Despite varied findings on the BMI-AMH/INHB relationship, this study utilized NHANES data (1999-2004) to clarify this association, aiming to refine the assessment of obesity’s effects on the reproductive hormone levels of adult male Americans. This evidence concerns the gene AMH and obesity due to melanocortin 4 receptor deficiency.