Utility of spherical human liver microtissues for prediction of clinical drug-induced liver injury

被引:229
作者
Proctor, William R. [1 ]
Foster, Alison J. [2 ,4 ]
Vogt, Jennifer [1 ]
Summers, Claire [2 ,4 ]
Middleton, Brian [3 ,4 ]
Pilling, Mark A. [3 ,4 ]
Shienson, Daniel [5 ]
Kijanska, Monika [6 ]
Stroebel, Simon [6 ]
Kelm, Jens M. [6 ]
Morgan, Paul [2 ,4 ]
Messner, Simon [6 ]
Williams, Dominic [2 ,4 ]
机构
[1] Genentech Inc, Dept Safety Assessment, Invest Toxicol, 1 DNA Way, San Francisco, CA 94080 USA
[2] AstraZeneca, Drug Safety & Metab, Alderley Pk, Macclesfield SK10 4TG, Cheshire, England
[3] AstraZeneca, Discovery Sci, Alderley Pk, Macclesfield SK10 4TG, Cheshire, England
[4] Cambridge Sci Pk, Cambridge CB4 0WG, Cambs, England
[5] Genentech Inc, Nonclin Biostat, Prod Dev, 1 DNA Way, San Francisco, CA 94080 USA
[6] InSphero AG, Wagistr 27, CH-8952 Schlieren, Switzerland
关键词
DILI; Spheroid culture; Microtissue; Hepatocyte; Hepatotoxicity; Drug discovery; SALT EXPORT PUMP; PRIMARY HUMAN HEPATOCYTES; CYTOCHROME-P450; EXPRESSION; ADVERSE-REACTIONS; ORAL MEDICATIONS; CELL-LINES; HEPATOTOXICITY; RISK; TOXICITY; CULTURE;
D O I
10.1007/s00204-017-2002-1
中图分类号
R99 [毒物学(毒理学)];
学科分类号
100405 ;
摘要
Drug-induced liver injury (DILI) continues to be a major source of clinical attrition, precautionary warnings, and post-market withdrawal of drugs. Accordingly, there is a need for more predictive tools to assess hepatotoxicity risk in drug discovery. Three-dimensional (3D) spheroid hepatic cultures have emerged as promising tools to assess mechanisms of hepatotoxicity, as they demonstrate enhanced liver phenotype, metabolic activity, and stability in culture not attainable with conventional two-dimensional hepatic models. Increased sensitivity of these models to drug-induced cytotoxicity has been demonstrated with relatively small panels of hepatotoxicants. However, a comprehensive evaluation of these models is lacking. Here, the predictive value of 3D human liver (hLiMT) to identify known hepatotoxicants using a panel of 110 drugs with and without clinical DILI has been assessed in comparison to plated two-dimensional primary human hepatocytes (PHH). Compounds were treated long-term (14 days) in hLiMT and acutely (2 days) in PHH to assess drug-induced cytotoxicity over an 8-point concentration range to generate IC50 values. Regardless of comparing IC50 values or exposure-corrected margin of safety values, hLiMT demonstrated increased sensitivity in identifying known hepatotoxicants than PHH, while specificity was consistent across both assays. In addition, hLiMT out performed PHH in correctly classifying hepatotoxicants from different pharmacological classes of molecules. The hLiMT demonstrated sufficient capability to warrant exploratory liver injury biomarker investigation (miR-122, HMGB1, alpha-GST) in the cell-culture media. Taken together, this study represents the most comprehensive evaluation of 3D spheroid hepatic cultures up to now and supports their utility for hepatotoxicity risk assessment in drug discovery.
引用
收藏
页码:2849 / 2863
页数:15
相关论文
共 53 条
[1]   Human Drug-Induced Liver Injury Severity Is Highly Associated With Dual Inhibition of Liver Mitochondrial Function and Bile Salt Export Pump [J].
Aleo, Michael D. ;
Luo, Yi ;
Swiss, Rachel ;
Bonin, Paul D. ;
Potter, David M. ;
Will, Yvonne .
HEPATOLOGY, 2014, 60 (03) :1015-1022
[2]   DIAGNOSTIC-TESTS-2 - PREDICTIVE VALUES .4. [J].
ALTMAN, DG ;
BLAND, JM .
BRITISH MEDICAL JOURNAL, 1994, 309 (6947) :102-102
[3]   DIAGNOSTIC-TESTS-3 - RECEIVER OPERATING CHARACTERISTIC PLOTS .7. [J].
ALTMAN, DG ;
BLAND, JM .
BRITISH MEDICAL JOURNAL, 1994, 309 (6948) :188-188
[4]   High-Mobility Group Box-1 Protein and Keratin-18, Circulating Serum Proteins Informative of Acetaminophen-Induced Necrosis and Apoptosis In Vivo [J].
Antoine, Daniel J. ;
Williams, Dominic P. ;
Kipar, Anja ;
Jenkins, Rosalind E. ;
Regan, Sophie L. ;
Sathish, Jean G. ;
Kitteringham, Neil R. ;
Park, B. Kevin .
TOXICOLOGICAL SCIENCES, 2009, 112 (02) :521-531
[5]   Characterization of primary human hepatocyte spheroids as a model system for drug-induced liver injury, liver function and disease [J].
Bell, Catherine C. ;
Hendriks, Delilah F. G. ;
Moro, Sabrina M. L. ;
Ellis, Ewa ;
Walsh, Joanne ;
Renblom, Anna ;
Puigvert, Lisa Fredriksson ;
Dankers, Anita C. A. ;
Jacobs, Frank ;
Snoeys, Jan ;
Sison-Young, Rowena L. ;
Jenkins, Rosalind E. ;
Nordling, Asa ;
Mkrtchian, Souren ;
Park, B. Kevin ;
Kitteringham, Neil R. ;
Goldring, Christopher E. P. ;
Lauschke, Volker M. ;
Ingelman-Sundberg, Magnus .
SCIENTIFIC REPORTS, 2016, 6
[6]   Risk Factors for Idiosyncratic Drug-Induced Liver Injury [J].
Chalasani, Naga ;
Bjornsson, Einar .
GASTROENTEROLOGY, 2010, 138 (07) :2246-2259
[7]   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
[8]   DILIrank: the largest reference drug list ranked by the risk for developing drug-induced liver injury in humans [J].
Chen, Minjun ;
Suzuki, Ayako ;
Thakkar, Shraddha ;
Yu, Ke ;
Hu, Chuchu ;
Tong, Weida .
DRUG DISCOVERY TODAY, 2016, 21 (04) :648-653
[9]   Toward predictive models for drug-induced liver injury in humans: are we there yet? [J].
Chen, Minjun ;
Bisgin, Halil ;
Tong, Lillian ;
Hong, Huixiao ;
Fang, Hong ;
Borlak, Juergen ;
Tong, Weida .
BIOMARKERS IN MEDICINE, 2014, 8 (02) :201-213
[10]   High Lipophilicity and High Daily Dose of Oral Medications Are Associated With Significant Risk for Drug-Induced Liver Injury [J].
Chen, Minjun ;
Borlak, Juergen ;
Tong, Weida .
HEPATOLOGY, 2013, 58 (01) :388-396