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Mapping the Tumor Microenvironment with Integrative Single-Cell RNA Sequencing and Spatial Proteomics: Uncovering
Ashley P Tsang1, Ahmed M Elhossiny1,2, Marina Pasca Di Magliano2
1Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA.
Abstract:
Understanding complex diseases such as cancer requires insight into both the intrinsic properties of individual cells and their interactions within the tumor microenvironment. Integrating single-cell RNA sequencing (scRNA-seq), which captures transcriptional states, with spatial proteomics, which provides spatially resolved protein expression data, offers a powerful opportunity to unravel disease mechanisms. In this protocol, we describe a framework that unifies scRNA-seq and spatial proteomics into a joint graph-based representation. This approach enables accurate prediction of disease pathologies and reveals critical cell-cell interactions that drive disease progression.
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