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Property and Equipment (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2016
Dec. 31, 2015
Dec. 31, 2014
Property, Plant and Equipment [Line Items]      
Property and equipment $ 43,784 $ 35,031  
Less accumulated depreciation (25,823) (20,190)  
Property and equipment, net 17,961 14,841  
Property and equipment purchased but not yet paid 300    
Depreciation expense 6,800 3,200 $ 1,800
Computer equipment      
Property, Plant and Equipment [Line Items]      
Property and equipment 2,520 3,069  
Software      
Property, Plant and Equipment [Line Items]      
Property and equipment 2,352 1,801  
Furniture and office equipment      
Property, Plant and Equipment [Line Items]      
Property and equipment 897 919  
Lab equipment      
Property, Plant and Equipment [Line Items]      
Property and equipment 20,208 17,306  
Leasehold improvements      
Property, Plant and Equipment [Line Items]      
Property and equipment $ 17,807 $ 11,936