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Balance Sheet Details - Property and Equipment, net (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2021
Dec. 31, 2020
Dec. 31, 2019
Property, Plant and Equipment, Net, by Type [Abstract]      
Property and equipment $ 57,227 $ 43,048  
Less: accumulated depreciation and amortization (35,882) (33,373)  
Property and equipment, net 21,345 9,675  
Depreciation expense 3,113 1,950 $ 1,570
Laboratory equipment      
Property, Plant and Equipment, Net, by Type [Abstract]      
Property and equipment 33,101 25,468  
Equipment retired during period 600 1,800  
Leasehold improvements      
Property, Plant and Equipment, Net, by Type [Abstract]      
Property and equipment 16,117 10,785  
Computer equipment and software      
Property, Plant and Equipment, Net, by Type [Abstract]      
Property and equipment 3,481 3,192  
Office equipment and furniture      
Property, Plant and Equipment, Net, by Type [Abstract]      
Property and equipment 1,297 1,246  
Construction in progress      
Property, Plant and Equipment, Net, by Type [Abstract]      
Property and equipment $ 3,231 $ 2,357