Key result
Modified Ghanima score ≥ 2 rules out high-risk pulmonary embolism with 100% sensitivity.
Why the study?
Detailed CT thrombus burden scores in acute pulmonary embolism are often complex and time-consuming, limiting their integration into urgent radiology reports.
Does a simplified modified Ghanima score (GmScore ≥ 2) identify intermediate-high or high risk and right ventricular strain in patients with acute pulmonary embolism?
Observational (n=132)
No
Does a simplified modified Ghanima score (GmScore ≥ 2) identify intermediate-high or high risk and right ventricular strain in patients with acute pulmonary embolism?
The modified GmScore is a simple, reproducible CT-based tool that accurately identifies right ventricular strain and higher clinical risk in acute pulmonary embolism.
May support CT-based PE risk stratification; leaves open prospective validation before clinical use.
(1) Objectives: In acute pulmonary embolism (PE), detailed thrombus burden scores are often complex and time-consuming, limiting their integration into urgent radiology reports. We evaluated a simplified modified Ghanima score (GmScore and GmS) designed to provide a structured estimate of thrombus burden and assessed its clinical correlation and reproducibility. (2) Methods: In this retrospective single-center study, 132 consecutive patients with confirmed acute PE were classified according to the modified GmScore: GmS1 (segmental), GmS2 (lobar), and GmS3 (main pulmonary arteries), considering luminal obstruction ≥ 50%. European Society of Cardiology (ESC) risk category, simplified Pulmonary Embolism Severity Index (sPESI), CT right-to-left ventricular (RV/LV) ratio, echocardiographic right ventricular dysfunction, and 30-day mortality were recorded. Inter- and intraobserver agreement were assessed using weighted kappa. (3) Results: In 132 patients (mean age 64.8 ± 16.5 years; 77 men), a significant clinical gradient was observed across GmScore categories. ESC intermediate–high/high risk occurred in 0% of GmS1 and 95.6% of GmS2–3 patients (p < 0.001). The median RV/LV ratio increased progressively (0.76, 1.58, and 1.79 for GmS1–3; p < 0.001), with a strong correlation between the GmScore and RV/LV (Spearman ρ = 0.75). GmS2 and GmS3 showed no significant difference in ventricular repercussion (p = 0.938), whereas GmS1 differed markedly. Using GmS ≥ 2 to identify ESC intermediate–high/high risk yielded 100% sensitivity and negative predictive value. Interobserver agreement was excellent (κ = 0.92). Thirty-day mortality was 0% in GmS1, 2.0% in GmS2, and 14.6% in GmS3 (p = 0.005). (4) Conclusions: The modified GmScore is a simple, reproducible CT-based descriptor that aligns closely with right ventricular repercussion and ESC risk stratification.
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Lorenzo et al. (2026) conducted an observational in Acute pulmonary embolism (n=132). Modified Ghanima score (GmScore) ≥ 2 vs. GmScore 1 was evaluated on ESC intermediate-high/high risk (p=<0.001). A modified Ghanima score ≥ 2 on CT pulmonary angiography identified ESC intermediate-high or high risk acute pulmonary embolism with 100% sensitivity and 100% negative predictive value.
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