Syphilis may be treated with penicillin, but Klausner says there have been shortages in the antibiotic in America and around the globe. It will also be treated with azithromycin, although it has shown some resistance to this antibiotic, he says. Thus, co-treatment for gonorrhea with azithromycin or doxycycline is no more encouraged. check-of-get