Application of genomics in preclinical drug safety evaluation

Peter G Lord1, Alex Nie, Michael McMillian

  • 1Johnson & Johnson Pharmaceutical Research & Development LLC, Raritan, NJ 08869, USA. plord@prdus.jnj.com

Insights

Toxicogenomics uses gene expression profiling to predict drug safety and understand molecular mechanisms of toxicity. This approach aids early drug development decisions and identifies novel toxicity biomarkers.

Area of Science:

  • Pharmacology and Toxicology
  • Genomics
  • Biomarker Discovery

Background:

  • Traditional toxicology relies on in vivo studies for drug safety assessment.
  • Emerging -omics technologies, particularly genomics, are integrated into preclinical studies.
  • Toxicogenomics leverages gene expression profiling for enhanced drug safety evaluation.

Purpose of the Study:

  • To assess drug safety by understanding biological responses to xenobiotics.
  • To integrate genomics approaches into drug development for predictive toxicology.
  • To gain mechanistic insights into drug toxicities across species.

Main Methods:

  • Utilizing gene expression arrays to monitor genome-wide gene responses.
  • Applying toxicogenomic approaches in preclinical studies.
  • Confirming potential mechanisms with conventional biochemical, toxicological, and pathological methods.

Main Results:

  • Gene expression profiling enables early decisions on compound developability.
  • Toxicogenomic approaches provide mechanistic insights into drug toxicities.
  • Development of a knowledge base for molecular-level toxicity characterization.

Conclusions:

  • Toxicogenomics successfully aids predictive toxicology and early drug development.
  • Gene expression data facilitates understanding of molecular events underlying adverse drug reactions.
  • This field supports the identification of novel biomarkers for toxicity.

Related Concept Videos

Pharmacogenomics: Identification of New Drug Targets01:29

Pharmacogenomics: Identification of New Drug Targets

Advances in genomics have profoundly influenced drug discovery by increasing both the speed and accuracy of pharmaceutical development. Pharmacogenomics, which examines how genetic variation influences drug response, facilitates the identification of novel therapeutic targets and enables patient stratification for personalized treatment. These strategies contribute to improved drug efficacy, minimized adverse effects, and more efficient clinical trial design.Mapping genetic differences...
25
Pharmacogenetic Phenotypes: Alterations in Pharmacokinetics, Drug Targets and Biologic Milieu01:29

Pharmacogenetic Phenotypes: Alterations in Pharmacokinetics, Drug Targets and Biologic Milieu

Genetic variations significantly influence drug response through pharmacokinetics, receptor interactions, and biologic milieu modifications. Pharmacokinetic alterations impact drug metabolism and clearance, affecting efficacy and toxicity. Variants in drug-metabolizing enzymes, such as CYP2C9 and CYP2C19, alter drug activation and elimination. For example, CYP2C9 loss-of-function variants require lower warfarin doses to prevent excessive bleeding, while CYP2C19 variants reduce clopidogrel...
18
Pharmacogenetics of Drug Metabolism: Overview01:27

Pharmacogenetics of Drug Metabolism: Overview

Genetic polymorphism in drug metabolism is crucial to the inter-individual variability observed in drug responses. Drug metabolism primarily involves the chemical modification of drugs and other xenobiotics to enhance their elimination by increasing their polarity. Two main classes of enzymes mediate this biotransformation process: Phase I enzymes, primarily cytochrome P450s, catalyze oxidation and reduction reactions, while other enzymes, such as esterases, mediate hydrolysis, and Phase II...
23
Pharmacogenetics and Pharmacogenomics: Overview01:29

Pharmacogenetics and Pharmacogenomics: Overview

Pharmacogenetics and pharmacogenomics examine how genetic factors influence an individual's response to drugs. While pharmacogenetics focuses on the impact of specific genetic variants on drug effects, pharmacogenomics takes a broader approach, studying how genetic variation across populations contributes to differences in drug responses. These fields aim to explain why individuals may experience varying levels of efficacy or adverse reactions to the same medication.Variability in drug...
20
Preclinical Development: Overview01:28

Preclinical Development: Overview

Preclinical development consists of a series of tests that ensure the safety and efficacy of a new therapeutic compound before it is tested in humans. There are four main phases to this process. First, safety pharmacology tests are conducted to ensure the drug does not produce any acutely harmful effects. These tests examine parameters such as bronchoconstriction, cardiac dysrhythmias, blood pressure changes, and ataxia. Next, preliminary toxicological testing is performed to determine the...
6.1K
Genetic Screens02:46

Genetic Screens

Genetic screens are tools used to identify genes and mutations responsible for phenotypes of interest. Genetic screens help identify individuals or a group of people at risk of developing  genetic diseases and help them with early intervention, targeted therapy, and reproductive options.
Forward genetic screens
Forward or “classical” genetic screens involve creating random mutations in an organism’s DNA using radiation, mutagens, or insertion of additional bases, which...
5.8K