AFP and Insulin resistance: However, other studies have found that levels of alpha-fetoprotein (AFP) in gestational diabetes mellitus patients were significantly higher than in normal pregnant women, suggesting that AFP may play a role in insulin resistance and metabolic changes in gestational diabetes mellitus (48).