It's possible to use volumes functionality to keep db data persistent.
Mesos is missing something to deal with persistent storage. From what I've heard all teams that employ Mesos don't actually run their persistant storage clusters in Mesos. Perhaps handy for them, but for me that takes most of the use out of Mesos.