S22-485 Using machine-learning to leverage variations in DNA methylation for early lung cancer detection Stanford scientists have discovered that differentially methylated regions (DMRs) in circulating tumor DNA (ctDNA) can be used as a blood-based biomarker for early cancer detection. Maximilian Diehn Arash Alizadeh Emily Hamilton Diego Almanza