Moore is a biochemist and molecular biologist recognized for her work in eukaryotic RNA processing and metabolism. Moore was born and raised in New Market, Virginia. She graduated from the College of William and Mary in 1984 with a BS in Chemistry and Biology, and earned her PhD in Biological Chemistry from the Massachusetts.