<h3>Purpose/Objective(s)</h3> High stage cutaneous squamous cell carcinoma (CSCC) has an elevated risk of recurrence (5-25%). Current staging systems stratify patients rely on tumor factors only. We sought to develop an RPA incorporating patient-, tumor-, disease-, and treatment-related factors to identify prognostic subgroups for high-stage CSCC patients receiving definitive therapy. <h3>Materials/Methods</h3> All high-stage CSCCs, defined as Brigham & Women's Hospital (BWH) tumor (T) staging system T2B and T3, treated with curative intent were included. Recurrence-free survival (RFS) and overall survival (OS) were estimated using the Kaplan-Meier method and compared by log rank test. Recursive partitioning analysis (RPA) was performed to identify prognostic factors for RFS and OS. <h3>Results</h3> A total of 444 patients (76% male, 95% Caucasian, median age 74 years) with 523 primary tumors were included. Median follow up was 31 months (range 1-194). 31% of patients were immunosuppressed (organ transplant 13%, chronic lymphocytic leukemia (CLL) 14%, and other reasons 3%). 432 tumors were BWH T2b and 91 were BWH T3, of whom 12% were node-positive, 32% node-negative, and 56% unknown nodal status. 33% of patients experienced recurrence. Immunosuppression, recurrent tumor, perineural invasion (PNI), and lymphovascular space invasion (LVSI) were associated with significantly worse RFS (median RFS 23 months, 95% CI, 19-28), while immunosuppression, lymph node positivity, and extranodal extension (ENE) were associated with significantly worse OS (median OS 40 months, 95% CI, 33-46). RPA identified 4 prognostic subgroups with distinct RFS patterns (<i>P</i> < 0.0001): class I included age < 77 years without LVSI (N = 212, 2-year RFS: 63%; 95% CI, 56-70%), class II included age ≥ 77 years without PNI (N = 132, 2-year RFS: 44%, 95% CI, 36-55%), class III included age < 77 years with LVSI (N = 36, 2-year RFS: 29%; 95% CI, 17-50%), and class IV included age ≥ 77 years with PNI (N = 60, 2-year RFS: 25%; 95% CI, 15-41%). RPA identified 4 prognostic subgroups with distinct OS patterns (<i>P</i> < 0.0001): class I included age < 78 years and ≤ 1 lymph node positive (N = 221, 2-year OS: 84%; 95% CI, 79-90%), class II included age ≥ 78 years and no or immunosuppression other than CLL (N = 141, 2-year OS: 64%; 95% CI, 55-73%), class III included age < 78 years and > 1 lymph node positive (N = 48, 2-year OS: 54%; 95% CI, 41-71%), and class IV included age ≥ 78 years and immunosuppression from CLL (N = 34, 2-year OS: 37%; 95% CI, 23-57%). <h3>Conclusion</h3> An RPA classification system was created for patients with high-stage primary CSCC treated with definitive intent that identifies 4 prognostic subgroups associated with recurrence-free survival and overall survival based on age, LVSI, PNI, burden of nodal metastasis, and immunosuppression status. This has implications for patient counselling, clinical trial design and post-treatment surveillance.
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