Toole earned her Associate Degree in Nursing from Mineral Area College in Park Hills, Mo. in 2009. She earned her Bachelor of Science in Nursing from Southeast Missouri State University in Cape Girardeau, Mo. in 2013. She earned her Master of Science in Nursing from Chamberlain College of Nursing in Downers Grove, Ill. in 2018. Toole is board certified by the American Academy of Nurse Practitioners.
She has professional and student experience at Potosi Correctional Center, Gentiva (Kindred) Home Health, St. Luke Hospital, Mineral Area Regional Medical Center and Saint Francis Medical Center.