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Balance Sheet Details - Property and Equipment, net (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2022
Dec. 31, 2021
Dec. 31, 2020
Property, Plant and Equipment, Net, by Type [Abstract]      
Property and equipment $ 62,435 $ 57,227  
Less: accumulated depreciation and amortization (39,821) (35,882)  
Property and equipment, net 22,614 21,345  
Depreciation expense 5,402 3,113 $ 1,950
Laboratory equipment      
Property, Plant and Equipment, Net, by Type [Abstract]      
Property and equipment 39,679 33,101  
Equipment retired during period 1,500 600  
Leasehold improvements      
Property, Plant and Equipment, Net, by Type [Abstract]      
Property and equipment 16,633 16,117  
Computer equipment and software      
Property, Plant and Equipment, Net, by Type [Abstract]      
Property and equipment 3,039 3,481  
Office equipment and furniture      
Property, Plant and Equipment, Net, by Type [Abstract]      
Property and equipment 1,345 1,297  
Construction in progress      
Property, Plant and Equipment, Net, by Type [Abstract]      
Property and equipment $ 1,739 $ 3,231