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Share-Based Compensation (Tables)
12 Months Ended
Dec. 31, 2021
Share-based Payment Arrangement [Abstract]  
Schedule of Stock Option Activity
The following table summarizes the Company’s stock option activity and related information for the year ended December 31, 2021:
 Number of
Options
Weighted
Average
Exercise
Price
Weighted-Average Remaining Contractual Term (years)Aggregate Intrinsic Value (millions)
Balance outstanding as of December 31, 2020
4,429,489 $58.82 
Granted1,012,211 $177.84 
Exercised(673,095)$41.54 
Forfeited and expired(236,353)$108.53 
Balance outstanding as of December 31, 2021
4,532,252 $85.38 6.9$311.7 
Options exercisable at December 31, 2021
2,685,192 $50.44 5.7$261.2 
Schedule of Assumptions Used in Fair Value Estimates The assumptions used for the specified reporting periods and the resulting estimates of weighted-average estimated fair value per share of options granted during those periods are as follows:
 Year Ended December 31,
202120202019
Risk-free interest rate0.8%1.1%2.2%
Dividend yield—%—%—%
Volatility factor76.9%81.5%82.1%
Expected term (in years)5.15.65.6
Weighted average estimated fair value per share$110.43$77.92$52.03
Schedule of Restricted Stock Units Activity and Performance Stock Units Activity A summary of the Company’s RSU activity for the year ended December 31, 2021 is as follows:
 Number of
RSUs
Weighted Average Grant Date Fair ValueAggregate Intrinsic Value (millions)
Balance outstanding as of December 31, 2020
450,260 $114.58 
Granted484,409 $182.35 
Releases(148,551)$117.35 
Canceled/forfeited(65,551)$147.70 
Balance outstanding as of December 31, 2021
720,567 $156.55 $105.7 
A summary of the Company’s PSU activity for the year ended December 31, 2021 is as follows:
 Number of
PSUs
Weighted Average Grant Date Fair ValueAggregate Intrinsic Value (millions)
Balance outstanding as of December 31, 2020
15,000 $101.00 
Granted323,337 $158.96 
Releases(3,428)$212.93 
Canceled/forfeited(53,298)$146.48 
Balance outstanding as of December 31, 2021
281,611 $157.58 $41.3 
Schedule of Share-based Compensation Expense
Total share-based compensation expense by consolidated statement of operations and comprehensive loss classification is presented below (in thousands):
Year ended December 31,
202120202019
Research and development expense$68,496 $48,044 $31,024 
General and administrative expense45,006 37,803 24,513 
$113,502 $85,847 $55,537