Drug Safety Assessment Based on Target Affinity, Drug Exposure and Plasma Protein Binding: Drug-Induced
Simona Catozzi1, Fianne Sips2, Niccolò Totis1
1InSilicoTrials Technologies S.p.A., 34123 Trieste, Italy.
Abstract:
Cardiac safety assessment is an integral part of drug discovery and development. Drug candidates that adversely affect cardiac or hemodynamic function should be discontinued early unless a favorable benefit-risk ratio for patients can be justified. In this hypothesis-generating work, we aimed to develop a conceptual framework for informing early safety risk assessment based on in vitro drug affinities to pharmacological targets. For illustration, we used the drug-induced cardiotoxicity rank (DICTrank) data comprising 1318 drugs with cardiac safety concerns according to FDA labeling. The data was enriched with information on affinity to the most plausible mechanistic targets, clinical drug exposure, and human plasma protein binding. We descriptively identified 18 target classes potentially associated with elevated cardiovascular risk: potassium channels (accounting alone for 20% of the 'most concern' safety group); adrenergic, dopamine, serotonin, androgen, sex hormone, and opioid receptors; cyclooxygenase; sodium and calcium channels; muscarinic and glucocorticoid receptors; phosphodiesterase; topoisomerase; angiotensin-converting enzyme; angiotensin II type 1 receptor; monoamine transporters, and acetylcholinesterase. Overall, 80% of the 'most concern' drugs compared with only 12% of the 'no concern' drugs were associated with these targets in this exploratory descriptive analysis. Concentration-response analyses revealed differences in target potency and free drug exposure that appeared associated with variability in the severity of cardiotoxicity among drugs acting on the same target. This framework demonstrates how in vitro data can be used to benchmark new compounds early in development, enabling the timely discontinuation of candidates associated with substantial risk.
Insights
Early cardiac safety assessment can be improved by analyzing drug affinities to specific targets. This approach helps identify potential cardiotoxicity risks in drug candidates, enabling timely discontinuation and improving patient safety.
Area of Science:
- Pharmacology
- Drug Development
- Cardiovascular Safety
Background:
- Cardiac safety is crucial in drug discovery, necessitating early identification of cardiotoxic candidates.
- Discontinuation of drugs with adverse cardiac effects is vital unless benefits outweigh risks.
Purpose of the Study:
- To develop a framework for early safety risk assessment using in vitro drug target affinities.
- To identify specific pharmacological targets associated with drug-induced cardiotoxicity.
Main Methods:
- Utilized drug-induced cardiotoxicity rank (DICTrank) data for 1318 drugs.
- Enriched data with target affinities, clinical exposure, and protein binding information.
- Descriptively analyzed associations between 18 target classes and cardiovascular risk.
Main Results:
- Identified 18 target classes potentially linked to cardiovascular risk, including potassium channels (20% of 'most concern' drugs).
- 80% of 'most concern' drugs targeted these classes versus 12% of 'no concern' drugs.
- Concentration-response analyses showed target potency and free drug exposure correlate with cardiotoxicity severity.
Conclusions:
- In vitro drug target affinity data can inform early safety assessments.
- This framework enables benchmarking of new compounds to facilitate early discontinuation of high-risk candidates.
- Proactive identification of cardiotoxicity risks enhances drug development and patient safety.
Related Concept Videos
Drug toxicity: Drug–Drug Interaction
Drug Toxicity: Risk factors
Drug toxicity: Idiosyncratic Reactions
Pharmacokinetic–Pharmacodynamic Relationship: Exposure, Response and Effect
Drug Toxicity: Dose-Dependent Reactions
Pharmacogenetics of Drug Targets: β₂-Adrenergic Receptors, Apo E, Thymidylate Synthase


