It’s possible. “Breast issues” were reported in 8% of women using the combined pill in clinical trials according to the US National Library of Medicine. However, side effects such as these usually pass after a few months of use.
Talk to a doctor if you experience breast swelling, pain or tenderness that persists. And speak to a doctor immediately if you experience any changes in breast tissue (such as a lump).