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Stock-based compensation (Tables)
6 Months Ended
Jun. 30, 2020
Share-based Payment Arrangement [Abstract]  
Summary of Stock-Based Compensation Expense by Award Type Stock-based compensation expense by award type included within the condensed consolidated statements of operations and comprehensive loss was as follows (in thousands):
For the three months ended June 30,For the six months ended June 30,

2020201920202019
Stock options
$26,073  $24,800  $50,513  $47,983  
Restricted stock units
14,143  30,012  25,996  38,893  
Employee stock purchase plan and other8,313  299  8,313  576  
$48,529  $55,111  $84,822  $87,452  
Schedule of Stock-Based Compensation Expense by Classification
Stock-based compensation expense by classification included within the condensed consolidated statements of operations and comprehensive loss was as follows (in thousands): 
For the three months ended June 30,For the six months ended June 30,
2020201920202019
Research and development$23,098  $29,694  $39,367  $45,210  
Selling, general and administrative25,431  25,417  45,455  42,242  
$48,529  $55,111  $84,822  $87,452  
Summary of Stock Option Activity Under Plan
The following table summarizes the stock option activity under the Company’s equity award plans:
Shares
(in thousands)
Weighted-
average
exercise price
per share
Outstanding at December 31, 20195,483  $116.30  
Granted
1,306  $72.50  
Exercised
(27) $40.91  
Canceled, forfeited, or expired
(296) $135.10  
Outstanding at June 30, 20206,466  $106.90  
Exercisable at June 30, 20203,442  $102.07  
Vested and expected to vest at June 30, 20206,466  $106.90  
Summary of Restricted Common Stock Awards
The following table summarizes the restricted stock unit activity under the Company’s equity award plans:
Shares
(in thousands)
Weighted-
average
grant date
fair value
Unvested balance at December 31, 20191,127  $146.10  
Granted
879  $72.59  
Vested
(318) $143.73  
Forfeited
(95) $132.84  
Unvested balance at June 30, 20201,593  $106.81