An analysis of the best nano cap stocks to invest in highlights Amylyx Pharmaceuticals, Inc. (NASDAQ: AMLX) as a top choice. The company focuses on developing treatments for neurodegenerative diseases and has promising drug candidates in its pipeline, making it an attractive investment option.