Further, direct cancer effects, such as cancer cachexia is associated with increased insulin resistance and impaired glucose tolerance, and cachexia-associated cytokines, such as tumor necrosis factor and interleukin- 6 are associated with the development of insulin resistance [42]. This evidence concerns the gene IL6 and Insulin resistance.