Dang Mei et al. use NMR and microscopy approaches to examine how ATP impacts the liquid-liquid phase separation (LLPS) of prion-like domains in TDP-43, a RNA-binding protein that is implicated in ALS and other neurological disorders. Here, TARDBP is linked to amyotrophic lateral sclerosis.