When I lose a rose, that's exactly what happens to me. I figure that it's that I'm not watering enough so end up drowning the poor thing. I've lost 4-5 just like that. Slowly, one by one, the leaves turn brown, fall off, then then cane turns brown (not the normal black, but brown) and is DOA.
Maybe there's a fungus in the bud union?