Metabolomics discloses donor liver biomarkers associated with early allograft dysfunction

被引:80
作者
Cortes, Miriam [1 ]
Pareja, Eugenia [1 ]
Garcia-Canaveras, Juan C. [1 ,2 ]
Donato, M. Teresa [1 ,2 ]
Montero, Sandra [3 ]
Mir, Jose [1 ]
Castell, Jose V. [1 ,2 ]
Lahoz, Agustin [1 ]
机构
[1] Hosp La Fe, Inst Invest Sanitaria Fdn, Unidad Hepatol Expt, Valencia 46009, Spain
[2] Univ Valencia, Fac Med, CIBERehd,Dept Bioquim & Biol Mol, FIS,FCtr Invest Biomed Red Enfermedade Hepat & Di, E-46003 Valencia, Spain
[3] Hosp La Fe, Inst Invest Sanitaria Fdn, Unidad Analit, Valencia 46009, Spain
关键词
Liver transplant; Liver dysfunction; Lipidomics; Mass spectrometry; Primary non-function; GRAFT FUNCTION; MASS-SPECTROMETRY; RISK-FACTORS; BILE-ACID; NONALCOHOLIC STEATOHEPATITIS; TRANSPLANTATION; EXPRESSION; RAT; LYSOPHOSPHATIDYLCHOLINE; LIPOAPOPTOSIS;
D O I
10.1016/j.jhep.2014.04.023
中图分类号
R57 [消化系及腹部疾病];
学科分类号
100201 [内科学];
摘要
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 nonfunction (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. (C) 2014 European Association for the Study of the Liver. Published by Elsevier B. V. All rights reserved.
引用
收藏
页码:564 / 574
页数:11
相关论文
共 52 条
[1]
Evolution of indications and results of liver transplantation in Europe. A report from the European Liver Transplant Registry (ELTR) [J].
Adam, Rene ;
Karam, Vincent ;
Delvart, Valerie ;
O'Grady, John ;
Mirza, Darius ;
Klempnauer, Jurgen ;
Castaing, Denis ;
Neuhaus, Peter ;
Jamieson, Neville ;
Salizzoni, Mauro ;
Pollard, Stephen ;
Lerut, Jan ;
Paul, Andreas ;
Carlos Garcia-Valdecasas, Juan ;
Juan Rodriguez, Fernando San ;
Burroughs, Andrew .
JOURNAL OF HEPATOLOGY, 2012, 57 (03) :675-688
[2]
Ceramide induces hepatocyte cell death through disruption of mitochondrial function in the rat [J].
Arora, AS ;
Jones, BJ ;
Patel, TC ;
Bronk, SF ;
Gores, GJ .
HEPATOLOGY, 1997, 25 (04) :958-963
[3]
Intraoperative Tissue Identification Using Rapid Evaporative Ionization Mass Spectrometry [J].
Balog, Julia ;
Sasi-Szabo, Laszlo ;
Kinross, James ;
Lewis, Matthew R. ;
Muirhead, Laura J. ;
Veselkov, Kirill ;
Mirnezami, Reza ;
Dezso, Balazs ;
Damjanovich, Laszlo ;
Darzi, Ara ;
Nicholson, Jeremy K. ;
Takats, Zoltan .
SCIENCE TRANSLATIONAL MEDICINE, 2013, 5 (194)
[4]
Waitlist mortality decreases with increased use of extended criteria donor liver grafts at adult liver transplant centers [J].
Barshes, N. R. ;
Horwitz, I. B. ;
Franzini, L. ;
Vierling, J. M. ;
Goss, J. A. .
AMERICAN JOURNAL OF TRANSPLANTATION, 2007, 7 (05) :1265-1270
[5]
Early Graft Dysfunction After Liver Transplantation [J].
Briceno, J. ;
Ciria, R. .
TRANSPLANTATION PROCEEDINGS, 2010, 42 (02) :631-633
[6]
Prediction of Graft Dysfunction Based on Extended Criteria Donors in the Model for End-Stage Liver Disease Score Era [J].
Briceno, Javier ;
Ciria, Ruben ;
de la Mata, Manuel ;
Rufian, Sebastian ;
Lopez-Cillero, Pedro .
TRANSPLANTATION, 2010, 90 (05) :530-539
[7]
Personal Omics Profiling Reveals Dynamic Molecular and Medical Phenotypes [J].
Chen, Rui ;
Mias, George I. ;
Li-Pook-Than, Jennifer ;
Jiang, Lihua ;
Lam, Hugo Y. K. ;
Chen, Rong ;
Miriami, Elana ;
Karczewski, Konrad J. ;
Hariharan, Manoj ;
Dewey, Frederick E. ;
Cheng, Yong ;
Clark, Michael J. ;
Im, Hogune ;
Habegger, Lukas ;
Balasubramanian, Suganthi ;
O'Huallachain, Maeve ;
Dudley, Joel T. ;
Hillenmeyer, Sara ;
Haraksingh, Rajini ;
Sharon, Donald ;
Euskirchen, Ghia ;
Lacroute, Phil ;
Bettinger, Keith ;
Boyle, Alan P. ;
Kasowski, Maya ;
Grubert, Fabian ;
Seki, Scott ;
Garcia, Marco ;
Whirl-Carrillo, Michelle ;
Gallardo, Mercedes ;
Blasco, Maria A. ;
Greenberg, Peter L. ;
Snyder, Phyllis ;
Klein, Teri E. ;
Altman, Russ B. ;
Butte, Atul J. ;
Ashley, Euan A. ;
Gerstein, Mark ;
Nadeau, Kari C. ;
Tang, Hua ;
Snyder, Michael .
CELL, 2012, 148 (06) :1293-1307
[8]
Exploring Mass Spectrometry Suitability to Examine Human Liver Graft Metabonomic Profiles [J].
Cortes, M. ;
Pareja, E. ;
Castell, J. V. ;
Moya, A. ;
Mir, J. ;
Lahoz, A. .
TRANSPLANTATION PROCEEDINGS, 2010, 42 (08) :2953-2958
[9]
Gene expression profiling of human liver transplants identifies an early transcriptional signature associated with initial poor graft function [J].
Defamie, V. ;
Cursio, R. ;
Le Brigand, K. ;
Moreilhon, C. ;
Saint-Paul, M. -C. ;
Laurens, M. ;
Crenesse, D. ;
Cardinaud, B. ;
Auberger, P. ;
Gugenheim, J. ;
Barbry, P. ;
Mari, B. .
AMERICAN JOURNAL OF TRANSPLANTATION, 2008, 8 (06) :1221-1236
[10]
Duffy John P, 2007, Clin Transpl, P165