Can't speak for parent, but birth control pills artificially boost estrogen levels.

My wife just emerged from a multiyear battle with aggressive HER2/ER/PR positive breast cancer after taking decades of birth control pills.

Correlation is not causation, but NHS are extremely strict about chemically induced menopause via Tamoxifen now, to suppress her natural estrogen production.