Additionally, correlations between TMAO and liver enzymes ALT (ρ = 0.56, p < 0.001) and AST (ρ = 0.480, p < 0.001) suggest that elevated TMAO levels may reflect underlying liver dysfunction, particularly in individuals with overweight and obesity. Here, GPT is linked to obesity due to melanocortin 4 receptor deficiency.