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Summary of Significant Accounting Policies - Contract Balances (Details) - USD ($)
3 Months Ended 6 Months Ended
Jan. 02, 2018
Jun. 30, 2018
Mar. 31, 2018
Jun. 30, 2018
Changes in the Company’s contract assets and contract liabilities        
Contract asset, Additions       $ 4,041,000
Contract asset, Deductions       (4,041,000)
Contract liabilities:        
Deferred revenue, Deductions       (8,196,000)
Deferred revenue, Balance at End of Period $ 89,967,000 $ 81,771,000   81,771,000
Revenues recognized from changes in contract asset and liability balances        
Amounts included in contract liabilities at the beginning of the period   $ 1,321,000   13,196,000
Performance obligations satisfied in previous periods $ 4,600,000      
Milestone recognized as contract asset       4,041,000
Takeda        
Contract liabilities:        
Deferred revenue, Deductions       (5,900,000)
Revenues recognized from changes in contract asset and liability balances        
Amounts included in contract liabilities at the beginning of the period       10,900,000
Other Collaborator        
Revenues recognized from changes in contract asset and liability balances        
Deferred revenue recognized upon completion of performance obligations       750,000
Other Collaborator | Technological Improvements        
Revenues recognized from changes in contract asset and liability balances        
Amortization of deferred revenue       1,200,000
Upon shipment        
Revenues recognized from changes in contract asset and liability balances        
Deferred revenue recognized upon completion of performance obligations       $ 335,000
Adjustments due to new guidance | ASU 2014-09        
Changes in the Company’s contract assets and contract liabilities        
Contract asset, Additions     $ 5,000,000  
Revenues recognized from changes in contract asset and liability balances        
Milestone recognized as contract asset     $ 5,000,000