During the early childhood adiposity rebound—a critical phase that determines obesity risk later in life—the absence of adipose tissue UCP1 expression in children with normal body mass index (BMI) correlates with an obesity-associated gene expression signature. This evidence concerns the gene UCP1 and obesity due to melanocortin 4 receptor deficiency.