The upregulation of FABP4 levels in obesity, as indicated by our reverse MR analysis and the existing literature35, suggests a possible compensatory effect (canalization) underlying the complex interplay between adipose tissue function and metabolic homeostasis. This evidence concerns the gene FABP4 and obesity disorder.