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Model for end-stage liver disease and pneumonia: An improved scoring model for critically ill cirrhotic patients with pneumonia
- Source :
- The Turkish Journal of Gastroenterology. 30:532-540
- Publication Year :
- 2019
- Publisher :
- AVES Publishing Co., 2019.
-
Abstract
- Background/aims Critically ill patients with cirrhosis with pneumonia are at an increased risk for mortality. Only a few accurate predictive models are existing specific to these patients. The aim of the present study was to compare the existing prognostic models and to develop an improved mortality risk model for patients with cirrhosis and pneumonia. Materials and methods A total of 231 patients were enrolled in our study (70% training and 30% validation cohorts). All participants were followed up for at least 21 days. Model for End-stage Liver Disease and Pneumonia (MELD-P) was derived by the Cox proportional hazards model. The performances of prognostic scoring systems were compared by calculation of the area under the receiver operating characteristic (AUROC) curve. Results MELD-P showed better discriminative capabilities than existing scoring systems. Four clinical variables, including loge bilirubin (hazard ratio (HR) 1.29, 95% confidence interval (CI) 1.01-1.73), loge international normalized ratio (HR 3.57, 95% CI 1.30-9.78), loge pulse oxygen saturation/fraction of inspired oxygen (HR 0.38, 95% CI 0.14-0.99), and vasopressors used (HR 3.72, 95% CI 1.85-7.49), were considered as independent prognostic values associated with 21-day mortality. MELD-P had AUROC curve values of 0.78 (95% CI 0.71-0.84) in predicting in-hospital mortality, 0.78 (95% CI 0.70-0.84) at 21-day, 0.88 (95% CI 0.82-0.93) at 14-day, and 0.87 (95% CI 0.81-0.92) at 7-day. A similar result was obtained in validation cohort. Conclusion MELD-P, as the first model specifically designed to evaluate the risk of mortality in critically ill patients with cirrhosis and pneumonia, performs well on the mortality assessment of short-term mortality.
- Subjects :
- Adult
Liver Cirrhosis
Male
medicine.medical_specialty
Critical Illness
Kaplan-Meier Estimate
Risk Assessment
Severity of Illness Index
End Stage Liver Disease
Model for End-Stage Liver Disease
Risk Factors
Internal medicine
Fraction of inspired oxygen
medicine
Risk of mortality
Humans
Hospital Mortality
International Normalized Ratio
Aged
Proportional Hazards Models
Retrospective Studies
Proportional hazards model
business.industry
Hazard ratio
Gastroenterology
Retrospective cohort study
Pneumonia
Middle Aged
Prognosis
medicine.disease
Confidence interval
ROC Curve
Area Under Curve
Original Article
Female
business
Subjects
Details
- ISSN :
- 21485607 and 13004948
- Volume :
- 30
- Database :
- OpenAIRE
- Journal :
- The Turkish Journal of Gastroenterology
- Accession number :
- edsair.doi.dedup.....50bdb74763e63915ab93fc11b051eb75
- Full Text :
- https://doi.org/10.5152/tjg.2019.18421