A metabolic index of ischemic injury for Perfusion-Recovery of cadaveric rat livers

Sinem Perk, Maria Louisa Izamis, Herman Tolboom, Basak Uygun, Francois Berthiaume, Martin L. Yarmush, Korkut Uygun

Research output: Contribution to journalArticle

25 Citations (Scopus)

Abstract

With over 110,000 patients waiting for organ transplantation, the current crisis in organ transplantation is based on a lack of donors after brain-death (DBD). A very large alternative pool of donor organs that remain untapped are the donors after cardiac death (DCD), recovered after cardiac activity has ceased and therefore sustained some ischemic injury. Machine perfusion has been proposed as a novel modality of organ preservation and treatment to render such cadaveric organs, and in particular livers, transplantable. Two key issues that remain unaddressed are how to assess whether a DCD liver is damaged beyond repair, and whether machine perfusion has rendered an injured organ sufficiently viable for transplantation. In this work, we present a metabolic analysis of the transient responses of cadaveric rat livers during normothermic machine perfusion (NMP), and develop an index of ischemia that enables evaluation of the organ ischemic injury level. Further, we perform a discriminant analysis to construct a classification algorithm with >0.98 specificity to identify whether a given perfused liver is ischemic or fresh, in effect a precursor for an index of transplantability and a basis for the use of statistical process control measures for automated feedback control of treatment of ischemic injury in DCD livers. The analyses yield an index based on squared prediction error (SPE) as log(SPE) >1.35 indicating ischemia. The differences between metabolic functions of fresh and ischemic livers during perfusion are outlined and the metabolites that varied significantly for ischemic livers are identified as ornithine, arginine, albumin and tyrosine.

Original languageEnglish (US)
Article numbere28518
JournalPloS one
Volume6
Issue number12
DOIs
StatePublished - Dec 14 2011

Fingerprint

Liver
Rats
Perfusion
Recovery
liver
rats
Wounds and Injuries
Tissue Donors
death
Transplantation (surgical)
organ transplantation
Organ Transplantation
ischemia
Ischemia
Organ Preservation
Statistical process control
Ornithine
Process Assessment (Health Care)
Brain Death
prediction

All Science Journal Classification (ASJC) codes

  • Biochemistry, Genetics and Molecular Biology(all)
  • Agricultural and Biological Sciences(all)
  • General

Cite this

Perk, Sinem ; Izamis, Maria Louisa ; Tolboom, Herman ; Uygun, Basak ; Berthiaume, Francois ; Yarmush, Martin L. ; Uygun, Korkut. / A metabolic index of ischemic injury for Perfusion-Recovery of cadaveric rat livers. In: PloS one. 2011 ; Vol. 6, No. 12.
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A metabolic index of ischemic injury for Perfusion-Recovery of cadaveric rat livers. / Perk, Sinem; Izamis, Maria Louisa; Tolboom, Herman; Uygun, Basak; Berthiaume, Francois; Yarmush, Martin L.; Uygun, Korkut.

In: PloS one, Vol. 6, No. 12, e28518, 14.12.2011.

Research output: Contribution to journalArticle

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