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Revenue Arrangements - Narrative (Details)
1 Months Ended 3 Months Ended 40 Months Ended
Dec. 17, 2019
USD ($)
Jun. 05, 2019
USD ($)
Oct. 31, 2017
USD ($)
$ / shares
shares
Jun. 06, 2017
USD ($)
$ / shares
shares
Dec. 02, 2016
USD ($)
target
obligation
contract
Dec. 31, 2016
USD ($)
shares
Mar. 31, 2020
USD ($)
agreement
shares
Mar. 31, 2019
USD ($)
Mar. 31, 2018
USD ($)
Dec. 31, 2019
USD ($)
Dec. 31, 2018
$ / shares
Jan. 01, 2018
USD ($)
Disaggregation of Revenue [Line Items]                        
Long-term contract liability             $ 14,656,000     $ 14,680,000    
Short-term contract liability             $ 1,674,000     1,674,000    
Number of additional targets | target         4              
Sale of stock, number of shares issued in transaction (in shares) | shares             87,019,172          
Deferred revenue related to agreement             $ 16,330,000     16,354,000    
Remaining performance obligation             16,300,000          
Revenue recognized             24,000          
Grant and collaboration revenue             0 $ 10,000        
Spark Letter Agreement                        
Disaggregation of Revenue [Line Items]                        
Sale common stock     $ 2,500,000                  
Premium of average daily VWAP (as a percent)     115.00%                  
Deferred revenue related to agreement     $ 2,500,000                  
Aggregate purchase price       $ 5,000,000.0                
Number of shares authorized to be issued pursuant to the Stock Purchase Agreement (in shares) | shares     205,254 324,362                
Fair value of initial purchase of common stock combined with the embedded future stock Acquisition Rights         $ 2,700,000              
Aggregate purchase price per share (in dollar per share) | $ / shares     $ 24.36 $ 15.41                
Reimbursement invoices   $ 1,200,000                    
License Agreement For Pompe Disease [Member]                        
Disaggregation of Revenue [Line Items]                        
Long-term contract liability             5,300,000          
Upfront cash payment $ 7,000,000.0                      
Initial Up-front cash payment 2,000,000.0                      
Initial Upfront execution fee payment 5,000,000.0                      
Short-term contract liability             1,700,000          
Sales milestone payments $ 237,000,000.0                      
First Acquisition Right                        
Disaggregation of Revenue [Line Items]                        
Aggregate purchase price     $ 5,000,000.0                  
Skolkovo                        
Disaggregation of Revenue [Line Items]                        
Deferred revenue related to agreement             100,000         $ 200,000
Payments received                 $ 2,000,000.0      
Grants from entities, unused grant funds               100,000        
Overspent costs               100,000        
Second Acquisition Right                        
Disaggregation of Revenue [Line Items]                        
Share price (in dollars per share) | $ / shares     $ 24.36                  
Premium of average daily VWAP (as a percent)     115.00%                  
Aggregate price of shares Spark will have the right to purchase     $ 5,000,000.0                  
Spark License Agreement                        
Disaggregation of Revenue [Line Items]                        
Upfront cash payment         10,000,000.0              
Aggregate additional payments due within twelve months         $ 5,000,000.0              
Term loan number of payments | contract         2              
Two payments due within 12 months of contract date         $ 2,500,000              
Number of additional targets | target         4              
Variable fee the Company is eligible to receive for each additional target option elected         $ 2,000,000.0              
Election period to exercise additional targets         3 years              
Additional development and regulatory milestone payments         $ 65,000,000.0              
Commercialization milestone payments         365,000,000.0              
Sales milestone payments         $ 255,000,000.0              
Period after first commercial sale when the Company is eligible to receive royalties         10 years              
Period for prior written notice to terminate license         90 days              
Sale of stock, number of shares issued in transaction (in shares) | shares           197,238            
Sale common stock           $ 5,000,000.0            
Share price (in dollars per share) | $ / shares                     $ 25.35  
Premium of average daily VWAP (as a percent)                     115.00%  
Deferred revenue related to agreement             $ 9,200,000     $ 9,200,000    
Number of agreements combined and evaluated into a single agreement | agreement             2          
Fair value of initial purchase of common stock combined with the embedded future stock Acquisition Rights         $ 2,700,000              
Remaining performance obligation         12,300,000   $ 2,300,000          
Performance obligation per each option         1,300,000              
Spark License Agreement | MIT                        
Disaggregation of Revenue [Line Items]                        
License and option agreement, additional sub-license payment received liability             2,200,000          
License and option agreement, payments made relative to calculated premium paid for initial equity investment made under the purchase agreement             400,000          
Spark License Agreement | Consideration for Promises                        
Disaggregation of Revenue [Line Items]                        
Upfront cash payment         15,000,000.0              
Spark License Agreement | Development Milestones                        
Disaggregation of Revenue [Line Items]                        
Additional development and regulatory milestone payments         35,000,000.0              
Spark License Agreement | Regulatory Milestones                        
Disaggregation of Revenue [Line Items]                        
Additional development and regulatory milestone payments         30,000,000.0              
Spark License Agreement | Commercial Milestones                        
Disaggregation of Revenue [Line Items]                        
Commercialization milestone payments         $ 110,000,000.0              
Spark License Agreement | License and Supply Obligation                        
Disaggregation of Revenue [Line Items]                        
Number of obligations | obligation         5              
Remaining performance obligation         $ 7,100,000              
Spark License Agreement | Discount on Option Obligation                        
Disaggregation of Revenue [Line Items]                        
Number of obligations | obligation         4              
Remaining performance obligation         $ 5,200,000              
Accumulated deficit | ASU 2014-09 | Skolkovo                        
Disaggregation of Revenue [Line Items]                        
Adoption of new accounting principle                       $ 1,800,000
Grant Revenue                        
Disaggregation of Revenue [Line Items]                        
Grant and collaboration revenue             $ 100,000 $ 0