Related Experiment Video
Updated: Aug 16, 2026

Pharmacophore Modeling for Targets with Extensive Ligand Libraries: A Case Study on SARS-CoV-2 Mpro
Published on: September 26, 2025
Targeting drugs to combinations of receptors: a modeling analysis of potential specificity
Michael R Caplan1, Elena V Rosca
1Harrington Department of Bioengineering, Arizona State University, P.O. Box 879709, Tempe, Arizona 85287, USA. michael.caplan@asu.edu
Abstract:
Targeting drugs to specific cells by conjugating the drug to an antibody or ligand for a cell surface receptor currently requires that the receptor be uniquely over-expressed by the target cell (the target cell over-expresses a particular receptor in comparison with untargeted cells, which do display this receptor type but a lesser number of them). Here we develop a mathematical model to predict the behavior of multivalent ligand-drug constructs containing two different ligands for two different receptors, which would allow targeting cells that do not uniquely over-express any receptor. In this model, target cells express both receptors at a high level; whereas, untargeted cells express one receptor type at the high level but the other at a lower level. The model predicts that these heterovalent conjugates (containing two different types of ligands) can achieve specificity even when the target cell does not uniquely over-express any one receptor type. Using the current approach, constructs in which only one ligand type is used will bind as much to untargeted cells as to the target cells. Therefore, this combination strategy can enormously expand the number of applications for which cell surface receptor targeting of drugs is an appropriate option.
Insights
This study introduces a mathematical model for heterovalent ligand-drug conjugates. These constructs can target specific cells by binding to multiple receptors, improving drug delivery accuracy.
Area of Science:
- Biotechnology
- Computational Biology
- Pharmacology
Background:
- Current cell targeting strategies rely on unique overexpression of cell surface receptors by target cells.
- This limits the application of receptor-targeted drug delivery systems.
Purpose of the Study:
- To develop a mathematical model for predicting the behavior of multivalent ligand-drug constructs with two different ligands for two different receptors.
- To enable targeted drug delivery to cells that do not uniquely overexpress any single receptor.
Main Methods:
- Development of a mathematical model to simulate the binding dynamics of heterovalent ligand-drug conjugates.
- Analysis of targeting specificity based on differential receptor expression levels between target and untargeted cells.
Main Results:
- The model predicts that heterovalent conjugates can achieve high specificity even when target cells do not uniquely overexpress any single receptor.
- Constructs with a single ligand type show similar binding to both target and untargeted cells.
Conclusions:
- Heterovalent conjugates offer a novel strategy for cell surface receptor targeting.
- This approach significantly expands the potential applications of targeted drug delivery systems.
Related Concept Videos
Dose-Response Relationship: Selectivity and Specificity
The Two-State Receptor Model
The binding affinity of a drug determines its interaction with one...
Drug-Receptor Interactions
Several parameters, such as the drug's affinity for its receptor and its efficacy, which is its ability to activate the receptor, determine the drug's effect on the tissue.
Targets for Drug Action: Overview
Receptors are either membrane-spanning or intracellular proteins, which upon binding a ligand, get activated and transmit the signal downstream to elicit a response. Drugs bind receptors, either mimicking the action of endogenous ligands or blocking the receptor activity to bring about a modified response. Nearly 35% of approved drugs target the G...
Principles of Drug Action
Drugs can be agonists or antagonists. Like the endogenous ligands, agonists always bind and activate the target to produce a cellular response. Agonist binding induces a conformational change which in turn...
Structure-Activity Relationships and Drug Design
SAR studies the intricate relationship between a drug's chemical structure and biological activity. It focuses on understanding how modifications to a drug's structure can influence its...
