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
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机构:
AC Camargo Canc Ctr, Skin Canc Dept, Sao Paulo, SP, Brazil
Antoni van Leeuwenhoek Hosp, Netherlands Canc Inst, Dept Surg Oncol, Amsterdam, NetherlandsAC Camargo Canc Ctr, Skin Canc Dept, Sao Paulo, SP, Brazil
Bertolli, Eduardo
[1
,2
]
Franke, Viola
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机构:
Antoni van Leeuwenhoek Hosp, Netherlands Canc Inst, Dept Surg Oncol, Amsterdam, NetherlandsAC Camargo Canc Ctr, Skin Canc Dept, Sao Paulo, SP, Brazil
Franke, Viola
[2
]
Calsavara, Vinicius Fernando
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机构:
AC Camargo Canc Ctr, Epidemiol & Stat Dept, Sao Paulo, SP, BrazilAC Camargo Canc Ctr, Skin Canc Dept, Sao Paulo, SP, Brazil
Calsavara, Vinicius Fernando
[3
]
de Macedo, Mariana Petaccia
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AC Camargo Canc Ctr, Dept Pathol, Sao Paulo, SP, BrazilAC Camargo Canc Ctr, Skin Canc Dept, Sao Paulo, SP, Brazil
de Macedo, Mariana Petaccia
[4
]
Lopes Pinto, Clovis Antonio
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AC Camargo Canc Ctr, Dept Pathol, Sao Paulo, SP, BrazilAC Camargo Canc Ctr, Skin Canc Dept, Sao Paulo, SP, Brazil
Lopes Pinto, Clovis Antonio
[4
]
van Houdt, Winan J.
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Antoni van Leeuwenhoek Hosp, Netherlands Canc Inst, Dept Surg Oncol, Amsterdam, NetherlandsAC Camargo Canc Ctr, Skin Canc Dept, Sao Paulo, SP, Brazil
van Houdt, Winan J.
[2
]
Wouters, Michel W. J. M.
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机构:
Antoni van Leeuwenhoek Hosp, Netherlands Canc Inst, Dept Surg Oncol, Amsterdam, NetherlandsAC Camargo Canc Ctr, Skin Canc Dept, Sao Paulo, SP, Brazil
Wouters, Michel W. J. M.
[2
]
Duprat Neto, Joao Pedreira
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AC Camargo Canc Ctr, Skin Canc Dept, Sao Paulo, SP, BrazilAC Camargo Canc Ctr, Skin Canc Dept, Sao Paulo, SP, Brazil
Duprat Neto, Joao Pedreira
[1
]
van Akkooi, Alexander C. J.
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Antoni van Leeuwenhoek Hosp, Netherlands Canc Inst, Dept Surg Oncol, Amsterdam, NetherlandsAC Camargo Canc Ctr, Skin Canc Dept, Sao Paulo, SP, Brazil
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
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.
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页码:395 / 405
页数:11
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[Anonymous], 2018, NCCN Clinical Practice Guidelines in Oncology
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[Anonymous], 2000, WILEY PS TX, DOI 10.1002/0471722146
机构:
Melanoma Inst Australia, Sydney, NSW, Australia
Royal Prince Alfred Hosp, Camperdown, NSW 2050, Australia
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机构:
Melanoma Inst Australia, Sydney, NSW, Australia
Royal Prince Alfred Hosp, Camperdown, NSW 2050, Australia
Univ Sydney, Sydney Med Sch, Discipline Pathol, Sydney, NSW 2006, AustraliaUniv Alberta, Dept Surg, Edmonton, AB, Canada