EDS, indicating potential aetiological differences. Moreover, not all patients with sleep disorders report EDS, and daytime sleepiness may be present even in the absence of any identifiable sleep disorder; thus, EDS could represent an independent pathophysiology. The purpose of this review is twofold: first, to highlight evidence that EDS increases cardiovascular risk in the presence of sleep disorders such as obstructive sleep apnoea, narcolepsy and idiopathic hypersomnia and second, to propose the notion that EDS may also increase cardiovascular risk in the absence of known sleep disorders, as supported by some epidemiological and observational data. We further highlight preliminary evidence suggesting systemic inflammation, which could be attributable to dysfunction of the gut microbiome and adipose tissue, as well as deleterious epigenetic changes, may promote EDS while also increasing cardiovascular risk; however, these pathways may be reciprocal and/or circumstantial. Additionally, gaps within the literature are noted followed by directions for future research.
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Catalan Serra P, Soler X. Obstructive Sleep apnea and cardiovascular events in Elderly Patients. Expert Rev Respir Med 2022; 16:197-210. [PMID: 35041560 DOI: 10.1080/17476348.2022.2030225] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
INTRODUCTION In recent decades, life expectancy has increased considerably. The cardiovascular effects of Obstructive Sleep Apnea (OSA) in the elderly lead to patient disability and high resource consumption. Intermittent nocturnal hypoxia leads to hemodynamic stress and adrenergic activation, which promotes cardiovascular disease. However, chronic intermittent hypoxia may protect elderly patients from cardiovascular events (CVE) due to biological adaptation. AREAS COVERED OSA patients are at increased risk of cardiovascular events. The severity of OSA increases cardiovascular risk, and this association also exists in the elderly. This article reviews the association between OSA, CPAP treatment, and CVE, particularly stroke and coronary heart disease (CHD), in the elderly. MEDLINE and the Cochrane Collaboration databases were searched from inception to July 2021. EXPERT COMMENTARY Although a positive association between OSA and the incidence of cardiovascular disease in the elderly has been established, the role of sleep apnea in certain cardiovascular events remains controversial. Most authors agree that untreated OSA is a risk factor for stroke or worse stroke prognosis. However, the association between OSA and CHD is usually less pronounced than between OSA and stroke, especially in the elderly.
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Affiliation(s)
| | - Xavier Soler
- Department of Pulmonary, Critical Care, and Sleep Medicine. University of California, San Diego, California
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Scharf MT. Reliability and Efficacy of the Epworth Sleepiness Scale: Is There Still a Place for It? Nat Sci Sleep 2022; 14:2151-2156. [PMID: 36536636 PMCID: PMC9759004 DOI: 10.2147/nss.s340950] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Accepted: 12/05/2022] [Indexed: 12/14/2022] Open
Abstract
The Epworth sleepiness scale (ESS) is a commonly used questionnaire to evaluate patients for excessive daytime sleepiness (EDS). The ESS has been validated as a measure of EDS, but a number of studies have shown more test-retest variability in clinical settings compared to the original validation study. This observation of higher-than-expected test-retest variability has called into question the utility of the ESS as a clinical tool to assess EDS. The purpose of this review article is to summarize how studies of test-retest variability in clinical populations compare to the original validation study of Johns and to highlight where they differ. Furthermore, use of the ESS as a continuous variable (with no specified cutoff value) versus a categorical variable (normal versus high) is described. These observations are put into a clinical context by comparing the test-retest variability observed on the ESS with that of the multiple sleep latency test (MSLT). Finally, how contributors to ESS scores differ within certain subpopulations is described. The ESS remains an important tool to measure EDS in patient populations, but an awareness of its limitations needs to be considered.
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Affiliation(s)
- Matthew T Scharf
- Sleep Center, Division of Pulmonary and Critical Care, Department of Medicine and Department of Neurology, Rutgers- Robert Wood Johnson Medical School, New Brunswick, NJ, USA
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Jacobowitz O, Afifi L, Penzel T, Poyares D, Marklund M, Kushida C. Endorsement of: "treatment of adult obstructive sleep apnea with positive airway pressure: an American academy of Sleep Medicine Clinical Practice Guideline" by World Sleep Society. Sleep Med 2021; 89:19-22. [PMID: 34864508 DOI: 10.1016/j.sleep.2021.10.007] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Accepted: 10/09/2021] [Indexed: 11/30/2022]
Abstract
Guidelines for the evaluation and management of sleep disorders from national societies provide recommendations that may be regionally appropriate but may not always be practical or relevant in other parts of the world. A task force of experts from the World Sleep Society's (WSS) International Sleep Medicine Guidelines Committee and Sleep and Breathing Disorders Taskforce reviewed the American Academy of Sleep Medicine's Clinical Practice Guideline on the Treatment of Adult Obstructive Sleep Apnea (OSA) with Positive Airway Pressure with respect to its relevance and applicability to the practice of sleep medicine by sleep specialists in various regions of the world. To improve the evaluation of the guideline, surveys were sent by the senior author and the WSS to approximately 800 sleep doctors around the world to query the availability of OSA treatments in their respective region. The task force and the WSS guidelines committee endorsed the AASM's CPAP guidelines with respect to the indications for PAP therapy, utilization of different PAP modalities, and concurrent strategies to improve outcomes, noting appropriate caveats for universal applicability.
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Affiliation(s)
- Ofer Jacobowitz
- Sleep Department, ENT and Allergy Associates, New York, NY, USA.
| | - Lamia Afifi
- Clinical Neurophysiology, School of Medicine, Cairo University, Egypt
| | - Thomas Penzel
- Interdisciplinary Sleep Medicine Center, Charite Universitätsmedizin Berlin, Germany
| | - Dalva Poyares
- Psychobiology Department, Sleep Medicine Division, Universidade Federal de Sao Paulo, Brazil
| | | | - Clete Kushida
- Sleep Clinic and Center for Human Sleep Research, Stanford University School of Medicine, Redwood City, CA, USA
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Fenotipos clínicos en el síndrome de apnea obstructiva del sueño. REVISTA MÉDICA CLÍNICA LAS CONDES 2021. [DOI: 10.1016/j.rmclc.2021.09.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
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Sleep Disordered Breathing and Cardiovascular Disease: JACC State-of-the-Art Review. J Am Coll Cardiol 2021; 78:608-624. [PMID: 34353537 DOI: 10.1016/j.jacc.2021.05.048] [Citation(s) in RCA: 139] [Impact Index Per Article: 34.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Accepted: 05/11/2021] [Indexed: 12/23/2022]
Abstract
Sleep disordered breathing causes repetitive episodes of nocturnal hypoxemia, sympathetic nervous activation, and cortical arousal, often associated with excessive daytime sleepiness. Sleep disordered breathing is common in people with, or at risk of, cardiovascular (CV) disease including those who are obese or have hypertension, coronary disease, heart failure, or atrial fibrillation. Current therapy of obstructive sleep apnea includes weight loss (if obese), exercise, and positive airway pressure (PAP) therapy. This improves daytime sleepiness. Obstructive sleep apnea is associated with increased CV risk, but treatment with PAP in randomized trials has not been shown to improve CV outcome. Central sleep apnea (CSA) is not usually associated with daytime sleepiness in heart failure or atrial fibrillation and is a marker of increased CV risk, but PAP has been shown to be harmful in 1 randomized trial. The benefits of better phenotyping, targeting of higher-risk patients, and a more personalized approach to therapy are being explored in ongoing trials.
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Imayama I, Sahni A, Sunkara S, Prasad B. Sleep Apnea and Hypertension in the Elderly. CURRENT SLEEP MEDICINE REPORTS 2021. [DOI: 10.1007/s40675-021-00211-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Malhotra A, Ayappa I, Ayas N, Collop N, Kirsch D, Mcardle N, Mehra R, Pack AI, Punjabi N, White DP, Gottlieb DJ. Metrics of sleep apnea severity: beyond the apnea-hypopnea index. Sleep 2021; 44:zsab030. [PMID: 33693939 PMCID: PMC8271129 DOI: 10.1093/sleep/zsab030] [Citation(s) in RCA: 231] [Impact Index Per Article: 57.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Revised: 01/31/2021] [Indexed: 12/13/2022] Open
Abstract
Obstructive sleep apnea (OSA) is thought to affect almost 1 billion people worldwide. OSA has well established cardiovascular and neurocognitive sequelae, although the optimal metric to assess its severity and/or potential response to therapy remains unclear. The apnea-hypopnea index (AHI) is well established; thus, we review its history and predictive value in various different clinical contexts. Although the AHI is often criticized for its limitations, it remains the best studied metric of OSA severity, albeit imperfect. We further review the potential value of alternative metrics including hypoxic burden, arousal intensity, odds ratio product, and cardiopulmonary coupling. We conclude with possible future directions to capture clinically meaningful OSA endophenotypes including the use of genetics, blood biomarkers, machine/deep learning and wearable technologies. Further research in OSA should be directed towards providing diagnostic and prognostic information to make the OSA diagnosis more accessible and to improving prognostic information regarding OSA consequences, in order to guide patient care and to help in the design of future clinical trials.
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Affiliation(s)
- Atul Malhotra
- Department of Medicine, University of California San Diego, La Jolla, CA
| | - Indu Ayappa
- Department of Medicine, Mt. Sinai, New York, NY
| | - Najib Ayas
- Department of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Nancy Collop
- Department of Medicine, Emory University, Atlanta, GA
| | - Douglas Kirsch
- Department of Medicine, Atrium Health Sleep Medicine, Atrium Health, Charlotte, NC
| | - Nigel Mcardle
- Department of Medicine, The University of Western Australia, Perth, Australia
| | - Reena Mehra
- Department of Medicine, Cleveland Clinic, Cleveland, OH
| | - Allan I Pack
- Department of Medicine, University of Pennsylvania, Philadelphia, PA
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Mc Carthy CE. Sleep Disturbance, Sleep Disorders and Co-Morbidities in the Care of the Older Person. Med Sci (Basel) 2021; 9:medsci9020031. [PMID: 34063838 PMCID: PMC8162526 DOI: 10.3390/medsci9020031] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2021] [Revised: 05/17/2021] [Accepted: 05/18/2021] [Indexed: 01/14/2023] Open
Abstract
Sleep complaints can be both common and complex in the older patient. Their consideration is an important aspect of holistic care, and may have an impact on quality of life, mortality, falls and disease risk. Sleep assessment should form part of the comprehensive geriatric assessment. If sleep disturbance is brought to light, consideration of sleep disorders, co-morbidity and medication management should form part of a multifaceted approach. Appreciation of the bi-directional relationship and complex interplay between co-morbidity and sleep in older patients is an important element of patient care. This article provides a brief overview of sleep disturbance and sleep disorders in older patients, in addition to their association with specific co-morbidities including depression, heart failure, respiratory disorders, gastro-oesophageal reflux disease, nocturia, pain, Parkinson's disease, dementia, polypharmacy and falls. A potential systematic multidomain approach to assessment and management is outlined, with an emphasis on non-pharmacological treatment where possible.
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Affiliation(s)
- Christine E. Mc Carthy
- Department of Geriatric Medicine, University Hospital Galway, Galway, Ireland;
- HRB-Clinical Research Facility, National University of Ireland, Galway, Co., Galway, Ireland
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Jennum P, Coaquira Castro J, Mettam S, Kharkevitch T, Cambron-Mellott MJ. Socioeconomic and humanistic burden of illness of excessive daytime sleepiness severity associated with obstructive sleep apnoea in the European Union 5. Sleep Med 2021; 84:46-55. [PMID: 34102429 DOI: 10.1016/j.sleep.2021.05.010] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Revised: 02/25/2021] [Accepted: 05/09/2021] [Indexed: 12/20/2022]
Abstract
OBJECTIVE/BACKGROUND Evaluate the impact of excessive daytime sleepiness (EDS) severity on burden of illness among adults with obstructive sleep apnoea (OSA) in European Union 5 (EU5) countries (France, Germany, Italy, Spain, United Kingdom). PATIENTS/METHODS This retrospective observational study used data from the 2017 EU5 National Health and Wellness Survey, a self-administered, internet-based, non-screening survey. Respondents who self-reported both having experienced OSA in the last 12 months and having had their OSA diagnosed by a physician were considered to have OSA. Respondents completed the Epworth Sleepiness Scale (ESS) and were consequently categorised into 4 groups: OSA-with-EDS (ESS >10) subdivided by EDS severity (mild [ESS = 11-12], moderate [ESS = 13-15], severe [ESS = 16-24]), and OSA-without-EDS (ESS ≤10). Bivariate and multivariable analyses examined group differences in health-related quality of life (HRQoL), work productivity and activity impairment, and health care utilisation. RESULTS The analysis included 2008 respondents with OSA: n = 661 (32.9%) with EDS (29.5% mild, 34.5% moderate, 36.0% severe) and n = 1347 without EDS. Compared with the OSA-without-EDS group, the OSA-with-EDS subgroups generally had higher rates of obesity, depression, and other reported comorbidities. Greater severity of EDS was associated with worse self-reported HRQoL (all domains, P < 0.001) and work productivity and activity impairment (absenteeism, P = 0.031; presenteeism, overall work impairment, and non-work activity impairment, P < 0.001), as well as increased numbers of health care provider visits (P < 0.001). CONCLUSIONS Compared to patients with OSA but without EDS, those with EDS had substantially higher socioeconomic and humanistic burden of disease, which was more profound among those reporting greater EDS.
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Affiliation(s)
- Poul Jennum
- Danish Center for Sleep Medicine, Department of Clinical Neurophysiology, University of Copenhagen, Copenhagen, Denmark.
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Pack AI, Magalang UJ, Singh B, Kuna ST, Keenan BT, Maislin G. To RCT or not to RCT? Depends on the question. A response to McEvoy et al. Sleep 2021; 44:6161202. [PMID: 33693855 DOI: 10.1093/sleep/zsab042] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Affiliation(s)
- Allan I Pack
- Division of Sleep Medicine, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Ulysses J Magalang
- Division of Pulmonary, Critical Care and Sleep Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Bhajan Singh
- West Australian Sleep Disorders Research Institute, Department of Pulmonary Physiology and Sleep Medicine, Sir Charles Gairdner Hospital, Nedlands, WA, Australia
| | - Samuel T Kuna
- Sleep Medicine Section, Corporal Michael J. Crescenz Veterans Affairs Medical Center, Philadelphia, PA, USA
| | - Brendan T Keenan
- Division of Sleep Medicine, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.,Biostatistics Core, Division of Sleep Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Greg Maislin
- Division of Sleep Medicine, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.,Biostatistics Core, Division of Sleep Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
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Adiposity-related risks among the middle-aged and elderly Chinese: the role of siesta and nocturnal sleep duration. NUTR HOSP 2021; 38:797-806. [PMID: 33586991 DOI: 10.20960/nh.03448] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022] Open
Abstract
Introduction Background: increasingly, research suggests that lack of sleep is linked to adiposity worldwide, but few studies have been conducted in middle-aged and elderly Chinese subjects. The purpose of the present study was to analyze the association of siesta and nocturnal sleep duration with the prevalence of adiposity in middle-aged and elderly Chinese individuals. Methods: a total of 7,891 community dwelling Chinese subjects who had participated in the 2015 China Health and Retirement Longitudinal Study were included. A four-stage random sampling method was used to select participants. Siesta and nocturnal sleep duration was self-reported. Adiposity, including general obesity and abdominal obesity, was assessed. Multiple logistic analyses were conducted to explore the association between siesta, nocturnal sleep duration, and adiposity. Results: people with long siesta durations (≥ 1 hour/day) were significantly associated with an increased risk for abdominal obesity, independently and in all subgroup analyses, when compared to those without regular siesta. ORs after adjustment of confounding factors included: all subjects, OR = 1.45, 95 % CI, 1.23 to 1.70; middle-aged subjects, OR = 1.46, 95 % CI, 1.15 to 1.86; elderly, OR = 1.43, 95 % CI, 1.14 to 1.78. Conclusions: our data show that siesta duration plays a role in the prevalence of age-specific abdominal obesity. Individuals with long siesta durations are more likely to have abdominal obesity among the middle-aged and elderly population when compared to those without regular siesta. The results of this study need to be confirmed by further studies.
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Boulos MI, Dharmakulaseelan L, Brown DL, Swartz RH. Trials in Sleep Apnea and Stroke: Learning From the Past to Direct Future Approaches. Stroke 2020; 52:366-372. [PMID: 33349009 DOI: 10.1161/strokeaha.120.031709] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Few randomized controlled trials have evaluated the effectiveness of continuous positive airway pressure (CPAP) in reducing recurrent vascular events and mortality in poststroke obstructive sleep apnea (OSA). To date, results have been mixed, most studies were underpowered and definitive conclusions are not available. Using lessons learned from prior negative trials in stroke, we reappraise prior randomized controlled trials that examined the use of CPAP in treating poststroke OSA and propose the following considerations: (1) Intervention-based changes, such as ensuring that patients are using CPAP for at least 4 hours per night (eg, through use of improvements in CPAP technology that make it easier for patients to use), as well as considering alternative treatment strategies for poststroke OSA; (2) Population-based changes (ie, including stroke patients with severe and symptomatic OSA and CPAP noncompliers); and (3) Changes to timing of intervention and follow-up (ie, early initiation of CPAP therapy within the first 48 hours of stroke and long-term follow-up calculated in accordance with sample size to ensure adequate power). Given the burden of vascular morbidity and mortality in stroke patients with OSA, there is a strong need to learn from past negative trials and explore innovative stroke prevention strategies to improve stroke-free survival.
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Affiliation(s)
- Mark I Boulos
- Division of Neurology, Department of Medicine, Sunnybrook Health Sciences Centre, University of Toronto, Canada (M.I.B., L.D., R.H.S.).,Hurvitz Brain Sciences Research Program, Sunnybrook Research Institute (M.I.B., L.D., R.H.S.), Sunnybrook Health Sciences Centre, Toronto, Canada.,Sleep Laboratory (M.I.B., R.H.S.), Sunnybrook Health Sciences Centre, Toronto, Canada
| | - Laavanya Dharmakulaseelan
- Division of Neurology, Department of Medicine, Sunnybrook Health Sciences Centre, University of Toronto, Canada (M.I.B., L.D., R.H.S.).,Hurvitz Brain Sciences Research Program, Sunnybrook Research Institute (M.I.B., L.D., R.H.S.), Sunnybrook Health Sciences Centre, Toronto, Canada
| | - Devin L Brown
- Department of Neurology, University of Michigan, Ann Arbor (D.L.B.)
| | - Richard H Swartz
- Division of Neurology, Department of Medicine, Sunnybrook Health Sciences Centre, University of Toronto, Canada (M.I.B., L.D., R.H.S.).,Hurvitz Brain Sciences Research Program, Sunnybrook Research Institute (M.I.B., L.D., R.H.S.), Sunnybrook Health Sciences Centre, Toronto, Canada.,Sleep Laboratory (M.I.B., R.H.S.), Sunnybrook Health Sciences Centre, Toronto, Canada
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Dursun M, Selimoğlu Şen H, Yılmaz S, Demir M, Kırbaş G, Taylan M. Serum bicarbonate level improves specificity of Berlin Sleep Questionnaire for obstructive sleep apnea. Aging Male 2020; 23:1480-1486. [PMID: 32752912 DOI: 10.1080/13685538.2020.1801623] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Several questionnaires have been developed to assist the diagnostic process in obstructive sleep apnea syndrome (OSAS). Berlin Sleep Questionnaire (BSQ) represents a validated screening tool for OSAS. Totally 450 patients admitted to the Sleep Center at Dicle University Medical Faculty were included prospectively. A risk analysis was performed for presence of OSAS using the BSQ. Arterial blood gas measurements were performed including bicarbonate (HCO3) level. The sensitivity, specificity, positive predictive value (PPV) and negative predictive value (NPV) of BSQ for presence of OSAS and severe OSAS were determined. In patients with arterial HCO3 >24.94 mEq/L; sensitivity, specificity, PPV and NPV, of the BSQ were 93.04, 57.1, 98.3, and 23.5%, respectively. The addition of arterial HCO3 value increased the sensitivity of the BSQ in detecting OSAS patients. Although the cost of sleep studies is high for false positives from the BSQ plus arterial HCO3 level, this cost should be compared with the loss of work efficiency and severe healthcare costs of undiagnosed cases in the future. Therefore, finding possible OSAS cases in primary care health centers is important and adding serum HCO3 value to BSQ questionnaire may contribute to this topic.
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Affiliation(s)
- Mazlum Dursun
- Department of Chest Diseases, Dicle University School of Medicine, Diyarbakir, Turkey
| | - Hadice Selimoğlu Şen
- Department of Chest Diseases, Dicle University School of Medicine, Diyarbakir, Turkey
| | - Süreyya Yılmaz
- Department of Chest Diseases, Dicle University School of Medicine, Diyarbakir, Turkey
| | - Melike Demir
- Department of Chest Diseases, Dicle University School of Medicine, Diyarbakir, Turkey
| | - Gökhan Kırbaş
- Department of Chest Diseases, Dicle University School of Medicine, Diyarbakir, Turkey
| | - Mahşuk Taylan
- Department of Chest Diseases, Gaziantep University School of Medicine, Gaziantep, Turkey
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Walker NA, Sunderram J, Zhang P, Lu SE, Scharf MT. Clinical utility of the Epworth sleepiness scale. Sleep Breath 2020; 24:1759-1765. [PMID: 31938991 DOI: 10.1007/s11325-020-02015-2] [Citation(s) in RCA: 51] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2019] [Revised: 12/26/2019] [Accepted: 01/07/2020] [Indexed: 10/25/2022]
Abstract
PURPOSE The Epworth sleepiness scale (ESS) is a widely used tool which has been validated as a measure of sleepiness. However, the scores within individual patients referred for clinical sleep services vary considerably which may limit the clinical use of the ESS. We sought to determine the test-retest reliability of the ESS if scores were classified as either normal or sleepy. METHODS We measured the ESS in patients presenting to our sleep center at a clinical visit and again when a sleep study was done. Demographic and clinical information was extracted from the electronic medical record. RESULTS Average ESS scores were similar on 2 administrations, mean (SD) of 9.8 (5.4) and 10.2 (6.2). Bland-Altman analysis showed upper and lower limits of agreement of 7.5 and - 6.7, respectively. No demographic or clinical variables were identified which contributed to the intra-individual variability. Of the patients who presented with an initial ESS < 11, 80% had a second ESS < 11. Of the patients who presented with an initial ESS ≥ 11, 89% had a second ESS ≥ 11. Cohen's kappa for the two administrations of the ESS was 0.67 (95% CI of 0.51-0.83). Using previously published reports, we calculated Cohen's kappa for polysomnographic determination of the apnea-hypopnea index (AHI) with values ranging from 0.26 to 0.69. CONCLUSIONS Individual ESS scores varied considerably within individual patients, but with classification into either normal or sleepy, the test-retest reliability was substantial and in line with other clinical measures including polysomnographic determination of the AHI.
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Affiliation(s)
- Nathan A Walker
- Department of Neurology, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Jag Sunderram
- Sleep Center, Division of Pulmonary and Critical Care Medicine, Department of Medicine, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Peng Zhang
- School of Public Health, Rutgers University, Piscataway, NJ, USA
| | - Shou-En Lu
- School of Public Health, Rutgers University, Piscataway, NJ, USA
| | - Matthew T Scharf
- Department of Neurology, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA.
- Sleep Center, Division of Pulmonary and Critical Care Medicine, Department of Medicine, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA.
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Association between Excessive Daytime Sleepiness and Risk of Cardiovascular Disease and All-Cause Mortality: A Systematic Review and Meta-Analysis of Longitudinal Cohort Studies. J Am Med Dir Assoc 2020; 21:1979-1985. [DOI: 10.1016/j.jamda.2020.05.023] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2020] [Revised: 05/09/2020] [Accepted: 05/14/2020] [Indexed: 01/16/2023]
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Spielmanns M, Pantev S, Turk A, Barthelmes J, Schindler M, Hermann M. Does an undetected obstructive sleep apnea influence the natural course and success of cardiac rehabilitation after cardiac surgery? Eur J Phys Rehabil Med 2020; 57:148-157. [PMID: 33111512 DOI: 10.23736/s1973-9087.20.06340-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND Obstructive Sleep Apnea (OSA) is common in patients with cardiovascular diseases (CVD) and can negatively impact the course of CVD. However, scarce data are available for patients before or after cardiac surgery (CS) in the context of OSA. AIM This study investigated the impact of an undetected OSA on the results of cardiac rehabilitation (CR) in patients after CS. DESIGN Observational study over a period of 3 months following CS. SETTING The setting of this study was inpatient CR after CS or cardiac interventions. POPULATION CS cohort referred to a CR program to an inpatient rehabilitation clinic in Switzerland. METHODS In this prospective observational study 256 patients were screened for OSA at the entry of CR via a level III screening device (ApneaLink AirTM, Resmed, San Diego, CA, USA). They were stratified into two groups: apnea hypopnea index (AHI) >15 or <15/h. A comprehensive assessment was performed at entry and end of CR including six-minute walk test (6-MWT), Functional Independence Measure (FIM), Hospital Anxiety and Depression Scale, MacNewHeart (MNH), STOP-Bang Questionnaire (SBQ) and Epworth Sleepiness Scale (ESS).All patients participated in a comprehensive CR program with a mean duration of approximately 3 weeks. Another OSA screening was performed at the end of the PR program and after 3 months in order to observe the clinical course of OSA. RESULTS An AHI>15/h was found in 133 patients (59%) at baseline, 54% after 3 weeks and 43% after 3 months. The AHI>15/h-group was older, had a higher BMI, more frequent hypertension and coronary artery disease, and higher ESS and SBQ scores compared to the AHI<15/h-group. The results of the STOP-Bang and ESS questionnaires showed a statistically significant but weak positive correlation with AHI. However, in both groups ESS did not improve from baseline to the end of CR. A multivariable logistic regression model confirmed age and ESS as independent positive predictors of OSA. No differences were found between both groups according to the results of the 6-MWT, HADS and MNH. CONCLUSIONS OSA had a high prevalence in a large CS cohort referred to CR. However, moderate-severe OSA, though symptomatic, had no significant influence on the outcome during CR and on the parameters representing success. CLINICAL REHABILITATION IMPACT In our study the improvements during CR after CS were not influenced by the presence of significant OSA which is remarkable since the presence of OSA is thought to be associated with increased rates of cardiovascular adverse events after cardiovascular intervention or CS. This is true at least for the success of CR after CS. The long-term consequences of untreated OSA in CVD remain unclear and are still the subject of current research.
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Affiliation(s)
- Marc Spielmanns
- Pulmonary Medicine and Sleep Medicine Center, Zuercher RehaZentren Clinic, Wald, Zurich, Switzerland - .,Department for Pulmonary Medicine, Faculty of Health, University of Witten-Herdecke, Witten-Herdecke, Germany -
| | - Strahil Pantev
- Pulmonary Medicine and Sleep Medicine Center, Zuercher RehaZentren Clinic, Wald, Zurich, Switzerland
| | - Alexander Turk
- Department of Internal Medicine, Hospital of Horgen, Horgen, Switzerland
| | - Jens Barthelmes
- Department of Cardiology, Zurich Heart Center, University Hospital of Zurich, Zurich, Switzerland
| | - Matthias Schindler
- Department of Cardiology, Zurich Heart Center, University Hospital of Zurich, Zurich, Switzerland
| | - Matthias Hermann
- Department of Cardiology, Zurich Heart Center, University Hospital of Zurich, Zurich, Switzerland
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