The DOI matches its Crossref record.
High Daily Dose and Being a Substrate of Cytochrome P450 Enzymes Are Two Important Predictors of Drug-Induced Liver Injury
Abstract
Drug-induced liver injury (DILI) is complicated and difficult to predict. It has been observed that drugs with extensive hepatic metabolism have a higher likelihood of causing DILI. Cytochrome P450 (P450) enzymes are primarily involved in hepatic metabolism. Identifying the associations of DILI with drugs that are P450 substrates, inhibitors, or inducers will be extremely helpful to clinicians during the decision-making process of caring for a patient suspected of having DILI. We collected metabolism data on P450 enzymes for 254 orally administered drugs in the Liver Toxicity Knowledge Base Benchmark Dataset with a known daily dose, and applied logistic regression to identify these associations. We revealed that drugs that are substrates of P450 enzymes have a higher likelihood of causing DILI [odds ratio (OR), 3.99; 95% confidence interval (95% CI), 2.07-7.67; P < 0.0001], which is dose-independent, and drugs that are P450 inhibitors have a higher likelihood of generating DILI only when they are administered at high daily doses (OR, 6.03; 95% CI, 1.32-27.5; P = 0.0098). However, drugs that are P450 inducers are not observed to be associated with DILI (OR, 1.55; 95% CI, 0.65-3.68; P = 0.3246). Our findings will be useful in identifying the suspected medication as a cause of liver injury in clinical settings.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Concomitant drugs can modulate the metabolism of other drugs through induction, inhibition, or substrate competition, particularly the CYP450 reaction, thus affecting the individual risk of iDILI.
“Concomitant drugs can modulate the metabolism of other drugs through induction, inhibition, or substrate competition, and particularly the CYP 450 reaction, thus affecting the individual risk of iDILI [35].”
From Chinese guideline for the diagnosis and treatment of drug-induced liver injury: an update (2024) · cites this paper as [35]
Citations
Cites
No references could be resolved yet.
Research works printed but not linked: 31
- Banks, 1995, Diclofenac-associated hepatotoxicity: analysis of 180 cases reported to the Food and Drug Administration as adverse reactions, Hepatology, 22, 820, 10.1002/hep.1840220320 · DOI
- Chen, 2013, High lipophilicity and high daily dose of oral medications are associated with significant risk for drug-induced liver injury, Hepatology, 58, 388, 10.1002/hep.26208 · DOI · Paper page
- Chen, 2011, FDA-approved drug labeling for the study of drug-induced liver injury, Drug Discov Today, 16, 697, 10.1016/j.drudis.2011.05.007 · DOI · Paper page
- Chen, 2013, The liver toxicity knowledge base: a systems approach to a complex end point, Clin Pharmacol Ther, 93, 409, 10.1038/clpt.2013.16 · DOI
- Helfgott, 1990, Diclofenac-associated hepatotoxicity, JAMA, 264, 2660, 10.1001/jama.1990.03450200068033 · DOI
- Hollenberg, 2002, Characteristics and common properties of inhibitors, inducers, and activators of CYP enzymes, Drug Metab Rev, 34, 17, 10.1081/DMR-120001387 · DOI
- Ibáñez, 2002, Prospective surveillance of acute serious liver disease unrelated to infectious, obstructive, or metabolic diseases: epidemiological and clinical features, and exposure to drugs, J Hepatol, 37, 592, 10.1016/S0168-8278(02)00231-3 · DOI
- Jaeschke, 2002, Mechanisms of hepatotoxicity, Toxicol Sci, 65, 166, 10.1093/toxsci/65.2.166 · DOI
- Javier Rodríguez-González, 2002, Orthotopic liver transplantation after subacute liver failure induced by therapeutic doses of ibuprofen, Am J Gastroenterol, 97, 2476, 10.1016/S0002-9270(02)04372-1 · DOI
- Kalgutkar, 2005, A comprehensive listing of bioactivation pathways of organic functional groups, Curr Drug Metab, 6, 161, 10.2174/1389200054021799 · DOI
- Keisu, 2010, Drug-induced liver injury in humans: the case of ximelagatran., Handb Exp Pharmacol, 196, 407, 10.1007/978-3-642-00663-0_13 · DOI
- Kirchheiner, 2005, Clinical consequences of cytochrome P450 2C9 polymorphisms, Clin Pharmacol Ther, 77, 1, 10.1016/j.clpt.2004.08.009 · DOI
- Lee, 2008, Acute liver failure: Summary of a workshop, Hepatology, 47, 1401, 10.1002/hep.22177 · DOI
- Li, 2002, A review of the common properties of drugs with idiosyncratic hepatotoxicity and the “multiple determinant hypothesis” for the manifestation of idiosyncratic drug toxicity, Chem Biol Interact, 142, 7, 10.1016/S0009-2797(02)00051-0 · DOI
- Lin, 2000, Route-dependent nonlinear pharmacokinetics of a novel HIV protease inhibitor: involvement of enzyme inactivation, Drug Metab Dispos, 28, 460, 10.1016/S0090-9556(24)15064-7 · DOI
- Markowitz, 2003, Effect of St John’s wort on drug metabolism by induction of cytochrome P450 3A4 enzyme, JAMA, 290, 1500, 10.1001/jama.290.11.1500 · DOI
- Meibohm, 2002, How important are gender differences in pharmacokinetics?, Clin Pharmacokinet, 41, 329, 10.2165/00003088-200241050-00002 · DOI
- Mohutsky, 2010, Hepatic drug-metabolizing enzyme induction and implications for preclinical and clinical risk assessment, Toxicol Pathol, 38, 799, 10.1177/0192623310375099 · DOI
- Park, 2005, The role of metabolic activation in drug-induced hepatotoxicity, Annu Rev Pharmacol Toxicol, 45, 177, 10.1146/annurev.pharmtox.45.120403.100058 · DOI
- Parkinson, 2004, The effects of gender, age, ethnicity, and liver cirrhosis on cytochrome P450 enzyme activity in human liver microsomes and inducibility in cultured human hepatocytes, Toxicol Appl Pharmacol, 199, 193, 10.1016/j.taap.2004.01.010 · DOI
- Russo, 2004, Liver transplantation for acute liver failure from drug induced liver injury in the United States, Liver Transpl, 10, 1018, 10.1002/lt.20204 · DOI · Paper page
- Stepan, 2011, Structural alert/reactive metabolite concept as applied in medicinal chemistry to mitigate the risk of idiosyncratic drug toxicity: a perspective based on the critical examination of trends in the top 200 drugs marketed in the United States, Chem Res Toxicol, 24, 1345, 10.1021/tx200168d · DOI
- Stine, 2013, Drug-induced liver injury in the elderly, Curr Gastroenterol Rep, 15, 299, 10.1007/s11894-012-0299-8 · DOI
- Tanaka, 1998, Clinically important pharmacokinetic drug-drug interactions: role of cytochrome P450 enzymes, J Clin Pharm Ther, 23, 403, 10.1046/j.1365-2710.1998.00086.x · DOI
- Tanaka, 1999, Gender-related differences in pharmacokinetics and their clinical significance, J Clin Pharm Ther, 24, 339, 10.1046/j.1365-2710.1999.00246.x · DOI · Paper page
- Uetrecht, 2007, Idiosyncratic drug reactions: current understanding, Annu Rev Pharmacol Toxicol, 47, 513, 10.1146/annurev.pharmtox.47.120505.105150 · DOI
- Walgren, 2005, Role of metabolism in drug-induced idiosyncratic hepatotoxicity, Crit Rev Toxicol, 35, 325, 10.1080/10408440590935620 · DOI
- Wells, 1992, Dose-dependent fluconazole hepatotoxicity proven on biopsy and rechallenge, J Infect, 24, 111, 10.1016/0163-4453(92)91346-D · DOI
- Williams, 2004, Drug-drug interactions for UDP-glucuronosyltransferase substrates: a pharmacokinetic explanation for typically observed low exposure (AUCi/AUC) ratios, Drug Metab Dispos, 32, 1201, 10.1124/dmd.104.000794 · DOI
- Wolbold, 2003, Sex is a major determinant of CYP3A4 expression in human liver, Hepatology, 38, 978, 10.1002/hep.1840380424 · DOI
- Zhou, 2009, Polymorphism of human cytochrome P450 enzymes and its clinical impact, Drug Metab Rev, 41, 89, 10.1080/03602530902843483 · DOI
Cited by
Sorted by citations
Utility of spherical human liver microtissues for prediction of clinical drug-induced liver injury
Proctor, W. R., Foster, A. J., Vogt, J., Summers, C., Middleton, B., Pilling, M. A., Shienson, D., Kijanska, M., Ströbel, S., Kelm, J. M., et al. (2017) · Archives of Toxicology · doi:10.1007/s00204-017-2002-1 · Cited by 328
“For example, high daily dose (>100 mg) and lipophilicity (log P > 3) (Chen et al. 2013), significant hepatic metabolism (>50% dose) (Lammert et al. 2010), and being a substrate for CYP450 enzymes (Yu et al. 2014) have all been positively associated with clinical incidence of DILI.”
BackgroundPredicting Drug-Induced Liver Injury with Bayesian Machine Learning
Williams, D. P., Lazic, S. E., Foster, A. J., Semenova, E., & Morgan, P. (2020) · Chemical Research in Toxicology · doi:10.1021/acs.chemrestox.9b00264 · Cited by 124
Chinese guideline for the diagnosis and treatment of drug-induced liver injury: an update
Mao, Y., Ma, S., Liu, C., Liu, X., Su, M., Li, D., Li, Y., Chen, G., Chen, J., Chen, J., et al. (2024) · Hepatology International · doi:10.1007/s12072-023-10633-7 · Cited by 62
Metadata
- Authors
- Yu, K., Geng, X., Chen, M., Zhang, J., Wang, B., Ilic, K., & Tong, W.
- Venue
- Drug Metabolism and Disposition
- Publisher
- Elsevier BV
- Published
- 2014-04
- Volume
- 42
- Issue
- 4
- Pages
- 744-750
- ISSN
- 0090-9556
- Cited by
- 150
- References
- 0
- Language
- en
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review