Validation of a Nomogram for Non-sentinel Node Positivity in Melanoma Patients, and Its Clinical Implications: A Brazilian-Dutch Study

被引:18
作者
Bertolli, Eduardo [1 ,2 ]
Franke, Viola [2 ]
Calsavara, Vinicius Fernando [3 ]
de Macedo, Mariana Petaccia [4 ]
Lopes Pinto, Clovis Antonio [4 ]
van Houdt, Winan J. [2 ]
Wouters, Michel W. J. M. [2 ]
Duprat Neto, Joao Pedreira [1 ]
van Akkooi, Alexander C. J. [2 ]
机构
[1] AC Camargo Canc Ctr, Skin Canc Dept, Sao Paulo, SP, Brazil
[2] Antoni van Leeuwenhoek Hosp, Netherlands Canc Inst, Dept Surg Oncol, Amsterdam, Netherlands
[3] AC Camargo Canc Ctr, Epidemiol & Stat Dept, Sao Paulo, SP, Brazil
[4] AC Camargo Canc Ctr, Dept Pathol, Sao Paulo, SP, Brazil
关键词
REGIONAL LYMPH-NODES; SCORE N-SNORE; TUMOR BURDEN; CUTANEOUS MELANOMA; AMERICAN SOCIETY; STAGE-III; BIOPSY; MANAGEMENT; RISK; DISSECTION;
D O I
10.1245/s10434-018-7038-9
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Non-sentinel node (NSN) positivity impacts the prognosis of melanoma patients; however, the benefits of completion lymph node dissection in patients with positive sentinel nodes (SNs) are limited. We aimed to present a predictive nomogram for NSN positivity in melanoma patients with a positive SN biopsy. This retrospective analysis from patients who underwent SN biopsy in a Brazilian institution from 2000 to 2015 was used for the construction and internal validation of the nomogram. This nomogram was then externally validated in a cohort of Dutch patients. The Brazilian cohort comprised 1213 patients, with a mean follow-up of 5.11 years. Breslow thickness (odds ratio [OR] 1.170, 95% confidence interval [CI] 1.043-1.314]; p = 0.008), number of positive SNs (OR 1.092, 95% CI 1.034-1.153; p = 0.001), and largest diameter of the metastatic deposit (OR 3.217, 95% CI 1.551-6.674; p = 0.002) were statistically significant for NSN positivity. Internal validation was performed using a bootstrapping technique. A good performance was observed (Brier score 0.097) and an excellent power of discrimination was achieved (area under the curve [AUC] 0.822). The nomogram was then applied to the Dutch cohort, and its overall performance (Brier score 0.085), calibration (Hosmer-Lemeshow goodness-of-fit test; p = 0.198), and discriminatory power (AUC 0.752, 95% CI 0.615-0.890) were all adequate. We presented a nomogram for assessing NSN probability that should not only be used for surgical considerations but also for risk stratification and clinical decisions. Internal validation has shown that this is an adequate model, while external validation increases the model's reliability and suggests that it can be globally incorporated.
引用
收藏
页码:395 / 405
页数:11
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