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Collaboration and Licensing Revenue - Summary of Deferred Revenue by Collaborator (Details) - USD ($)
$ in Thousands
Mar. 31, 2019
Dec. 31, 2018
Revenue, Remaining Performance Obligation, Expected Timing of Satisfaction, Start Date [Axis]: 2019-01-01 | Upfront and Milestone Payments    
Contract With Customer, Asset And Liability [Line Items]    
Deferred revenue   $ 63,284
Revenue, Remaining Performance Obligation, Expected Timing of Satisfaction, Start Date [Axis]: 2019-04-01 | Upfront and Milestone Payments    
Contract With Customer, Asset And Liability [Line Items]    
Deferred revenue $ 65,072  
ZIOPHARM Oncology, Inc. | Revenue, Remaining Performance Obligation, Expected Timing of Satisfaction, Start Date [Axis]: 2019-01-01 | Upfront and Milestone Payments    
Contract With Customer, Asset And Liability [Line Items]    
Deferred revenue   1,214
ZIOPHARM Oncology, Inc. | Revenue, Remaining Performance Obligation, Expected Timing of Satisfaction, Start Date [Axis]: 2019-04-01    
Contract With Customer, Asset And Liability [Line Items]    
Average remaining performance period (in years) 15 days  
ZIOPHARM Oncology, Inc. | Revenue, Remaining Performance Obligation, Expected Timing of Satisfaction, Start Date [Axis]: 2019-04-01 | Upfront and Milestone Payments    
Contract With Customer, Asset And Liability [Line Items]    
Deferred revenue $ 628  
Oragenics, Inc. | Revenue, Remaining Performance Obligation, Expected Timing of Satisfaction, Start Date [Axis]: 2019-01-01 | Upfront and Milestone Payments    
Contract With Customer, Asset And Liability [Line Items]    
Deferred revenue   5,810
Oragenics, Inc. | Revenue, Remaining Performance Obligation, Expected Timing of Satisfaction, Start Date [Axis]: 2019-04-01    
Contract With Customer, Asset And Liability [Line Items]    
Average remaining performance period (in years) 5 years 2 months 12 days  
Oragenics, Inc. | Revenue, Remaining Performance Obligation, Expected Timing of Satisfaction, Start Date [Axis]: 2019-04-01 | Upfront and Milestone Payments    
Contract With Customer, Asset And Liability [Line Items]    
Deferred revenue $ 5,669  
Intrexon Energy Partners, LLC | Revenue, Remaining Performance Obligation, Expected Timing of Satisfaction, Start Date [Axis]: 2019-01-01 | Upfront and Milestone Payments    
Contract With Customer, Asset And Liability [Line Items]    
Deferred revenue   10,267
Intrexon Energy Partners, LLC | Revenue, Remaining Performance Obligation, Expected Timing of Satisfaction, Start Date [Axis]: 2019-04-01    
Contract With Customer, Asset And Liability [Line Items]    
Average remaining performance period (in years) 5 years  
Intrexon Energy Partners, LLC | Revenue, Remaining Performance Obligation, Expected Timing of Satisfaction, Start Date [Axis]: 2019-04-01 | Upfront and Milestone Payments    
Contract With Customer, Asset And Liability [Line Items]    
Deferred revenue $ 9,659  
Intrexon Energy Partners II, LLC | Revenue, Remaining Performance Obligation, Expected Timing of Satisfaction, Start Date [Axis]: 2019-01-01 | Upfront and Milestone Payments    
Contract With Customer, Asset And Liability [Line Items]    
Deferred revenue   14,060
Intrexon Energy Partners II, LLC | Revenue, Remaining Performance Obligation, Expected Timing of Satisfaction, Start Date [Axis]: 2019-04-01    
Contract With Customer, Asset And Liability [Line Items]    
Average remaining performance period (in years) 5 years 8 months 12 days  
Intrexon Energy Partners II, LLC | Revenue, Remaining Performance Obligation, Expected Timing of Satisfaction, Start Date [Axis]: 2019-04-01 | Upfront and Milestone Payments    
Contract With Customer, Asset And Liability [Line Items]    
Deferred revenue $ 13,556  
Genopaver, LLC | Revenue, Remaining Performance Obligation, Expected Timing of Satisfaction, Start Date [Axis]: 2019-01-01 | Upfront and Milestone Payments    
Contract With Customer, Asset And Liability [Line Items]    
Deferred revenue   1,175
Genopaver, LLC | Revenue, Remaining Performance Obligation, Expected Timing of Satisfaction, Start Date [Axis]: 2019-04-01    
Contract With Customer, Asset And Liability [Line Items]    
Average remaining performance period (in years) 5 years  
Genopaver, LLC | Revenue, Remaining Performance Obligation, Expected Timing of Satisfaction, Start Date [Axis]: 2019-04-01 | Upfront and Milestone Payments    
Contract With Customer, Asset And Liability [Line Items]    
Deferred revenue $ 1,238  
Fibrocell Science, Inc. | Revenue, Remaining Performance Obligation, Expected Timing of Satisfaction, Start Date [Axis]: 2019-01-01 | Upfront and Milestone Payments    
Contract With Customer, Asset And Liability [Line Items]    
Deferred revenue   17,519
Fibrocell Science, Inc. | Revenue, Remaining Performance Obligation, Expected Timing of Satisfaction, Start Date [Axis]: 2019-04-01    
Contract With Customer, Asset And Liability [Line Items]    
Average remaining performance period (in years) 5 years 10 months 24 days  
Fibrocell Science, Inc. | Revenue, Remaining Performance Obligation, Expected Timing of Satisfaction, Start Date [Axis]: 2019-04-01 | Upfront and Milestone Payments    
Contract With Customer, Asset And Liability [Line Items]    
Deferred revenue $ 17,192  
Persea Bio, LLC | Revenue, Remaining Performance Obligation, Expected Timing of Satisfaction, Start Date [Axis]: 2019-01-01 | Upfront and Milestone Payments    
Contract With Customer, Asset And Liability [Line Items]    
Deferred revenue   2,697
Persea Bio, LLC | Revenue, Remaining Performance Obligation, Expected Timing of Satisfaction, Start Date [Axis]: 2019-04-01    
Contract With Customer, Asset And Liability [Line Items]    
Average remaining performance period (in years) 5 years 9 months 18 days  
Persea Bio, LLC | Revenue, Remaining Performance Obligation, Expected Timing of Satisfaction, Start Date [Axis]: 2019-04-01 | Upfront and Milestone Payments    
Contract With Customer, Asset And Liability [Line Items]    
Deferred revenue $ 4,070  
Harvest start-up entities | Revenue, Remaining Performance Obligation, Expected Timing of Satisfaction, Start Date [Axis]: 2019-01-01 | Upfront and Milestone Payments    
Contract With Customer, Asset And Liability [Line Items]    
Deferred revenue   7,644
Harvest start-up entities | Revenue, Remaining Performance Obligation, Expected Timing of Satisfaction, Start Date [Axis]: 2019-04-01    
Contract With Customer, Asset And Liability [Line Items]    
Average remaining performance period (in years) 5 years 10 months 24 days  
Harvest start-up entities | Revenue, Remaining Performance Obligation, Expected Timing of Satisfaction, Start Date [Axis]: 2019-04-01 | Upfront and Milestone Payments    
Contract With Customer, Asset And Liability [Line Items]    
Deferred revenue $ 7,260  
Other | Revenue, Remaining Performance Obligation, Expected Timing of Satisfaction, Start Date [Axis]: 2019-01-01 | Upfront and Milestone Payments    
Contract With Customer, Asset And Liability [Line Items]    
Deferred revenue   $ 2,898
Other | Revenue, Remaining Performance Obligation, Expected Timing of Satisfaction, Start Date [Axis]: 2019-04-01    
Contract With Customer, Asset And Liability [Line Items]    
Average remaining performance period (in years) 2 years  
Other | Revenue, Remaining Performance Obligation, Expected Timing of Satisfaction, Start Date [Axis]: 2019-04-01 | Upfront and Milestone Payments    
Contract With Customer, Asset And Liability [Line Items]    
Deferred revenue $ 5,800