Gilman graduated from Case Western in 1969, then did his post-doctoral studies at the National Institutes of Health with Nobel laureate Marshall Nirenberg from 1969 to 1971.
Gilman lulus dari Case Western pada 1969, lalu berstudi pascadoktoral di National Institutes of Health dengan penerima Nobel Marshall W. Nirenberg dari 1969 hingga 1971.