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Equity Incentive Plans (Tables)
9 Months Ended
Sep. 30, 2020
Share-based Payment Arrangement [Abstract]  
Summary of Activity Related to Stock Option Awards A summary of the activity related to stock option awards during the nine months ended September 30, 2020 is as follows:
 
Shares
Subject to
Options
Weighted-Average
Exercise
Price per
Share
Weighted-Average
Remaining
Contractual
Term
(in years)
Aggregate
Intrinsic
Value (in
thousands)
Outstanding at January 1, 20203,039,880 $29.40 
Granted461,425 $18.30 
Exercises(91,146)$4.06 
Forfeitures and cancellations(534,096)$37.54 
Outstanding at September 30, 20202,876,063 $26.91 7.47$6,747 
Exercisable at September 30, 20201,355,530 $27.48 5.64$6,365 
Summary of Weighted Average Assumptions in Stock Option Valuations
The estimated fair values of stock option awards granted to employees were determined on the date of grant using the Black-Scholes option valuation model with the following weighted-average assumptions:
Nine Months Ended
September 30,
20202019
Risk-free interest rate0.5 %2.5 %
Expected volatility90.5 %68.4 %
Expected dividend yield— %— %
Expected term (in years)6.256.25
Weighted-average grant date fair value per share$13.88 $43.08 
Summary of Non-cash Stock-based Compensation Expense
Total non-cash stock-based compensation expense for all stock awards that was recognized in the consolidated statements of operations and comprehensive loss is as follows:
Three Months Ended
September 30,
Nine Months Ended
September 30,
(in thousands)2020201920202019
Research and development$926 $1,580 $3,030 $4,469 
General and administrative1,879 1,564 5,491 5,185 
Total$2,805 $3,144 $8,521 $9,654