TNF and Insulin resistance: However, in a later study by McIntyre et al., an association between TNF-α and insulin resistance in healthy pregnant women could not be confirmed [23], whereas Catalano supports that TNF-α plays a significant role in the development of insulin resistance in women with gestational diabetes [3].