Not exactly drug induced or a mental Illness but Ronald Fisher, arguably the father of modern statistics, went to great lengths to prove cancer caused smoking due to his personal convictions[1].
[1] http://www.epidemiology.ch/history/PDF%20bg/Stolley%20PD%201...
Even when you're talking about geniuses it's important to separate the wheat from the chaff.