Zhang et al. generated a β-cell–specific FoxO1-transgenic model with augmented β-cell compensation for obesity, demonstrating that FoxO1-transgenic mice exhibit a 3-fold induction of β-cell mass expansion in response to overnutrition. The gene discussed is FOXO1; the disease is overnutrition.