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Updated: Jul 17, 2025

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Spatial Profiling of Protein and RNA Expression in Tissue: An Approach to Fine-Tune Virtual Microdissection
Published on: July 6, 2022
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Charting the tumor microenvironment with spatial profiling technologies.
Mattia Toninelli1, Grazisa Rossetti1, Massimiliano Pagani2
1IFOM ETS, The AIRC Institute of Molecular Oncology, Milan, Italy.
Trends in Cancer
|September 6, 2023
Summary
Spatial profiling technologies offer new insights into the tumor microenvironment (TME) by preserving spatial context lost in single-cell RNA sequencing (scRNA-seq). This approach enhances cancer diagnosis and prognosis.
Area of Science:
- Oncology
- Molecular Biology
- Bioinformatics
Background:
- Single-cell RNA sequencing (scRNA-seq) provides cellular resolution of the tumor microenvironment (TME).
- scRNA-seq protocols require sample dissociation, losing crucial spatial context and cell interaction data.
- The physical organization of cells within the TME is vital for understanding tumor biology.
Purpose of the Study:
- To review the advancements in spatial profiling technologies for TME characterization.
- To explore the clinical potential of spatial profiling in cancer diagnosis and prognosis.
- To highlight the importance of spatial context in TME research.
Main Methods:
- Review of current spatial profiling technologies.
- Analysis of studies utilizing spatial profiling for TME analysis.
- Discussion of the integration of spatial data into diagnostic and prognostic models.
Main Results:
- Spatial profiling technologies retain the intricate spatial context of cells within the TME.
- These technologies capture dense networks of cell-cell interactions in intact tissues.
- Spatial profiling offers a more comprehensive understanding of TME architecture compared to dissociation-based methods.
Conclusions:
- Spatial profiling technologies are revolutionizing TME characterization by preserving spatial information.
- These methods hold significant promise for improving cancer patient diagnosis and prognosis.
- Future research should focus on integrating spatial profiling into clinical workflows for enhanced cancer care.

