Brucella melitensis (B. melitensis) is a facultative intracellular pathogen, which is the main epidemic strain in China. To overcome disadvantages of traditional live attenuated vaccines, in this study a rough mutant RM57 was induced from a B. melitensis isolate M1981. In order to uncover the reason of changes in the LPS of RM57, the nucleotide sequences and transcription levels of all known genes related to LPS synthesis were detected. As LPS plays an important role in outer membrane integrity, the sensitivities of RM57 to SDS and polymyxin B were examined. The results showed that the expression level of LPS genes of RM57 was not significantly changed, and RM57 was sensitive to polymyxin B, compared to its parent strain. In further study, the virulence and protective efficacy of RM57 in mice and guinea pigs were determined, and our data indicated that RM57 was attenuated and had good protection effects, especially in guinea pigs model. Overall, these results demonstrated that the artificially induced rough mutant strain RM57 was an efficacious vaccine candidate against the challenge of virulent B. melitensis. Our data presented here provided additional insight into the mechanism of LPS synthesis of Brucella spp.