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CONDENSED CONSOLIDATED STATEMENTS OF OPERATIONS (UNAUDITED) - USD ($)
3 Months Ended 6 Months Ended
Jun. 30, 2018
Jun. 30, 2017
Jun. 30, 2018
Jun. 30, 2017
Statement Of Income And Comprehensive Income [Abstract]        
Collaboration revenue $ 926,477   $ 1,749,849  
Operating expenses:        
Research and development 10,289,871 $ 4,056,289 18,288,266 $ 6,855,261
General and administrative 4,527,335 1,982,231 8,355,357 3,874,778
Total operating expenses 14,817,206 6,038,520 26,643,623 10,730,039
Loss from operations (13,890,729) (6,038,520) (24,893,774) (10,730,039)
Other income (expense):        
Change in fair value of convertible preferred stock tranche liability       (876,000)
Interest income 996,493 35,766 1,475,976 48,492
Total other income (expense) 996,493 35,766 1,475,976 (827,508)
Net loss and net loss attributable to common stockholders-basic and diluted $ (12,894,236) $ (6,002,754) $ (23,417,798) $ (11,557,547)
Net loss per share attributable to common stockholders-basic and diluted $ (0.35) $ (2.61) $ (1.19) $ (4.89)
Weighted-average common shares outstanding-basic and diluted 36,860,619 2,296,118 19,606,543 2,365,021