In a heterogeneity analysis for the 32 candidate proteins, models adjusted for matching variables and clinical risk factors showed significant interactions of C1QTNF, FGF-21 and CST3 with obesity intervention (p < 0.10 for all). This evidence concerns the gene FGF21 and obesity due to melanocortin 4 receptor deficiency.