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

To clarify the relationship between the CALLY index and prognosis in septic patients through a comprehensive meta-analysis.

Key Findings:
  • The CALLY index did not significantly differ between survivors and non-survivors overall (pooled SMD = -0.22, 95% CI: -1.18 to 0.74).
  • Higher CALLY index correlated with survival in Chinese cohorts (SMD = -1.04, 95% CI: -1.69 to -0.39) but with mortality in the Turkish cohort (SMD = 1.39, 95% CI: 1.02 to 1.75).
  • Multivariate analysis indicated a significant association between a higher CALLY index and lower mortality risk (HR = 0.48, 95% CI: 0.33–0.69).
  • The diagnostic accuracy of the CALLY index for predicting mortality was moderate (sensitivity = 0.59, specificity = 0.77).
  • Significant heterogeneity was observed across all pooled analyses.
Interpretation:

The CALLY index shows potential as a low-cost biomarker for sepsis, but its variable association with mortality across different ethnic groups necessitates further validation in diverse populations.

Limitations:
  • Inconsistent findings across studies may limit generalizability.
  • Heterogeneity in study populations and methodologies could affect results.
  • Limited number of studies included in the meta-analysis.
  • Potential publication bias may influence the results.
Conclusion:

The CALLY index may serve as a useful prognostic tool in sepsis, but further large-scale, multinational studies are needed to confirm its efficacy and explore its applicability across different populations.

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