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Kuprat AP, Feng Y, Corley RA, Darquenne C. Subject-Specific Multi-Scale Modeling of the Fate of Inhaled Aerosols. JOURNAL OF AEROSOL SCIENCE 2025; 183:106471. [PMID: 39678160 PMCID: PMC11636312 DOI: 10.1016/j.jaerosci.2024.106471] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/17/2024]
Abstract
Determining the fate of inhaled aerosols in the respiratory system is essential in assessing the potential toxicity of inhaled airborne materials, responses to airborne pathogens, or in improving inhaled drug delivery. The availability of high-resolution clinical lung imaging and advances in the reconstruction of lung airways from CT images have led to the development of subject-specific in-silico 3D models of aerosol dosimetry, often referred to as computational fluid-particle-dynamics (CFPD) models. As CFPD models require extensive computing resources, they are typically confined to the upper and large airways. These models can be combined with lower-dimensional models to form multiscale models that predict the transport and deposition of inhaled aerosols in the entire respiratory tract. Understanding where aerosols deposit is only the first of potentially several key events necessary to predict an outcome, being a detrimental health effect or a therapeutic response. To that end, multiscale approaches that combine CFPD with physiologically-based pharmacokinetics (PBPK) models have been developed to evaluate the absorption, distribution, metabolism, and excretion (ADME) of toxic or medicinal chemicals in one or more compartments of the human body. CFPD models can also be combined with host cell dynamics (HCD) models to assess regional immune system responses. This paper reviews the state of the art of these different multiscale approaches and discusses the potential role of personalized or subject-specific modeling in respiratory health.
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Affiliation(s)
- A P Kuprat
- Pacific Northwest National Laboratory, Richland, WA, USA
| | - Y Feng
- School of Chemical Engineering, Oklahoma State University, Stillwater, OK, USA
| | - R A Corley
- Greek Creek Toxicokinetics Consulting, LLC, Boise, ID, USA
| | - C Darquenne
- Department of Medicine, University of California, San Diego, CA, USA
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2
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Schwab RJ, Lin TC, Wiemken A, Dedhia RC, Wehrli FW, Keenan BT. State-Dependent Biomechanical Behavior of Oropharyngeal Structures in Apneic and Control Subjects: A Proof-of-Concept Study. Ann Am Thorac Soc 2024; 21:949-960. [PMID: 38507612 PMCID: PMC11160136 DOI: 10.1513/annalsats.202309-847oc] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2023] [Accepted: 03/20/2024] [Indexed: 03/22/2024] Open
Abstract
Rationale: Apneic individuals have reduced airway caliber during sleep. The biomechanical changes in upper airway anatomy contributing to this airway narrowing are largely unknown. Objectives: We sought to investigate the state-dependent (wake vs. sleep) biomechanical behavior of the upper airway soft-tissue and craniofacial structures. Methods: Upper airway magnetic resonance imaging was performed in 15 sleep-deprived control subjects (apnea-hypopnea index, <5; 0.3 ± 0.5 events per hour) and 12 sleep-deprived apneic subjects (apnea-hypopnea index, ⩾5; 35.2 ± 18.1 events per hour) during wake and sleep and analyzed for airway measures and soft-tissue/mandibular movement. Results: In the retropalatal region, control subjects showed sleep-dependent reductions (P ⩽ 0.037) in average cross-sectional airway area (CSA), minimum CSA, and anteroposterior and lateral dimensions. Apneic subjects showed sleep-dependent reductions (P ⩽ 0.002) in average CSA, minimum CSA, and anteroposterior and lateral dimensions. In the retroglossal region, control subjects had no sleep-dependent airway reductions. However, apneic subjects had sleep-dependent reductions in minimal CSA (P = 0.001) and lateral dimensions (P = 0.014). Control subjects only showed sleep-dependent posterior movement of the anterior-inferior tongue octant (P = 0.039), whereas apneic subjects showed posterior movement of the soft palate (P = 0.006) and all tongue octants (P ⩽ 0.012). Sleep-dependent medial movement of the lateral walls was seen at the retropalatal minimum level (P = 0.013) in control subjects and at the retropalatal and retroglossal minimum levels (P ⩽ 0.017) in apneic subjects. There was posterior movement of the mandible in apneic subjects (P ⩽ 0.017). Conclusions: During sleep, control and apneic subjects showed reductions in retropalatal airway caliber, but only the apneic subjects showed retroglossal airway narrowing. Reductions in anteroposterior and lateral airway dimensions were primarily due to posterior soft palate, tongue and mandibular movement and to medial lateral wall movement. These data provide important initial insights into obstructive sleep apnea pathogenesis.
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Affiliation(s)
| | - Theodore C. Lin
- Division of Sleep Medicine, Department of Medicine
- Department of Otorhinolaryngology – Head and Neck Surgery, Temple University, Philadelphia, Pennsylvania
| | | | - Raj C. Dedhia
- Division of Sleep Medicine, Department of Medicine
- Department of Otorhinolaryngology – Head and Neck Surgery, and
| | - Felix W. Wehrli
- Laboratory for Structural, Physiologic, and Functional Imaging, Department of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania; and
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3
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Alqudah AM, Elwali A, Kupiak B, Hajipour F, Jacobson N, Moussavi Z. Obstructive sleep apnea detection during wakefulness: a comprehensive methodological review. Med Biol Eng Comput 2024; 62:1277-1311. [PMID: 38279078 PMCID: PMC11021303 DOI: 10.1007/s11517-024-03020-3] [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: 06/25/2023] [Accepted: 01/11/2024] [Indexed: 01/28/2024]
Abstract
Obstructive sleep apnea (OSA) is a chronic condition affecting up to 1 billion people, globally. Despite this spread, OSA is still thought to be underdiagnosed. Lack of diagnosis is largely attributed to the high cost, resource-intensive, and time-consuming nature of existing diagnostic technologies during sleep. As individuals with OSA do not show many symptoms other than daytime sleepiness, predicting OSA while the individual is awake (wakefulness) is quite challenging. However, research especially in the last decade has shown promising results for quick and accurate methodologies to predict OSA during wakefulness. Furthermore, advances in machine learning algorithms offer new ways to analyze the measured data with more precision. With a widening research outlook, the present review compares methodologies for OSA screening during wakefulness, and recommendations are made for avenues of future research and study designs.
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Affiliation(s)
- Ali Mohammad Alqudah
- Biomedical Engineering Program, University of Manitoba, 66 Chancellors Cir, Winnipeg, MB, R3T 2N2, Canada
| | - Ahmed Elwali
- Biomedical Engineering Program, Marian University, 3200 Cold Sprint Road, Indianapolis, IN, 46222-1997, USA
| | - Brendan Kupiak
- Electrical and Computer Engineering Department, University of Manitoba, 66 Chancellors Cir, Winnipeg, MB, R3T 2N2, Canada
| | | | - Natasha Jacobson
- Biosystems Engineering Department, University of Manitoba, 66 Chancellors Cir, Winnipeg, MB, R3T 2N2, Canada
| | - Zahra Moussavi
- Biomedical Engineering Program, University of Manitoba, 66 Chancellors Cir, Winnipeg, MB, R3T 2N2, Canada.
- Electrical and Computer Engineering Department, University of Manitoba, 66 Chancellors Cir, Winnipeg, MB, R3T 2N2, Canada.
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4
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Darquenne C, Theilmann RJ, Rivoalen I, DeYoung PN, Orr JE, Malhotra A, Hicks CB, Owens RL. Upper airway imaging and function in obstructive sleep apnea in people with and without HIV. J Appl Physiol (1985) 2024; 136:313-321. [PMID: 38095015 PMCID: PMC11212802 DOI: 10.1152/japplphysiol.00750.2023] [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: 10/23/2023] [Revised: 11/29/2023] [Accepted: 12/12/2023] [Indexed: 12/22/2023] Open
Abstract
Obstructive sleep apnea (OSA) is common in people living with human immunodeficiency virus (HIV) (PLWH), but the underlying mechanisms are unclear. With improved long-term survival among PLWH, aging and obesity are increasingly prevalent in this population. These are also strong risk factors for the development of obstructive sleep apnea. We used magnetic resonance imaging (MRI) to measure upper airway (UA) anatomy and tongue fat content in PLWH with OSA (PLWH + OSA, n = 9) and in age-, sex-, and body mass index (BMI)-matched OSA controls (OSA, n = 11). We also quantified change in UA dimension during tidal breathing (during wakefulness and natural sleep) at four anatomical levels from the hard palate to the epiglottis along with synchronous MRI-compatible electroencephalogram and nasal flow measurements. All participants underwent on a separate night a baseline polysomnogram to assess OSA severity and an additional overnight physiological sleep study to measure OSA traits. We found no difference between the PLWH + OSA and the OSA control group in UA volume [PLWH + OSA: 12.8 mL (10.1-17.0), OSA: 14.0 mL (13.3-17.9), median (IQR)] or tongue volume [PLWH + OSA: 140.2 mL (125.1-156.9), OSA: 132.4 mL (126.8-154.7)] and a smaller tongue fat content in PLWH + OSA [11.2% (10.2-12.4)] than in the OSA controls [14.8% (13.2-15.5), P = 0.046]. There was no difference in the dynamic behavior of the UA between the two groups. When pooled together, both static and dynamic imaging metrics could be correlated with measures of UA mechanical properties. Our data suggest similar underlying UA physiology in OSA in subjects with and without HIV.NEW & NOTEWORTHY Obstructive sleep apnea is common in people living with human immunodeficiency virus (HIV), but the underlying mechanisms are unclear. We did not find differences in upper airway morphology using magnetic resonance imaging (MRI) during wake and natural sleep between people living with HIV (PLWH) with obstructive sleep apnea (OSA) and age, gender, and body mass index (BMI)-matched people with OSA but without HIV. Nor were there differences in tongue volume or changes in airway size during inspiration and expiration. MRI-derived anatomy was correlated with measures of airway collapse.
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Affiliation(s)
- Chantal Darquenne
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of California, San Diego, California, United States
| | - Rebecca J Theilmann
- Department of Radiology, University of California, San Diego, California, United States
| | - Ines Rivoalen
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of California, San Diego, California, United States
| | - Pamela N DeYoung
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of California, San Diego, California, United States
| | - Jeremy E Orr
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of California, San Diego, California, United States
| | - Atul Malhotra
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of California, San Diego, California, United States
| | - Charles B Hicks
- Division of Infectious Diseases, Department of Medicine, University of California, San Diego, California, United States
| | - Robert L Owens
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of California, San Diego, California, United States
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Huang Z, Huang D, Liu F, Liang J, Zhao Z, Lu H, Xu Y, Qiu Y, Li S. Modified oropharyngeal muscle training and scientific vocalization are effective in treating mild-to-moderate obstructive sleep apnea hypoventilation syndrome in adults. Acta Otolaryngol 2023; 143:989-995. [PMID: 38164829 DOI: 10.1080/00016489.2023.2288283] [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: 09/17/2023] [Accepted: 11/18/2023] [Indexed: 01/03/2024]
Abstract
BACKGROUND Obstructive Sleep Apnea-hypopnea Syndrome (OSAHS) has become a major public health challenge globally. Most patients have a concomitant voice disorder. The existing treatment methods have problems.Aims/Objectives: This study investigates the therapeutic effect of adding scientific vocalization to oropharyngeal muscle training on OSAHS patients. MATERIAL AND METHODS A total of 30 patients were selected from September 2020 to October 2022. They underwent overnight polysomnography (PSG) and were identified as having mild to moderate obstructive sleep apnea hypoventilation syndrome. They were then chosen for a three-month period of modified oropharyngeal muscle training combined with scientific vocalization. RESULTS Out of the 30 selected patients, 26 patients completed the training. Results showed a significant changes in multiple sleep-related indicators. he clinical outcomes were as follows: 7 cases were cured, 13 cases were effective, and 6 cases were ineffective. The overall effective rate was 76.92%. CONCLUSIONS AND SIGNIFICANCE The combination of oropharyngeal muscle training and scientific vocalization for the treatment of mild to moderate OSAHS in adults significantly improves several measures used in the treatment of the condition. The method is easy to learn, effective, safe to use, and affordable. It provides more options for the treatment of OSAHS.
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Affiliation(s)
- Zuofeng Huang
- Department of Otolaryngology, Huazhong University of Science and Technology Union Shenzhen Hospital (Nanshan Hospital) Nanshan District of Shenzhen, Shenzhen, China
| | - Danlin Huang
- Department of Otolaryngology, Huazhong University of Science and Technology Union Shenzhen Hospital (Nanshan Hospital) Nanshan District of Shenzhen, Shenzhen, China
| | - Fei Liu
- Department of Medical Imaging, Huazhong University of Science and Technology Union Shenzhen Hospital (Nanshan Hospital) Nanshan District of Shenzhen, Shenzhen, China
| | - Junyi Liang
- Department of Otolaryngology, Huazhong University of Science and Technology Union Shenzhen Hospital (Nanshan Hospital) Nanshan District of Shenzhen, Shenzhen, China
| | - Zhimin Zhao
- Department of Otolaryngology, Huazhong University of Science and Technology Union Shenzhen Hospital (Nanshan Hospital) Nanshan District of Shenzhen, Shenzhen, China
| | - Hui Lu
- Department of Otolaryngology, Huazhong University of Science and Technology Union Shenzhen Hospital (Nanshan Hospital) Nanshan District of Shenzhen, Shenzhen, China
| | - Ying Xu
- Department of Otolaryngology, Huazhong University of Science and Technology Union Shenzhen Hospital (Nanshan Hospital) Nanshan District of Shenzhen, Shenzhen, China
| | - Yingwei Qiu
- Department of Medical Imaging, Huazhong University of Science and Technology Union Shenzhen Hospital (Nanshan Hospital) Nanshan District of Shenzhen, Shenzhen, China
| | - Shuo Li
- Department of Otolaryngology, Huazhong University of Science and Technology Union Shenzhen Hospital (Nanshan Hospital) Nanshan District of Shenzhen, Shenzhen, China
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6
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Attali V, Weber M, Rivals I, Similowski T, Arnulf I, Gatignol P. Moderate-to-severe obstructive sleep apnea syndrome is associated with altered tongue motion during wakefulness. Eur Arch Otorhinolaryngol 2023; 280:2551-2560. [PMID: 36707431 DOI: 10.1007/s00405-023-07854-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2022] [Accepted: 01/18/2023] [Indexed: 01/29/2023]
Abstract
PURPOSE Impairment of genioglossus control is a frequent "non-anatomical" cause of obstructive sleep apnea syndrome (OSAS) in non- or mildly obese patients. Although wake-related compensatory mechanisms prevent the occurrence of obstructive events, the genioglossus control is often impaired during wakefulness. We hypothesized that the lingual motion would be altered during wakefulness in this population in patients with moderate-to-severe OSAS. METHODS We included non- or mildly obese participants with suspected OSAS. They underwent a Bucco-Linguo-Facial Motor Skills assessment using the MBLF ("Motricité Bucco-Linguo-Faciale"), which includes an evaluation of 13 movements of the tongue. This was followed by a night-attended polysomnography. We compared patients with moderate-to-severe OSAS (apnea-hypopnea index (AHI) ≥ 15/h; n = 15) to patients without or with mild OSAS (AHI < 15/h; n = 24). RESULTS MBLF total and "tongue" sub-scores were lower in patients with moderate-to-severe OSAS: total z-score - 0.78 [- 1.31; 0.103] versus 0.20 [- 0.26; 0.31], p = 0.0011; "tongue" z-sub-score (- 0.63 [- 1.83; 0.41] versus 0.35 [0.26; 0.48], p = 0.014). There was a significant age-adjusted correlation between the "tongue" sub-score and AHI. The logistic regression model for the prediction of moderate-to-severe OSAS gave area under the curve ratio of 88.2% for MBLF score plus age. CONCLUSIONS Myofunctional activity of the tongue is impaired during wakefulness in non- or mildly obese patients with moderate-to-severe OSAS. This study supports the lingual myofunctional assessment using the MBLF in screening of moderate-to-severe OSAS. This simple tool could help clinicians to select patients with suspected moderate-to-severe OSAS for polysomnography.
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Affiliation(s)
- Valérie Attali
- UMRS1158 Neurophysiologie Respiratoire Expérimentale et Clinique, Sorbonne Université, INSERM, 75005, Paris, France. .,Département R3S, Service des Pathologies du Sommeil, AP-HP, Sorbonne Université, Hôpital Pitié-Salpêtrière, 75013, Paris, France.
| | - Mathilde Weber
- Département d'Orthophonie, Faculté de Médecine UFR 967, Sorbonne Université, 75013, Paris, France
| | - Isabelle Rivals
- UMRS1158 Neurophysiologie Respiratoire Expérimentale et Clinique, Sorbonne Université, INSERM, 75005, Paris, France.,Equipe de Statistique Appliquée, ESPCI Paris, PSL Research University, Paris, France
| | - Thomas Similowski
- UMRS1158 Neurophysiologie Respiratoire Expérimentale et Clinique, Sorbonne Université, INSERM, 75005, Paris, France.,Département R3S, Hôpital Pitié-Salpêtrière, AP-HP, Sorbonne Université, 75013, Paris, France
| | - Isabelle Arnulf
- Département R3S, Service des Pathologies du Sommeil, AP-HP, Sorbonne Université, Hôpital Pitié-Salpêtrière, 75013, Paris, France.,Institut du Cerveau, Paris Brain Institute-ICM, INSERM, CNRS, Sorbonne Université, 75013, Paris, France
| | - Peggy Gatignol
- UMRS1158 Neurophysiologie Respiratoire Expérimentale et Clinique, Sorbonne Université, INSERM, 75005, Paris, France.,Département d'Orthophonie, Faculté de Médecine UFR 967, Sorbonne Université, 75013, Paris, France.,Service d'Oto-Rhino-Laryngologie, Hôpital Pitié-Salpêtrière, AP-HP, Sorbonne Université, 75013, Paris, France
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7
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Borojeni AAT, Gu W, Asgharian B, Price O, Kuprat AP, Singh RK, Colby S, Corley RA, Darquenne C. In Silico Quantification of Intersubject Variability on Aerosol Deposition in the Oral Airway. Pharmaceutics 2023; 15:pharmaceutics15010160. [PMID: 36678786 PMCID: PMC9860768 DOI: 10.3390/pharmaceutics15010160] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 12/23/2022] [Accepted: 12/27/2022] [Indexed: 01/05/2023] Open
Abstract
The extrathoracic oral airway is not only a major mechanical barrier for pharmaceutical aerosols to reach the lung but also a major source of variability in lung deposition. Using computational fluid dynamics, deposition of 1−30 µm particles was predicted in 11 CT-based models of the oral airways of adults. Simulations were performed for mouth breathing during both inspiration and expiration at two steady-state flow rates representative of resting/nebulizer use (18 L/min) and of dry powder inhaler (DPI) use (45 L/min). Consistent with previous in vitro studies, there was a large intersubject variability in oral deposition. For an optimal size distribution of 1−5 µm for pharmaceutical aerosols, our data suggest that >75% of the inhaled aerosol is delivered to the intrathoracic lungs in most subjects when using a nebulizer but only in about half the subjects when using a DPI. There was no significant difference in oral deposition efficiency between inspiration and expiration, unlike subregional deposition, which shows significantly different patterns between the two breathing phases. These results highlight the need for incorporating a morphological variation of the upper airway in predictive models of aerosol deposition for accurate predictions of particle dosimetry in the intrathoracic region of the lung.
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Affiliation(s)
| | - Wanjun Gu
- Department of Medicine, University of California, San Diego, CA 92093-0623, USA
| | - Bahman Asgharian
- Applied Research Associates, Arlington Division, Raleigh, NC 27615-2963, USA
| | - Owen Price
- Applied Research Associates, Arlington Division, Raleigh, NC 27615-2963, USA
| | | | - Rajesh K. Singh
- Pacific Northwest National Laboratory, Richland, WA 99352, USA
| | - Sean Colby
- Pacific Northwest National Laboratory, Richland, WA 99352, USA
| | - Richard A. Corley
- Pacific Northwest National Laboratory, Richland, WA 99352, USA
- Greek Creek Toxicokinetics Consulting, LLC, Boise, ID 83714, USA
| | - Chantal Darquenne
- Department of Medicine, University of California, San Diego, CA 92093-0623, USA
- Correspondence:
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8
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Van den Bossche K, Op de Beeck S, Dieltjens M, Verbruggen AE, Vroegop AV, Verbraecken JA, Van de Heyning PH, Braem MJ, Vanderveken OM. Multimodal phenotypic labelling using drug-induced sleep endoscopy, awake nasendoscopy and computational fluid dynamics for the prediction of mandibular advancement device treatment outcome: a prospective study. J Sleep Res 2022; 31:e13673. [PMID: 35734809 PMCID: PMC10078177 DOI: 10.1111/jsr.13673] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Revised: 05/11/2022] [Accepted: 05/30/2022] [Indexed: 11/30/2022]
Abstract
Mandibular advancement device (MAD) treatment outcome for obstructive sleep apnea (OSA) is variable and patient dependent. A global, clinically applicable predictive model is lacking. Our aim was to combine characteristics obtained during drug-induced sleep endoscopy (DISE), awake nasendoscopy, and computed tomography scan-based computational fluid dynamic (CFD) measurements in one multifactorial model, to explain MAD treatment outcome. A total of 100 patients with OSA were prospectively recruited and treated with a MAD at fixed 75% protrusion. In all, 72 underwent CFD analysis, DISE, and awake nasendoscopy at baseline in a blinded fashion and completed a 3-month follow-up polysomnography with a MAD. Treatment response was defined as a reduction in the apnea-hypopnea index (AHI) of ≥50% and deterioration as an increase of ≥10% during MAD treatment. To cope with missing data, multiple imputation with predictive mean matching was used. Multivariate logistic regression, adjusting for body mass index and baseline AHI, was used to combine all potential predictor variables. The strongest impact concerning odds ratios (ORs) was present for complete concentric palatal collapse (CCCp) during DISE on deterioration (OR 28.88, 95% confidence interval [CI] 1.18-704.35; p = 0.0391), followed by a C-shape versus an oval shape of the soft palate during wakefulness (OR 8.54, 95% CI 1.09-67.23; p = 0.0416) and tongue base collapse during DISE on response (OR 3.29, 95% CI 1.02-10.64; p = 0.0464). Both logistic regression models exhibited excellent and fair predictive accuracy. Our findings suggest DISE to be the most robust examination associated with MAD treatment outcome, with tongue base collapse as a predictor for successful MAD treatment and CCCp as an adverse DISE phenotype.
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Affiliation(s)
- Karlien Van den Bossche
- Faculty of Medicine and health Sciences, University of Antwerp, Wilrijk, Belgium.,ENT, Head and Neck Surgery, Antwerp University Hospital, Edegem, Belgium
| | - Sara Op de Beeck
- Faculty of Medicine and health Sciences, University of Antwerp, Wilrijk, Belgium.,ENT, Head and Neck Surgery, Antwerp University Hospital, Edegem, Belgium.,Multidisciplinary Sleep Disorders Centre, Antwerp University Hospital, Edegem, Belgium
| | - Marijke Dieltjens
- Faculty of Medicine and health Sciences, University of Antwerp, Wilrijk, Belgium.,ENT, Head and Neck Surgery, Antwerp University Hospital, Edegem, Belgium
| | | | - Anneclaire V Vroegop
- Faculty of Medicine and health Sciences, University of Antwerp, Wilrijk, Belgium.,ENT, Head and Neck Surgery, Antwerp University Hospital, Edegem, Belgium.,Multidisciplinary Sleep Disorders Centre, Antwerp University Hospital, Edegem, Belgium
| | - Johan A Verbraecken
- Faculty of Medicine and health Sciences, University of Antwerp, Wilrijk, Belgium.,Multidisciplinary Sleep Disorders Centre, Antwerp University Hospital, Edegem, Belgium.,Department of Pulmonary Medicine, Antwerp University Hospital, Edegem, Belgium
| | | | - Marc J Braem
- Faculty of Medicine and health Sciences, University of Antwerp, Wilrijk, Belgium.,ENT, Head and Neck Surgery, Antwerp University Hospital, Edegem, Belgium
| | - Olivier M Vanderveken
- Faculty of Medicine and health Sciences, University of Antwerp, Wilrijk, Belgium.,ENT, Head and Neck Surgery, Antwerp University Hospital, Edegem, Belgium.,Multidisciplinary Sleep Disorders Centre, Antwerp University Hospital, Edegem, Belgium
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9
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Volner K, Chao S, Camacho M. Dynamic sleep MRI in obstructive sleep apnea: a systematic review and meta-analysis. Eur Arch Otorhinolaryngol 2022; 279:595-607. [PMID: 34241671 PMCID: PMC8266991 DOI: 10.1007/s00405-021-06942-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [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.
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Affiliation(s)
- Keith Volner
- Department of Otolaryngology-Head and Neck Surgery, Tripler Army Medical Center Honolulu, Honolulu, USA, 1 Jarrett White Road, Hawaii, 96859.
| | - Silas Chao
- Department of Otolaryngology-Head and Neck Surgery, Tripler Army Medical Center Honolulu, Honolulu, USA, 1 Jarrett White Road, Hawaii, 96859
| | - Macario Camacho
- Department of Otolaryngology-Head and Neck Surgery, Tripler Army Medical Center Honolulu, Honolulu, USA, 1 Jarrett White Road, Hawaii, 96859
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10
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Jugé L, Olsza I, Knapman FL, Burke PGR, Brown EC, Stumbles E, Bosquillon de Frescheville AF, Gandevia SC, Eckert DJ, Butler JE, Bilston LE. Effect of upper airway fat on tongue dilation during inspiration in awake people with obstructive sleep apnea. Sleep 2021; 44:6330603. [PMID: 34323992 DOI: 10.1093/sleep/zsab192] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Revised: 07/19/2021] [Indexed: 01/20/2023] Open
Abstract
STUDY OBJECTIVES To investigate the effect of upper airway fat composition on tongue inspiratory movement and obstructive sleep apnea (OSA). METHODS Participants without or with untreated OSA underwent a 3T magnetic resonance imaging (MRI) scan. Anatomical measurements were obtained from T2-weighted images. Mid-sagittal inspiratory tongue movements were imaged using tagged MRI during wakefulness. Tissue volumes and percentages of fat were quantified using an mDIXON scan. RESULTS 40 predominantly overweight participants with OSA were compared to 10 predominantly normal weight controls. After adjusting for age, BMI and gender, the percentage of fat in the tongue was not different between groups (ANCOVA, P=0.45), but apnoeic patients had a greater tongue volume (ANCOVA, P=0.025). After adjusting for age, BMI and gender, higher OSA severity was associated with larger whole tongue volume (r=0.51, P<0.001), and greater dilatory motion of the anterior horizontal tongue compartment (r=-0.33, P=0.023), but not with upper airway fat percentage. Higher tongue fat percentage was associated with higher BMI and older age (Spearman r=0.43, P=0.002, and r=0.44, P=0.001, respectively), but not with inspiratory tongue movements. Greater inspiratory tongue movement was associated with larger tongue volume (e.g. horizontal posterior compartment, r=-0.44, P=0.002) and smaller nasopharyngeal airway (e.g. oblique compartment, r=0.29, P=0.040). CONCLUSIONS Larger tongue volume and a smaller nasopharynx are associated with increased inspiratory tongue dilation during wakefulness in people with and without OSA. This compensatory response was not influenced by higher tongue fat content. Whether this is also true in more obese patient populations requires further investigation.
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Affiliation(s)
- Lauriane Jugé
- Neuroscience Research Australia, Sydney, New South Wales, Australia.,University of New South Wales, Sydney, New South Wales, Australia
| | - Ida Olsza
- Neuroscience Research Australia, Sydney, New South Wales, Australia
| | - Fiona L Knapman
- Neuroscience Research Australia, Sydney, New South Wales, Australia.,University of New South Wales, Sydney, New South Wales, Australia
| | - Peter G R Burke
- Neuroscience Research Australia, Sydney, New South Wales, Australia.,University of New South Wales, Sydney, New South Wales, Australia.,Department of Biomedical Sciences, Faculty of Medicine and Health Sciences, Macquarie University, Sydney, New South Wales, Australia
| | - Elizabeth C Brown
- Neuroscience Research Australia, Sydney, New South Wales, Australia.,Prince of Wales Hospital, Sydney, New South Wales, Australia
| | - Emma Stumbles
- Prince of Wales Hospital, Sydney, New South Wales, Australia
| | | | - Simon C Gandevia
- Neuroscience Research Australia, Sydney, New South Wales, Australia.,University of New South Wales, Sydney, New South Wales, Australia
| | - Danny J Eckert
- Neuroscience Research Australia, Sydney, New South Wales, Australia.,University of New South Wales, Sydney, New South Wales, Australia.,Flinders Health and Medical Research Institute (FHMRI) and FHMRI Sleep Health/Adelaide Institute for Sleep Health, Flinders University, Adelaide, SA, Australia
| | - Jane E Butler
- Neuroscience Research Australia, Sydney, New South Wales, Australia.,University of New South Wales, Sydney, New South Wales, Australia
| | - Lynne E Bilston
- Neuroscience Research Australia, Sydney, New South Wales, Australia.,University of New South Wales, Sydney, New South Wales, Australia
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11
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Bitners AC, Sin S, Agrawal S, Lee S, Udupa JK, Tong Y, Wootton DM, Choy KR, Wagshul ME, Arens R. Effect of sleep on upper airway dynamics in obese adolescents with obstructive sleep apnea syndrome. Sleep 2021; 43:5819384. [PMID: 32280981 DOI: 10.1093/sleep/zsaa071] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Indexed: 02/06/2023] Open
Abstract
STUDY OBJECTIVES The biomechanical basis of obstructive sleep apnea syndrome (OSAS) may influence upper airway dynamics. In this study, we investigate dynamic changes during respiration in wakefulness and sleep in obese adolescents with and without OSAS. METHODS Respiratory-gated dynamic magnetic resonance imaging (MRI) at the retropalatal and retroglossal regions was performed with simultaneous measurement of SpO2 and nasal-oral mask airflow and pressure. Airway cross-sectional area (CSA) was determined using AMIRA. Percent change in CSA was calculated from five continuous tidal breaths in states of wakefulness and sleep. Mixed effects models were used to evaluate interactions between group (OSAS/control), site (retropalatal/retroglossal), and stage (wake/sleep). RESULTS We studied 24 children with OSAS (mean age 15.49 ± 2.00 years, mean apnea-hypopnea index [AHI] 16.53 ± 8.72 events/h) and 19 controls (mean age 14.86 ± 1.75 years, mean AHI 2.12 ± 1.69 events/h). Groups were similar in age, sex, height, weight, and BMI Z-score. Participants with OSAS had a 48.17% greater increase in percent change of airway CSA during sleep than controls (p < 0.0001), while there was no difference between groups during wakefulness (p = 0.6589). Additionally, participants with OSAS had a 48.80% increase in percent change of airway CSA during sleep as compared with wakefulness (p < 0.0001), whereas no such relationship was observed in controls (p = 0.5513). CONCLUSIONS This study demonstrates significant effects of sleep on upper airway dynamics in obese children with OSAS. Dynamic MRI with physiological data can potentially provide further insight into the biomechanical basis of OSAS and assist in more effective management.
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Affiliation(s)
| | - Sanghun Sin
- Department of Pediatrics, Division of Respiratory and Sleep Medicine, Children's Hospital at Montefiore, Bronx, NY
| | - Sabhyata Agrawal
- Department of Pediatrics, Division of Respiratory and Sleep Medicine, Children's Hospital at Montefiore, Bronx, NY
| | - Seonjoo Lee
- Department of Biostatistics and Psychiatry, Columbia University and New York State Psychiatric Institute, New York, NY
| | - Jayaram K Udupa
- Department of Radiology, University of Pennsylvania, Philadelphia, PA
| | - Yubing Tong
- Department of Radiology, University of Pennsylvania, Philadelphia, PA
| | - David M Wootton
- Department of Mechanical Engineering, Cooper Union, New York, NY
| | - Kok Ren Choy
- Department of Mechanical Engineering, Cooper Union, New York, NY
| | - Mark E Wagshul
- Albert Einstein College of Medicine, Bronx, NY.,Department of Radiology, Montefiore Medical Center, Bronx, NY
| | - Raanan Arens
- Albert Einstein College of Medicine, Bronx, NY.,Department of Pediatrics, Division of Respiratory and Sleep Medicine, Children's Hospital at Montefiore, Bronx, NY
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12
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Venner A, Todd WD, Fraigne J, Bowrey H, Eban-Rothschild A, Kaur S, Anaclet C. Newly identified sleep-wake and circadian circuits as potential therapeutic targets. Sleep 2020; 42:5306564. [PMID: 30722061 DOI: 10.1093/sleep/zsz023] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2018] [Accepted: 01/25/2019] [Indexed: 02/06/2023] Open
Abstract
Optogenetics and chemogenetics are powerful tools, allowing the specific activation or inhibition of targeted neuronal subpopulations. Application of these techniques to sleep and circadian research has resulted in the unveiling of several neuronal populations that are involved in sleep-wake control, and allowed a comprehensive interrogation of the circuitry through which these nodes are coordinated to orchestrate the sleep-wake cycle. In this review, we discuss six recently described sleep-wake and circadian circuits that show promise as therapeutic targets for sleep medicine. The parafacial zone (PZ) and the ventral tegmental area (VTA) are potential druggable targets for the treatment of insomnia. The brainstem circuit underlying rapid eye movement sleep behavior disorder (RBD) offers new possibilities for treating RBD and neurodegenerative synucleinopathies, whereas the parabrachial nucleus, as a nexus linking arousal state control and breathing, is a promising target for developing treatments for sleep apnea. Therapies that act upon the hypothalamic circuitry underlying the circadian regulation of aggression or the photic regulation of arousal and mood pathway carry enormous potential for helping to reduce the socioeconomic burden of neuropsychiatric and neurodegenerative disorders on society. Intriguingly, the development of chemogenetics as a therapeutic strategy is now well underway and such an approach has the capacity to lead to more focused and less invasive therapies for treating sleep-wake disorders and related comorbidities.
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Affiliation(s)
- Anne Venner
- Department of Neurology, Beth Israel Deaconess Medical Center, Boston, MA.,Department of Neurology, Harvard Medical School, Boston, MA
| | - William D Todd
- Department of Neurology, Beth Israel Deaconess Medical Center, Boston, MA.,Department of Neurology, Harvard Medical School, Boston, MA
| | - Jimmy Fraigne
- Department of Cell and Systems Biology, University of Toronto, Toronto, Ontario, Canada
| | - Hannah Bowrey
- Department of Psychiatry, Rutgers Biomedical Health Sciences, Rutgers University, Newark, NJ.,Save Sight Institute, The University of Sydney, Sydney, New South Wales, Australia
| | | | - Satvinder Kaur
- Department of Neurology, Beth Israel Deaconess Medical Center, Boston, MA.,Department of Neurology, Harvard Medical School, Boston, MA
| | - Christelle Anaclet
- Department of Neurobiology, Brudnick Neuropsychiatric Research Institute, NeuroNexus Institute, Graduate Program in Neuroscience - Graduate School of Biomedical Sciences, University of Massachusetts Medical School, Worcester, MA
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13
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O'Halloran KD. A tongue‐twister to translation? Increased complexity of genioglossus movement during wakefulness in persons with obstructive sleep apnoea. J Physiol 2020; 598:435-436. [DOI: 10.1113/jp279382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2019] [Accepted: 12/19/2019] [Indexed: 11/08/2022] Open
Affiliation(s)
- Ken D. O'Halloran
- Department of Physiology School of Medicine College of Medicine & Health University College Cork Cork Ireland
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14
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Jugé L, Knapman FL, Burke PG, Brown E, Bosquillon de Frescheville AF, Gandevia SC, Eckert DJ, Butler JE, Bilston LE. Regional respiratory movement of the tongue is coordinated during wakefulness and is larger in severe obstructive sleep apnoea. J Physiol 2020; 598:581-597. [DOI: 10.1113/jp278769] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2019] [Accepted: 12/02/2019] [Indexed: 12/12/2022] Open
Affiliation(s)
- Lauriane Jugé
- Neuroscience Research Australia Sydney New South Wales Australia
- School of Medical Sciences University of New South Wales Sydney New South Wales Australia
| | - Fiona L. Knapman
- Neuroscience Research Australia Sydney New South Wales Australia
- Prince of Wales Clinical School University of New South Wales Sydney New South Wales Australia
| | - Peter G.R. Burke
- Neuroscience Research Australia Sydney New South Wales Australia
- School of Medical Sciences University of New South Wales Sydney New South Wales Australia
- Biomedical Sciences Department Administration Macquarie University Sydney New South Wales Australia
| | - Elizabeth Brown
- Neuroscience Research Australia Sydney New South Wales Australia
- Prince of Wales Hospital Sydney New South Wales Australia
| | | | - Simon C. Gandevia
- Neuroscience Research Australia Sydney New South Wales Australia
- Prince of Wales Clinical School University of New South Wales Sydney New South Wales Australia
| | - Danny J. Eckert
- Neuroscience Research Australia Sydney New South Wales Australia
- School of Medical Sciences University of New South Wales Sydney New South Wales Australia
- Adelaide Institute for Sleep Health Flinders University Adelaide Australia
| | - Jane E. Butler
- Neuroscience Research Australia Sydney New South Wales Australia
- School of Medical Sciences University of New South Wales Sydney New South Wales Australia
| | - Lynne E. Bilston
- Neuroscience Research Australia 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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Abstract
RATIONALE The use of real-time magnetic resonance imaging (MRI) for the evaluation during sleep-related respiratory events can lead to better understanding of airway dynamics. OBJECTIVES To investigate the dynamic anatomy of the upper airway during central apnea. METHODS The study included obese adolescents who snore and were otherwise healthy. Subjects underwent an overnight baseline polysomnogram. Subjects slept during a 24-minute real-time upper airway MRI scan wearing a full face mask attached to a pneumotach. Sleep versus wakefulness during the MRI was inferred from the heart rate and respiratory patterns. Central apneas were scored using tracings of facemask airflow and abdominal bellows. The cross-sectional area of the upper airway before, during, and after each central apnea event was recorded. RESULTS Eight subjects were studied and 57 central apnea events were observed during real-time MRI scanning during natural sleep. The median age of subjects was 14.0 years (interquartile range [IQR], 13.5 to 15.5). The median average reduction in cross-sectional area during central apnea events was -38% (IQR, -27 to -51) for primary snorers and -45% (IQR, -40 to -54) for subjects with obstructive sleep apnea. The percentage decrease in cross-sectional area of upper airway during a central apnea event was positively correlated to the length of the central apnea (ρ = 0.389; r2 = 0.152; P = 0.003). CONCLUSIONS We observed that there is upper airway narrowing during central apneas during natural sleep in obese adolescent subjects, using real-time MRI.
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16
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Suarez-Giron M, Bonsignore MR, Montserrat JM. New organisation for follow-up and assessment of treatment efficacy in sleep apnoea. Eur Respir Rev 2019; 28:28/153/190059. [PMID: 31511256 PMCID: PMC9488453 DOI: 10.1183/16000617.0059-2019] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2019] [Accepted: 07/16/2019] [Indexed: 12/15/2022] Open
Abstract
Obstructive sleep apnoea (OSA) is a highly prevalent disease, and there is an increased demand for OSA diagnosis and treatment. However, resources are limited compared with the growing needs for OSA diagnosis and management, and alternative strategies need to be developed to optimise the OSA clinical pathway. In this review, we propose a management strategy for OSA, and in general for sleep-disordered breathing, to be implemented from diagnosis to follow-up. For this purpose, the best current options seem to be: 1) networking at different levels of care, from primary physicians to specialised sleep laboratories; and 2) use of telemedicine. Telemedicine can contribute to the improved cost-effectiveness of OSA management during both the diagnostic and therapeutic phases. However, although the technology is already in place and different commercial platforms are in use, it is still unclear how to use telemedicine effectively in the sleep field. Application of telemedicine for titration of positive airway pressure treatment, follow-up to improve compliance to treatment through early identification and solution of problems, and teleconsultation all appear to be promising areas for improved OSA management. Telemedicine could improve the management of sleep apnoea and other breathing disorders during sleep.http://bit.ly/2XPoPW1
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17
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Kaur S, Saper CB. Neural Circuitry Underlying Waking Up to Hypercapnia. Front Neurosci 2019; 13:401. [PMID: 31080401 PMCID: PMC6497806 DOI: 10.3389/fnins.2019.00401] [Citation(s) in RCA: 56] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2019] [Accepted: 04/08/2019] [Indexed: 12/13/2022] Open
Abstract
Obstructive sleep apnea is a sleep and breathing disorder, in which, patients suffer from cycles of atonia of airway dilator muscles during sleep, resulting in airway collapse, followed by brief arousals that help re-establish the airway patency. These repetitive arousals which can occur hundreds of times during the course of a night are the cause of the sleep-disruption, which in turn causes cognitive impairment as well as cardiovascular and metabolic morbidities. To prevent this potential outcome, it is important to target preventing the arousal from sleep while preserving or augmenting the increase in respiratory drive that reinitiates breathing, but will require understanding of the neural circuits that regulate the cortical and respiratory responses to apnea. The parabrachial nucleus (PB) is located in rostral pons. It receives chemosensory information from medullary nuclei that sense increase in CO2 (hypercapnia), decrease in O2 (hypoxia) and mechanosensory inputs from airway negative pressure during apneas. The PB area also exerts powerful control over cortical arousal and respiration, and therefore, is an excellent candidate for mediating the EEG arousal and restoration of the airway during sleep apneas. Using various genetic tools, we dissected the neuronal sub-types responsible for relaying the stimulus for cortical arousal to forebrain arousal circuits. The present review will focus on the circuitries that regulate waking-up from sleep in response to hypercapnia.
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Affiliation(s)
- Satvinder Kaur
- Department of Neurology, Program in Neuroscience, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA, United States
| | - Clifford B Saper
- Department of Neurology, Program in Neuroscience, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA, United States
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18
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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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