Latent syphilis can last for many years, even for the rest of a person's life. There are no symptoms, though the person remains infected. About one-third of cases of latent syphilis progress to tertiary syphilis. Below you may find medications used to treat or help with Syphilis, Latent. More about Syphilis, Latent