Related Experiment Video
Updated: Jun 22, 2026

A Flow Cytometry-Based Cell Surface Protein Binding Assay for Assessing Selectivity and Specificity of an Anticancer Aptamer
Published on: September 13, 2022
A mathematical feasibility argument for the use of aptamers in chemotherapy and imaging
Khalid Boushaba1, Howard Levine, Marit Nilsen Hamilton
1Department of Mathematics, Iowa State University, Ames, IA 50011, USA. boushaba@iastate.edu
Abstract:
A challenge for drug design is to create molecules with optimal functions that also partition efficiently into the appropriate in vivo compartment(s). This is particularly true in cancer treatments because cancer cells upregulate their expression of multidrug resistance transporters, which necessitates a higher concentration of extracellular drug to promote sufficiently high intracellular concentrations for cell killing. Pharmacokinetics can be improved by ancillary molecules, such as cyclodextrins, that increase the effective concentrations of hydrophobic drugs in the blood by providing hydrophobic binding pockets. However, the extent to which the extracellular concentration of drug can be increased is limited. A second approach, different from the 'push' mechanism just discussed, is a 'pull' mechanism by which the effective intracellular concentrations of a drug is increased by a molecule with an affinity for the drug that is located inside the cell. Here we propose and give a proof in principle that intracellular RNA aptamers might perform this function. The mathematical model considers the following: Suppose I denotes a drug (inhibitor) that must be distributed spatially throughout a cell, but that tends to remain outside the cell due the transport properties of the cell membrane. Suppose that E, an enzyme that binds to I, is expressed by the cell and remains in the cell. It may be that the equilibrium E+I[right arrow over left arrow]{k(-1)k(1)}P is not sufficiently far enough to the right to drive enough free inhibitor into the cell to completely inhibit the enzyme. Here we evaluate the use of an intracellular aptamer with affinity for the inhibitor (I) to increase the efficiency of inhibitor transport across the cell membrane and thus drive the above equilibrium further to the right than would ordinarily be the case. We show that this outcome will occur if: (1) the aptamer neither binds too tightly nor too weakly to the inhibitor than the enzyme and (2) the aptamer is much more diffusible in the cell cytoplasm than the enzyme. Thus, we propose and show by simulation that an intracellular aptamer can be enlisted for an integrated approach to increasing inhibitor effectiveness and imaging aptamer-expressing cells.
Insights
Intracellular RNA aptamers can enhance drug delivery into cancer cells by acting as a
Area of Science:
- Drug discovery and development
- Molecular biology
- Pharmacokinetics
Background:
- Drug design faces challenges in achieving optimal function and efficient partitioning into target cellular compartments.
- Cancer cells' multidrug resistance transporters necessitate higher extracellular drug concentrations for effective intracellular drug levels.
- Current strategies like cyclodextrins have limitations in increasing extracellular drug concentrations.
Purpose of the Study:
- To propose and demonstrate the principle of using intracellular RNA aptamers as a 'pull' mechanism to increase intracellular drug concentrations.
- To investigate how intracellular aptamers can enhance drug transport across cell membranes and improve drug efficacy.
- To explore the potential of aptamers for a dual role in increasing inhibitor effectiveness and imaging aptamer-expressing cells.
Main Methods:
- Development of a mathematical model to simulate drug-enzyme interactions and the effect of intracellular aptamers.
- Analysis of drug (inhibitor) distribution, enzyme binding, and equilibrium shifts.
- Computational simulation to evaluate the proposed aptamer-based drug delivery strategy.
Main Results:
- Intracellular aptamers can increase the efficiency of inhibitor transport into cells.
- Optimal aptamer performance requires binding affinity comparable to the target enzyme and high cytoplasmic diffusibility.
- Simulations confirm that aptamers can drive the drug-enzyme equilibrium to enhance intracellular drug concentrations.
Conclusions:
- Intracellular RNA aptamers offer a novel 'pull' strategy to overcome drug resistance and improve drug delivery.
- The efficacy of this approach is dependent on specific aptamer-enzyme binding and diffusion characteristics.
- This strategy holds promise for enhancing cancer treatment and enabling targeted cell imaging.

