Development and Internal Validation of Nomograms for Survival of Advanced Epithelial Ovarian Cancer Based on Established Prognostic Factors and Hematologic Parameters.

Autor: Said SA; Department of Obstetrics and Gynecology, Radboud University Medical Center, 6525 GA Nijmegen, The Netherlands.; Department of Research and Development, Netherlands Comprehensive Cancer Organization (IKNL), 3512 CV Utrecht, The Netherlands., IntHout J; Department for Health Evidence, Radboud University Medical Center, 6525 GA Nijmegen, The Netherlands., den Ouden JE; Department of Obstetrics and Gynecology, Radboud University Medical Center, 6525 GA Nijmegen, The Netherlands., Walraven JEW; Department of Medical Oncology, Radboud University Medical Center, 6525 GA Nijmegen, The Netherlands., van der Aa MA; Department of Research and Development, Netherlands Comprehensive Cancer Organization (IKNL), 3512 CV Utrecht, The Netherlands., de Hullu JA; Department of Obstetrics and Gynecology, Radboud University Medical Center, 6525 GA Nijmegen, The Netherlands., van Altena AM; Department of Obstetrics and Gynecology, Radboud University Medical Center, 6525 GA Nijmegen, The Netherlands.
Jazyk: angličtina
Zdroj: Journal of clinical medicine [J Clin Med] 2024 May 09; Vol. 13 (10). Date of Electronic Publication: 2024 May 09.
DOI: 10.3390/jcm13102789
Abstrakt: Objective: To assess the association between pretreatment thrombocytosis, anemia, and leukocytosis and overall survival (OS) of advanced-stage EOC. Furthermore, to develop nomograms using established prognostic factors and pretreatment hematologic parameters to predict the OS of advanced EOC patients. Methods : Advanced-stage EOC patients treated between January 1996 and January 2010 in eastern Netherlands were included. Survival outcomes were compared between patients with and without pretreatment thrombocytosis (≥450,000 platelets/µL), anemia (hemoglobin level of <7.5 mmol/L), or leukocytosis (≥11.0 × 10 9 leukocytes/L). Three nomograms (for ≤3-, ≥5-, and ≥10-year OS) were developed. Candidate predictors were fitted into multivariable logistic regression models. Multiple imputation was conducted. Model performance was assessed on calibration, discrimination, and Brier scores. Bootstrap validation was used to correct for model optimism. Results : A total of 773 advanced-stage (i.e., FIGO stages IIB-IV) EOC patients were included. The median [interquartile range, IQR] OS was 2.3 [1.3-4.2] and 3.0 [1.4-7.0] years for patients with and without pretreatment thrombocytosis ( p < 0.01). The median OS was not notably different for patients with and without pretreatment leukocytosis ( p = 0.58) or patients with and without pretreatment anemia ( p = 0.07). The final nomograms comprised established predictors with either pretreatment leukocyte or platelet count. The ≥5- and ≥10-year OS models demonstrated good calibration and adequate discrimination with optimism-corrected c -indices [95%-CI] of 0.76 [0.72-0.80] and 0.78 [0.73-0.83], respectively. The ≤3-year OS model demonstrated suboptimal performance with an optimism-corrected c-index of 0.71 [0.66-0.75]. Conclusions : Pretreatment thrombocytosis is associated with poorer EOC survival. Two well-performing models predictive of ≥5-year and ≥10-year OS in advanced-stage EOC were developed and internally validated.
Databáze: MEDLINE
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