On the one hand, this is caused by monosaccharides and total carbohydrates intake reduction, which results in lower glucose and insulin spikes (and lower HbA1c levels) and, on the other hand, body weight loss itself (achievable easily on KD) reduces insulin resistance. Here, INS is linked to Insulin resistance.