Metabolomics analysis of plasma reveals voriconazole-induced hepatotoxicity is associated with oxidative stress

被引:11
作者
Wu, Shin-Lun [1 ]
Cheng, Chih-Ning [1 ]
Wang, Chi-Chuan [1 ,2 ,3 ]
Lin, Shu-Wen [1 ,2 ,3 ]
Kuo, Ching-Hua [1 ,3 ,4 ]
机构
[1] Natl Taiwan Univ, Coll Med, Sch Pharm, Taipei, Taiwan
[2] Natl Taiwan Univ, Coll Med, Grad Inst Clin Pharm, Taipei, Taiwan
[3] Natl Taiwan Univ Hosp, Dept Pharm, Taipei, Taiwan
[4] Natl Taiwan Univ, Ctr Genom & Precis Med, Taipei, Taiwan
关键词
Metabolomics; Voriconazole; Hepatotoxicity; Plasma; Oxidative Stress; INDUCED LIVER-INJURY; CAUSALITY ASSESSMENT; ADVERSE REACTIONS; O-GLCNAC; GLUTAMINE; DRUGS; METABOLISM; DISEASE; BIOLOGY; RISK;
D O I
10.1016/j.taap.2020.115157
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Voriconazole is one of the most frequently used antifungal drugs for the initial treatment of invasive aspergillosis, but liver-related adverse events occur frequently and usually lead to drug discontinuation. Moreover, the mechanism of voriconazole-induced hepatotoxicity remains unsettled. A holistic understanding of its mechanism is critical to prevent liver-related adverse events. Metabolomics has been demonstrated to be a helpful strategy for investigating drug-induced toxicity. This study aimed to utilize human plasma samples to investigate the mechanism of voriconazole-induced hepatotoxicity through a metabolomics approach. Patients that were administered voriconazole were classified into a voriconazole-induced hepatotoxicity group and control group (n = 65, 18% hepatotoxicity). Plasma samples were analyzed by targeted metabolomics using ultra-performance liquid chromatography coupled with triple quadrupole mass spectrometry. The obtained peak areas for each metabolite were utilized for correlation analysis, fold change evaluation, and univariate statistical tests to identify metabolites associated with voriconazole-induced hepatotoxicity. This study showed a significantly lower glutamine-to-glutamate ratio (p = .04) and a higher beta-N-acetylglucosamine (p = .003) in the voriconazole-induced hepatotoxicity group, implying the presence of oxidative stress. Other significant metabolites also indicated several adaptive responses to oxidative stress in patients with voriconazole-induced toxicity, including cell repair, energy production, and alteration to bile acid hemostasis. Furthermore, a metabolite panel consisting of alpha-ketoglutarate, glycocholate, and beta-N-acetylglucosamine demonstrated better performance for detecting voriconazole-induced hepatotoxicity than conventional liver function tests. These metabolomics findings reveal that voriconazole-induced hepatotoxicity is associated with oxidative stress.
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页数:8
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共 43 条
[1]   Outcome of acute idiosyncratic drug-induced liver injury:: Long-term follow-up in a hepatotoxicity registry [J].
Andrade, Raul J. ;
Lucena, M. Isabel ;
Kaplowitz, Neil ;
Garcia-Munoz, Beatriz ;
Borraz, Yolanda ;
Pachkoria, Ketevan ;
Garcia-Cortes, Miren ;
Fernandez, M. Carmen ;
Pelaez, Gloria ;
Rodrigo, Luis ;
Duran, Jose A. ;
Costa, Joan ;
Planas, Ramon ;
Barriocanal, Anabel ;
Guarner, Carlos ;
Romero-Gomez, Manuel ;
Munoz-Yague, Teresa ;
Salmeron, Javier ;
Hidalgo, Ramon .
HEPATOLOGY, 2006, 44 (06) :1581-1588
[2]   EASL Clinical Practice Guidelines: Drug-induced liver injury [J].
Andrade, Raul J. ;
Aithal, Guruprasad P. ;
Bjornsson, Einar S. ;
Kaplowitz, Neil ;
Kullak-Ublick, Gerd A. ;
Karlsen, Tom H. .
JOURNAL OF HEPATOLOGY, 2019, 70 (06) :1222-1261
[3]   Asparagine synthetase: regulation by cell stress and involvement in tumor biology [J].
Balasubramanian, Mukundh N. ;
Butterworth, Elizabeth A. ;
Kilberg, Michael S. .
AMERICAN JOURNAL OF PHYSIOLOGY-ENDOCRINOLOGY AND METABOLISM, 2013, 304 (08) :E789-E799
[4]   CAUSALITY ASSESSMENT OF ADVERSE REACTIONS TO DRUGS .2. AN ORIGINAL MODEL FOR VALIDATION OF DRUG CAUSALITY ASSESSMENT METHODS - CASE-REPORTS WITH POSITIVE RECHALLENGE [J].
BENICHOU, C ;
DANAN, G ;
FLAHAULT, A .
JOURNAL OF CLINICAL EPIDEMIOLOGY, 1993, 46 (11) :1331-1336
[5]  
BENICHOU C, 1990, J HEPATOL, V11, P272
[6]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[7]   A little sugar goes a long way: The cell biology of O-GlcNAc [J].
Bond, Michelle R. ;
Hanover, John A. .
JOURNAL OF CELL BIOLOGY, 2015, 208 (07) :869-880
[8]   Global and Multi-National Prevalence of Fungal Diseases-Estimate Precision [J].
Bongomin, Felix ;
Gago, Sara ;
Oladele, Rita O. ;
Denning, David W. .
JOURNAL OF FUNGI, 2017, 3 (04)
[9]   Causes, Clinical Features, and Outcomes From a Prospective Study of Drug-induced Liver Injury in the United States [J].
Chalasani, Naga ;
Fontana, Robert J. ;
Bonkovsky, Herbert L. ;
Watkins, Paul B. ;
Davern, Timothy ;
Serrano, Jose ;
Yang, Hongqiu ;
Rochon, James .
GASTROENTEROLOGY, 2008, 135 (06) :1924-1934
[10]   Urea-induced ROS generation causes insulin resistance in mice with chronic renal failure [J].
D'Apolito, Maria ;
Du, Xueliang ;
Zong, Haihong ;
Catucci, Alessandra ;
Maiuri, Luigi ;
Trivisano, Tiziana ;
Pettoello-Mantovani, Massimo ;
Campanozzi, Angelo ;
Raia, Valeria ;
Pessin, Jeffrey E. ;
Brownlee, Michael ;
Giardino, Ida .
JOURNAL OF CLINICAL INVESTIGATION, 2010, 120 (01) :203-213