Chemical-analytical studies have led to the identification of approximately 3000 compounds in tobacco and 4000 in tobacco smoke. These include carcinogens in processed tobacco as well as tumor initiators, tumor promoters, cocarcinogens, and organ-specific carcinogens in tobacco smoke. The latter group includes N-nitrosamines, in particular those that derive from nicotine and other tobacco alkaloids, the TSNA. In vitro nitrosation of nicotine yields NNN, NNA, and NNK. Nitrosation of other tobacco alkaloids leads to the formation of NAT, and NAB. Our analytical studies using GC-TEA have led to the identification of seven TSNA in tobacco and tobacco smoke. In addition to NNN, NAT, NAB, and NNK, we also identified NNAL, iso-NNAL, and, most recently, iso-NNAC. Their levels range from 0.01 to 92 ppm in tobacco and from 6 to 530 ng/cigarette in tobacco smoke. The high levels observed in snuff are primarily due to fermentation and aging. Technological methods exist today to reduce the levels of TSNA in both tobacco and cigarette smoke.