ArticleWorld journal of urology2024
The relationship between neutrophil/lymphocyte ratio, platelet/neutrophil ratio, and risk of urosepsis in patients who present with ureteral stones and suspected urinary tract infection.
Article in World journal of urology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 2 of them syntheses that pooled it.
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Who cites it
15 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Predictive value of neutrophil to lymphocyte ratio for the clinical outcome of patients with ureteral stones: a systematic review and meta-analysis.BMC urology · 2026Pooled it
- Applications and challenges of biomarker-based predictive models in proactive health management.Frontiers in public health · 2025Pooled it
- Predictive accuracy of SIRS, MEWS, and NEWS for intensive care unit admission to patients with stone-induced obstructive pyelonephritis: a retrospective cohort study.Urolithiasis · 2026Article
- Combined predictive accuracy of inflammatory and hematologic indicators for urinary tract-related bloodstream infection.American journal of translational research · 2026Article
- Neutrophil Percentage-to-Albumin Ratio as a Predictor of Urinary Tract Infection in Patients with Urinary Stone Disease: Development a Novel User-Friendly Tool.Journal of inflammation research · 2026Article
- dNLR, NLR, and NMLR as differential markers for assessing severity and sepsis in emphysematous pyelonephritis.Frontiers in medicine · 2026Article
- The red cell distribution width to albumin ratio as a novel biomarker for predicting short-term mortality in severe pulmonary sepsis: a retrospective study with dual-cohort validation.Frontiers in medicine · 2026Article
- Sepsis biomarkers: recent advances and future perspectives.Frontiers in immunology · 2026Review
- Early detection of positive urine culture in patients with urolithiasis: a machine learning model with dynamic online nomogram.Annals of medicine · 2025Article
- Study on the diagnostic efficacy of the computerized tomography attenuation value of renal pelvis urine in true bacteriuria secondary to renal and ureteral stones.Renal failure · 2025Article
- The Diagnostic and Prognostic Value of Neutrophil-to-Lymphocyte and Platelet-to-Lymphocyte Ratios in Urosepsis.Medicina (Kaunas, Lithuania) · 2025Observational
- Predicting Urosepsis in Ureteral Calculi: External Validation of Hu's Nomogram and Identification of Novel Risk Factors.Diagnostics (Basel, Switzerland) · 2025Article
- The Development and Validation of a Nomogram for Predicting Sepsis Risk in Diabetic Patients with Urinary Tract Infection.Medicina (Kaunas, Lithuania) · 2025Observational
- Risk factors for urosepsis following ureteroscopic lithotripsy: a systematic review and meta-analysis.Frontiers in surgery · 2025Review
- Significant adverse prognostic events in patients with urosepsis: a machine learning based model development and validation study.Frontiers in cellular and infection microbiology · 2025Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
purposePatients presenting with ureteral stones and concurrent urinary tract infections require prompt kidney drainage as per standard care guidelines. However, even in patients who are promptly drained and treated with appropriate antibiotics, the mortality rate due to urosepsis has been reported to be nearly 9%. Therefore, Predictive tools for early sepsis detection have become essential. The Neutrophil-to-Lymphocyte Ratio (NLR) and Platelet-to-Lymphocyte Ratio (PLR) are potential biomarkers for predicting infection risk in these patients.
methodsA retrospective cohort analysis involving patients diagnosed with obstructing ureteral stones who underwent urgent stent placement due to suspected urinary tract infection (UTI) in the emergency room (ER) was conducted. The baseline characteristics of patients were age, sex, comorbidities, and urological history. Laboratory data collected during hospitalization included total leukocyte and platelet counts and blood cultures. Ratios were calculated from the serum studies obtained upon admission to the ER. A logistic regression model was utilized to predict the incidence of positive qSOFA score (sepsis prediction score), the need for vasopressors, intensive care unit (ICU) admission, and sepsis, using NLR and PLR as independent variables.
resultsBetween January 2016 and December 2020, 143 patients with a diagnosis of obstructing ureteral stone were admitted to the ER with a suspected UTI. 11.9% showed a positive qSOFA score, 20.3% required vasopressor support for > 1 h after ureteral stent placement, 28.7% required ICU admission, and 16.8% met sepsis criteria. Sepsis was defined as patients who were qSOFA positive and vasopressors needed for more than 1 h following stent placement. Logistic regression analysis revealed that PLR and positive blood cultures correlated significantly with positive qSOFA scores. Using logistic regression analysis, PLR, NLR, and positive blood culture were each independent predictors of vasopressor requirements, ICU admission, and urosepsis.
conclusionsNLR and PLR may be valuable prognostic markers for predicting urosepsis risk in urolithiasis patients who present with obstructing stones and concern for systemic infection. Their utility may be in helping clinicians in early risk stratification, prompt intervention, and resource allocation.
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