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Updated: Jun 29, 2026

Human Liver Microphysiological System for Assessing Drug-Induced Liver Toxicity In Vitro
Published on: January 31, 2022
Using controlled clinical trials to learn more about acute drug-induced liver injury
Paul B Watkins1, Paul J Seligman, John S Pears
1Hamner Center for Drug Safety Sciences, University of North Carolina, Chapel Hill, NC, USA.
Abstract:
Drug-induced liver injury (DILI) is of major interest to hepatologists and clinicians in general, patients, government regulators, and the pharmaceutical industry. Understanding why this form of injury occurs only in certain individuals has major implications for the development and availability of drug therapies and in the prevention of these events. A single controlled clinical trial may be unlikely to show cases of such rare events, but in the aggregate, clinical trials offer a unique resource for learning more about individual susceptibility and developing truly predictive new biomarkers for DILI. We pose the question as to whether clinical trials could be modified or improved to provide data that would better answer some of the outstanding issues. At a recent (March 2008) public meeting, experts from academia, industry, and regulatory bodies discussed several major issues regarding liver safety in clinical trials including: what signals of liver injury should justify stopping administration of study drug or allowing it to continue; if deliberate rechallenge should be done and under what circumstances; whether patients with liver disease should be included in clinical trials; and what kinds of new biomarkers will be needed to answer these questions more clearly. Past clinical trials have not provided data to settle those issues, and reliance has defaulted to consensus of expert opinions. Modified and better clinical trials with standardized collection of data and biospecimens are probably the best source of new and potentially valuable information to supplant current rules based on consensus of expert opinions and to understand by what mechanisms and how to distinguish those individuals who are susceptible to severe DILI.
Insights
Clinical trials can be improved to better identify individuals susceptible to drug-induced liver injury (DILI). Standardized data collection in modified trials is key to understanding DILI mechanisms and developing predictive biomarkers.
Area of Science:
- Hepatology
- Clinical Pharmacology
- Biomarker Discovery
Background:
- Drug-induced liver injury (DILI) is a significant concern for healthcare professionals, patients, and regulatory bodies.
- Understanding individual susceptibility to DILI is crucial for drug development and patient safety.
- Current clinical trials often lack sufficient data to fully elucidate DILI mechanisms or identify susceptible individuals.
Purpose of the Study:
- To explore how clinical trials can be modified to generate better data on DILI.
- To address key issues in assessing liver safety during clinical trials.
- To identify needs for improved biomarkers for predicting DILI.
Main Methods:
- Discussion among experts from academia, industry, and regulatory agencies.
- Review of past clinical trial data limitations regarding DILI.
- Proposal for modified clinical trial designs with standardized data and biospecimen collection.
Main Results:
- Past trials have not adequately settled critical questions regarding DILI management and patient selection.
- Expert consensus currently guides many decisions, highlighting a need for empirical data.
- Modified trials offer a promising avenue for gathering valuable information.
Conclusions:
- Enhanced clinical trials with standardized data and biospecimen collection are essential for advancing DILI research.
- Such trials can provide empirical evidence to refine current practices and expert opinions.
- The ultimate goal is to understand DILI mechanisms and identify individuals at risk for severe injury.
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