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Basis of Presentation and Significant Accounting Policies - New Accounting Pronouncements - Recently Adopted (Details) - USD ($)
$ / shares in Units, $ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2017
Dec. 31, 2016
Sep. 30, 2016
Jun. 30, 2016
Sep. 30, 2015
Jun. 30, 2017
Jun. 30, 2016
Revised Statements of Operations and Comprehensive Loss              
Product revenue, net $ 28,829     $ 1,242   $ 30,968 $ 1,518
License revenue 635     34,568   1,569 34,592
Cost of sales - product 3,620     234   4,064 313
Loss from operations (148,514)     (55,243)   (281,759) (142,344)
Net loss $ (152,059)     $ (59,154)   $ (288,784) $ (150,134)
Net loss per share applicable to common stockholders - basic and diluted (in dollars per share) $ (2.82)     $ (1.29)   $ (5.36) $ (3.46)
Revised Statement of Financial Position              
Accounts receivable $ 23,149 $ 6,195       $ 23,149  
Other current assets 23,045 10,515       23,045  
Accrued expenses 99,589 68,700       99,589  
Deferred revenue, current 95 95       95  
Deferred revenue, non-current 258 305       258  
Customer deposit   15,000          
Accumulated deficit (1,262,545) (973,761)       (1,262,545)  
Revised Statement of Cash Flow              
Net loss (152,059)     $ (59,154)   (288,784) $ (150,134)
Adjustments to reconcile net loss to net cash used in operating activities:              
Accounts receivable           (16,954) 1,152
Other assets           (10,950) (2,112)
Accrued expenses           19,746 6,506
Deferred revenues           (46) 417
Cash and cash equivalents at beginning of period     $ 320,204     785,877 230,146
Cash and cash equivalents at end of period 507,941 785,877   320,204   507,941 320,204
Collaborative Arrangement              
Revised Statements of Operations and Comprehensive Loss              
License revenue     14,800        
License Agreement              
Revised Statements of Operations and Comprehensive Loss              
License revenue         $ 1,900    
Zai Lab              
Revised Statements of Operations and Comprehensive Loss              
License revenue 0         $ 0  
Zai Lab | Collaborative Arrangement              
Impact of Adoption              
Previously recognized revenue 0            
Impact of potential future payments on transaction price $ 0            
ASU No. 2014-09              
Revised Statements of Operations and Comprehensive Loss              
Product revenue, net       1,242     1,518
License revenue       34,568     34,592
Cost of sales - product       234     313
Loss from operations       (55,243)     (142,344)
Net loss       $ (59,154)     $ (150,134)
Net loss per share applicable to common stockholders - basic and diluted (in dollars per share)       $ (1.29)     $ (3.46)
Revised Statement of Financial Position              
Accounts receivable   6,195          
Other current assets   10,515          
Accrued expenses   68,700          
Deferred revenue, current   95          
Deferred revenue, non-current   305          
Accumulated deficit   (973,761)          
Revised Statement of Cash Flow              
Net loss       $ (59,154)     $ (150,134)
Adjustments to reconcile net loss to net cash used in operating activities:              
Accounts receivable             1,152
Other assets             (2,112)
Accrued expenses             6,506
Deferred revenues             417
Cash and cash equivalents at beginning of period     320,204       230,146
Cash and cash equivalents at end of period       320,204     320,204
Effect of change | ASU No. 2014-09              
Revised Statements of Operations and Comprehensive Loss              
Product revenue, net       (194)     (91)
License revenue       (557)     (667)
Cost of sales - product       (4)     (1)
Loss from operations       (747)     (757)
Net loss       $ (747)     $ (757)
Net loss per share applicable to common stockholders - basic and diluted (in dollars per share)       $ (0.01)     $ (0.02)
Revised Statement of Financial Position              
Accounts receivable   852          
Other current assets   1,596          
Accrued expenses   429          
Deferred revenue, current   (193)          
Deferred revenue, non-current   305          
Customer deposit   (15,000)          
Accumulated deficit   16,907          
Revised Statement of Cash Flow              
Net loss       $ (747)     $ (757)
Adjustments to reconcile net loss to net cash used in operating activities:              
Accounts receivable             983
Other assets             184
Accrued expenses             85
Deferred revenues             (495)
As originally reported under Topic 605 | ASU No. 2014-09              
Revised Statements of Operations and Comprehensive Loss              
Product revenue, net       1,436     1,609
License revenue       35,125     35,259
Cost of sales - product       238     314
Loss from operations       (54,496)     (141,587)
Net loss       $ (58,407)     $ (149,377)
Net loss per share applicable to common stockholders - basic and diluted (in dollars per share)       $ (1.28)     $ (3.44)
Revised Statement of Financial Position              
Accounts receivable   5,343          
Other current assets   8,919          
Accrued expenses   68,271          
Deferred revenue, current   288          
Customer deposit   15,000          
Accumulated deficit   $ (990,668)          
Revised Statement of Cash Flow              
Net loss       $ (58,407)     $ (149,377)
Adjustments to reconcile net loss to net cash used in operating activities:              
Accounts receivable             169
Other assets             (2,296)
Accrued expenses             6,421
Deferred revenues             912
Cash and cash equivalents at beginning of period     $ 320,204       230,146
Cash and cash equivalents at end of period       $ 320,204     $ 320,204