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Establishment and Evaluation of a Risk Prediction Model for Pathological Escalation of Gastric Low-Grade Intraepithelial Neoplasia
Published on: February 16, 2024
Predicting mortality in patients with bleeding peptic ulcers after therapeutic endoscopy
Philip W Y Chiu1, Enders K W Ng, Frances K Y Cheung
1Department of Surgery, Institute of Digestive Disease, Prince of Wales Hospital, Chinese University of Hong Kong, Hong Kong. philipchiu@surgery.cuhk.edu.hk
Predicting mortality in bleeding peptic ulcers is crucial. Advanced age, comorbidities, shock, and rebleeding are key indicators, enabling better patient management and improved outcomes.
Area of Science:
- Gastroenterology
- Internal Medicine
- Clinical Research
Background:
- Bleeding peptic ulcers remain a significant cause of mortality, with rates around 10% despite advances in management.
- Identifying factors that predict mortality is essential for improving patient outcomes.
Purpose of the Study:
- To identify predictive factors for mortality in patients with bleeding peptic ulcers.
- To develop and validate a prediction model for in-hospital mortality in this patient group.
Main Methods:
- A cohort of 3220 patients with bleeding peptic ulcers was analyzed.
- Multiple stepwise logistic regression was used to identify risk factors for mortality.
- A prediction model was developed and validated in a prospective cohort.
Main Results:
- In-hospital mortality was 7.1% in the initial cohort.
- Significant predictors of mortality included advanced age (>70 years), comorbidity, hematemesis, low systolic blood pressure, in-hospital bleeding, rebleeding, and need for surgery.
- The developed model demonstrated good predictive accuracy (AUC 0.842 in derivation, 0.729 in validation).
Conclusions:
- Advanced age, comorbidities, hypovolemic shock, in-hospital bleeding, rebleeding, and need for surgery are strong predictors of in-hospital mortality.
- The developed prediction model can aid in risk stratification and management of patients with bleeding peptic ulcers.
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