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. 2025 Sep 4;188(18):5100-5117.e26.
doi: 10.1016/j.cell.2025.05.027. Epub 2025 Jun 17.

STAMP: Single-cell transcriptomics analysis and multimodal profiling through imaging

Affiliations

STAMP: Single-cell transcriptomics analysis and multimodal profiling through imaging

Emanuele Pitino et al. Cell. .

Abstract

Single-cell RNA sequencing has revolutionized our understanding of cellular diversity but remains constrained by scalability, high costs, and the destruction of cells during analysis. To overcome these challenges, we developed STAMP (single-cell transcriptomics analysis and multimodal profiling), a highly scalable approach for the profiling of single cells. By leveraging transcriptomics and proteomics imaging platforms, STAMP eliminates sequencing costs, enabling cost-efficient single-cell genomics of millions of cells. Immobilizing (stamping) cells in suspension onto imaging slides, STAMP supports multimodal (RNA, protein, and H&E) profiling, while retaining cellular structure and morphology. We demonstrate STAMP's versatility by profiling peripheral blood mononuclear cells, cell lines, and stem cells. We highlight the capability of STAMP to identify ultra-rare cell populations, simulate clinical applications, and show its utility for large-scale perturbation studies. In total, we present data for 10,962,092 high-quality cells/nuclei and 6,030,429,954 transcripts. STAMP makes high-resolution cellular profiling more accessible, scalable, and affordable.

Keywords: cell atlas; circulating tumor cells; genomics; imaging; multimodal; phenotyping; proteomics; single cell; stem cells; transcriptomics.

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Conflict of interest statement

Declaration of interests H.H. is co-founder and chief scientific officer of Omniscope, a scientific advisory board member at Nanostring/Bruker and Mirxes, a consultant for Moderna and Singularity, and has received honoraria from Genentech. L.G.M. is scientific advisor of ArgenTag. L.G.M. and J.T.P. have filed a patent application based on this work (US Provisional Patent Application no. 63/723,044;63/737,985).

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