In addition, smoking is associated with increased pro-inflammatory cytokines, such as tumor necrosis factor-alpha (TNF-α) and interleukin-6 (IL-6), which can further contribute to insulin resistance (37). This evidence concerns the gene TNF and Insulin resistance.