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Stock-based Compensation (Tables)
6 Months Ended
Jun. 30, 2020
Share-based Payment Arrangement [Abstract]  
Summary of stock option activity
The following table summarizes stock option activity during the six months ended June 30, 2020:
 
    
Shares
    
Weighted
average exercise
price
 
Outstanding at January 1, 2020
     1,461,987      $  64.67  
Options granted
     381,125        88.04  
Options exercised
     (8,970      12.19  
Options cancelled
     (14,000      80.99  
  
 
 
    
 
 
 
Outstanding at June 30, 2020
     1,820,142      $ 69.70  
  
 
 
    
 
 
 
Exercisable at June 30, 2020
     1,123,761      $ 51.06  
Schedule of stock-based compensation expense
Stock-based compensation expense during the six months ended June 30, 2020 and 2019 was as follows (in thousands):
 
    
Three Months Ended June 30,
    
Six MonthsEndedJune 30,
 
    
2020
    
2019
    
2020
    
2019
 
Stock-based compensation expense by type of award:
           
Stock options
   $  5,689      $  7,632      $  10,535      $  13,533  
Restricted stock
     —          123        —          244  
  
 
 
    
 
 
    
 
 
    
 
 
 
Total stock-based compensation expense
   $ 5,689      $ 7,755      $ 10,535      $ 13,777  
  
 
 
    
 
 
    
 
 
    
 
 
 
Effect of stock-based compensation expense by line item:
           
Research and development
   $ 2,289      $ 2,366      $ 4,367      $ 4,243  
General and administrative
     3,400        5,389        6,168        9,534  
  
 
 
    
 
 
    
 
 
    
 
 
 
Total stock-based compensation expense included in net loss
   $ 5,689      $ 7,755      $ 10,535      $ 13,777