Examples of studies which have investigated medicine initiation as a proxy for an adverse medicine event include, insulin initiation as a proxy for acute hyperglycaemia associated with olanzapine initiation[10], and antitussive medicine initiation as a proxy for cough associated with ACE inhibitors[3,4]. The gene discussed is ACE; the disease is Hyperglycemia.