Prediction of graft-versus-host disease in humans by donor gene-expression profiling

PLoS Med. 2007 Jan;4(1):e23. doi: 10.1371/journal.pmed.0040023.

Abstract

Background: Graft-versus-host disease (GVHD) results from recognition of host antigens by donor T cells following allogeneic hematopoietic cell transplantation (AHCT). Notably, histoincompatibility between donor and recipient is necessary but not sufficient to elicit GVHD. Therefore, we tested the hypothesis that some donors may be "stronger alloresponders" than others, and consequently more likely to elicit GVHD.

Methods and findings: To this end, we measured the gene-expression profiles of CD4(+) and CD8(+) T cells from 50 AHCT donors with microarrays. We report that pre-AHCT gene-expression profiling segregates donors whose recipient suffered from GVHD or not. Using quantitative PCR, established statistical tests, and analysis of multiple independent training-test datasets, we found that for chronic GVHD the "dangerous donor" trait (occurrence of GVHD in the recipient) is under polygenic control and is shaped by the activity of genes that regulate transforming growth factor-beta signaling and cell proliferation.

Conclusions: These findings strongly suggest that the donor gene-expression profile has a dominant influence on the occurrence of GVHD in the recipient. The ability to discriminate strong and weak alloresponders using gene-expression profiling could pave the way to personalized transplantation medicine.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • CD4-Positive T-Lymphocytes / immunology
  • CD8-Positive T-Lymphocytes / immunology
  • Discriminant Analysis
  • Female
  • Gene Expression Profiling*
  • Gene Expression Regulation
  • Graft vs Host Disease / diagnosis*
  • Hematopoietic Stem Cell Transplantation
  • Humans
  • Male
  • Middle Aged
  • Oligonucleotide Array Sequence Analysis
  • Perforin
  • Pore Forming Cytotoxic Proteins / genetics
  • Pore Forming Cytotoxic Proteins / metabolism
  • RNA, Messenger / genetics
  • RNA, Messenger / metabolism
  • Reproducibility of Results
  • Reverse Transcriptase Polymerase Chain Reaction
  • Smad3 Protein / genetics
  • Smad3 Protein / metabolism
  • Time Factors
  • Tissue Donors*
  • Transplantation, Homologous

Substances

  • PRF1 protein, human
  • Pore Forming Cytotoxic Proteins
  • RNA, Messenger
  • Smad3 Protein
  • Perforin

Associated data

  • GEO/GSE4624
  • RefSeq/NM_000358
  • RefSeq/NM_170695