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Khatri H, Salati H, Wong E, Bradshaw K, Inthavong K, Sacks R, Singh N. Modelling the effects of post-FESS middle turbinate synechiae on sinonasal physiology: A computational fluid dynamics study. Auris Nasus Larynx 2023; 50:911-920. [PMID: 37137797 DOI: 10.1016/j.anl.2023.04.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Revised: 03/23/2023] [Accepted: 04/11/2023] [Indexed: 05/05/2023]
Abstract
OBJECTIVE(S) Chronic rhinosinusitis (CRS) is common and often requires surgical intervention. Surgical failure may lead to persistent symptoms and recalcitrant disease, often secondary to synechiae between the middle turbinate (MT) and lateral nasal wall. Synechiae prevention techniques have been extensively investigated, however evidence for the effect of synechiae on sinonasal physiology is lacking. We aimed to model the effects of MT synechiae on a post-functional endoscopic sinus surgery (FESS) sinonasal cavity using computational fluid dynamics (CFD). METHODS DICOM data from a CT-sinus of a healthy 25-year-old female was segmented to create a three-dimensional model. Virtual surgery was performed to simulate a "full-house" FESS procedure. Multiple models were created, each with a single unilateral virtual MT synechia of varying extent. CFD analysis was performed on each model and compared with a post-FESS control model without synechiae. Airflow velocity, humidity and mucosal surface and air temperature values were calculated. RESULTS All synechiae models demonstrated aberrant downstream sinonasal airflow. There was reduced ventilation of the ipsilateral frontal, ethmoid and sphenoid sinuses, with a concentrated central "jet" in the middle meatus region. Effects were proportionate to the size of synechiae. The impact on bulk inspired airflow was negligible. CONCLUSION Post-FESS synechiae between the MT and lateral nasal wall significantly disrupt local downstream sinus ventilation and nasal airflow. These findings may explain the persistent symptoms seen in post-FESS CRS patients with MT synechiae, reinforcing the importance of prevention and adhesiolysis. Larger cohort studies with multiple models of actual post-FESS patients with synechiae are required to validate these findings.
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Affiliation(s)
- Hershil Khatri
- Department of Otolaryngology, University of Sydney, Sydney, NSW, Australia
| | - Hana Salati
- School of Engineering, Royal Melbourne Institute of Technology, Melbourne, Vic, Australia
| | - Eugene Wong
- Department of Otolaryngology, University of Sydney, Sydney, NSW, Australia
| | - Kimberley Bradshaw
- Department of Otolaryngology, University of Sydney, Sydney, NSW, Australia
| | - Kiao Inthavong
- School of Engineering, Royal Melbourne Institute of Technology, Melbourne, Vic, Australia.
| | - Raymond Sacks
- Department of Otolaryngology, University of Sydney, Sydney, NSW, Australia
| | - Narinder Singh
- Department of Otolaryngology, University of Sydney, Sydney, NSW, Australia
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Nakajima Y, Apaza Alccayhuaman KA, Botticelli D, Lang NP, De Rossi EF, Xavier SP. Mucosal adhesion phenomenon after maxillary sinus floor elevation: A preclinical study. Clin Oral Implants Res 2023; 34:967-978. [PMID: 37403596 DOI: 10.1111/clr.14123] [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: 03/13/2023] [Revised: 06/04/2023] [Accepted: 06/21/2023] [Indexed: 07/06/2023]
Abstract
AIM To describe the histological events that occur after maxillary sinus floor elevation when the elevated and undetached sinus mucosa are in close proximity or in contact with each other. MATERIALS AND METHODS From 76 rabbits, 152 elevated maxillary sinuses were analyzed histologically. Sites without adhesions were classified as "No proximity," whereas the adhesion stages were divided into "Proximity," "Fusion," and "Synechia stages." The width of the pseudostratified columnar epithelium and the distance between the two layers of the elevated and undetached sinus mucosae were measured at various standardized positions. RESULTS Thirty-one sites presenting with adhesions were found. Twelve sites were in the proximity stage," presenting cilia of the two epithelial layers that were shortened and interlinked within the mucous context. Hyperactivity of the goblet cells was also observed. In the other cases, the hyperplastic epithelium showed attempts to reach the contralateral mucosa. The 15 "fusion stage" sites presented regions with epithelial cells of the two mucosal layers that penetrated each other. Four sites presented "synechiae stages," represented by bridges of connective tissue connecting the two lamina propria. CONCLUSIONS Close proximity or tight contact between the elevated and undetached mucosa adhering to the bone walls might occur after maxillary sinus floor elevation. This induced hyperplasia of the epithelial cells and adhesion of the two layers until synechiae formation.
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Affiliation(s)
- Yasushi Nakajima
- Department of Oral Implantology, Osaka Dental University, Osaka, Japan
- ARDEC Academy, Rimini, Italy
| | | | | | | | | | - Samuel Porfirio Xavier
- ARDEC Academy, Rimini, Italy
- Department of Oral and Maxillofacial Surgery and Periodontology, Faculty of Dentistry of Ribeirão Preto, University of São Paulo, São Paulo, Brazil
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Jin X, Lu Y, Ren X, Guo S, Jin D, Liu B, Bai X, Liu J. Exploring the influence of nasal vestibule structure on nasal obstruction using CFD and Machine Learning method. Med Eng Phys 2023; 117:103988. [PMID: 37331745 DOI: 10.1016/j.medengphy.2023.103988] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Revised: 04/12/2023] [Accepted: 05/03/2023] [Indexed: 06/20/2023]
Abstract
Motivated by clinical findings about the nasal vestibule, this study analyzes the aerodynamic characteristics of the nasal vestibule and attempt to determine anatomical features which have a large influence on airflow through a combination of Computational Fluid Dynamics (CFD) and machine learning method. Firstly, the aerodynamic characteristics of the nasal vestibule are detailedly analyzed using the CFD method. Based on CFD simulation results, we divide the nasal vestibule into two types with distinctly different airflow patterns, which is consistent with clinical findings. Secondly, we explore the relationship between anatomical features and aerodynamic characteristics by developing a novel machine learning model which could predict airflow patterns based on several anatomical features. Feature mining is performed to determine the anatomical feature which has the greatest impact on respiratory function. The method is developed and validated on 41 unilateral nasal vestibules from 26 patients with nasal obstruction. The correctness of the CFD analysis and the developed model is verified by comparing them with clinical findings.
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Affiliation(s)
- Xing Jin
- Department of Otorhinolaryngology, Head and Neck Surgery, People's Hospital, Peking University, Beijing, 100044, China
| | - Yi Lu
- Image Processing Center, Beihang University, Beijing 102206, China
| | - Xiang Ren
- School of Astronautics, Beihang University, Beijing 100191, China
| | - Sheng Guo
- Image Processing Center, Beihang University, Beijing 102206, China
| | - Darui Jin
- Image Processing Center, Beihang University, Beijing 102206, China; ShenYuan Honors College, Beihang University, Beijing 100191, China
| | - Bo Liu
- Image Processing Center, Beihang University, Beijing 102206, China.
| | - Xiangzhi Bai
- Image Processing Center, Beihang University, Beijing 102206, China; State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing 100191, China; Beijing Advanced Innovation Center for Biomedical Engineering, Beihang University, Beijing 100083, China.
| | - Junxiu Liu
- Jotolaryngology department, Third Hospital, Peking University, Beijing, 100191, China.
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Senanayake P, Warfield-McAlpine P, Salati H, Bradshaw K, Wong E, Inthavong K, Singh N. The Impact of Adhesions on Nasal Airflow: A Quantitative Analysis Using Computational Fluid Dynamics. Am J Rhinol Allergy 2022; 37:273-283. [PMID: 36373577 DOI: 10.1177/19458924221137982] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background Nasal adhesions (NAs) are a known complication of nasal airway surgery. Even minor NAs can lead to significant postoperative nasal airway obstruction (NAO). Division of such NAs often provides much greater relief than anticipated. Objective We examine the impact of NAs at various anatomical sites on nasal airflow and mucosal cooling using computational fluid dynamics (CFD) and multiple test subjects. Methods CT scans of healthy adult subjects were used to construct three-dimensional nasal airway computational models. A single virtual 2.5 mm diameter NA was placed at one of five sites commonly seen following NAO surgery within each nasal cavity bilaterally, resulting in 10 NA models and 1 NA-free control for each subject. CFD analysis was performed on each NA model and compared with the subject's NA-free control model. Results 4 subjects were recruited to create 44 computational models. The NAs caused the airflow streamlines to separate, leading to a statistically significant increase in mucosal temperature immediately downstream to the NAs (wake region). Changes in the mucosal temperature in the wake region of the NAs were most prominent in anteriorly located NAs with a mean increase of 1.62 °C for the anterior inferior turbinate NAs ( P < .001) and 0.63 °C for the internal valve NAs ( P < .001). Conclusion NAs result in marked disruption to airflow patterns and reduced mucosal cooling on critical surfaces, particularly in the wake region. Reduced wake region mucosal cooling may be a contributing factor to the exaggerated perception of nasal obstruction experienced by patients with NAs.
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Affiliation(s)
- Praween Senanayake
- Department of Otolaryngology, Head and Neck Surgery, Westmead Hospital, Sydney, NSW, Australia
| | | | - Hana Salati
- School of Engineering, RMIT University, Melbourne, Australia
| | - Kimberley Bradshaw
- Department of Otolaryngology, Head and Neck Surgery, Westmead Hospital, Sydney, NSW, Australia
| | - Eugene Wong
- Department of Otolaryngology, Head and Neck Surgery, Westmead Hospital, Sydney, NSW, Australia
| | - Kiao Inthavong
- School of Engineering, RMIT University, Melbourne, Australia
| | - Narinder Singh
- Department of Otolaryngology, Head and Neck Surgery, Westmead Hospital, Sydney, NSW, Australia
- Sydney Medical School, University of Sydney, Camperdown, NSW, Australia
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Tjahjono R, Salati H, Inthavong K, Singh N. Correlation of Nasal Mucosal Temperature and Nasal Patency—A Computational Fluid Dynamics Study. Laryngoscope 2022; 133:1328-1335. [PMID: 37158263 DOI: 10.1002/lary.30327] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Revised: 07/06/2022] [Accepted: 07/19/2022] [Indexed: 11/07/2022]
Abstract
OBJECTIVES Recent evidence suggests that detection of nasal mucosal temperature, rather than direct airflow detection, is the primary determinant of subjective nasal patency. This study examines the role of nasal mucosal temperature in the perception of nasal patency using in vivo and computational fluid dynamics (CFD) measurements. METHODS Healthy adult participants completed Nasal Obstruction Symptom Evaluation (NOSE) and Visual Analogue Scale (VAS) questionnaires. A temperature probe measured nasal mucosal temperature at the vestibule, inferior turbinate, middle turbinate, and nasopharynx bilaterally. Participants underwent a CT scan, used to create a 3D nasal anatomy model to perform CFD analysis of nasal mucosal and inspired air temperature and heat flux along with mucosal surface area where heat flux >50 W/m2 (SAHF50). RESULTS Eleven participants with a median age of 27 (IQR 24; 48) were recruited. Probe-measured temperature values correlated strongly with CFD-derived values (r = 0.87, p < 0.05). Correlations were seen anteriorly in the vestibule and inferior turbinate regions between nasal mucosal temperature and unilateral VAS (r = 0.42-0.46; p < 0.05), between SAHF50 and unilateral VAS (r = -0.31 to -0.36; p < 0.05) and between nasal mucosal temperature and SAHF50 (r = -0.37 to -0.41; p < 0.05). Subjects with high patency (VAS ≤10) had increased heat flux anteriorly compared with lower patency subjects (VAS >10; p < 0.05). CONCLUSION Lower nasal mucosal temperature and higher heat flux within the anterior nasal cavity correlates with a perception of improved unilateral nasal patency in healthy individuals. LEVEL OF EVIDENCE 4 Laryngoscope, 133:1328-1335, 2023.
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Affiliation(s)
- Richard Tjahjono
- Department of Otolaryngology Head and Neck Surgery Westmead Hospital Sydney New South Wales Australia
- Sydney Medical School, University of Sydney Sydney New South Wales Australia
| | - Hana Salati
- Faculty of Engineering RMIT University Melbourne Victoria Australia
| | - Kiao Inthavong
- Faculty of Engineering RMIT University Melbourne Victoria Australia
| | - Narinder Singh
- Department of Otolaryngology Head and Neck Surgery Westmead Hospital Sydney New South Wales Australia
- Sydney Medical School, University of Sydney Sydney New South Wales Australia
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Shamohammadi H, Mehrabi S, Sadrizadeh S, Yaghoubi M, Abouali O. 3D numerical simulation of hot airflow in the human nasal cavity and trachea. Comput Biol Med 2022; 147:105702. [DOI: 10.1016/j.compbiomed.2022.105702] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Revised: 05/17/2022] [Accepted: 06/04/2022] [Indexed: 11/30/2022]
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高 翔, 武 骏, 魏 洪, 徐 文, 韩 德. [Correlation between nasal mucosal temperature change and nasal airflow perception]. LIN CHUANG ER BI YAN HOU TOU JING WAI KE ZA ZHI = JOURNAL OF CLINICAL OTORHINOLARYNGOLOGY, HEAD, AND NECK SURGERY 2022; 36:401-406. [PMID: 35483696 PMCID: PMC10128267 DOI: 10.13201/j.issn.2096-7993.2022.05.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Indexed: 06/14/2023]
Abstract
The mechanism of nasal airflow perception remains little known. It is currently believed that the main mechanism for perceiving nasal patency is to activate transient receptor potential melastatin subtype 8. Computer fluent dynamics show that increased airflow and heat flux are associated with higher subjective scores. Similarly, physical measurements of the nasal cavity using a temperature probe show a correlation between the lower nasal mucosa temperature and better results. Trigeminal function detection also indirectly confirms this. This literature review aimed to explore the role of nasal mucosal temperature change in the subjective perception of nasal patency and the secondary aim was to appraise the relevant evidence about the mechanism.
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Affiliation(s)
- 翔 高
- 首都医科大学附属北京同仁医院耳鼻咽喉头颈外科 耳鼻咽喉头颈科学教育部重点实验室(首都医科大学)(北京,100730)Department of Otolaryngology Head and Neck Surgery, Beijing Tongren Hospital and Key Laboratory of Otolaryngology Head and Neck Surgery, Ministry of Education, Capital Medical University, Beijing, 100730, China
| | - 骏 武
- 首都医科大学附属北京同仁医院耳鼻咽喉头颈外科 耳鼻咽喉头颈科学教育部重点实验室(首都医科大学)(北京,100730)Department of Otolaryngology Head and Neck Surgery, Beijing Tongren Hospital and Key Laboratory of Otolaryngology Head and Neck Surgery, Ministry of Education, Capital Medical University, Beijing, 100730, China
| | - 洪政 魏
- 首都医科大学附属北京同仁医院耳鼻咽喉头颈外科 耳鼻咽喉头颈科学教育部重点实验室(首都医科大学)(北京,100730)Department of Otolaryngology Head and Neck Surgery, Beijing Tongren Hospital and Key Laboratory of Otolaryngology Head and Neck Surgery, Ministry of Education, Capital Medical University, Beijing, 100730, China
| | - 文 徐
- 首都医科大学附属北京同仁医院耳鼻咽喉头颈外科 耳鼻咽喉头颈科学教育部重点实验室(首都医科大学)(北京,100730)Department of Otolaryngology Head and Neck Surgery, Beijing Tongren Hospital and Key Laboratory of Otolaryngology Head and Neck Surgery, Ministry of Education, Capital Medical University, Beijing, 100730, China
| | - 德民 韩
- 首都医科大学附属北京同仁医院耳鼻咽喉头颈外科 耳鼻咽喉头颈科学教育部重点实验室(首都医科大学)(北京,100730)Department of Otolaryngology Head and Neck Surgery, Beijing Tongren Hospital and Key Laboratory of Otolaryngology Head and Neck Surgery, Ministry of Education, Capital Medical University, Beijing, 100730, China
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Inthavong K, Fletcher DF, Khamooshi M, Vahaji S, Salati H. Wet surface wall model for latent heat exchange during evaporation. INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN BIOMEDICAL ENGINEERING 2022; 38:e3581. [PMID: 35142094 PMCID: PMC9285617 DOI: 10.1002/cnm.3581] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Revised: 01/31/2022] [Accepted: 02/05/2022] [Indexed: 06/14/2023]
Abstract
Air conditioning is a dual heat and mass transfer process, and the human nasal cavity achieves this through the mucosal wall surface, which is supplied with an energy source through the sub-epithelial network of capillaries. Computational studies of air conditioning in the nasal cavity have included temperature and humidity, but most studies solved these flow parameters separately, and in some cases, a constant mucosal surface temperature was used. Recent developments demonstrated that both heat and mass transfer need to be modeled. This work expands on existing modeling efforts in accounting for the nasal cavity's dual heat and mass transfer process by introducing a new subwall model, given in the Supplementary Materials. The model was applied to a pipe geometry, and a human nasal cavity was recreated from CT-scans, and six inhalation conditions were studied. The results showed that when the energy transfer from the latent heat of evaporation is included, there is a cooling effect on the mucosal surface temperature.
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Affiliation(s)
- Kiao Inthavong
- Mechanical and Automotive EngineeringSchool of Engineering, RMIT UniversityBundooraVictoriaAustralia
| | - David F. Fletcher
- School of Chemical and Biomolecular EngineeringThe University of SydneySydneyNew South WalesAustralia
| | - Mehrdad Khamooshi
- Mechanical and Automotive EngineeringSchool of Engineering, RMIT UniversityBundooraVictoriaAustralia
| | - Sara Vahaji
- Mechanical and Automotive EngineeringSchool of Engineering, RMIT UniversityBundooraVictoriaAustralia
| | - Hana Salati
- Mechanical and Automotive EngineeringSchool of Engineering, RMIT UniversityBundooraVictoriaAustralia
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Salati H, Khamooshi M, Vahaji S, Christo FC, Fletcher DF, Inthavong K. N95 respirator mask breathing leads to excessive carbon dioxide inhalation and reduced heat transfer in a human nasal cavity. PHYSICS OF FLUIDS (WOODBURY, N.Y. : 1994) 2021; 33:081913. [PMID: 34552313 PMCID: PMC8450908 DOI: 10.1063/5.0061574] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Accepted: 08/06/2021] [Indexed: 05/16/2023]
Abstract
Face masks and respirators are used to filter inhaled air, which may contain airborne droplets and high particulate matter (PM) concentrations. The respirators act as a barrier to the inhaled and exhaled air, which may change the nasal airflow characteristics and air-conditioning function of the nose. This study aims to investigate the nasal airflow dynamics during respiration with and without an N95 respirator driven by airflow through the nasal cavity to assess the effect of the respirator on breathing conditions during respiration. To achieve the objective of this study, transient computational fluid dynamics simulations have been utilized. The nasal geometry was reconstructed from high-resolution Computed Tomography scans of a healthy 25-year-old female subject. The species transport method was used to analyze the airflow, temperature, carbon dioxide (CO2), moisture content (H2O), and temperature distribution within the nasal cavity with and without an N95 respirator during eight consecutive respiration cycles with a tidal volume of 500 ml. The results demonstrated that a respirator caused excessive CO2 inhalation by approximately 7 × greater per breath compared with normal breathing. Furthermore, heat and mass transfer in the nasal cavity was reduced, which influences the perception of nasal patency. It is suggested that wearers of high-efficiency masks that have minimal porosity and low air exchange for CO2 regulation should consider the amount of time they wear the mask.
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Affiliation(s)
| | - Mehrdad Khamooshi
- Mechanical and Automotive Engineering, School of Engineering, RMIT University, Bundoora, Australia
| | - Sara Vahaji
- School of Engineering, Faculty of Science Engineering and Built Environment, Deakin University, Victoria, Australia
| | - Farid C. Christo
- School of Engineering, Faculty of Science Engineering and Built Environment, Deakin University, Victoria, Australia
| | - David F. Fletcher
- School of Chemical and Biomolecular Engineering, The University of Sydney, NSW 2006 Australia
| | - Kiao Inthavong
- Mechanical and Automotive Engineering, School of Engineering, RMIT University, Bundoora, Australia
- Author to whom correspondence should be addressed:
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