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Jones SE, Aw N, Acord M, Miller S, Sidelnikov D, Haft SJ, Restaino SM. Ultrasound Predicts Drug-Induced Sleep Endoscopy Findings Using Machine Learning Models. Laryngoscope 2025; 135:1642-1651. [PMID: 39876795 DOI: 10.1002/lary.31950] [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: 05/15/2024] [Revised: 09/05/2024] [Accepted: 10/15/2024] [Indexed: 01/31/2025]
Abstract
OBJECTIVES Ultrasound is a promising low-risk imaging modality that can provide objective airway measurements that may circumvent limitations of drug-induced sleep endoscopy (DISE). This study was devised to identify ultrasound-derived anatomical measurements that could accurately predict collapse pattern and location based on the VOTE criteria (VOTE: Velum, Oropharynx, Tongue, and Epiglottis). METHODS Ultrasonography was performed on 20 adult patients of various airway subsites while awake and sedated with concurrent endoscopy performed during drug-induced sleep. Measurements were obtained from the ultrasonographic images, and percent collapse (Pc) was estimated then graded using a standard VOTE score. Generalized Least Squares regression (GLS) was used to establish models predictive of Pc on a continuous scale, while multiple machine learning (ML) models were trained to predict each VOTE score (binary, >50% collapse) from ultrasound measurements. RESULTS Measurements of multiple ultrasonographic airway subsites demonstrated associations with endoscopic collapse using Kendall Tau correlation. The GLS models showed moderate to strong correlation between multiple ultrasound features and Pc (R2 adj 0.53-0.82) across all VOTE subsites. ML models accurately predicted binarized VOTE scores from ultrasound measurements in four out of five VOTE subsites (F1 score >0.65), while the VOTE subsite with the most accurately predicted collapse was lateral velum collapse with an F1 score of 0.93 averaged across all models. CONCLUSIONS Ultrasound is a reliable imaging modality and can identify features of airway collapse during drug-induced sleep. Regression (GLS) and ML models show promise in predicting severity of collapse during DISE with analysis of airway ultrasonographic measurements. LEVEL OF EVIDENCE 3 Laryngoscope, 135:1642-1651, 2025.
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Affiliation(s)
- Samuel E Jones
- Department of Otorhinolaryngology, University of Maryland Medical Center, Baltimore, Maryland, U.S.A
- Department of Surgery, Ascension Saint Agnes Hospital, Baltimore, Maryland, U.S.A
| | - Natalie Aw
- Sonosa Medical, Inc., Baltimore, Maryland, U.S.A
| | - Molly Acord
- Sonosa Medical, Inc., Baltimore, Maryland, U.S.A
| | - Sarah Miller
- Sonosa Medical, Inc., Baltimore, Maryland, U.S.A
| | - Danielle Sidelnikov
- Department of Otorhinolaryngology, University of Maryland Medical Center, Baltimore, Maryland, U.S.A
| | - Sunny J Haft
- Department of Otorhinolaryngology, University of Maryland Medical Center, Baltimore, Maryland, U.S.A
- Department of Surgery, Ascension Saint Agnes Hospital, Baltimore, Maryland, U.S.A
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Rahimi MM, Vakulin A, McEvoy RD, Barnes M, Quinn SJ, Mercer JD, O'Grady A, Antic NA, Catcheside PG. Comparative Effectiveness of Supine Avoidance versus Continuous Positive Airway Pressure for Treating Supine-isolated Sleep Apnea: A Clinical Trial. Ann Am Thorac Soc 2024; 21:308-316. [PMID: 38015501 DOI: 10.1513/annalsats.202309-753oc] [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: 09/01/2023] [Accepted: 11/22/2023] [Indexed: 11/29/2023] Open
Abstract
Rationale: About 20-35% of patients with obstructive sleep apnea (OSA) have supine-isolated OSA, for which supine sleep avoidance could be an effective therapy. However, traditional supine discomfort-based methods show poor tolerance and compliance to treatment and so cannot be recommended. Supine alarm devices show promise, but evidence to support favorable adherence to treatment and effectiveness at reducing excessive daytime sleepiness compared with continuous positive airway pressure (CPAP) remains limited. Objectives: To establish if alarm-based supine-avoidance treatment in patients with supine-isolated OSA is noninferior to CPAP in reducing daytime sleepiness. Methods: After baseline questionnaire administration and in-home supine-time and polysomnography assessments, patients with supine-isolated OSA and Epworth Sleepiness Scale scores ⩾8 were randomized to ⩾6 weeks of supine-avoidance or CPAP treatment, followed by crossover to the remaining treatment with repeat assessments. Noninferiority was assessed from change in Epworth Sleepiness Scale with supine avoidance compared with CPAP using a prespecified noninferiority margin of 1.5. Average nightly treatment use over all nights and treatment efficacy and effectiveness at reducing respiratory disturbances were also compared between treatments. Results: The reduction in sleepiness score with supine avoidance (mean [95% confidence interval], -1.9 [-2.8 to -1.0]) was noninferior to that with CPAP (-2.4 [-3.3 to -1.4]) (supine avoidance-CPAP difference, -0.4 [-1.3 to 0.6]), and the lower confidence limit did not cross the noninferiority margin of 1.5 (P = 0.021). Average treatment use was higher with supine avoidance compared with CPAP (mean ± standard deviation, 5.7 ± 2.4 vs. 3.9 ± 2.7 h/night; P < 0.001). Conclusions: In patients with supine-isolated OSA, vibrotactile supine alarm device therapy is noninferior to CPAP for reducing sleepiness and shows superior treatment adherence. Clinical trial registered with www.anzctr.org.au (ACTRN 12613001242718).
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Affiliation(s)
- Matthew M Rahimi
- Adelaide Institute for Sleep Health, Flinders University, Bedford Park, South Australia, Australia
| | - Andrew Vakulin
- Adelaide Institute for Sleep Health, Flinders University, Bedford Park, South Australia, Australia
| | - R Douglas McEvoy
- Adelaide Institute for Sleep Health, Flinders University, Bedford Park, South Australia, Australia
| | - Maree Barnes
- Institute for Breathing and Sleep, Austin Health, Heidelberg, Victoria, Australia
| | - Stephen J Quinn
- Swinburne University of Technology, Hawthorn, Victoria, Australia; and
| | - Jeremy D Mercer
- Respiratory and Sleep Services, Flinders Medical Centre, Southern Adelaide Local Health Network, Bedford Park, South Australia, Australia
| | - Amanda O'Grady
- Adelaide Institute for Sleep Health, Flinders University, Bedford Park, South Australia, Australia
| | - Nick A Antic
- Adelaide Institute for Sleep Health, Flinders University, Bedford Park, South Australia, Australia
| | - Peter G Catcheside
- Adelaide Institute for Sleep Health, Flinders University, Bedford Park, South Australia, Australia
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Sastow T, Moussa N, Zebovitz E. Controversies in Sleep Apnea. Dent Clin North Am 2024; 68:1-20. [PMID: 37951627 DOI: 10.1016/j.cden.2023.08.003] [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] [Indexed: 11/14/2023]
Abstract
This chapter discusses controversies in diagnosis and management of obstructive sleep apnea (OSA), with particular focus on surgical management to improve quality of life. Though OSA is a complex disorder that affects millions of people worldwide, its management remains controversial among clinicians. Gaps in understanding its pathophysiology, long-term health consequences, diagnostic methods, and treatment strategies exist. While continuous positive airway pressure (CPAP) therapy is considered the gold standard for moderate to severe obstructive sleep apnea (OSA), its adherence rate is often low, and its efficacy in improving outcomes beyond symptom reduction and quality of life improvement is uncertain. As such, surgical intervention may be an alternative for specific patient populations. Additionally, the type of surgical intervention may depend on individual patient needs, anatomic features, as well as preferences.
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Affiliation(s)
- Tal Sastow
- Oral and Maxillofacial Surgery, The Brooklyn Hospital Center, 155 Ashland Pl, Brooklyn, NY 11201, USA.
| | - Nabil Moussa
- Oral and Maxillofacial Surgery, Anne Arundel Medical Center, 4311 Northview Drive, Bowie, MD 20716, USA
| | - Edward Zebovitz
- Oral and Maxillofacial Surgery, Anne Arundel Medical Center, 4311 Northview Drive, Bowie, MD 20716, USA
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Dupuy-McCauley K, Benzo R, Barwise A. Designing a program to support weight loss for patients attending the sleep medicine clinic: a qualitative study. J Clin Sleep Med 2023; 19:459-471. [PMID: 36458729 PMCID: PMC9978432 DOI: 10.5664/jcsm.10354] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Revised: 10/21/2022] [Accepted: 10/21/2022] [Indexed: 12/04/2022]
Abstract
STUDY OBJECTIVES Excess body weight is the most important risk factor in sleep-disordered breathing. Weight loss is a treatment alternative to positive airway pressure therapy, but there is a knowledge gap of what is feasible, acceptable, and sustainable in this population. We seek to add the voices of sleep medicine patients and providers to the medical literature to understand what makes this population unique when considering weight loss, and what we can do differently to create more sustainable weight loss interventions. METHODS We conducted one-on-one semistructured interviews with 12 patients with obstructive sleep apnea/obesity hypoventilation syndrome and obesity and with 9 sleep medicine providers regarding previous weight loss efforts, perceptions of barriers to and facilitators of weight loss, and potential components of a program to support those with sleep apnea and excess weight. RESULTS Patients indicated they appreciated direct conversation with their sleep physician regarding weight loss and providers felt the patient population was generally very receptive to weight loss conversations. Patients emphasized the most important aspects of a future weight loss program would be personalized diet, exercise, accountability, integration of technology, and an individualized approach to addressing the psychological aspects of eating. CONCLUSIONS This is a unique population of patients who are very receptive to conversations about weight loss. We plan to use this data to inform a future weight loss program based in health coaching to address the specific needs of this population. CITATION Dupuy-McCauley K, Benzo R, Barwise A. Designing a program to support weight loss for patients attending the sleep medicine clinic: a qualitative study. J Clin Sleep Med. 2023;19(3):459-471.
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Bamagoos AA, Alshaynawi SA, Gari AS, Badawi AM, Alhiniah MH, Alshahrani AA, Rajab RR, Bahaj RK, Alhejaili F, Wali SO. Optimal positive airway pressure requirement and polysomnography indices of obstructive sleep apnea severity in the Saudi population. Ann Thorac Med 2023; 18:31-38. [PMID: 36968331 PMCID: PMC10034820 DOI: 10.4103/atm.atm_183_22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Accepted: 08/06/2022] [Indexed: 01/26/2023] Open
Abstract
CONTEXT Positive airway pressure (PAP) is the first-line therapy for obstructive sleep apnea (OSA). Overnight PAP titration for determining optimal PAP requirements is expensive and often inconvenient. Prediction of optimal PAP requirements from diagnostic polysomnography via mathematical equations is possible but variable across populations. AIMS We aimed to (1) determine the optimal PAP requirement, (2) determine differences in optimal PAP requirements across OSA severity groups, (3) determine the relationship between optimal PAP requirement and diagnostic polysomnography measurements of OSA severity, and (4) develop a pilot equation to predict the optimal PAP requirement from diagnostic polysomnography in a sample from the Saudi population. METHODS We analyzed records pertaining to adult OSA patients (n = 215; 63% of males) who underwent standardized diagnostic and titration polysomnography in our sleep laboratory between 2015 and 2019. Demographic, anthropometric, and clinical information were also collected for the analysis. Inferential statistics were performed for comparisons between diagnostic and titration studies and between OSA severity groups. Regression analyses were also performed to determine the potential predictors of optimal PAP requirements. Data were presented as the mean (± standard deviation) or median (25th-75th quartiles) according to normality. RESULTS The median optimal PAP requirement was 13 (9-17) cmH2O. The optimal PAP requirement was significantly greater for male versus female participants (14 [10-17] vs. 12 [8-16] cmH2O) and for participants with severe OSA (16 [12-20] cmH2O, n = 119) versus those with moderate (11 [8-14] cmH2O, n = 63) or mild (9 [7-12] cmH2O, n = 33) OSA. When combined, nadir oxygen saturation, oxygen desaturation index, and arousal index could be used to predict the optimal PAP requirement (R 2= 0.39, F = 34.0, P < 0.001). CONCLUSIONS The optimal PAP requirement in the Saudi population is relatively high and directly correlated with OSA severity. Diagnostic polysomnography measurements of OSA severity predicted the optimal PAP requirement in this sample. Prospective validation is warranted.
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Affiliation(s)
- Ahmad A. Bamagoos
- Department of Physiology, Faculty of Medicine in Rabigh, King Abdulaziz University, Jeddah, Saudi Arabia
- Sleep Medicine and Research Centre, King Abdulaziz University Hospital, Jeddah, Saudi Arabia
| | | | - Atheer S. Gari
- Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Atheer M. Badawi
- Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
| | | | | | - Renad R. Rajab
- Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Reem K. Bahaj
- Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Faris Alhejaili
- Sleep Medicine and Research Centre, King Abdulaziz University Hospital, Jeddah, Saudi Arabia
| | - Siraj O. Wali
- Sleep Medicine and Research Centre, King Abdulaziz University Hospital, Jeddah, Saudi Arabia
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Thomas A, Langley R, Pabary R. Feasibility and efficacy of active remote monitoring of home ventilation in pediatrics. Pediatr Pulmonol 2021; 56:3975-3982. [PMID: 34407306 DOI: 10.1002/ppul.25629] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Revised: 08/10/2021] [Accepted: 08/11/2021] [Indexed: 12/30/2022]
Abstract
BACKGROUND Non-invasive positive airway pressure (PAP) therapy is used to treat children with sleep-disordered breathing. Effective management requires good adherence. In response to the problem of reduced adherence over time, a pilot study using ventilators equipped with technology to remotely monitor home adherence was undertaken. METHODS From July 2019, children requiring PAP therapy consented for remote monitoring. Data collected included ventilator usage, apnea-hypopnea index (AHI), and mask leak. Parents were contacted on Days 14, 42, and 90 post-establishment. A proforma was used to assess parental understanding and ways to improve therapy adherence. A parental feedback questionnaire was completed on Day 90 of the study. RESULTS Median nightly PAP usage over 90-day post-establishment was 6.58 h (interquartile range: 2.47-8.62); 60% of patients met criteria for good adherence (>4 h for >70% of nights). There was a decrease in median nightly usage in Week 1 (6.92 h) versus Week 12 (6.15 h), p = 0.04. Mask leak was higher in Week 1 (17.7 L/min) versus Week 12 (14.7 L/min), p = 0.053. There was no significant difference in AHI between Week 1 (2.7/h) versus Week 12 (2.3/h), p = 0.75. 45% of questionnaire respondents felt active remote monitoring positively influenced PAP usage, whilst 84% reported overall satisfaction with PAP therapy. CONCLUSIONS Remote monitoring technology has the potential to guide adjustments in PAP therapy, monitor and improve adherence in children, and reduce the burden of hospital-based review. Preliminary work shows high approval from parents.
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Affiliation(s)
| | - Ross Langley
- Royal Hospital for Children, Glasgow and University of Glasgow, London, UK
| | - Rishi Pabary
- Royal Brompton Hospital, London, UK.,Imperial College, London, UK
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Effects of Continuous Positive Airway Pressure on Cell Adhesion Molecules in Patients with Obstructive Sleep Apnea: A Meta-Analysis. Lung 2021; 199:639-651. [PMID: 34800156 DOI: 10.1007/s00408-021-00487-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Accepted: 10/20/2021] [Indexed: 12/25/2022]
Abstract
PURPOSE Previous studies have confirmed that patients with obstructive sleep apnea (OSA) have higher systemic inflammatory markers, including intercellular adhesion molecule-1(ICAM-1), vascular cell adhesion molecule-1(VCAM-1), and E-selectin compared to control subjects. However, the effects of continuous positive airway pressure (CPAP) therapy on circulating levels of ICAM-1, VCAM-1, and E-selectin in OSA patients remain inconsistent. Therefore, the primary purpose of the present meta-analysis is to estimate the effect of CPAP therapy on these cell adhesion molecules (CAMs) in patients with OSA. METHODS The PubMed, Scopus, Embase, and Cochrane Library databases were searched. The overall effects were measured by the standardized mean difference (SMD) with a 95% confidence interval (CI). A random effects model or a fixed-effects model was used, depending on the heterogeneity of the studies. RESULTS A total of 11 studies were included, comprising 650 OSA patients. The pooled results showed that CPAP therapy significantly decreased ICAM-1 (SMD = - 0.283, 95% CI - 0.464 to - 0.101, p = 0.002) and E-selectin levels (SMD = - 0.349, 95% CI - 0.566 to - 0.133, p = 0.002). In contrast, there was no significant improvement of VCAM-1 levels after CPAP treatment (SMD = - 0.160, 95% CI - 0.641 to 0.320, p = 0.513). CONCLUSIONS Our meta-analysis demonstrated that CPAP treatment significantly decreased the circulating levels of ICAM-1 and E-selectin in OSA patients. Thus, ICAM-1 and E-selectin may be effective markers to evaluate CPAP therapy for reducing OSA cardiovascular risk in clinical practice.
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Zhang XQ, Zhao X, Hong PW, Zhou J, Zeng P, Liu C, Li XY, Zhao Y, Jiang LQ. Change in Quality of Life of OSAHS Patients with Minimally Invasive Surgery or CPAP Therapy: A 2-year Retrospective, Single-center Parallel-group Study. Curr Mol Med 2021; 20:231-239. [PMID: 31595851 DOI: 10.2174/1566524019666191009150734] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2019] [Revised: 09/18/2019] [Accepted: 09/19/2019] [Indexed: 11/22/2022]
Abstract
BACKGROUND By including untreated obstructive sleep apnea-hypopnea syndrome (OSAHS) patients as the control group, this study explores the influence of minimally invasive surgical treatment and continuous positive airway pressure (CPAP) therapy on OSAHS patients, with the subjective and objective performance. The study also discusses their relationship, determines the effect factor, and provides a simple and practical method for evaluation of clinical efficacy. METHODS A total of 90 OSAHS patients, who were diagnosed in the Sleep Disorders Diagnosis and Treatment Center of Sichuan Province from May 2014 to May 2016, were selected for the present study. These patients were divided into three groups: surgery group, CPAP group, and untreated group. These patients were followed up at six months, one year, and two years, respectively. The physiological indicators, clinical symptoms, degree of daytime sleepiness and quality of life were compared among these three groups. The daytime sleepiness and the quality of life before and after minimally invasive surgery and CPAP treatment were evaluated, and the subjective and objective efficacy of surgery and CPAP treatment was explored. RESULTS Among these 90 patients, 11 (12.2%) patients had hypertension, while two (2.2%) patients had diabetes. The average AHI score was 50.53±23.39 per hour, and the mean minimum oxygen saturation and mean oxygen saturation was 71.25±14.16% and 90.13±5.90%, respectively. There were statistically significant differences in mouth breathing, morning sore throat and daytime sleepiness in the group having received surgery at 0.5 year and one year. In the CPAP group, there were statistically significant differences in mouth breathing, morning sore throat and daytime sleepiness at 0.5 year, one year and two years. Moreover, there were statistically significant differences in memory loss at one year and two years, and there were statistically significant differences in frequent nocturia at one year. The ESS value in the surgery group decreased at 0.5 year and one year, but increased at two years. The situation was the same in terms of the total points and in each dimension of the SF-36 paramter. The delta values of ESS among the three groups had statistical significance at 0.5 year, one year and two years, in which the CPAP group experienced the most changes, followed by the surgery group and the group received health education. CONCLUSION For minimally invasive surgery, CPAP therapy and health education can improve daytime sleepiness and quality of life. CPAP therapy was found to be the most effective, followed by minimally invasive surgery and provision of health education. However, the treatment of OSAHS should be comprehensive.
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Affiliation(s)
- Xiao-Qing Zhang
- Department of Occupational Health and Sleep Medicine Center, West China School of Public Health and West China Forth Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Xin Zhao
- West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Pei-Wei Hong
- Department of Geriatrics and Neurology, West China School of Public Health and West China Forth Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Jin Zhou
- Department of Occupational Health and Sleep Medicine Center, West China School of Public Health and West China Forth Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Ping Zeng
- Department of Occupational Health and Sleep Medicine Center, West China School of Public Health and West China Forth Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Cong Liu
- Yangzhou Health Supervision Institute, China
| | - Xiao-Ying Li
- Department of Occupational Health and Sleep Medicine Center, West China School of Public Health and West China Forth Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Yang Zhao
- Department of Occupational Health and Sleep Medicine Center, West China School of Public Health and West China Forth Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Li-Qiong Jiang
- Department of Occupational Health and Sleep Medicine Center, West China School of Public Health and West China Forth Hospital, Sichuan University, Chengdu, Sichuan, China
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Almeneessier AS, Aleissi S, Olaish AH, BaHammam AS. Long-Term Adherence to Positive Airway Pressure Therapy in Saudi Ambulatory Patients with Obesity Hypoventilation Syndrome and Severe Obstructive Sleep Apnea: A One-Year Follow-Up Prospective Observational Study. Nat Sci Sleep 2021; 13:63-74. [PMID: 33469401 PMCID: PMC7813470 DOI: 10.2147/nss.s290349] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Accepted: 12/22/2020] [Indexed: 12/14/2022] Open
Abstract
PURPOSE Long-term studies assessing positive airway pressure (PAP) therapy adherence in patients with obesity hypoventilation (OHS) are limited. The aim of this study was to assess PAP therapy adherence in Arab (Saudi) patients with OHS and an apnea-hypopnea index (AHI) >30/h. METHODS A prospective cohort study of consecutive adult patients diagnosed with OHS between March 2010 and September 2019 was conducted. During the therapeutic sleep study, all OHS patients were started on continuous PAP (CPAP). Patients who failed to maintain oxygen saturation ≥88% despite the elimination of obstructive respiratory events were shifted to bi-level PAP (BPAP). Objective assessment of adherence was performed at 1, 6, and 12 months after initiating PAP therapy. We adopted the American-Thoracic-Society criteria for PAP adherence. RESULTS The study included 101 patients (women = 65 patients) with OHS, an AHI ≥30/h, and a mean age of 54.9 ± 12.7 years. Successful titration on CPAP was achieved in 64.4% of the patients and BPAP was required for 35.6% of the patients who failed CPAP titration. At the end of the study, 43.6% of the patients used PAP therapy in an acceptable manner. Adherence after 1 and 6 months was the only independent predictors of adherence at 12 months. CONCLUSION PAP adherence among Saudi patients with OHS and severe obstructive sleep apnea was relatively low. Almost two-thirds of patients tolerated CPAP titration with the elimination of respiratory events and desaturation. Early adherence to PAP therapy was the only predictor of PAP therapy adherence at the end of the study.
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Affiliation(s)
- Aljohara S Almeneessier
- The University Sleep Disorders Center, Department of Medicine, College of Medicine, King Saud University, Riyadh, Saudi Arabia.,Department of Family and Community Medicine, College of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Salih Aleissi
- The University Sleep Disorders Center, Department of Medicine, College of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Awad H Olaish
- The University Sleep Disorders Center, Department of Medicine, College of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Ahmed S BaHammam
- The University Sleep Disorders Center, Department of Medicine, College of Medicine, King Saud University, Riyadh, Saudi Arabia
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Al-Abri MA, Al-Harmeli A, Al-Habsi M, Jaju D. Acceptance and Compliance of Continuous Positive Airway Pressure in Patients with Obstructive Sleep Apnea: Local Population Survey. Oman Med J 2020; 35:e198. [PMID: 33214912 PMCID: PMC7666761 DOI: 10.5001/omj.2020.94] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2019] [Accepted: 04/29/2020] [Indexed: 01/18/2023] Open
Abstract
Objectives Continuous positive airway pressure (CPAP) compliance of > 4 hours per night has been considered acceptable to achieve clinical improvements in patients with obstructive sleep apnea (OSA). However, the factors determining CPAP adherence are unclear. This study aims to address the issue of acceptance and adherence to CPAP treatment in the Omani population and to determine the factors affecting adherence to CPAP. Methods This retrospective study included adult OSA patients who underwent polysomnography between January 2008 and December 2014 (n = 3046). Demographic information, Epworth Sleepiness Scale (ESS), apnea/hypopnea index (AHI), and desaturation events were collected from the sleep laboratory records. Subjects were grouped as CPAP users and CPAP non-users. CPAP users were divided into compliers (> 4 hours/night) and non-compliers (< 4 hours/night). Student’s t-test was used to find differences in CPAP users and non-users, compliers, and gender differences in CPAP users. The association of CPAP compliers and non-compliers with age, gender, AHI, ESS, and comorbidities were assessed using the chi-square test. Results Out of the 90.0% patients advised CPAP treatment, 34.7% came for regular CPAP follow-up. Total CPAP compliers were 59.3% (n = 274). The CPAP users had higher age, high ESS, baseline AHI, and more oxygen desaturation events than CPAP non-users (p < 0.010). Among the CPAP users, females were significantly older than males and had more oxygen desaturation events. CPAP compliers had significantly higher baseline AHI and more oxygen desaturation events. There was no association between CPAP compliance and age, gender, AHI, ESS, or comorbidities. Conclusions CPAP users and compilers have severe OSA. CPAP acceptance and adherence are suboptimal and could not be predicted by age, gender, AHI, ESS, or comorbidities.
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Affiliation(s)
- Mohammed A Al-Abri
- Sleep Medicine Unit, Department of Clinical Physiology, Sultan Qaboos University Hospital, Muscat, Oman
| | - Ahmed Al-Harmeli
- Sleep Medicine Unit, Department of Clinical Physiology, Sultan Qaboos University Hospital, Muscat, Oman
| | - Mahmoud Al-Habsi
- Sleep Medicine Unit, Department of Clinical Physiology, Sultan Qaboos University Hospital, Muscat, Oman
| | - Deepali Jaju
- Sleep Medicine Unit, Department of Clinical Physiology, Sultan Qaboos University Hospital, Muscat, Oman
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Masa JF, Mokhlesi B, Benítez I, Gomez de Terreros FJ, Sánchez-Quiroga MÁ, Romero A, Caballero-Eraso C, Terán-Santos J, Alonso-Álvarez ML, Troncoso MF, González M, López-Martín S, Marin JM, Martí S, Díaz-Cambriles T, Chiner E, Egea C, Barca J, Vázquez-Polo FJ, Negrín MA, Martel-Escobar M, Barbe F, Corral J. Long-term clinical effectiveness of continuous positive airway pressure therapy versus non-invasive ventilation therapy in patients with obesity hypoventilation syndrome: a multicentre, open-label, randomised controlled trial. Lancet 2019; 393:1721-1732. [PMID: 30935737 DOI: 10.1016/s0140-6736(18)32978-7] [Citation(s) in RCA: 106] [Impact Index Per Article: 17.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2018] [Revised: 10/29/2018] [Accepted: 11/06/2018] [Indexed: 12/14/2022]
Abstract
BACKGROUND Obesity hypoventilation syndrome is commonly treated with continuous positive airway pressure or non-invasive ventilation during sleep. Non-invasive ventilation is more complex and costly than continuous positive airway pressure but might be advantageous because it provides ventilatory support. To date there have been no long-term trials comparing these treatment modalities. We therefore aimed to determine the long-term comparative effectiveness of both treatment modalities. METHODS We did a multicentre, open-label, randomised controlled trial at 16 clinical sites in Spain. We included patients aged 15-80 years with untreated obesity hypoventilation syndrome and an apnoea-hypopnoea index of 30 or more events per h. We randomly assigned patients, using simple randomisation through an electronic database, to receive treatment with either non-invasive ventilation or continuous positive airway pressure. Both investigators and patients were aware of the treatment allocation. The research team was not involved in deciding hospital treatment, duration of treatment in the hospital, and adjustment of medications, as well as adjudicating cardiovascular events or cause of mortality. Treating clinicians from the routine care team were not aware of the treatment allocation. The primary outcome was the number of hospitalisation days per year. The analysis was done according to the intention-to-treat principle. This study is registered with ClinicalTrials.gov, number NCT01405976. FINDINGS From May 4, 2009, to March 25, 2013, 100 patients were randomly assigned to the non-invasive ventilation group and 115 to the continuous positive airway pressure group, of which 97 patients in the non-invasive ventilation group and 107 in the continuous positive airway pressure group were included in the analysis. The median follow-up was 5·44 years (IQR 4·45-6·37) for all patients, 5·37 years (4·36-6·32) in the continuous positive airway pressure group, and 5·55 years (4·53-6·50) in the non-invasive ventilation group. The mean hospitalisation days per patient-year were 1·63 (SD 3·74) in the continuous positive airway pressure group and 1·44 (3·07) in the non-invasive ventilation group (adjusted rate ratio 0·78, 95% CI 0·34-1·77; p=0·561). Adverse events were similar between both groups. INTERPRETATION In stable patients with obesity hypoventilation syndrome and severe obstructive sleep apnoea, non-invasive ventilation and continuous positive airway pressure have similar long-term effectiveness. Given that continuous positive airway pressure has lower complexity and cost, continuous positive airway pressure might be the preferred first-line positive airway pressure treatment modality until more studies become available. FUNDING Instituto de Salud Carlos III, Spanish Respiratory Foundation, and Air Liquide Spain.
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Affiliation(s)
- Juan F Masa
- Respiratory Department, San Pedro de Alcántara Hospital, Cáceres, Spain; CIBER de enfermedades respiratorias (CIBERES), Madrid, Spain; Instituto Universitario de Investigación Biosanitaria de Extremadura (INUBE), Cáceres, Spain.
| | - Babak Mokhlesi
- Department of Medicine, University of Chicago, Chicago, IL, USA
| | - Iván Benítez
- Respiratory Department, Institut de Recerca Biomédica de LLeida (IRBLLEIDA), Lleida, Spain; CIBER de enfermedades respiratorias (CIBERES), Madrid, Spain
| | - Francisco Javier Gomez de Terreros
- Respiratory Department, San Pedro de Alcántara Hospital, Cáceres, Spain; CIBER de enfermedades respiratorias (CIBERES), Madrid, Spain; Instituto Universitario de Investigación Biosanitaria de Extremadura (INUBE), Cáceres, Spain
| | - Maria Ángeles Sánchez-Quiroga
- Respiratory Department, Virgen del Puerto Hospital, Plasencia, Cáceres, Spain; CIBER de enfermedades respiratorias (CIBERES), Madrid, Spain; Instituto Universitario de Investigación Biosanitaria de Extremadura (INUBE), Cáceres, Spain
| | - Auxiliadora Romero
- CIBER de enfermedades respiratorias (CIBERES), Madrid, Spain; Unidad Médico-Quirúrgica de Enfermedades Respiratorias, Instituto de Biomedicina de Sevilla (IBiS), Hospital Universitario Virgen del Rocío, Universidad de Sevilla, Sevilla, Spain
| | - Candela Caballero-Eraso
- CIBER de enfermedades respiratorias (CIBERES), Madrid, Spain; Unidad Médico-Quirúrgica de Enfermedades Respiratorias, Instituto de Biomedicina de Sevilla (IBiS), Hospital Universitario Virgen del Rocío, Universidad de Sevilla, Sevilla, Spain
| | - Joaquin Terán-Santos
- CIBER de enfermedades respiratorias (CIBERES), Madrid, Spain; Respiratory Department, University Hospital, Burgos, Spain
| | - Maria Luz Alonso-Álvarez
- CIBER de enfermedades respiratorias (CIBERES), Madrid, Spain; Respiratory Department, University Hospital, Burgos, Spain
| | - Maria F Troncoso
- CIBER de enfermedades respiratorias (CIBERES), Madrid, Spain; Respiratory Department, IIS Fundación Jiménez Díaz, Madrid, Spain
| | - Mónica González
- Respiratory Department, Valdecilla Hospital, Santander, Spain
| | | | - José M Marin
- CIBER de enfermedades respiratorias (CIBERES), Madrid, Spain; Respiratory Department, Miguel Servet Hospital, Zaragoza, Spain
| | - Sergi Martí
- CIBER de enfermedades respiratorias (CIBERES), Madrid, Spain; Respiratory Department, Valld'Hebron Hospital, Barcelona, Spain
| | - Trinidad Díaz-Cambriles
- CIBER de enfermedades respiratorias (CIBERES), Madrid, Spain; Respiratory Department, Doce de Octubre Hospital, Madrid, Spain
| | - Eusebi Chiner
- Respiratory Department, San Juan Hospital, Alicante, Spain
| | - Carlos Egea
- CIBER de enfermedades respiratorias (CIBERES), Madrid, Spain; Respiratory Department, Alava University Hospital IRB, Vitoria, Spain
| | - Javier Barca
- Instituto Universitario de Investigación Biosanitaria de Extremadura (INUBE), Cáceres, Spain; Nursing Department, Extremadura University, Cáceres, Spain
| | | | - Miguel A Negrín
- Department of Quantitative Methods, Las Palmas de Gran Canarias University Canary Islands, Spain
| | - María Martel-Escobar
- Department of Quantitative Methods, Las Palmas de Gran Canarias University Canary Islands, Spain
| | - Ferran Barbe
- Respiratory Department, Institut de Recerca Biomédica de LLeida (IRBLLEIDA), Lleida, Spain; CIBER de enfermedades respiratorias (CIBERES), Madrid, Spain
| | - Jaime Corral
- Respiratory Department, San Pedro de Alcántara Hospital, Cáceres, Spain; CIBER de enfermedades respiratorias (CIBERES), Madrid, Spain; Instituto Universitario de Investigación Biosanitaria de Extremadura (INUBE), Cáceres, Spain
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Almeneessier AS, Almousa Y, Hammad O, Olaish AH, ALAnbay ET, BaHammam AS. Long-term adherence to continuous positive airway pressure in patients with rapid eye movement-only obstructive sleep apnea: a prospective cohort study. J Thorac Dis 2017; 9:3755-3765. [PMID: 29268383 DOI: 10.21037/jtd.2017.09.57] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Background Obstructive sleep apnea (OSA) during rapid eye movement (REM) sleep is a special form of OSA that occurs predominantly during REM sleep. No study has assessed the long-term adherence to continuous positive airway pressure (CPAP) among patients with REM-only OSA. To objectively assess the long-term adherence to CPAP therapy among patients with REM-predominant (REM-only) OSA. Methods This was a prospective observational cohort study that included consecutive patients who were diagnosed with OSA. Patients were divided into the following two groups: (I) REM-only OSA [an apnea hypopnea index (AHI) of ≥5, with a REM-AHI/NREM-AHI of >2, an NREM-AHI of <15, and a minimum of 15 min of REM-sleep duration], and (II) non-stage specific OSA. Follow-up was performed at 1, 6 and 12 months after the initiation of CPAP-therapy. Results The study included 175 patients; 30 met the criteria for REM-only OSA, and the remaining patients constituted the non-stage specific OSA group. The number of hours of CPAP use per day was significantly lower in the REM-only OSA group at 1, 6 and 12 months compared to the non-stage specific OSA group. At 12 months, the number of hours used per day was 3.8±1.8 and 5.1±2.1 hours in the REM-only and non-stage specific OSA groups, respectively (P=0.003). Approximately 80% of the enrolled participants in both groups were still using CPAP at the end of the study; 23.3% of REM-only OSA patients met the criteria for good adherence (>4 hours/day), and 56.7% met the criteria for partial adherence. Conclusions CPAP adherence is lower among patients with REM-only OSA compared to patients with non-stage specific OSA.
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Affiliation(s)
- Aljohara S Almeneessier
- Department of Family Medicine and Community, Department of Medicine, College of Medicine, King Saud University, Saudi Arabia
| | - Yasser Almousa
- University Sleep Disorders Center, Department of Medicine, College of Medicine, King Saud University, Saudi Arabia
| | - Omeima Hammad
- University Sleep Disorders Center, Department of Medicine, College of Medicine, King Saud University, Saudi Arabia
| | - Awad H Olaish
- University Sleep Disorders Center, Department of Medicine, College of Medicine, King Saud University, Saudi Arabia
| | - Eiman T ALAnbay
- University Sleep Disorders Center, Department of Medicine, College of Medicine, King Saud University, Saudi Arabia
| | - Ahmed S BaHammam
- University Sleep Disorders Center, Department of Medicine, College of Medicine, King Saud University, Saudi Arabia
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13
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Hoet F, Libert W, Sanida C, Van den Broecke S, Bruyneel AV, Bruyneel M. Telemonitoring in continuous positive airway pressure-treated patients improves delay to first intervention and early compliance: a randomized trial. Sleep Med 2017; 39:77-83. [PMID: 29157591 DOI: 10.1016/j.sleep.2017.08.016] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2017] [Revised: 07/29/2017] [Accepted: 08/04/2017] [Indexed: 12/21/2022]
Abstract
OBJECTIVE Telemonitoring (TM) has been used in continuous positive airway pressure (CPAP)-treated patients to improve compliance, but results have been inconsistent. The purpose of this study was to assess the impact of TM on the delay to the first technical intervention after CPAP initiation. The impact of TM on mean compliance during the first 3 months of treatment was measured as a secondary outcome. METHODS Patients diagnosed with moderate to severe obstructive sleep apnea syndrome were prospectively included and randomized to receive usual care (UC) or TM. In both arms, an educational session was scheduled 1 month after CPAP initiation, and medical visits were planned after 1.5 and 3 months. In the TM arm, we added a universal TM unit (T4P) to the CPAP device. RESULTS Delay to first intervention was significantly shorter in the TM group (29 ± 25 vs 47 ± 30 days, p = 0.02). The first intervention in the TM group was motivated by detection of problems by the TM system in 39% of patients. Compliance at 3 months was significantly better in the TM group (5.7 ± 1.6 vs 4.2 ± 1.9 h/night, p = 0.018). CONCLUSION This is the first randomized study showing that TM reduces delay to first technical intervention in CPAP-treated patients. This early activation of troubleshooting was associated with improved compliance at 3 months. Since CPAP side effects at 1 month have been shown to predict lower 12-month CPAP compliance, TM seems to be an excellent tool for improvement of long-term CPAP acceptance.
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Affiliation(s)
- F Hoet
- Department of Pulmonary Medicine, Saint-Pierre University Hospital, Brussels, Belgium; Université Libre de Bruxelles, Brussels, Belgium
| | - W Libert
- Department of Pulmonary Medicine, Saint-Pierre University Hospital, Brussels, Belgium; Université Libre de Bruxelles, Brussels, Belgium
| | - C Sanida
- Department of Pulmonary Medicine, Saint-Pierre University Hospital, Brussels, Belgium; Université Libre de Bruxelles, Brussels, Belgium
| | - S Van den Broecke
- Department of Pulmonary Medicine, Saint-Pierre University Hospital, Brussels, Belgium; Université Libre de Bruxelles, Brussels, Belgium
| | | | - M Bruyneel
- Department of Pulmonary Medicine, Saint-Pierre University Hospital, Brussels, Belgium; Université Libre de Bruxelles, Brussels, Belgium.
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14
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Rotenberg BW, Murariu D, Pang KP. Trends in CPAP adherence over twenty years of data collection: a flattened curve. J Otolaryngol Head Neck Surg 2016; 45:43. [PMID: 27542595 PMCID: PMC4992257 DOI: 10.1186/s40463-016-0156-0] [Citation(s) in RCA: 470] [Impact Index Per Article: 52.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2016] [Accepted: 08/11/2016] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Obstructive sleep apnea (OSA) is a common disorder, and continuous airway positive pressure (CPAP) is considered to be the gold standard of therapy. CPAP however is known to have problems with adherence, with many patients eventually abandoning the device. The purpose of this paper is to assess secular trends in CPAP adherence over the long term to see if there have been meaningful improvements in adherence in light of the multiple interventions proposed to do so. METHODS A comprehensive systematic literature review was conducted using the Medline-Ovid, Embase, and Pubmed databases, searching for data regarding CPAP adherence over a twenty year timeframe (1994-2015). Data was assessed for quality and then extracted. The main outcome measure was reported CPAP non-adherence. Secondary outcomes included changes in CPAP non-adherence when comparing short versus long-term, and changes in terms of behavioral counseling. RESULTS Eighty-two papers met study inclusion/exclusion criteria. The overall CPAP non-adherence rate based on a 7-h/night sleep time that was reported in studies conducted over the twenty year time frame was 34.1 %. There was no significant improvement over the time frame. Behavioral intervention improved adherence rates by ~1 h per night on average. CONCLUSIONS The rate of CPAP adherence remains persistently low over twenty years worth of reported data. No clinically significant improvement in CPAP adherence was seen even in recent years despite efforts toward behavioral intervention and patient coaching. This low rate of adherence is problematic, and calls into question the concept of CPAP as gold-standard of therapy for OSA.
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Affiliation(s)
- Brian W Rotenberg
- Department of Otolaryngology - Head and Neck Surgery, Western University, London, ON, Canada
| | - Dorian Murariu
- Department of Otolaryngology - Head and Neck Surgery, Western University, London, ON, Canada
| | - Kenny P Pang
- Asia Sleep Centre, Paragon, 290, Orchard Road, Unit 18-04, Singapore, 238859, Singapore.
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15
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Ayers CM, Lohia S, Nguyen SA, Gillespie MB. The Effect of Upper Airway Surgery on Continuous Positive Airway Pressure Levels and Adherence: A Systematic Review and Meta-Analysis. ORL J Otorhinolaryngol Relat Spec 2016; 78:119-25. [PMID: 27050814 DOI: 10.1159/000442023] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2015] [Accepted: 10/26/2015] [Indexed: 11/19/2022]
Abstract
UNLABELLED Background /Aims: The aim of this study was to determine the effect of upper airway surgery (UAS) on continuous positive airway pressure (CPAP). A secondary objective was to determine if a decrease in CPAP from UAS increases CPAP adherence. METHODS Studies were eligible for inclusion if a CPAP titration was performed both prior and following UAS in patients with obstructive sleep apnea (OSA). Studies that compared adherence to CPAP before and after UAS were included to evaluate the secondary objective. RESULTS A total of 11 articles involving 323 patients were included in the review. The results show that there was a mean reduction in CPAP of 1.40 cm H2O (95% CI -2.08 to -0.73). Four of the 11 papers, with a total of 80 patients, evaluated CPAP adherence and found a significant 0.62-hour improvement on average (95% CI 0.22-1.01). CONCLUSION Due to high levels of nonadherence, surgical intervention will play a role even in patients who are unlikely to be fully cured by surgery. UAS decreases the apnea-hypopnea index and modestly reduces CPAP while improving CPAP adherence in the majority of patients. The evidence suggests that UAS may have an adjunctive role in the management of OSA.
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Affiliation(s)
- Christopher M Ayers
- Department of Otolaryngology - Head and Neck Surgery, Medical University of South Carolina, Charleston, S.C., USA
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