ArticleInfectious diseases and therapy2023
Dynamic NLR and PLR in Predicting COVID-19 Severity: A Retrospective Cohort Study.
Article in Infectious diseases and therapy, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers.
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Who cites it
30 citing papers in PubMed.
- Disruption of neutrophil homeostasis is associated with functional alterations in mitochondria of critically ill COVID-19 patients.Scientific reports · 2026Article
- Non-linear association of admission platelet-to-lymphocyte ratio with 28- and 90-day mortality in critically ill patients with rheumatoid arthritis: a retrospective cohort study.Clinical rheumatology · 2026Article
- Hematological and biochemical markers for predicting severity in COVID-19 patients.BMC infectious diseases · 2026Observational
- Serum cytokine profiling reveals CXCL10 (IP-10) as a major predictor of severe COVID-19 outcomes in hospitalized patients during the first pandemic wave in Italy.Frontiers in immunology · 2026Article
- Neutrophil-to-lymphocyte ratio as a sex-specific predictor of short-term mortality in hospitalised older adults with COVID-19: a pragmatic biomarker of inflammaging in acute vulnerability.Immunity & ageing : I & A · 2025Article
- Article
- Seasonal Distribution of Viral Pneumonia After COVID-19 and the Role of Hematological Markers in Assessing Pneumonia Severity: A Case-Control Study.Tropical medicine and infectious disease · 2025Article
- Factors associated with mortality in immunocompromised children with varicella.BMC pediatrics · 2025Article
- Hematologic and Immunologic Overlap Between COVID-19 and Idiopathic Pulmonary Fibrosis.Journal of clinical medicine · 2025Review
- Dual inflammation in schizophrenia infected with COVID-19: Impact on cognitive function.Brain, behavior, & immunity - health · 2025Article
- Significant Reduction of Chenodeoxycholic Acid and Glycochenodeoxycholic Acid in the Elderly with Severe COVID-19.Biomolecules · 2025Article
- Neutrophil-to-Lymphocyte Ratio (NLR) and Platelet-to-Lymphocyte Ratio (PLR) as Prognostic Markers of COVID-19 Disease Irrespective of Immunosuppression Status: A Case-Control Retrospective Single-Center Study.Pathogens (Basel, Switzerland) · 2025Article
- Early Immunological and Inflammation Proteomic Changes in Elderly COVID-19 Patients Predict Severe Disease Progression.Biomedicines · 2025Article
- Chronic Obstructive Pulmonary Disease and COVID-19: The Impact of Hematological Biomarkers on Disease Severity and Outcomes.Journal of clinical medicine · 2025Review
- The nonlinear correlation of neutrophil-lymphocyte ratio on 1-year mortality risk in patients with severe acute heart failure.BMC cardiovascular disorders · 2025Article
- Efficacy of monocyte distribution width in predicting critical illness in patients with COVID-19 pneumonia: a retrospective cohort study.BMC infectious diseases · 2025Article
- A serum galactomannan and neutrophil-to-lymphocyte ratio-based nomogram for predicting in-hospital mortality in non-neutropenic invasive pulmonary aspergillosis.Frontiers in cellular and infection microbiology · 2025Article
- Predictive model for coronavirus disease 2019 severity based on blood biomarkers: a retrospective study.Frontiers in medicine · 2025Article
- Reevaluation of prognostic and severity indicators for COVID-19 patients in the emergency department.Annals of medicine · 2024Article
- Article
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14 authors.
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Abstract
introductionThe hyperinflammation phase of severe SARS-CoV-2 is characterised by complete blood count alterations. In this context, the neutrophil-to-lymphocyte ratio (NLR) and the platelet-to-lymphocyte ratio (PLR) can be used as prognostic factors. We studied NLR and PLR trends at different timepoints and computed optimal cutoffs to predict four outcomes: use of continuous positive airways pressure (CPAP), intensive care unit (ICU) admission, invasive ventilation and death.
methodsWe retrospectively included all adult patients with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pneumonia admitted from 23 January 2020 to 18 May 2021. Analyses included non-parametric tests to study the ability of NLR and PLR to distinguish the patients' outcomes at each timepoint. Receiver operating characteristic (ROC) curves were built for NLR and PLR at each timepoint (minus discharge) to identify cutoffs to distinguish severe and non-severe disease. Their statistical significance was assessed with the chi-square test. Collection of data under the SMACORE database was approved with protocol number 20200046877.
resultsWe included 2169 patients. NLR and PLR were higher in severe coronavirus disease 2019 (COVID-19). Both ratios were able to distinguish the outcomes at each timepoint. For NLR, the areas under the receiver operating characteristic curve (AUROC) ranged between 0.59 and 0.81, and for PLR between 0.53 and 0.67. From each ROC curve we computed an optimal cutoff value.
conclusionNLR and PLR cutoffs are able to distinguish severity grades and mortality at different timepoints during the course of disease, and, as such, they allow a tailored approach. Future prospects include validating our cutoffs in a prospective cohort and comparing their performance against other COVID-19 scores.
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