Yes, they were South Carolinians and almost certainly acquired the Littlejohn surname from my 2nd great-grandfather, William Littlejohn, who came to Lamar County from Union County, South Carolina, in the mid-to-late-1850s.
I have quite a bit of information on Spencer and Nora and would be happy to share it with anyone.