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Huang Z, Bosschieter PF, Aarab G, van Selms MK, Vanhommerig JW, Hilgevoord AA, Lobbezoo F, de Vries N. Predicting upper airway collapse sites found in drug-induced sleep endoscopy from clinical data and snoring sounds in patients with obstructive sleep apnea: a prospective clinical study. J Clin Sleep Med 2022; 18:2119-2131. [PMID: 35459443 PMCID: PMC9435347 DOI: 10.5664/jcsm.9998] [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: 12/10/2021] [Revised: 03/16/2022] [Accepted: 03/17/2022] [Indexed: 11/13/2022]
Abstract
STUDY OBJECTIVES The primary aim was to predict upper airway collapse sites found in drug-induced sleep endoscopy (DISE) from demographic, anthropometric, clinical examination, sleep study, and snoring sound parameters in patients with obstructive sleep apnea (OSA). The secondary aim was to identify the above-mentioned parameters that are associated with complete concentric collapse of the soft palate. METHODS All patients with OSA who underwent DISE and simultaneous snoring sound recording were enrolled in this study. Demographic, anthropometric, clinical examination (viz., modified Mallampati classification and Friedman tonsil classification), and sleep study parameters were extracted from the polysomnography and DISE reports. Snoring sound parameters during DISE were calculated. RESULTS One hundred and nineteen patients with OSA (79.8% men; age = 48.1 ± 12.4 years) were included. Increased body mass index was found to be associated with higher probability of oropharyngeal collapse (P < .01; odds ratio = 1.29). Patients with a high Friedman tonsil score were less likely to have tongue base collapse (P < .01; odd ratio = 0.12) and epiglottic collapse (P = .01; odds ratio = 0.20) than those with a low score. A longer duration of snoring events (P = .05; odds ratio = 2.99) was associated with a higher probability of complete concentric collapse of the soft palate. CONCLUSIONS Within the current patient profile and approach, given that only a limited number of predictors were identified, it does not seem feasible to predict upper airway collapse sites found in DISE from demographic, anthropometric, clinical examination, sleep study, and snoring sound parameters in patients with OSA. CITATION Huang Z, Bosschieter PFN, Aarab G, et al. Predicting upper airway collapse sites found in drug-induced sleep endoscopy from clinical data and snoring sounds in obstructive sleep apnea patients: a prospective clinical study. J Clin Sleep Med. 2022;18(9):2119-2131.
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Affiliation(s)
- Zhengfei Huang
- Department of Orofacial Pain and Dysfunction, Academic Center for Dentistry Amsterdam (ACTA), University of Amsterdam and Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Department of Clinical Neurophysiology, OLVG, Amsterdam, The Netherlands
| | - Pien F.N. Bosschieter
- Department of Otorhinolaryngology–Head and Neck Surgery, OLVG, Amsterdam, The Netherlands
| | - Ghizlane Aarab
- Department of Orofacial Pain and Dysfunction, Academic Center for Dentistry Amsterdam (ACTA), University of Amsterdam and Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Maurits K.A. van Selms
- Department of Orofacial Pain and Dysfunction, Academic Center for Dentistry Amsterdam (ACTA), University of Amsterdam and Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Joost W. Vanhommerig
- Department of Research and Epidemiology, OLVG Hospital, Amsterdam, The Netherlands
| | | | - Frank Lobbezoo
- Department of Orofacial Pain and Dysfunction, Academic Center for Dentistry Amsterdam (ACTA), University of Amsterdam and Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Nico de Vries
- Department of Orofacial Pain and Dysfunction, Academic Center for Dentistry Amsterdam (ACTA), University of Amsterdam and Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Department of Otorhinolaryngology–Head and Neck Surgery, OLVG, Amsterdam, The Netherlands
- Department of Otorhinolaryngology–Head and Neck Surgery, Antwerp University Hospital (UZA), Antwerp, Belgium
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Dynamic sleep MRI in obstructive sleep apnea: a systematic review and meta-analysis. Eur Arch Otorhinolaryngol 2021; 279:595-607. [PMID: 34241671 PMCID: PMC8266991 DOI: 10.1007/s00405-021-06942-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2021] [Accepted: 06/11/2021] [Indexed: 12/30/2022]
Abstract
Purpose The objective of this study is to systematically review the international literature for dynamic sleep magnetic resonance imaging (MRI) as a diagnostic tool in obstructive sleep apnea (OSA), to perform meta-analysis on the quantitative data from the review, and to discuss its implications in future research and potential clinical applications. Study design A comprehensive review of the literature was performed, followed by a detailed analysis of the relevant data that has been published on the topic. Methods Clinical key, Uptodate, Ovid, Ebscohost, Pubmed/MEDLINE, Scopus, Dynamed, Web of Science and The Cochrane Library were systematically searched. Once the search was completed, dynamic sleep MRI data were analyzed. Results Nineteen articles reported on 410 OSA patients and 79 controls that underwent dynamic sleep MRI and were included in this review. For meta-analysis of dynamic sleep MRI data, eight articles presented relevant data on 160 OSA patients. Obstruction was reported as follows: retropalatal (RP) 98%, retroglossal (RG) 41% and hypopharyngeal (HP) in 5%. Lateral pharyngeal wall (LPW) collapse was found in 35/73 (48%) patients. The combinations of RP + RG were observed in 24% and RP + RG + LPW in 16%. If sedation was used, 98% of study participants fell asleep compared to 66% of unsedated participants. Conclusions Dynamic sleep MRI has demonstrated that nearly all patients have retropalatal obstruction, retroglossal obstruction is common and hypopharyngeal obstruction is rare. Nearly all patients (98%) who are sedated are able to fall asleep during the MRI. There is significant heterogeneity in the literature and standardization is needed. Supplementary Information The online version contains supplementary material available at 10.1007/s00405-021-06942-y.
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Whyte A, Gibson D. Imaging of sleep-disordered breathing in adults. Clin Radiol 2020; 75:960.e1-960.e16. [PMID: 32620255 DOI: 10.1016/j.crad.2020.05.017] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Accepted: 05/15/2020] [Indexed: 10/24/2022]
Abstract
Sleep-disordered breathing (SDB) is a term that includes several chronic conditions in which partial or complete cessation of breathing occurs multiple times throughout the night. Central sleep apnoea (CSA) is uncommon and defined by the episodic cessation of airflow without respiratory effort. Lesions involving the respiratory centre in the brainstem or the origin of the phrenic nerve from the mid-cervical cord are the commonest structural causes of CSA; magnetic resonance imaging (MRI) will demonstrate the lesion and frequently suggest the likely aetiology. In contrast, obstructive sleep apnoea (OSA) is defined as upper airway obstruction despite ongoing respiratory effort. Repetitive episodes of narrowing or closure of the upper airway are the predominant cause leading to snoring and OSA, respectively. OSA affects 33-40% of the adult population and is associated with multiple adverse health consequences, including a significantly increased risk of serious morbidity and mortality. The incidence is increasing proportionally to the worldwide rise in obesity. Imaging, performed primarily without the involvement of radiologists, has been integral to understanding the anatomical basis of SDB and especially OSA. This article will review the pathophysiology, imaging findings, and sequelae of these common conditions. The role of imaging both in suggesting the incidental diagnoses of SDB and in the investigation of these conditions when the diagnosis is suspected or has been established are also discussed.
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Affiliation(s)
- A Whyte
- Perth Radiological Clinic, Subiaco, WA 6008, Australia; Departments of Surgery and Dentistry, University of Western Australia, Nedlands, WA 6009, Australia; Departments of Medicine and Radiology, University of Melbourne, Carlton, Victoria 3000, Australia.
| | - D Gibson
- Departments of Surgery and Dentistry, University of Western Australia, Nedlands, WA 6009, Australia; Imaging Department, Fiona Stanley Hospital, Murdoch, WA 6150, Australia; Department of Medicine, Curtin Medical School, Bentley, WA 6102, Australia
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Whyte A, Gibson D. Adult obstructive sleep apnoea: Pathogenesis, importance, diagnosis and imaging. J Med Imaging Radiat Oncol 2019; 64:52-66. [PMID: 31788980 DOI: 10.1111/1754-9485.12978] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2019] [Accepted: 10/15/2019] [Indexed: 01/10/2023]
Abstract
Obstructive sleep apnoea (OSA) is a serious worldwide health problem. Moderate-to-severe OSA has been found in up to 50% of men and 25% of women in the middle-aged population. It results in a fourfold increase in all causes of mortality. The prevalence of OSA is underestimated, partly due to absence of symptoms but also lack of knowledge amongst the population at large as well as sectors of the medical profession. Imaging, performed predominantly by clinicians and research scientists, has been integral to evaluating the anatomical basis of OSA. Increased nasal resistance and a narrowed and elongated oropharynx lead to increased collapsibility of the upper airway, predisposing to airway collapse and apnoea during sleep when there is reduction in tone of the pharyngeal dilator muscles. Unfortunately, a significantly narrowed upper airway is usually ignored by radiologists: it is not part of their reporting 'check-list'. The imaging findings in the upper airway that are strongly associated with OSA and its sequelae in various organ systems are discussed. Imaging can strongly suggest OSA; the diagnosis requires a polysomnogram for confirmation. Treatment of moderate-to-severe disease is primarily with positive airway pressure applied by a nasal or oral mask which splints the upper airway. Although highly effective, compliance is limited and other treatment modalities are increasingly being utilized.
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Affiliation(s)
- Andy Whyte
- Perth Radiological Clinic, Perth, Western Australia, Australia.,University of Western Australia, Perth, Western Australia, Australia.,University of Melbourne, Melbourne, Victoria, Australia
| | - Daren Gibson
- Medical Imaging, Fiona Stanley Hospital, Perth, Western Australia, Australia
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Chen HC, Wang CJ, Lo YL, Hsu HC, Huang CG, Kuo IC, Lu YA, Hsin LJ, Lin WN, Fang TJ, Li HY, Lee LA. Parapharyngeal fat pad area at the subglosso-supraglottic level is associated with corresponding lateral wall collapse and apnea-hypopnea index in patients with obstructive sleep apnea: a pilot study. Sci Rep 2019; 9:17722. [PMID: 31776365 PMCID: PMC6881471 DOI: 10.1038/s41598-019-53515-5] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Accepted: 11/01/2019] [Indexed: 01/26/2023] Open
Abstract
The aim of this study was to assess associations between fat pad areas at various anatomic levels and the sites of lateral wall collapse and disease severity in adult patients with obstructive sleep apnea (OSA). Forty-one patients with OSA who prospectively underwent drug-induced sleep computed tomography were included. Areas of parapharyngeal fat pads and degrees of lateral wall collapse at three representative anatomic levels (nasopharynx, oropharynx, and subglosso-supraglottis), and apnea-hypopnea index (AHI) were measured. In the subglosso-supraglottic region, the parapharyngeal fat pad area in 17 (41%) patients with complete lateral wall collapse was significantly larger than that in 24 (59%) patients without complete collapse (median, 236.0 mm2 vs 153.0 mm2; P = 0.02). In multivariate regression analysis, the parapharyngeal fat pad area at the subglosso-supraglottic level (β = 0.02; P = 0.01) and body mass index (β = 3.24; P = 0.01) were independently associated with AHI. Our preliminary results supported that parapharyngeal fat pads at the subglosso-supraglottic level may be involved in the development of lateral wall collapse and then determine the severity of OSA. Further studies are warranted to investigate the effect of reducing parapharyngeal fat pads in the treatment of OSA.
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Affiliation(s)
- Hung-Chin Chen
- Department of Otorhinolaryngology-Head and Neck Surgery, Sleep Center, Linkou Chang Gung Memorial Hospital, Taoyuan, 33305, Taiwan, ROC.,Faculty of Medicine, College of Medicine, Chang Gung University, Taoyuan, 33302, Taiwan, ROC
| | - Chao-Jan Wang
- Faculty of Medicine, College of Medicine, Chang Gung University, Taoyuan, 33302, Taiwan, ROC.,Department of Medical Imaging and Intervention, Sleep Center, Linkou Chang Gung Memorial Hospital, Taoyuan, 33305, Taiwan, ROC
| | - Yu-Lun Lo
- Faculty of Medicine, College of Medicine, Chang Gung University, Taoyuan, 33302, Taiwan, ROC.,Department of Thoracic Medicine, Sleep Center, Linkou Chang Gung Memorial Hospital, Taoyuan, 33305, Taiwan, ROC
| | - Hao-Chun Hsu
- Department of Bio-Industrial Mechatronics Engineering, National Taiwan University, Taipei, 10617, Taiwan, ROC
| | - Chung-Guei Huang
- Department of Laboratory Medicine, Linkou Chang Gung Memorial Hospital, Taoyuan, 33305, Taiwan, ROC.,Department of Medical Biotechnology and Laboratory Science, Graduate Institute of Biomedical Sciences, Chang Gung University, Taoyuan, 33302, Taiwan, ROC
| | - I-Chun Kuo
- Department of Otorhinolaryngology-Head and Neck Surgery, Sleep Center, Linkou Chang Gung Memorial Hospital, Taoyuan, 33305, Taiwan, ROC.,Faculty of Medicine, College of Medicine, Chang Gung University, Taoyuan, 33302, Taiwan, ROC
| | - Yi-An Lu
- Department of Otorhinolaryngology-Head and Neck Surgery, Sleep Center, Linkou Chang Gung Memorial Hospital, Taoyuan, 33305, Taiwan, ROC.,Faculty of Medicine, College of Medicine, Chang Gung University, Taoyuan, 33302, Taiwan, ROC
| | - Li-Jen Hsin
- Department of Otorhinolaryngology-Head and Neck Surgery, Sleep Center, Linkou Chang Gung Memorial Hospital, Taoyuan, 33305, Taiwan, ROC.,Faculty of Medicine, College of Medicine, Chang Gung University, Taoyuan, 33302, Taiwan, ROC
| | - Wan-Ni Lin
- Department of Otorhinolaryngology-Head and Neck Surgery, Sleep Center, Linkou Chang Gung Memorial Hospital, Taoyuan, 33305, Taiwan, ROC.,Faculty of Medicine, College of Medicine, Chang Gung University, Taoyuan, 33302, Taiwan, ROC
| | - Tuan-Jen Fang
- Department of Otorhinolaryngology-Head and Neck Surgery, Sleep Center, Linkou Chang Gung Memorial Hospital, Taoyuan, 33305, Taiwan, ROC.,Faculty of Medicine, College of Medicine, Chang Gung University, Taoyuan, 33302, Taiwan, ROC
| | - Hsueh-Yu Li
- Department of Otorhinolaryngology-Head and Neck Surgery, Sleep Center, Linkou Chang Gung Memorial Hospital, Taoyuan, 33305, Taiwan, ROC.,Faculty of Medicine, College of Medicine, Chang Gung University, Taoyuan, 33302, Taiwan, ROC
| | - Li-Ang Lee
- Department of Otorhinolaryngology-Head and Neck Surgery, Sleep Center, Linkou Chang Gung Memorial Hospital, Taoyuan, 33305, Taiwan, ROC. .,Faculty of Medicine, College of Medicine, Chang Gung University, Taoyuan, 33302, Taiwan, ROC.
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