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Consolidated Statements of Cash Flows - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2016
Dec. 31, 2015
Dec. 31, 2014
CASH FLOWS FROM OPERATING ACTIVITIES:      
Net loss $ (47,867) $ (53,260) $ (23,873)
Adjustments to reconcile net loss to net cash used in operating activities:      
Change in fair value of preferred stock warrant liabilities   17,443 1,380
Stock-based compensation 5,510 3,186 302
Depreciation and amortization 197 111 12
Non-cash restructuring charges 811    
Other 15 34 (2)
Changes in operating assets and liabilities:      
Prepaid expenses and other current assets (362) (1,087) (531)
Accrued liabilities (1,713) 5,302 740
Accounts payable 2,246 6 186
Net cash used in operating activities (41,163) (28,265) (21,786)
CASH FLOWS FROM INVESTING ACTIVITIES:      
Purchase of property and equipment (214) (414) (187)
Change in restricted cash 25 (150) (75)
Proceeds from sale of property and equipment 43    
Proceeds from sale of short-term investments   10,031  
Purchase of short-term investments   (21) (10,020)
Net cash (used in) provided by investing activities (146) 9,446 (10,282)
CASH FLOWS FROM FINANCING ACTIVITIES:      
Proceeds from exercise of common stock options 211 18 305
Payment of deferred offering costs (15) (3,389) (316)
Proceeds from issuance of common stock upon initial public offering, net of issuance costs   147,270  
Proceeds from exercise of redeemable convertible preferred stock warrants   1,507  
Proceeds from early exercise of stock options   13 100
Proceeds from issuance of redeemable convertible preferred stock, net of issuance costs     57,545
Repayment of stock subscription receivable     1,159
Net cash provided by financing activities 196 139,876 58,793
Effect of exchange rate changes on cash and cash equivalents (60) (31)  
NET (DECREASE) INCREASE IN CASH AND CASH EQUIVALENTS (41,173) 121,026 26,725
CASH AND CASH EQUIVALENTS-Beginning of period 150,180 29,154 2,429
CASH AND CASH EQUIVALENTS-End of period 109,007 150,180 29,154
SUPPLEMENTAL DISCLOSURES OF CASH FLOW INFORMATION:      
Cash paid for income taxes 107 8  
SUPPLEMENTAL DISCLOSURES OF NON-CASH INVESTING AND FINANCING INFORMATION:      
Change in redemption value of redeemable convertible preferred stock   (374,015) (49,849)
Conversion of preferred stock to common stock   539,151  
Issuance of redeemable convertible preferred stock on exercise of warrants   19,253  
Deferred offering/financing costs included in accounts payable and accrued liabilities   154 233
Property and equipment purchases included in accounts payable and accrued liabilities $ 85 90 39
Series B and B-1 Redeemable Convertible Preferred Stock [Member]      
CASH FLOWS FROM FINANCING ACTIVITIES:      
Payment of Series B and B-1 redeemable convertible preferred stock cumulative dividend   (5,543)  
Series C and D Redeemable Convertible Preferred Stock [Member]      
SUPPLEMENTAL DISCLOSURES OF NON-CASH INVESTING AND FINANCING INFORMATION:      
Fair value of common stock issued in settlement of Series C and Series D redeemable convertible preferred stock cumulative dividends   $ 20,366  
Series C Redeemable Convertible Preferred Stock [Member]      
SUPPLEMENTAL DISCLOSURES OF NON-CASH INVESTING AND FINANCING INFORMATION:      
Conversion of long-term note payable and accrued interest into Series C redeemable convertible preferred stock     $ 433