Scientists have been working to define characteristics of picky eaters and to identify possible correlations of the behavior. In a new study, they wanted to see if chemosensory genes might have a possible relationship to picky eating behavior in young children. They found that certain genes related to taste perception may be behind some of these picky eating habits.