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Related Experiment Videos

Early ΔNLR Outperforms Baseline Inflammatory Markers in Predicting Short-Term Outcomes in Sepsis.

Madalina-Ianca Suba1,2, Gheorghe-Bogdan Hogea3,4,5, Varga Norberth-Istvan6

  • 1Methodological and Infectious Diseases Research Center, Faculty of Medicine, "Victor Babeș" University of Medicine and Pharmacy Timisoara, 300041 Timisoara, Romania.

Diagnostics (Basel, Switzerland)
|May 27, 2026
PubMed

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Acute Inflammation III: Local and Systemic Effects01:25

Acute Inflammation III: Local and Systemic Effects

Acute inflammation produces a coordinated set of local and systemic changes that limit injury, eliminate pathogens, and initiate repair. These responses arise within minutes of infection, trauma, or chemical insult and are driven by vascular alterations and leukocyte-derived mediators. When the stimulus resolves, the reaction typically abates within days.Local EffectsAt the site of injury, arteriolar vasodilation increases blood flow, resulting in redness and warmth. Simultaneously, increased...

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Summary

Early changes in the neutrophil-to-lymphocyte ratio (ΔNLR) offer significant prognostic value for sepsis patients. Monitoring dynamic inflammatory responses improves risk stratification and clinical decision-making for better patient outcomes.

Area of Science:

  • Clinical Medicine
  • Immunology
  • Critical Care Medicine

Background:

  • Sepsis management is challenged by the difficulty in early risk stratification for adverse outcomes.
  • Baseline inflammatory biomarkers have limited prognostic value in sepsis.
  • Dynamic assessment of inflammatory response is needed for improved patient outcomes.

Purpose of the Study:

  • To evaluate the prognostic value of early changes in inflammatory biomarkers, specifically the neutrophil-to-lymphocyte ratio (ΔNLR), in predicting short-term outcomes in sepsis patients.
  • To determine if ΔNLR provides additional prognostic information beyond baseline markers and severity scores.

Main Methods:

  • Retrospective longitudinal observational study of 168 adult sepsis patients.
  • Assessment of inflammatory biomarkers (CRP, procalcitonin, NLR) at admission and 48-72 hours.
Keywords:
NLRSOFA scorecritical caredynamic biomarkersin-hospital mortalityinflammatory biomarkersneutrophil-to-lymphocyte ratioprognosisrisk stratificationsepsis

Related Experiment Videos

  • Analysis of early changes (Δ values) and their association with composite adverse outcomes using logistic regression and ROC curves.
  • Main Results:

    • Patients with adverse outcomes had higher baseline inflammatory markers and severity scores.
    • Early reductions in CRP and NLR were associated with survival; non-survivors had persistently elevated markers.
    • ΔNLR independently predicted in-hospital mortality (OR 0.91) and improved prediction when combined with SOFA score (AUC 0.81).

    Conclusions:

    • Early changes in inflammatory biomarkers, particularly ΔNLR, offer significant prognostic information in sepsis.
    • Dynamic assessment of the immune response enhances early risk stratification.
    • This approach supports individualized clinical decision-making for sepsis management.