Derivation and validation of a cytokine-based assay to screen for acute rejection in renal transplant recipients

Clin J Am Soc Nephrol. 2012 Jun;7(6):1018-25. doi: 10.2215/CJN.11051011. Epub 2012 Apr 12.

Abstract

Background and objectives: Acute rejection remains a problem in renal transplantation. This study sought to determine the utility of a noninvasive cytokine assay in screening of acute rejection.

Design, setting, participants, & measurements: In this observational cross-sectional study, 64 patients from two centers were recruited upon admission for allograft biopsy to investigate acute graft dysfunction. Blood was collected before biopsy and assayed for a panel of 21 cytokines secreted by PBMCs. Patients were classified as acute rejectors or nonrejectors according to a classification rule derived from an initial set of 32 patients (training cohort) and subsequently validated in the remaining patients (validation cohort).

Results: Although six cytokines (IL-1β, IL-6, TNF-α, IL-4, GM-CSF, and monocyte chemoattractant protein-1) distinguished acute rejectors in the training cohort, logistic regression modeling identified a single cytokine, IL-6, as the best predictor. In the validation cohort, IL-6 was consistently the most accurate cytokine (area under the receiver-operating characteristic curve, 0.85; P=0.006), whereas the application of a prespecified cutoff level, as determined from the training cohort, resulted in a sensitivity and specificity of 92% and 63%, respectively. Secondary analyses revealed a strong association between IL-6 levels and acute rejection after multivariate adjustment for clinical characteristics (P<0.001).

Conclusions: In this pilot study, the measurement of a single cytokine can exclude acute rejection with a sensitivity of 92% in renal transplant recipients presenting with acute graft dysfunction. Prospective studies are needed to determine the utility of this simple assay, particularly for low-risk or remote patients.

Publication types

  • Multicenter Study
  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't
  • Validation Study

MeSH terms

  • Acute Disease
  • Adult
  • Aged
  • Biomarkers / blood
  • Boston
  • Cells, Cultured
  • Chemokine CCL2 / blood
  • Cross-Sectional Studies
  • Female
  • Graft Rejection / blood
  • Graft Rejection / diagnosis*
  • Graft Rejection / immunology
  • Granulocyte-Macrophage Colony-Stimulating Factor / blood
  • Humans
  • Interleukin-1beta / blood
  • Interleukin-4 / blood
  • Interleukin-6 / blood*
  • Kidney Transplantation / adverse effects
  • Kidney Transplantation / immunology*
  • Leukocytes, Mononuclear / immunology
  • Logistic Models
  • Male
  • Middle Aged
  • Multivariate Analysis
  • Pilot Projects
  • Predictive Value of Tests
  • Reproducibility of Results
  • Risk Assessment
  • Risk Factors
  • Sensitivity and Specificity
  • Time Factors
  • Treatment Outcome
  • Tumor Necrosis Factor-alpha / blood

Substances

  • Biomarkers
  • CCL2 protein, human
  • Chemokine CCL2
  • IL4 protein, human
  • IL6 protein, human
  • Interleukin-1beta
  • Interleukin-6
  • Tumor Necrosis Factor-alpha
  • Interleukin-4
  • Granulocyte-Macrophage Colony-Stimulating Factor