Nomograms Predicting Platinum Sensitivity, Progression-Free Survival, and Overall Survival Using Pretreatment Complete Blood Cell Counts in Epithelial Ovarian Cancer

Cancer Res Treat. 2017 Jul;49(3):635-642. doi: 10.4143/crt.2016.282. Epub 2016 Sep 27.

Abstract

Purpose: This study was conducted to evaluate the prognostic significance of pre-treatment complete blood cell count (CBC), including white blood cell (WBC) differential, in epithelial ovarian cancer (EOC) patients with primary debulking surgery (PDS) and to develop nomograms for platinum sensitivity, progression-free survival (PFS), and overall survival (OS).

Materials and methods: We retrospectively reviewed the records of 757 patients with EOC whose primary treatment consisted of surgical debulking and chemotherapy at Samsung Medical Center from 2002 to 2012. We subsequently created nomograms for platinum sensitivity, 3-year PFS, and 5-year OS as prediction models for prognostic variables including age, stage, grade, cancer antigen 125 level, residual disease after PDS, and pre-treatment WBC differential counts. The models were then validated by 10-fold cross-validation (CV).

Results: In addition to stage and residual disease after PDS, which are known predictors, lymphocyte and monocyte count were found to be significant prognostic factors for platinum-sensitivity, platelet count for PFS, and neutrophil count for OS on multivariate analysis. The area under the curves of platinum sensitivity, 3-year PFS, and 5-year OS calculated by the 10-fold CV procedure were 0.7405, 0.8159, and 0.815, respectively.

Conclusion: Prognostic factors including pre-treatment CBC were used to develop nomograms for platinum sensitivity, 3-year PFS, and 5-year OS of patients with EOC. These nomograms can be used to better estimate individual outcomes.

Keywords: Nomograms; Ovarian neoplasms; Prognosis.

MeSH terms

  • Adolescent
  • Adult
  • Aged
  • Aged, 80 and over
  • Antineoplastic Combined Chemotherapy Protocols / adverse effects
  • Antineoplastic Combined Chemotherapy Protocols / therapeutic use
  • Biomarkers
  • Blood Cell Count*
  • Carcinoma, Ovarian Epithelial
  • Drug Resistance, Neoplasm*
  • Female
  • Follow-Up Studies
  • Humans
  • Middle Aged
  • Neoplasm Grading
  • Neoplasm Staging
  • Neoplasms, Glandular and Epithelial / blood*
  • Neoplasms, Glandular and Epithelial / diagnosis*
  • Neoplasms, Glandular and Epithelial / drug therapy
  • Neoplasms, Glandular and Epithelial / mortality
  • Nomograms*
  • Ovarian Neoplasms / blood*
  • Ovarian Neoplasms / diagnosis*
  • Ovarian Neoplasms / drug therapy
  • Ovarian Neoplasms / mortality
  • Platinum / pharmacology*
  • Platinum / therapeutic use
  • Prognosis
  • Retrospective Studies
  • Survival Analysis
  • Treatment Outcome
  • Young Adult

Substances

  • Biomarkers
  • Platinum