Woodruff graduated with a Bachelor of Science degree in Zoology and Chemistry from the Olivet Nazarene University in 1985. She was awarded the "O" Award in 2016, presented "to honor alumni who exhibit the characteristics and ideals of their alma mater."[1] She completed her graduate study at Northwestern University, receiving a Ph.D. in Molecular Biology and Cell Biology in 1989.