e11532 Background: Adjuvant!Online is a very useful tool for prognosis assessment of early breast cancer (EBC) patients. In the validation study, made on mostly untreated (45%) Canadian EBC patients, Adjuvant!Online proved to be a very reliable prognostic tool. The aim of our study was to validate Adjuvant!Online on EBC patients mainly treated with some kind of adjuvant systemic therapy. Methods: 753 EBC patients diagnosed and treated at the Institute of Oncology Ljubljana, Slovenia, with at least 10-year follow-up were included into the study. All patients received radical local therapy. Adjuvant chemotherapy (ChT) was either CMF or anthracycline-based schema and hormonal therapy (HT) was mainly tamoxifen. Adjuvant!Online 8.0 individual prediction of OS was calculated (with default value of “minor problems” as comorbidity for all patients). The average prediction over all patients was compared to the observed 10-year OS. Results: The predicted and observed 10-year OS of the whole group were 65.5% and 61.5%, respectively. The differences between predicted and observed OS did not differ substantially in the subgroups of patients stratified according to the classical prognostic factors, however, a large difference was found when stratifying by adjuvant systemic therapy. The puzzling difference in patients without systemic therapy (ST) can be both due to small group size and due to special selection of these patients (comorbidity). Conclusions: According to our observation, Adjuvant!Online is a reliable tool for prognosis assessment in EBC patients treated with HT, but it seems to overestimate prognosis in patients treated with ChT, alone or in combination with HT. This is evident even for our collective of EBC patients mainly treated with the first generation ChT - CMF or anthracyclines. Apparently, both Adjuvant!Online and Overview overestimate the positive effect of ChT, disregarding the biologic characteristics of the tumors and inherent effect of HT in HR+ patients. [Table: see text] No significant financial relationships to disclose.