• Prevention of HIV with pre-exposure prophylaxis (PrEP) is associated with increased rates of other sexually transmitted infections

• A new epidemiological model reveals a paradoxical result: increased rates of sexually transmitted infections may reflect intensified testing while actual prevalence decreases

• These insights can be useful to develop and assess policies for disease prevention, surveillance, and containment