JM has only briefly commented about LTL in interviews, but confirmation has been given by MP in other sources that this premise is basically correct.
Learning to Live was inspired by the AIDS epidemic. Particularly, the "from a common fear... reach for life" passage, but the rest fits snugly with the AIDS theme.