INS and diabetes mellitus: Its inverse association with HOMA-IR in advanced diabetes, observed in our study and supported by recent data, may reflect a paradoxical shift where visceral adiposity remains high but insulin secretion declines due to islet failure [35,80,81,82,83,84,85].