Computational epitope heterogeneity analysis in immunostainings from antibody-dilution series
Abstract
Antibodies are widely used in life sciences and medical therapy. Broadly applicable methods to determine epitope heterogeneity in immunostaining systems are missing. Here, we present a simple-to-use approach to characterize and quantify antibody binding properties that constitute the staining directly in the system of choice. We determine an epitope heterogeneity on the basis of a computational analysis of antibody-dilution immunofluorescence stainings. This allows us to choose signal-specificity maximizing dilutions and to improve signal quantification. Furthermore, the computational analysis provides approaches to obtain a single-channel antibody multiplexing. Our approach could help improving immunostainings in many laboratories by guiding the choice of antibody dilution, by increasing the possibility of antibody-multiplexing in the same color-channel and by allowing for the analysis of binding targets of multi-specific antibodies.
Fields of Study & Subjects
Monoclonal and Polyclonal Antibodies Research
Cell Image Analysis Techniques
Advanced Fluorescence Microscopy Techniques
Publication details
- Journal / source
- Communications Biology
- Volume
- 9
- Issue
- 1
- Pages
- 238–238
- Publication date
- 2 February 2026
- Language
- EN