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Revenue Arrangements - Narrative (Details)
1 Months Ended 3 Months Ended 12 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 ($)
obligation
contract
target
Dec. 31, 2016
USD ($)
shares
Dec. 31, 2019
USD ($)
agreement
Sep. 30, 2019
USD ($)
Jun. 30, 2019
USD ($)
Mar. 31, 2019
USD ($)
Dec. 31, 2018
USD ($)
Sep. 30, 2018
USD ($)
Jun. 30, 2018
USD ($)
Mar. 31, 2018
USD ($)
Dec. 31, 2019
USD ($)
agreement
shares
Dec. 31, 2018
USD ($)
Dec. 31, 2017
USD ($)
$ / shares
Mar. 31, 2018
USD ($)
Jan. 01, 2018
USD ($)
Disaggregation of Revenue [Line Items]                                      
Accumulated deficit             $ (335,753,000)       $ (280,403,000)       $ (335,753,000) $ (280,403,000)      
Long-term contract liability             14,680,000       13,818,000       14,680,000 13,818,000      
Short-term contract liability             1,674,000       959,000       $ 1,674,000 959,000      
Number of additional targets | target         4                            
Sale of stock, number of shares issued in transaction (in shares) | shares                             86,325,547        
Deferred revenue related to agreement             16,354,000       16,903,000       $ 16,354,000 16,903,000      
Fair value of initial purchase of common stock combined with the embedded future stock Acquisition Rights                                 $ 10,000,000    
Remaining performance obligation             9,200,000               9,200,000        
Revenue recognized                             6,677,000        
Adoption of new accounting principle                                     $ 1,830,000
Grant and collaboration revenue             6,654,000 $ 0 $ 13,000 $ 10,000 903,000 $ 0 $ 0 $ 0 6,677,000 903,000 $ 207,000    
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               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               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               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       $ 14,700,000       $ 9,200,000 14,700,000      
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                            
Accumulated deficit                                      
Disaggregation of Revenue [Line Items]                                      
Adoption of new accounting principle                                     1,830,000
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      
Adjustments due to ASU 2014-09 | ASU 2014-09                                      
Disaggregation of Revenue [Line Items]                                      
Accumulated deficit                                     1,800,000
Long-term contract liability                                     $ (1,800,000)