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Collaboration Agreements (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2018
Jun. 30, 2017
Sep. 30, 2014
Jun. 30, 2018
Jun. 30, 2017
Collaboration agreement          
Revenue from royalty agreement $ 1,500 $ 1,200   $ 2,780 $ 2,328
Noncash interest expense $ 1,204 $ 160   $ 1,905 $ 1,119
License and collaboration agreements | United Therapeutics          
Collaboration agreement          
Revenue from royalty agreement     $ 30,000