high density lipoprotein cholesterol, triglycerides, and fasting glucose. This model also provided good discrimination of incident cases of diabetes, with an area under the receiver operating characteristics curve of 0.85.8 Notably, the addition of other non-routinely collected measures of glucose metabolism such as the homoeostasis model assessment, fasting insulin, or two hour oral glucose tolerance test did not improve the risk prediction.8