Inflammatory marker cut-off points and prognosis in incurable cancer: validation study

BMJ Support Palliat Care. 2025 Apr 30;15(3):338-348. doi: 10.1136/spcare-2024-005302.

Abstract

Objectives: The study aimed to determine and validate cut-off points for selected inflammatory markers to predict 30-day, 60-day and 90-day survival in patients with incurable cancer exclusively receiving palliative care.

Methods: Prospective cohort study with patients referred to the palliative care unit of a national reference centre for cancer in Brazil. The sample (n=2098) was randomised into development (n=1049) and validation (n=1049) groups. C-reactive protein (CRP), CRP/albumin ratio (CAR), neutrophil/lymphocyte ratio (NLR), platelet/lymphocyte ratio (PLR), lymphocyte/monocyte ratio (LMR), prognostic nutritional index (PNI) and systemic immune-inflammation index (SII) were evaluated. Time-dependent receiver operating characteristic curves were used to define the optimal cut-off points. Kaplan-Meier curves, Cox proportional hazards models and concordance statistic (C-statistic) were used to evaluate their predictive ability.

Results: The optimal cut-off points related to 30-day, 60-day and 90-day mortality were, respectively, as follows: CRP ≥6.0 mg/L, ≥4.8 mg/L and ≥4.7 mg/L; CAR ≥2.0, ≥1.7 and ≥1.5; NLR ≥6.5, ≥5.8 and ≥5.7; PLR ≥298.0, ≥286.7 and ≥281.2; LMR ≥1.9, ≥2.2 and ≥2.0; PNI ≥35.5, ≥46.8 and ≥30.5; and SII ≥2254.4, ≥1983.0 and ≥1844.1. The inflammatory markers that showed discriminatory accuracy (CRP, CAR, NLR, PLR and SII) were selected for validation. These markers demonstrated predictive ability, with good discriminatory power (C-statistic ≥0.75).

Conclusions: Optimal cut-off points were validated for CRP, CAR, NLR, PLR and SII for use in the prognostic assessment of patients with incurable cancer exclusively receiving palliative care.

Keywords: Cancer; Palliative Care; Prognosis.

Publication types

  • Validation Study

MeSH terms

  • Adult
  • Aged
  • Aged, 80 and over
  • Biomarkers / blood
  • Brazil
  • C-Reactive Protein / analysis
  • Female
  • Humans
  • Inflammation* / blood
  • Male
  • Middle Aged
  • Neoplasms* / blood
  • Neoplasms* / mortality
  • Palliative Care* / methods
  • Prognosis
  • Prospective Studies

Substances

  • C-Reactive Protein
  • Biomarkers