Observational studyBMC anesthesiology2026
Preoperative Airway ultrasonography for predicting difficult intubation: comparative performance of skin-to-epiglottis distance and bedside tests - a prospective observational study.
Observational study in BMC anesthesiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07383610 (Investigation of Ultrasonographic Predictors of Difficult Intubation and Difficult Mask Ventilation in Adult Patients), which is not on this map. Cited by 1 paper.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Investigation of Ultrasonographic Predictors of Difficult Intubation and Difficult Mask Ventilation in Adult Patients
Who cites it
1 citing paper in PubMed.
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundUnanticipated difficult airway management remains a major contributor to perioperative morbidity and mortality. Conventional bedside tests have shown limited and variable predictive accuracy, and no single test reliably identifies patients at risk. Point-of-care airway ultrasonography has emerged as a promising adjunct, but the diagnostic performance of specific sonographic parameters - particularly the skin-to-epiglottis distance (SED) - requires further evaluation.
methodsIn this prospective, single-center observational study, 400 adults (18-70 years; ASA I-III) scheduled for elective surgery under general anesthesia with orotracheal intubation were enrolled. Before induction, the attending anesthesiologist performed a standardized bedside assessment (modified Mallampati classification, upper lip bite test, and thyromental, sternomental, interincisor, and mentohyoid distances). A second anesthesiologist experienced in airway ultrasonography, blinded to the bedside findings and intraoperative outcomes, obtained sonographic measurements including SED, skin-to-thyroid cartilage and thyroid cartilage-to-epiglottis distances, pre-epiglottic space depth, tongue thickness, and hyomental distance in neutral and extended positions. The prespecified primary outcome was difficult intubation (two or more intubation attempts); difficult mask ventilation (DMV; requiring two-handed two-provider technique or airway adjuncts) was the prespecified secondary outcome. Between-group comparisons and receiver operating characteristic (ROC) curve analysis were performed, with optimal cutoffs identified by the Youden index.
resultsDifficult intubation occurred in 20 patients (5.0%) and DMV in 27 (6.8%). Among bedside tests, the upper lip bite test and modified Mallampati classification were significantly associated with difficult intubation. SED yielded the highest point-estimate discrimination (AUC 0.912; 95% CI 0.811-1.000; optimal cutoff 2.14 cm; 85% sensitivity, 91% specificity); given the limited number of events, these estimates are subject to imprecision and should be interpreted as exploratory. Predictors of DMV followed a distinct pattern, dominated by demographic, comorbid, and broader anatomical factors rather than by any single ultrasound parameter.
conclusionsPreoperative airway ultrasonography - and in particular SED - provided supplementary anatomical information beyond conventional bedside assessment for difficult intubation, whereas predictors of difficult mask ventilation followed a distinct pattern, supporting the view that these are related but non-identical airway phenotypes. Given the single-center design and the limited number of events, these findings require external validation in multicenter studies incorporating multiparametric ultrasound-and-clinical models and contemporary videolaryngoscopy-based airway management.
trial registrationThe study was retrospectively registered at ClinicalTrials.gov (NCT07383610; registered 26 January 2026) after study initiation. This timing is reported transparently and does not affect data integrity or the prespecified analyses.
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