Nature Reviews Cancer, Published online: 08 June 2026; doi:10.1038/s41568-026-00949-5In this Tools of the Trade article, Bassel Ghaddar describes the development of PRISM, an efficient computational pipeline for microbial species detection and decontamination from genomic sequencing data, enabling the study of microbial associations with cancer.