I think several factors may play a role in this. Firstly, there would be a lower number of families with a median annual income of 110k or more, and so it is expected that they would proportionately be lower in the demographics as compared to other income groups.
Secondly, because they are affluent, it is likely that they may choose to apply in other states or private universities for a wide variety of reasons.