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Yet taking too much B12 increases risk for lung cancer. [1] [2]

It's difficult to determine whether there is a selection bias. Many people who smoke, take Vitamin B12 supplements.

Anyways it's a good idea to not overdo these supplements.

It's really hard to be confident in a study that finds an effect in men and not women, with no plausible explanation for the difference.