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Significant Agreements - Additional Information (Details)
1 Months Ended 12 Months Ended
Dec. 16, 2021
USD ($)
ft²
Jun. 18, 2021
shares
Jun. 07, 2021
USD ($)
Apr. 30, 2021
USD ($)
Jan. 31, 2021
USD ($)
shares
Dec. 31, 2020
USD ($)
shares
Apr. 30, 2020
Dec. 31, 2022
USD ($)
shares
Dec. 31, 2021
USD ($)
shares
Dec. 31, 2020
USD ($)
shares
May 07, 2021
shares
Research And Development Arrangement Contract To Perform For Others [Line Items]                      
Common stock, shares, issued | shares               58,221,760 58,221,760    
Research and development               $ 72,787,000 $ 37,932,000    
General and administrative               32,852,000 22,511,000    
Future minimum lease payments               6,174,000      
Lessee, Operating Lease, Existence of Option to Extend [true false]             true        
Operating lease right-of-use assets               5,580,000 $ 11,574,000    
Operating Lease, Liability               $ 5,794,000      
Common Stock                      
Research And Development Arrangement Contract To Perform For Others [Line Items]                      
Share-based compensation arrangement exercised | shares               67,196 33,906    
Stanford Exclusive License Agreement                      
Research And Development Arrangement Contract To Perform For Others [Line Items]                      
Upfront license fees received           $ 50,000.0          
Common stock, shares, issued | shares           640,861       640,861 640,861
Common stock additional paid in capital           $ 2,800,000       $ 2,800,000  
Purchase of shares in private financings percentage           10.00%          
Shares repurchased | shares   624,845                  
Research and development                   2,800,000  
General and administrative                   200,000  
First commercial sale                   50,000.0  
Subsequent year commercial sale                   200,000.0  
Maximum future development and regulatory milestone payments               $ 5,300,000      
Sale-based milestone payments               7,500,000      
Milestone payments               0 $ 0    
Stanford Exclusive License Agreement | First Year                      
Research And Development Arrangement Contract To Perform For Others [Line Items]                      
Annual maintenance fees                   5,000.0  
Stanford Exclusive License Agreement | Second Year                      
Research And Development Arrangement Contract To Perform For Others [Line Items]                      
Annual maintenance fees                   10,000.0  
Stanford Exclusive License Agreement | Third Year                      
Research And Development Arrangement Contract To Perform For Others [Line Items]                      
Annual maintenance fees                   10,000.0  
Stanford Exclusive License Agreement | Fourth Year                      
Research And Development Arrangement Contract To Perform For Others [Line Items]                      
Annual maintenance fees                   25,000.0  
Stanford Exclusive License Agreement | Fifth Year                      
Research And Development Arrangement Contract To Perform For Others [Line Items]                      
Annual maintenance fees                   25,000.0  
Stanford Exclusive License Agreement | Sixth Year                      
Research And Development Arrangement Contract To Perform For Others [Line Items]                      
Annual maintenance fees                   $ 25,000.0  
License Agreement with Stanford | Common Stock                      
Research And Development Arrangement Contract To Perform For Others [Line Items]                      
Shares repurchased | shares   624,845             (624,845)    
First Option Agreement                      
Research And Development Arrangement Contract To Perform For Others [Line Items]                      
Common stock, shares, issued | shares         132,137            
License execution fee         $ 10,000.0            
Share-based compensation arrangement exercised | shares                 0    
Second Option Agreement                      
Research And Development Arrangement Contract To Perform For Others [Line Items]                      
Annual maintenance fees               10,000.0      
Share-based compensation arrangement exercised | shares                 0    
Options fee       $ 30,000.0              
LCGM Service Agreement                      
Research And Development Arrangement Contract To Perform For Others [Line Items]                      
Research and development               6,100,000 $ 2,700,000    
IDT License Agreement                      
Research And Development Arrangement Contract To Perform For Others [Line Items]                      
Research and development               0.0 3,000,000.0    
Milestone payments               0 0    
Exercise Fee     $ 500,000                
Upfront payment     3,000,000.0                
Milestones probable               0 0    
IDT License Agreement | Research and Development Expenses                      
Research And Development Arrangement Contract To Perform For Others [Line Items]                      
Total consideration                 3,000,000.0    
IDT License Agreement | Maximum                      
Research And Development Arrangement Contract To Perform For Others [Line Items]                      
Upfront payment     5,300,000                
IDT License Agreement | Beta Thalassemia and Lysosomal Storage Disorders Fields                      
Research And Development Arrangement Contract To Perform For Others [Line Items]                      
Exercise Fee     1,000,000.0                
Upfront payment     $ 8,800,000                
Bayside Lease                      
Research And Development Arrangement Contract To Perform For Others [Line Items]                      
Tenant improvement allowance               14,900,000      
Lease commencement date Sep. 15, 2023                    
Office and Laboratory Space | ft² 85,165                    
Lease term 120 months                    
Security deposit               1,600,000 1,600,000    
Future minimum lease payments $ 81,000,000.0                    
Term of contract 10 years                    
Lessee, Operating Lease, Existence of Option to Extend [true false] true                    
Operating lease right-of-use assets               $ 0      
Operating Lease, Liability                 $ 0