Income Taxes (Tables)
12 Months Ended
Dec. 31, 2020
Income Taxes  
Schedule of reconciliation of the U.S. federal statutory income tax rate to the Company's effective income tax

Year ended

December 31, 

    

2020

2019

Federal statutory income tax rate

 

(21.0)

%  

(21.0)

%

State taxes, net of federal benefit

 

(6.2)

 

(6.2)

Federal and state research and development tax credits

 

(5.9)

 

(6.0)

Stock‑based compensation expense

 

0.4

 

0.7

Other

 

0.5

 

0.5

Increase in deferred tax asset valuation allowance

 

32.2

 

32.0

Effective income tax rate

 

%  

%

Net deferred tax assets

Net deferred tax assets consisted of the following (in thousands):

December 31, 

    

2020

    

2019

Deferred tax assets:

 

  

 

  

Net operating loss carryforwards

$

97,791

$

61,160

Research and development tax credit carryforwards

 

23,524

 

13,525

Accrued expenses

 

2,241

 

1,142

Capitalized intellectual property costs

 

1,123

 

1,073

Capitalized research and development expense

 

97

 

109

Operating lease liabilities

11,394

12,952

Stock‑based compensation expense

 

15,847

 

9,156

Total deferred tax assets

 

152,017

 

99,117

Deferred tax liabilities:

 

  

 

  

Operating lease assets

(11,050)

(12,720)

Depreciation and other

 

(1,090)

 

(513)

Total deferred tax liabilities

 

(12,140)

 

(13,233)

Valuation allowance

 

(139,877)

 

(85,884)

Net deferred tax assets

$

$

Summary of changes in the valuation allowance for deferred tax assets

Changes in the valuation allowance for deferred tax assets during the years ended December 31, 2020 and 2019 related primarily to the increase in net operating loss carryforwards and research and development tax credit carryforwards in 2020 and 2019, and were as follows (in thousands):

Year ended December 31, 

    

2020

2019

    

2018

Valuation allowance as of beginning of year

$

85,884

$

33,666

$

12,575

Decreases recorded as benefit to income tax provision

 

 

 

Increases recorded to income tax provision

 

53,993

 

52,218

 

21,091

Valuation allowance as of end of year

$

139,877

$

85,884

$

33,666