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. The gene discussed is TNF; the disease is chorioamnionitis.