There could be a causation link between alcohol and suicide, but whether suicidal thoughts lead to alcohol or alcohol leads to suicidal thoughts is unknown.
Alternatively, both alcohol and suicidal thoughts could be the result of a 'hidden common cause', such as drugs or unemployment.