The diagnosis of breast cancer during pregnancy is a rare event, but it is more frequent in our daily clinical practice due to the progressing aging of pregnant women. The management of a woman affected by pregnancy-associated breast cancer (PABC) remains a challenge for the clinician as it is related to ethical and psychological decisions. Here, we retrospectively described 10 cases of PABC in women treated at our Institution. All cases were discussed in the multidisciplinary team. We reviewed available literature data on the topic. Nine out 10 patients were diagnosed with localized breast cancer. The remaining patients were presented with metastatic de novo disease. Median age was 37.5 years (range 26-42). Seven patients presented with grade 3 tumor and 9 patients had Ki-67 value higher than 30%. All but 2 patients received neoadjuvant chemotherapy consisting of sequential anthracyclines and cyclophosphamide followed by weekly paclitaxel during pregnancy. No safety concerns or complications during delivery for both the mothers and the babies were reported. Breast cancer during pregnancy is a challenging clinical situation and all the decisions need to consider both the patients and the fetus safety. Data from our series and from literature confirm the safety of standard chemotherapy approach starting from the second trimester of gestation. More research and effort are needed to offer these patients excellent outcomes and it is mandatory that cases should be closely followed up by a multidisciplinary team.