I’d use either drat! or rats! myself (and both are in the OED), but here we get them in a portmanteau, in the Baldo comic strip: It might not be in the OED, but it’s made it to the Urban Dictionary. And there are plenty of relevant Google hits. (Hat tip to Sim Aberson.)