Considering the limitations of the PLR, PVR, NLR and MLR in the diagnosis of PJI, our research team sought to enhance the diagnostic sensitivity and efficiency of PJI by integrating the measurements of WBC, PLT, ESR, CRP, PLR, PVR, NLR, and MLR. This evidence concerns the gene ESR1 and juvenile polyposis syndrome.