ReviewCureus2025
Neutrophil-to-Lymphocyte Ratio as a Predictor of Mortality and Clinical Outcomes in Heart Failure Patients.
Review in Cureus, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
5 citing papers in PubMed.
- Prognostic impact of right ventricular dilatation and echocardiography use criteria in hospitalized COVID-19 patients.World journal of methodology · 2026Article
- The impact of neutrophil-to-lymphocyte ratio on staging and mortality risk stratification of cardiovascular-kidney-metabolic syndrome.BMC nephrology · 2026Article
- CBC-derived inflammatory indices predict adverse outcomes in geriatric emergency patients with acute infectious diarrhea: a MIMIC-IV analysis.Scientific reports · 2026Article
- Sex-stratified early biomarker model identifies lactate as the key predictor of in-hospital deterioration in acute heart failure.Frontiers in cardiovascular medicine · 2026Article
- Biomarkers in Heart Failure: A Review and a Wish.International journal of molecular sciences · 2025Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The neutrophil-to-lymphocyte ratio (NLR) is an emerging biomarker reflecting systemic inflammation, playing a critical role in heart failure (HF) prognosis. Elevated NLR, indicative of neutrophilia and lymphocytopenia, correlates with worsened outcomes, including higher mortality and adverse cardiac events. Studies highlight its utility as a robust indicator for risk stratification and management in both acute and chronic HF conditions. This study aims to analyze the correlation of NLR as a predictor of mortality in acute heart failure patients. This systematic review and meta-analysis explored the relationship between the neutrophil-to-lymphocyte ratio (NLR) and clinical outcomes in heart failure (HF) patients, including mortality, rehospitalization, disease progression, and functional capacity. A comprehensive search of PubMed, Scopus, Embase, and Web of Science identified 38 studies meeting the inclusion criteria. Quality and bias were assessed using established tools, and statistical analyses evaluated pooled effect sizes, heterogeneity, and optimal NLR cutoffs, evaluating their prognostic accuracy for HF outcomes. The findings highlight that heart failure (HF) patients who survived had significantly lower neutrophil-to-lymphocyte ratio (NLR) values compared to those who died (pooled standardized mean difference {SMD} = -0.48; 95% confidence interval {CI}: -0.54, -0.43; p < 0.05). Elevated NLR is significantly associated with increased mortality in heart failure patients, with most studies showing strong inverse associations and odds ratios (ORs) below 1. Odds ratios further supported this, with higher NLR linked to increased mortality risk (e.g., OR = 0.38). The area under the curve (AUC) of 0.834 indicates strong predictive accuracy for mortality, with optimal NLR cutoffs of 5.91 and 6.18 balancing sensitivity (84.6%) and specificity (84.6%). High heterogeneity (I² = 90%) shows the variability among studies. The study has concluded that an elevated neutrophil-to-lymphocyte ratio (NLR) is consistently associated with increased mortality in patients with heart failure (HF). Thus, the neutrophil-to-lymphocyte ratio (NLR) can be used as a reliable prognostic marker in patients with heart failure.
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