Independent prognostic importance of endothelial activation and stress index (EASIX) in critically ill patients with heart failure: modulating role of inflammation
BackgroundThe connection between endothelial activation and stress index (EASIX) and risk of mortality in critically ill patients with heart failure (HF) remains unclear. This research sought to explore this relationship.MethodsMIMIC-IV database (version 3.1) was utilized to provide clinical data. D...
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Frontiers Media S.A.
2025-05-01
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| description | BackgroundThe connection between endothelial activation and stress index (EASIX) and risk of mortality in critically ill patients with heart failure (HF) remains unclear. This research sought to explore this relationship.MethodsMIMIC-IV database (version 3.1) was utilized to provide clinical data. Due to the non-normal distribution, EASIX was logarithmic. An optimal cut-off value for log2(EASIX) was determined to serve as an indicator of mortality risk under the maximally selected rank statistics. Kaplan-Meier survival analysis and Cox regression models were used to assess the link between log2(EASIX) and mortality within 1 year. Subgroup analyses were performed to ascertain the prognostic impact of log2(EASIX) in various patient groups. Mediation analysis was employed to uncover and elucidate causal pathways connecting log2(EASIX) to mortality.ResultsIt encompassed 7,901 patients. According to the Kaplan-Meier curves, increased log2(EASIX) levels correlated with a higher likelihood of all-cause mortality (p < 0.001). Cox models and subgroup analyses further revealed that groups with high log2(EASIX) levels exhibited a greater mortality risk than those with lower levels (hazard ratio (HR): 1.62, 95% CI: 1.47–1.78), a trend that persisted across most subgroups, with the exception of varying levels of APS III, body mass index, white blood cell counts, or albumin (p for interaction < 0.05 for all). Subsequent mediation analysis suggested that blood urea nitrogen and red cell distribution width partially mediated the relationship between log2(EASIX) and mortality with 17.3% and 36.5% of the mediating effect.ConclusionIt found an independent association between elevated log2(EASIX) levels and a higher risk of 1 year all-cause mortality in ICU patients suffering from HF, with a stronger effect observed in patients with low levels of APS III or white blood cell counts, or high levels of body mass index or albumin. This association may be partially mediated by blood urea nitrogen and red cell distribution width. |
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| spelling | doaj-art-adfa94b24e214561b65c9469cbb1a24a2025-08-20T02:20:33ZengFrontiers Media S.A.Frontiers in Medicine2296-858X2025-05-011210.3389/fmed.2025.15609471560947Independent prognostic importance of endothelial activation and stress index (EASIX) in critically ill patients with heart failure: modulating role of inflammationFang Yin0Kai Wang1Department of Infectious Diseases, The Affiliated Yongchuan Hospital of Chongqing Medical University, Chongqing, ChinaDepartment of Cardiology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, ChinaBackgroundThe connection between endothelial activation and stress index (EASIX) and risk of mortality in critically ill patients with heart failure (HF) remains unclear. This research sought to explore this relationship.MethodsMIMIC-IV database (version 3.1) was utilized to provide clinical data. Due to the non-normal distribution, EASIX was logarithmic. An optimal cut-off value for log2(EASIX) was determined to serve as an indicator of mortality risk under the maximally selected rank statistics. Kaplan-Meier survival analysis and Cox regression models were used to assess the link between log2(EASIX) and mortality within 1 year. Subgroup analyses were performed to ascertain the prognostic impact of log2(EASIX) in various patient groups. Mediation analysis was employed to uncover and elucidate causal pathways connecting log2(EASIX) to mortality.ResultsIt encompassed 7,901 patients. According to the Kaplan-Meier curves, increased log2(EASIX) levels correlated with a higher likelihood of all-cause mortality (p < 0.001). Cox models and subgroup analyses further revealed that groups with high log2(EASIX) levels exhibited a greater mortality risk than those with lower levels (hazard ratio (HR): 1.62, 95% CI: 1.47–1.78), a trend that persisted across most subgroups, with the exception of varying levels of APS III, body mass index, white blood cell counts, or albumin (p for interaction < 0.05 for all). Subsequent mediation analysis suggested that blood urea nitrogen and red cell distribution width partially mediated the relationship between log2(EASIX) and mortality with 17.3% and 36.5% of the mediating effect.ConclusionIt found an independent association between elevated log2(EASIX) levels and a higher risk of 1 year all-cause mortality in ICU patients suffering from HF, with a stronger effect observed in patients with low levels of APS III or white blood cell counts, or high levels of body mass index or albumin. This association may be partially mediated by blood urea nitrogen and red cell distribution width.https://www.frontiersin.org/articles/10.3389/fmed.2025.1560947/fullEASIXendothelial activation and stress indexheart failureintensive care unitmortality |
| spellingShingle | Fang Yin Kai Wang Independent prognostic importance of endothelial activation and stress index (EASIX) in critically ill patients with heart failure: modulating role of inflammation Frontiers in Medicine EASIX endothelial activation and stress index heart failure intensive care unit mortality |
| title | Independent prognostic importance of endothelial activation and stress index (EASIX) in critically ill patients with heart failure: modulating role of inflammation |
| title_full | Independent prognostic importance of endothelial activation and stress index (EASIX) in critically ill patients with heart failure: modulating role of inflammation |
| title_fullStr | Independent prognostic importance of endothelial activation and stress index (EASIX) in critically ill patients with heart failure: modulating role of inflammation |
| title_full_unstemmed | Independent prognostic importance of endothelial activation and stress index (EASIX) in critically ill patients with heart failure: modulating role of inflammation |
| title_short | Independent prognostic importance of endothelial activation and stress index (EASIX) in critically ill patients with heart failure: modulating role of inflammation |
| title_sort | independent prognostic importance of endothelial activation and stress index easix in critically ill patients with heart failure modulating role of inflammation |
| topic | EASIX endothelial activation and stress index heart failure intensive care unit mortality |
| url | https://www.frontiersin.org/articles/10.3389/fmed.2025.1560947/full |
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