Human biology has evolved to keep body fat within a range that supports survival. During the last 25 years, obesity biologists have uncovered key aspects of physiology that prevent fat mass from becoming too low. In contrast, the mechanisms that counteract excessive adipose expansion are largely unknown. Evidence dating back to the 1950s suggests the existence of a blood-borne molecule that defends against weight gain. In this article, we discuss the research supporting an "unidentified factor of overfeeding" and models that explain its role in body weight control. If it exists, revealing the identity of this factor could end a longlasting enigma of energy balance regulation and facilitate a much-needed breakthrough in the pharmacological treatment of obesity. Obesity and its biological roots Historically, fatness was a desirable attribute associated with social status, wealth, and fertility [1,2]. Although this view is still dominant in certain cultures, the Western world recognizes adiposity as a chronic condition that hampers human health [3]. Individuals with obesity are often stigmatized [4], and many lean individuals erroneously believe that severe overweight is a self-inflicted situation caused by eating too much and exercising too little. The simplicity of this thinking is opposed by the complex causes of obesity [5] and by the "brainteasing" biology that makes it very hard for millions of people to fight their own fat mass [3]. Biomedical assistance is likely needed to win this battle, and in order to provide this support, perhaps it is time for obesity scientists to consider the less-beaten research paths. Instead of searching for yet another slimming agent, it might be better to reveal why some people easily put on pounds while others stay lean. In contrast to conventional assumptions about superior self-control and willpower, human studies have demonstrated that weight gain resistance has deep biological roots [6,7] (Fig 1). Characterizing these is among the critical steps toward an improved understanding of obesity etiology. Importantly, geneticists have finally started to uncover the genome of thinness [8,9], but their efforts might be fruitless unless physiologists determine the fundamental features of fat mass regulation encoded by these genes.