That actually had to do with one of the yellow fever epidemics when the population fled Memphis. It took several decades for the city to recover.
http://www.cityofmemphis.org/framework.aspx?page=296
This is an interesting subject, thanks for bringing it up. Among the Amazing Facts at the link, the founder of the NAACP was a Republican from Memphis...