Xia Ming, Cao Shuang, Zhou Ren, Wang Jia-Yi, Xu Tian-Yi, Zhou Zhi-Kai, Qian Yan-Min, Jiang Hong
Department of Anaesthesiology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
X-LANCE Lab, Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China.
Ann Transl Med. 2021 Sep;9(18):1466. doi: 10.21037/atm-21-4359.
The evaluation of the difficult intubation is an important process before anaesthesia. The unanticipated difficult intubation is associated with morbidity and mortality. This study aimed to determine whether acoustic features are valuable as an alternative method to predict difficult laryngoscopy (DL) in patients scheduled to undergo orthognathic surgery.
This study included 225 adult patients who were undergoing elective orthognathic surgery under general anaesthesia with tracheal intubation. Preoperatively, clinical airway evaluation was performed, and the acoustic data were collected. Twelve phonemes {[a], [o], [e], [i], [u], [ü], [ci], [qi], [chi], [le], [ke], and [en]} were recorded, and their formants (f1-f4) and bandwidths (bw1-bw4) were extracted. Difficult laryngoscopy was defined as direct laryngoscopy with a Cormack-Lehane grade of 3 or 4. Univariate and multivariate logistic regression analyses were used to examine the associations between acoustic features and DL.
Difficult laryngoscopy was reported in 59/225 (26.2%) patients. The area under the curve (AUC) of the backward stepwise model including en_f2 [odds ratio (OR), 0.996; 95% confidence interval (CI), 0.994-0.999; P=0.006], ci_bw4 (OR, 0.997; 95% CI, 0.993-1.000; P=0.057), qi_bw4 (OR, 0.996; 95% CI, 0.993-0.999; P=0.017), le_f3 (OR, 0.998; 95% CI, 0.996-1.000; P=0.079), o_bw4 (OR, 1.001; 95% CI, 1.000-1.003; P=0.014), chi_f4 (OR, 1.003; 95% CI, 1.000-1.005; P=0.041), a_bw4 (OR, 0.999; 95% CI, 0.998-1.000; P=0.078) attained a value of 0.761 in the training set, but a value of 0.709 in the testing set. The sensitivity and specificity of the model in the testing set are 86.7% and 63.0%, respectively.
Acoustic features may be considered as useful predictors of DL during orthognathic surgery.
困难气道评估是麻醉前的重要环节。意外的困难气道与发病率和死亡率相关。本研究旨在确定声学特征作为预测正颌手术患者困难喉镜检查(DL)的替代方法是否有价值。
本研究纳入225例接受全身麻醉气管插管下择期正颌手术的成年患者。术前进行临床气道评估并收集声学数据。记录12个音素{[a]、[o]、[e]、[i]、[u]、[ü]、[ci]、[qi]、[chi]、[le]、[ke]和[en]},并提取其共振峰(f1 - f4)和带宽(bw1 - bw4)。困难喉镜检查定义为直接喉镜检查Cormack - Lehane分级为3或4级。采用单因素和多因素逻辑回归分析来检验声学特征与DL之间的关联。
225例患者中有59例(26.2%)报告为困难喉镜检查。在训练集中,包含en_f2[比值比(OR),0.996;95%置信区间(CI),0.994 - 0.999;P = 0.006]、ci_bw4(OR,0.997;95% CI,0.993 - 1.000;P = 0.057)、qi_bw4(OR,0.996;95% CI,0.993 - 0.999;P = 0.017)、le_f3(OR,0.998;95% CI,0.996 - 1.000;P = 0.079)、o_bw4(OR,1.001;95% CI,1.000 - 1.003;P = 0.014)、chi_f4(OR,1.003;95% CI,1.000 - 1.005;P = 0.041)、a_bw4(OR,0.999;95% CI,0.998 - 1.000;P = 0.078)的向后逐步模型的曲线下面积(AUC)在训练集中为0.761,但在测试集中为0.709。该模型在测试集中的敏感性和特异性分别为86.7%和63.0%。
声学特征可被视为正颌手术中DL的有用预测指标。