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Published in: BMC Anesthesiology 1/2023

Open Access 01-12-2023 | Difficult Airway | Research

Development and validation of a screening method for difficult tracheal intubation based on geometric simulation and computer technology

Authors: Yue Yu, Jingjing Cao, Xinyuan Tang, Zhiyuan Dong, Jianling Xu, Bin Wang, Pingping Cheng, Mingfang Wang, Yue Wu, Weidong Yao, Xiaogan Jiang

Published in: BMC Anesthesiology | Issue 1/2023

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Abstract

Background

The anatomical characteristics of difficult airways can be analysed geometrically. This study aims to develop and validate a geometry-assisted difficult airway screening method (GADAS method) for difficult tracheal intubation.

Methods

In the GADAS method, a geometric simulated model was established based on computer graphics. According to the law of deformation of the upper airway on laryngoscopy, the expected visibility of the glottis was calculated to simulate the real visibility on laryngoscopy. Validation of the new method: Approved by the Ethics Committee of Yijishan Hospital of Wannan Medical College. Adult patients who needed tracheal intubation under general anaesthesia for elective surgery were enrolled. The data of patients were input into the computer software to calculate the expected visibility of the glottis. The results of tracheal intubation were recorded by anaesthesiologists. The primary observation outcome was the screening performance of the expected visibility of the glottis for difficult tracheal intubation.

Results

The geometric model and software of the GADAS method were successfully developed and are available for use. We successfully observed 2068 patients, of whom 56 patients had difficult intubation. The area under the receiver operating characteristic curve of low expected glottis visibility for predicting difficult laryngoscopy was 0.96 (95% confidence interval [CI]: 0.95–0.96). The sensitivity and specificity were 89.3% (95% CI: 78.1-96.0%) and 94.3% (95% CI: 93.2%-95.3), respectively.

Conclusions

It is feasible to screen difficult-airway patients by applying computer techniques to simulate geometric changes in the upper airway.
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Literature
2.
go back to reference Detsky ME, Jivraj N, Adhikari NK, et al. Will this patient be difficult to intubate? The rational clinical examination systematic review. JAMA. 2019;321(5):493–503.CrossRefPubMed Detsky ME, Jivraj N, Adhikari NK, et al. Will this patient be difficult to intubate? The rational clinical examination systematic review. JAMA. 2019;321(5):493–503.CrossRefPubMed
3.
go back to reference Frerk C, Mitchell VS, McNarry AF, et al. Difficult Airway Society 2015 guidelines for management of unanticipated difficult intubation in adults. Br J Anaesth. 2015;115(6):827–48.CrossRefPubMedPubMedCentral Frerk C, Mitchell VS, McNarry AF, et al. Difficult Airway Society 2015 guidelines for management of unanticipated difficult intubation in adults. Br J Anaesth. 2015;115(6):827–48.CrossRefPubMedPubMedCentral
4.
go back to reference Cook TM, Woodall N, Frerk C. Major complications of airway management in the UK: results of the Fourth National Audit Project of the Royal College of Anaesthetists and the Difficult Airway Society. Part 1: anaesthesia. Br J Anaesth. 2011;106(5):617–31.CrossRefPubMed Cook TM, Woodall N, Frerk C. Major complications of airway management in the UK: results of the Fourth National Audit Project of the Royal College of Anaesthetists and the Difficult Airway Society. Part 1: anaesthesia. Br J Anaesth. 2011;106(5):617–31.CrossRefPubMed
5.
go back to reference Cook TM, Woodall N, Harper J, Benger J. Major complications of airway management in the UK: results of the Fourth National Audit Project of the Royal College of Anaesthetists and the Difficult Airway Society. Part 2: intensive care and emergency departments. Br J Anaesth. 2011;106(5):632–42.CrossRefPubMed Cook TM, Woodall N, Harper J, Benger J. Major complications of airway management in the UK: results of the Fourth National Audit Project of the Royal College of Anaesthetists and the Difficult Airway Society. Part 2: intensive care and emergency departments. Br J Anaesth. 2011;106(5):632–42.CrossRefPubMed
6.
go back to reference Lundstrøm LH, Vester-Andersen M, Møller AM, Charuluxananan S, L’hermite J, Wetterslev J. Poor prognostic value of the modified Mallampati score: a meta-analysis involving 177 088 patients. Br J Anaesth. 2011;107(5):659–67.CrossRefPubMed Lundstrøm LH, Vester-Andersen M, Møller AM, Charuluxananan S, L’hermite J, Wetterslev J. Poor prognostic value of the modified Mallampati score: a meta-analysis involving 177 088 patients. Br J Anaesth. 2011;107(5):659–67.CrossRefPubMed
7.
go back to reference Nørskov AK, Rosenstock CV, Wetterslev J, Astrup G, Afshari A, Lundstrøm LH. Diagnostic accuracy of anaesthesiologists’ prediction of difficult airway management in daily clinical practice: a cohort study of 188 064 patients registered in the Danish Anaesthesia database. Anaesthesia. 2015;70(3):272–81.CrossRefPubMed Nørskov AK, Rosenstock CV, Wetterslev J, Astrup G, Afshari A, Lundstrøm LH. Diagnostic accuracy of anaesthesiologists’ prediction of difficult airway management in daily clinical practice: a cohort study of 188 064 patients registered in the Danish Anaesthesia database. Anaesthesia. 2015;70(3):272–81.CrossRefPubMed
8.
go back to reference Shiga T, Wajima Z, Inoue T, Sakamoto A. Predicting difficult intubation in apparently normal patients: a meta-analysis of bedside screening test performance. Anesthesiology. 2005;103(2):429–37.CrossRefPubMed Shiga T, Wajima Z, Inoue T, Sakamoto A. Predicting difficult intubation in apparently normal patients: a meta-analysis of bedside screening test performance. Anesthesiology. 2005;103(2):429–37.CrossRefPubMed
9.
go back to reference Gomes SH, Simões AM, Nunes AM, et al. Useful ultrasonographic parameters to predict difficult laryngoscopy and difficult tracheal intubation-a systematic review and meta-analysis. Front Med (Lausanne). 2021;8:671658.CrossRefPubMed Gomes SH, Simões AM, Nunes AM, et al. Useful ultrasonographic parameters to predict difficult laryngoscopy and difficult tracheal intubation-a systematic review and meta-analysis. Front Med (Lausanne). 2021;8:671658.CrossRefPubMed
10.
go back to reference Apfelbaum JL, Hagberg CA, Connis RT, et al. 2022 American society of anesthesiologists practice guidelines for management of the difficult airway. Anesthesiology. 2022;136(1):31–81. Apfelbaum JL, Hagberg CA, Connis RT, et al. 2022 American society of anesthesiologists practice guidelines for management of the difficult airway. Anesthesiology. 2022;136(1):31–81.
11.
go back to reference Yao W, Wang B. Can tongue thickness measured by ultrasonography predict difficult tracheal intubation. Br J Anaesth. 2017;118(4):601–9.CrossRefPubMed Yao W, Wang B. Can tongue thickness measured by ultrasonography predict difficult tracheal intubation. Br J Anaesth. 2017;118(4):601–9.CrossRefPubMed
12.
go back to reference Reed MJ, Dunn MJ, McKeown DW. Can an airway assessment score predict difficulty at intubation in the emergency department. Emerg Med J. 2005;22(2):99–102.CrossRefPubMedPubMedCentral Reed MJ, Dunn MJ, McKeown DW. Can an airway assessment score predict difficulty at intubation in the emergency department. Emerg Med J. 2005;22(2):99–102.CrossRefPubMedPubMedCentral
13.
go back to reference Yao W, Zhou Y, Wang B, et al. Can mandibular condylar mobility sonography measurements predict difficult laryngoscopy. Anesth Analg. 2017;124(3):800–6.CrossRefPubMed Yao W, Zhou Y, Wang B, et al. Can mandibular condylar mobility sonography measurements predict difficult laryngoscopy. Anesth Analg. 2017;124(3):800–6.CrossRefPubMed
14.
go back to reference Demirel D, Yu A, Baer-Cooper S, Halic T, Bayrak C. Generative anatomy modeling Language (GAML). Int J Med Robot. 2017;13(4):e1813.CrossRef Demirel D, Yu A, Baer-Cooper S, Halic T, Bayrak C. Generative anatomy modeling Language (GAML). Int J Med Robot. 2017;13(4):e1813.CrossRef
15.
go back to reference Lizal F, Elcner J, Hopke PK, Jedelsky J, Jicha M. Development of a realistic human airway model. Proc Inst Mech Eng H. 2012;226(3):197–207.CrossRefPubMed Lizal F, Elcner J, Hopke PK, Jedelsky J, Jicha M. Development of a realistic human airway model. Proc Inst Mech Eng H. 2012;226(3):197–207.CrossRefPubMed
16.
go back to reference Boser SR, Park H, Perry SF, Ménache MG, Green FH. Fractal geometry of airway remodeling in human Asthma. Am J Respir Crit Care Med. 2005;172(7):817–23.CrossRefPubMed Boser SR, Park H, Perry SF, Ménache MG, Green FH. Fractal geometry of airway remodeling in human Asthma. Am J Respir Crit Care Med. 2005;172(7):817–23.CrossRefPubMed
17.
go back to reference Connor CW, Segal S. The importance of subjective facial appearance on the ability of anesthesiologists to predict difficult intubation. Anesth Analg. 2014;118(2):419–27.CrossRefPubMed Connor CW, Segal S. The importance of subjective facial appearance on the ability of anesthesiologists to predict difficult intubation. Anesth Analg. 2014;118(2):419–27.CrossRefPubMed
18.
go back to reference el-Ganzouri AR, McCarthy RJ, Tuman KJ, Tanck EN, Ivankovich AD. Preoperative airway assessment: predictive value of a multivariate risk index. Anesth Analg. 1996;82(6):1197–204.PubMed el-Ganzouri AR, McCarthy RJ, Tuman KJ, Tanck EN, Ivankovich AD. Preoperative airway assessment: predictive value of a multivariate risk index. Anesth Analg. 1996;82(6):1197–204.PubMed
19.
go back to reference Wilson ME, Spiegelhalter D, Robertson JA, Lesser P. Predicting difficult intubation. Br J Anaesth. 1988;61(2):211–6.CrossRefPubMed Wilson ME, Spiegelhalter D, Robertson JA, Lesser P. Predicting difficult intubation. Br J Anaesth. 1988;61(2):211–6.CrossRefPubMed
20.
go back to reference Petrișor C, Trancă S, Szabo R, Simon R, Prie A, Bodolea C. Clinical versus ultrasound measurements of hyomental distance ratio for the prediction of difficult airway in patients with and without morbid obesity. Diagnostics (Basel). 2020;10(3):140.CrossRefPubMed Petrișor C, Trancă S, Szabo R, Simon R, Prie A, Bodolea C. Clinical versus ultrasound measurements of hyomental distance ratio for the prediction of difficult airway in patients with and without morbid obesity. Diagnostics (Basel). 2020;10(3):140.CrossRefPubMed
21.
go back to reference Wojtczak JA. Submandibular sonography: assessment of hyomental distances and ratio, tongue size, and floor of the mouth musculature using portable sonography. J Ultrasound Med. 2012;31(4):523–8.CrossRefPubMed Wojtczak JA. Submandibular sonography: assessment of hyomental distances and ratio, tongue size, and floor of the mouth musculature using portable sonography. J Ultrasound Med. 2012;31(4):523–8.CrossRefPubMed
22.
go back to reference Cormack RS, Lehane J. Difficult tracheal intubation in obstetrics. Anaesthesia. 1984;39(11):1105–11.CrossRefPubMed Cormack RS, Lehane J. Difficult tracheal intubation in obstetrics. Anaesthesia. 1984;39(11):1105–11.CrossRefPubMed
23.
go back to reference Samsoon GL, Young JR. Difficult tracheal intubation: a retrospective study. Anaesthesia. 1987;42(5):487–90.CrossRefPubMed Samsoon GL, Young JR. Difficult tracheal intubation: a retrospective study. Anaesthesia. 1987;42(5):487–90.CrossRefPubMed
25.
go back to reference DeLong ER, DeLong DM, Clarke-Pearson DL. Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics. 1988;44(3):837–45.CrossRefPubMed DeLong ER, DeLong DM, Clarke-Pearson DL. Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics. 1988;44(3):837–45.CrossRefPubMed
26.
go back to reference Chhina AK, Jain R, Gautam PL, Garg J, Singh N, Grewal A. Formulation of a multivariate predictive model for difficult intubation: a double blinded prospective study. J Anaesthesiol Clin Pharmacol. 2018;34(1):62–7.CrossRefPubMedPubMedCentral Chhina AK, Jain R, Gautam PL, Garg J, Singh N, Grewal A. Formulation of a multivariate predictive model for difficult intubation: a double blinded prospective study. J Anaesthesiol Clin Pharmacol. 2018;34(1):62–7.CrossRefPubMedPubMedCentral
27.
go back to reference Riad W, Vaez MN, Raveendran R, et al. Neck circumference as a predictor of difficult intubation and difficult mask ventilation in morbidly obese patients: a prospective observational study. Eur J Anaesthesiol. 2016;33(4):244–9.CrossRefPubMed Riad W, Vaez MN, Raveendran R, et al. Neck circumference as a predictor of difficult intubation and difficult mask ventilation in morbidly obese patients: a prospective observational study. Eur J Anaesthesiol. 2016;33(4):244–9.CrossRefPubMed
28.
go back to reference Gonzalez H, Minville V, Delanoue K, Mazerolles M, Concina D, Fourcade O. The importance of increased neck circumference to intubation difficulties in obese patients. Anesth Analg. 2008;106(4):1132–6 table of contents.CrossRefPubMed Gonzalez H, Minville V, Delanoue K, Mazerolles M, Concina D, Fourcade O. The importance of increased neck circumference to intubation difficulties in obese patients. Anesth Analg. 2008;106(4):1132–6 table of contents.CrossRefPubMed
Metadata
Title
Development and validation of a screening method for difficult tracheal intubation based on geometric simulation and computer technology
Authors
Yue Yu
Jingjing Cao
Xinyuan Tang
Zhiyuan Dong
Jianling Xu
Bin Wang
Pingping Cheng
Mingfang Wang
Yue Wu
Weidong Yao
Xiaogan Jiang
Publication date
01-12-2023
Publisher
BioMed Central
Published in
BMC Anesthesiology / Issue 1/2023
Electronic ISSN: 1471-2253
DOI
https://doi.org/10.1186/s12871-023-02312-9

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