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CONDENSED CONSOLIDATED STATEMENTS OF CASH FLOWS (UNAUDITED) - USD ($)
$ in Thousands
6 Months Ended
Jun. 30, 2019
Jun. 30, 2018
Cash flows from operating activities:    
Net loss $ (50,122) $ (22,643)
Adjustments to reconcile net loss to net cash used in operating activities:    
Depreciation 2,908 458
Stock-based compensation expense 3,213 949
Accretion of discount (amortization of premium) on short-term investments (1,200) 111
Changes in operating assets and liabilities:    
Prepaid expenses and other current assets 3,975 (4,130)
Accounts payable 576 2,567
Accrued expenses and other liabilities 302 355
Deferred revenue (233) (938)
Deferred rent 1,040 2,480
Net cash used in operating activities (39,541) (20,791)
Cash flows from investing activities:    
Purchases of short-term investments (189,475) (143,770)
Maturities of short-term investments 187,225 61,220
Purchases of property and equipment (16,385) (4,184)
Net cash used in investing activities (18,635) (86,734)
Cash flows from financing activities:    
Proceeds from issuance of common stock in initial public offering, net of discounts and issuance costs   150,843
Proceeds from issuance of common stock in follow-on public offering, net of discounts and issuance costs 134,552  
Proceeds from issuance of common stock from option exercises 76 85
Proceeds from issuance of common stock pursuant to employee stock purchase plan 396  
Net cash provided by financing activities 135,024 150,928
Net change in cash, cash equivalents and restricted cash 76,848 43,403
Cash, cash equivalents and restricted cash, beginning of period 39,992 53,347
Cash, cash equivalents and restricted cash, end of period 116,840 96,750
Supplemental disclosures of noncash investing and financing activities:    
Reclassification of liability for common stock vested 36 6
Property and equipment additions included in accounts payable 1,126 230
Deferred offering costs included in accounts payable and accrued expenses $ 27  
Series A Convertible Preferred Stock | Initial Public Offering    
Supplemental disclosures of noncash investing and financing activities:    
Conversion of convertible preferred stock into common stock upon initial public offering   42,994
Series B Convertible Preferred Stock | Initial Public Offering    
Supplemental disclosures of noncash investing and financing activities:    
Conversion of convertible preferred stock into common stock upon initial public offering   $ 94,768