In an early effort, we identified polymeric immunoglobulin receptor (PIGR) as a predictor of NAFLD independent of insulin resistance [36], and this association between PIGR and NAFLD was subsequently reproduced in other studies [35,93,94]. The gene discussed is PIGR; the disease is metabolic dysfunction-associated steatotic liver disease.