The disease is a major cause of bacterial meningitis, and can cause severe illness when bacteria invades the blood, lungs or joints.
Children and young adults are said to be particularly at risk.
Children born to mothers who smoked during pregnancy were three times more likely to also have this problem, the study said.
Scientist's say aren't sure how tobacco smoke affects these children, but encourage adults not to smoke in the home or around children.