Nature Microbiology, Published online: 01 September 2026; doi:10.1038/s41564-026-02472-7 MetaCAT is a computational framework to assess host–microbiome interaction via a combination of high-accuracy and efficient microbial genome reconstruction and metagenome-wide association studies with the host physiology using metagenomics data.