APP and Alzheimer disease: In this study, a modified workflow, inspired by the TransPath‐C pipeline, was applied to microarray data from three widely used AD animal models (APP/PS1, 3×Tg, and 5×FAD) and used to assess their translatability to human datasets and identify phenotype‐defining pathways conserved across species.