A validated prognostic index for the outcome of advanced high-grade serous ovarian cancer (HGSOC) patients undergoing neoadjuvant chemotherapy (NACT) is still lacking. To address this need, we developed an ovarian neoadjuvant chemotherapy prognostic index (ONCPI) to improve predictive accuracy. We analyzed the clinicopathological characteristics of advanced HGSOC patients receiving platinum-based NACT. Blood inflammatory composite markers were calculated and binary-transformed using optimal cutoffs. Omental hematoxylin and eosin (H\&E) stained slides were selected for the assessment of chemotherapy response score (CRS). Logistic regression analysis and Cox proportional hazards regression model were utilized to develop a prognostic index.
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Inclusion Criteria: 1. confirmed diagnosis of HGSOC by two experienced pathologists; 2. clinical stage III-IV according to the 2018 International Federation of Gynecology and Obstetrics (FIGO) guideline; 3. Eastern Cooperative Oncology Group (ECGO) performance status of 0 to 1; 4. no prior anti-cancer therapy; 5. received ≥ 3 cycles of platinum-based NACT followed by IDS; 6. complete pretreatment blood test results and clinical and imaging data. Exclusion Criteria: 1. other pathological types; 2. without NACT or IDS; 3. incomplete pretreatment data; 4. lost to follow-up.