Trinh, AnneAnneTrinhLädrach, ClaudiaClaudiaLädrachDawson, HeatherHeatherDawsonTen Hoorn, SanneSanneTen HoornKuppen, Peter J KPeter J KKuppenReimers, Marlies SMarlies SReimersKoopman, MiriamMiriamKoopmanPunt, Cornelis J ACornelis J APuntLugli, AlessandroAlessandroLugli0000-0002-9264-5185Vermeulen, LouisLouisVermeulenZlobec, IntiIntiZlobec0000-0001-6741-30002024-10-072024-10-072018-11https://boris-portal.unibe.ch/handle/20.500.12422/60951BACKGROUND Tumour budding is an important prognostic factor in colorectal cancer (CRC). Molecular profiling of tumour buds suggests (partial) epithelial-mesenchymal transition and cancer stem-cell phenotype, similarly described in the "mesenchymal" Consensus Molecular Subtype 4 (CMS4), which identifies a particularly poor prognostic subgroup. Here, we determine the association of tumour budding with CMS classification, prognosis, and response to therapy. METHODS AMC-AJCCII-90 cohort (n = 76, stage II) was evaluated for peritumoural budding on H&E slides. LUMC (n = 270, stage I-IV), CAIRO (n = 504, metastatic CRC) and CAIRO2 (n = 472, metastatic CRC) cohorts were investigated for intratumoural budding using pan-cytokeratin-stained tissue microarrays. Budding was scored as count/area, then classified as <5 or ≥5 buds. For all cohorts, CMS classifications were available (gene-expression/immunohistochemistry-based classifiers). RESULTS High (≥5) budding predicted a worse outcome in multivariate analysis in AMC-AJCCII-90 (p = 0.018), LUMC (p < 0.0001), and CAIRO (p = 0.03), and in CAIRO2 (continuous variable, p = 0.02). Tumour budding counts were higher in CMS4 compared to epithelial CMS2/3 cancers (p < 0.01, all), and associated with KRAS/BRAF mutations (p < 0.01, AMC-AJCCII-90, CAIRO, CAIRO2). CONCLUSION Tumour budding is an adverse prognostic factor across all CRC stages and is associated with the mesenchymal CMS4 phenotype. KRAS/BRAF mutations are strongly correlated with tumour budding suggesting their involvement in the regulation of this process.en500 - Science::570 - Life sciences; biology600 - Technology::610 - Medicine & healthTumour budding is associated with the mesenchymal colon cancer subtype and RAS/RAF mutations: a study of 1320 colorectal cancers with Consensus Molecular Subgroup (CMS) data.article10.7892/boris.1217353038582310.1038/s41416-018-0230-7