Accurate diagnosis of acute graft-versus-host disease using serum proteomic pattern analysis

Exp Hematol. 2006 Jun;34(6):796-801. doi: 10.1016/j.exphem.2006.02.013.

Abstract

Objective: The rapid diagnosis of acute graft-versus-host disease (GVHD) following allogeneic hematopoietic cell transplantation (HCT) is important for optimizing the management of this life-threatening complication. Current diagnostic techniques are time-consuming and require invasive tissue sampling. We investigated serum protein pattern analysis using surface-enhanced laser desorption ionization time-of-flight (SELDI-TOF) mass spectrometry as a tool to diagnose GVHD.

Patients and methods: Eighty-eight serum samples were obtained from 34 patients undergoing HCT either pretransplant (n = 28 samples) or at various time points posttransplant (n = 60 samples), including 22 samples obtained on the day of onset of acute GVHD symptoms. Serum proteomic spectra generated from a "training set" of known samples were used to identify distinct proteomic patterns that best categorized a sample as either pretransplant, posttransplant non-GVHD, or GVHD; these distinct proteomic signatures were subsequently used to classify samples from a masked "test" sample set into the appropriate diagnostic category.

Results: Proteomic pattern analysis accurately distinguished GVHD samples from both posttransplant non-GVHD samples and pretransplant samples (100% specificity and 100% sensitivity in both cases). Furthermore, distinct serum proteomic signatures were identified that distinguished pretransplant from posttransplant non-GVHD samples (100% specificity and 94% sensitivity).

Conclusion: These preliminary data suggest a potential application of SELDI-TOF-based proteomic analysis as a rapid and accurate method to diagnose acute GVHD.

MeSH terms

  • Adult
  • Aged
  • Biomarkers / analysis
  • Blood Proteins / analysis*
  • Female
  • Graft vs Host Disease / blood*
  • Graft vs Host Disease / diagnosis
  • Hematopoietic Stem Cell Transplantation / adverse effects
  • Humans
  • Male
  • Middle Aged
  • Neoplasms / blood
  • Neoplasms / complications
  • Neoplasms / therapy
  • Predictive Value of Tests
  • Proteomics*
  • Sensitivity and Specificity
  • Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization
  • Transplantation, Homologous

Substances

  • Biomarkers
  • Blood Proteins