Guthrie was born in New Bloomfield, Missouri. She graduated from the University of Missouri with a bachelor's degree in 1916 and a master's degree in 1918, then earned her Ph.D. in zoology at Bryn Mawr College in 1922. While working towards her Ph.D., Guthrie served as a zoology instructor and demonstrator.[1][2]