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J RG, K D. Apnoea detection using ECG signal based on machine learning classifiers and its performances. J Med Eng Technol 2023; 47:344-354. [PMID: 38625408 DOI: 10.1080/03091902.2024.2336500] [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: 07/01/2022] [Accepted: 03/23/2024] [Indexed: 04/17/2024]
Abstract
Sleep apnoea is a common disorder affecting sleep quality by obstructing the respiratory airway. This disorder can also be correlated to certain diseases like stroke, depression, neurocognitive disorder, non-communicable disease, etc. We implemented machine learning techniques for detecting sleep apnoea to make the diagnosis easier, feasible, convenient, and cost-effective. Electrocardiography signals are the main input used here to detect sleep apnoea. The considered ECG signal undergoes pre-processing to remove noise and other artefacts. Next to pre-processing, extraction of time and frequency domain features is carried out after finding out the R-R intervals from the pre-processed signal. The power spectral density is calculated by using the Welch method for extracting the frequency-domain features. The extracted features are fed to different machine learning classifiers like Support Vector Machine, Decision Tree, k-nearest Neighbour, and Random Forest, for detecting sleep apnoea and performances are analysed. The result shows that the K-NN classifier obtains the highest accuracy of 92.85% compared to other classifiers based on 10 extracted features. The result shows that the proposed method of signal processing and machine learning techniques can be reliable and a promising method for detecting sleep apnoea with a reduced number of features.
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Affiliation(s)
- Rolant Gini J
- Department of Electronics and Communication Engineering, Amrita School of Engineering, Coimbatore, Amrita Vishwa Vidyapeetham, India
| | - Dhanalakshmi K
- Department of Electronics and Communication Engineering, Amrita School of Engineering, Coimbatore, Amrita Vishwa Vidyapeetham, India
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2
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Jagielski JT, Bibi N, Gay PC, Junna MR, Carvalho DZ, Williams JA, Morgenthaler TI. Evaluating an under-mattress sleep monitor compared to a peripheral arterial tonometry home sleep apnea test device in the diagnosis of obstructive sleep apnea. Sleep Breath 2023; 27:1433-1441. [PMID: 36441446 DOI: 10.1007/s11325-022-02751-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Revised: 11/07/2022] [Accepted: 11/17/2022] [Indexed: 11/29/2022]
Abstract
STUDY OBJECTIVES To evaluate whether or not the apnea-hypopnea index (AHI) from a peripheral arterial tonometry (PAT) home sleep apnea test (HSAT) is equivalent to the AHI provided by the mean of one, three, or seven nights from the Withings Sleep Analyzer (WSA) under-mattress device. METHODS We prospectively enrolled patients with suspected OSA in whom a PAT-HSAT was ordered. Eligible patients used the WSA for seven to nine nights. PAT data were scored using the device's intrinsic machine learning algorithms to arrive at the AHI using both 3% and 4% desaturation criteria for hypopnea estimations (PAT3%-AHI and PAT4%-AHI, respectively). These were then compared with the WSA-estimated AHI (WSA-AHI). RESULTS Of 61 patients enrolled, 35 completed the study with valid PAT and WSA data. Of the 35 completers 16 (46%) had at least moderately severe OSA (PAT3%-AHI ≥ 15). The seven-night mean WSA-AHI was 2.13 (95%CI = - 0.88, 5.14) less than the PAT3%-AHI, but 5.64 (95%CI = 2.54, 8.73) greater than the PAT4%-AHI. The accuracy and area under the receiver operating curve (AUC) using the PAT3%-AHI ≥ 15 were 77% and 0.87 and for PAT4%-AHI ≥ 15 were 77% and 0.85, respectively. The one-, three-, or seven-night WSA-AHI were not equivalent to either the 3% or 4% PAT-AHI (equivalency threshold of ± 2.5 using the two one-sided t-test method). CONCLUSIONS The WSA derives estimates of the AHI unobtrusively over many nights, which may prove to be a valuable clinical tool. However, the WSA-AHI over- or underestimates the PAT-AHI in clinical use, and the appropriate use of the WSA in clinical practice will require further evaluation. TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT04778748.
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Affiliation(s)
- Jack T Jagielski
- Neurology Clinical Research Unit, Mayo Clinic, Rochester, MN, USA
| | - Noor Bibi
- Neurology Clinical Research Unit, Mayo Clinic, Rochester, MN, USA
| | - Peter C Gay
- Center for Sleep Medicine, Mayo Clinic, Rochester, MN, USA
- Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN, USA
| | - Mithri R Junna
- Center for Sleep Medicine, Mayo Clinic, Rochester, MN, USA
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - Diego Z Carvalho
- Center for Sleep Medicine, Mayo Clinic, Rochester, MN, USA
- Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN, USA
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - Julie A Williams
- Center for Sleep Medicine, Mayo Clinic, Rochester, MN, USA
- Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN, USA
| | - Timothy I Morgenthaler
- Center for Sleep Medicine, Mayo Clinic, Rochester, MN, USA.
- Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN, USA.
- Mayo Clinic Center for Sleep Medicine, 200 First Street SW, Rochester, MN, 55905, USA.
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3
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Dredla BK, Castillo PR. Out of the Laboratory and into the Home: Home Testing for Sleep Apnea and Other Sleep Disorders. J Clin Neurophysiol 2023; 40:198-202. [PMID: 36872498 DOI: 10.1097/wnp.0000000000000776] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/07/2023] Open
Abstract
SUMMARY Home sleep testing has emerged over the past decade and become an intriguing option for patients and providers because it can be conducted in the home environment. However, appropriate application of this technology is key to ensure accurate and validated results to provide appropriate patient care. In this review, we will cover the current guidelines for the use of home sleep apnea tests, the types of testing available, and future directions of home testing.
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Affiliation(s)
- Brynn K Dredla
- Department of Sleep Medicine, Mayo Clinic, Jacksonville, Florida, U.S.A
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4
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Di Pumpo M, Nurchis MC, Moffa A, Giorgi L, Sabatino L, Baptista P, Sommella L, Casale M, Damiani G. Multiple-access versus telemedicine home-based sleep apnea testing for obstructive sleep apnea (OSA) diagnosis: a cost-minimization study. Sleep Breath 2022; 26:1641-1647. [PMID: 34826058 PMCID: PMC8617356 DOI: 10.1007/s11325-021-02527-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Revised: 10/28/2021] [Accepted: 11/16/2021] [Indexed: 12/02/2022]
Abstract
PURPOSE The aim of the present study was to compare two clinical pathways: the multiple-access outpatient pathway versus the telemedicine pathway. METHODS The multiple-access outpatient pathway and the telemedicine pathway were both performed with WatchPAT and implemented in a real-life healthcare scenario, adopting a cost-minimization approach. A cost-minimization analysis was undertaken to assess the economic impact of the two alternatives. The cost analyses were performed in euros for the year 2021 adopting the patient, the hospital, and the societal perspectives. Given the chosen perspectives, direct medical costs, direct nonmedical costs, and indirect costs were considered. In addition, a univariate sensitivity analysis was conducted. RESULTS From a hospital perspective, the telemedicine approach was estimated to cost €49 more than the multiple-access alternative. Considering the patient perspective, the telemedicine approach was estimated to cost €167 less than the multiple-access pathway. Considering the societal perspective, the telemedicine approach is estimated to cost €119 less than the multiple-access pathway. CONCLUSION The adoption of telemedicine home sleep apnea testing could improve the efficiency of the healthcare processes if considering the direct and indirect costs incurred by patients and not only by healthcare providers.
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Affiliation(s)
| | - Mario Cesare Nurchis
- Università Cattolica del Sacro Cuore, Rome, Italy.
- Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy.
| | - Antonio Moffa
- Integrated Therapies in Otolaryngology, Campus Bio-Medico University, Rome, Italy
| | - Lucrezia Giorgi
- Integrated Therapies in Otolaryngology, Campus Bio-Medico University, Rome, Italy
| | - Lorenzo Sabatino
- Integrated Therapies in Otolaryngology, Campus Bio-Medico University, Rome, Italy
| | - Peter Baptista
- Unit of Otolaryngology, Clínica Universidad de Navarra, Pamplona, Spain
| | | | - Manuele Casale
- Integrated Therapies in Otolaryngology, Campus Bio-Medico University, Rome, Italy
| | - Gianfranco Damiani
- Università Cattolica del Sacro Cuore, Rome, Italy
- Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
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5
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Abreu A, Punjabi NM. How Many Nights Are Really Needed to Diagnose Obstructive Sleep Apnea? Am J Respir Crit Care Med 2022; 206:125-126. [PMID: 35476613 PMCID: PMC9954337 DOI: 10.1164/rccm.202112-2837le] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
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Khurana S, Soda N, Shiddiky MJA, Nayak R, Bose S. Current and future strategies for diagnostic and management of obstructive sleep apnea. Expert Rev Mol Diagn 2021; 21:1287-1301. [PMID: 34747304 DOI: 10.1080/14737159.2021.2002686] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
INTRODUCTION Obstructive sleep apnea (OSA) is a common sleep disorder with multiple comorbidities including hypertension, diabetes, and cardiovascular disorders. Detected based on an overnight sleep study is called polysomnography (PSG); OSA still remains undiagnosed in majority of the population mainly attributed to lack of awareness. To overcome the limitations posed by PSG such as patient discomfort and overnight hospitalization, newer technologies are being explored. In addition, challenges associated with current management of OSA using continuous positive airway pressure (CPAP), etc. presents several pitfalls. AREAS COVERED Conventional and modern detection/management techniques including PSG, CPAP, smart wearable/pillows, bio-motion sensors, etc., have both pros and cons. To fulfill the limitations in OSA diagnostics, there is an imperative need for new technology for screening of symptomatic and more importantly asymptomatic OSA patients to reduce the risk of several associated life-threatening comorbidities. In this line, molecular marker-based diagnostics have shown great promises. EXPERT OPINION A detailed overview is presented on the OSA management and diagnostic approaches and recent advances in the molecular screening methods. The potentials of biomarker-based detection and its limitations are also portrayed and a comparison between the standard, current modern approaches, and promising futuristic technologies for OSA diagnostics and management is set forth.ABBREVIATIONS AHI: Apnea hypopnea index; AI: artificial intelligence; CAM: Cell adhesion molecules; CPAP: Continuous Positive Airway Pressure; COVID-19: Coronavirus Disease 2019; CVD: Cardiovascular disease; ELISA: Enzyme linked immunosorbent assay; HSAT: Home sleep apnea testing; IR-UWB: Impulse radio-ultra wideband; MMA: maxillomandibular advancement; PSG: Polysomnography; OSA: Obstructive sleep apnea; SOD: Superoxide dismutase; QD: Quantum dot.
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Affiliation(s)
- Sartaj Khurana
- Amity Institute of Biotechnology, Amity University Uttar Pradesh, Noida, India.,Amity Institute of Molecular Medicine and Stem Cell Research, Amity University Uttar Pradesh, Noida, India
| | - Narshone Soda
- Queensland Micro- and Nanotechnology Centre (Qmnc) and School of Environment and Science (ESC), Griffith University, Brisbane, Australia
| | - Muhammad J A Shiddiky
- Queensland Micro- and Nanotechnology Centre (Qmnc) and School of Environment and Science (ESC), Griffith University, Brisbane, Australia
| | - Ranu Nayak
- Amity Institute of Nanotechnology, Amity University Uttar Pradesh, Noida, India
| | - Sudeep Bose
- Amity Institute of Biotechnology, Amity University Uttar Pradesh, Noida, India.,Amity Institute of Molecular Medicine and Stem Cell Research, Amity University Uttar Pradesh, Noida, India
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Montserrat Canal JM, Suárez-Girón M, Egea C, Embid C, Matute-Villacís M, de Manuel Martínez L, Orteu Á, González-Cappa J, Tato Cerdeiras M, Mediano O. Spanish Society of Pulmonology and Thoracic Surgery positioning on the use of telemedine in sleep-disordered breathing and mechanical ventilation. Arch Bronconeumol 2021; 57:281-290. [PMID: 32646601 PMCID: PMC7338031 DOI: 10.1016/j.arbres.2020.05.032] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Revised: 04/14/2020] [Accepted: 05/03/2020] [Indexed: 12/21/2022]
Abstract
The rapid introduction of new information and communication technologies into medical practice has prompted Spanish Society of Pulmonology and Thoracic SurgeryR to publish a position paper on sleep-disordered breathing, especially in relation to positive pressure treatment. It should be pointed out that the scientific literature is to some extent controversial due to a paucity of large randomized multicenter studies with long-term follow-up. Moreover, the telematics devices and systems on the market vary widely. As a result, the recommendations are based primarily on a consensus of expert professionals. Another very important aspect addressed extensively in this document is the obvious lack of regulations on legal matters and the operations of commercial companies. The most important recommendations included in this position paper are that telemedicine is primarily advocated in subjects with travel problems or who live far from the hospital, in patients with poor CPAP compliance, and in most cases treated with non-invasive mechanical ventilation. A key element is patient individualization. It is imperative that the relevant technical, legal and ethical requirements (medical device regulations, data protection, and informed consent) are met. Finally, expert professionals from our society must contribute to and become involved in spearheading this technological change.
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Affiliation(s)
- Josep M Montserrat Canal
- Unidad Multidisciplinar de Patología del Sueño y VNID, Servei Pneumologia, Institut Clínic Respiratori, Hospital Clínic, Barcelona, España; Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Madrid, España; Universidad de Barcelona, Barcelona, España.
| | - Monique Suárez-Girón
- Unidad Multidisciplinar de Patología del Sueño y VNID, Servei Pneumologia, Institut Clínic Respiratori, Hospital Clínic, Barcelona, España
| | - Carlos Egea
- Unidad Funcional de Sueño, Hospital Universitario Araba, OSI Araba, Vitoria, España
| | - Cristina Embid
- Unidad Multidisciplinar de Patología del Sueño y VNID, Servei Pneumologia, Institut Clínic Respiratori, Hospital Clínic, Barcelona, España; Universidad de Barcelona, Barcelona, España
| | - Mónica Matute-Villacís
- Unidad Multidisciplinar de Patología del Sueño y VNID, Servei Pneumologia, Institut Clínic Respiratori, Hospital Clínic, Barcelona, España
| | - Luis de Manuel Martínez
- Ilustre Colegio de Abogados de Madrid (ICAM), Corte de Arbitraje de Responsabilidad Sanitaria, Madrid, España
| | - Ángel Orteu
- Consultor independiente ciencias de la salud y equipamiento médico, Proyecto Sleep Smart City Vitoria, Vitoria, España
| | | | | | - Olga Mediano
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Madrid, España; Sección de Neumología, Hospital Universitario de Guadalajara, Guadalajara, España; Departamento de Medicina, Universidad de Alcalá, Alcalá de Henares (Madrid), España
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8
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Smith DF, Sarber KM, Spiceland CP, Ishman SL, Augelli DM, Romaker AM. Effects of Medical Therapy on Mild Obstructive Sleep Apnea in Adult Patients. J Clin Sleep Med 2019; 15:979-983. [PMID: 31383235 DOI: 10.5664/jcsm.7876] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2018] [Accepted: 03/07/2019] [Indexed: 01/18/2023]
Abstract
STUDY OBJECTIVES Patients with obstructive sleep apnea (OSA) have been shown to have high levels of inflammatory markers. Anti-inflammatory treatment with montelukast and intranasal steroids have demonstrated efficacy for mild OSA in children; this has not been fully evaluated in adults. This study investigated the response of mild OSA in adults to anti-inflammatory medical therapy. METHODS Adults aged ≥ 21 years with an apnea-hypopnea index (AHI) ≤ 15 events/h on polysomnography (PSG) were recruited to a prospective double-blind, randomized control trial. Patients were treated for 12 weeks with montelukast and fluticasone or placebo. All underwent a pretreatment and posttreatment PSG. Epworth Sleepiness Scale (ESS) score was obtained pretreatment and at 6 and 12 weeks posttreatment. RESULTS A total of 26 patients completed the study with 13 in each group. Mean age in the treatment and placebo groups were 58.3 ± 10.3 and 54.8 ± 14 years, respectively. There was no significant difference between groups reporting nasal congestion (P = .186), rhinitis (P = .666), or snoring (P = .177). There was no difference in the pretreatment ESS score (P = .077), body mass index (P = .173), or AHI (P = .535). The posttreatment PSG in the treatment group demonstrated a significant increase in total sleep time (P = .02) and percent of stage R sleep (P = .05). Neither group showed significant change in AHI. In patients in the treatment group, the 6- and 12-week follow-up ESS scores were not significantly different from pretreatment scores (P = .37-.46). CONCLUSIONS Intranasal steroids and montelukast did not decrease AHI; however, total sleep time and percent of stage R sleep significantly increased. Self-reported improvement could be explained by observed changes in sleep parameters. Larger prospective studies could help elucidate the effects of medical therapy on adult patients with OSA. CLINICAL TRIAL REGISTRATION Registry: ClinicalTrials.gov; Title: Montelukast and Nasa ICS for Treatment of Mild Obstructive Sleep Apnea in Adults; Identifier: NCT01089647; URL: https://clinicaltrials.gov/ct2/show/record/NCT01089647.
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Affiliation(s)
- David F Smith
- Division of Pediatric Otolaryngology, Department of Otolaryngology-Head and Neck Surgery, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio.,Division of Pulmonary and Sleep Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio.,Department of Otolaryngology-Head and Neck Surgery, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Kathleen M Sarber
- Division of Pediatric Otolaryngology, Department of Otolaryngology-Head and Neck Surgery, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio.,Division of Pulmonary and Sleep Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | | | - Stacey L Ishman
- Division of Pediatric Otolaryngology, Department of Otolaryngology-Head and Neck Surgery, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio.,Division of Pulmonary and Sleep Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio.,Department of Otolaryngology-Head and Neck Surgery, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | | | - Ann M Romaker
- Department of Pulmonary, Critical Care and Sleep Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio
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9
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Rosenberg R, Hirshkowitz M, Rapoport DM, Kryger M. The role of home sleep testing for evaluation of patients with excessive daytime sleepiness: focus on obstructive sleep apnea and narcolepsy. Sleep Med 2019; 56:80-89. [PMID: 30803831 DOI: 10.1016/j.sleep.2019.01.014] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2018] [Revised: 11/13/2018] [Accepted: 01/15/2019] [Indexed: 11/18/2022]
Abstract
Excessive daytime sleepiness (EDS) is a common complaint in the general population, which may be associated with a wide range of sleep disorders and other medical conditions. Narcolepsy is a sleep disorder characterized primarily by EDS, which involves a substantial burden of illness but is often overlooked or misdiagnosed. In addition to identifying low cerebrospinal fluid (CSF) hypocretin (orexin) levels, evaluation for narcolepsy requires in-laboratory polysomnography (PSG). Polysomnography is the gold standard for diagnosis of obstructive sleep apnea (OSA) as well as other sleep disorders. However, the use of home sleep apnea testing (HSAT) to screen for OSA in adults with EDS has increased greatly based on its lower cost, lower technical complexity, and greater convenience, versus PSG. The most commonly used, types 3 and 4, portable monitors for HSAT lack capability for electroencephalogram recording, which is necessary for the diagnosis of narcolepsy and other sleep disorders and is provided by PSG. These limitations, combined with the increased use of HSAT for evaluation of EDS, may further exacerbate the under-recognition of narcolepsy and other hypersomnias, either as primary or comorbid disorders with OSA. Adherence to expert consensus guidelines for use of HSAT is essential. Differential clinical characteristics of patients with narcolepsy and OSA may help guide correct diagnosis. Continued EDS in patients diagnosed and treated for OSA may indicate comorbid narcolepsy or another sleep disorder. Although HSAT may diagnose OSA in appropriately selected patients, it cannot rule out or diagnose narcolepsy. Therefore, at present, PSG and MSLT remain the cornerstone for narcolepsy diagnosis.
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Affiliation(s)
| | | | | | - Meir Kryger
- Yale Pulmonary and Critical Care Medicine, New Haven, CT, USA.
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10
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Dostálová V, Kolečkárová S, Kuška M, Pretl M, Bezdicek O. Effects of continuous positive airway pressure on neurocognitive and neuropsychiatric function in obstructive sleep apnea. J Sleep Res 2018; 28:e12761. [PMID: 30238529 DOI: 10.1111/jsr.12761] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2017] [Revised: 05/19/2018] [Accepted: 07/27/2018] [Indexed: 01/07/2023]
Abstract
The aim of this study was to determine the neurocognitive and neuropsychiatric effects of continuous positive airway pressure treatment on patients with obstructive sleep apnea. This cross-sectional, prospective, observational study included 126 patients with sleep apnea. The following tests were performed: the Montreal Cognitive Assessment for the evaluation of cognitive impairment, the Beck Depression Inventory, and the State-Trait Anxiety Inventory, together with the Epworth Sleepiness Scale for the evaluation of neuropsychiatric symptoms and a person's general level of daytime sleepiness. The first measurement did not show neurocognitive impairment or a higher level of depressive and anxiety symptoms in 126 patients with obstructive sleep apnea in comparison to normative standards. After the 3-month treatment indicated for 43 patients with obstructive sleep apnea, we did not find any significant improvement in cognitive performance (p = .213). However, patients with sleep apnea with continuous positive airway pressure treatment did show significantly less daytime sleepiness, anxiety and depressive symptoms (all p < .001). In conclusion, short-term (3 months) treatment of patients with obstructive sleep apnea can substantially alleviate their daytime sleepiness, as well as depressive and anxiety symptoms.
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Affiliation(s)
- Veronika Dostálová
- Prague College of Psychosocial Studies, Prague, Czech Republic.,INSPAMED, Neurology and Sleep Laboratory, Institute of Sleep Medicine, Prague, Czech Republic.,Diamant Neuropsychology Laboratory, Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine, General University Hospital, Charles University, Prague, Czech Republic
| | - Sandra Kolečkárová
- Prague College of Psychosocial Studies, Prague, Czech Republic.,Psychiatric Hospital in Dobřany, Dobřany, Czech Republic
| | - Martin Kuška
- Prague College of Psychosocial Studies, Prague, Czech Republic.,Olomouc University Social Health Institute, Palacký University, Olomouc, Czech Republic
| | - Martin Pretl
- INSPAMED, Neurology and Sleep Laboratory, Institute of Sleep Medicine, Prague, Czech Republic
| | - Ondrej Bezdicek
- Prague College of Psychosocial Studies, Prague, Czech Republic.,Diamant Neuropsychology Laboratory, Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine, General University Hospital, Charles University, Prague, Czech Republic
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11
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When a private community neurology practice executes home sleep apnea testing: benefits identified and lessons learned in a retrospective observational study. Sleep Health 2018; 4:217-223. [PMID: 29555137 DOI: 10.1016/j.sleh.2017.12.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2017] [Revised: 11/21/2017] [Accepted: 12/04/2017] [Indexed: 12/22/2022]
Abstract
OBJECTIVE To investigate the feasibility and utility of a private community neurology practice-initiated home sleep apnea testing (HSAT) program. METHODS A private community neurology practice conducted HSAT on patients clinically identified as high risk for obstructive sleep apnea (OSA). An academic board-certified sleep specialist performed all study interpretations. The presence and severity of OSA and its association with patient demographics (eg, sex, age) and comorbid health conditions relevant to OSA were evaluated. RESULTS During 2011-2014, 147 consecutive patients clinically identified as highly "at risk for OSA" during their neurological visit underwent HSAT. Sixty-one percent (n=89) of patients had a "positive" study with evidence of an apnea-hypopnea index of greater than 5 events per hour. Of those, 37% (n=54) had mild OSA and 24% (n=35) had moderate-severe OSA. OSA was more common among men (54%, n=48) and in individuals with a previous documented history of depression (33%, n=48) and hypertension 44% (n=64). OSA treatment was ordered in 44% (n=39) of patients by the neurologists or by a sleep specialist. Twenty-four percent (n=21) of all patients studied were referred to a sleep specialist. CONCLUSION Implementation of HSAT in a (nonsleep) private community neurology practice in collaboration with an academic sleep program is recommended. Based on this observational study, community-based neurological practices and board-certified sleep specialists should consider teaming up to develop HSAT collaborative programs to open new sleep care access pathways for neurological patients often at risk for sleep apnea.
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12
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Shetty S, Fernandes A, Patel S, Combs D, Grandner MA, Parthasarathy S. Unanticipated Nocturnal Oxygen Requirement during Positive Pressure Therapy for Sleep Apnea and Medical Comorbidities. J Clin Sleep Med 2017; 13:73-79. [PMID: 27655454 DOI: 10.5664/jcsm.6392] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2016] [Accepted: 07/31/2016] [Indexed: 11/13/2022]
Abstract
STUDY OBJECTIVES Home-based management of sleep-disordered breathing (SDB) generally excludes patients with significant medical comorbidities, but such an approach lacks scientific evidence. The current study examined whether significant medical comorbidities are associated with persistent hypoxia that requires unanticipated nocturnal O2 supplementation to positive airway pressure (PAP) therapy. Conceivably, in such patients, home-based management of SDB may not detect or therefore adequately treat persistent hypoxia. METHODS In this retrospective study of 200 patients undergoing laboratory-based polysomnography, we ascertained significant medical comorbidities (chronic obstructive pulmonary disease, congestive heart failure, and morbid obesity) and their association with the need for unanticipated O2 supplementation to PAP therapy. Postural oxygen (SpO2) desaturations between upright and reclining positions were determined during calm wakefulness. RESULTS Postural change in SpO2 during calm wakefulness was greater in patients who eventually needed nocturnal O2 supplementation to PAP therapy than those needing PAP therapy alone (p < 0.0001). The presence of chronic obstructive pulmonary disease (odds ratio [OR] 6.0; 95% confidence interval [CI]; 2.1, 17.5; p = 0.001), morbid obesity (OR 3.6; 95% CI 1.9, 7.0; p < 0.0001), and age older than 50 y (OR 2.8; 95% CI 1.3, 5.9; p = 0.007) but not heart failure were associated with unanticipated need for nocturnal O2 supplementation. A clinical prediction rule of less than two determinants (age older than 50 y, morbid obesity, chronic obstructive pulmonary disease, and postural SpO2 desaturation greater than 5%) had excellent negative predictive value (0.92; 95% CI 0.85, 0.96) and likelihood ratio of negative test (0.08; 95% CI 0.04, 0.16). CONCLUSIONS Medical comorbidities can predict persistent hypoxia that requires unanticipated O2 supplementation to PAP therapy. Such findings justify the use of medical comorbidities to exclude home management of SDB. COMMENTARY A commentary on this article appears in this issue on page 7.
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Affiliation(s)
- Safal Shetty
- Center for Sleep Disorders and Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, University of Arizona, Tucson, AZ.,Department of Medicine, University of Arizona
| | - Aaron Fernandes
- Center for Sleep Disorders and Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, University of Arizona, Tucson, AZ.,Department of Medicine, University of Arizona
| | - Sarah Patel
- Center for Sleep Disorders and Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, University of Arizona, Tucson, AZ.,Department of Medicine, University of Arizona
| | - Daniel Combs
- Arizona Respiratory Center and Department of Pediatrics, University of Arizona
| | | | - Sairam Parthasarathy
- Center for Sleep Disorders and Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, University of Arizona, Tucson, AZ.,Department of Medicine, University of Arizona.,UAHS Center for Sleep and Circadian Sciences, University of Arizona
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13
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Burke RM, Maxwell B, Hunter C, Graham D, O'Donoghue D, Shields MD. Night-to-night variation of pulse oximetry in children with sleep-disordered breathing. Arch Dis Child 2016; 101:1095-1099. [PMID: 26969584 DOI: 10.1136/archdischild-2015-308981] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/14/2015] [Revised: 02/15/2016] [Accepted: 02/21/2016] [Indexed: 11/03/2022]
Abstract
BACKGROUND Sleep-disordered breathing is a common and serious feature of many paediatric conditions and is particularly a problem in children with Down syndrome. Overnight pulse oximetry is recommended as an initial screening test, but it is unclear how overnight oximetry results should be interpreted and how many nights should be recorded. METHODS This retrospective observational study evaluated night-to-night variation using statistical measures of repeatability for 214 children referred to a paediatric respiratory clinic, who required overnight oximetry measurements. This included 30 children with Down syndrome. We measured length of adequate trace, basal SpO2, number of desaturations (>4% SpO2 drop for >10 s) per hour ('adjusted index') and time with SpO2<90%. We classified oximetry traces into normal or abnormal based on physiology. RESULTS 132 out of 214 (62%) children had three technically adequate nights' oximetry, including 13 out of 30 (43%) children with Down syndrome. Intraclass correlation coefficient for adjusted index was 0.54 (95% CI 0.20 to 0.81) among children with Down syndrome and 0.88 (95% CI 0.84 to 0.91) for children with other diagnoses. Negative predictor value of a negative first night predicting two subsequent negative nights was 0.2 in children with Down syndrome and 0.55 in children with other diagnoses. CONCLUSIONS There is substantial night-to-night variation in overnight oximetry readings among children in all clinical groups undergoing overnight oximetry. This is a more pronounced problem in children with Down syndrome. Increasing the number of attempted nights' recording from one to three provides useful additional clinical information.
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Affiliation(s)
- Rachael M Burke
- Centre for Infection and Immunity, Queen's University Belfast, Belfast, UK.,Royal Belfast Hospital for Sick Children, Belfast Health & Social Care Trust, Belfast, UK
| | - Barbara Maxwell
- Royal Belfast Hospital for Sick Children, Belfast Health & Social Care Trust, Belfast, UK
| | - Carolyn Hunter
- Royal Belfast Hospital for Sick Children, Belfast Health & Social Care Trust, Belfast, UK
| | - David Graham
- Royal Belfast Hospital for Sick Children, Belfast Health & Social Care Trust, Belfast, UK
| | - Dara O'Donoghue
- Royal Belfast Hospital for Sick Children, Belfast Health & Social Care Trust, Belfast, UK
| | - Michael D Shields
- Centre for Infection and Immunity, Queen's University Belfast, Belfast, UK.,Royal Belfast Hospital for Sick Children, Belfast Health & Social Care Trust, Belfast, UK
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14
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Prasad B, Usmani S, Steffen AD, Van Dongen HPA, Pack FM, Strakovsky I, Staley B, Dinges D, Maislin G, Pack AI, Weaver TE. Short-Term Variability in Apnea-Hypopnea Index during Extended Home Portable Monitoring. J Clin Sleep Med 2016; 12:855-63. [PMID: 26857059 DOI: 10.5664/jcsm.5886] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2015] [Accepted: 01/04/2016] [Indexed: 12/12/2022]
Abstract
STUDY OBJECTIVES Apnea-hypopnea index (AHI) is the primary measure used to confirm a diagnosis of obstructive sleep apnea (OSA). However, there may be significant night-to-night variability (NNV) in AHI, limiting the value of AHI in clinical decision-making related to OSA management. We examined short-term NNV in AHI and its predictors during home portable monitoring (PM). METHODS Single center prospective observational study of patients (n = 84) with newly diagnosed OSA by polysomnography (PSG) AHI ≥ 5/h. All participants underwent 2 to 8 consecutive nights of PM. RESULTS Participants (n = 84) were middle-aged (47 ± 8.3 y, mean ± standard deviation; SD), including 28 women, with mean AHI on baseline PSG (AHIPSG) of 30.1 ± 31.8. Mean AHI on PM (AHIPM) was 27.4 ± 23.7. Intraclass correlation coefficient (ICC) for AHIPM in the entire sample was 0.73 (95% CI 0.66-0.8), indicating that 27% of the variability in AHIPM was due to intra-individual factors. Mild severity of OSA, defined by AHIPSG 5-15/h, was associated with higher NNV (likelihood ratio, -0.4 ± 0.14; p = 0.006) and absence of comorbidity showed a trend towards higher NNV (-0.54 ± 0.27, p = 0.05) on AHIPM. CONCLUSIONS The intraindividual short-term NNV in AHIPM is higher in mild versus moderately severe OSA, even in the home setting, where first-night effect is not expected. Larger studies of NNV focused on patients with mild OSA are needed to identify characteristics that predict need and timing for repeated diagnostic testing and treatment. COMMENTARY A commentary on this article appears in this issue on page 787.
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Affiliation(s)
- Bharati Prasad
- Section of Pulmonary, Critical Care, Sleep and Allergy, Department of Medicine, College of Medicine, University of Illinois at Chicago, Chicago, IL.,Center for Narcolepsy, Sleep and Health Research, College of Nursing, University of Illinois at Chicago.,Jesse Brown VA Medical Center, Chicago, IL
| | - Sarah Usmani
- Section of Pulmonary, Critical Care, Sleep and Allergy, Department of Medicine, College of Medicine, University of Illinois at Chicago, Chicago, IL
| | - Alana D Steffen
- Department of Health System Science, College of Nursing, University of Illinois at Chicago
| | - Hans P A Van Dongen
- Sleep and Performance Research Center, Washington State University, Spokane, WA
| | - Francis M Pack
- Center for Sleep and Circadian Neurobiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Inna Strakovsky
- Center for Sleep and Circadian Neurobiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Bethany Staley
- Center for Sleep and Circadian Neurobiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - David Dinges
- Center for Sleep and Circadian Neurobiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA.,Unit for Experimental Psychiatry, Division of Sleep and Chronobiology, Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Greg Maislin
- Center for Sleep and Circadian Neurobiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Allan I Pack
- Center for Sleep and Circadian Neurobiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Terri E Weaver
- Section of Pulmonary, Critical Care, Sleep and Allergy, Department of Medicine, College of Medicine, University of Illinois at Chicago, Chicago, IL.,Center for Narcolepsy, Sleep and Health Research, College of Nursing, University of Illinois at Chicago.,Department of Biobehavioral Health Science, College of Nursing, University of Illinois at Chicago, Chicago, IL
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15
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Jin H, Lee LA, Song L, Li Y, Peng J, Zhong N, Li HY, Zhang X. Acoustic Analysis of Snoring in the Diagnosis of Obstructive Sleep Apnea Syndrome: A Call for More Rigorous Studies. J Clin Sleep Med 2015; 11:765-71. [PMID: 25766705 DOI: 10.5664/jcsm.4856] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2014] [Accepted: 02/08/2015] [Indexed: 12/26/2022]
Abstract
BACKGROUND Snoring is a common symptom of obstructive sleep apnea syndrome (OSA) and has recently been considered for diagnosis of OSA. OBJECTIVES The goal of the current study was to systematically determine the accuracy of acoustic analysis of snoring in the diagnosis of OSA using a meta-analysis. METHODS PubMed, Cochrane Library database, and EMBASE were searched up to July 15, 2014. A systematic review and meta-analysis of sensitivity, specificity, and other measures of accuracy of acoustic analysis of snoring in the diagnosis of OSA were conducted. The median of apneahypopnea index threshold was 10 events/h, range: 5-15 or 10-15 if aforementioned suggestion is adopted. RESULTS A total of seven studies with 273 patients were included in the meta-analysis. The pooled estimates were as follows: sensitivity, 88% (95% confidence interval [CI]: 82-93%); specificity, 81% (95% CI: 72-88%); positive likelihood ratio (PLR), 4.44 (95% CI: 2.39-8.27); negative likelihood ratio (NLR), 0.15 (95% CI: 0.10-0.24); and diagnostic odds ratio (DOR), 32.18 (95% CI: 13.96-74.81). χ(2) values of sensitivity, specificity, PLR, NLR, and DOR were 2.37, 10.39, 12.57, 3.79, and 6.91 respectively (All p > 0.05). The area under the summary receiver operating characteristic curve was 0.93. Sensitivity analysis demonstrated that the pooled estimates were stable and reliable. The results of publication bias were not significant (p = 0.30). CONCLUSIONS Acoustic analysis of snoring is a relatively accurate but not a strong method for diagnosing OSA. There is an urgent need for rigorous studies involving large samples and single snore event tests with an efficacy criterion that reflects the particular features of snoring acoustics for OSA diagnosis.
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Affiliation(s)
- Hui Jin
- Department of Otolaryngology-Head and Neck Surgery, The First Affiliated Hospital, Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Li-Ang Lee
- Department of Otolaryngology, Sleep Center, Chang Gung Memorial Hospital, Chang Gung University, Taipei, Taiwan
| | - Lijuan Song
- Department of Otolaryngology-Head and Neck Surgery, The First Affiliated Hospital, Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Yanmei Li
- Department of Otolaryngology-Head and Neck Surgery, The First Affiliated Hospital, Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Jianxin Peng
- Department of Physics, School of Science, South China University of Technology, Guangzhou, China
| | - Nanshan Zhong
- State Key Laboratory of Respiratory Disease, The First Affiliated Hospital, Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Hsueh-Yu Li
- Department of Otolaryngology, Sleep Center, Chang Gung Memorial Hospital, Chang Gung University, Taipei, Taiwan
| | - Xiaowen Zhang
- Department of Otolaryngology-Head and Neck Surgery, The First Affiliated Hospital, Guangzhou Medical University, Guangzhou, Guangdong, China
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16
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Al-Abri M, Al-Asmi A, Al-Shukairi A, Al-Qanoobi A, Ramachandiran N, Jacob P, Gujjar A. Frequency of obstructive sleep apnea syndrome among patients with epilepsy attending a tertiary neurology clinic. Oman Med J 2015; 30:31-5. [PMID: 25829998 DOI: 10.5001/omj.2015.06] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2014] [Accepted: 12/19/2014] [Indexed: 12/12/2022] Open
Abstract
OBJECTIVES Epilepsy is a common neurological disorder with a median lifetime prevalence of 14 per 1000 subjects. Sleep disorders could influence epileptic seizure. The most common sleep disorder is obstructive sleep apnea syndrome (OSAS) which occurs in 2% of adult women and 4% of adult men in the general population. The aim of this study is to estimate the frequency of OSAS among patients with epilepsy and to study the seizure characteristics among those patients with co-morbid OSAS. METHODS Patients with a confirmed diagnosis of epilepsy who attended the Sultan Qaboos University Hospital neurology clinic were recruited for the study between June 2011 and April 2012. Patients were screened for OSAS by direct interview using the validated Arabic version of the Berlin questionnaire. Patients identified as high-risk underwent polysomnography. RESULTS A total of 100 patients with epilepsy (55 men and 45 women) were screened for OSAS. Generalized and focal seizure was found in 67% of male and 27% of female patients. Six percent of the participants had epilepsy of undetermined type. Only 9% of the sample was found to have high risk of OSAS based on the Berlin questionnaire. No significant correlation was found between risk of OSAS, type of epilepsy, and anti-epileptic drugs. CONCLUSION The risk of OSAS was marginally greater in patients with epilepsy compared to the general population with the overall prevalence of 9%.
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Affiliation(s)
- Mohammed Al-Abri
- Department of Clinical Physiology, Sultan Qaboos University Hospital, Muscat, Oman
| | - Abdullah Al-Asmi
- Department of Medicine, Sultan Qaboos University Hospital, Muscat, Oman
| | - Aisha Al-Shukairi
- Department of Clinical Physiology, Sultan Qaboos University Hospital, Muscat, Oman
| | - Arwa Al-Qanoobi
- Department of Clinical Physiology, Sultan Qaboos University Hospital, Muscat, Oman
| | | | - Povothoor Jacob
- Department of Medicine, Sultan Qaboos University Hospital, Muscat, Oman
| | - Arunodaya Gujjar
- Department of Medicine, Sultan Qaboos University Hospital, Muscat, Oman
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17
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Guerrero A, Embid C, Isetta V, Farre R, Duran-Cantolla J, Parra O, Barbé F, Montserrat JM, Masa JF. Management of sleep apnea without high pretest probability or with comorbidities by three nights of portable sleep monitoring. Sleep 2014; 37:1363-73. [PMID: 25083017 DOI: 10.5665/sleep.3932] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
STUDY OBJECTIVES Obstructive sleep apnea (OSA) diagnosis using simplified methods such as portable sleep monitoring (PM) is only recommended in patients with a high pretest probability. The aim is to determine the diagnostic efficacy, consequent therapeutic decision-making, and costs of OSA diagnosis using polysomnography (PSG) versus three consecutive studies of PM in patients with mild to moderate suspicion of sleep apnea or with comorbidity that can mask OSA symptoms. DESIGN AND SETTING Randomized, blinded, crossover study of 3 nights of PM (3N-PM) versus PSG. The diagnostic efficacy was evaluated with receiver operating characteristic (ROC) curves. Therapeutic decisions to assess concordance between the two different approaches were performed by sleep physicians and respiratory physicians (staff and residents) using agreement level and kappa coefficient. The costs of each diagnostic strategy were considered. PATIENTS AND RESULTS Fifty-six patients were selected. Epworth Sleepiness Scale was 10.1 (5.3) points. Bland-Altman plot for apnea-hypopnea index (AHI) showed good agreement. ROC curves showed the best area under the curve in patients with PSG AHI ≥ 5 [0.955 (confidence interval = 0.862-0.993)]. For a PSG AHI ≥ 5, a PM AHI of 5 would effectively exclude and confirm OSA diagnosis. For a PSG AHI ≥ 15, a PM AHI ≥ 22 would confirm and PM AHI < 7 would exclude OSA. The best agreement of therapeutic decisions was achieved by the sleep medicine specialists (81.8%). The best cost-diagnostic efficacy was obtained by the 3N-PM. CONCLUSIONS Three consecutive nights of portable monitoring at home evaluated by a qualified sleep specialist is useful for the management of patients without high pretest probability of obstructive sleep apnea or with comorbidities. CLINICAL TRIAL REGISTRATION http://www.clinicaltrials.gov, registration number: NCT01820156. CITATION Guerrero A, Embid C, Isetta V, Farre R, Duran-Cantolla J, Parra O, Barbé F, Montserrat JM, Masa JF. Management of sleep apnea without high pretest probability or with comorbidities by three nights of portable sleep monitoring.
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Affiliation(s)
- Arnoldo Guerrero
- Pulmonary and Critical Care Service. Dr. José Eleuterio González University Hospital. UANL. Monterrey, México ; Pulmonary Service. Clínic Hospital. UB-IDIBAPS. Barcelona, Spain
| | - Cristina Embid
- Pulmonary Service. Clínic Hospital. UB-IDIBAPS. Barcelona, Spain ; CIBER de enfermedades respiratorias (CIBERES). Madrid, Spain
| | - Valentina Isetta
- CIBER de enfermedades respiratorias (CIBERES). Madrid, Spain ; Unit of Biophysics and Bioengineering. Faculty of Medicine. IDIBAPS. University of Barcelona. Barcelona, Spain
| | - Ramón Farre
- CIBER de enfermedades respiratorias (CIBERES). Madrid, Spain ; Unit of Biophysics and Bioengineering. Faculty of Medicine. IDIBAPS. University of Barcelona. Barcelona, Spain
| | - Joaquin Duran-Cantolla
- CIBER de enfermedades respiratorias (CIBERES). Madrid, Spain ; Bio-Araba Research Institute and Clinical Research Unit, Hospital Universitario Araba. Vitoria, Spain
| | - Olga Parra
- CIBER de enfermedades respiratorias (CIBERES). Madrid, Spain ; Pulmonary Service. Sagrat Cor Hospital. Barcelona, Spain
| | - Ferran Barbé
- CIBER de enfermedades respiratorias (CIBERES). Madrid, Spain ; Respiratory Dept. IRBLleida. Lleida, Spain
| | - Josep M Montserrat
- Pulmonary Service. Clínic Hospital. UB-IDIBAPS. Barcelona, Spain ; CIBER de enfermedades respiratorias (CIBERES). Madrid, Spain
| | - Juan F Masa
- CIBER de enfermedades respiratorias (CIBERES). Madrid, Spain ; Pulmonary Service. Hospital San Pedro de Alcantara. Cáceres. Spain
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18
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Abstract
BACKGROUND Obstructive sleep apnoea (OSA) is often overlooked in the context of schizophrenia because its hallmark, daytime sleepiness, is so easily attributable to antipsychotic drugs. This is a special problem for women. AIMS To underscore the importance of diagnosing and treating OSA in women with schizophrenia. METHODS A review of the recent literature (search terms: Obstructive Sleep Apnoea; Schizophrenia; Women (or Gender); Obesity; Antipsychotics; Continuous Positive Airway Pressure (CPAP)) as it applies to a composite case vignette taken from the files of a specialty clinic that treats women with psychosis. RESULTS The rate of OSA in women who are both obese and postmenopausal is very similar to that of men. Family history, smoking, and the use of tobacco, alcohol and of antipsychotic medication increase the risk. Despite reluctance, patients with schizophrenia generally agree to undergo sleep studies. Compliance with CPAP is difficult, but can be aided by the physician and is, on the whole, relatively high in women. CPAP improves sleep parameters and may also improve cardiometabolic and cognitive indices, although this still needs to be more fully researched. CONCLUSION Schizophrenia and untreated OSA are both associated with high mortality rates in women as well as men.
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Affiliation(s)
- Mary V Seeman
- Department of Psychiatry, University of Toronto , Ontario , Canada
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