Metabolomics discloses donor liver biomarkers associated with early allograft dysfunction

J Hepatol. 2014 Sep;61(3):564-74. doi: 10.1016/j.jhep.2014.04.023. Epub 2014 May 2.

Abstract

Background & aims: Early allograft dysfunction (EAD) dramatically influences graft and patient outcome after orthotopic liver transplantation and its incidence is strongly determined by donor liver quality. Nevertheless, objective biomarkers, which can assess graft quality and anticipate organ function, are still lacking. This study aims to investigate whether there is a preoperative donor liver metabolomic biosignature associated with EAD.

Methods: A comprehensive metabolomic profiling of 124 donor liver biopsies collected before transplantation was performed by mass spectrometry coupled to liquid chromatography. Donor liver grafts were classified into two groups: showing EAD and immediate graft function (IGF). Multivariate data analysis was used to search for the relationship between the metabolomic profiles present in donor livers before transplantation and their function in recipients.

Results: A set of liver graft dysfunction-associated biomarkers was identified. Key changes include significantly increased levels of bile acids, lysophospholipids, phospholipids, sphingomyelins and histidine metabolism products, all suggestive of disrupted lipid homeostasis and altered histidine pathway. Based on these biomarkers, a predictive EAD model was built and further evaluated by assessing 24 independent donor livers, yielding 91% sensitivity and 82% specificity. The model was also successfully challenged by evaluating donor livers showing primary non-function (n=4).

Conclusions: A metabolomic biosignature that accurately differentiates donor livers, which later showed EAD or IGF, has been deciphered. The remarkable metabolomic differences between donor livers before transplant can relate to their different quality. The proposed metabolomic approach may become a clinical tool for donor liver quality assessment and for anticipating graft function before transplant.

Keywords: Lipidomics; Liver dysfunction; Liver transplant; Mass spectrometry; Primary non-function.

Publication types

  • Evaluation Study
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Allografts
  • Bile Acids and Salts / metabolism
  • Biomarkers / metabolism
  • Biopsy
  • Female
  • Graft Rejection / epidemiology*
  • Graft Rejection / physiopathology*
  • Histidine / metabolism
  • Humans
  • Liver / metabolism*
  • Liver / pathology
  • Liver / physiopathology
  • Liver Transplantation*
  • Lysophospholipids / metabolism
  • Male
  • Metabolomics / methods*
  • Middle Aged
  • Phospholipids / metabolism
  • Predictive Value of Tests
  • Risk Factors
  • Sphingomyelins / metabolism
  • Tissue Donors*

Substances

  • Bile Acids and Salts
  • Biomarkers
  • Lysophospholipids
  • Phospholipids
  • Sphingomyelins
  • Histidine