We performed targeted analyses utilising Random Forest Algorithm of the same eight cfRNA targets (IL1α, IL1β, IL6, IL8, IL10, IL18, CD14, TNFα) used in the chorioamnionitis study. Here, IL18 is linked to chorioamnionitis.