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Completed

NCT Number: NCT07638917

BBCMADE Nomogram Validation for High-Risk Gastric Content in Sedative Endoscopy

This prospective observational study aims to validate the BBCMADE nomogram (Body Mass Index, Brain infarction, Cirrhosis, Male sex, Age, Diabetes, Esophageal reflux) for predicting high-risk gastric content in patients undergoing elective sedative gastrointestinal endoscopy in a Turkish population. Nomogram-predicted risk scores will be compared against the gold standard - endoscopically measured gastric volume and content. High-risk gastric content is defined as gastric volume ≥25 mL, pH <2.5, or presence of solid content. The nomogram is a non-invasive, web-based, easily applicable screening tool that requires no additional training or equipment, and may contribute to safer anesthesia management by identifying high-risk patients prior to the procedure.

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Key information

Age range

18 year and older

Sex eligibility

All sexes

Study type

Observational

Primary location

Bursa Yüksek İhtisas Training and Research Hospital, Bursa, Türkiye

Bursa, Turkey (Türkiye)

About this study

Pulmonary aspiration of gastric contents accounts for 10-30% of anesthesia-related deaths. Standard fasting guidelines do not guarantee adequate gastric emptying in all patients. The BBCMADE nomogram, developed and validated by Yan et al. (2024) in a Chinese population, demonstrated high discriminatory power for predicting high-risk gastric residual content in outpatients undergoing sedative GI endoscopy. This study will prospectively evaluate its validity in a Turkish population (n=533).

The seven predictor variables (BMI, history of cerebral infarction, cirrhosis, male sex, age, diabetes, gastroesophageal reflux) will be recorded preoperatively and entered into the web-based nomogram interface. Endoscopic gastric volume measurement will serve as the gold standard. Discriminatory performance will be assessed by AUROC. Secondary analyses will include sensitivity, specificity, PPV, NPV, and subgroup analyses.

Sample size: 533 patients (prevalence ~13%, α=0.05, power=95%, 15% dropout allowance; calculated using G*Power 3).

Who can participate

Healthy volunteers accepted: No

Only the study team can determine whether someone qualifies for participation.

Inclusion criteria

  • Age 18 years or older
  • ASA physical status I-III
  • Scheduled for elective gastrointestinal endoscopy under sedoanalgesia
  • Deemed suitable for out-of-OR anesthesia by the anesthesiology outpatient clinic
  • Provision of written informed consent

Exclusion criteria

  • Age under 18 years
  • Pregnancy or suspected pregnancy
  • ASA physical status IV or higher
  • Emergency procedures
  • Unable or unwilling to provide informed consent
  • History of upper airway obstructive pathology or difficult airway
  • Not eligible for out-of-OR anesthesia
  • Known hypersensitivity to anesthetic agents

Treatment and study plan

BBCMADE Nomogram

Diagnostic Test

The BBCMADE nomogram (Body Mass Index, Brain infarction, Cirrhosis, Male sex, Age, Diabetes, Esophageal reflux) is applied to predict high-risk gastric content prior to elective sedative gastrointestinal endoscopy. Nomogram scores are compared against the gold standard endoscopic measurement of gastric volume and pH to prospectively validate the model in a Turkish population.

Endoscopic Gastric Volume and pH Measurement

Diagnostic Test

Gold-standard assessment of gastric contents is performed during endoscopy. Gastric volume ≥25 mL, pH <2.5, or the presence of solid content is defined as high risk for pulmonary aspiration.

Primary outcomes

  1. Discriminatory Performance of the BBCMADE Nomogram

    Time frame: At time of procedure

    Area under the receiver operating characteristic curve (AUROC) of the BBCMADE nomogram for predicting high-risk gastric content, defined as gastric volume ≥25 mL, pH <2.5, or presence of solid content, as confirmed by endoscopic measurement.

Sponsors and collaborators

Lead sponsor

Fusun Gozen

Other Gov

Registry information

Official study title

Prospective Validation of the BBCMADE Nomogram for Predicting High-Risk Gastric Content in Patients Undergoing Elective Sedative Gastrointestinal Endoscopy

Acronym: BBCMADE

Important dates

Study start
2025
Primary completion
2026
Study completion
2026
First posted
Jun 10, 2026
Registry last updated
Jun 10, 2026

OpenTrials presents study information sourced from ClinicalTrials.gov. The official registry record should be consulted for the latest information.

View the official ClinicalTrials.gov record (opens in a new tab)

This listing is for discovery and informational purposes only. It is not medical advice, does not guarantee that a study is recruiting, and does not determine eligibility. Contact the study team and a qualified healthcare professional when considering participation.

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