Summary of Significant Accounting Policies - Estimated useful life (Details)
12 Months Ended
Dec. 31, 2019
Laboratory equipment  
Property, Plant and Equipment [Line Items]  
Estimated useful life 5 years
Computers and software  
Property, Plant and Equipment [Line Items]  
Estimated useful life 3 years
Furniture and fixtures  
Property, Plant and Equipment [Line Items]  
Estimated useful life 7 years
Building  
Property, Plant and Equipment [Line Items]  
Estimated useful life 30 years
Leasehold improvements  
Property, Plant and Equipment [Line Items]  
Estimated useful life 10 years