This sounds more like separation anxiety rather than potty issues. Even one minute can be a long time for some dogs to be alone. That would be the area to work on, not so much the potty issue.
http://www.inch.com/~dogs/separation_anxiety.html
http://www.inch.com/~dogs/separation_anxiety.html