The pro-opiomelanocortin (POMC) gene deletion, which is common in Labrador Retrievers and Flat-Coated Retrievers, disrupts the neural pathways that signal satiety. This genetic mutation leads to increased food-seeking behavior, a higher appetite, and a significant predisposition to increased adiposity and weight gain.