# Predictive Value of Platelet-Based Indexes for Mortality in Sepsis

**Authors:** Alice Nicoleta Drăgoescu, Adina Turcu-Stiolica, Marian Valentin Zorilă, Bogdan Silviu Ungureanu, Petru Octavian Drăgoescu, Andreea Doriana Stănculescu

PMC · DOI: 10.3390/biomedicines14010211 · Biomedicines · 2026-01-19

## TL;DR

This study shows that the C-reactive protein-to-platelet ratio (CPR) is a strong predictor of death in sepsis patients, outperforming other platelet-based indicators.

## Contribution

The CPR index is identified as a novel, easily measurable, and independent predictor of mortality in sepsis.

## Key findings

- Non-survivors had higher CPR values and CRP levels, and lower platelet and lymphocyte counts.
- CPR had the best predictive accuracy (AUC 0.757) and remained an independent predictor of death.
- PLR and PWR did not show independent predictive value in multivariate models.

## Abstract

Background: Even though there have been improvements in antimicrobial and supportive therapies, sepsis and septic shock are still major causes of death in intensive care units. Early prognostic stratification is very important for helping doctors make decisions. Platelet-derived indices may provide useful, low-cost indicators that signify both inflammatory activation and coagulation irregularities. This study looked at how well different platelet-based ratios could predict death in the hospital from sepsis. Materials and Methods: We performed a prospective observational study spanning one year in a tertiary ICU, enrolling 114 adult patients diagnosed with sepsis or septic shock. Upon admission, four platelet-related biomarkers were measured: the C-reactive protein-to-platelet ratio (CPR), the platelet-to-lymphocyte ratio (PLR), the platelet-to-white blood cell ratio (PWR), and the platelet-to-creatinine ratio (PCR). Logistic regression models and receiver operating characteristic (ROC) analyses were employed to assess predictive accuracy. Results: Compared to survivors, non-survivors (n = 39) had much higher CRP levels and CPR values, alongside lower platelet and lymphocyte counts. The CPR index showed the best ability in differentiating between non-survivors and survivors (AUC 0.757), with a best cutoff of 0.886. In simplified multivariate models, CPR was still an independent predictor of death in the hospital (OR 1.98; 95% CI 1.22–3.21), whereas PLR and PWR were not. PCR showed a non-significant trend toward lower values in not survivors. Conclusions: CPR is a strong and clinically viable predictor of early mortality in sepsis, outperforming other platelet-based indices. Derived from routine laboratory parameters, CPR serves as a valuable adjunct for initial risk stratification in the ICU. To further confirm its prognostic role and incorporation into current scoring systems, large-scale multicenter studies with longitudinal measurements are warranted to validate its prognostic utility and integration into existing scoring systems.

## Full-text entities

- **Genes:** CRP (C-reactive protein) [NCBI Gene 1401] {aka PTX1}
- **Diseases:** coagulation irregularities (MESH:D001778), Sepsis (MESH:D018805), death (MESH:D003643), septic shock (MESH:D012772), inflammatory (MESH:D007249)
- **Chemicals:** creatinine (MESH:D003404)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

48 references — full list in the complete paper: https://tomesphere.com/paper/PMC12839393/full.md

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Source: https://tomesphere.com/paper/PMC12839393