The prognostic nutritional index improves risk stratification for acute pulmonary embolism

Risk stratification guides management in acute pulmonary embolism (APE), yet current models have limitations. We investigated the Prognostic Nutritional Index (PNI) as a potential biomarker to refine risk assessment. Analyzing 1,163 discovery, 208 internal-validation, and 212 external-validation APE patients, we found that a higher PNI was independently associated with lower 30-day and in-hospital mortality after multivariable adjustment. Incorporating PNI into the European Society of Cardiology (ESC) risk model improved its predictive performance for 30-day mortality. Crucially, a PNI ≤42.5 effectively stratified intermediate-risk patients, identifying subgroups with 4.7- and 6-fold higher 30-day mortality in the intermediate-low- and intermediate-high-risk categories, respectively. These findings position PNI as a simple, valuable tool for enhancing precision in APE risk stratification.

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Journal
iScience
Published
2026-01-02
DOI
https://doi.org/10.1016/j.isci.2025.114623
Primary Topic
Venous Thromboembolism Diagnosis and Management
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article
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article

The prognostic nutritional index improves risk stratification for acute pulmonary embolism

Kelei Guo, Yimin Mao, Chenglong Ma, Wei Wang et al.
iScience
Venous Thromboembolism Diagnosis and Management
article

The prognostic nutritional index improves risk stratification for acute pulmonary embolism

Kelei Guo, Yimin Mao, Chenglong Ma, Wei Wang, Bo Chen, Shenshen Huang, Shuaihui Hou, Jing ZHANG, Pengfei Gao, Shuangping Li
article en

Abstract

Risk stratification guides management in acute pulmonary embolism (APE), yet current models have limitations. We investigated the Prognostic Nutritional Index (PNI) as a potential biomarker to refine risk assessment. Analyzing 1,163 discovery, 208 internal-validation, and 212 external-validation APE patients, we found that a higher PNI was independently associated with lower 30-day and in-hospital mortality after multivariable adjustment. Incorporating PNI into the European Society of Cardiology (ESC) risk model improved its predictive performance for 30-day mortality. Crucially, a PNI ≤42.5 effectively stratified intermediate-risk patients, identifying subgroups with 4.7- and 6-fold higher 30-day mortality in the intermediate-low- and intermediate-high-risk categories, respectively. These findings position PNI as a simple, valuable tool for enhancing precision in APE risk stratification.

iScienceVol. 29(2)
First Affiliated Hospital of Henan University of Science and Technology (CN), Luoyang Orthopedic-Traumatological Hospital of Henan Province (CN)
Zero hunger
Openalex Percentile: Top 99%
Venous Thromboembolism Diagnosis and Management
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The prognostic nutritional index improves risk stratification for acute pulmonary embolism — Kelei Guo, Yimin Mao, et al. · iScience (2026) | TGRS Research Map | TGRS