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1.
Anaesthesiologie ; 73(6): 379-384, 2024 Jun.
Article De | MEDLINE | ID: mdl-38829521

The German guidelines for airway management aim to optimize the care of patients undergoing anesthesia or intensive care. The preanesthesia evaluation is an important component for detection of anatomical and physiological indications for difficult mask ventilation and intubation. If predictors for a difficult or impossible mask ventilation and/or endotracheal intubation are present the airway should be secured while maintaining spontaneous breathing. In an unexpectedly difficult intubation, attempts to secure the airway should be limited to two with each method used. A video laryngoscope is recommended after an unsuccessful direct laryngoscopy. Therefore, a video laryngoscope should be available at every anesthesiology workspace throughout the hospital. Securing the airway should primarily be performed with a video laryngoscope in critically ill patients and patients at risk of pulmonary aspiration. Experienced personnel should perform or supervise airway management in the intensive care unit.


Airway Management , Intubation, Intratracheal , Airway Management/methods , Airway Management/standards , Humans , Intubation, Intratracheal/methods , Intubation, Intratracheal/standards , Germany , Laryngoscopy/methods , Laryngoscopy/standards , Critical Care/methods , Critical Care/standards , Laryngeal Masks
4.
Sci Rep ; 14(1): 14209, 2024 06 20.
Article En | MEDLINE | ID: mdl-38902319

Accurate prediction of difficult direct laryngoscopy (DDL) is essential to ensure optimal airway management and patient safety. The present study proposed an AI model that would accurately predict DDL using a small number of bedside pictures of the patient's face and neck taken simply with a smartphone. In this prospective single-center study, adult patients scheduled for endotracheal intubation under general anesthesia were included. Patient pictures were obtained in frontal, lateral, frontal-neck extension, and open mouth views. DDL prediction was performed using a deep learning model based on the EfficientNet-B5 architecture, incorporating picture view information through multitask learning. We collected 18,163 pictures from 3053 patients. After under-sampling to achieve a 1:1 image ratio of DDL to non-DDL, the model was trained and validated with a dataset of 6616 pictures from 1283 patients. The deep learning model achieved a receiver operating characteristic area under the curve of 0.81-0.88 and an F1-score of 0.72-0.81 for DDL prediction. Including picture view information improved the model's performance. Gradient-weighted class activation mapping revealed that neck and chin characteristics in frontal and lateral views are important factors in DDL prediction. The deep learning model we developed effectively predicts DDL and requires only a small set of patient pictures taken with a smartphone. The method is practical and easy to implement.


Deep Learning , Intubation, Intratracheal , Laryngoscopy , Humans , Laryngoscopy/methods , Prospective Studies , Female , Male , Middle Aged , Adult , Intubation, Intratracheal/methods , Aged , Image Processing, Computer-Assisted/methods , Smartphone , ROC Curve
5.
Medicine (Baltimore) ; 103(25): e38658, 2024 Jun 21.
Article En | MEDLINE | ID: mdl-38905392

INTRODUCTION: Acute epiglottitis is not uncommon and it can cause high mortality due to airway obstruction. Acute epiglottitis complicated with cervical necrotizing fasciitis has rarely been reported, and it is also a life-threatening disease with a fatality rate of 7% to 50%. PATIENT CONCERNS: A 64-year-old woman presented to our hospital with chief complaints of sore throat and cervical swelling, long with foreign body sensation and hoarseness. Endoscopic laryngoscopy showed erythematous and swollen epiglottis with purulent secretions on the surface. Computed tomography (CT) scan showed swollen epiglottis and swelling of the neck with air- and fluid-containing necrotizing tissue. DIAGNOSES: The diagnosis was acute epiglottitis and abscess complicated with cervical necrotizing fasciitis. INTERVENTIONS: With the patient in awake condition, airway access was established by performing intubation with adjunctive use of gum elastic bougie, followed by surgical debridement under general anesthesia; a flap was used for skin coverage and intravenous piperacillin-tazobactam was administered. OUTCOMES: The patient was discharged without complications. CONCLUSION: Gum elastic bougie is a usable tool in difficult intubation. Adequate pre-anesthesia evaluation, patient sedation, and gentle manipulation assured the intubation success in this case.


Abscess , Epiglottitis , Fasciitis, Necrotizing , Intubation, Intratracheal , Humans , Female , Fasciitis, Necrotizing/etiology , Fasciitis, Necrotizing/therapy , Fasciitis, Necrotizing/complications , Middle Aged , Epiglottitis/complications , Epiglottitis/therapy , Intubation, Intratracheal/methods , Abscess/etiology , Abscess/therapy , Acute Disease , Neck , Debridement/methods , Laryngoscopy/methods , Anti-Bacterial Agents/therapeutic use , Anti-Bacterial Agents/administration & dosage , Tomography, X-Ray Computed/methods
6.
Eur J Cardiothorac Surg ; 65(6)2024 Jun 03.
Article En | MEDLINE | ID: mdl-38885366

OBJECTIVES: Treatment options for benign subglottic stenosis include endoscopic techniques or open surgery. Although endoscopic treatment is less invasive, a considerable proportion of patients develop recurrent stenosis. Endoscopic pretreatments do not exclude patients from a later surgical repair; however, the impact of previous endoscopic treatment attempts on functional outcome after open surgery is unknown. METHODS: All patients, who received a cricotracheal resection (CTR) between January 2017 and June 2023 at the Department of Thoracic Surgery, Medical University of Vienna, were included in this retrospective study. Patient characteristics, surgical variables and postoperative outcome including a detailed functional assessment were analysed. RESULTS: A total of 65 patients received a CTR during the study period, of which 40 were treatment naïve and 25 had a median of 2 (range 1-9) endoscopic pretreatments. Less-invasive voice-sparing CTR or standard CTR were more often possible in treatment-naïve patients. In contrary, pretreated patients regularly required extended procedures (P = 0.049). Three or more endoscopic treatments resulted in a significantly lower mean fundamental frequency (F0) after open repair (P = 0.048). In addition, a trend towards smaller mean sound pressure levels, a higher voice handicap index, higher impairments in RBH scores (roughness, breathing and hoarseness) and a higher dysphagia severity index was found in pretreated patients. The respiratory outcome after surgery was comparable between both groups. CONCLUSIONS: Multiple endoscopic pretreatments lead to worse voice quality after CTR. The impact of prior endoscopic treatment before surgical repair should be considered when discussing treatment options with patients suffering from subglottic stenosis.


Cricoid Cartilage , Laryngostenosis , Trachea , Humans , Male , Female , Retrospective Studies , Laryngostenosis/surgery , Middle Aged , Cricoid Cartilage/surgery , Adult , Aged , Trachea/surgery , Treatment Outcome , Laryngoscopy/methods , Endoscopy/methods , Young Adult , Voice Quality/physiology
8.
Ann Card Anaesth ; 27(1): 65-67, 2024 Jan 01.
Article En | MEDLINE | ID: mdl-38722125

ABSTRACT: One-lung ventilation is indicated during thoracic surgery for visualization and exposure of surgical site. It is achieved with bronchial blockers, double-lumen endobronchial tube, single-lumen endotracheal tubes and Univent tube for infants and children. Fibreoptic bronchoscope is required for placing and confirming the correct position of these tubes. We report a perioperative management of safe conduct of one lung ventilation for a 6-year child undergoing left lower lobe lobectomy through C-MAC video laryngoscope guided two single lumen tubes in limited resource settings where paediatric-sized fibreoptic bronchoscope is unavailable.


Intubation, Intratracheal , One-Lung Ventilation , Humans , One-Lung Ventilation/methods , One-Lung Ventilation/instrumentation , Intubation, Intratracheal/methods , Intubation, Intratracheal/instrumentation , Child , Male , Bronchoscopy/methods , Fiber Optic Technology , Female , Laryngoscopy/methods
9.
BMC Anesthesiol ; 24(1): 181, 2024 May 21.
Article En | MEDLINE | ID: mdl-38773386

BACKGROUND: Endotracheal intubation is challenging during cardiopulmonary resuscitation, and video laryngoscopy has showed benefits for this procedure. The aim of this study was to compare the effectiveness of various intubation approaches, including the bougie first, preloaded bougie, endotracheal tube (ETT) with stylet, and ETT without stylet, on first-attempt success using video laryngoscopy during chest compression. METHODS: This was a randomized crossover trial conducted in a general tertiary teaching hospital. We included anesthesia residents in postgraduate year one to three who passed the screening test. Each resident performed intubation with video laryngoscopy using the four approaches in a randomized sequence on an adult manikin during continuous chest compression. The primary outcome was the first-attempt success defined as starting ventilation within a one minute. RESULTS: A total of 260 endotracheal intubations conducted by 65 residents were randomized and analyzed with 65 procedures in each group. First-attempt success occurred in 64 (98.5%), 57 (87.7%), 56 (86.2%), and 46 (70.8%) intubations in the bougie-first, preloaded bougie, ETT with stylet, and ETT without stylet approaches, respectively. The bougie-first approach had a significantly higher possibility of first-attempt success than the preloaded bougie approach [risk ratio (RR) 8.00, 95% confidence interval (CI) 1.03 to 62.16, P = 0.047], the ETT with stylet approach (RR 9.00, 95% CI 1.17 to 69.02, P = 0.035), and the ETT without stylet approach (RR 19.00, 95% CI 2.62 to 137.79, P = 0.004) in the generalized estimating equation logistic model accounting for clustering of intubations operated by the same resident. In addition, the bougie first approach did not result in prolonged intubation or increased self-reported difficulty among the study participants. CONCLUSIONS: The bougie first approach with video laryngoscopy had the highest possibility of first-attempt success during chest compression. These results helped inform the intubation approach during CPR. However, further studies in an actual clinical environment are warranted to validate these findings. TRIAL REGISTRATION: Clinicaltrials.gov; identifier: NCT05689125; date: January 18, 2023.


Cardiopulmonary Resuscitation , Cross-Over Studies , Intubation, Intratracheal , Laryngoscopy , Manikins , Video Recording , Intubation, Intratracheal/methods , Intubation, Intratracheal/instrumentation , Humans , Laryngoscopy/methods , Laryngoscopy/instrumentation , Cardiopulmonary Resuscitation/methods , Male , Female , Adult , Internship and Residency/methods , Video-Assisted Techniques and Procedures
11.
Int J Pediatr Otorhinolaryngol ; 181: 111985, 2024 Jun.
Article En | MEDLINE | ID: mdl-38776721

Endoscopic posterior cricoid split and costal rib graft placement (EPCSCG) is an important tool in enlarging the glottic and subglottic airway, both of which can be disproportionally affected in the small airways of neonates and early infants. We present a series of 8 patients under the age of one who successfully underwent EPCSCG, with 7/8 patients avoiding tracheostomy entirely. Of these patients, the indication for EPCSCG was isolated bilateral vocal fold immobility (6/8), bilateral vocal fold immobility with subglottic stenosis (1/8), and isolated subglottic stenosis (1/8). EPCSCG can be safely applied to select patients less than one year of age.


Costal Cartilage , Cricoid Cartilage , Laryngostenosis , Humans , Cricoid Cartilage/surgery , Male , Infant , Costal Cartilage/transplantation , Female , Laryngostenosis/surgery , Infant, Newborn , Vocal Cord Paralysis/surgery , Treatment Outcome , Endoscopy/methods , Laryngoscopy/methods , Retrospective Studies , Ribs/transplantation , Ribs/surgery
12.
Am J Otolaryngol ; 45(4): 104342, 2024.
Article En | MEDLINE | ID: mdl-38703609

OBJECTIVE: To develop a multi-instance learning (MIL) based artificial intelligence (AI)-assisted diagnosis models by using laryngoscopic images to differentiate benign and malignant vocal fold leukoplakia (VFL). METHODS: The AI system was developed, trained and validated on 5362 images of 551 patients from three hospitals. Automated regions of interest (ROI) segmentation algorithm was utilized to construct image-level features. MIL was used to fusion image level results to patient level features, then the extracted features were modeled by seven machine learning algorithms. Finally, we evaluated the image level and patient level results. Additionally, 50 videos of VFL were prospectively gathered to assess the system's real-time diagnostic capabilities. A human-machine comparison database was also constructed to compare the diagnostic performance of otolaryngologists with and without AI assistance. RESULTS: In internal and external validation sets, the maximum area under the curve (AUC) for image level segmentation models was 0.775 (95 % CI 0.740-0.811) and 0.720 (95 % CI 0.684-0.756), respectively. Utilizing a MIL-based fusion strategy, the AUC at the patient level increased to 0.869 (95 % CI 0.798-0.940) and 0.851 (95 % CI 0.756-0.945). For real-time video diagnosis, the maximum AUC at the patient level reached 0.850 (95 % CI, 0.743-0.957). With AI assistance, the AUC improved from 0.720 (95 % CI 0.682-0.755) to 0.808 (95 % CI 0.775-0.839) for senior otolaryngologists and from 0.647 (95 % CI 0.608-0.686) to 0.807 (95 % CI 0.773-0.837) for junior otolaryngologists. CONCLUSIONS: The MIL based AI-assisted diagnosis system can significantly improve the diagnostic performance of otolaryngologists for VFL and help to make proper clinical decisions.


Artificial Intelligence , Laryngoscopy , Leukoplakia , Vocal Cords , Humans , Vocal Cords/diagnostic imaging , Vocal Cords/pathology , Laryngoscopy/methods , Male , Leukoplakia/diagnosis , Leukoplakia/pathology , Female , Middle Aged , Aged , Diagnosis, Computer-Assisted/methods , Machine Learning , Diagnosis, Differential , Adult , Algorithms , Laryngeal Neoplasms/diagnosis , Laryngeal Neoplasms/pathology , Laryngeal Neoplasms/diagnostic imaging
13.
N Engl J Med ; 390(20): 1885-1894, 2024 May 30.
Article En | MEDLINE | ID: mdl-38709215

BACKGROUND: Repeated attempts at endotracheal intubation are associated with increased adverse events in neonates. When clinicians view the airway directly with a laryngoscope, fewer than half of first attempts are successful. The use of a video laryngoscope, which has a camera at the tip of the blade that displays a view of the airway on a screen, has been associated with a greater percentage of successful intubations on the first attempt than the use of direct laryngoscopy in adults and children. The effect of video laryngoscopy among neonates is uncertain. METHODS: In this single-center trial, we randomly assigned neonates of any gestational age who were undergoing intubation in the delivery room or neonatal intensive care unit (NICU) to the video-laryngoscopy group or the direct-laryngoscopy group. Randomization was stratified according to gestational age (<32 weeks or ≥32 weeks). The primary outcome was successful intubation on the first attempt, as determined by exhaled carbon dioxide detection. RESULTS: Data were analyzed for 214 of the 226 neonates who were enrolled in the trial, 63 (29%) of whom were intubated in the delivery room and 151 (71%) in the NICU. Successful intubation on the first attempt occurred in 79 of the 107 patients (74%; 95% confidence interval [CI], 66 to 82) in the video-laryngoscopy group and in 48 of the 107 patients (45%; 95% CI, 35 to 54) in the direct-laryngoscopy group (P<0.001). The median number of attempts to achieve successful intubation was 1 (95% CI, 1 to 1) in the video-laryngoscopy group and 2 (95% CI, 1 to 2) in the direct-laryngoscopy group. The median lowest oxygen saturation during intubation was 74% (95% CI, 65 to 78) in the video-laryngoscopy group and 68% (95% CI, 62 to 74) in the direct-laryngoscopy group; the lowest heart rate was 153 beats per minute (95% CI, 148 to 158) and 148 (95% CI, 140 to 156), respectively. CONCLUSIONS: Among neonates undergoing urgent endotracheal intubation, video laryngoscopy resulted in a greater number of successful intubations on the first attempt than direct laryngoscopy. (Funded by the National Maternity Hospital Foundation; VODE ClinicalTrials.gov number, NCT04994652.).


Infant, Newborn , Intubation, Intratracheal , Laryngoscopy , Female , Humans , Male , Carbon Dioxide/analysis , Delivery Rooms , Gestational Age , Intensive Care Units, Neonatal , Intubation, Intratracheal/adverse effects , Intubation, Intratracheal/instrumentation , Intubation, Intratracheal/methods , Laryngoscopes , Laryngoscopy/methods , Laryngoscopy/instrumentation , Video Recording , Video-Assisted Surgery/instrumentation , Video-Assisted Surgery/methods , Breath Tests , Ireland
14.
J Plast Reconstr Aesthet Surg ; 94: 98-102, 2024 Jul.
Article En | MEDLINE | ID: mdl-38776628

BACKGROUND: Cleft lip and palate (CLCP) surgeries necessitate precise airway management, especially in pediatric cases with anatomical variations. The Covid-19 pandemic posed unprecedented challenges to anesthesiology practices that required adaptations to ensure patient safety and minimize viral transmission. Videolaryngoscopy (VL) emerged as a valuable tool in airway management during the pandemic, offering improved intubation success rates and reduced aerosol generation risks. METHODS: This retrospective study compared anesthesiology practices in CLCP surgeries before (2015-2019) and during the Covid-19 (2019-2022) pandemic at a tertiary care center. Patient demographics, anesthesia techniques, intubation difficulty, airway management, and intraoperative and postoperative follow-up were analyzed from anesthesia records. RESULTS: This study included 1282 cases. Demographics were similar between periods. During the pandemic, there was a significant decrease in the number of patients under one year old (p < 0.001) and a higher prevalence of micrognathia and comorbidities (p = 0.001 and p = 0.038, respectively). Difficult intubation and intraoperative complication rates decreased during the pandemic, but they were not statistically significant. VL usage during the pandemic contributed to improved extubating success (p < 0.001). CONCLUSIONS: VL usage and improved patient outcomes were observed during the pandemic, potentially due to proactive measures and infection control protocols. Decision-making processes for extubation and intensive care unit stay became crucial during the pandemic. Understanding the role of VL and its adaptations during the Covid-19 pandemic is vital for optimizing perioperative care in CLCP surgeries and other procedures requiring airway management. The findings highlight the resilience of healthcare systems and the importance of evidence-based practices under challenging circumstances.


COVID-19 , Cleft Lip , Cleft Palate , Laryngoscopy , Humans , COVID-19/prevention & control , COVID-19/epidemiology , Laryngoscopy/methods , Retrospective Studies , Male , Female , Cleft Palate/surgery , Cleft Lip/surgery , Infant , Child, Preschool , Intubation, Intratracheal/methods , Airway Management/methods , Child , SARS-CoV-2 , Video-Assisted Surgery/methods
15.
Vestn Otorinolaringol ; 89(2): 105-108, 2024.
Article Ru | MEDLINE | ID: mdl-38805472

A clinical case of a rare malignant tumor of the larynx, carcinosarcoma, is described. The features of the clinical picture, diagnostic methods: instrumental and morphological are presented.


Carcinosarcoma , Laryngeal Neoplasms , Humans , Carcinosarcoma/diagnosis , Carcinosarcoma/pathology , Diagnosis, Differential , Laryngeal Neoplasms/diagnosis , Laryngeal Neoplasms/pathology , Laryngectomy/methods , Laryngoscopy/methods , Larynx/pathology
16.
Vestn Otorinolaringol ; 89(2): 101-104, 2024.
Article Ru | MEDLINE | ID: mdl-38805471

Laryngeal air cyst (laryngocele) is a rare disease that is an abnormal cystic expansion of the deep structures of the laryngeal ventricle. They can be accompanied by serious complaints, such as shortness of breath, difficulty breathing during exercise, as well as at rest with large cysts. Computed tomography is the most effective method for determining the type, localization and degree of laryngocele. Although surgical treatment is considered the method of choice in cases of laryngeal air cyst, the approach significantly depends on the size of the lesion.


Laryngocele , Tomography, X-Ray Computed , Humans , Cysts/surgery , Cysts/diagnosis , Laryngeal Diseases/surgery , Laryngeal Diseases/diagnosis , Laryngeal Diseases/physiopathology , Laryngocele/surgery , Laryngocele/diagnosis , Laryngoscopy/methods , Larynx/surgery , Larynx/diagnostic imaging , Larynx/physiopathology , Tomography, X-Ray Computed/methods , Treatment Outcome
18.
Eur Arch Otorhinolaryngol ; 281(7): 3693-3700, 2024 Jul.
Article En | MEDLINE | ID: mdl-38637412

PURPOSE: Recent approaches for recurrent respiratory papillomatosis including local injection of bevacizumab and HPV vaccination show promise in reducing the need for frequent surgeries. In this study we propose a new combined approach of surgery, intralesional injection of 25 mg bevacizumab and HPV vaccine that can lead to resolution of RRP. MATERIAL AND METHODS: Our study involved 5 patients treated with a combination of transoral microsurgery, intralesional injection of 25 mg bevacizumab, and HPV vaccination with Gardasil 9 between April 2020 and May 2023. Standard video laryngoscopy was performed to assess the presence of papilloma and Derkay score was used to assess the severity of disease. RESULTS: All 5 patients completed the study successfully and a complete response was achieved by all. The follow-up ranged from 8 to 45 months. The mean total Derkay score before treatment was 41 (range 25 to 52) and after the combined approach was 0 both anatomically and clinically in all patients. CONCLUSIONS: This study demonstrates the effectiveness of a combined treatment approach for RRP involving surgical intervention, intralesional injection of bevacizumab, and HPV vaccination.


Bevacizumab , Injections, Intralesional , Papillomavirus Infections , Respiratory Tract Infections , Humans , Papillomavirus Infections/prevention & control , Female , Male , Respiratory Tract Infections/prevention & control , Respiratory Tract Infections/virology , Combined Modality Therapy , Bevacizumab/therapeutic use , Bevacizumab/administration & dosage , Adult , Laryngoscopy/methods , Treatment Outcome , Microsurgery/methods , Young Adult , Adolescent , Papillomavirus Vaccines/administration & dosage , Human Papillomavirus Recombinant Vaccine Quadrivalent, Types 6, 11, 16, 18/administration & dosage
19.
Expert Rev Med Devices ; 21(5): 427-438, 2024 May.
Article En | MEDLINE | ID: mdl-38655581

INTRODUCTION: This systematic review and meta-analysis aimed to compare the efficacy of dynamic versus standard bougies to achieve tracheal intubation. METHODS: We searched MEDLINE, Embase, CENTRAL, Web of Science, Scopus and Google Scholar on 10 October 2023. We included clinical trials comparing both devices. The primary outcome was the first-attempt intubation success rate. The secondary outcome was the time required for tracheal intubation. RESULTS: Eighteen studies were included. Dynamic bougies do not increase first-attempt success rate (RR 1.11; p = 0.06) or shorten tracheal intubation time (MD -0.30 sec; p = 0.84) in clinical trials in humans. In difficult airways, first-attempt success intubation rate was greater for dynamic bougies (RR 1.17; p = 0.002); Additionally, they reduced the time required for intubation (MD -4.80 sec; p = 0.001). First-attempt intubation success rate was higher (RR 1.15; p = 0.01) and time to achieve intubation was shorter when using Macintosh blades combined with dynamic bougies (MD -5.38 sec; p < 0.00001). Heterogeneity was high. CONCLUSION: Dynamic bougies do not increase the overall first-pass success rate or shorten tracheal intubation time. However, dynamic bougies seem to improve first-attempt tracheal intubation rate in patients with difficult airways and in those intubated with a Macintosh blade. Further research is needed for definitive conclusions. REGISTRATION OF PROSPERO: CRD42023472122.


Intubation, Intratracheal , Laryngoscopy , Intubation, Intratracheal/instrumentation , Intubation, Intratracheal/methods , Humans , Laryngoscopy/instrumentation , Laryngoscopy/methods
20.
BMC Anesthesiol ; 24(1): 157, 2024 Apr 24.
Article En | MEDLINE | ID: mdl-38658856

BACKGROUND: The main cause of anesthesia-related deaths is the failure to manage difficult airways. Difficult laryngoscopic exposure is a major cause of unsuccessful management of difficult airways. Inadequate preoperative airway assessment hinders the clinical management of difficult airways cases, emphasizing the critical need for accurate identification of difficult airways. Currently, no definitive and reliable indicators are available to predict a difficult airway. Our study aims to predict laryngoscope exposure risk factors by combining ultrasonically measured upper airway anatomic parameters with physical examination indicators. METHODS: Patients aged 18 to 75 years, classified as American Standards Association (ASA) I-III, and scheduled for elective general anesthesia with endotracheal intubation were included. All patients received the upper airway and ultrasonographic measurements. After anesthesia induction, laryngoscope exposure was analyzed using the Cormack-Lehane grading system, with Grades III and IV as indicative of difficult laryngoscopy. Univariate and multivariate logistic regression analyses were performed to identify reliable indicators for predicting difficult laryngoscopy. Receiver Operating Characteristic (ROC) curve analysis was utilized to assess the predictive performance of each indicator. RESULTS: A total of 1120 patients finished the study, with 710 cases found in Grade I laryngoscopic exposure group, 360 cases in Grade II group, and 50 cases in Grade III group. There was no case observed in Grade IV group, thereby resulting in an incidence of difficult laryngoscopy of 4.46%. Univariate logistic regression analysis revealed that several parameters including age, Body Mass Index (BMI), neck circumference, neck mobility, snoring intensity, as well as ultrasound measurements of the pre-epiglottic space and thyromental distance were identified as significant risk factors for difficult laryngoscopy (P < 0.05). Among these, BMI, and neck circumference exhibited notable predictive value, with Area Under The Curve (AUC) values of 0.746 (95%CI 0.649-0.842) and 0.732 (95%CI 0.638-0.827), respectively. Neck mobility was also identified as an independent risk factor for predicting difficult laryngoscopy (P = 0.009) in multivariate logistic regression analysis, with an AUC of 0.672 (0.562-0.782) in the ROC curve. CONCLUSIONS: Our findings revealed a direct correlation between difficult laryngoscopy and age, BMI, neck circumference, neck mobility, snoring intensity, as well as ultrasound measurements of the pre-epiglottic space and thyromental distance. Furthermore, neck mobility was identified as an independent predictive factor. TRIAL REGISTRATION: The trial was registered prior to patient enrollment at clinicaltrials.gov (register no. ChiCTR2100053826, Date of registration: November 30, 2021).


Intubation, Intratracheal , Laryngoscopy , Ultrasonography , Humans , Laryngoscopy/methods , Middle Aged , Prospective Studies , Male , Female , Adult , Aged , Intubation, Intratracheal/methods , Ultrasonography/methods , Risk Factors , Young Adult , Anesthesia, General/methods , Adolescent , Body Mass Index
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