Analytical Chemistry

Efficient simulation of arbitrary multi-component first-order binding kinetics for improved assay design and molecular assembly

Authors

Abstract

Traditional ELISA, long the workhorse for specific target protein detection using microplate wells, is nearing its fundamen-tal limit of sensitivity. New opportunities in healthcare call for in vitro diagnostic tests with ultra-high sensitivity. Magnetic bead-based ELISA formats have been developed that can reach unprecedented sensitivities order of magnitude better than are allowed for by the rate constants for a single ligand-receptor interaction. However, these ultra-high sensitivity assays are highly vulnerable to a host of confounding factors, including nonspecific binding from background molecules and loss of low-abundance target to tube walls and during wash steps. Moreover, optimization of workflow is often time-consuming and expensive. In this work, we present a simulation tool that allows users to graphically define arbitrary binding assays, includ-ing fully reversible first-order binding kinetics, timed addition of extra components, and timed wash steps. The tool is freely available as a user-friendly webapp. The framework is lightweight and fast, allowing for inexpensive simulation and visuali-zation of arbitrarily complex assay schemes, including but not limited to digital immunoassays, DNA hybridization, and enzyme kinetics, for validation and optimization of assay designs without requiring any programming knowledge from the user. We demonstrate some of these capabilities and provide practical guidance on assay simulation design.

Content

Thumbnail image of AssaySim_Manuscript.pdf

Supplementary material

Thumbnail image of AssaySim_SI.pdf
Supporting Information file for main manuscript
PDF file contains Supplementary Section S1: User Interface & Supplementary Section S2: Simple 2-component system

Supplementary weblinks

webapp to easily simulate arbitrary binding assays
freely available web app for Simulation tool described in main manuscript that allows users to graphically define arbitrary binding assays, including fully reversible first-order binding kinetics, timed addition of extra components, and timed wash steps. The tool is freely available as a user-friendly webapp. The framework is lightweight and fast, allowing for inexpensive simulation and visualization of arbitrarily complex assay schemes, including but not limited to digital immunoassays, DNA hybridization, and enzyme kinetics, for validation and optimization of assay designs without requiring any programming knowledge from the user.