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Stock-Based Compensation (Tables)
9 Months Ended
Sep. 30, 2017
Disclosure of Compensation Related Costs, Share-based Payments [Abstract]  
Stock-Based Compensation Expense
The following table shows stock-based compensation expense for stock options, RSUs and ESPP (in thousands):
 
Three Months Ended September 30,
 
Nine Months Ended September 30,
 
2017
 
2016
 
2017
 
2016
Research and development
$
2,006

 
$
1,403

 
$
5,512

 
$
4,243

General and administrative
1,995

 
1,600

 
5,552

 
4,883

Total stock-based compensation expense
$
4,001

 
$
3,003

 
$
11,064

 
$
9,126

Valuation Assumptions Using the Black-Scholes Option-Pricing Model
The fair value of each option award is estimated on the date of grant using the Black-Scholes option-pricing model using the assumptions in the following table for options issued during the period indicated:
 
Nine Months Ended September 30,
 
2017
 
2016
Expected dividend yield
0%
 
0%
Expected volatility
66.7% - 68.3%
 
63.7% - 67.7%
Risk-free interest rate
1.9% - 2.3%
 
1.2% - 2.1%
Expected term
6.25 years
 
6.25 years
Stock Option and Restricted Stock Unit Activity
The following table summarizes stock option and restricted stock unit (RSU) activity during the nine months ended September 30, 2017:
 
Shares
 
Weighted-
Average
Exercise Price
 
Weighted-Average
Remaining
Contractual Term
(Years)
 
Aggregate
Intrinsic
Value
(in thousands)
Outstanding, December 31, 2016
3,838,060

 
$
18.93

 
7.0
 

Granted
1,219,725

 
20.09

 

 

Exercised
(219,732
)
 
2.02

 

 

Forfeited or expired
(304,259
)
 
24.13

 

 

Outstanding, September 30, 2017
4,533,794

 
19.71

 
7.2
 
$
18,050

As of September 30, 2017:


 


 

 


Exercisable
2,704,057

 
16.86

 
6.2
 
17,254

Vested and expected to vest
4,352,976

 
19.48

 
7.2
 
17,993