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Keywords = modified Mallampati

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21 pages, 1139 KB  
Article
Thyromental Height Test as a Method for Predicting Difficult Intubation in Patients with Obesity: A Prospective Observational Study
by Piotr Palaczyński, Jacek Smereka, Katarzyna Zawadzka-Kaczmarek, Jakub Kukliński, Hanna Misiolek, Justyna Domka, Justyna Danel and Szymon Bialka
J. Clin. Med. 2025, 14(18), 6352; https://doi.org/10.3390/jcm14186352 - 9 Sep 2025
Viewed by 497
Abstract
Background: Anthropometric tests and scales used to predict difficult intubation in people with obesity have limited sensitivity and specificity. A thyromental height test (TMHT) is based on the height between the anterior border of the thyroid cartilage and the anterior border of the [...] Read more.
Background: Anthropometric tests and scales used to predict difficult intubation in people with obesity have limited sensitivity and specificity. A thyromental height test (TMHT) is based on the height between the anterior border of the thyroid cartilage and the anterior border of the mentum. Objectives: The aim of this study was to assess the usefulness of TMH in the prediction of difficult intubation in patients with obesity scheduled for elective surgical procedures. Methods: A prospective, observational cohort study in adult patients with BMI ≥ 30 kg⋅m−2 scheduled for elective surgical procedures under general anesthesia, direct laryngoscopy, and intubation was conducted in a university hospital between June 2020 and June 2021. The primary outcome measure was thyromental height, and the secondary outcome measures were thyromental distance (TMD), sternomental distance (SMD), score in the modified Mallampati test (MMT), Cormack–Lehane grade (CL), neck circumference (NC), and mouth opening (MO) distance. As a secondary outcome, a composite score was developed and analyzed for its predictive performance. Results: In 77 patients (56 females, 72.7%) aged 43.21 ± 9.39 years with a mean BMI of 37.18 (34.6–42.8) kg⋅m−2, difficult intubation was found in 18 patients (23.38%). Sleep apnea was present in 14 (23.75) patients with easy intubation vs. 9 (50%) patients with difficult intubation (p = 0.033). There were no statistically significant differences in thyromental height test, thyromental distance, neck circumference, and mouth opening scores. Male sex, TMD ≤ 175 mm, and MO ≤ 60.5 mm were predictors of difficult laryngoscopy. The OPERA Score (range 0–5) demonstrated superior predictive value (AUC = 0.8 p < 0.01), outperforming its individual components. Conclusions: Male sex, TMD ≤ 175 mm, and MO ≤ 60.5 mm are predictors for difficult laryngoscopy in patients with obesity. The results of our study indicate that TMH may not be a good predictor of difficult intubation in patients with obesity. However, when integrated into a composite score, it contributes meaningfully to a multifactorial risk assessment. Full article
(This article belongs to the Section Anesthesiology)
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7 pages, 398 KB  
Article
Evaluating Obstructive Sleep Apnea Utilizing Arterial Tonometry in Individuals with Cystic Fibrosis
by Michelle Chiu, Bethany Bartley, Elizabeth Gootkind, Salma Batool-Anwar, Donald G. Keamy, Thomas Bernard Kinane, Lael M. Yonker and Kevin S. Gipson
Adv. Respir. Med. 2025, 93(3), 20; https://doi.org/10.3390/arm93030020 - 17 Jun 2025
Viewed by 667
Abstract
Poor sleep quality and excessive daytime sleepiness are commonly reported by individuals with cystic fibrosis. The potential impact of comorbid sleep-disordered breathing (SDB), particularly obstructive sleep apnea (OSA), has not been extensively studied in the CF population. At present, there are no specific [...] Read more.
Poor sleep quality and excessive daytime sleepiness are commonly reported by individuals with cystic fibrosis. The potential impact of comorbid sleep-disordered breathing (SDB), particularly obstructive sleep apnea (OSA), has not been extensively studied in the CF population. At present, there are no specific recommendations available to help clinicians identify patients with CF who are at increased risk of sleep disorders. Home sleep apnea testing using a validated peripheral arterial tonometry (PAT) device may offer an accurate diagnosis of OSA in a more convenient and low-cost method than in-lab polysomnography. In this single-center study of 19 adults with CF, we found an increased prevalence of OSA among individuals with CF compared to general population estimates. Although associations with an FEV < 70% predicted and a modified Mallampati score ≥ 3 were observed, these odds ratios did not reach statistical significance, likely reflecting limited power in this small pilot sample. There was no association found between the self-reported presence of nocturnal cough or snoring and OSA. We also found no association between OSA and abnormal scores on commonly used, validated sleep questionnaires, suggesting that CF-specific scales may be needed for effective screening in the CF clinic. Full article
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13 pages, 1079 KB  
Article
Ultrasound-Measured Skin-to-Epiglottis Distance as a Predictor of Difficult Intubation in Obese Patients: A Prospective Observational Study
by Kazım Ersin Altınsoy and Bahar Uslu Bayhan
J. Clin. Med. 2025, 14(6), 2092; https://doi.org/10.3390/jcm14062092 - 19 Mar 2025
Cited by 3 | Viewed by 1394
Abstract
Background/Objectives: Difficult intubation is a significant clinical issue in emergency medicine as well as anesthesia practice, occurring more frequently in obese patients. Traditional assessment methods may not be sufficient to predict difficult intubation. This study aims to evaluate the ability of ultrasound-measured [...] Read more.
Background/Objectives: Difficult intubation is a significant clinical issue in emergency medicine as well as anesthesia practice, occurring more frequently in obese patients. Traditional assessment methods may not be sufficient to predict difficult intubation. This study aims to evaluate the ability of ultrasound-measured skin-to-epiglottis distance (SED) to predict difficult laryngoscopy in obese patients and investigate its applicability in clinical practice. Methods: This prospective observational study was conducted between February 2024 and January 2025 at Gaziantep City Hospital on obese patients undergoing bariatric surgery. Patients aged 18 years and older with an American Society of Anesthesiologists (ASA) classification of I-II-III were included in the study. Demographic data, standard airway assessment parameters (neck circumference, thyromental distance, sternomental distance, etc.), and ultrasound-measured skin-to-epiglottis distance were recorded. All intubation procedures were performed by a single experienced anesthesiologist following standard protocols, and laryngoscope view was assessed according to the Cormack–Lehane classification. Results: Among the 61 patients included in the study, 16.4% were classified as having a difficult airway, and 13.1% experienced difficult intubation. No significant correlation was found between standard airway assessment parameters and difficult intubation. However, ultrasound-measured skin-to-epiglottis distance (SED) was significantly higher in patients with difficult intubation (p = 0.004), making it a strong predictor. Additionally, modified Mallampati (p < 0.001), modified Cormack–Lehane (p = 0.003), and Wilson scores (p = 0.001) were significant in predicting difficult airway, although Wilson score was not significant for difficult intubation (p = 0.099). Conclusions: Our study suggests that ultrasound-measured skin-to-epiglottis distance may be a valuable predictor of difficult intubation in obese patients. Given the limitations of preoperative assessment methods, incorporating ultrasound into airway evaluation as a complementary tool provides significant benefits. Larger-scale studies in the future are necessary to further assess the clinical efficacy of this method. Full article
(This article belongs to the Special Issue Airway Management: From Basic Techniques to Innovative Technologies)
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22 pages, 8004 KB  
Article
Machine Learning Predictions and Identifying Key Predictors for Safer Intubation: A Study on Video Laryngoscopy Views
by Jong-Ho Kim, Sung-Woo Han, Sung-Mi Hwang, Jae-Jun Lee and Young-Suk Kwon
J. Pers. Med. 2024, 14(9), 902; https://doi.org/10.3390/jpm14090902 - 25 Aug 2024
Cited by 2 | Viewed by 2711
Abstract
This study develops a predictive model for video laryngoscopic views using advanced machine learning techniques, aiming to enhance airway management’s efficiency and safety. A total of 212 participants were involved, with 169 in the training set and 43 in the test set. We [...] Read more.
This study develops a predictive model for video laryngoscopic views using advanced machine learning techniques, aiming to enhance airway management’s efficiency and safety. A total of 212 participants were involved, with 169 in the training set and 43 in the test set. We assessed outcomes using the percentage of glottic opening (POGO) score and considered factors like the modified Mallampati classification, thyromental height and distance, sternomental distance, mouth opening distance, and neck circumference. A range of machine learning algorithms was employed for data analysis, including Random Forest, Light Gradient Boosting Machine, K-Nearest Neighbors, Support Vector Regression, Ridge Regression, and Lasso Regression. The models’ performance was evaluated on the test set, with Root Mean Squared Error values ranging from 20.4 to 21.9. SHapley Additive exPlanations value analysis revealed that age is a consistent and significant predictor of POGO score across all models, highlighting its critical role in the predictive accuracy of these techniques. Full article
(This article belongs to the Section Methodology, Drug and Device Discovery)
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12 pages, 1339 KB  
Review
Predictors of Success of Pharyngeal Surgery in the Treatment of Obstructive Sleep Apnea: A Narrative Review
by Heloisa dos Santos Sobreira Nunes, Joana Vaz de Castro, Valentin Favier, Florent Carsuzaa, Marina He Ryi Kim, Felipe Ahumada Mira, Giuseppe Meccariello, Claudio Vicini, Andrea De Vito, Jerome R. Lechien, Carlos Chiesa Estomba, Antonino Maniaci, Giannicola Iannella and Giovanni Cammaroto
J. Clin. Med. 2023, 12(21), 6773; https://doi.org/10.3390/jcm12216773 - 26 Oct 2023
Cited by 9 | Viewed by 2524
Abstract
(1) Background: This narrative review aims to explore the predictors of success for pharyngeal surgery in the treatment of obstructive sleep apnea (OSA). An extensive literature search was conducted, identifying relevant studies published up to June 2023, utilizing various databases and key search [...] Read more.
(1) Background: This narrative review aims to explore the predictors of success for pharyngeal surgery in the treatment of obstructive sleep apnea (OSA). An extensive literature search was conducted, identifying relevant studies published up to June 2023, utilizing various databases and key search terms related to OSA, surgical interventions, and predictors of success. The review encompasses both retrospective and prospective studies, case series, and cohort studies to provide a broad understanding of the topic; (2) Methods: Review of English scientific literature on phenotypes of OSA related to predictors of success of pharyngeal surgery; (3) Results: Of 75 articles, 21 were included, in these the following were determined to be factors for surgical success: body mass index (BMI) (8 articles), apnea/hypopnea index (AHI) (8 articles), cephalometry (8 articles), palatine tonsil size (7 articles), Modified Mallampati score (2 articles), genioglossus electromyography (2 articles), Friedman score or upper airway anatomy (3 articles), nasopharyngolaryngoscopy (2 articles), drug-induced sleep endoscopy (DISE) (1 article), oral cavity anatomy (1 article) and oxygen desaturation index (ODI) (1 article); (4) Conclusions: The lack of standardized protocols for the indication of pharyngeal surgery is a reality, however identifying known predictors of surgical success may facilitate homogenizing indications. Full article
(This article belongs to the Section Otolaryngology)
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9 pages, 243 KB  
Article
Correlation between Malocclusions, Tonsillar Grading and Mallampati Modified Scale: A Retrospective Observational Study
by Can Serif Kuskonmaz, Giovanni Bruno, Maria Lavinia Bartolucci, Michele Basilicata, Antonio Gracco and Alberto De Stefani
Children 2023, 10(6), 1061; https://doi.org/10.3390/children10061061 - 14 Jun 2023
Cited by 4 | Viewed by 2183
Abstract
Aim: to investigate the correlation between growth tendency and different patient malocclusion, tonsillar grading, and tongue size (Mallampati index). Materials and Methods: The sample is composed of 64 males and 40 females; patients aged between 6 and 16 years (median age 11 years, [...] Read more.
Aim: to investigate the correlation between growth tendency and different patient malocclusion, tonsillar grading, and tongue size (Mallampati index). Materials and Methods: The sample is composed of 64 males and 40 females; patients aged between 6 and 16 years (median age 11 years, IQR 9–13) were included. The final sample is therefore 104 patients. After the first orthodontic visit, all the children underwent a collection of documentation (photographs, digital arch models, and X-rays). Patients were classified according to their malocclusion, palatal conformation, tonsillar grading, and Mallampati index. Group comparisons were performed using Fisher’s test. A p-value less than 0.05 was considered statistically significant. Results: The narrow palate was more frequent in those with Angle class III (p = 0.04), while the other variables considered (tonsillar grading, Mallampati, and lingual frenulum) were not significantly associated with dental class (p > 0.05). Furthermore, a different distribution of tonsillar grading was observed between subjects with normal palate and subjects with narrow palate, while no statistically significant association was found between the palatal shape and Mallampati index (p = 0.88). Conclusions: This study found that children with higher tonsillar grading had a higher prevalence of crossbite or narrow palate compared to other children at the same developmental stage. However, we did not observe any association between tonsil hyperplasia and the prevalence of class II malocclusion, anterior open bite, or patient divergence in this sample. Furthermore, no correlation was found between the Mallampati index and patients’ dental class, narrow palate, or divergence in this study. Full article
10 pages, 1406 KB  
Brief Report
The Usefulness of Modified Mallampati Score and CT Upper Airway Volume Measurements in Diagnosing OSA among Patients with Breathing-Related Sleep Disorders
by Bartosz Dalewski, Agata Kamińska, Aleksandra Syrico, Alicja Kałdunska, Łukasz Pałka and Ewa Sobolewska
Appl. Sci. 2021, 11(9), 3764; https://doi.org/10.3390/app11093764 - 22 Apr 2021
Cited by 16 | Viewed by 4729
Abstract
Background: Obstructive sleep apnea (OSA) is a condition causing restriction of the airflow through the upper airways during sleep, despite preserved inspiratory muscle activity. This may lead to the development of secondary hypertension, ischemic heart disease, myocardial infarction, and arrhythmia. Moreover, the prevalence [...] Read more.
Background: Obstructive sleep apnea (OSA) is a condition causing restriction of the airflow through the upper airways during sleep, despite preserved inspiratory muscle activity. This may lead to the development of secondary hypertension, ischemic heart disease, myocardial infarction, and arrhythmia. Moreover, the prevalence of OSA is on the rise. Methods: Comparison of scores from the Berlin Questionnaire, modified Mallampati scores (MMP), pulse oximetry readings and Upper Airway Volume (UAV) data obtained from CBCT (Cone Beam Computed Tomography). The study group of 129 patients of both sexes reporting sleep-related breathing problems completed the Berlin Questionnaire, had their oxygen saturation (SpO2) measured with a PO40 pulse oximeter, and oropharyngeal tissues assessed according to MMP. CBCT scans were put into 3D Amira TM 3D computer analysisto obtain UAV values. Results: Snoring was associated with significantly higher BMI compared to non-snoring patients. Furthermore, snoring patients had higher heart rate, modified Mallampati score, and lower UAV than the non-snoring group. The multifactorial analysis showed MMP as a useful indicator of the risk of snoring (OR = 7.468 (3863–14, 507, p < 0.001)). Conclusions: The composition of MMP together with UAV and the Berlin questionnaire might be reliable indicators to assess the risk of snoring. Full article
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11 pages, 330 KB  
Article
Comparison of Findings between Clinical Examinations and Drug-Induced Sleep Endoscopy in Patients with Obstructive Sleep Apnea Syndrome
by Huan-Yu Lin, Yi-Chih Lin, Ying-Shuo Hsu, Liang-Chun Shih, Tyler Nelson, Wen-Dien Chang and Yung-An Tsou
Int. J. Environ. Res. Public Health 2020, 17(17), 6041; https://doi.org/10.3390/ijerph17176041 - 19 Aug 2020
Cited by 15 | Viewed by 3541
Abstract
The Velum, Oropharynx, Tongue base and Epiglottis (VOTE) classification on drug-induced sleep endoscopy (DISE) is used widely for obstructive sleep apnea (OSA) syndrome, though research into comparative physical examinations with VOTE on DISE is still limited. The aim of this study was to [...] Read more.
The Velum, Oropharynx, Tongue base and Epiglottis (VOTE) classification on drug-induced sleep endoscopy (DISE) is used widely for obstructive sleep apnea (OSA) syndrome, though research into comparative physical examinations with VOTE on DISE is still limited. The aim of this study was to evaluate the relationship between the findings of physical examinations and DISE in patients with OSA. Fifty-five patients with OSA were enrolled in this retrospective study. All of the patients received clinical explorations including a Brodsky classification, a modified Mallampati score (MMS), a modified Friedman’s staging system, and a Muller’s test. Drug-induced sleep endoscopy was further evaluated in the operating room. There were significant relationships between Brodsky classification, modified Friedman’s staging system, Muller’s test and oropharynx collapse during DISE (p < 0.05). Brodsky classification, MMS, modified Friedman’s staging system and retropalatal lateral-to-lateral (L–L) collapse of Muller’s test were significantly correlated with VOTE count (p < 0.05). The concordance between VOTE under DISE and Brodsky classification or modified Friedman’s staging system was moderate. In contrast, the concordance between VOTE under DISE and MMS or Muller’s test was slight. The study revealed that Brodsky classification and Friedman staging had a significant relationship with DISE on the velum and oropharynx, but the level of tongue base is uncertain between DISE and MMS. Correlation of awake evaluation of tongue base is still not correlated to the DISE findings. Pre-treatment evaluation of DISE is still warranted. Full article
(This article belongs to the Special Issue Obstructive Sleep Apnea Syndrome: From Symptoms to Treatment)
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