The purpose of this study is partly to discover new potential biomarkers in human breath associated with diabetes and from this, try and understand what confounding factors may affect its efficacy. The investigators believe that these confounding factors maybe sex, age, diet and food and others. Without a deep understanding of these variables, it will be impossible to develop a new generation of person monitoring tools.