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February 19, 2026ERJ Open Research0 citationsOpen Access

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

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WBWinnifer BriceñoACAna CastilloIJIgnacio Jara

Key Result

The SIMpLe score identified sickest normotensive acute PE patients with AUCs of 0.69-0.78 and positive predictive values ~24%-28% for 30-day mortality and clinical deterioration.

Key Points

  • To develop and validate a pragmatic risk score for identifying normotensive patients with acute pulmonary embolism at high risk for complications.
  • Developed the SIMpLe risk score based on vital signs, imaging, and laboratory tests.
  • Used three independent cohorts from European sites for validation.
  • Assessed primary outcome of 30-day all-cause mortality and secondary outcomes of clinical deterioration or PE-related mortality.
  • The SIMpLe score achieved AUCs of 0.69, 0.78, and 0.71 across three cohorts for 30-day mortality.
  • The score exhibited good calibration and predictive capability.
  • Positive predictive values for 30-day all-cause mortality were 23.5%, 26.7%, and 27.0% in the three cohorts.

Structured PICO

Does the SIMpLe risk score accurately identify normotensive patients with acute pulmonary embolism at high risk for 30-day mortality?

P
Population
Normotensive patients with acute pulmonary embolism (PE). Median age ranged from 69 to 73 years across cohorts, with 51%-58% women.
I
Intervention
SIMpLe risk score (incorporating vital Signs, IMaging testing, and Laboratory tests)
O
Outcome
30-day all-cause mortalityhard clinical

The SIMpLe risk score is a validated, pragmatic tool that effectively identifies normotensive patients with acute pulmonary embolism who are at high risk for short-term mortality and clinical deterioration.

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.

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Cite This Study

Briceño et al. (2026) studied this question. The SIMpLe score identified sickest normotensive acute PE patients with AUCs of 0.69-0.78 and positive predictive values ~24%-28% for 30-day mortality and clinical deterioration.

synapsesocial.com/papers/6996a7b5ecb39a600b3eda88https://doi.org/10.1183/23120541.01203-2025
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