Researchers found that the log odds of positive lymph nodes significantly improve risk stratification for early recurrence after radical esophagectomy in cT3 esophageal squamous cell carcinoma.

• Higher log odds predict early recurrence; significant cut-off at -2.69.
• Patients with log odds > -2.69 have a 30% 5-year survival rate versus 66% for those ≤ -2.69 (p < 0.001).

This metric can guide tailored follow-ups and treatment decisions for better patient outcomes.

• Lymph node counts and tumor location further refine risk assessments.