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Stock-Based Compensation - Stock-Based Compensation Expense (Details) - USD ($)
$ / shares in Units, $ in Thousands
1 Months Ended 3 Months Ended 6 Months Ended
May 31, 2017
Jun. 30, 2022
Jun. 30, 2021
Jun. 30, 2022
Jun. 30, 2021
Dec. 31, 2021
Oct. 31, 2013
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]              
Offering period 6 months            
Options outstanding (in shares)   10,500,755   10,500,755   8,373,921  
Weighted-average exercise price of stock options outstanding (in dollars per share)   $ 18.66   $ 18.66   $ 21.47  
Employee Service Share-based Compensation, Allocation of Recognized Period Costs [Line Items]              
Stock-based compensation expense   $ 5,300 $ 6,070 $ 10,574 $ 11,356    
2016 Employee Stock Purchase Plan              
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]              
Share-based compensation, number of shares authorized (in shares) 800,000            
Payroll deduction percentage 10.00%            
Purchase price of common stock percent of the fair market value 85.00%            
Common stock purchased (in shares)       65,125      
2003 Stock Incentive Plan              
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]              
Options outstanding (in shares)   105,282   105,282      
Stock Incentive Plan 2013              
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]              
Share-based compensation, number of shares authorized (in shares)   15,816,949   15,816,949      
Options outstanding (in shares)   10,395,473   10,395,473      
Potential annual increase in shares reserved for future issuance (in shares)             1,960,168
Potential annual increase in shares reserved for future issuance as percentage of outstanding share       4.00%      
Research and Development              
Employee Service Share-based Compensation, Allocation of Recognized Period Costs [Line Items]              
Stock-based compensation expense   $ 2,658 3,058 $ 5,050 5,785    
General and Administrative              
Employee Service Share-based Compensation, Allocation of Recognized Period Costs [Line Items]              
Stock-based compensation expense   $ 2,642 $ 3,012 $ 5,524 $ 5,571