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Bailly S, Mendelson M, Baillieul S, Tamisier R, Pépin JL. The Future of Telemedicine for Obstructive Sleep Apnea Treatment: A Narrative Review. J Clin Med 2024; 13:2700. [PMID: 38731229 PMCID: PMC11084346 DOI: 10.3390/jcm13092700] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Revised: 04/24/2024] [Accepted: 04/30/2024] [Indexed: 05/13/2024] Open
Abstract
Obstructive sleep apnea is a common type of sleep-disordered breathing associated with multiple comorbidities. Nearly a billion people are estimated to have obstructive sleep apnea, which carries a substantial economic burden, but under-diagnosis is still a problem. Continuous positive airway pressure (CPAP) is the first-line treatment for OSAS. Telemedicine-based interventions (TM) have been evaluated to improve access to diagnosis, increase CPAP adherence, and contribute to easing the follow-up process, allowing healthcare facilities to provide patient-centered care. This narrative review summarizes the evidence available regarding the potential future of telemedicine in the management pathway of OSA. The potential of home sleep studies to improve OSA diagnosis and the importance of remote monitoring for tracking treatment adherence and failure and to contribute to developing patient engagement tools will be presented. Further studies are needed to explore the impact of shifting from teleconsultations to collaborative care models where patients are placed at the center of their care.
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Affiliation(s)
- Sébastien Bailly
- HP2 Laboratory, Inserm U1300, Grenoble Alps University, 38000 Grenoble, France; (S.B.); (M.M.); (S.B.); (R.T.)
| | - Monique Mendelson
- HP2 Laboratory, Inserm U1300, Grenoble Alps University, 38000 Grenoble, France; (S.B.); (M.M.); (S.B.); (R.T.)
| | - Sébastien Baillieul
- HP2 Laboratory, Inserm U1300, Grenoble Alps University, 38000 Grenoble, France; (S.B.); (M.M.); (S.B.); (R.T.)
| | - Renaud Tamisier
- HP2 Laboratory, Inserm U1300, Grenoble Alps University, 38000 Grenoble, France; (S.B.); (M.M.); (S.B.); (R.T.)
| | - Jean-Louis Pépin
- HP2 Laboratory, Inserm U1300, Grenoble Alps University, 38000 Grenoble, France; (S.B.); (M.M.); (S.B.); (R.T.)
- Laboratoire EFCR, CHU de Grenoble, CS10217, 38043 Grenoble, France
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2
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Schindhelm F, Oldenburg O, Fox H, Bitter T. Measurement of peripheral arterial tone to detect sleep-disordered breathing in patients with heart failure. Sleep Breath 2024; 28:339-347. [PMID: 37749330 DOI: 10.1007/s11325-023-02923-z] [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: 06/22/2023] [Revised: 09/03/2023] [Accepted: 09/11/2023] [Indexed: 09/27/2023]
Abstract
PURPOSE Sleep-disordered breathing is highly prevalent in patients with heart failure and is related to increased mortality and morbidity. The gold standard for sleep diagnostic is polysomnography in a sleep laboratory. Measurement of peripheral arterial tone with a wrist-worn diagnostic device is a promising method to detect sleep-disordered breathing without major technical effort. METHODS We prospectively enrolled patients with heart failure with reduced ejection fraction for measurement of the peripheral arterial tone and polysomnography simultaneously during one night in the sleep laboratory. Raw data of polysomnography was analyzed blindly by sleep core lab personnel and compared with automatic algorithm-based sleep results of measurement of the peripheral arterial tone. RESULTS A total of 25 patients provided comparable sleep results. All patients had sleep-disordered breathing and were identified by measurement of the peripheral arterial tone. The comparison of apnea-hypopnea index between peripheral arterial tone 38.8 ± 17.4/h and polysomnography 44.5 ± 17.9/h revealed a bias of - 5.7 ± 9.8/h with limits of agreement of ± 19.2/h in Bland-Altman analysis but showed high and significant Pearson correlation (r = 0.848, p < 0.001). CONCLUSION The findings suggest that measurement of the peripheral arterial tone may be useful to identify sleep-disordered breathing in patients with heart failure with reduced ejection fraction.
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Affiliation(s)
- Florian Schindhelm
- Klinik für Allgemeine und Interventionelle Kardiologie/Angiologie, Herz- und Diabeteszentrum Nordrhein-Westfalen, Universitätsklinik der Ruhr-Universität Bochum, Georgstr. 11, 32545, Bad Oeynhausen, Germany
- Klinik für Kardiologie und Angiologie, Universitätsklinikum Essen, Hufelandstr. 55, 45147, Essen, Germany
| | - Olaf Oldenburg
- Klinik für Kardiologie, Clemenshospital Münster, Düesbergweg 124, 48153, Münster, Germany
| | - Henrik Fox
- Klinik für Allgemeine und Interventionelle Kardiologie/Angiologie, Herz- und Diabeteszentrum Nordrhein-Westfalen, Universitätsklinik der Ruhr-Universität Bochum, Georgstr. 11, 32545, Bad Oeynhausen, Germany
| | - Thomas Bitter
- Klinik für Pneumologie und Beatmungsmedizin (Medizinische Klinik VII), Städtisches Klinikum Braunschweig, Salzdahlumer Straße 90, 38126, Braunschweig, Germany.
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Lechat B, Scott H, Manners J, Adams R, Proctor S, Mukherjee S, Catcheside P, Eckert DJ, Vakulin A, Reynolds AC. Multi-night measurement for diagnosis and simplified monitoring of obstructive sleep apnoea. Sleep Med Rev 2023; 72:101843. [PMID: 37683555 DOI: 10.1016/j.smrv.2023.101843] [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: 04/30/2023] [Revised: 07/13/2023] [Accepted: 08/21/2023] [Indexed: 09/10/2023]
Abstract
Substantial night-to-night variability in obstructive sleep apnoea (OSA) severity has raised misdiagnosis and misdirected treatment concerns with the current prevailing single-night diagnostic approach. In-home, multi-night sleep monitoring technology may provide a feasible complimentary diagnostic pathway to improve both the speed and accuracy of OSA diagnosis and monitor treatment efficacy. This review describes the latest evidence on night-to-night variability in OSA severity, and its impact on OSA diagnostic misclassification. Emerging evidence for the potential impact of night-to-night variability in OSA severity to influence important health risk outcomes associated with OSA is considered. This review also characterises emerging diagnostic applications of wearable and non-wearable technologies that may provide an alternative, or complimentary, approach to traditional OSA diagnostic pathways. The required evidence to translate these devices into clinical care is also discussed. Appropriately sized randomised controlled trials are needed to determine the most appropriate and effective technologies for OSA diagnosis, as well as the optimal number of nights needed for accurate diagnosis and management. Potential risks versus benefits, patient perspectives, and cost-effectiveness of these novel approaches should be carefully considered in future trials.
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Affiliation(s)
- Bastien Lechat
- Flinders Health and Medical Research Institute/Adelaide Institute for Sleep Health, Flinders University, Australia.
| | - Hannah Scott
- Flinders Health and Medical Research Institute/Adelaide Institute for Sleep Health, Flinders University, Australia
| | - Jack Manners
- Flinders Health and Medical Research Institute/Adelaide Institute for Sleep Health, Flinders University, Australia
| | - Robert Adams
- Flinders Health and Medical Research Institute/Adelaide Institute for Sleep Health, Flinders University, Australia
| | - Simon Proctor
- Flinders Health and Medical Research Institute/Adelaide Institute for Sleep Health, Flinders University, Australia
| | - Sutapa Mukherjee
- Flinders Health and Medical Research Institute/Adelaide Institute for Sleep Health, Flinders University, Australia
| | - Peter Catcheside
- Flinders Health and Medical Research Institute/Adelaide Institute for Sleep Health, Flinders University, Australia
| | - Danny J Eckert
- Flinders Health and Medical Research Institute/Adelaide Institute for Sleep Health, Flinders University, Australia
| | - Andrew Vakulin
- Flinders Health and Medical Research Institute/Adelaide Institute for Sleep Health, Flinders University, Australia
| | - Amy C Reynolds
- Flinders Health and Medical Research Institute/Adelaide Institute for Sleep Health, Flinders University, Australia
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Tanaka N, Okada M, Tanaka K, Onishi T, Hirao Y, Harada S, Kawahira M, Koyama Y, Fujii K, Watanabe H, Okamura A, Sakata Y, Iwakura K. Sleep apnea severity in patients undergoing atrial fibrillation ablation: Home sleep apnea-test and polysomnography comparison. J Arrhythm 2023; 39:523-530. [PMID: 37560275 PMCID: PMC10407183 DOI: 10.1002/joa3.12869] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 04/16/2023] [Accepted: 05/01/2023] [Indexed: 08/11/2023] Open
Abstract
BACKGROUND Sleep apnea (SA) is highly prevalent and should be treated in patients referred for catheter ablation (CA) of atrial fibrillation (AF). Watch-type peripheral arterial tonometry (WP) for home SA testing has demonstrated a high correlation of the apnea-hypopnea index (AHI) with Polysomnography (PSG), but the evidence of its accuracy in AF patients is not adequate. METHODS This study was conducted under a retrospective, single-center, observational design. We included 464 consecutive AF patients (age 65 ± 11 years, 76.5% male, 45.0% paroxysmal-AF) who received both WP and PSG during the periprocedural period of the CA. We compared the AHI using the WP (WP-AHI) to that using PSG (PSG-AHI). RESULTS The WP-AHI was 25.9 ± 12.7 and PSG-AHI 31.4 ± 18.9 (r = .48). Among 325 patients with a WP-AHI < 30, 116 (35.7%) exhibited a PSG-AHI ≥ 30. Only 12.5% of the patients were indicated for continuous positive airway pressure (CPAP) treatment only by the WP-AHI, while 70.9% were indicated for CPAP by the PSG-AHI according to the Japanese health insurance system. The best cut-off value of the WP-AHI was 18.1 to predict a PSG-AHI ≥ 20 with an area under the curve of 0.72 (95% confidence interval, 0.67-0.76). CONCLUSIONS The WP-AHI and PSG-AHI were weakly correlated in AF patients receiving CA. About one-third of the patients with moderate SA using the WP was diagnosed with severe SA evaluated by PSG. The majority required PSG for the CPAP indication.
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Affiliation(s)
- Nobuaki Tanaka
- Cardiovascular CenterSakurabashi‐Watanabe HospitalOsakaJapan
| | - Masato Okada
- Cardiovascular CenterSakurabashi‐Watanabe HospitalOsakaJapan
| | - Koji Tanaka
- Cardiovascular CenterSakurabashi‐Watanabe HospitalOsakaJapan
| | | | - Yuko Hirao
- Cardiovascular CenterSakurabashi‐Watanabe HospitalOsakaJapan
| | - Shinichi Harada
- Cardiovascular CenterSakurabashi‐Watanabe HospitalOsakaJapan
| | | | - Yasushi Koyama
- Cardiovascular CenterSakurabashi‐Watanabe HospitalOsakaJapan
| | - Kenshi Fujii
- Cardiovascular CenterSakurabashi‐Watanabe HospitalOsakaJapan
| | | | | | - Yasushi Sakata
- Department of Cardiovascular MedicineOsaka University Graduate School of MedicineSuitaJapan
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Röcken J, Schumann DM, Herrmann MJ, Veitz S, Franchetti L, Grize L, Strobel W, Jahn K, Tamm M, Stolz D. Peripheral arterial tonometry versus polysomnography in suspected obstructive sleep apnoea. Eur J Med Res 2023; 28:251. [PMID: 37481575 PMCID: PMC10362713 DOI: 10.1186/s40001-023-01164-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Accepted: 06/11/2023] [Indexed: 07/24/2023] Open
Abstract
BACKGROUND Polysomnography (PSG) is the gold standard for the diagnosis of obstructive sleep apnoea (OSA). Home sleep apnoea testing with peripheral arterial tonometry (PAT) is a recommended diagnostic alternative for patients with an increased risk for OSA. In a large clinical cohort, we investigated concordance and predictors for discordance in diagnosing OSA using PAT and PSG, and three-year cardiovascular risk in patients with discordant OSA diagnosis. METHODS Retrospective monocentric cohort study. Patients with a PAT AHI ≥ 5/h followed by an in-hospital PSG within three months were included. All patients with a PAT AHI ≥ 5/h but a PSG AHI < 5/h were classified as discordant. Patients with PAT and PSG AHI ≥ 5/h were classified as concordant. To ascertain cardiovascular risk, major adverse cardiovascular events (MACE) were analyzed in discordant patients and sex, age, body mass index (BMI) and cardiovascular disease-matched concordant patients over a follow-up time of 3.1 ± 0.06 years. RESULTS A total of 940 patients, 66% male with an average age of 55 ± 0.4 years and BMI of 31 ± 0.2 kg/m2 were included. Agreement in OSA diagnosis was observed in 80% of patients (55% in mild and 86% in moderate and severe OSA). Factors significantly associated with a discordant diagnosis were female sex, younger age and lower BMI, but not comorbidities. There was no significant difference in MACE (p = 0.920) between discordant patients (n = 155) and matched concordant patients (n = 274) with or without therapy. CONCLUSIONS Concordance between PAT and PSG diagnosis of sleep apnoea is good, particularly in moderate and severe OSA. Predictors for discordant results between PAT and PSG were age, sex and BMI. MACE risk is similar in those with OSA diagnosed by PAT or PSG.
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Affiliation(s)
- Jonathan Röcken
- Clinic of Respiratory Medicine and Pulmonary Cell Research, University Hospital of Basel, Basel, Switzerland
| | - Desiree M Schumann
- Clinic of Respiratory Medicine and Pulmonary Cell Research, University Hospital of Basel, Basel, Switzerland
| | - Matthias J Herrmann
- Clinic of Respiratory Medicine and Pulmonary Cell Research, University Hospital of Basel, Basel, Switzerland
| | - Simon Veitz
- Clinic of Respiratory Medicine and Pulmonary Cell Research, University Hospital of Basel, Basel, Switzerland
| | - Léo Franchetti
- Clinic of Respiratory Medicine and Pulmonary Cell Research, University Hospital of Basel, Basel, Switzerland
| | - Leticia Grize
- Clinic of Respiratory Medicine and Pulmonary Cell Research, University Hospital of Basel, Basel, Switzerland
| | - Werner Strobel
- Clinic of Respiratory Medicine and Pulmonary Cell Research, University Hospital of Basel, Basel, Switzerland
| | - Kathleen Jahn
- Clinic of Respiratory Medicine and Pulmonary Cell Research, University Hospital of Basel, Basel, Switzerland
| | - Michael Tamm
- Clinic of Respiratory Medicine and Pulmonary Cell Research, University Hospital of Basel, Basel, Switzerland
| | - Daiana Stolz
- Clinic of Respiratory Medicine and Pulmonary Cell Research, University Hospital of Basel, Basel, Switzerland.
- Department of Clinical Research, University Hospital Basel and University of Basel, Basel, Switzerland.
- Department of Pneumology, Medical Center - University of Freiburg, Faculty of Medicine - University of Freiburg, Freiburg, Germany.
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Mills EW, Cassidy M, Sofer T, Tadros T, Zei P, Sauer W, Romero J, Martin D, Antman EM, Javaheri S. Evaluation of obstructive sleep apnea among consecutive patients with all patterns of atrial fibrillation using WatchPAT home sleep testing. Am Heart J 2023; 261:95-103. [PMID: 37019195 DOI: 10.1016/j.ahj.2023.03.014] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Revised: 03/27/2023] [Accepted: 03/29/2023] [Indexed: 05/26/2023]
Abstract
BACKGROUND Atrial fibrillation (AF) is the most common arrhythmia encountered in clinical practice and is associated with significant morbidity, mortality, and financial burden. Obstructive sleep apnea (OSA) is more common in individuals with AF and may impair the efficacy of rhythm control strategies including catheter ablation. However, the prevalence of undiagnosed OSA in all-comers with AF is unknown. DESIGN This pragmatic, phase IV prospective cohort study will test 250-300 consecutive ambulatory AF patients with all patterns of atrial fibrillation (paroxysmal, persistent, and long-term persistent) and no prior sleep testing for OSA using the WatchPAT system, a disposable home sleep test (HST). The primary outcome of the study is the prevalence of undiagnosed OSA in all-comers with atrial fibrillation. RESULTS Preliminary results from the initial pilot enrollment of approximately 15% (N = 38) of the planned sample size demonstrate a 79.0% prevalence of at least mild (AHI≥5) OSA or greater in consecutively enrolled patient with all patterns of AF. CONCLUSIONS We report the design, methodology, and preliminary results of our study to define the prevalence of OSA in AF patients. This study will help inform approaches to OSA screening in patients with AF for which there is currently little practical guidance. CLINICAL TRIAL REGISTRATION NCT05155813.
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Affiliation(s)
- Eric W Mills
- Division of Cardiology, Massachusetts General Hospital, Boston MA
| | - Michael Cassidy
- Division of Sleep Medicine, Brigham and Women's Hospital, Boston MA
| | - Tamar Sofer
- Division of Sleep Medicine, Brigham and Women's Hospital, Boston MA
| | - Thomas Tadros
- Cardiovascular Division, Brigham and Women's Hospital, Boston MA
| | - Paul Zei
- Cardiovascular Division, Brigham and Women's Hospital, Boston MA
| | - William Sauer
- Cardiovascular Division, Brigham and Women's Hospital, Boston MA
| | - Jorge Romero
- Cardiovascular Division, Brigham and Women's Hospital, Boston MA
| | - David Martin
- Cardiovascular Division, Brigham and Women's Hospital, Boston MA
| | - Elliott M Antman
- Cardiovascular Division, Brigham and Women's Hospital, Boston MA
| | - Sogol Javaheri
- Division of Sleep Medicine, Brigham and Women's Hospital, Boston MA.
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Herberts MB, Morgenthaler TI. Documentation of polysomnographic and home sleep apnea test interpretations: room for improvement? J Clin Sleep Med 2023; 19:1043-1049. [PMID: 36740919 PMCID: PMC10235711 DOI: 10.5664/jcsm.10460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Revised: 01/23/2023] [Accepted: 01/23/2023] [Indexed: 02/07/2023]
Abstract
STUDY OBJECTIVES Obstructive sleep apnea (OSA), a heterogeneous disorder with many different presentations, is diagnosed with sleep studies. In standard clinical practice, test data are reviewed and scored, and interpretations are documented. Little standardization exists regarding what should be included in interpretations. We aimed to determine how consistently the documented interpretation included references to study quality parameters and accepted disease phenotypes. METHODS This study was performed at a single academic center in January 2021. From the literature, we formulated a list of test and titration quality criteria and OSA phenotypes that should be reflected in study interpretations, including total recording time, total sleep time, positionality, and supine rapid eye movement (REM) sleep during titration. We retrospectively reviewed the documentation of sleep studies to determine how often these factors were reflected in interpretation reports or clinical notes. RESULTS Of 134 patients in the study, 81 were diagnosed with OSA. A finding of inadequate total recording time during polysomnography or total sleep time on home sleep apnea testing was most often not documented. Positionality of OSA was not documented in 33% of applicable studies. The absence of supine REM sleep during positive airway pressure titration was not mentioned in 15% of interpretations. CONCLUSIONS The documentation of quality concerns and clinically important OSA phenotypes in interpretations was inconsistent. Documentation of meaningful test quality information and sleep apnea phenotypes might be improved with report standardization or by developing enhanced data displays. CITATION Herberts MB, Morgenthaler TI. Documentation of polysomnographic and home sleep apnea test interpretations: room for improvement? J Clin Sleep Med. 2023;19(6):1043-1049.
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Affiliation(s)
- Michelle B. Herberts
- Division of Pulmonary and Critical Care Medicine, Mayo Clinic School of Graduate Medical Education, Mayo Clinic College of Medicine and Science, Rochester, Minnesota
| | - Timothy I. Morgenthaler
- Center for Sleep Medicine, Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, Minnesota
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Betz K, Verhaert DVM, Gawalko M, Hermans ANL, Habibi Z, Pluymaekers NAHA, van der Velden RMJ, Homberg M, Philippens S, Hereijgers MJM, Vorstermans B, Simons SO, den Uijl DW, Chaldoupi SM, Luermans JGLM, Westra SW, Lankveld T, van Steenwijk RP, Hol B, Schotten U, Vernooy K, Hendriks JM, Linz D. Atrial fibrillation-specific refinement of the STOP-Bang sleep apnoea screening questionnaire: insights from the Virtual-SAFARI study. Clin Res Cardiol 2023; 112:834-845. [PMID: 36773038 PMCID: PMC10241725 DOI: 10.1007/s00392-023-02157-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Accepted: 01/10/2023] [Indexed: 02/12/2023]
Abstract
BACKGROUND Sleep-disordered breathing (SDB) is prevalent in up to 50% of patients referred for atrial fibrillation (AF) catheter ablation (CA). Currently, it remains unclear how to improve pre-selection for SDB screening in patients with AF. AIM We aimed to (1) assess the accuracy of the STOP-Bang screening questionnaire for detection of SDB within an AF population referred for CA; (2) derive a refined, AF-specific SDB score to improve pre-selection. METHODS Consecutive AF patients referred for CA without a history of SDB and/or SDB screening were included. Patients were digitally referred to the previously implemented Virtual-SAFARI SDB screening and management pathway including a home sleep test. An apnoea-hypopnoea index (AHI) of ≥ 15 was interpreted as moderate-to-severe SDB. Logistic regression analysis was used to assess characteristics associated with moderate-to-severe SDB to refine pre-selection for SDB screening. RESULTS Of 206 included patients, 51% were diagnosed with moderate-to-severe SDB. The STOP-Bang questionnaire performed poorly in detecting SDB, with an area under the receiver operating characteristic curve (AUROC) of 0.647 (95% Confidence-Interval (CI) 0.573-0.721). AF-specific refinement resulted in the BOSS-GAP score. Therein, BMI with cut-off point ≥ 27 kg/m2 and previous stroke or transient ischaemic attack (TIA) were added, while tiredness and neck circumference were removed. The BOSS-GAP score performed better with an AUROC of 0.738 (95% CI 0.672-0.805) in the overall population. CONCLUSION AF-specific refinement of the STOP-Bang questionnaire moderately improved detection of SDB in AF patients referred for CA. Whether questionnaires bring benefits for pre-selection of SDB compared to structural screening in patients with AF requires further studies. TRIAL REGISTRATION NUMBER ISOLATION was registered NCT04342312, 13-04-2020.
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Affiliation(s)
- Konstanze Betz
- Department of Cardiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre, P. Debyelaan 25, 6229 HX, Maastricht, The Netherlands
- Department of Internal Medicine, Eifelklinik St. Brigida GmbH & Co. KG, Kammerbruchstraße 8, 52152, Simmerath, Germany
| | - Dominique V M Verhaert
- Department of Cardiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre, P. Debyelaan 25, 6229 HX, Maastricht, The Netherlands
- Department of Cardiology, Radboud University Medical Center and Radboud Institute for Health Sciences, Geert Grooteplein Zuid 10, 6525 GA, Nijmegen, The Netherlands
| | - Monika Gawalko
- Department of Cardiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre, P. Debyelaan 25, 6229 HX, Maastricht, The Netherlands
- 1St Department of Cardiology, Doctoral School, Medical University of Warsaw, Żwirki i Wigury 61, 02-091, Warsaw, Poland
- Institute of Pharmacology, West German Heart and Vascular Centre, University Duisburg-Essen, Forsthausweg 2, 47057, Duisburg, Germany
| | - Astrid N L Hermans
- Department of Cardiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre, P. Debyelaan 25, 6229 HX, Maastricht, The Netherlands
| | - Zarina Habibi
- Department of Cardiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre, P. Debyelaan 25, 6229 HX, Maastricht, The Netherlands
- Department of Cardiology, Radboud University Medical Center and Radboud Institute for Health Sciences, Geert Grooteplein Zuid 10, 6525 GA, Nijmegen, The Netherlands
| | - Nikki A H A Pluymaekers
- Department of Cardiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre, P. Debyelaan 25, 6229 HX, Maastricht, The Netherlands
| | - Rachel M J van der Velden
- Department of Cardiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre, P. Debyelaan 25, 6229 HX, Maastricht, The Netherlands
| | - Marloes Homberg
- Department of Anesthesiology, Maastricht University Medical Center, P. Debyelaan 25, 6229 HX, Maastricht, The Netherlands
| | - Suzanne Philippens
- Department of Cardiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre, P. Debyelaan 25, 6229 HX, Maastricht, The Netherlands
| | - Maartje J M Hereijgers
- Department of Cardiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre, P. Debyelaan 25, 6229 HX, Maastricht, The Netherlands
- Department of Respiratory Medicine, Maastricht University Medical Centre, P. Debyelaan 25, 6229 HX, Maastricht, The Netherlands
| | - Bianca Vorstermans
- Department of Cardiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre, P. Debyelaan 25, 6229 HX, Maastricht, The Netherlands
| | - Sami O Simons
- Department of Cardiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre, P. Debyelaan 25, 6229 HX, Maastricht, The Netherlands
- Department of Respiratory Medicine, Maastricht University Medical Centre, P. Debyelaan 25, 6229 HX, Maastricht, The Netherlands
| | - Dennis W den Uijl
- Department of Cardiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre, P. Debyelaan 25, 6229 HX, Maastricht, The Netherlands
| | - Sevasti-Maria Chaldoupi
- Department of Cardiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre, P. Debyelaan 25, 6229 HX, Maastricht, The Netherlands
| | - Justin G L M Luermans
- Department of Cardiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre, P. Debyelaan 25, 6229 HX, Maastricht, The Netherlands
| | - Sjoerd W Westra
- Department of Cardiology, Radboud University Medical Center and Radboud Institute for Health Sciences, Geert Grooteplein Zuid 10, 6525 GA, Nijmegen, The Netherlands
| | - Theo Lankveld
- Department of Cardiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre, P. Debyelaan 25, 6229 HX, Maastricht, The Netherlands
| | | | - Bernard Hol
- Netherland Sleep Institute, Computerweg 4, 3821 AB, Amersfoort, The Netherlands
| | - Ulrich Schotten
- Department of Cardiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre, P. Debyelaan 25, 6229 HX, Maastricht, The Netherlands
| | - Kevin Vernooy
- Department of Cardiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre, P. Debyelaan 25, 6229 HX, Maastricht, The Netherlands
- Department of Cardiology, Radboud University Medical Center and Radboud Institute for Health Sciences, Geert Grooteplein Zuid 10, 6525 GA, Nijmegen, The Netherlands
| | - Jeroen M Hendriks
- Centre for Heart Rhythm Disorders, University of Adelaide and Royal Adelaide Hospital, Port Rd, Adelaide, SA, 5000, Australia
- Caring Futures Institute, College of Nursing and Health Sciences, Flinders University, Sturt Rd, Bedford Park, Adelaide, SA, 5042, Australia
| | - Dominik Linz
- Department of Cardiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre, P. Debyelaan 25, 6229 HX, Maastricht, The Netherlands.
- Department of Cardiology, Radboud University Medical Center and Radboud Institute for Health Sciences, Geert Grooteplein Zuid 10, 6525 GA, Nijmegen, The Netherlands.
- Centre for Heart Rhythm Disorders, University of Adelaide and Royal Adelaide Hospital, Port Rd, Adelaide, SA, 5000, Australia.
- Caring Futures Institute, College of Nursing and Health Sciences, Flinders University, Sturt Rd, Bedford Park, Adelaide, SA, 5042, Australia.
- Department of Biomedical Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Nørregade 10, 1165, Copenhagen, Denmark.
- Maastricht UMC+, Maastricht Heart+Vascular Center, 6202 AZ, Maastricht, The Netherlands.
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Vermeer J, Vinck T, de Louw B, Slingerland S, van 't Veer M, Regis M, Jansen JM, van den Heuvel E, Dekker L. Improving outcomes of AF ablation by integrated personalized lifestyle interventions: rationale and design of the prevention to improve outcomes of PVI (POP) trial. Clin Res Cardiol 2023:10.1007/s00392-023-02185-5. [PMID: 37000245 DOI: 10.1007/s00392-023-02185-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Accepted: 03/20/2023] [Indexed: 04/01/2023]
Abstract
Progression of atrial fibrillation (AF) and outcomes of ablation therapy are strongly affected by modifiable risk factors. Although previous studies show beneficial effects of modifying single risk factors, there is lack of evidence from randomized controlled trials on the effects of integrated AF lifestyle programmes. The POP trial is designed to evaluate the clinical outcomes of a dedicated nurse-led AF lifestyle outpatient clinic in patients with symptomatic AF. This study is a prospective, 1:1 randomized, single centre, investigator-initiated clinical trial in 150 patients with paroxysmal or persistent AF referred for a first pulmonary vein isolation (PVI). Prior to the ablation, patients in the intervention group receive a personalized risk factor treatment programme in a specialized, protocolized, nurse-led outpatient clinic. Patient education and durable lifestyle management is promoted with an e-health platform. Patients in the control group receive standard care by cardiologists before ablation. The primary endpoint is the number of hospitalizations for re-ablation and cardioversion, with a follow-up of 12 months after ablation. Secondary endpoints include mortality, number of acute ischemic events, stroke or hospitalizations for heart failure, quality of life, number of ablations cancelled because of symptom reduction, and ablation success rate at 12 months. Determinants of patient and staff experience are explored and a cost-effectiveness analysis is included. The POP trial will help ascertain the efficacy and cost-effectiveness of an integrated technology-supported lifestyle therapy in patients with symptomatic AF. The trial is funded by the Netherlands Organisation for Health Research and Development [10070012010001]. Home sleep apnoea testing devices were provided by Itamar Medical, Ltd.ClinicalTrials.gov Identifier NCT05148338. AF atrial fibrillation, OSA obstructive sleep apnoea, PFA pulsed field ablation, PVI pulmonary vein isolation.
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Affiliation(s)
- Jasper Vermeer
- Department of Cardiology, Catharina Hospital Eindhoven, Michelangelolaan 2, 5623 EJ, Eindhoven, The Netherlands.
- Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands.
| | - Tineke Vinck
- Department of Cardiology, Catharina Hospital Eindhoven, Michelangelolaan 2, 5623 EJ, Eindhoven, The Netherlands
| | - Bianca de Louw
- Department of Cardiology, Catharina Hospital Eindhoven, Michelangelolaan 2, 5623 EJ, Eindhoven, The Netherlands
| | - Stacey Slingerland
- Department of Cardiology, Catharina Hospital Eindhoven, Michelangelolaan 2, 5623 EJ, Eindhoven, The Netherlands
| | - Marcel van 't Veer
- Department of Cardiology, Catharina Hospital Eindhoven, Michelangelolaan 2, 5623 EJ, Eindhoven, The Netherlands
- Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands
| | - Marta Regis
- Department of Mathematics and Computer Science, Eindhoven University of Technology, Eindhoven, The Netherlands
| | | | - Edwin van den Heuvel
- Department of Mathematics and Computer Science, Eindhoven University of Technology, Eindhoven, The Netherlands
| | - Lukas Dekker
- Department of Cardiology, Catharina Hospital Eindhoven, Michelangelolaan 2, 5623 EJ, Eindhoven, The Netherlands
- Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands
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Meidan R, Elalouf O, Tauman R, Furer V, Polachek A, Wollman J, Eviatar T, Zisapel M, Levartovsky D, Seyman E, Elkayam O, Paran D. Systemic Lupus Erythematous and Obstructive Sleep Apnea: A Possible Association. Life (Basel) 2023; 13:life13030697. [PMID: 36983852 PMCID: PMC10053665 DOI: 10.3390/life13030697] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Revised: 02/27/2023] [Accepted: 03/02/2023] [Indexed: 03/08/2023] Open
Abstract
Marked fatigue is common in patients with systemic lupus erythematosus (SLE). This study aimed to assess the association of sleep disorders, including obstructive sleep apnea (OSA), with SLE. Forty-two consecutive patients with SLE and 20 healthy controls were recruited and underwent a one-night ambulatory sleep examination. They completed questionnaires, including the Pittsburgh Sleep Quality Index (PSQI) and Functional Assessment of Chronic Illness Therapy (FACIT). SLE disease activity and damage were assessed by the SLE Disease Activity Index 2000 (SLEDAI-2K) and the Systemic Lupus International Collaborating Clinics/American College of Rheumatology (SLICC/ACR) damage index (SDI). A significantly increased apnea/hypopnea index was noted in the SLE group compared to healthy controls (p = 0.004). SLE patients had higher rates of moderate-to-severe OSA (p = 0.04), PSQI (p = 0.001), and FACIT scores (p = 0.0008). Multivariate analysis revealed that the SDI was associated with OSA (p = 0.03). There was a positive association between SLEDAI-2K and moderate-to-severe OSA (p = 0.03). Patients with SLE had an increased prevalence of OSA and poorer quality of sleep compared to healthy controls. Our findings suggest that active disease and accumulated damage may be associated with OSA. These findings highlight the importance of identifying the presence of OSA in patients with SLE.
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Affiliation(s)
- Roni Meidan
- Department of Rheumatology, Tel Aviv Sourasky Medical Center, Tel Aviv 6423906, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
- Correspondence:
| | - Ofir Elalouf
- Department of Rheumatology, Tel Aviv Sourasky Medical Center, Tel Aviv 6423906, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Riva Tauman
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
- Sleep Medicine Center, Tel Aviv Sourasky Medical Center, Tel Aviv 6423906, Israel
| | - Victoria Furer
- Department of Rheumatology, Tel Aviv Sourasky Medical Center, Tel Aviv 6423906, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Ari Polachek
- Department of Rheumatology, Tel Aviv Sourasky Medical Center, Tel Aviv 6423906, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Jonathan Wollman
- Department of Rheumatology, Tel Aviv Sourasky Medical Center, Tel Aviv 6423906, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Tali Eviatar
- Department of Rheumatology, Tel Aviv Sourasky Medical Center, Tel Aviv 6423906, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Michael Zisapel
- Department of Rheumatology, Tel Aviv Sourasky Medical Center, Tel Aviv 6423906, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
| | - David Levartovsky
- Department of Rheumatology, Tel Aviv Sourasky Medical Center, Tel Aviv 6423906, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Estelle Seyman
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
- Department of Neurology, Tel Aviv Sourasky Medical Center, Tel Aviv 6423906, Israel
| | - Ori Elkayam
- Department of Rheumatology, Tel Aviv Sourasky Medical Center, Tel Aviv 6423906, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Daphna Paran
- Department of Rheumatology, Tel Aviv Sourasky Medical Center, Tel Aviv 6423906, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
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11
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Javaid A, Zghyer F, Kim C, Spaulding EM, Isakadze N, Ding J, Kargillis D, Gao Y, Rahman F, Brown DE, Saria S, Martin SS, Kramer CM, Blumenthal RS, Marvel FA. Medicine 2032: The future of cardiovascular disease prevention with machine learning and digital health technology. Am J Prev Cardiol 2022; 12:100379. [PMID: 36090536 PMCID: PMC9460561 DOI: 10.1016/j.ajpc.2022.100379] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Revised: 08/21/2022] [Accepted: 08/28/2022] [Indexed: 11/30/2022] Open
Abstract
Machine learning (ML) refers to computational algorithms that iteratively improve their ability to recognize patterns in data. The digitization of our healthcare infrastructure is generating an abundance of data from electronic health records, imaging, wearables, and sensors that can be analyzed by ML algorithms to generate personalized risk assessments and promote guideline-directed medical management. ML's strength in generating insights from complex medical data to guide clinical decisions must be balanced with the potential to adversely affect patient privacy, safety, health equity, and clinical interpretability. This review provides a primer on key advances in ML for cardiovascular disease prevention and how they may impact clinical practice.
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12
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New diagnostic tools to screen and assess a still too underestimated disease: the role of the wrist-worn peripheral arterial tonometry device—a systematic review. Sleep Breath 2022; 27:817-828. [DOI: 10.1007/s11325-022-02700-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Revised: 08/14/2022] [Accepted: 08/15/2022] [Indexed: 10/15/2022]
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Ichikawa M, Akiyama T, Tsujimoto Y, Anan K, Yamakawa T, Terauchi Y. Diagnostic accuracy of home sleep apnea testing using peripheral arterial tonometry for sleep apnea: A systematic review and meta-analysis. J Sleep Res 2022; 31:e13682. [PMID: 35793907 DOI: 10.1111/jsr.13682] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Revised: 06/06/2022] [Accepted: 06/14/2022] [Indexed: 11/29/2022]
Abstract
This study aimed to evaluate the diagnostic accuracy of home sleep apnea testing using peripheral arterial tonometry for sleep apnea as an alternative to polysomnography. We conducted a systematic review and meta-analysis of observational studies, randomized controlled trials, and diagnostic case-control studies examining the diagnostic accuracy of peripheral arterial tonometry by searching the CENTRAL, MEDLINE, EMBASE, ICTRP and ClinicalTrials.gov databases on 5 October 2021. We assessed the risk of bias of the included studies using the Quality Assessment of Diagnostic Accuracy Studies-2 tool. A bivariate random-effects model was generated to derive the summary point estimates of sensitivity and specificity with 95% confidence intervals at different apnea-hypopnea index cutoffs. This meta-analysis included 13 studies (1227 participants, median prevalence of sleep apnea with apnea-hypopnea index ≥ 5 events per hr: 85%). The risk of bias in the included studies was low to moderate. The pooled sensitivity and specificity estimates were 96% (95% confidence interval: 93%-97%) and 44% (95% confidence interval: 32%-56%) at apnea-hypopnea index ≥ 5 events per hr, 88% (85%-91%) and 74% (63%-83%) at apnea-hypopnea index ≧ 15 events per hr, and 80% (66%-89%) and 90% (83%-95%) at apnea-hypopnea index ≧ 30 events per hr, respectively. Peripheral arterial tonometry resulted in a significant number of false negatives and false positives at any apnea-hypopnea index cutoff when applied to the median prevalence setting of the included studies. The inadequate sensitivity and specificity of peripheral arterial tonometry render it an unsuitable alternative to polysomnography for detecting sleep apnea for apnea-hypopnea index ≧ 5, 15 and 30 events per hr.
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Affiliation(s)
- Masahiro Ichikawa
- Department of Endocrinology and Diabetes, Yokohama City University Medical Center, Yokohama, Japan
| | - Tomoaki Akiyama
- Department of Endocrinology and Diabetes, Yokohama City University Medical Center, Yokohama, Japan
| | | | - Keisuke Anan
- Division of Respiratory Medicine, Saiseikai Kumamoto Hospital, Kumamoto, Japan
| | - Tadashi Yamakawa
- Department of Endocrinology and Diabetes, Yokohama City University Medical Center, Yokohama, Japan
| | - Yasuo Terauchi
- Department of Endocrinology and Metabolism, Yokohama City University School of Medicine, Yokohama, Japan
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14
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de Heide J, Kock-Cordeiro DB, Bhagwandien RE, Hoogendijk MG, van der Meer KC, Wijchers SA, Szili-Torok T, Zijlstra F, Lenzen MJ, Yap SC. Impact of undiagnosed obstructive sleep apnea on atrial fibrillation recurrence following catheter ablation (OSA-AF study). IJC HEART & VASCULATURE 2022; 40:101014. [PMID: 35663451 PMCID: PMC9157450 DOI: 10.1016/j.ijcha.2022.101014] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Revised: 03/15/2022] [Accepted: 03/20/2022] [Indexed: 12/14/2022]
Affiliation(s)
- John de Heide
- Department of Cardiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Danielle B.M. Kock-Cordeiro
- Department of Intensive Care/Home Mechanical Ventilation and Pulmonology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Rohit E. Bhagwandien
- Department of Cardiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Mark G. Hoogendijk
- Department of Cardiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Koen C. van der Meer
- Department of Cardiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Sip A. Wijchers
- Department of Cardiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Tamas Szili-Torok
- Department of Cardiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Felix Zijlstra
- Department of Cardiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Mattie J. Lenzen
- Department of Cardiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Sing-Chien Yap
- Department of Cardiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
- Corresponding author at: Department of Cardiology, Erasmus MC, University Medical Center Rotterdam, Dr. Molewaterplein 40, 3015 GD, Rotterdam, the Netherlands.
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15
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Massie F, Van Pee B, Bergmann J. Correlations between home sleep apnea tests and polysomnography outcomes do not fully reflect the diagnostic accuracy of these tests. J Clin Sleep Med 2022; 18:871-876. [PMID: 34710039 PMCID: PMC8883090 DOI: 10.5664/jcsm.9744] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
STUDY OBJECTIVES The clinical performance of home sleep apnea tests (HSATs) can be described by their (diagnostic) accuracy, defined as the percentage agreement with the obstructive sleep apnea severity category (normal, mild, moderate, and severe) based on polysomnography. Rather than reporting on accuracy, there has been a strong reliance in the literature to report correlation coefficients between the apnea-hypopnea index of HSATs and polysomnography to support claims of diagnostic performance. This is surprising, as it has been well described that correlation coefficients are inadequate to evaluate equivalence between 2 parameters. The aim of this study was to systematically investigate the magnitude of the discrepancies between correlation coefficients and diagnostic accuracy reported in or retrievable from HSAT validation studies. METHODS We compared the discrepancy between accuracy and apnea-hypopnea index correlation coefficients of all validation papers that met the inclusion criteria. A total of 20 papers were retained, representing a participant pool of 1,652. RESULTS The weighted average apnea-hypopnea index correlation across all 20 papers was 0.82 and the weighted average accuracy was 0.61, highlighting a discrepancy of 0.21 and an overall misdiagnosis rate of 39%. CONCLUSIONS The results of our study confirm the need for increased scientific rigor in selecting primary performance endpoints to support clinical performance claims of HSATs. CITATION Massie F, Van Pee B, Bergmann J. Correlations between home sleep apnea tests and polysomnography outcomes do not fully reflect the diagnostic accuracy of these tests. J Clin Sleep Med. 2022;18(3):871-876.
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Affiliation(s)
- Frederik Massie
- Address correspondence to: Frederik Massie, MSc, Natural Interaction Lab, Department of Engineering, Thom Building, University of Oxford, Parks Road, Oxford OX1 3PJ, United Kingdom;
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16
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Del Campo F, Arroyo CA, Zamarrón C, Álvarez D. Diagnosis of Obstructive Sleep Apnea in Patients with Associated Comorbidity. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2022; 1384:43-61. [PMID: 36217078 DOI: 10.1007/978-3-031-06413-5_4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Obstructive sleep apnea (OSA) is a heterogeneous disease with many physiological implications. OSA is associated with a great diversity of diseases, with which it shares common and very often bidirectional pathophysiological mechanisms, leading to significantly negative implications on morbidity and mortality. In these patients, underdiagnosis of OSA is high. Concerning cardiorespiratory comorbidities, several studies have assessed the usefulness of simplified screening tests for OSA in patients with hypertension, COPD, heart failure, atrial fibrillation, stroke, morbid obesity, and in hospitalized elders.The key question is whether there is any benefit in the screening for the existence of OSA in patients with comorbidities. In this regard, there are few studies evaluating the performance of the various diagnostic procedures in patients at high risk for OSA. The purpose of this chapter is to review the existing literature about diagnosis in those diseases with a high risk for OSA, with special reference to artificial intelligence-related methods.
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Affiliation(s)
- Félix Del Campo
- Pneumology Department, Río Hortega University Hospital, Valladolid, Spain
- Biomedical Engineering Group (GIB), University of Valladolid, Valladolid, Spain
- Centro de Investigación Biomédica en Red en Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN). Instituto de Salud Carlos III, Madrid, Spain
| | - C Ainhoa Arroyo
- Pneumology Department, Río Hortega University Hospital, Valladolid, Spain
| | - Carlos Zamarrón
- Division of Respiratory Medicine, Hospital Clínico Universitario, Santiago de Compostela, Spain
| | - Daniel Álvarez
- Pneumology Department, Río Hortega University Hospital, Valladolid, Spain.
- Biomedical Engineering Group (GIB), University of Valladolid, Valladolid, Spain.
- Centro de Investigación Biomédica en Red en Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN). Instituto de Salud Carlos III, Madrid, Spain.
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Pillar G, Berall M, Berry RB, Etzioni T, Henkin Y, Hwang D, Marai I, Shehadeh F, Manthena P, Rama A, Spiegel R, Penzel T, Tauman R. Detection of Common Arrhythmias by the Watch-PAT: Expression of Electrical Arrhythmias by Pulse Recording. Nat Sci Sleep 2022; 14:751-763. [PMID: 35478721 PMCID: PMC9038202 DOI: 10.2147/nss.s359468] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Accepted: 04/11/2022] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND The WatchPAT (WP) device was shown to be accurate for the diagnosis of sleep apnea and is widely used worldwide as an ambulatory diagnostic tool. While it records peripheral arterial tone (PAT) and not electrocardiogram (ECG), the ability of it to detect arrhythmias is unknown and was not studied previously. Common arrhythmias such as atrial fibrillation (AF) or premature beats may be uniquely presented while recording PAT/pulse wave. PURPOSE To examine the potential detection of common arrhythmias by analyzing the PAT amplitude and pulse rate/volume changes. PATIENTS AND METHODS Patients with suspected sleep disordered breathing (SDB) were recruited with preference for patients with previously diagnosed AF or congestive heart failure (CHF). They underwent simultaneous WP and PSG studies in 11 sleep centers. A novel algorithm was developed to detect arrhythmias while measuring PAT and was tested on these patients. Manual scoring of ECG channel (recorded as part of the PSG) was blinded to the automatically analyzed WP data. RESULTS A total of 84 patients aged 57±16 (54 males) participated in this study. Their BMI was 30±5.7Kg/m2. Of them, 41 had heart failure (49%) and 17 (20%) had AF. The sensitivity and specificity of the WP to detect AF segments (of at least 60 seconds) were 0.77 and 0.99, respectively. The correlation between the WP derived detection of premature beats (events/min) to that of the PSG one was 0.98 (p<0.001). CONCLUSION The novel automatic algorithm of the WP can reasonably detect AF and premature beats. We suggest that when the algorithm raises a flag for arrhythmia, the patients should shortly undergo ECG and/or Holter ECG study.
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Affiliation(s)
- Giora Pillar
- Sleep Laboratory, Carmel Medical Center and Technion Faculty of Medicine, Haifa, Israel
| | - Murray Berall
- Center of Sleep and Chronobiology, University of Toronto, Toronto, ON, Canada
| | - Richard B Berry
- UF Health Sleep Center, University of Florida, Gainesville, FL, USA
| | - Tamar Etzioni
- Sleep Laboratory, Carmel Medical Center and Technion Faculty of Medicine, Haifa, Israel
| | - Yaakov Henkin
- Cardiology Department, Soroka Medical Center, Be'er Sheva, Israel
| | - Dennis Hwang
- Kaiser Permanente San Bernardino County Medical Center, Fontana, CA, USA
| | - Ibrahim Marai
- Cardiology Department, Rambam Medical Center, Haifa, Israel.,Baruch Padeh Medical Center and the Azrieli Faculty of Medicine in the Galilee, Poriya, Israel
| | | | - Prasanth Manthena
- Sleep clinic, Kaiser Permanente Los Angeles Medical Center, Los Angeles, CA, USA
| | - Anil Rama
- Sleep Clinic, Kaiser Permanente San Jose Medical Center, San Jose, CA, USA
| | - Rebecca Spiegel
- Department of Neurology and Sleep Center, Stony Brook University Hospital, Stony Brook, NY, USA
| | - Thomas Penzel
- Charite Universitätsmedizin Berlin, Sleep Medicine Center, Berlin, Germany
| | - Riva Tauman
- Sleep Disorders Center, Tel Aviv Sourasky Medical Center and Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
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Iftikhar IH, Finch CE, Shah AS, Augunstein CA, Ioachimescu OC. A meta-analysis of diagnostic test performance of peripheral arterial tonometry studies. J Clin Sleep Med 2021; 18:1093-1102. [PMID: 34879903 DOI: 10.5664/jcsm.9808] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
STUDY OBJECTIVES The objective of this meta-analysis was to analyze agreement in apnea-hypopnea index (AHI) determination between peripheral arterial tonometry (PAT) and polysomnography (PSG) studies. METHODS Mean AHI bias and standard deviation (SD) extracted from Bland-Altman plots reported in studies was pooled in a meta-analysis, which was then used to calculate percentage errors of limit agreement (PE) in AHI determination by PAT using PSG AHI as the reference. Individual participant data (where reported in studies) was used to compute Cohen's kappa to assess agreement between PSG and PAT on sleep apnea severity and also for computing sensitivity and specificity of PAT at different AHI thresholds using PSG AHI as the reference. RESULTS From 17 studies and 1318 participants (all underwent simultaneous PSG and WatchPAT), a pooled mean AHI bias of 0.30 (standard error (SE) 0.74) and a WatchPAT AHI PE of 230% was calculated. Meta-analysis of Cohen's kappa for agreement between PSG and WatchPAT studies for classifying patients with no sleep apnea, mild, moderate or severe sleep apnea severity was 0.45 (SE 0.06), 0.29 (SE 0.05), 0.25 (SE 0.07) and 0.64 (SE 0.05), respectively. At AHI thresholds 5, 15 and 30, WatchPAT studies showed pooled sensitivities and specificities of 94.11% and 43.47%, 92.21% and 72.39% and 74.11% and 87.10%, respectively. Likelihood ratios were not significant at any AHI threshold. CONCLUSIONS The results of this meta-analysis suggest clinically significant discordance between WatchPAT and PSG measurements of AHI, significant sleep apnea severity misclassification by PAT studies and also poor diagnostic test performance.
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Affiliation(s)
- Imran H Iftikhar
- Department of Medicine, Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, Emory University School of Medicine.,Department of Medicine, Sleep Medicine Center, Atlanta Veterans Affairs Medical Center
| | - Christina E Finch
- Department of Medicine, Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, Emory University School of Medicine
| | - Amit S Shah
- Department of Medicine, Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, Emory University School of Medicine
| | - Cheryl A Augunstein
- Department of Medicine, Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, Emory University School of Medicine
| | - Octavian C Ioachimescu
- Department of Medicine, Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, Emory University School of Medicine.,Department of Medicine, Sleep Medicine Center, Atlanta Veterans Affairs Medical Center
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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 2021; 26:1641-1647. [PMID: 34826058 PMCID: PMC8617356 DOI: 10.1007/s11325-021-02527-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [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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Mittal S, Golombeck D, Pimienta J. Sleep Apnoea and AF: Where Do We Stand? Practical Advice for Clinicians. Arrhythm Electrophysiol Rev 2021; 10:140-146. [PMID: 34777817 PMCID: PMC8576511 DOI: 10.15420/aer.2021.05] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Accepted: 07/08/2021] [Indexed: 12/14/2022] Open
Abstract
AF is the most common sustained arrhythmia encountered in clinical practice. Among the largest contributing factors to the rapid increase in the incidence of AF are aging and obesity within the global population. Obstructive sleep apnoea (OSA) is a risk factor for AF that is clearly linked to obesity. Guidelines have advocated interrogation for clinical signs of OSA in all AF patients. The aim of this article is to provide practical advice for clinicians seeking to manage patients with AF and OSA. The authors discuss questionnaires to screen for OSA, various types of tests available for the diagnosis of OSA and data to assess the impact of treatment of OSA after various treatment options in AF patients. Finally, they outline the many areas that warrant further investigation in this patient population.
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Affiliation(s)
- Suneet Mittal
- Snyder Center for Comprehensive Atrial Fibrillation, Paramus, NJ, US.,Valley Health System, Ridgewood, NJ, US
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21
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Schnall RP, Sheffy JK, Penzel T. Peripheral arterial tonometry-PAT technology. Sleep Med Rev 2021; 61:101566. [PMID: 34920273 DOI: 10.1016/j.smrv.2021.101566] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Revised: 10/09/2021] [Accepted: 10/31/2021] [Indexed: 10/19/2022]
Abstract
PAT Technology is a plethysmographic based measurement method which facilitates the accurate recording of the pulsatile volume changes of the arteries of peripheral vascular beds at the distal end of the fingers over sustained periods of time. It represents a departure from previously available plethysmographic methods, in so far as it applies a uniform pressure field which completely envelopes the measured part of a digit, including its distal-most tip. Applying near diastolic blood pressure levels of pressure within the PAT probe optimizes the dynamic range of the signal, prevents confounding veno-arteriolar reflex vasoconstriction at the measurement site, reduces respiratory and movement artifacts and thus facilitates accurate long term measurement. The vascular bed of the distal phalanx of the finger is a major site of sympathetic nervous system mediated vasoconstrictor activity, and the PAT response to sympathetic changes provides a platform for accurate and robust measurement in a number of sleep and sleep related clinical areas, foremost as a patient friendly and extensively validated home sleep testing device.
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Affiliation(s)
| | | | - Thomas Penzel
- Interdisciplinary Sleep Medicine Center, Charite Universitätsmedizin Berlin, Berlin, Germany.
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22
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Verhaert DVM, Betz K, Gawałko M, Hermans ANL, Pluymaekers NAHA, van der Velden RMJ, Philippens S, Vorstermans B, Simons SO, den Uijl DW, Chaldoupi SM, Luermans JGLM, Westra SW, Lankveld T, Kadhim K, Pepin JL, van Steenwijk RP, Hol B, Schotten U, Sanders P, Vernooy K, Hendriks JM, Linz D. A VIRTUAL Sleep Apnoea management pathway For the work-up of Atrial fibrillation patients in a digital Remote Infrastructure: VIRTUAL-SAFARI. Europace 2021; 24:565-575. [PMID: 34718525 DOI: 10.1093/europace/euab229] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Accepted: 08/10/2021] [Indexed: 11/14/2022] Open
Abstract
AIMS In atrial fibrillation (AF) patients, untreated sleep-disordered breathing (SDB) is associated with lower success rates of rhythm control strategies and as such structured SDB testing is recommended. Herein, we describe the implementation of a virtual SDB management pathway in an AF outpatient clinic and examine the utility and feasibility of this new approach. METHODS AND RESULTS Prospectively, consecutive AF patients accepted for AF catheter ablation procedures without previous diagnosis of SDB were digitally referred to a virtual SDB management pathway and instructed to use WatchPAT-ONE (ITAMAR) for one night. Results were automatically transferred to a virtual sleep laboratory, upon which a teleconsultation with a sleep physician was planned. Patient experience was measured using surveys. SDB testing was performed in 119 consecutive patients scheduled for AF catheter ablation procedures. The median time from digital referral to finalization of the sleep study report was 18 [11-24] days. In total, 65 patients (55%) were diagnosed with moderate-to-severe SDB. Patients with SDB were prescribed more cardiovascular drugs and had higher body mass indices (BMI, 29 ± 3.3 vs. 27 ± 4.4kg/m2, P < 0.01). Patients agreed that WatchPAT-ONE was easy to use (91%) and recommended future use of this virtual pathway in AF outpatient clinics (86%). Based on this remote SDB testing, SDB treatment was recommended in the majority of patients. CONCLUSION This novel virtual AF management pathway allowed remote SDB testing in AF outpatient clinics with a short time to diagnosis and high patient satisfaction. Structured SDB testing results in a high detection of previously unknown SDB in AF patients scheduled for AF ablation.
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Affiliation(s)
- Dominique V M Verhaert
- Department of Cardiology, Maastricht University Medical Centre and Cardiovascular Research Institute Maastricht, Maastricht, The Netherlands.,Department of Cardiology, Radboud University Medical Center and Radboud Institute for Health Sciences, Nijmegen, The Netherlands
| | - Konstanze Betz
- Department of Cardiology, Maastricht University Medical Centre and Cardiovascular Research Institute Maastricht, Maastricht, The Netherlands
| | - Monika Gawałko
- Department of Cardiology, Maastricht University Medical Centre and Cardiovascular Research Institute Maastricht, Maastricht, The Netherlands.,1st Department of Cardiology, Medical University of Warsaw, Warsaw, Poland.,Institute of Pharmacology, West German Heart and Vascular Centre, University Duisburg-Essen, Germany
| | - Astrid N L Hermans
- Department of Cardiology, Maastricht University Medical Centre and Cardiovascular Research Institute Maastricht, Maastricht, The Netherlands
| | - Nikki A H A Pluymaekers
- Department of Cardiology, Maastricht University Medical Centre and Cardiovascular Research Institute Maastricht, Maastricht, The Netherlands
| | - Rachel M J van der Velden
- Department of Cardiology, Maastricht University Medical Centre and Cardiovascular Research Institute Maastricht, Maastricht, The Netherlands
| | - Suzanne Philippens
- Department of Cardiology, Maastricht University Medical Centre and Cardiovascular Research Institute Maastricht, Maastricht, The Netherlands
| | - Bianca Vorstermans
- Department of Cardiology, Maastricht University Medical Centre and Cardiovascular Research Institute Maastricht, Maastricht, The Netherlands
| | - Sami O Simons
- Department of Respiratory Medicine, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Dennis W den Uijl
- Department of Cardiology, Maastricht University Medical Centre and Cardiovascular Research Institute Maastricht, Maastricht, The Netherlands
| | - Sevasti-Maria Chaldoupi
- Department of Cardiology, Maastricht University Medical Centre and Cardiovascular Research Institute Maastricht, Maastricht, The Netherlands
| | - Justin G L M Luermans
- Department of Cardiology, Maastricht University Medical Centre and Cardiovascular Research Institute Maastricht, Maastricht, The Netherlands
| | - Sjoerd W Westra
- Department of Cardiology, Radboud University Medical Center and Radboud Institute for Health Sciences, Nijmegen, The Netherlands
| | - Theo Lankveld
- Department of Cardiology, Maastricht University Medical Centre and Cardiovascular Research Institute Maastricht, Maastricht, The Netherlands
| | - Kadhim Kadhim
- Centre for Heart Rhythm Disorders, University of Adelaide and Royal Adelaide Hospital, Adelaide, Australia
| | - Jean-Louis Pepin
- Université Grenoble Alpes, Inserm, CHU Grenoble Alpes, Grenoble, France
| | | | - Bernard Hol
- Netherland Sleep Institute, Amersfoort, The Netherlands
| | - Ulrich Schotten
- Department of Cardiology, Maastricht University Medical Centre and Cardiovascular Research Institute Maastricht, Maastricht, The Netherlands
| | - Prashanthan Sanders
- Centre for Heart Rhythm Disorders, University of Adelaide and Royal Adelaide Hospital, Adelaide, Australia
| | - Kevin Vernooy
- Department of Cardiology, Maastricht University Medical Centre and Cardiovascular Research Institute Maastricht, Maastricht, The Netherlands.,Department of Cardiology, Radboud University Medical Center and Radboud Institute for Health Sciences, Nijmegen, The Netherlands
| | - Jeroen M Hendriks
- Centre for Heart Rhythm Disorders, University of Adelaide and Royal Adelaide Hospital, Adelaide, Australia.,Caring Futures Institute, College of Nursing and Health Sciences, Flinders University, Adelaide, Australia
| | - Dominik Linz
- Department of Cardiology, Maastricht University Medical Centre and Cardiovascular Research Institute Maastricht, Maastricht, The Netherlands.,Department of Cardiology, Radboud University Medical Center and Radboud Institute for Health Sciences, Nijmegen, The Netherlands.,Centre for Heart Rhythm Disorders, University of Adelaide and Royal Adelaide Hospital, Adelaide, Australia.,Department of Biomedical Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
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23
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Delesie M, Knaepen L, Hendrickx B, Huygen L, Verbraecken J, Weytjens K, Dendale P, Heidbuchel H, Desteghe L. The value of screening questionnaires/scoring scales for obstructive sleep apnoea in patients with atrial fibrillation. Arch Cardiovasc Dis 2021; 114:737-747. [PMID: 34593342 DOI: 10.1016/j.acvd.2021.08.002] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Revised: 08/11/2021] [Accepted: 08/16/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Obstructive sleep apnoea (OSA) is an important modifiable risk factor for atrial fibrillation (AF) but is underdiagnosed in this population. Currently, polysomnography is the gold standard for diagnosing OSA, but is expensive and requires overnight examination. Alternatively, home sleep apnoea testing can be used as a diagnostic tool, but also requires a complete data review. Therefore, these OSA diagnostic modalities are not ideal screening methods. Several OSA screening tools exist, but their value in patients with AF remains unclear. AIM To test the performance of existing screening questionnaires/scales for clinically relevant OSA in patients with AF referred for diagnostic polysomnography. METHODS This prospective study compared the performance of seven screening tools (Epworth Sleepiness Scale, Berlin Questionnaire, Sleep Apnea Clinical Score, NoSAS, OSA50, STOP-Bang and MOODS) with polysomnography in the detection of clinically relevant OSA in consecutive patients with AF referred to two sleep clinics. RESULTS A total of 100 patients referred for polysomnography and known previous AF were included. Polysomnography indicated at least clinically relevant OSA (i.e., apnoea-hypopnoea index≥15 events/hour) in 69% of cases, and 33% had severe OSA (apnoea-hypopnoea index>30 events/hour). In screening for clinically relevant OSA, only the SACS and NoSAS scores had fair areas under the curve (0.704 and 0.712, respectively). None of the seven screening tools was performant enough (i.e., had a fair area under the curve>0.7) in the detection of severe OSA. CONCLUSIONS In this AF cohort referred for polysomnography, clinically relevant OSA was prevalent. None of the selected screening tools showed sufficient performance as a good discriminative screening tool for clinically relevant OSA in patients with AF. Given these findings, other screening modalities for OSA should be considered in the work-up of patients with AF.
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Affiliation(s)
- Michiel Delesie
- Research Group Cardiovascular Diseases, University of Antwerp, 2000 Antwerp, Belgium; Antwerp University Hospital, 2650 Edegem, Belgium; Faculty of Medicine and Life Sciences, Hasselt University, 3500 Hasselt, Belgium.
| | - Lieselotte Knaepen
- Research Group Cardiovascular Diseases, University of Antwerp, 2000 Antwerp, Belgium; Antwerp University Hospital, 2650 Edegem, Belgium; Faculty of Medicine and Life Sciences, Hasselt University, 3500 Hasselt, Belgium; Heart Centre Hasselt, Jessa Hospital, 3500 Hasselt, Belgium
| | - Bart Hendrickx
- Faculty of Medicine and Life Sciences, Hasselt University, 3500 Hasselt, Belgium
| | - Lisa Huygen
- Faculty of Medicine and Life Sciences, Hasselt University, 3500 Hasselt, Belgium
| | - Johan Verbraecken
- Department of Pulmonary Medicine and Multidisciplinary Sleep Disorders Centre, Antwerp University Hospital and Research Group LEMP, Faculty of Medicine and Health Sciences, University of Antwerp, 2650 Edegem, Belgium
| | | | - Paul Dendale
- Faculty of Medicine and Life Sciences, Hasselt University, 3500 Hasselt, Belgium; Heart Centre Hasselt, Jessa Hospital, 3500 Hasselt, Belgium
| | - Hein Heidbuchel
- Research Group Cardiovascular Diseases, University of Antwerp, 2000 Antwerp, Belgium; Antwerp University Hospital, 2650 Edegem, Belgium; Faculty of Medicine and Life Sciences, Hasselt University, 3500 Hasselt, Belgium
| | - Lien Desteghe
- Research Group Cardiovascular Diseases, University of Antwerp, 2000 Antwerp, Belgium; Antwerp University Hospital, 2650 Edegem, Belgium; Faculty of Medicine and Life Sciences, Hasselt University, 3500 Hasselt, Belgium; Heart Centre Hasselt, Jessa Hospital, 3500 Hasselt, Belgium
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24
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Allam JS, Ioachimescu OC. Pulse Arterial Tonometry Evaluation of Reliability study. J Clin Sleep Med 2021; 17:1331-1332. [PMID: 33745504 DOI: 10.5664/jcsm.9272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Affiliation(s)
- J Shirine Allam
- Emory University School of Medicine, Department of Medicine, Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Atlanta, Georgia.,Atlanta Veteran Affairs Healthcare System, Medical Specialty Service Line, Sleep Medicine Section, Decatur, Georgia
| | - Octavian C Ioachimescu
- Emory University School of Medicine, Department of Medicine, Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Atlanta, Georgia.,Atlanta Veteran Affairs Healthcare System, Medical Specialty Service Line, Sleep Medicine Section, Decatur, Georgia
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25
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Evaluation and Management of Adults with Obstructive Sleep Apnea Syndrome. Lung 2021; 199:87-101. [PMID: 33713177 DOI: 10.1007/s00408-021-00426-w] [Citation(s) in RCA: 58] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2020] [Accepted: 02/09/2021] [Indexed: 02/08/2023]
Abstract
Obstructive sleep apnea syndrome (OSAS) is a common and underdiagnosed medical condition characterized by recurrent sleep-dependent pauses and reductions in airflow. While a narrow, collapsible oropharynx plays a central role in the pathophysiology of OSAS, there are other equally important nonanatomic factors including sleep-stage dependent muscle tone, arousal threshold, and loop gain that drive obstructive apneas and hypopneas. Through mechanisms of intermittent hypoxemia, arousal-related sleep fragmentation, and intrathoracic pressure changes, OSAS impacts multiple organ systems. Risk factors for OSAS include obesity, male sex, age, specific craniofacial features, and ethnicity. The prevalence of OSAS is rising due to increasing obesity rates and improved sensitivity in the tools used for diagnosis. Validated questionnaires have an important but limited role in the identification of patients that would benefit from formal testing for OSA. While an in-laboratory polysomnography remains the gold standard for diagnosis, the widespread availability and accuracy of home sleep apnea testing modalities increase access and ease of OSAS diagnosis for many patients. In adults, the most common treatment involves the application of positive airway pressure (PAP), but compliance continues to be a challenge. Alternative treatments including mandibular advancement device, hypoglossal nerve stimulator, positional therapies, and surgical options coupled with weight loss and exercise offer possibilities of an individualized personal approach to OSAS. Treatment of symptomatic patients with OSAS has been found to be beneficial with regard to sleep-related quality of life, sleepiness, and motor vehicle accidents. The benefit of treating asymptomatic OSA patients, particularly with regard to cardiovascular outcomes, is controversial and more data are needed.
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