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Automated Quantification of Hematopoietic Cell – Stromal Cell Interactions in Histological Images of Undecalcified Bone
Published on: April 8, 2015
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Ultra-high-scale cytometry-based cellular interaction mapping
Dominik Vonficht1,2,3, Lea Jopp-Saile1,2,3,4,5, Schayan Yousefian4,5,6
1Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH), Heidelberg, Germany.
Nature Methods
|August 7, 2025
Summary
Interact-omics is a new cytometry framework that maps cellular interactions across all immune cells at high resolution and scale. This method enables detailed study of immunotherapies and infection responses.
Area of Science:
- Immunology
- Systems Biology
- Biomedical Science
Background:
- Cellular interactions are crucial for development, tissue homeostasis, and immunity.
- Existing single-cell genomic methods for studying cell interactions have limitations in throughput, cost, and cell type specificity.
Purpose of the Study:
- To introduce Interact-omics, a cytometry-based framework for mapping cellular landscapes and interactions.
- To enable ultra-high resolution and large-scale analysis of all immune cell types and their interactions.
Main Methods:
- Development of a cytometry-based framework named Interact-omics.
- Application of the framework to analyze cellular interactions in immunotherapy and infection models.
Main Results:
- Accurate mapping of cellular landscapes and interactions across all immune cell types at ultra-high resolution and scale.
- Demonstration of utility in studying immunotherapy kinetics, mode of action, and personalized response prediction.
- Analysis of organism-wide cellular composition and interaction dynamics following in vivo infection.
Conclusions:
- Interact-omics offers a scalable solution for mapping cellular interactions.
- The framework can be applied to existing or new cytometry datasets.
- Broad applications in fundamental biology and applied biomedicine, including immunotherapy and infection research.

