A simple score to identify the sickest normotensive patients with acute pulmonary embolism

Background Emerging evidence suggests that various prognostic factors should be combined to identify normotensive patients with pulmonary embolism ( PE ) at intermediate-high risk for a short-term complicated course. We proposed and externally validated a pragmatic score to identify those patients. Methods The SIMpLe risk score contained vital S igns, IM aging testing, and L aboratory tests. For the primary outcome of 30-day all-cause mortality and the secondary outcome composed of clinical deterioration or PE-related mortality, we used three independent cohorts from sites in Europe to assess the overall performance of the score; discrimination; calibration; and prediction. Results The participants had a median ( IQR ) age of 72 (59–80) years in the PROTECT derivation cohort; 73 (66–82) years in TELOS, and 69 (59–81) years in the Ramón y Cajal external validation cohorts; 51%–58% women per cohort. The SIMpLe score had areas under the curve ( AUC ) of 0.69, 0.78, and 0.71 in the PROTECT, TELOS and Ramón y Cajal cohorts for the primary outcome, respectively. The score had good calibration. Using a threshold of a 15% probability of 30-day all-cause mortality, the risk score created a binary test with a positive predictive value of 23.5% in PROTECT, 26.7% in TELOS, and 27.0% in Ramón y Cajal. For the composite secondary outcome, the risk score created a binary test with a positive predictive value of 23.5% in PROTECT, 26.7% in TELOS, and 28.6% in Ramón y Cajal. Conclusions The SIMpLe score can be applied to identify the sickest normotensive patients with acute PE and to support shared decision-making.

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Journal
ERJ Open Research
Published
2026-02-16
DOI
https://doi.org/10.1183/23120541.01203-2025
Primary Topic
Venous Thromboembolism Diagnosis and Management
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article
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article

A simple score to identify the sickest normotensive patients with acute pulmonary embolism

Simone Vanni, Ignacio Jara, Winnifer Briceño, Ginevra Fabiani et al.
ERJ Open Research
Venous Thromboembolism Diagnosis and Management
article

A simple score to identify the sickest normotensive patients with acute pulmonary embolism

Simone Vanni, Ignacio Jara, Winnifer Briceño, Ginevra Fabiani, Edwin Yong, Laura Lago, Alfonso Muriel, Ana Castillo, Manuel Monreal, Luis Jara-Palomares, David Jiménez
article en

Abstract

Background Emerging evidence suggests that various prognostic factors should be combined to identify normotensive patients with pulmonary embolism ( PE ) at intermediate-high risk for a short-term complicated course. We proposed and externally validated a pragmatic score to identify those patients. Methods The SIMpLe risk score contained vital S igns, IM aging testing, and L aboratory tests. For the primary outcome of 30-day all-cause mortality and the secondary outcome composed of clinical deterioration or PE-related mortality, we used three independent cohorts from sites in Europe to assess the overall performance of the score; discrimination; calibration; and prediction. Results The participants had a median ( IQR ) age of 72 (59–80) years in the PROTECT derivation cohort; 73 (66–82) years in TELOS, and 69 (59–81) years in the Ramón y Cajal external validation cohorts; 51%–58% women per cohort. The SIMpLe score had areas under the curve ( AUC ) of 0.69, 0.78, and 0.71 in the PROTECT, TELOS and Ramón y Cajal cohorts for the primary outcome, respectively. The score had good calibration. Using a threshold of a 15% probability of 30-day all-cause mortality, the risk score created a binary test with a positive predictive value of 23.5% in PROTECT, 26.7% in TELOS, and 27.0% in Ramón y Cajal. For the composite secondary outcome, the risk score created a binary test with a positive predictive value of 23.5% in PROTECT, 26.7% in TELOS, and 28.6% in Ramón y Cajal. Conclusions The SIMpLe score can be applied to identify the sickest normotensive patients with acute PE and to support shared decision-making.

ERJ Open Research
Instituto Ramón y Cajal de Investigación Sanitaria (ES), Hospital Universitario Virgen del Rocío (ES), University of Florence (IT), Universidad Católica de Murcia (ES)
Gender equality
Openalex Percentile: Top 59%
Venous Thromboembolism Diagnosis and Management
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