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Property and Equipment (Details) - USD ($)
$ in Thousands
3 Months Ended
Mar. 31, 2020
Mar. 31, 2019
Dec. 31, 2019
Property and equipment      
Property and equipment, gross $ 31,181   $ 29,767
Less accumulated depreciation and amortization (13,170)   (12,699)
Property and equipment, net 18,011   17,068
Depreciation and amortization expense 500 $ 400  
Lab equipment and furniture      
Property and equipment      
Property and equipment, gross 11,538   11,053
Leasehold improvements      
Property and equipment      
Property and equipment, gross 14,974   14,217
Software      
Property and equipment      
Property and equipment, gross 2,225   2,225
Computer equipment      
Property and equipment      
Property and equipment, gross 2,013   1,839
Construction-in-progress      
Property and equipment      
Property and equipment, gross $ 431   $ 433