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Equity (Tables)
9 Months Ended
Sep. 30, 2022
Equity [Abstract]  
Summary of Stock-based Compensation Expense
Stock-based compensation expense is classified in the condensed statements of operations as follows:
(in thousands)Three Months Ended
September 30,
Nine Months Ended
September 30,
2022202120222021
Research and development expenses$973 $1,423 $3,288 $3,850 
General and administrative expenses1,058 1,787 3,501 4,698 
Total stock-based compensation expense$2,031 $3,210 $6,789 $8,548 
Schedule of Weighted Average Assumptions
The fair values of stock options granted are estimated using the Black-Scholes option pricing model with the following weighted average assumptions:
 Three Months Ended
September 30,
Nine Months Ended
September 30,
 2022202120222021
Expected volatility84.18 %89.17 %83.80 %89.18 %
Expected dividends%%%%
Expected terms (years)6.086.076.046.03
Risk free rate2.83 %0.83 %2.63 %0.89 %
Schedule of Stock Option Activity
A summary of the Company’s stock option activity and related information for the nine months ended September 30, 2022 is as follows:
 Number of SharesWeighted Average Exercise PriceWeighted Average Remaining Contractual Life
 (in Years)
Aggregate Intrinsic Value
(in Thousands)
Outstanding at December 31, 20218,963,945 $7.20 8.32$6,912 
Options granted3,360,450 $1.34 
Options exercised(36,500)$3.67 
Options cancelled/forfeited(2,871,996)$7.86 
Outstanding at September 30, 20229,415,899 $4.92 8.30$— 
Exercisable as of September 30, 20223,729,902 $6.04 7.16$— 
Summary of RSU Activity
A summary of the Company’s RSU activity and related information for the nine months ended September 30, 2022 is as follows:
 Number of SharesWeighted Average Grant Date Fair Value
Non-vested at December 31, 2021132,000 $9.97 
Restricted stock units granted700,000 $3.69 
Restricted stock units vested(24,750)$12.20 
Restricted stock units forfeited(353,000)$4.86 
Non-vested at September 30, 2022454,250 $4.14