Cancer remains the leading cause of death worldwide, claiming approximately 9.6 million lives annually—one in every six deaths—according to the World Health Organization (WHO). Among various types, breast cancer is uniquely linked to gender, primarily affecting women. According to the WHO, nearly half of diagnosed women have no major risk factors beyond being female and over 40, while others face risks such as obesity, alcohol consumption, genetics, and reproductive history.