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This is a summary of: Wilk, A. J., Shalek, A. K., Holmes, S. & Blish, C. A. Comparative analysis of cell–cell communication at single-cell resolution. Nat. Biotechnol. https://doi.org/10.1038/s41587-023-01782-z (2023).