The Albers Lab at Massachusetts General Hospital combines chemical biology, genetics, and computational methods to study neurodegenerative diseases. They are involved in the NADALS Basket Trial and the TRIALS clinical trial program, repurposing FDA-approved drugs for ALS. A machine learning predictor, DRIAD, is being updated to include TDP-43 pathology for ALS progression prediction, with plans to make the tool open source for global ALS research.