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Property and Equipment (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2017
Sep. 30, 2016
Sep. 30, 2017
Sep. 30, 2016
Dec. 31, 2016
Property and equipment          
Property and equipment, gross $ 13,714   $ 13,714   $ 12,441
Less accumulated depreciation and amortization (9,026)   (9,026)   (8,097)
Property and equipment, net 4,688   4,688   4,344
Depreciation and amortization expense 300 $ 300 900 $ 900  
Computer equipment          
Property and equipment          
Property and equipment, gross 1,214   1,214   1,206
Software          
Property and equipment          
Property and equipment, gross 1,966   1,966   1,807
Lab equipment and furniture          
Property and equipment          
Property and equipment, gross 7,805   7,805   6,758
Leasehold improvements          
Property and equipment          
Property and equipment, gross $ 2,729   $ 2,729   2,642
Construction in progress          
Property and equipment          
Property and equipment, gross         $ 28