The HP1-motif is enriched for cancer mutations and we find that an HP1 binding-deficient KDM2A mutant is inactive in an in vivo overexpression assay in zebrafish embryos underscoring the importance of HP1 binding for KDM2A function. The gene discussed is KDM2A; the disease is cancer.