Income Taxes (Tables)
12 Months Ended
Dec. 31, 2021
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, 

    

2021

2020

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

 

(6.4)

 

(5.9)

 

Stock‑based compensation expense

 

(1.6)

 

0.4

 

Section 162(m) compensation deduction limitation

1.6

Other

 

(0.4)

 

0.5

 

Increase in deferred tax asset valuation allowance

 

34.0

 

32.2

 

Effective income tax rate

 

%  

%  

Net deferred tax assets

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

December 31, 

    

2021

    

2020

Deferred tax assets:

 

  

 

  

Net operating loss carryforwards

$

145,990

$

97,791

Research and development tax credit carryforwards

 

36,161

 

23,524

Accrued expenses

 

2,137

 

2,241

Capitalized intellectual property costs

 

1,746

 

1,123

Capitalized research and development expense

 

86

 

97

Operating lease liabilities

10,194

11,394

Stock‑based compensation expense

 

21,483

 

15,847

Total deferred tax assets

 

217,797

 

152,017

Deferred tax liabilities:

 

  

 

  

Operating lease assets

(9,590)

(11,050)

Depreciation and other

 

(1,500)

 

(1,090)

Total deferred tax liabilities

 

(11,090)

 

(12,140)

Valuation allowance

 

(206,707)

 

(139,877)

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, 2021, 2020 and 2019 related primarily to the increase in net operating loss carryforwards and research and development tax credit carryforwards and were as follows (in thousands):

Year ended December 31, 

    

2021

2020

    

2019

Valuation allowance as of beginning of year

$

139,877

$

85,884

$

33,666

Decreases recorded as benefit to income tax provision

 

 

 

Increases recorded to income tax provision

 

66,830

 

53,993

 

52,218

Valuation allowance as of end of year

$

206,707

$

139,877

$

85,884