Sumner completed a residency in neurology at UCSF from 1997 to 2000. From 2000 to 2001, she completed a fellowship in neuromuscular disease at Johns Hopkins School of Medicine. She was a fellow in neurogenetics in Kenneth Fischbeck's lab at the National Institute of Neurological Disorders and Stroke from 2001 to 2006.[2]