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Fibrosis-4 index and mortality in coronavirus disease 2019: a meta-analysis
Raymond Pranata1, Emir Yonas2, Ian Huang3
1Faculty of Medicine, Universitas Pelita Harapan, Tangerang.
Insights
The fibrosis-4 index (FIB-4) is a valuable predictor of mortality in COVID-19 patients. A high FIB-4 score indicates a significantly increased risk of death, aiding in patient risk stratification.
Area of Science:
- Medical research
- Prognostic biomarkers
- Infectious disease epidemiology
Background:
- The COVID-19 pandemic has highlighted the need for effective prognostic tools.
- The fibrosis-4 index (FIB-4) is a non-invasive marker used to assess liver fibrosis.
- Its potential prognostic value in COVID-19 patients requires thorough evaluation.
Purpose of the Study:
- To systematically evaluate the prognostic significance of the fibrosis-4 index (FIB-4) in predicting mortality among COVID-19 patients.
- To synthesize evidence from multiple studies through meta-analysis.
Main Methods:
- A comprehensive literature search was conducted across PubMed, Embase, and Scopus databases.
- FIB-4 was calculated using the formula: [age (years) × AST (IU/L)]/[platelet count (10^9/L) × √ALT (U/L)].
- Meta-analysis was performed to determine the association between high FIB-4 and mortality, calculating odds ratios (OR), sensitivity, specificity, and AUC.
Main Results:
- This meta-analysis included 963 patients from five studies.
- High FIB-4 was significantly associated with increased COVID-19 mortality (OR 3.96; 95% CI: 2.16–7.27).
- The diagnostic performance included a sensitivity of 0.56, specificity of 0.80, and AUC of 0.77, indicating moderate predictive capability.
Conclusions:
- The fibrosis-4 index (FIB-4) is a significant independent predictor of mortality in COVID-19 patients.
- Elevated FIB-4 levels can help identify patients at higher risk of adverse outcomes.
- FIB-4 serves as a useful prognostic biomarker in the management of COVID-19.
Background/Aims:
In this meta-analysis, we aimed to evaluate the prognostic value of fibrosis-4 index (FIB-4) in COVID-19.
Methods:
We performed a comprehensive literature search of PubMed, Embase, and Scopus databases on 26 November 2020. FIB-4 was calculated by [age (years) × AST (IU/L)]/[platelet count (109/L) × √ALT (U/L)]. A value above cutoff point was considered high and a value below cutoff point was considered low. The main outcome was mortality, the association between high FIB-4 and mortality was reported in odds ratio (OR). Sensitivity, specificity, positive likelihood ratio (PLR), negative likelihood ratio (NLR), diagnostic OR (DOR), area under the curve (AUC) were generated.
Results:
There were 963 patients from five studies included in this systematic review and meta-analysis. Meta-analysis showed that high FIB-4 was associated with increased mortality [OR 3.96 (2.16-7.27), P < 0.001; I2: 41.3%]. High FIB-4 was associated mortality with a sensitivity of 0.56 (0.40-0.70), specificity of 0.80 (0.72-0.86), PLR 2.8 (1.8-4.2), NLR 0.55 (0.39-0.78), DOR 5 (2-10), and AUC of 0.77 (0.73-0.81). Fagan's nomogram indicated that for a pre-test probability (mortality) of 30%, a high FIB-4 was associated with 54% post-test probability and a low FIB-4 was associated with 19%, respectively. The funnel-plot analysis was asymmetrical, trim-and-fill analysis by imputation of a study on the left side using linear estimator resulted in an OR of 3.48 (1.97-6.14). Egger's test showed no indication of small-study effects (P = 0.881).
Conclusion:
High FIB-4 was associated with mortality in patients with COVID-19.
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