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.

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.

Related Concept Videos

Effect of Hepatic Disease on Pharmacokinetics: Pathophysiologic Assessment and Liver Function Test01:22

Effect of Hepatic Disease on Pharmacokinetics: Pathophysiologic Assessment and Liver Function Test

In clinical practice, the direct measurement of hepatic blood flow to evaluate liver function presents significant challenges due to the intricate and specialized nature of the necessary techniques. Consequently, healthcare professionals often rely on empirical estimates derived from thorough patient examinations and liver function tests to gauge liver health. Among the tools at their disposal, the Child–Pugh and MELD scoring systems stand out for their ability to categorize and assess the...
Effect of Hepatic Disease on Pharmacokinetics: Drug Dosing and Hepatic Blood Flow01:26

Effect of Hepatic Disease on Pharmacokinetics: Drug Dosing and Hepatic Blood Flow

Chronic liver disease significantly impacts drug metabolism due to alterations in hepatic blood flow and enzyme accessibility. This disruption affects the body's pharmacokinetics—the movement and processing of drugs within the system. Key enzymes crucial for metabolizing medications become less accessible, changing how drugs are processed and utilized. Furthermore, liver disease influences the synthesis of plasma proteins, such as albumin and globulins, which play critical roles in drug binding...
Clinical Trials: Overview01:11

Clinical Trials: Overview

Clinical development focuses on how the drug will interact with the human body and encompasses four key phases of clinical trials, each serving a specific purpose in assessing the safety and effectiveness of new drugs. These phases overlap and build upon one another. Phase I involves a small group of healthy volunteers (typically 20-80 individuals) or, in cases where significant toxicity is expected, patients with the targeted disease, such as cancer or AIDS. The volunteers are tested for...
Clinical Trials01:16

Clinical Trials

Clinical trials are prospective experimental studies conducted on humans to determine the safety and efficacy of treatments, drugs, diet methods, and medical devices. Using statistics in clinical trials enables researchers to derive reasonable and accurate conclusions from the collected data, allowing them to make wise decisions in uncertain situations. In medical research, statistical methods are crucial for preventing errors and bias.
There are four phases in a clinical trial. A phase one...
Effect of Hepatic Disease on Pharmacokinetics: Active Drug, Metabolite and Fraction of Metabolized Drug01:14

Effect of Hepatic Disease on Pharmacokinetics: Active Drug, Metabolite and Fraction of Metabolized Drug

In pharmacotherapy, monitoring drug concentrations is paramount, especially for drugs whose therapeutic effects hinge on both the active compound and its metabolite. Hepatic impairment profoundly influences drug potency by altering liver function. If the drug is more potent than its metabolite, impaired liver function amplifies drug activity due to elevated drug concentration levels. Conversely, if the metabolite holds greater potency, diminished liver function diminishes drug activity by...
Types of Biopharmaceutical Studies: Controlled and Non-Controlled Approaches01:23

Types of Biopharmaceutical Studies: Controlled and Non-Controlled Approaches

Biopharmaceutical studies constitute a vital field aiming to enhance drug delivery methods and refine therapeutic approaches, drawing upon diverse interdisciplinary knowledge. In research methodologies, the choice between controlled and non-controlled studies significantly influences the study's reliability and accuracy.
Non-controlled studies, commonly employed for initial exploration, lack a control group, rendering them susceptible to biases and external influences. In contrast, controlled...