TNF and Insulin resistance: Factors that contribute to pregnancy-induced insulin resistance include the secretion of adipokines (e.g., leptin) and cytokines (e.g., tumor necrosis factor-alpha, interleukin-6, and interleukin-1β), oxidative stress and, possibly, the gut microbiome (24).