It looks like a canker to me that has infected the nodes. This in turn keeps it from sending out healthy growth, blooms, etc. You could spray with a fungus spray for blackspot and hope for the best, but the rose bush may not recover unless it gets some new canes that are unaffected. It happens more in wet weather than dry, so maybe you have had a lot of rain?