Comparative predictive value of nine inflammation-derived haematological indices for 28-day mortality in patients with sepsis: a multicentre retrospective cohort study - Summary - MDSpire

Comparative predictive value of nine inflammation-derived haematological indices for 28-day mortality in patients with sepsis: a multicentre retrospective cohort study

  • By

  • Kaihuan Zhou

  • Chen Ou

  • Xiaorong Li

  • Zhanhong Tang

  • Juntao Hu

  • June 19, 2026

  • 0 min

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Objective:

To systematically compare the prognostic value of nine inflammation-derived hematological indices in predicting 28-day mortality in sepsis patients.

Approach:
    Key Findings:
    • Inthedevelopmentcohortof26,512patients,allnineindicesweresignificantlyassociatedwith28-daymortality.Monocyte-to-lymphocyteratio,neutrophil-to-plateletratio,neutrophil-to-lymphocyteratio,andsystemicinflammationresponseindexhadlargereffectestimates.Neutrophil-to-lymphocyteratioshowedthehighestareaunderthecurveforunadjusteddiscrimination.Intheexternalvalidationcohortof850patients,noneoftheindicesremainedsignificantlyassociatedwith28-daymortalityafterfulladjustment.
    Interpretation:

    Inflammation-derived hematological indices showed non-linear risk patterns in the development cohort but had limited standalone discriminatory ability in the external validation cohort.

    Limitations:
    • Theexternalvalidationdidnotconfirmtheassociationsfoundinthedevelopmentcohort,andtheindicesmaynotserveasindependentmortalitypredictiontools.
    Conclusion:

    These indices may serve as supplementary markers alongside conventional severity scores rather than independent predictors of mortality.

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