However, elevated concentrations of TMAO, carnitine, crotonobetaine, and γ-butyrobetaine were each cross-sectionally associated with increased fasting insulin levels, a marker of insulin resistance, whereas betaine and choline were associated with decreased fasting insulin levels and an increased index of insulin sensitivity. This evidence concerns the gene INS and Insulin resistance.