NOTCH1 and Barrett esophagus: Collectively, our study uncovers SNHG1 as a central molecular mediator linking acidic bile-induced EMT and autophagy regulation via the ULK1-Notch1 axis, highlighting its potential as a therapeutic target for preventing BE recurrence and progression to EAC.