Running Neo4j Desktop version 1.0.15. Trying to start DB causes the start fail:
Database failed to start: DB [database-f8950fdd-6b5f-4fea-8c9f-e8457ee1d
I had the same problem and the issue was resolved when I cloned the graph I was connecting. Thereafter, I could connect to the new graph without any problem.