Use of Pharmaco-Metabonomics for Early Prediction of Acetaminophen-Induced Hepatotoxicity in Humans

被引:121
作者
Winnike, J. H. [4 ]
Li, Z. [5 ]
Wright, F. A. [5 ]
Macdonald, J. M. [4 ]
O'Connell, T. M. [1 ,2 ]
Watkins, P. B. [2 ,3 ]
机构
[1] Univ N Carolina, Sch Pharm, Chapel Hill, NC 27515 USA
[2] Hamner UNC Inst Drug Safety Sci, Res Triangle Pk, NC USA
[3] Univ N Carolina, Dept Gastroenterol & Hepatol, Chapel Hill, NC USA
[4] Univ N Carolina, Dept Biomed Engn, Chapel Hill, NC USA
[5] Univ N Carolina, Dept Biostat, Chapel Hill, NC USA
基金
美国国家卫生研究院;
关键词
HYPERCREATINURIA; EXCRETION; TOXICITY; GLYCINE; INJURY;
D O I
10.1038/clpt.2009.240
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Achieving the ability to identify individuals who are susceptible to drug-induced liver injury (DILI) would represent a major advance in personalized medicine. Clayton et al. demonstrated that the pattern of endogenous metabolites in urine could predict susceptibility to acetaminophen-induced liver injury in rats. We designed a clinical study to test this approach in healthy adults who received 4 g of acetaminophen per day for 7 days. urine metabolite profiles obtained before the start of treatment were not sufficient to distinguish which of the subjects would develop mild liver injury, as indicated by a rise in alanine aminotransferase (ALT) to a level more than twice the baseline value (responders). However, profiles obtained shortly after the start of treatment, but prior to ALT elevation, could distinguish responders from nonresponders. statistical analyses revealed that predictive metabolites included those derived from the toxic metabolite N-acetyl paraquinone imine (NAPQI), but that the inclusion of endogenous metabolites was required for significant prediction. This "early-intervention pharmaco-metabonomics" approach should now be tested in clinical trials of other potentially hepatotoxic drugs.
引用
收藏
页码:45 / 51
页数:7
相关论文
共 23 条
[11]  
Russo M.W., 2007, DRUG INDUCED LIVER D, P207
[12]   Monitoring for Hepatotoxicity: What Is the Predictive Value of Liver "Function" Tests? [J].
Senior, J. R. .
CLINICAL PHARMACOLOGY & THERAPEUTICS, 2009, 85 (03) :331-334
[13]   Coexposure of Mice to Trovafloxacin and Lipopolysaccharide, a Model of Idiosyncratic Hepatotoxicity, Results in a Unique Gene Expression Profile and Interferon Gamma-Dependent Liver Injury [J].
Shaw, Patrick J. ;
Ditewig, Amy C. ;
Waring, Jeffrey F. ;
Liguori, Michael J. ;
Blomme, Eric A. ;
Ganey, Patricia E. ;
Roth, Robert A. .
TOXICOLOGICAL SCIENCES, 2009, 107 (01) :270-280
[14]   Susceptibility of human metabolic phenotypes to dietary modulation [J].
Stella, Cinzia ;
Beckwith-Hall, Bridgette ;
Cloarec, Olivier ;
Holmes, Elaine ;
Lindon, John C. ;
Powell, Jonathan ;
van der Ouderaa, Frans ;
Bingham, Sheila ;
Cross, Amanda J. ;
Nicholson, Jeremy K. .
JOURNAL OF PROTEOME RESEARCH, 2006, 5 (10) :2780-2788
[15]   Orthogonal projections to latent structures (O-PLS) [J].
Trygg, J ;
Wold, S .
JOURNAL OF CHEMOMETRICS, 2002, 16 (03) :119-128
[16]   Chemometrics in metabonomics [J].
Trygg, Johan ;
Holmes, Elaine ;
Lundstedt, Torbjorn .
JOURNAL OF PROTEOME RESEARCH, 2007, 6 (02) :469-479
[17]   EFFECT OF GLYCINE ON VALPROATE TOXICITY IN RAT HEPATOCYTES [J].
VANCE, MA ;
GRAY, PD ;
TOLMAN, KG .
EPILEPSIA, 1994, 35 (05) :1016-1022
[18]   Using Controlled Clinical Trials to Learn More About Acute Drug-Induced Liver Injury [J].
Watkins, Paul B. ;
Seligman, Paul J. ;
Pears, John S. ;
Avigan, Mark I. ;
Senior, John R. .
HEPATOLOGY, 2008, 48 (05) :1680-1689
[19]   Aminotransferase elevations in healthy adults receiving 4 grams of acetaminophen daily - A randomized controlled trial [J].
Watkins, Paul B. ;
Kaplowitz, Neil ;
Slattery, John T. ;
Colonese, Connie R. ;
Colucci, Salvatore V. ;
Stewart, Paul W. ;
Harris, Stephen C. .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2006, 296 (01) :87-93
[20]   Visualization of GC/TOF-MS-based metabolomics data for identification of biochemically interesting compounds using OPLS class models [J].
Wiklund, Susanne ;
Johansson, Erik ;
Sjostrom, Lina ;
Mellerowicz, Ewa J. ;
Edlund, Ulf ;
Shockcor, John P. ;
Gottfries, Johan ;
Moritz, Thomas ;
Trygg, Johan .
ANALYTICAL CHEMISTRY, 2008, 80 (01) :115-122