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Stock-based compensation - Stock based compensation expense (Details) - USD ($)
$ in Thousands
3 Months Ended
Mar. 31, 2022
Mar. 31, 2021
Stock options    
Stock-based compensation expense included in total operating expenses $ 5,485 $ 4,039
Research and development    
Stock options    
Stock-based compensation expense included in total operating expenses 2,933 2,301
General and administrative    
Stock options    
Stock-based compensation expense included in total operating expenses 2,552 1,738
Stock options    
Stock options    
Stock-based compensation expense included in total operating expenses 4,118 3,114
Unrecognized stock compensation cost $ 41,800  
Weighted-average amortization period of unrecognized stock compensation cost 2 years 6 months  
Restricted stock units    
Stock options    
Stock-based compensation expense included in total operating expenses $ 1,209 806
Unrecognized stock compensation cost $ 13,500  
Weighted-average amortization period of unrecognized stock compensation cost 3 years  
Employee stock purchase plan    
Stock options    
Stock-based compensation expense included in total operating expenses $ 158 $ 119