In fact, some studies have shown that consuming extra beta-carotene can actually increase risk of lung cancer in smokers. Several randomized trials have confirmed that cancer patients who took antioxidants supplements during their treatments actually had worse outcomes. In one randomized trial, women who took antioxidant supplements had higher rates of skin cancer than those who didn’t.