The prognostic value of the CALLY index in sepsis: a systematic review and meta-analysis - Report - MDSpire

The prognostic value of the CALLY index in sepsis: a systematic review and meta-analysis

  • By

  • Chuangying Xie

  • Peng Sun

  • Min Zhang

  • Hong Fan

  • Zhenzhen Li

  • Xiang Tong

  • May 8, 2026

  • 0 min

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Clinical Report: Evaluating the Prognostic Significance of the CALLY Index in Sepsis

Overview

This meta-analysis evaluates the prognostic significance of the CALLY index in sepsis, revealing variable associations with mortality across different ethnic cohorts. While the overall CALLY index did not significantly differ between survivors and non-survivors, subgroup analyses indicated a correlation with survival in Chinese cohorts and mortality in Turkish cohorts.

Background

Sepsis remains a leading cause of morbidity and mortality globally, necessitating effective prognostic tools for better management. The CALLY index, which combines biomarkers of inflammation, nutrition, and immune function, has shown promise in various clinical settings. Understanding its prognostic value in sepsis is crucial for improving patient outcomes and guiding treatment strategies.

Data Highlights

MeasureValue
Pooled SMD-0.22 (95% CI: -1.18 to 0.74)
Chinese Cohorts SMD-1.04 (95% CI: -1.69 to -0.39)
Turkish Cohorts SMD1.39 (95% CI: 1.02 to 1.75)
HR for Mortality0.48 (95% CI: 0.33–0.69)
Pooled Sensitivity0.59
Pooled Specificity0.77

Key Findings

  • The CALLY index did not significantly differ between sepsis survivors and non-survivors overall.
  • In Chinese cohorts, a higher CALLY index was associated with improved survival outcomes.
  • Conversely, in Turkish cohorts, a higher CALLY index correlated with increased mortality.
  • Multivariate analysis indicated a significant association between a higher CALLY index and lower mortality risk.
  • The diagnostic accuracy of the CALLY index for predicting mortality was moderate, with a sensitivity of 0.59 and specificity of 0.77.
  • Significant heterogeneity was observed across all pooled analyses.

Clinical Implications

The CALLY index may serve as a low-cost biomarker for assessing prognosis in sepsis, particularly in specific ethnic populations. However, clinicians should be cautious due to its variable association with mortality and the need for further validation in larger, diverse cohorts.

Conclusion

While the CALLY index shows potential as a prognostic tool in sepsis, its inconsistent relationship with mortality across different populations highlights the necessity for further research to establish its clinical utility.

Related Resources & Content

  1. Yılmaz et al., Infection, 2025 -- Evaluating the Prognostic Significance of the CALLY Index in Sepsis
  2. Zhang et al., Critical Care, 2025 -- Predictive enrichment using biomarkers in studies of critically-ill patients with sepsis
  3. Surviving Sepsis Campaign Adult Guidelines, SCCM, 2026 -- Guidelines and resources
  4. Frontiers, 2024 -- Clinical predictive value of the CRP-albumin-lymphocyte index for prognosis of critically ill patients with sepsis
  5. Hernia — Evaluating the Prognostic Significance of Albumin-Based Nutritional Metrics for Intestinal Ischemia in Strangulated Abdominal Wall Hernias: Insights into the Innovative CALLY Index
  6. Infection (Springer) — Evaluating the Predictive Value of Severity Grading and Scoring Indices for Severe Outcomes in Crimean-Congo Hemorrhagic Fever: A Systematic Review and Meta-Analysis
  7. Infection — A Two-Year Retrospective Study on the Prognostic Significance of MqSOFA in Comparison to Lactate, NEWS, and qSOFA in Sepsis Patients
  8. Surviving Sepsis Campaign Adult Guidelines
  9. Clinical predictive value of the CRP-albumin-lymphocyte index
  10. Lymphopenia in sepsis: a narrative review | Critical Care | Springer Nature Link

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