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Fabozzi A, Pasqualotto F, Laguardia M, Natuzzi PF, Capone R, Steffanina A, Pellegrino D, Olmati F, Antonaglia C, Palange P. Gender differences in obstructive sleep apnea syndrome: a pilot study. Sleep Breath 2024; 28:1645-1650. [PMID: 38717717 PMCID: PMC11303433 DOI: 10.1007/s11325-024-03052-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Revised: 04/04/2024] [Accepted: 05/03/2024] [Indexed: 08/07/2024]
Abstract
PURPOSE OSAS is a syndrome that often presents clinically differently between men and women. The aim of this study was to assess the clinical presentation, nocturnal home sleep cardiorespiratory monitoring and therapeutic adherence to CPAP in both sexes to identify the most frequent patterns. METHODS Data from the first visit, the nocturnal home sleep cardiorespiratory monitoring and follow-up visit of 74 OSA patients were collected. Exclusion criteria included other respiratory and/or neuromuscular diseases (including Obesity hypoventilation syndrome) and other non-respiratory sleep disorders. RESULTS Men were older and had a higher supine AHI and ODI compared to women. In addition, BMI and age correlated positively with AHI in males. Women had a higher hypopneas frequency and better therapeutic adherence to CPAP. CONCLUSIONS Men were associated with a higher AHI when sleeping in the supine position and this may be useful to look for new therapeutic options in combination with or as an alternative to CPAP. BMI correlated positively with AHI in men and this should be considered to stimulate weight loss as the main treatment to reduce the number of apneas/hypopneas, as men also had less therapeutic adherence to CPAP in our study. Females presented a significantly higher frequency of hypopneas than men, as well as a lower number of desaturation events per hour (ODI): these differences in the nocturnal home sleep cardiorespiratory monitoring could reflect different pathophysiological mechanisms of OSAS onset between the two sexes, which should be investigated in future scientific studies.
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Affiliation(s)
- Antonio Fabozzi
- Department of Public Health and Infectious Diseases, Pulmonology Unit, Policlinico Umberto I, "Sapienza" University of Rome, Viale del Policlinico, 155, Rome, Italy.
| | - Federico Pasqualotto
- Department of Public Health and Infectious Diseases, Pulmonology Unit, Policlinico Umberto I, "Sapienza" University of Rome, Viale del Policlinico, 155, Rome, Italy
| | - Marianna Laguardia
- Department of Public Health and Infectious Diseases, Pulmonology Unit, Policlinico Umberto I, "Sapienza" University of Rome, Viale del Policlinico, 155, Rome, Italy
| | - Pietro Francesco Natuzzi
- Department of Public Health and Infectious Diseases, Pulmonology Unit, Policlinico Umberto I, "Sapienza" University of Rome, Viale del Policlinico, 155, Rome, Italy
| | - Rosaria Capone
- Department of Public Health and Infectious Diseases, Pulmonology Unit, Policlinico Umberto I, "Sapienza" University of Rome, Viale del Policlinico, 155, Rome, Italy
| | - Alessia Steffanina
- Department of Public Health and Infectious Diseases, Pulmonology Unit, Policlinico Umberto I, "Sapienza" University of Rome, Viale del Policlinico, 155, Rome, Italy
| | - Daniela Pellegrino
- Department of Public Health and Infectious Diseases, Pulmonology Unit, Policlinico Umberto I, "Sapienza" University of Rome, Viale del Policlinico, 155, Rome, Italy
| | - Federica Olmati
- Department of Public Health and Infectious Diseases, Pulmonology Unit, Policlinico Umberto I, "Sapienza" University of Rome, Viale del Policlinico, 155, Rome, Italy
| | | | - Paolo Palange
- Department of Public Health and Infectious Diseases, Pulmonology Unit, Policlinico Umberto I, "Sapienza" University of Rome, Viale del Policlinico, 155, Rome, Italy
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Korkut TB, Rachid A. A numerical study of palatal snoring. BIOMED ENG-BIOMED TE 2024; 69:39-48. [PMID: 37540807 DOI: 10.1515/bmt-2023-0071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Accepted: 07/24/2023] [Indexed: 08/06/2023]
Abstract
OBJECTIVES The main purpose of this paper is to investigate the upper airway (oral and/or nasal) with different inhalation speeds and obstruction depths to generate remarkable notes on palatal snoring and obstructive sleep apnea (OSA). Another important aspect is to study different soft palate biomechanical properties and their relationships with different physical parameters on palatal snoring and OSA. METHODS The human upper-airway is modelled in 2D, and a cantilever plate model principle is adopted for the soft palate during fluid-structure interaction (FSI) simulations. Various scenarios are investigated under different inhalation speeds to characterize palatal snoring and OSA in terms of relevant physical parameters. RESULTS The parameters most prone for palatal snoring and OSA are obtained for soft material, the highest obstruction depth, and oral inhalation. Also, it is shown that the biomechanical properties of the human upper airway are the most sensitive parameters affecting the dynamics of the soft palate. CONCLUSIONS The numerical modeling approach presented allows a better understanding of palatal snoring and may be useful for confirming clinical results as well as for further design of new treatments and therapies.
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Affiliation(s)
- Talha Batuhan Korkut
- Innovative Technologies Laboratory, University of Picardie Jules Verne, Amiens, France
| | - Ahmed Rachid
- Innovative Technologies Laboratory, University of Picardie Jules Verne, Amiens, France
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Kim BK, Park SI, Hong SD, Jung YG, Kim HY. Volume of parapharyngeal fat pad in obstructive sleep apnea syndrome: prognostic role for multilevel sleep surgery. J Clin Sleep Med 2022; 18:2819-2828. [PMID: 35962943 PMCID: PMC9713906 DOI: 10.5664/jcsm.10230] [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: 12/30/2021] [Revised: 08/04/2022] [Accepted: 08/04/2022] [Indexed: 12/14/2022]
Abstract
STUDY OBJECTIVES To evaluate the prognostic role of volume of parapharyngeal fat pad (VPPFP) after multilevel sleep surgery in patients with obstructive sleep apnea syndrome. METHODS This retrospective cohort study was conducted in 50 patients with moderate to severe obstructive sleep apnea syndrome who underwent polysomnography (preoperative and postoperative 6 months) and preoperative facial computed tomography with multilevel sleep surgery between May 2010 and February 2019. All patients had failed or refused positive airway pressure treatment. RESULTS Of the 50 patients with moderate to severe obstructive sleep apnea syndrome who underwent multilevel sleep surgery, 46 were male (92.0%) with mean ± standard deviation age of 41.2 ± 12.5 years. On the preoperative polysomnography, mean ± standard deviation of apnea-hypopnea index and CT90 (cumulative percentage of time spent at oxygen saturation less than 90%) were 43.4 ± 19.3 events/h and 5.6 ± 9.6%, respectively. The average VPPFP measured by facial computed tomography scan was 4.9 ± 1.9 cm3. Multiple linear regression analysis showed that VPPFP was significantly correlated (R2 = 0.38) with age (β = 0.05; 95% confidence interval [CI], 0.01-0.09) and body mass index (β = 0.31; 95% CI, 0.16-0.45). Surgical success rate was 38%, and VPPFP higher than 5.1 cm3 was significantly associated with surgical failure after covariate adjustment (P = .01; odds ratio = 0.09; 95% CI, 0.02-0.48). Postoperative apnea-hypopnea index was positively correlated (R2 = 0.40) with CT90 (β = 1.33; 95% CI, 0.74-1.92) and VPPFP (β = 3.52; 95% CI, 0.30-6.74). CONCLUSIONS VPPFP correlated with age and body mass index, and high VPPFP and CT90 were associated with high postoperative apnea-hypopnea index. VPPFP larger than 5.1 cm3 was a possible risk factor for surgical failure, which may inform a decision on multilevel sleep surgery as salvage therapy for positive airway pressure treatment. CITATION Kim BK, Park SI, Hong SD, Jung YG, Kim HY. Volume of parapharyngeal fat pad in obstructive sleep apnea syndrome: prognostic role for multilevel sleep surgery. J Clin Sleep Med. 2022;18(12):2819-2828.
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Affiliation(s)
- Byung Kil Kim
- Department of Otorhinolaryngology–Head and Neck Surgery, School of Medicine, Kyungpook National University, Kyungpook National University Chilgok Hospital, Daegu, South Korea
| | - Song I. Park
- Department of Otorhinolaryngology–Head and Neck Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea
| | - Sang Duk Hong
- Department of Otorhinolaryngology–Head and Neck Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea
| | - Yong Gi Jung
- Department of Otorhinolaryngology–Head and Neck Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea
| | - Hyo Yeol Kim
- Department of Otorhinolaryngology–Head and Neck Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea
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Application of computational fluid dynamics for the analysis of postoperative airway changes in oral cancer patients. J Vis (Tokyo) 2022. [DOI: 10.1007/s12650-022-00835-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Barbero M, Flores-Mir C, Blanco JC, Nuño VC, Casellas JB, Girado JLC, Amezaga JA, De Carlos F. Tridimensional upper airway assessment in male patients with OSA using oral advancement devices modifying their vertical dimension. J Clin Sleep Med 2020; 16:1721-1729. [PMID: 32621578 DOI: 10.5664/jcsm.8666] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
STUDY OBJECTIVES Mandibular advancement devices (MADs) constitute an alternative treatment in selected patients with OSA. A mandibular advanced position has been suggested to be beneficial, whereas its combination with an increased bite-raise may increase its adverse effects. The objective of this study was to assess upper airway (UA) volume and inspiratory pressure gradient variations in a group of 17 patients with OSA. The study was performed under 3 mandibular positions: intercuspal position (P1), MAD position in closed mouth (P2), and MAD position with an increased bite-raise (P3). METHODS We conducted a 3-dimensional reconstruction of the pharynx using the finite element method via a computed tomography scan and the subsequent calculation using fluid-dynamic analysis. RESULTS One hundred percent of the patients showed an increase in UA volume in both P2 and the MAD position with an increased bite-raise, P2 being the position where 76.47% of the patients showed the largest UA volume. P2/velopharynx was the position/region where the largest UA volume increase was achieved (4.73 mm³). A better gradient in P2 (mean = 0.62) in 58.82% of the patients and a better gradient in P3 (mean = 0.74) in 41.18% of patients respect P1 was observed. In 82.35% of patients, a better volume-pressure gradient match was also found. CONCLUSIONS The best efficiency scores for both volume increase and better inspiratory pressure gradient were obtained in P2. This study findings suggest that in a MAD, the minimal bite opening position necessary for mandibular protrusion is more effective in increasing airway volume and inspiratory gradient compared to a larger bite-raising (15 mm).
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Affiliation(s)
- Maite Barbero
- Surgery and Medical-Surgical Specialties Department, University of Oviedo, Oviedo, Spain
| | - Carlos Flores-Mir
- School of Dentistry, University of Alberta, Edmonton Clinic Health Academy, Edmonton, Alberta, Canada
| | - Juan Calvo Blanco
- Unit of Radiology, University Hospital Central of Asturias, Oviedo, Spain.,Department of Medicine, University of Oviedo, Oviedo, Spain
| | - Valentin Cabriada Nuño
- Sleep and Ventilation Unit, Respiratory Division, Cruces University Hospital, Barakaldo, Spain
| | | | - Jose Luis Calvo Girado
- Surgery and Implantology Department, San Antonio Catholic University of Murcia, Murcia, Spain
| | - Julio Alvarez Amezaga
- Oral and Maxillofacial Unit, Cruces University Hospital, Barakaldo, Spain.,Stomatology I Department, Faculty of Medicine, University of the Basque Country, Leioa, Spain
| | - Felix De Carlos
- Surgery and Medical-Surgical Specialties Department, Area of Orthodontics, Faculty of Medicine, University of Oviedo, Oviedo, Spain
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Yan W, Tang C, Liu Y, Li G. Numerical study on abnormal airflow patterns and particle deposition characteristics in the realistic HUA model with pharyngeal obstruction. POWDER TECHNOL 2019. [DOI: 10.1016/j.powtec.2019.08.007] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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7
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Feroldi F, Willemse J, Davidoiu V, Gräfe MGO, van Iperen DJ, Goorsenberg AWM, Annema JT, Daniels JMA, Bonta PI, de Boer JF. In vivo multifunctional optical coherence tomography at the periphery of the lungs. BIOMEDICAL OPTICS EXPRESS 2019; 10:3070-3091. [PMID: 31259075 PMCID: PMC6583343 DOI: 10.1364/boe.10.003070] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2019] [Revised: 05/13/2019] [Accepted: 05/14/2019] [Indexed: 05/04/2023]
Abstract
Remodeling of tissue, such as airway smooth muscle (ASM) and extracellular matrix, is considered a key feature of airways disease. No clinically accepted diagnostic method is currently available to assess airway remodeling or the effect of treatment modalities such as bronchial thermoplasty in asthma, other than invasive airway biopsies. Optical coherence tomography (OCT) generates cross-sectional, near-histological images of airway segments and enables identification and quantification of airway wall layers based on light scattering properties only. In this study, we used a custom motorized OCT probe that combines standard and polarization sensitive OCT (PS-OCT) to visualize birefringent tissue in vivo in the airway wall of a patient with severe asthma in a minimally invasive manner. We used optic axis uniformity (OAxU) to highlight the presence of uniformly arranged fiber-like tissue, helping visualizing the abundance of ASM and connective tissue structures. Attenuation coefficient images of the airways are presented for the first time, showing superior architectural contrast compared to standard OCT images. A novel segmentation algorithm was developed to detect the surface of the endoscope sheath and the surface of the tissue. PS-OCT is an innovative imaging technique that holds promise to assess airway remodeling including ASM and connective tissue in a minimally invasive, real-time manner.
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Affiliation(s)
- Fabio Feroldi
- LaserLaB Amsterdam and Department of Physics and Astronomy, VU University Amsterdam, de Boelelaan 1081, 1081HV, Amsterdam, the Netherlands
| | - Joy Willemse
- LaserLaB Amsterdam and Department of Physics and Astronomy, VU University Amsterdam, de Boelelaan 1081, 1081HV, Amsterdam, the Netherlands
- These authors contributed equally
| | - Valentina Davidoiu
- LaserLaB Amsterdam and Department of Physics and Astronomy, VU University Amsterdam, de Boelelaan 1081, 1081HV, Amsterdam, the Netherlands
- These authors contributed equally
| | - Maximilian G. O. Gräfe
- LaserLaB Amsterdam and Department of Physics and Astronomy, VU University Amsterdam, de Boelelaan 1081, 1081HV, Amsterdam, the Netherlands
| | - Dirck J. van Iperen
- LaserLaB Amsterdam and Department of Physics and Astronomy, VU University Amsterdam, de Boelelaan 1081, 1081HV, Amsterdam, the Netherlands
| | - Annika W. M. Goorsenberg
- Amsterdam University Medical Center, Department of Pulmonology, University of Amsterdam, Amsterdam, the Netherlands
| | - Jouke T. Annema
- Amsterdam University Medical Center, Department of Pulmonology, University of Amsterdam, Amsterdam, the Netherlands
| | - Johannes M. A. Daniels
- Amsterdam University Medical Center, Department of Pulmonology, VUmc Location, Amsterdam, the Netherlands
| | - Peter I. Bonta
- Amsterdam University Medical Center, Department of Pulmonology, University of Amsterdam, Amsterdam, the Netherlands
| | - Johannes F. de Boer
- LaserLaB Amsterdam and Department of Physics and Astronomy, VU University Amsterdam, de Boelelaan 1081, 1081HV, Amsterdam, the Netherlands
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Price HB, Kimbell JS, Bu R, Oldenburg AL. Geometric Validation of Continuous, Finely Sampled 3-D Reconstructions From aOCT and CT in Upper Airway Models. IEEE TRANSACTIONS ON MEDICAL IMAGING 2019; 38:1005-1015. [PMID: 30334787 PMCID: PMC6476567 DOI: 10.1109/tmi.2018.2876625] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
Identification and treatment of obstructive airway disorders (OADs) are greatly aided by imaging of the geometry of the airway lumen. Anatomical optical coherence tomography (aOCT) is a promising high-speed and minimally invasive endoscopic imaging modality for providing micrometer-resolution scans of the upper airway. Resistance to airflow in OADs is directly caused by the reduction in luminal cross-sectional area (CSA). It is hypothesized that aOCT can produce airway CSA measurements as accurate as that from computed tomography (CT). Scans of machine hollowed cylindrical tubes were used to develop methods for segmentation and measurement of airway lumen in CT and aOCT. Simulated scans of virtual cones were used to validate 3-D resampling and reconstruction methods in aOCT. Then, measurements of two segments of a 3-D printed pediatric airway phantom from aOCT and CT independently were compared to ground truth CSA. In continuous unobstructed regions, the mean CSA difference for each phantom segment was 2.2 ± 3.5 and 1.5 ± 5.3 mm2 for aOCT, and -3.4 ± 4.3 and -1.9 ± 1.2 mm2 for CT. Because of the similar magnitude of these differences, these results support the hypotheses and underscore the potential for aOCT as a viable alternative to CT in airway imaging, while offering greater potential to capture respiratory dynamics.
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Affiliation(s)
- Hillel B. Price
- Department of Physics and Astronomy, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599-3255 USA ()
| | - Julia S. Kimbell
- Department of Otolaryngology/Head and Neck Surgery, School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599-7070 USA; Department of Biomedical Engineering, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599-3216 USA ()
| | - Ruofei Bu
- Department of Biomedical Medical Engineering, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599-3216 USA ()
| | - Amy L. Oldenburg
- Department of Physics and Astronomy, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599-3255 USA; Biomedical Research Imaging Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599-7513 USA; Department of Biomedical Medical Engineering, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599-3216 USA ()
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9
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Kim YC. Fast upper airway magnetic resonance imaging for assessment of speech production and sleep apnea. PRECISION AND FUTURE MEDICINE 2018. [DOI: 10.23838/pfm.2018.00100] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
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10
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Lambeth C, Wang Z, Kairaitis K, Moshfegh A, Jabbarzadeh A, Amis TC. Modelling mucosal surface roughness in the human velopharynx: a computational fluid dynamics study of healthy and obstructive sleep apnea airways. J Appl Physiol (1985) 2018; 125:1821-1831. [PMID: 30284517 DOI: 10.1152/japplphysiol.00233.2018] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
We previously published a unique methodology for quantifying human velopharyngeal mucosal surface topography and found increased mucosal surface roughness in obstructive sleep apnea (OSA) patients. In fluid mechanics, surface roughness is associated with increased frictional pressure losses and resistance. This study used computational fluid dynamics (CFD) to analyse the mechanistic effect of different levels of mucosal surface roughness on velopharyngeal airflow. METHODS Reconstructed velopharyngeal models from OSA and Control subjects were modified, giving each model three levels of roughness, quantified by the curvature based surface roughness index (CBSRI0.6; range 24.8-68.6mm-1). CFD using the k-ω shear stress transport (SST) turbulence model was performed (unidirectional, inspiratory, steady state, 15l/min volumetric flow rate), and the effects of roughness on flow velocity, intraluminal pressure, wall shear stress and velopharyngeal resistance (Rv) were examined. RESULTS Across all models, increasing roughness increased maximum flow velocity, wall shear stress and flow disruption, while decreasing intraluminal pressures. Linear mixed effects modelling demonstrated a log-linear relationship between CBSRI0.6 and Rv, with a common slope (log(Rv)/CBSRI0.6) of 0.0079 (95%CI 0.0015-0.0143; p=0.019) for all subjects, equating to a 1.9-fold increase in Rv when roughness increased from Control to OSA levels. At any fixed CBSRI0.6, the estimated difference in log(Rv) between OSA and Control models was 0.9382 (95%CI 0.0032-1.8732; p=0.049), equating to an 8.7-fold increase in Rv. CONCLUSION This study supports the hypothesis that increasing mucosal surface roughness increases velopharyngeal airway resistance, particularly for anatomically narrower OSA airways, and may thus contribute to increased vulnerability to upper airway collapse in OSA patients.
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Affiliation(s)
- Christopher Lambeth
- Ludwig Engel Centre for Respiratory Research, The Westmead Institute for Medical Research, Australia
| | | | - Kristina Kairaitis
- Westmead Hospital, Ludwig Engel Centre for Respiratory Research,Westmead Millennium Institute and the University of Sydney, Australia
| | | | | | - Terence Charles Amis
- Westmead Hospital, Ludwig Engel Centre for Respiratory Research, Westmead Millennium Institute and the University of Sydney
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Frey R, Gabrielova B, Gladilin E. A combined planning approach for improved functional and esthetic outcome of bimaxillary rotation advancement for treatment of obstructive sleep apnea using 3D biomechanical modeling. PLoS One 2018; 13:e0199956. [PMID: 30092020 PMCID: PMC6084856 DOI: 10.1371/journal.pone.0199956] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2017] [Accepted: 06/18/2018] [Indexed: 11/25/2022] Open
Abstract
In recent years, bimaxillary rotation advancement (BRA) has become the method of choice for surgical treatment of obstructive sleep apnea (OSA). As dislocation of the jaw bones affects both, airways and facial contours, surgeons are facing the challenge of finding an optimal jaw position that allows for the reestablishment of normal airway ventilation and esthetic surgical outcome. Owing to the complexity of the facial anatomy and its mechanical behavior, individual planning of surgical OSA treatment under consideration of functional and esthetic aspects presents a challenge that surgeons typically approach in a non-quantitative manner using subjective evaluation and clinical experience. This paper describes a framework for individual planning of OSA treatment using bimaxillary rotation advancement, which relies on computational modeling of hard and soft tissue mechanics. The described framework for simulation of functional and esthetic post-surgery outcome was used in 10 OSA patients. Comparison of the simulation results with post-surgery data reveals that biomechanical simulation provides a reliable estimate for post-surgery facial tissue behavior and antero-posterior airway extension, but fails to accurately describe a surprisingly large lateral stretch of the velopharyngeal region. This discrepancy is traced back to anisotropic effects of pharyngeal muscles. Possible approaches to improving the accuracy of model predictions and defining sharp criteria for optimizing combined OSA planning are discussed.
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Affiliation(s)
- Robert Frey
- Department of Oral and Maxillofacial Surgery, Seegartenklinik, Adenauerplatz 4/1, 69115 Heidelberg, Germany
- * E-mail:
| | - Barbora Gabrielova
- BioQuant, University Heidelberg, Im Neuenheimer Feld 267, 69120 Heidelberg, Germany
| | - Evgeny Gladilin
- BioQuant, University Heidelberg, Im Neuenheimer Feld 267, 69120 Heidelberg, Germany
- Division of Theoretical Bioinformatics, German Cancer Research Center, Berliner Str. 41, 69120 Heidelberg, Germany
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12
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Kimbell JS, Basu S, Garcia GJM, Frank-Ito DO, Lazarow F, Su E, Protsenko D, Chen Z, Rhee JS, Wong BJ. Upper airway reconstruction using long-range optical coherence tomography: Effects of airway curvature on airflow resistance. Lasers Surg Med 2018; 51:150-160. [PMID: 30051633 DOI: 10.1002/lsm.23005] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/04/2018] [Indexed: 11/06/2022]
Abstract
OBJECTIVES Adenotonsillectomy (AT) is commonly used to treat upper airway obstruction in children, but selection of patients who will benefit most from AT is challenging. The need for diagnostic evaluation tools without sedation, radiation, or high costs has motivated the development of long-range optical coherence tomography (LR-OCT), providing real-time cross-sectional airway imaging during endoscopy. Since the endoscope channel location is not tracked in conventional LR-OCT, airway curvature must be estimated and may affect predicted airway resistance. The study objective was to assess effects of three realistic airway curvatures on predicted airway resistance using computational fluid dynamics (CFD) in LR-OCT reconstructions of the upper airways of pediatric patients, before and after AT. METHODS Eight subjects (five males, three females, aged 4-9 years) were imaged using LR-OCT before and after AT during sedated endoscopy. Three-dimensional (3D) airway reconstructions included three airway curvatures. Steady-state, inspiratory airflow simulations were conducted under laminar conditions, along with turbulent simulations for one subject using the k-ω turbulence model. Airway resistance (pressure drop/flow) was compared using two-tailed Wilcoxon signed rank tests. RESULTS Regardless of the airway curvatures, CFD findings corroborate a surgical end-goal with computed post-operative airway resistance significantly less than pre-operative (P < 0.01). The individual resistances did not vary significantly for different airway curvatures (P > 0.25). Resistances computed using turbulent simulations differed from laminar results by less than ∼5%. CONCLUSIONS The results suggest that reconstruction of the upper airways from LR-OCT imaging data may not need to account for airway curvature to be predictive of surgical effects on airway resistance. Lasers Surg. Med. 51:150-160, 2019. © 2018 Wiley Periodicals, Inc.
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Affiliation(s)
- Julia S Kimbell
- Department of Otolaryngology/Head and Neck Surgery, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Saikat Basu
- Department of Otolaryngology/Head and Neck Surgery, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Guilherme J M Garcia
- Otolaryngology and Communication Sciences, Medical College of Wisconsin, Milwaukee, Wisconsin.,Medical College of Wisconsin, Biotechnology and Bioengineering Center, Milwaukee, Wisconsin
| | - Dennis O Frank-Ito
- Otolaryngology-Head and Neck Surgery, Duke University Medical Center, Durham, North Carolina
| | - Frances Lazarow
- Beckman Laser Institute, University of California, Irvine, California
| | - Erica Su
- Beckman Laser Institute, University of California, Irvine, California
| | - Dimitry Protsenko
- Beckman Laser Institute, University of California, Irvine, California
| | - Zhongping Chen
- Beckman Laser Institute, University of California, Irvine, California
| | - John S Rhee
- Otolaryngology and Communication Sciences, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Brian J Wong
- Beckman Laser Institute, University of California, Irvine, California.,Otolaryngology-Head and Neck Surgery, University of California, Irvine, California
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13
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Lambeth C, Amatoury J, Wang Z, Foster S, Amis T, Kairaitis K. Velopharyngeal mucosal surface topography in healthy subjects and subjects with obstructive sleep apnea. J Appl Physiol (1985) 2017; 122:482-491. [PMID: 28008099 DOI: 10.1152/japplphysiol.00764.2016] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2016] [Revised: 12/16/2016] [Accepted: 12/19/2016] [Indexed: 11/22/2022] Open
Abstract
Macroscopic pharyngeal anatomical abnormalities are thought to contribute to the pathogenesis of upper airway (UA) obstruction in obstructive sleep apnea (OSA). Microscopic changes in the UA mucosal lining of OSA subjects are reported; however, the impact of these changes on UA mucosal surface topography is unknown. This study aimed to 1) develop methodology to measure UA mucosal surface topography, and 2) compare findings from healthy and OSA subjects. Ten healthy and eleven OSA subjects were studied. Awake, gated (end expiration), head and neck position controlled magnetic resonance images (MRIs) of the velopharynx (VP) were obtained. VP mucosal surfaces were segmented from axial images, and three-dimensional VP mucosal surface models were constructed. Curvature analysis of the models was used to study the VP mucosal surface topography. Principal, mean, and Gaussian curvatures were used to define surface shape composition and surface roughness of the VP mucosal surface models. Significant differences were found in the surface shape composition, with more saddle/spherical and less flat/cylindrical shapes in OSA than healthy VP mucosal surface models (P < 0.01). OSA VP mucosal surface models were also found to have more mucosal surface roughness (P < 0.0001) than healthy VP mucosal surface models. Our novel methodology was utilized to model the VP mucosal surface of OSA and healthy subjects. OSA subjects were found to have different VP mucosal surface topography, composed of increased irregular shapes and increased roughness. We speculate increased irregularity in VP mucosal surface may increase pharyngeal collapsibility as a consequence of friction-related pressure loss.NEW & NOTEWORTHY A new methodology was used to model the upper airway mucosal surface topography from magnetic resonance images of patients with obstructive sleep apnea and healthy adults. Curvature analysis was used to analyze the topography of the models, and a new metric was derived to describe the mucosal surface roughness. Increased roughness was found in the obstructive sleep apnea vs. healthy group, but further research is required to determine the functional effects of the measured difference on upper airway airflow mechanics.
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Affiliation(s)
- Christopher Lambeth
- Ludwig Engel Centre for Respiratory Research, The Westmead Institute for Medical Research, Sydney, New South Wales, Australia;
| | - Jason Amatoury
- Ludwig Engel Centre for Respiratory Research, The Westmead Institute for Medical Research, Sydney, New South Wales, Australia.,University of Sydney at Westmead Hospital, Sydney, New South Wales, Australia.,Neuroscience Research Australia and School of Medical Sciences, University of New South Wales, Sydney, New South Wales, Australia
| | - Ziyu Wang
- University of Sydney, Sydney, New South Wales, Australia; and
| | - Sheryl Foster
- Department of Radiology, Westmead Hospital, Sydney, New South Wales, Australia.,University of Sydney at Westmead Hospital, Sydney, New South Wales, Australia
| | - Terence Amis
- Ludwig Engel Centre for Respiratory Research, The Westmead Institute for Medical Research, Sydney, New South Wales, Australia.,University of Sydney at Westmead Hospital, Sydney, New South Wales, Australia
| | - Kristina Kairaitis
- Ludwig Engel Centre for Respiratory Research, The Westmead Institute for Medical Research, Sydney, New South Wales, Australia.,University of Sydney at Westmead Hospital, Sydney, New South Wales, Australia
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14
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Amatoury J, Cheng S, Kairaitis K, Wheatley JR, Amis TC, Bilston LE. Development and validation of a computational finite element model of the rabbit upper airway: simulations of mandibular advancement and tracheal displacement. J Appl Physiol (1985) 2016; 120:743-57. [DOI: 10.1152/japplphysiol.00820.2015] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2015] [Accepted: 01/12/2016] [Indexed: 11/22/2022] Open
Abstract
The mechanisms leading to upper airway (UA) collapse during sleep are complex and poorly understood. We previously developed an anesthetized rabbit model for studying UA physiology. On the basis of this body of physiological data, we aimed to develop and validate a two-dimensional (2D) computational finite element model (FEM) of the passive rabbit UA and peripharyngeal tissues. Model geometry was reconstructed from a midsagittal computed tomographic image of a representative New Zealand White rabbit, which included major soft (tongue, soft palate, constrictor muscles), cartilaginous (epiglottis, thyroid cartilage), and bony pharyngeal tissues (mandible, hard palate, hyoid bone). Other UA muscles were modeled as linear elastic connections. Initial boundary and contact definitions were defined from anatomy and material properties derived from the literature. Model parameters were optimized to physiological data sets associated with mandibular advancement (MA) and caudal tracheal displacement (TD), including hyoid displacement, which featured with both applied loads. The model was then validated against independent data sets involving combined MA and TD. Model outputs included UA lumen geometry, peripharyngeal tissue displacement, and stress and strain distributions. Simulated MA and TD resulted in UA enlargement and nonuniform increases in tissue displacement, and stress and strain. Model predictions closely agreed with experimental data for individually applied MA, TD, and their combination. We have developed and validated an FEM of the rabbit UA that predicts UA geometry and peripharyngeal tissue mechanical changes associated with interventions known to improve UA patency. The model has the potential to advance our understanding of UA physiology and peripharyngeal tissue mechanics.
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Affiliation(s)
- Jason Amatoury
- Neuroscience Research Australia (NeuRA), Sydney, New South Wales, Australia
- School of Medical Sciences, University of New South Wales, Sydney, New South Wales, Australia
- Ludwig Engel Centre for Respiratory Research, The Westmead Institute for Medical Research, Sydney, New South Wales, Australia
- University of Sydney at Westmead Hospital, Sydney, New South Wales, Australia; and
| | - Shaokoon Cheng
- Neuroscience Research Australia (NeuRA), Sydney, New South Wales, Australia
- School of Medical Sciences, University of New South Wales, Sydney, New South Wales, Australia
- Department of Engineering, Macquarie University, Sydney, New South Wales, Australia
| | - Kristina Kairaitis
- Ludwig Engel Centre for Respiratory Research, The Westmead Institute for Medical Research, Sydney, New South Wales, Australia
- University of Sydney at Westmead Hospital, Sydney, New South Wales, Australia; and
| | - John R. Wheatley
- Ludwig Engel Centre for Respiratory Research, The Westmead Institute for Medical Research, Sydney, New South Wales, Australia
- University of Sydney at Westmead Hospital, Sydney, New South Wales, Australia; and
| | - Terence C. Amis
- Ludwig Engel Centre for Respiratory Research, The Westmead Institute for Medical Research, Sydney, New South Wales, Australia
- University of Sydney at Westmead Hospital, Sydney, New South Wales, Australia; and
| | - Lynne E. Bilston
- Neuroscience Research Australia (NeuRA), Sydney, New South Wales, Australia
- Prince of Wales Clinical School, University of New South Wales, Sydney, New South Wales, Australia
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15
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Cisonni J, Lucey AD, King AJC, Islam SMS, Lewis R, Goonewardene MS. Numerical simulation of pharyngeal airflow applied to obstructive sleep apnea: effect of the nasal cavity in anatomically accurate airway models. Med Biol Eng Comput 2015; 53:1129-39. [PMID: 26429351 DOI: 10.1007/s11517-015-1399-z] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2013] [Accepted: 09/19/2015] [Indexed: 11/26/2022]
Abstract
Repetitive brief episodes of soft-tissue collapse within the upper airway during sleep characterize obstructive sleep apnea (OSA), an extremely common and disabling disorder. Failure to maintain the patency of the upper airway is caused by the combination of sleep-related loss of compensatory dilator muscle activity and aerodynamic forces promoting closure. The prediction of soft-tissue movement in patient-specific airway 3D mechanical models is emerging as a useful contribution to clinical understanding and decision making. Such modeling requires reliable estimations of the pharyngeal wall pressure forces. While nasal obstruction has been recognized as a risk factor for OSA, the need to include the nasal cavity in upper-airway models for OSA studies requires consideration, as it is most often omitted because of its complex shape. A quantitative analysis of the flow conditions generated by the nasal cavity and the sinuses during inspiration upstream of the pharynx is presented. Results show that adequate velocity boundary conditions and simple artificial extensions of the flow domain can reproduce the essential effects of the nasal cavity on the pharyngeal flow field. Therefore, the overall complexity and computational cost of accurate flow predictions can be reduced.
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Affiliation(s)
- Julien Cisonni
- Fluid Dynamics Research Group, Department of Mechanical Engineering, Curtin University, Perth, WA, Australia.
| | - Anthony D Lucey
- Fluid Dynamics Research Group, Department of Mechanical Engineering, Curtin University, Perth, WA, Australia
| | - Andrew J C King
- Fluid Dynamics Research Group, Department of Mechanical Engineering, Curtin University, Perth, WA, Australia
| | - Syed Mohammed Shamsul Islam
- Fluid Dynamics Research Group, Department of Mechanical Engineering, Curtin University, Perth, WA, Australia
- School of Dentistry/Oral Health Centre of Western Australia, University of Western Australia, Crawley, WA, Australia
| | - Richard Lewis
- Perth Head and Neck Surgery, Nedlands, WA, Australia
| | - Mithran S Goonewardene
- School of Dentistry/Oral Health Centre of Western Australia, University of Western Australia, Crawley, WA, Australia
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16
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Joosten SA, Edwards BA, Wellman A, Turton A, Skuza EM, Berger PJ, Hamilton GS. The Effect of Body Position on Physiological Factors that Contribute to Obstructive Sleep Apnea. Sleep 2015; 38:1469-78. [PMID: 25761982 DOI: 10.5665/sleep.4992] [Citation(s) in RCA: 70] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2014] [Accepted: 01/31/2015] [Indexed: 01/21/2023] Open
Abstract
STUDY OBJECTIVES Obstructive sleep apnea (OSA) resolves in lateral sleep in 20% of patients. However, the effect of lateral positioning on factors contributing to OSA has not been studied. We aimed to measure the effect of lateral positioning on the key pathophysiological contributors to OSA including lung volume, passive airway anatomy/collapsibility, the ability of the airway to stiffen and dilate, ventilatory control instability (loop gain), and arousal threshold. DESIGN Non-randomized single arm observational study. SETTING Sleep laboratory. PATIENTS/PARTICIPANTS 20 (15M, 5F) continuous positive airway pressure (CPAP)-treated severe OSA patients. INTERVENTIONS Supine vs. lateral position. MEASUREMENTS CPAP dial-downs performed during sleep to measure: (i) Veupnea: asleep ventilatory requirement, (ii) passive V0: ventilation off CPAP when airway dilator muscles are quiescent, (iii) Varousal: ventilation at which respiratory arousals occur, (iv) active V0: ventilation off CPAP when airway dilator muscles are activated during sleep, (v) loop gain: the ratio of the ventilatory drive response to a disturbance in ventilation, (vi) arousal threshold: level of ventilatory drive which leads to arousal, (vii) upper airway gain (UAG): ability of airway muscles to restore ventilation in response to increases in ventilatory drive, and (viii) pharyngeal critical closing pressure (Pcrit). Awake functional residual capacity (FRC) was also recorded. RESULTS Lateral positioning significantly increased passive V0 (0.33 ± 0.76L/min vs. 3.56 ± 2.94L/min, P < 0.001), active V0 (1.10 ± 1.97L/min vs. 4.71 ± 3.08L/min, P < 0.001), and FRC (1.31 ± 0.56 L vs. 1.42 ± 0.62 L, P = 0.046), and significantly decreased Pcrit (2.02 ± 2.55 cm H2O vs. -1.92 ± 3.87 cm H2O, P < 0.001). Loop gain, arousal threshold, Varousal, and UAG were not significantly altered. CONCLUSIONS Lateral positioning significantly improves passive airway anatomy/collapsibility (passive V0, pharyngeal critical closing pressure), the ability of the airway to stiffen and dilate (active V0), and the awake functional residual capacity without improving loop gain or arousal threshold.
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Affiliation(s)
- Simon A Joosten
- Monash Lung and Sleep, Monash Health, Clayton, Victoria, Australia.,Ritchie Centre, Monash Institute of Medical Research/Prince Henry Institute, Monash University, Clayton, Victoria, Australia
| | - Bradley A Edwards
- Division of Sleep Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Andrew Wellman
- Division of Sleep Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Anthony Turton
- Monash Lung and Sleep, Monash Health, Clayton, Victoria, Australia
| | - Elizabeth M Skuza
- Ritchie Centre, Monash Institute of Medical Research/Prince Henry Institute, Monash University, Clayton, Victoria, Australia
| | - Philip J Berger
- Ritchie Centre, Monash Institute of Medical Research/Prince Henry Institute, Monash University, Clayton, Victoria, Australia
| | - Garun S Hamilton
- Monash Lung and Sleep, Monash Health, Clayton, Victoria, Australia.,School of Clinical Sciences, Monash University, Clayton, Victoria, Australia
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17
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McLaughlin RA, Noble PB, Sampson DD. Optical coherence tomography in respiratory science and medicine: from airways to alveoli. Physiology (Bethesda) 2015; 29:369-80. [PMID: 25180266 DOI: 10.1152/physiol.00002.2014] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Optical coherence tomography is a rapidly maturing optical imaging technology, enabling study of the in vivo structure of lung tissue at a scale of tens of micrometers. It has been used to assess the layered structure of airway walls, quantify both airway lumen caliber and compliance, and image individual alveoli. This article provides an overview of the technology and reviews its capability to provide new insights into respiratory disease.
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Affiliation(s)
- Robert A McLaughlin
- Optical & Biomedical Engineering Laboratory, School of Electrical, Electronic & Computer Engineering, The University of Western Australia, Perth, Australia;
| | - Peter B Noble
- School of Anatomy, Physiology & Human Biology, and Centre for Neonatal Research & Education, School of Paediatrics and Child Health, The University of Western Australia, Crawley, Australia; and
| | - David D Sampson
- Optical & Biomedical Engineering Laboratory, School of Electrical, Electronic & Computer Engineering, The University of Western Australia, Perth, Australia; Centre for Microscopy, Characterisation & Analysis, The University of Western Australia, Perth, Australia
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18
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Intraoperative long range optical coherence tomography as a novel method of imaging the pediatric upper airway before and after adenotonsillectomy. Int J Pediatr Otorhinolaryngol 2015; 79:63-70. [PMID: 25479699 PMCID: PMC4313623 DOI: 10.1016/j.ijporl.2014.11.009] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2014] [Revised: 11/04/2014] [Accepted: 11/07/2014] [Indexed: 12/29/2022]
Abstract
BACKGROUND/OBJECTIVES While upper airway obstruction is a common problem in the pediatric population, the first-line treatment, adenotonsillectomy, fails in up to 20% of patients. The decision to proceed to surgery is often made without quantitative anatomic guidance. We evaluated the use of a novel technique, long-range optical coherence tomography (LR-OCT), to image the upper airway of children under general anesthesia immediately before and after tonsillectomy and/or adenoidectomy. We investigated the feasibility of LR-OCT to identify both normal anatomy and sites of airway narrowing and to quantitatively compare airway lumen size in the oropharyngeal and nasopharyngeal regions pre- and post-operatively. METHODS 46 children were imaged intraoperatively with a custom-designed LR-OCT system, both before and after adenotonsillectomy. These axial LR-OCT images were both rendered into 3D airway models for qualitative analysis and manually segmented for quantitative comparison of cross-sectional area. RESULTS LR-OCT images demonstrated normal anatomic structures (base of tongue, epiglottis) as well as regions of airway narrowing. Volumetric rendering of pre- and post-operative images clearly showed regions of airway collapse and post-surgical improvement in airway patency. Quantitative analysis of cross-sectional images showed an average change of 70.52mm(2) (standard deviation 47.87mm(2)) in the oropharynx after tonsillectomy and 105.58mm(2) (standard deviation 60.62mm(2)) in the nasopharynx after adenoidectomy. CONCLUSIONS LR-OCT is an emerging technology that rapidly generates 3D images of the pediatric upper airway in a feasible manner. This is the first step toward development of an office-based system to image awake pediatric subjects and thus better identify loci of airway obstruction prior to surgery.
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19
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Solé-Casals J, Munteanu C, Martín OC, Barbé F, Queipo C, Amilibia J, Durán-Cantolla J. Detection of severe obstructive sleep apnea through voice analysis. Appl Soft Comput 2014. [DOI: 10.1016/j.asoc.2014.06.017] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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20
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Luo H, Sin S, McDonough JM, Isasi CR, Arens R, Wootton DM. Computational fluid dynamics endpoints for assessment of adenotonsillectomy outcome in obese children with obstructive sleep apnea syndrome. J Biomech 2014; 47:2498-503. [PMID: 24840295 DOI: 10.1016/j.jbiomech.2014.03.023] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2014] [Accepted: 03/12/2014] [Indexed: 11/19/2022]
Abstract
BACKGROUND Improvements in obstructive sleep apnea syndrome (OSAS) severity may be associated with improved pharyngeal fluid mechanics following adenotonsillectomy (AT). The study objective is to use image-based computational fluid dynamics (CFD) to model changes in pharyngeal pressures after AT, in obese children with OSAS and adenotonsillar hypertrophy. METHODS Three-dimensional models of the upper airway from nares to trachea, before and after AT, were derived from magnetic resonance images obtained during wakefulness, in a cohort of 10 obese children with OSAS. Velocity, pressure, and turbulence fields during peak tidal inspiratory flow were computed using commercial software. CFD endpoints were correlated with polysomnography endpoints before and after AT using Spearman׳s rank correlation (rs). RESULTS Apnea hypopnea index (AHI) decreases after AT was strongly correlated with reduction in maximum pressure drop (dPTAmax) in the region where tonsils and adenoid constrict the pharynx (rs=0.78, P=0.011), and with decrease of the ratio of dPTAmax to flow rate (rs=0.82, P=0.006). Correlations of AHI decrease to anatomy, negative pressure in the overlap region (including nasal flow resistance), or pressure drop through the entire pharynx, were not significant. In a subgroup of subjects with more than 10% improvement in AHI, correlations between flow variables and AHI decrease were stronger than in all subjects. CONCLUSIONS The correlation between change in dPTAmax and improved AHI suggests that dPTAmax may be a useful index for internal airway loading due to anatomical narrowing, and may be better correlated with AHI than direct airway anatomic measurements.
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Affiliation(s)
- Haiyan Luo
- Department of Mechanical Engineering, The Cooper Union for the Advancement of Science and Art, 41 Cooper Square, New York, NY, USA
| | - Sanghun Sin
- Division of Respiratory and Sleep Medicine, Albert Einstein College of Medicine, The Children׳s Hospital at Montefiore, Bronx, NY, USA
| | - Joseph M McDonough
- Division of Pulmonary Medicine, The Children׳s Hospital of Philadelphia, Philadelphia, PA, USA
| | - Carmen R Isasi
- Department of Epidemiology & Population Health, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Raanan Arens
- Division of Respiratory and Sleep Medicine, Albert Einstein College of Medicine, The Children׳s Hospital at Montefiore, Bronx, NY, USA
| | - David M Wootton
- Department of Mechanical Engineering, The Cooper Union for the Advancement of Science and Art, 41 Cooper Square, New York, NY, USA.
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21
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Wootton DM, Luo H, Persak SC, Sin S, McDonough JM, Isasi CR, Arens R. Computational fluid dynamics endpoints to characterize obstructive sleep apnea syndrome in children. J Appl Physiol (1985) 2013; 116:104-12. [PMID: 24265282 DOI: 10.1152/japplphysiol.00746.2013] [Citation(s) in RCA: 50] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Computational fluid dynamics (CFD) analysis may quantify the severity of anatomical airway restriction in obstructive sleep apnea syndrome (OSAS) better than anatomical measurements alone. However, optimal CFD model endpoints to characterize or assess OSAS have not been determined. To model upper airway fluid dynamics using CFD and investigate the strength of correlation between various CFD endpoints, anatomical endpoints, and OSAS severity, in obese children with OSAS and controls. CFD models derived from magnetic resonance images were solved at subject-specific peak tidal inspiratory flow; pressure at the choanae was set by nasal resistance. Model endpoints included airway wall minimum pressure (Pmin), flow resistance in the pharynx (Rpharynx), and pressure drop from choanae to a minimum cross section where tonsils and adenoids constrict the pharynx (dPTAmax). Significance of endpoints was analyzed using paired comparisons (t-test or Wilcoxon signed rank test) and Spearman correlation. Fifteen subject pairs were analyzed. Rpharynx and dPTAmax were higher in OSAS than control and most significantly correlated to obstructive apnea-hypopnea index (oAHI), r = 0.48 and r = 0.49, respectively (P < 0.01). Airway minimum cross-sectional correlation to oAHI was weaker (r = -0.39); Pmin was not significantly correlated. CFD model endpoints based on pressure drops in the pharynx were more closely associated with the presence and severity of OSAS than pressures including nasal resistance, or anatomical endpoints. This study supports the usefulness of CFD to characterize anatomical restriction of the pharynx and as an additional tool to evaluate subjects with OSAS.
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Affiliation(s)
- David M Wootton
- Kanbar Center for Biomedical Engineering and Department of Mechanical Engineering, The Cooper Union for the Advancement of Science and Art, New York, New York
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Anderson P, Fels S, Green S. Implementation and validation of a 1D fluid model for collapsible channels. J Biomech Eng 2013; 135:111006. [PMID: 24008973 DOI: 10.1115/1.4025326] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2013] [Accepted: 09/06/2013] [Indexed: 11/08/2022]
Abstract
A 1D fluid model is implemented for the purpose of fluid-structure interaction (FSI) simulations in complex and completely collapsible geometries, particularly targeting the case of obstructive sleep apnea (OSA). The fluid mechanics are solved separately from any solid mechanics, making possible the use of a highly complex and/or black-box solver for the solid mechanics. The fluid model is temporally discretized with a second-order scheme and spatially discretized with an asymmetrical fourth-order scheme that is robust in highly uneven geometries. A completely collapsing and reopening geometry is handled smoothly using a modified area function. The numerical implementation is tested with two driven-geometry cases: (1) an inviscid analytical solution and (2) a completely closing geometry with viscous flow. Three-dimensional fluid simulations in static geometries are performed to examine the assumptions of the 1D model, and with a well-defined pressure-recovery constant the 1D model agrees well with 3D models. The model is very fast computationally, is robust, and is recommended for OSA simulations where the bulk flow pressure is primarily of interest.
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Effect of the velopharynx on intraluminal pressures in reconstructed pharynges derived from individuals with and without sleep apnea. J Biomech 2013; 46:2504-12. [DOI: 10.1016/j.jbiomech.2013.07.007] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2013] [Revised: 06/28/2013] [Accepted: 07/03/2013] [Indexed: 11/23/2022]
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Joosten SA, O'Driscoll DM, Berger PJ, Hamilton GS. Supine position related obstructive sleep apnea in adults: pathogenesis and treatment. Sleep Med Rev 2013; 18:7-17. [PMID: 23669094 DOI: 10.1016/j.smrv.2013.01.005] [Citation(s) in RCA: 152] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2012] [Revised: 01/21/2013] [Accepted: 01/21/2013] [Indexed: 11/26/2022]
Abstract
The most striking feature of obstructive respiratory events is that they are at their most severe and frequent in the supine sleeping position: indeed, more than half of all obstructive sleep apnea (OSA) patients can be classified as supine related OSA. Existing evidence points to supine related OSA being attributable to unfavorable airway geometry, reduced lung volume, and an inability of airway dilator muscles to adequately compensate as the airway collapses. The role of arousal threshold and ventilatory control instability in the supine position has however yet to be defined. Crucially, few physiological studies have examined patients in the lateral and supine positions, so there is little information to elucidate how breathing stability is affected by sleep posture. The mechanisms of supine related OSA can be overcome by the use of continuous positive airway pressure. There are conflicting data on the utility of oral appliances, while the effectiveness of weight loss and nasal expiratory resistance remains unclear. Avoidance of the supine posture is efficacious, but long term compliance data and well powered randomized controlled trials are lacking. The treatment of supine related OSA remains largely ignored in major clinical guidelines. Supine OSA is the dominant phenotype of the OSA syndrome. This review explains why the supine position so favors upper airway collapse and presents the available data on the management of patients with supine related OSA.
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Affiliation(s)
- Simon A Joosten
- Monash Lung and Sleep, Monash Medical Centre, Clayton, Australia; The Ritchie Centre, Monash Institute of Medical Research, Monash University, Clayton, Australia.
| | - Denise M O'Driscoll
- Monash Lung and Sleep, Monash Medical Centre, Clayton, Australia; Department of Medicine, Southern Clinical School, Monash University, Clayton, Australia
| | - Philip J Berger
- The Ritchie Centre, Monash Institute of Medical Research, Monash University, Clayton, Australia
| | - Garun S Hamilton
- Monash Lung and Sleep, Monash Medical Centre, Clayton, Australia; The Ritchie Centre, Monash Institute of Medical Research, Monash University, Clayton, Australia
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Wijesundara KC, Iftimia NV, Oldenburg AL. Design of a Swept-Source, Anatomical OCT System for Pediatric Bronchoscopy. PROCEEDINGS OF SPIE--THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING 2013; 8571. [PMID: 24357912 DOI: 10.1117/12.2004226] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
We describe the design and performance of a long coherence length, swept-source anatomical OCT (aOCT) system for pediatric airway imaging. A fiber-optic catheter is designed to be accommodated by a small-bore bronchoscope, and is scanned distally in a helical scan pattern to provide aOCT during bronchoscopy. We discuss particular challenges associated with the need for large imaging range, low SNR roll-off, and small catheter diameter. We present 3-D visualizations of airway phantoms and discuss optimization of the airway surface geometry obtained by aOCT. Accurate reconstruction of airway geometry will enable predictive modeling of patients suffering from airway obstruction.
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Affiliation(s)
- Kushal C Wijesundara
- Department of Physics and Astronomy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599-3255
| | - Nicusor V Iftimia
- Physical Sciences Inc., New England Business Center, Andover, MA 01810
| | - Amy L Oldenburg
- Department of Physics and Astronomy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599-3255 ; Biomedical Research Imaging Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599-3255
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Zhao M, Barber T, Cistulli P, Sutherland K, Rosengarten G. Computational fluid dynamics for the assessment of upper airway response to oral appliance treatment in obstructive sleep apnea. J Biomech 2013; 46:142-50. [DOI: 10.1016/j.jbiomech.2012.10.033] [Citation(s) in RCA: 55] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2012] [Revised: 10/23/2012] [Accepted: 10/26/2012] [Indexed: 10/27/2022]
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Paré PD, Nagano T, Coxson HO. Airway imaging in disease: gimmick or useful tool? J Appl Physiol (1985) 2012; 113:636-46. [PMID: 22604891 PMCID: PMC3424064 DOI: 10.1152/japplphysiol.00372.2012] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2012] [Accepted: 05/15/2012] [Indexed: 01/06/2023] Open
Abstract
Airway remodeling is an important pathophysiological mechanism in a variety of chronic airway diseases. Historically investigators have had to use invasive techniques such as histological examination of excised tissue to study airway wall structure. The last several years has seen a proliferation of relatively noninvasive techniques to assess the airway branching pattern, wall thickness, and more recently, airway wall tissue components. These methods include computed tomography, magnetic resonance imaging, and optical coherence tomography. These new imaging technologies have become popular because to understand the physiology of lung disease it is important we understand the underlying anatomy. However, these new approaches are not standardized or available in all centers so a review of their validity and clinical utility is appropriate. This review documents how investigators are working hard to correct for inconsistencies between techniques so that they become more accepted and utilized in clinical settings. These new imaging techniques are very likely to play a frontline role in the study of lung disease and will, hopefully, allow clinicians and investigators to better understand disease pathogenesis and to design and assess new therapeutic interventions.
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Affiliation(s)
- Peter D Paré
- University of British Columbia James Hogg Research Centre and Institute for Heart + Lung Health, Vancouver, British Columbia, Canada
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Zhu JH, Lee HP, Lim KM, Lee SJ, Teo LSL, Wang DY. Passive movement of human soft palate during respiration: A simulation of 3D fluid/structure interaction. J Biomech 2012; 45:1992-2000. [DOI: 10.1016/j.jbiomech.2012.04.027] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2011] [Revised: 01/03/2012] [Accepted: 04/26/2012] [Indexed: 12/24/2022]
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Wang Y, Wang J, Liu Y, Yu S, Sun X, Li S, Shen S, Zhao W. Fluid-structure interaction modeling of upper airways before and after nasal surgery for obstructive sleep apnea. INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN BIOMEDICAL ENGINEERING 2012; 28:528-546. [PMID: 25099456 DOI: 10.1002/cnm.1486] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/26/2010] [Revised: 05/07/2011] [Accepted: 11/02/2011] [Indexed: 06/03/2023]
Abstract
Nasal obstruction frequently has been associated with obstructive sleep apnea (OSA). Although correction of an obstructed nasal airway is considered an important component in OSA treatment, the effect of nasal surgery on OSA remains controversial. Variation in airway anatomy between before and after nasal surgery may cause significant differences in airflow patterns within the upper airway. In this paper, anatomically accurate models of the interaction between upper airway and soft palate were developed from prenasal and post-nasal surgery multidetector computed tomography data of a patient with OSA and nasal obstruction. Computational modeling for inspiration and expiration was performed by using fluid-structure interaction method. The airflow characteristics such as velocity, turbulence intensity and pressure drop, and displacement distribution of soft palate are selected for comparison. Airway resistances significantly decrease after the nasal surgery, especially in the velopharynx region because of an enlarged pharyngeal cavity and a reduced upstream resistance. Meanwhile, the decreased aerodynamic force would result in a smaller displacement of soft palates, which would lead to slight impact of the soft palate motion on the airflow characteristics. The present results suggest that airflow distribution in the whole upper airway and soft palate motions have improved following nasal surgery.
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Affiliation(s)
- Ying Wang
- State Key Laboratory of Structural Analysis for Industrial Equipment, Dalian University of Technology, Dalian, Liaoning, 116024, People's Republic of China
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Coxson HO, Eastwood PR, Williamson JP, Sin DD. Phenotyping airway disease with optical coherence tomography. Respirology 2011; 16:34-43. [PMID: 21044229 DOI: 10.1111/j.1440-1843.2010.01888.x] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Airway diseases are a major concern around the world. However, the pace of new drug and biomarker discovery has lagged behind those of other common disorders such as cardiovascular diseases and diabetes. One major barrier in airway research has been the inability to accurately visualize large or small airway remodelling or dysplastic/neoplastic (either pre or early cancerous) changes using non- or minimally invasive instruments. The advent of optical coherence tomography (OCT) has the potential to revolutionize airway research and management by allowing investigators and clinicians to visualize the airway with resolution approaching histology and without exposing patients to harmful effects of ionizing radiation. Thus, with the aid of OCT, we may be able to accurately determine and quantify the extent of airway remodelling in asthma and chronic obstructive pulmonary disease, detect early pre-cancerous lesions in smokers for chemoprevention, study the upper airway anatomy of patients with obstructive sleep apnea in real time while they are asleep and facilitate optimal selection of stents for those with tracheal obstruction. In this paper, we review the current state of knowledge of OCT and its possible application in airway diseases.
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Affiliation(s)
- Harvey O Coxson
- Providence Heart and Lung Institute and The UBC James Hogg Research Center, St. Paul's Hospital, Vancouver, British Columbia, Canada
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