Dr. Smitherman was born in Birmingham, Alabama. He developed an interest in medicine and rheumatology at an early age when his grandmother was diagnosed with a rheumatoid arthritis and scleroderma overlap syndrome. He attended the University of Alabama School of Medicine, graduating in 1995.