A dynamic online nomogram for predicting death in hospital after aneurysmal subarachnoid hemorrhage

Eur J Med Res. 2023 Oct 12;28(1):432. doi: 10.1186/s40001-023-01417-8.

Abstract

Background: This study aimed to validate the efficacy the multiplication of neutrophils and monocytes (MNM) and a novel dynamic nomogram for predicting in-hospital death in patients with aneurysmal subarachnoid hemorrhage (aSAH).

Methods: Retrospective study was done on 986 patients with endovascular coiling for aSAH. Independent risk factors associated with in-hospital death were identified using both univariate and multivariate logistic regression analysis. In the development cohort, a dynamic nomogram of in-hospital deaths was introduced and made available online as a straightforward calculator. To predict the in-hospital death from the external validation cohort by nomogram, calibration analysis, decision curve analysis, and receiver operating characteristic analysis were carried out.

Results: 72/687 patients (10.5%) in the development cohort and 31/299 patients (10.4%) in the validation cohort died. MNM was linked to in-hospital death in univariate and multivariate regression studies. In the development cohort, a unique nomogram demonstrated a high prediction ability for in-hospital death. According to the calibration curves, the nomogram has a reliable degree of consistency and calibration. With threshold probabilities between 10% and 90%, the nomogram's net benefit was superior to the basic model. The MNM and nomogram also exhibited good predictive values for in-hospital death in the validation cohort.

Conclusions: MNM is a novel predictor of in-hospital mortality in patients with aSAH. For aSAH patients, a dynamic nomogram is a useful technique for predicting in-hospital death.

Keywords: Aneurysmal subarachnoid hemorrhage; Inflammation; Multiplication of neutrophil and monocyte counts; Nomogram; Outcome.

MeSH terms

  • Hospital Mortality
  • Hospitals
  • Humans
  • Nomograms*
  • Retrospective Studies
  • Subarachnoid Hemorrhage*