To investigate the predictive factors of lymph node metastasis (LNM) and evaluate the usefulness of prediction nomograms.

This study included 300 patients diagnosed with penile squamous cell carcinoma at West China Hospital (WCH) of Sichuan University (Chengdu, China) and 412 cases acquired from the Surveillance, Epidemiology, and End Results (SEER) program.

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