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Updated: May 5, 2026

Quantitation of Protein Expression and Co-localization Using Multiplexed Immuno-histochemical Staining and Multispectral Imaging
Published on: April 8, 2016
Practical quantification of immunohistochemistry antigen concentrations and reaction-diffusion parameters
Woody Perng1, Berenice Mbiribindi2, Benjamin Thomas Andrews3
1Research Pathology, Genentech, Inc., South San Francisco, CA 94080, USA.
This study introduces a new method to quantify immunohistochemistry (IHC) by modeling reaction-diffusion kinetics. This allows for more accurate measurement of antigen concentration in FFPE samples, improving diagnostic accuracy.
Area of Science:
- Biomedical research
- Diagnostic medicine
- Biophysics
Background:
- Immunohistochemistry (IHC) is widely used but lacks theoretical tools for interpretation.
- Current IHC protocols are often empirically optimized, limiting quantitative accuracy.
- Stain intensity is not directly interpretable as chemical antigen concentration.
Purpose of the Study:
- To develop practical theoretical and experimental tools for quantitative IHC analysis.
- To enable measurement of both antigen concentration and reaction-diffusion parameters in FFPE samples.
- To improve the objectivity and reliability of IHC interpretation.
Main Methods:
- Developed a fast interpolation method to model IHC reaction-diffusion behavior.
- Established experimental methods to characterize IHC kinetic parameters in FFPE samples.
- Integrated modeling and experimental methods for quantitative analysis.
Main Results:
- Direct immunofluorescent detection shows nanomolar sensitivity and a >1000-fold dynamic range.
- Antibody diffusion in FFPE samples can be >1000-fold slower than in aqueous solutions.
- Diffusion-limited conditions can affect IHC reaction time courses and antigen concentration interpretation.
Conclusions:
- The developed framework advances IHC from qualitative to quantitative analysis.
- Enables objective interpretation of IHC results across different conditions and labs.
- Allows IHC staining to be interpreted as molar concentrations, improving biological correlation analysis.
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