Of the 79 variables that were assessed, the following ones were shown to have a positive association with the outcome of interest in at least three publications (with no publications indicating a negative association): male gender, poor glycaemic control, PN, retinopathy and nephropathy, insulin use, duration of diabetes, smoking and height. This evidence concerns the gene INS and Nephropathy.