Abstract | PURPOSE: PATIENTS AND METHODS: Data from seven GCT trials conducted by the Children's Oncology Group (United States) or the Children's Cancer and Leukemia Group (United Kingdom) between 1985 and 2009 were merged to create a data set of patients with stage II to IV disease treated with platinum-based therapy. A parametric cure model was used to evaluate the prognostic importance of age, tumor site, stage, histology, tumor markers, and treatment regimen and estimate the percentage of patients who achieved long-term disease-free (LTDF) survival in each subgroup of the final model. Validation of the model was conducted using the bootstrap method. RESULTS: In multivariable analysis of 519 patients with GCTs, stage IV disease (P = .001), age ≥ 11 years (P < .001), and tumor site (P < .001) were significant predictors of worse LTDF survival. Elevated alpha-fetoprotein (AFP) ≥ 10,000 ng/mL was associated with worse outcome, whereas pure yolk sac tumor (YST) was associated with better outcome, although neither met criteria for statistical significance. The analysis identified a group of patients age > 11 years with either stage III to IV extragonadal tumors or stage IV ovarian tumors with predicted LTDF survival < 70%. A bootstrap procedure showed retention of age, tumor site, and stage in > 94%, AFP in 12%, and YST in 27% of the replications. CONCLUSION: Clinical trial data from two large national pediatric clinical trial organizations have produced a new evidence-based risk stratification of malignant pediatric GCTs that identifies a poor-risk group warranting intensified therapy.
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Authors | A Lindsay Frazier, Juliet P Hale, Carlos Rodriguez-Galindo, Ha Dang, Thomas Olson, Matthew J Murray, James F Amatruda, Claire Thornton, G Suren Arul, Deborah Billmire, Furqan Shaikh, Farzana Pashankar, Sara Stoneham, Mark Krailo, James C Nicholson |
Journal | Journal of clinical oncology : official journal of the American Society of Clinical Oncology
(J Clin Oncol)
Vol. 33
Issue 2
Pg. 195-201
(Jan 10 2015)
ISSN: 1527-7755 [Electronic] United States |
PMID | 25452439
(Publication Type: Journal Article, Validation Study)
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Copyright | © 2014 by American Society of Clinical Oncology. |
Chemical References |
- Biomarkers, Tumor
- alpha-Fetoproteins
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Topics |
- Adolescent
- Age Factors
- Biomarkers, Tumor
(analysis)
- Child
- Child, Preschool
- Clinical Trials as Topic
- Disease-Free Survival
- Endodermal Sinus Tumor
(epidemiology, etiology)
- Evidence-Based Medicine
- Female
- Humans
- Male
- Models, Statistical
- Neoplasm Staging
- Neoplasms, Germ Cell and Embryonal
(epidemiology, etiology, mortality, pathology)
- Predictive Value of Tests
- Prognosis
- Retrospective Studies
- Risk Assessment
- Risk Factors
- United Kingdom
(epidemiology)
- United States
(epidemiology)
- alpha-Fetoproteins
(analysis)
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