Signs and symptoms of syphilis, such as skin rashes, mouth sores, fever, sore throat, muscle aches and fatigue, that develop later on often mimic symptoms of more common disorders.Timely antibiotic treatment effectively cures syphilis infection.But the best course is prevention, Hasty said.