{"title":"Validation of a prognostic calculator to predict recurrence and mortality in melanoma patients undergoing sentinel lymph node biopsy","authors":"Julia Downey , Christopher Baliski","doi":"10.1016/j.suronc.2025.102311","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><div>The American Joint Committee on Cancer staging system (AJCC) is currently the gold standard for determining melanoma prognosis. However, it may not accurately reflect survival in certain substages, nor recurrence risk, prompting development of other predictive models. A validated predictive tool has been shown to perform well in two academic centers. We sought to investigate the performance of this nomogram in a regional cancer referral center, with the goal of future use for adjuvant treatment decisions.</div></div><div><h3>Methods</h3><div>A retrospective review of patients with T1b or greater melanomas, undergoing sentinel lymph node biopsy at a tertiary referral center between January 1, 2005, and June 30, 2022, was performed. Those with microsatellites or in-transit metastasis were excluded. Demographic, pathologic and treatment-related factors were linked to recurrence and survival data. The nomogram was assessed for the ability to discriminate recurrence and survival utilizing 6 prognostic factors (Breslow thickness, ulceration, age, tumour location, sentinel lymph node status and maximal lymph node metastasis diameter).</div></div><div><h3>Results</h3><div>486 patients were eligible for inclusion. The median age was 64 years (IQR: 54–73), with a Breslow thickness of 1.8 mm (IQR: 1.2–3.0). 95 patients (19.5 %) had pathologically positive sentinel lymph nodes, with 138 patients (28.4 %) developing recurrent disease. When applying this model to our population, the AUC for recurrence-free survival was 0.75 (95 % CI: 0.66–0.84), while melanoma-specific survival was 0.85 (95 % CI: 0.76–0.94).</div></div><div><h3>Conclusion</h3><div>The melanoma predictive tool performed well at predicting recurrence and survival in our population. The online calculator may assist clinicians advising patients on the merits of adjuvant treatments.</div></div>","PeriodicalId":51185,"journal":{"name":"Surgical Oncology-Oxford","volume":"64 ","pages":"Article 102311"},"PeriodicalIF":2.1000,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Surgical Oncology-Oxford","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0960740425001264","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/10/29 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"ONCOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Background
The American Joint Committee on Cancer staging system (AJCC) is currently the gold standard for determining melanoma prognosis. However, it may not accurately reflect survival in certain substages, nor recurrence risk, prompting development of other predictive models. A validated predictive tool has been shown to perform well in two academic centers. We sought to investigate the performance of this nomogram in a regional cancer referral center, with the goal of future use for adjuvant treatment decisions.
Methods
A retrospective review of patients with T1b or greater melanomas, undergoing sentinel lymph node biopsy at a tertiary referral center between January 1, 2005, and June 30, 2022, was performed. Those with microsatellites or in-transit metastasis were excluded. Demographic, pathologic and treatment-related factors were linked to recurrence and survival data. The nomogram was assessed for the ability to discriminate recurrence and survival utilizing 6 prognostic factors (Breslow thickness, ulceration, age, tumour location, sentinel lymph node status and maximal lymph node metastasis diameter).
Results
486 patients were eligible for inclusion. The median age was 64 years (IQR: 54–73), with a Breslow thickness of 1.8 mm (IQR: 1.2–3.0). 95 patients (19.5 %) had pathologically positive sentinel lymph nodes, with 138 patients (28.4 %) developing recurrent disease. When applying this model to our population, the AUC for recurrence-free survival was 0.75 (95 % CI: 0.66–0.84), while melanoma-specific survival was 0.85 (95 % CI: 0.76–0.94).
Conclusion
The melanoma predictive tool performed well at predicting recurrence and survival in our population. The online calculator may assist clinicians advising patients on the merits of adjuvant treatments.
期刊介绍:
Surgical Oncology is a peer reviewed journal publishing review articles that contribute to the advancement of knowledge in surgical oncology and related fields of interest. Articles represent a spectrum of current technology in oncology research as well as those concerning clinical trials, surgical technique, methods of investigation and patient evaluation. Surgical Oncology publishes comprehensive Reviews that examine individual topics in considerable detail, in addition to editorials and commentaries which focus on selected papers. The journal also publishes special issues which explore topics of interest to surgical oncologists in great detail - outlining recent advancements and providing readers with the most up to date information.