Cardiovascular

Neutrophil-to-lymphocyte ratio is associated with 30-day mortality in acute pulmonary embolism across European Society of Cardiology risk categories.

TL;DR

Elevated neutrophil-to-lymphocyte ratio (NLR ≥7) is independently associated with increased 30-day all-cause mortality in patients with acute pulmonary embolism classified as ESC low or intermediate risk, and its addition to ESC-based risk models improves mortality discrimination.

Key Findings

30-day all-cause mortality occurred in 6.6% of the overall study population of 1525 patients with acute PE.

  • Retrospective cohort study of adults with acute PE diagnosed by computed tomography pulmonary angiography within an integrated health system from January 2019 to January 2025.
  • Total cohort: 1525 patients.
  • 46.4% were ESC low risk, 51.7% intermediate risk, and 1.9% high risk.
  • NLR was calculated from admission complete blood counts and categorized as elevated using a prespecified cutoff of ≥7.

Elevated NLR was associated with markedly higher 30-day mortality in ESC low-risk patients (10.4% vs 1.2%).

  • Among ESC low-risk patients, 30-day mortality was 10.4% in those with elevated NLR compared to 1.2% in those without elevated NLR.
  • Elevated NLR was independently associated with increased mortality in ESC low-risk patients with an odds ratio of 5.68 (95% CI, 2.09–15.44).
  • Multivariable logistic regression adjusted for age, sex, cancer status, and congestive heart failure.

Elevated NLR was associated with markedly higher 30-day mortality in ESC intermediate-risk patients (16.2% vs 3.6%).

  • Among ESC intermediate-risk patients, 30-day mortality was 16.2% in those with elevated NLR compared to 3.6% in those without elevated NLR.
  • Elevated NLR was independently associated with increased mortality in ESC intermediate-risk patients with an odds ratio of 4.60 (95% CI, 2.57–8.24).
  • Multivariable logistic regression adjusted for age, sex, cancer status, and congestive heart failure.

Addition of NLR to the ESC-based risk model significantly improved discrimination for 30-day mortality.

  • C-statistic improved from 0.812 to 0.853 when NLR was added to the ESC-based model.
  • The improvement in discrimination was statistically significant (P = .003).
  • This suggests NLR provides incremental prognostic value beyond established ESC risk categories.

NLR ≥7 was used as a prespecified cutoff to categorize elevated NLR in this study population.

  • NLR was calculated from admission complete blood counts.
  • The cutoff of ≥7 was prespecified prior to analysis.
  • NLR reflects inflammatory stress responses and has been proposed as a predictor of cardiovascular outcomes.
  • The marker is described as 'readily available' as it derives from routine complete blood count measurements.

The authors concluded that prospective validation of NLR as an adjunctive PE risk stratification marker is needed.

  • The study design was retrospective, limiting causal inference.
  • The authors stated NLR 'may serve as a simple adjunctive marker for refining PE risk stratification.'
  • The study was conducted within a single integrated health system, which may limit generalizability.
  • The high-risk ESC group comprised only 1.9% of patients (approximately 29 patients), limiting analysis in that subgroup.

What This Means

This research suggests that a simple blood test result — the neutrophil-to-lymphocyte ratio (NLR), calculated by dividing neutrophil count by lymphocyte count from a routine blood draw — can help identify which patients with pulmonary embolism (PE, a blood clot in the lungs) are at higher risk of dying within 30 days. The study looked at 1,525 patients diagnosed with PE at an integrated health system over six years. Current standard practice uses the European Society of Cardiology (ESC) system to classify PE patients as low, intermediate, or high risk, but many patients in the lower-risk categories still have poor outcomes. This study found that patients classified as 'low risk' by ESC criteria but with an NLR of 7 or higher had a 30-day death rate of 10.4%, compared to just 1.2% among low-risk patients with normal NLR — nearly a nine-fold difference. Similarly, among intermediate-risk patients, those with elevated NLR had a 16.2% death rate versus 3.6% in those with normal NLR. When NLR was added to the ESC risk model, the model's ability to correctly identify who would or would not die within 30 days improved significantly (the C-statistic rose from 0.812 to 0.853, a statistically significant improvement). This means that incorporating NLR could help clinicians better distinguish truly high-risk patients from those who appear lower risk by standard criteria alone. Because NLR is derived from a routine blood test already collected in nearly all hospital admissions, it requires no additional testing or cost. This research suggests that NLR could be a practical, low-cost tool to improve risk assessment for PE patients, potentially helping to guide decisions about monitoring intensity or treatment. However, because this was a retrospective study at a single health system, the authors emphasize that prospective studies are needed to confirm these findings before NLR is routinely incorporated into clinical PE risk stratification.

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Citation

Hashim U, Cabrera L, Patel R, Salah M, Sadozai Y, Zorriasateyn K, et al.. (2026). Neutrophil-to-lymphocyte ratio is associated with 30-day mortality in acute pulmonary embolism across European Society of Cardiology risk categories.. Research and practice in thrombosis and haemostasis. https://doi.org/10.1016/j.rpth.2026.106918