OBJECTIVE: To analyze the application value of novel inflammation indicators such as the lymphocyte/monocyte ratio (LMR), neutrophil/lymphocyte ratio (NLR), and platelet/lymphocyte ratio (PLR) in patients with primary biliary cholangitis (PBC) undergoing ursodeoxycholic acid (UDCA) treatment. We plan to further seek simple and convenient methods to assess the response of patients to UDCA treatment. METHODS: We recorded routine blood tests, liver function, and vitamin D (VD) levels of PBC patients and healthy controls visiting the hospital between October 2022 and October 2023. LMR, NLR, and PLR were calculated, and differences between the two groups were analyzed. PBC patients were divided into good response and poor response groups according to the Paris I criteria, and differences in laboratory tests between the two groups were analyzed. The predictive value of novel inflammation indicators in UDCA treatment response was further analyzed using ROC analysis. RESULTS: LMR and VD levels were significantly lower in the PBC group compared to the control group ( CONCLUSION: Low LMR and high NLR may indicate poor treatment response. And PLR also have certain predictive values for treatment response.