Nomograms Predictive of Recurrence in Malignant Tumors Treated With Skull Base Surgery: An International Collaborative Study
Articolo
Data di Pubblicazione:
2026
Abstract:
Background: This study aimed to develop predictive models for local (LR), regional (RR), and distant recurrence (DR) after skull base surgery for primary malignant tumors. Methods: We analyzed 2179 patients (1995–2015) from an international multicenter database, split into training (n = 1297) and validation (n = 882) cohorts. Cox regression identified predictors of LR, RR, and DR, and nomograms were developed and validated using concordance indexes (C-indexes). Results: Median age was 56 years; 64% were male. The most common sites included the ethmoid sinus (38%), nasal cavity (25%), and maxillary sinus (20%). Squamous cell carcinoma was the most frequent histology (25%). LR predictors included brain invasion, higher-risk histology, pT3/T4, pN+, positive margins, and adjuvant therapy (protective). RR predictors included high-risk histology, pT3/T4, and pN+. DR predictors mirrored LR except for adjuvant therapy. C-indexes were around 0.7 for all endpoints. Conclusions: These validated nomograms provide useful tools for recurrence risk stratification and personalized management.
Tipologia CRIS:
1.1 Articolo in rivista
Keywords:
nomograms; recurrence; risk stratification; skull base tumors; surgery
Elenco autori:
Valero, Cristina; Ganly, Ian; Boe, Lillian A; Patel, Snehal G; Levyn, Helena; Adilbay, Dauren; Eagan, Alana; Cohen, Marc A; Zheng, Junting; Gonen, Mithat; Pai, Prathamesh; Castelnuovo, Paolo; Gao, Fang Ju; Piazza, Cesare; Nicolai, Piero; Panizza, Ben; Bowman, James; Barnett, Catherine; Kowalski, Luiz P; Toledo, Ronaldo N; Fliss, Dan M; De Almeida, John R; Witterick, Ian; Herman, Philippe; Fontanella, Walter; Sanchez Aniceto, Gregorio; Rivero Calle, Alvaro; Hosal, Sefik; Ozer, Serdar; Iyer, Subramania; Harvey, Richard; Leemans, C Rene; Hendrickx, Jan-Jaap; Figari, Marcelo; Boccalatte, Luis; Nibu, Ken Ichi; Clarke, Peter; Rennie, Catherine; Ming, Zhu Yi; Cernea, Claudio; Goncalves, Sergio; Schlosser, Rodney J; Dias, Fernando L; Sargi, Zoukaa; Ahmed, Shahzada; Golusinski, Wojciech; Kim, Se Heon; Su, Shirley Y; Raza, Shaan M; Demonte, Franco; Hanna, Ehab; Shah, Jatin P
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