Due to the low occurrence of cancer during pregnancy, limited data are available about outcome of infants exposed to chemotherapy in utero. We report the case of a newborn who developed transient ventricular hypocinesia and late-onset infection after in utero exposure to four epirubicin cycles for pregnancy-associated breast cancer. Moreover, we provide an overview of literature on neonatal outcome after anthracyclines-based chemotherapy regimen during pregnancy. Existing data support use of anthracyclines, as few cases of fetal cardiac toxicity were reported and most of short-term complications were transient. Need for prospective collection of data and longer follow-up is highly recognized.