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High Phylogenetic Resolution Fluorescence In Situ Hybridization (HiPR-FISH) is a cutting-edge technology designed to analyze the spatial ecology of microbial communities at single-cell resolution. It uses a combination of binary encoding, spectral imaging, and machine learning-based decoding to create micron-scale maps of microbial species in complex communities.
The technology uses spectral imaging to capture the fluorescence emission spectra of cells. These spectra are then decoded using machine learning algorithms to identify specific microbial species. HiPR-FISH is used to map the spatial organization of microbial communities in tissues and environments. It has been applied to study the [mouse gut microbiome](brain://Pj6fDLVCAkG0v1Fu6of_Kw/MouseGutMic…