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Revenue Arrangements - Narrative (Details)
1 Months Ended 3 Months Ended 6 Months Ended 40 Months Ended
Jun. 13, 2020
USD ($)
Dec. 17, 2019
USD ($)
Jun. 05, 2019
USD ($)
Oct. 31, 2017
USD ($)
$ / shares
shares
Jun. 06, 2017
USD ($)
$ / shares
shares
Dec. 02, 2016
USD ($)
contract
obligation
target
Dec. 31, 2016
USD ($)
shares
Jun. 30, 2020
USD ($)
agreement
Jun. 30, 2019
USD ($)
Jun. 30, 2020
USD ($)
agreement
shares
Jun. 30, 2019
USD ($)
Mar. 31, 2018
USD ($)
Dec. 31, 2019
USD ($)
Dec. 01, 2019
USD ($)
Dec. 31, 2018
$ / shares
Jan. 01, 2018
USD ($)
Disaggregation of Revenue [Line Items]                                
Short-term contract liability               $ 1,928,000   $ 1,928,000     $ 1,674,000      
Long-term contract liability               16,412,000   $ 16,412,000     14,680,000      
Number of additional targets | target           4                    
Sale of stock, number of shares issued in transaction (in shares) | shares                   100,847,810            
Deferred revenue related to agreement               18,340,000   $ 18,340,000     16,354,000      
Remaining performance obligation               18,300,000   18,300,000            
Revenue recognized                   14,000            
Retained earnings (accumulated deficit)               (379,454,000)   (379,454,000)     (335,753,000)      
Grant and collaboration revenue               0 $ 13,000 0 $ 23,000          
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                          
Spark License Agreement                                
Disaggregation of Revenue [Line Items]                                
Deferred revenue related to agreement                           $ 6,700,000    
Sarepta Therapeutics, Inc.                                
Disaggregation of Revenue [Line Items]                                
Upfront cash payment $ 2,000,000.0                              
Short-term contract liability               300,000   300,000            
Long-term contract liability               1,700,000   1,700,000            
License Agreement For Pompe Disease                                
Disaggregation of Revenue [Line Items]                                
Upfront cash payment   $ 7,000,000.0                            
Sales milestone payments   237,000,000.0                            
Short-term contract liability               1,700,000   1,700,000            
Long-term contract liability               5,300,000   5,300,000            
Initial Up-front cash payment   2,000,000.0                            
Initial Upfront execution fee payment   $ 5,000,000.0                            
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   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                    
Sales milestone payments           255,000,000.0                    
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                    
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     $ 9,200,000      
Number of agreements combined and evaluated into a single agreement | agreement               2   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   $ 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                    
ASU 2014-09 | Skolkovo | Cumulative Effect, Period of Adoption, Adjustment [Member]                                
Disaggregation of Revenue [Line Items]                                
Retained earnings (accumulated deficit)                               $ 1,800,000
Grant Revenue                                
Disaggregation of Revenue [Line Items]                                
Grant and collaboration revenue                   $ 100,000 $ 0