Computational epitope heterogeneity analysis in immunostainings from antibody-dilution series
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.
Authors
- Dominik Tschimmel
- Steffen Waldherr (ORCID: https://orcid.org/0000-0002-0936-579X)
- Tim Hucho (ORCID: https://orcid.org/0000-0002-4147-9308)
- Momina Saeed
- Maria Milani
Institutions
- University of Vienna (AT)
- University of Cologne (DE)
- University Hospital Cologne (DE)
Publication Details
- Journal
- Communications Biology
- Published
- 2026-02-02
- DOI
- https://doi.org/10.1038/s42003-026-09517-x
- Primary Topic
- Monoclonal and Polyclonal Antibodies Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00