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ORIGINAL RESEARCH article
Front. Neurol.
Sec. Neurocritical and Neurohospitalist Care
Volume 16 - 2025 | doi: 10.3389/fneur.2025.1551427
This article is part of the Research Topic Precision Medicine in Neurocritical Care View all articles
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Objective:This study focused on the relationship between heart rate and the likelihood of death within 28 days in patients with cerebral infarction without the comorbidity of atrial fibrillation, using patient data extracted from the MIMIC-IV database.Method:This study involved a retrospective analysis of clinical data from 1643 individuals with cerebral infarction who were admitted to the ICU. To investigate the role of heart rate in determining patient survival, we applied a variety of statistical techniques such as Cox regression models, survival analysis using Kaplan-Meier plots, and spline-based models. In addition, we performed analyses by patient subgroups to identify any potential variables that could influence the association between HR and 28-day mortality.Result:In univariate and multivariate analyses, elevated heart rate was strongly associated with higher 28-day mortality, even after adjusting for confounders such as age, sex, comorbidities, and clinical scores.(HR:1.01 , 95 %,CI:1.01 ~1.02, P = 0.019)Kaplan-Meier survival analysis showed that patients with heart rate > 90 beats/min had a significantly lower probability of survival.Restricted cubic spline (RCS) analysis confirmed a nonlinear relationship between heart rate and mortality. Subgroup analyses demonstrated an interaction between heart rate and factors such as hypertension and mechanical ventilation status.This study highlights the prognostic significance of heart rate as an independent predictor of 28-day mortality in patients with cerebral infarction who do not have atrial fibrillation.
Keywords: MIMIC-IV database, Cerebral Infarction, Heart Rate, prognosis, Predictive Modeling
Received: 25 Dec 2024; Accepted: 17 Feb 2025.
Copyright: © 2025 Song and Zhu. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence:
Luwen Zhu, Heilongjiang University of Chinese Medicine, Harbin, China
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