Subarachnoid hemorrhage results from bleeding into the lining between the brain's surface and underlying brain tissue, researchers said.
Although these are more common among women than they are among men, the reasons for this difference were unclear.
While smoking is the main risk factor, researchers have now examined the association between smoking habits and subarachnoid hemorrhage.
"Female sex has been described as an independent risk factor for subarachnoid hemorrhage, but we found strong evidence that the elevated risk in women is explained by vulnerability to smoking," said Joni Valdemar Lindbohm from University of Helsinki in Finland.
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Although cigarette smoking was linked to an increased risk of subarachnoid hemorrhage among both sexes, women faced the highest risk.
Researchers found that among light smokers (1 to 10 cigarettes per day), women were 2.95 times more likely to have subarachnoid hemorrhage compared to non-smokers, while men who smoked comparable amounts of cigarettes were 1.93 times more likely.
Women who smoked 11 to 20 cigarettes per day were 3.89 times more likely to have subarachnoid hemorrhage compared to non-smokers, while men who smoked comparable amounts of cigarettes were 2.13 times more likely, researchers said.
The study found that subarachnoid hemorrhage risk significantly decreased among former smokers. Women and men that quit smoking more than six months earlier had comparable risk to non-smokers.
"There is no safe level of smoking. Naturally the best option is never to start. Quitting smoking, however, can reduce the risk for subarachnoid hemorrhage in both sexes," said Lindbohm.
The study participants included 65,521 adults in Finish national surveys. Slightly more than half of participants were women, and their average age was 45 years.