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Cells work alongside with their local atmosphere to total world tissue fair. By harnessing gene–gene covariation in mobile neighborhoods from spatial transcriptomics info, the covariance atmosphere (COVET) niche representation and the environmental variational inference (ENVI) info integration components mannequin phenotype–microenvironment interplay and reconstruct the spatial context of dissociated single-cell RNA sequencing datasets.
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References
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Moses, L. & Pachter, L. Museum of spatial transcriptomics. Nat. Strategies 19, 534–546 (2022). A assessment article that covers most up-to-date inclinations in multiplexed spatial dimension technologies and analysis ideas.
Article
CAS
PubMedGoogle Scholar
-
Azizi, E. et al. Single-cell intention of diverse immune phenotypes in the breast tumor microenvironment. Cell 174, 1293–1308 (2018). This paper analyzes breast tumor immune info, exhibiting that gene–gene covariance is a sturdy measure that overcomes artifacts comparable to technical batch outcomes.
Article
CAS
PubMed
PubMed CentralGoogle Scholar
-
Burdziak, C. et al. Epigenetic plasticity cooperates with cell–cell interactions to enlighten pancreatic tumorigenesis. Science 380, eadd5327 (2023). This paper profiles genetic mouse units of pancreatic most cancers to demonstrate that oncogenic mutation and tissue misery reshape communication between receptor and ligand gene modules in the tumor microenvironment.
Article
CAS
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PubMed CentralGoogle Scholar
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Right here’s a summary of: Haviv, D. et al. The covariance atmosphere defines mobile niches for spatial inference. Nat. Biotechnol. https://doi.org/10.1038/s41587-024-02193-4 (2024)
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Taking pictures and modeling mobile niches from dissociated single-cell and spatial info.
Nat Biotechnol (2024). https://doi.org/10.1038/s41587-024-02207-1
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DOI: https://doi.org/10.1038/s41587-024-02207-1