# Beyond traditional—the sick cirrhosis patient scores integrating cytokine and immune profiling for precision prognosis in hospitalized cirrhosis patients may help predict infection, ICU admission and long-term death post hospitalization

**Authors:** Cyriac Abby Philips, Tharun Tom Oommen, Arif Hussain Theruvath, Aryalakshmi Sreemohan, Ambily Baby, Ansu Abu Alex, Sunitha Thomas, Sunitha Mary John, Rizwan Ahamed, Ajit Tharakan, Philip Augustine

PMC · DOI: 10.3389/fmed.2026.1736956 · Frontiers in Medicine · 2026-01-21

## TL;DR

The study explores how immune and inflammatory markers can improve the prediction of outcomes in hospitalized cirrhosis patients.

## Contribution

The study introduces new scoring systems integrating cytokine and immune profiles for predicting adverse outcomes in cirrhosis patients.

## Key findings

- Systemic inflammation markers like IL-6 and procalcitonin predict infection and ICU admission.
- Low nucleated cell count and low EGF indicate poor long-term survival in cirrhosis patients.
- New 'Sick Cirrhosis Patient Scores' show promise but need external validation.

## Abstract

Inflammatory biomarkers and immune cell function may provide prognostic value beyond traditional severity scores in hospitalized cirrhosis patients. We aimed to characterize inflammatory and immune profiles to determine their predictive value for ICU admission, infection, and long-term mortality, and to develop novel scoring systems.

This retrospective observational cohort study enrolled 78 hospitalized cirrhosis patients. Comprehensive inflammatory profiling included 12 cytokines (multiplex immunoassay), flow cytometry immune markers, and acute phase reactants (e.g., procalcitonin). Outcome measures included ICU admission, infection, and death within 12–24 months. Multivariable logistic regression was used to identify independent predictors and develop three outcome-specific scoring systems.

The cohort had a mean MELD3 of 25.14; 38.5% required ICU admission, and 12–24-month mortality was 43.6%. Independent predictors for infection were procalcitonin (≥0.40 ng/mL), IL-6 (≥84 pg./mL), and creatinine (≥1.35 mg/dL) (AUC 0.74). ICU admission was predicted by hepatic encephalopathy, variceal bleeding, procalcitonin (≥0.40 ng/mL), and IL-6 (≥53.69 pg./mL) (AUC 0.82). Long-term mortality was predicted by ICU admission, hemoglobin (≤11.5 g/dL), EGF (≤2.9 pg./mL), and absolute nucleated cell count (≤3,600/μL) (AUC 0.821).

Biomarkers reflecting systemic inflammation (IL-6, procalcitonin), immune paresis (low nucleated cell count), and failed regenerative capacity (low EGF) strongly predicted adverse outcomes. Integrating these markers into the proposed ‘Sick Cirrhosis Patient Scores’ may improve risk stratification, but these models require rigorous external validation.

## Linked entities

- **Proteins:** IL6 (interleukin 6), EGF (epidermal growth factor)
- **Diseases:** cirrhosis (MONDO:0005155)

## Full-text entities

- **Genes:** IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, EGF (epidermal growth factor) [NCBI Gene 1950] {aka HOMG4, URG}
- **Diseases:** Sick Cirrhosis (MESH:D005355), infection (MESH:D007239), hepatic encephalopathy (MESH:D006501), paresis (MESH:D010291), variceal bleeding (MESH:D014648), Inflammatory (MESH:D007249), death (MESH:D003643)
- **Chemicals:** creatinine (MESH:D003404)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

4 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12868132/full.md

## References

27 references — full list in the complete paper: https://tomesphere.com/paper/PMC12868132/full.md

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Source: https://tomesphere.com/paper/PMC12868132