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LINAS-Score: prognostic model for mortality assessment in patients with cirrhotic liver and infected ascites
Silvia Würstle1,2, Tillman Schneider1, Siranush Karapetyan3,4
1TUM School of Medicine and Health, Department of Clinical Medicine - Clinical Department for Internal Medicine II, University Medical Center, Technical University of Munich, Munich, Germany.
Insights
A new mortality prediction score for infected ascites (IA) in liver cirrhosis patients has been developed. This score, incorporating microbiological factors, aids in assessing patient outcomes and mortality risk.
Area of Science:
- Hepatology
- Infectious Diseases
- Clinical Prognostics
Background:
- Infected ascites (IA) poses a significant mortality risk for liver cirrhosis patients.
- A validated prognostic model for IA is lacking in clinical practice.
Purpose of the Study:
- To assess and predict mortality risk in liver cirrhosis patients with infected ascites.
- To develop a practical prognostic model for IA.
Main Methods:
- Retrospective study of 534 liver cirrhosis patients with IA (SBP, BA, SP) and 122 controls.
- Analysis of clinical, laboratory, and microbiological parameters using univariable and random forest models.
- Development of a mortality prediction score using Lasso regression.
Main Results:
- In-hospital mortality varied by IA type: SP (39.0%), SBP (26.0%), BA (25.0%).
- Microbiological parameters (e.g., Candida spp.) were key mortality predictors.
- The Lasso model demonstrated strong discriminatory power (AUC=0.89) with a 15-parameter score.
Conclusions:
- A novel, easy-to-use mortality prediction score for IA was developed.
- The score integrates illness severity and microbiological data for improved outcome assessment.
Background And Aim:
Patients with liver cirrhosis often face a grave threat from infected ascites (IA). However, a well-established prognostic model for this complication has not been established in routine clinical practice. Therefore, we aimed to assess mortality risk in patients with liver cirrhosis and IA.
Methods:
We conducted a retrospective study across three tertiary hospitals, enrolling 534 adult patients with cirrhotic liver and IA, comprising 465 with spontaneous bacterial peritonitis (SBP), 34 with bacterascites (BA), and 35 with secondary peritonitis (SP). To determine the attributable mortality risk linked to IA, these patients were matched with 122 patients with hydropic decompensated liver cirrhosis but without IA. Clinical, laboratory, and microbiological parameters were assessed for their relation to mortality using univariable analyses and a multivariable random forest model (RFM). Least absolute shrinkage and selection operator (Lasso) regression model was used to establish an easy-to-use mortality prediction score.
Results:
The in-hospital mortality risk was highest for SP (39.0%), followed by SBP (26.0%) and BA (25.0%). Besides illness severity markers, microbiological parameters, such as Candida spp., were identified as the most significant indicators for mortality. The Lasso model determined 15 parameters with corresponding scores, yielding good discriminatory power (area under the receiver operating characteristics curve = 0.89). Counting from 0 to 83, scores of 20, 40, 60, and 80 corresponded to in-hospital mortalities of 3.3%, 30.8%, 85.2%, and 98.7%, respectively.
Conclusion:
We developed a promising mortality prediction score for IA, highlighting the importance of microbiological parameters in conjunction with illness severity for assessing patient outcomes.
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