Analysis of volatile organic compounds (VOCs) is a new attractive non-invasive field in medical diagnostics. The principle behind this approach is based on the fact that cancers cells are distinguished from normal cell in their metabolism rate, cell apoptosis pathways and protein expression patterns and thus emit and or consume various VOCs. These VOCs can be detected either directly from the headspace of the cancer cells or via the exhaled breath.