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Stock-based Compensation (Tables)
9 Months Ended
Sep. 30, 2022
Share-based Payment Arrangement [Abstract]  
Summary of stock option activity
The following table summarizes stock option activity during the nine months ended September 30, 2022:
 
    
Shares
    
Weighted
average exercise
price
 
Outstanding at January 1, 2022
     2,301,574      $ 78.90  
Options granted
     809,745        82.11  
Options cancelled
     (85,156      101.61  
    
 
 
    
 
 
 
Outstanding at September 30, 2022
     3,026,163      $ 79.11  
    
 
 
    
 
 
 
Exercisable at September 30, 2022
     1,746,699      $ 70.94  
Schedule of stock-based compensation expense
Stock-based compensation expense during the nine months ended September 30, 2022 and 2021 was as follows (in thousands):
 
    
Three Months Ended September 30,
    
Nine Months Ended September 30,
 
    
2022
    
2021
    
2022
    
2021
 
Stock-based compensation expense by type of award:
                                   
Stock options
   $ 8,122      $ 6,241      $ 23,543      $ 20,517  
    
 
 
    
 
 
    
 
 
    
 
 
 
Total stock-based compensation expense
   $ 8,122      $ 6,241      $ 23,543      $ 20,517  
    
 
 
    
 
 
    
 
 
    
 
 
 
Effect of stock-based compensation expense by line item:
                                   
Research and development
   $ 3,596      $ 2,622      $ 10,084      $ 8,120  
General and administrative
     4,526        3,619        13,459        12,397  
    
 
 
    
 
 
    
 
 
    
 
 
 
Total stock-based compensation expense included in net loss
   $ 8,122      $ 6,241      $ 23,543      $ 20,517