The Effect of CALLY Index and HALP Score on Mortality in Patients with COVID-19

Clinical Laboratory
|October 13, 2025
PubMed

Insights

The C-reactive protein (CRP)-albumin-lymphocyte (CALLY) index and hemoglobin, albumin, lymphocyte, platelet (HALP) score can indicate mortality risk in COVID-19 patients. Lower CALLY index and HALP scores were associated with higher mortality rates in hospitalized patients.

Area of Science:

  • Biomedical research
  • Clinical diagnostics
  • Infectious disease epidemiology

Background:

  • The novel coronavirus disease (COVID-19) outbreak poses a significant global public health threat.
  • Identifying reliable mortality markers for COVID-19 patients is crucial for risk stratification and management.

Purpose of the Study:

  • To evaluate the C-reactive protein (CRP)-albumin-lymphocyte (CALLY) index and the hemoglobin, albumin, lymphocyte, platelet (HALP) score as potential predictors of mortality in COVID-19 patients.

Main Methods:

  • A cohort study included 5,321 COVID-19 patients hospitalized between March 2020 and March 2022.
  • The CALLY index and HALP score were calculated from blood samples at admission.
  • Mortality status was recorded, and the association with CALLY index and HALP score was analyzed.

Main Results:

  • Mortality was observed in 5.7% (306/5,321) of the study cohort.
  • Significantly lower median CALLY index (0.30 vs. 0.85) and HALP scores (1.42 vs. 2.00) were found in non-survivors compared to survivors (p < 0.001).
  • The CALLY index showed an Area Under the Curve (AUC) of 0.676 for predicting mortality.

Conclusions:

  • The CALLY index and HALP score are practical and effective indicators for assessing mortality risk in patients with COVID-19.
  • These readily applicable parameters can aid clinicians in identifying high-risk individuals for timely intervention.
Abstract

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