The Collaborative International Dictionary of English v.0.48:

fussbudget \fuss"budg*et\ n.
   a person who thinks excessively about unfortunate things that
   might happen; one who is excessively concerned about matters
   of trifling importance.

   Syn: worrier, fusspot, worrywart.
        [WordNet 1.5]