It is important to note that such non-differential misclassification would most likely bias our results toward the null hypothesis, suggesting that the true association between the ALT/HDL-C ratio and NAFLD might be stronger than what we observed. Here, GPT is linked to metabolic dysfunction-associated steatotic liver disease.