ArticleJournal of translational medicine2020
Neutrophil-to-lymphocyte ratio predicts critical illness patients with 2019 coronavirus disease in the early stage.
Article in Journal of translational medicine, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 578 papers, 4 of them syntheses that pooled it.
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Who cites it
578 citing papers in PubMed, 4 syntheses or guidelines pooled it, 983 citations in OpenAlex.
- Lymphocyte count is a universal predictor of health outcomes in COVID-19 patients before mass vaccination: A meta-analytical study.Journal of global health · 2022Pooled it
- COVID-19 and the Immune Response: A Multi-Phasic Approach to the Treatment of COVID-19.International journal of molecular sciences · 2022Pooled it
- The Impact of Neutrophil-Lymphocyte Count Ratio in COVID-19: A Systematic Review and Meta-Analysis.Journal of intensive care medicine · 2022Pooled it
- The effect of reparixin on survival in patients at high risk for in-hospital mortality: a meta-analysis of randomized trials.Frontiers in immunology · 2022Pooled it
- A randomised trial of anti-GM-CSF otilimab in severe COVID-19 pneumonia (OSCAR).The European respiratory journal · 2023Trial
- Yindan Jiedu granules exhibit anti-inflammatory effect in patients with novel Coronavirus disease (COVID-19) by suppressing the NF-κB signaling pathway.Phytomedicine : international journal of phytotherapy and phytopharmacology · 2022Trial
- Variation of the Neutrophil-to-Lymphocyte Ratio and Mean Platelet Volume in a Multicenter Study of Critically Ill Patients with COVID-19 Living at Different Altitudes.Medical sciences (Basel, Switzerland) · 2026Article
- The role of CAR and SII values in determining mortality in COVID-19 patients: a retrospective observational study.BMC infectious diseases · 2026Observational
- Sex-Specific Signatures of Circulating Protein and Cellular Host Responses Predicting COVID-19 Severity.Medical sciences (Basel, Switzerland) · 2026Article
- Propofol-based versus volatile anesthesia and postoperative immune response in prostate cancer.Translational andrology and urology · 2026Article
- COVID-19 vaccination shifts neutrophils toward a mixed activated and regulatory phenotype in patients with severe disease.Molecular biology reports · 2026Observational
- New Simplified White Blood Cells Score Improves Mortality Prediction in Severe COVID-19 Patients.Journal of clinical medicine · 2026Article
- Pre-Existing Heart Failure, Biomarker Profiles, and Patients' Vulnerability in Hospitalized COVID-19: A Biomarker-Driven Risk Framework.Journal of clinical medicine · 2026Article
- Disruption of neutrophil homeostasis is associated with functional alterations in mitochondria of critically ill COVID-19 patients.Scientific reports · 2026Article
- Trained immunity in respiratory diseases: Mechanisms of action and intervention strategies.Chinese medical journal pulmonary and critical care medicine · 2026Review
- Host proteins associated with strong neutralizing SARS-CoV-2 antibody responses in a South African cohort.Communications medicine · 2026Article
- The neutrophil-to-lymphocyte ratio as a marker of immunosenescence and COVID-19 outcomes in the elderly: A narrative review.Physiological reports · 2026Review
- Regnase-1-mediated regulation of neutrophils modulates SARS-CoV-2 pneumonia.PLoS pathogens · 2026Article
- Neutrophil heterogeneity in Kawasaki disease and multisystem inflammatory syndrome in children.Pediatric research · 2026Review
- Hematological and biochemical markers for predicting severity in COVID-19 patients.BMC infectious diseases · 2026Observational
518 more citing papers are in PubMed but not listed here.
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Authors and funding
22 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundPatients with critical illness due to infection with the 2019 coronavirus disease (COVID-19) show rapid disease progression to acute respiratory failure. The study aimed to screen the most useful predictive factor for critical illness caused by COVID-19.
methodsThe study prospectively involved 61 patients with COVID-19 infection as a derivation cohort, and 54 patients as a validation cohort. The predictive factor for critical illness was selected using LASSO regression analysis. A nomogram based on non-specific laboratory indicators was built to predict the probability of critical illness.
resultsThe neutrophil-to-lymphocyte ratio (NLR) was identified as an independent risk factor for critical illness in patients with COVID-19 infection. The NLR had an area under receiver operating characteristic of 0.849 (95% confidence interval [CI], 0.707 to 0.991) in the derivation cohort and 0.867 (95% CI 0.747 to 0.944) in the validation cohort, the calibration curves fitted well, and the decision and clinical impact curves showed that the NLR had high standardized net benefit. In addition, the incidence of critical illness was 9.1% (1/11) for patients aged ≥ 50 and having an NLR < 3.13, and 50% (7/14) patients with age ≥ 50 and NLR ≥ 3.13 were predicted to develop critical illness. Based on the risk stratification of NLR according to age, this study has developed a COVID-19 pneumonia management process.
conclusionsWe found that NLR is a predictive factor for early-stage prediction of patients infected with COVID-19 who are likely to develop critical illness. Patients aged ≥ 50 and having an NLR ≥ 3.13 are predicted to develop critical illness, and they should thus have rapid access to an intensive care unit if necessary.
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