During many years, we thought that food intake was only a question of will. Nevertheless, in the second part on the XXth century, we identified several hormones regulating food intake and energy expenditure. Furthermore, these hormones seem to be implicated in the pathogenesis of obesity and in weight loss following bariatric surgery. This short review highlights the main mechanisms implicated in food intake and energy expenditure and also their implication in obesity and bariatric surgery.