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Journal of Clinical Oncology, Vol 25, No 9 (March 20), 2007: pp. 1129-1134 © 2007 American Society of Clinical Oncology. DOI: 10.1200/JCO.2006.08.1463 Identification of High-Risk Patients Among Those Diagnosed With Thin Cutaneous Melanomas
From The Melanoma Program of the Abramson Cancer Center, Center for Clinical Epidemiology and Biostatistics, Department of Biostatistics and Epidemiology, Department of Pathology and Laboratory Medicine, Department of Surgery, Department of Dermatology, and Department of Medicine at the University of Pennsylvania School of Medicine, Philadelphia, PA Address reprint requests to Phyllis A. Gimotty, PhD, Department of Biostatistics and Epidemiology, 631 Blockley Hall, 423 Guardian Dr, Philadelphia, PA 19104-6021; e-mail: pgimotty{at}cceb.med.upenn.edu
Purpose: Most patients with melanoma have microscopically thin ( Patients and Methods: We studied patients with thin melanomas from the US population-based Surveillance, Epidemiology, and End Results (SEER) cancer registry (1988 to 2001; n = 26,291) and those seen by the University of Pennsylvania's Pigmented Lesion Group (PLG; 1972 to 2001; n = 2,389; Philadelphia, PA). AJCC prognostic factors were thickness, anatomic level, ulceration, site, sex, and age; PLG prognostic factors also included a set of biologically based candidate prognostic factors. Recursive partitioning was used to develop a SEER-based classification tree that was validated using PLG data. Next, a new PLG-based classification tree was developed using the expanded set of prognostic factors. Results: The SEER-based classification tree identified additional criteria to explain survival heterogeneity among patients with thin, nonulcerated lesions; 10-year survival rates ranged from 89.1% to 99%. The new PLG-based tree identified groups using level, tumor cell mitotic rate, and sex. With survival rates from 83.4% to 100%, it had better discrimination. Conclusion: Prognostication and related clinical decision making in the majority of patients with melanoma can be improved now using the validated, SEER-based classification. Tumor cell mitotic rate should be incorporated into the next iteration of AJCC staging. Supported in part by the Specialized Program of Research Excellence (SPORE) on Skin Cancer (Grant No. CA-093372). Presented in part at the 41st Annual Meeting of the American Society of Clinical Oncology, May 13-17, 2005, Orlando, FL, and at the Keystone Symposium on Advances in the Treatment and Understanding of Melanoma, January 19, 2006, Santa Fe, NM. Authors disclosures of potential conflicts of interest and author contributions are found at the end of this article. This article has been cited by other articles:
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Copyright © 2007 by the American Society of Clinical Oncology, Online ISSN: 1527-7755. Print ISSN: 0732-183X
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