CALLY Index and Stroke Outcomes: 477 Patient Retrospective Study

477 patients with acute ischemic stroke were enrolled to explore associations between the C-reactive protein-albumin-lymphocyte (CALLY) index and clinical outcomes after mechanical thrombectomy. The study, authored by Jin Li and shared on figshare, found the CALLY index was associated with reduced risks of hemorrhagic transformation, malignant cerebral edema, and 90-day unfavorable outcomes. Multivariable logistic analysis and mediation analysis were performed, with results last updated in April 2026.

Use Cases

• Predicting hemorrhagic transformation risk based on the CALLY index value.
• Modeling the association between the CALLY index and 90-day unfavorable functional outcomes.
• Investigating the mediating roles of hemorrhagic transformation and malignant cerebral edema on stroke outcomes.
• Analyzing non-linear relationships between a composite biomarker index and clinical events.

Strengths

• Includes data from 477 patients, providing a specific cohort size.
• Reports specific outcome rates: 29.8% for hemorrhagic transformation, 22.9% for malignant cerebral edema, 54.5% for unfavorable outcome, and 25.6% for all-cause mortality.
• Provides detailed statistical results, including odds ratios and confidence intervals from multivariable logistic analysis.

Limitations

• Row count and column-level documentation are unknown, limiting suitability assessment.
• The dataset is very small at 77.0 KB, indicating limited scope.
• Data is from a single retrospective study, which may reflect inherent selection biases.

Provenance

Source

figshare, author Jin Li.

Collection Method

Retrospective clinical study.

Freshness

Last updated 2026-04-28 05:27:49.