Breast cancer originates from the epithelial cells lining the ducts or lobules of the breast. These cells undergo malignant transformation, leading to the formation of carcinomas. The most common types are ductal carcinoma in situ (DCIS) and invasive ductal carcinoma (IDC), which can be distinguished based on histological examination.