No slavery is not mentioned as the cause, but this is very good reading on how the war started. My suggestion is to start at Chapter 9. This is a pretty accurate account of events.

Mr. Buchanan's Administration on the Eve of the Rebellion
by James Buchanan

https://archive.org/details/DKC0010

GP