Cross hybridization Inference for Phylogenetic Resolution (CIPHR)-FISH enables microbiome imaging with strain level taxonomic resolution
Emmanuel E. Adade, Ruogu Wang, Colin M. Henneberry, Alex A. Lemus, Rebecca J. Stevick, David Pérez-Pascual, Bianca Audrain, Alexa J Orsino, Dylan R. Farnsworth, Jean‐Marc Ghigo, Alex M. Valm
CIPHR-FISH improves microbiome imaging by enabling strain-level taxonomic resolution through machine learning and probe design, revealing spatial community structures in zebrafish.
bioRxiv · Feb 27, 2026 · PreprintMicrobiology