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Stock-Based Compensation (Tables)
6 Months Ended
Jun. 30, 2021
Stock Option Activity
The following summarizes option activity under the 2017 Inducement Plan, 2015 Plan and 2012 Plan:
 
 
  
Number of
Options
 
  
Weighted-
Average
Exercise Price
 
Outstanding — December 31, 2020
     3,327,330      $ 42.07  
Options granted
     658,480        43.57  
Options exercised
     (76,338      19.82  
Options canceled
     (170,068      52.52  
    
 
 
    
 
 
 
Outstanding — June 30, 2021
     3,739,404      $ 42.32  
    
 
 
    
 
 
 
Valuation Assumptions for Stock Awards
The fair values of stock options granted to employees were calculated using the following assumptions:
 
 
  
Three Months Ended

June 30,
  
Six Months Ended

June 30,
 
  
2021
  
2020
  
2021
  
2020
Expected term (in years)
  
5.3-6.1
  
5.1-6.1
  
5.3-6.1
  
5.1-6.1
Volatility
  
68.1%-72.2%
  
71.0%-71.8%
  
68.1%-72.7%
  
69.6%-71.8%
Risk-free interest rate
  
1.0%-1.1%
   0.4%   
0.9%-1.1%
  
0.4%-1.8%
Dividend yield
   —      —      —      —  
 
Stock-based Compensation Expense Recognized
Total stock-based compensation recognized by function included in the condensed consolidated statements of operations and comprehensive loss was as follows (in thousands):
 
 
  
Three Months Ended
June 30,
 
  
Six Months Ended
June 30,
 
 
  
2021
 
  
2020
 
  
2021
 
  
2020
 
Research and development
   $ 4,906      $ 3,430      $ 10,216      $ 8,780  
Selling, general and administrative
     15,064        13,141        30,134        24,158  
    
 
 
    
 
 
    
 
 
    
 
 
 
Total stock-based compensation expense
   $ 19,970      $ 16,571      $ 40,350      $ 32,938  
    
 
 
    
 
 
    
 
 
    
 
 
 
Summary of Share-based Compensation Arrangements by Share-based Payment Award The target prices and vesting tranches are set forth in the table below:
Stock Price Targets
 
  
Number of Units Allowed
 
  $ 109.20        82,940  
  $ 145.60        145,145  
  $ 182.00        186,615  
Restricted Stock Units [Member]  
Non-Vested Restricted Stock Activity
The following table summarizes activity of restricted stock units, or RSUs, granted to employees with service-based vesting under the 2017 Inducement Plan and 2015 Plan and related information:
 
 
  
Number
of RSUs
 
  
Weighted-
Average
Grant Date

Fair Value
 
Non-vested
units — December 31, 2020
     2,210,356      $ 57.80  
RSUs granted
     1,409,417        44.28  
RSUs vested
     (379,635      55.06  
RSUs forfeited
     (302,565      53.34  
    
 
 
          
Non-vested
units — June 30, 2021
     2,937,573      $ 52.13  
    
 
 
          
Market Condition Awards Granted to Employees [Member]  
Summary of Activity of Market-Condition Awards
The following table summarizes the Market-Condition RSU Awards granted and forfeited during the six months ended June 30, 2021:
 
    
Number
of RSUs
    
Weighted-
Average
Grant Date
Fair Value
    
Weighted-
Average
Remaining
Vesting
Period
(years)
    
Aggregate
Intrinsic
Value
 
Non-vested
market-condition awards — December 31, 2020
     414,700      $ 49.95        1.21           
Granted
     42,400        13.80        2.23           
Forfeited
     (42,400      49.95        0.71           
    
 
 
                            
Non-vested
market-condition awards — June 30, 2021
     414,700      $ 46.26        0.76      $ 14,523  
    
 
 
                      
 
 
 
Valuation Assumptions of Market-Condition Awards
The following table summarizes the assumptions used to estimate the fair value of the Market-Condition RSU Awards as of the grant date:
 
Valuation date stock price
   $ 37.20  
Expected term
     3.1 years  
Volatility
     66.6
Risk-free interest rate
     0.3
Dividend yield
     —