A prediction model for hypoxemia during routine sedation for gastrointestinal endoscopy

Clinics (Sao Paulo). 2018 Nov 14:73:e513. doi: 10.6061/clinics/2018/e513.

Abstract

Objectives: The current study was designed to assess the clinical predictors of hypoxemia and to develop a multivariable, predictive model for hypoxemia during routine gastrointestinal endoscopy.

Methods: In total, 308 patients were enrolled in the analysis. Demographic data, concurrent chronic disease information, anesthetic dose and Modified Observer's Assessment of Alertness/Sedation (MOAA/S) scores were collected and analyzed statistically.

Results: Multivariate logistic regression indicated that age (OR: 1.04; 95%CI 1.01-1.08), body mass index (BMI) (OR: 1.12; 95%CI: 1.02-1.21) and habitual snoring (OR: 3.71; 95%CI: 1.62-8.48) were independently associated with hypoxemia. A logistic regression function (LR model) was developed to predict hypoxemia considering the parameters of -7.73+0.04 age (years), +0.11 BMI, and +1.31 habitual snoring (yes or no). The area under the receiver operating characteristic (ROC) curve for the LR model was 0.76.

Conclusions: The LR model, consisting of age, BMI and habitual snoring, was a useful predictor of hypoxemia during routine sedation for gastrointestinal endoscopy.

MeSH terms

  • Conscious Sedation / adverse effects*
  • Endoscopy, Gastrointestinal / adverse effects*
  • Endoscopy, Gastrointestinal / methods
  • Female
  • Humans
  • Hypoxia / etiology*
  • Male
  • Middle Aged
  • Models, Theoretical
  • Predictive Value of Tests
  • Prospective Studies
  • ROC Curve