UC San Diego and Stanford researchers unveiled AmpliconSuite, an end-to-end computational toolkit for identifying the architecture and mechanism of dangerous gene amplifications from standard whole-genome sequencing. The pipeline reconstructs amplified regions, classifies whether events reflect ecDNA-driven amplification versus other mechanisms, and packages improved algorithms into a community repository built on more than 15,000 publicly available samples.