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Published on: January 28, 2020
The effect of inflammatory markers on mortality in patients with acute myocardial infarction
Zhenkun Yang1, Yuanjie Li2, Taipu Guo2
1Department of Cardiology, Tianjin Medical University General Hospital, Tianjin, People's Republic of China.
Abstract:
Consider that inflammatory factors are associated with short-term mortality in patients with acute myocardial infarction (AMI). In this retrospective analysis of 2,784 AMI patients from the Medical Information Mart for Intensive Care-IV database, we evaluated the impact of inflammatory markers on in-hospital mortality and predicted 30-day and 90-day outcomes. Patients were divided into groups based on in-hospital survival (n = 2,364) and mortality (n = 420). Analysis of initial hospital admission laboratory data, including inflammatory factors, revealed these factors as independent predictors of in-hospital mortality (Q4 of RDW: OR 1.96, NLR: OR 1.63, SII: OR 1.85, and SIRI: OR 2.23, all P < 0.05). Cox proportional hazards models confirmed their significance for predicting 30-day (Q4 of NLR: OR 1.83, SII: OR 1.86, and SIRI: OR 2.01, all P < 0.05) and 90-day mortality (Q4 of RDW: OR 1.46, NLR: OR 1.69, SII: OR 1.73, and SIRI: OR 1.72, all P < 0.05). Increasing levels of inflammatory markers correlated with higher odds and hazard ratios, as illustrated by Restricted Cubic Spline curves. Kaplan-Meier survival analysis showed better survival rates with lower inflammatory marker levels. Receiver operating characteristic curves demonstrated good predictive performance of individual inflammatory factors, with a new composite marker showing the highest predictive ability (AUC = 0.720). This study underscores the association of inflammatory factors with both hospital and short-term mortality in AMI patients.
Insights
Inflammatory factors like RDW, NLR, SII, and SIRI predict mortality in acute myocardial infarction (AMI) patients. Higher levels indicate increased risk for in-hospital, 30-day, and 90-day mortality.
Area of Science:
- Cardiology
- Biomarkers
- Critical Care Medicine
Background:
- Inflammatory factors are linked to short-term mortality in acute myocardial infarction (AMI) patients.
- Understanding these associations is crucial for improving patient outcomes.
Purpose of the Study:
- To evaluate the impact of inflammatory markers on in-hospital mortality.
- To predict 30-day and 90-day outcomes in AMI patients using inflammatory markers.
Main Methods:
- Retrospective analysis of 2,784 AMI patients from the MIMIC-IV database.
- Analysis of initial laboratory data, including RDW, NLR, SII, and SIRI.
- Utilized Cox proportional hazards models, Kaplan-Meier survival analysis, and ROC curves.
Main Results:
- Inflammatory factors (RDW, NLR, SII, SIRI) independently predicted in-hospital mortality.
- These markers also significantly predicted 30-day and 90-day mortality.
- A composite marker demonstrated the highest predictive ability (AUC = 0.720).
Conclusions:
- Inflammatory factors are significant predictors of both in-hospital and short-term mortality in AMI patients.
- Higher levels of inflammatory markers correlate with increased mortality risk.
- These findings highlight the potential of inflammatory markers for risk stratification in AMI.
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