Why More Nonsmoking Women Are Getting Lung Cancer. Lung cancer rates are rising in nonsmoking females, despite smoking being the leading cause of lung cancer 80% of related deaths. About two-thirds of lung cancers in nonsmokers now affect women. In the U.S., lung cancer is the top cause of cancer deaths in women, and while smoking is still a key risk, there are other factors to consider.