TNF and pelvic inflammatory disease: In order to observe the relationship between inflammation-related cytokines and clinical parameters, the correlation analysis was further carried out, and the results showed that IL-6, TNF-α, and TGF-β1 had a strong correlation with clinical parameters in the peripheral blood of PID patients.