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Loan and Security Agreements - Oxford Loan and Hercules Loan (Details)
1 Months Ended 3 Months Ended 9 Months Ended
Feb. 28, 2015
USD ($)
$ / shares
shares
Sep. 30, 2018
USD ($)
$ / shares
shares
Sep. 30, 2017
USD ($)
Sep. 30, 2018
USD ($)
installment
$ / shares
shares
Sep. 30, 2017
USD ($)
Dec. 31, 2017
USD ($)
Aug. 31, 2016
USD ($)
Loan and Security Agreements              
Outstanding borrowings, current portion   $ 5,905,000   $ 5,905,000   $ 10,607,000  
Hercules Loan | Hercules Capital, Inc. | Equity financings | Right to participate in future equity financings | Maximum              
Loan and Security Agreements              
Equity financings amount $ 2,000,000            
Warrants | Common stock warrants | Hercules Capital, Inc.              
Loan and Security Agreements              
Common stock that can be purchased with warrants (in shares) | shares 180,274 180,274   180,274      
Exercise price of warrants (in dollars per share) | $ / shares $ 5.89 $ 5.89   $ 5.89      
Significant assumptions used in preparing the option pricing model for valuing the Company's warrants              
Volatility (as a percent) 75.00%            
Risk free interest rate (as a percent) 1.22%            
Life of treasury bonds 4 years            
Strike price (in dollars per share) | $ / shares $ 5.89            
Fair value of common stock (in dollars per share) | $ / shares $ 9.82            
Expected life (in years) 4 years            
Additional Paid-in Capital | Hercules Capital, Inc.              
Loan and Security Agreements              
Fair value of common stock warrants issued with debt financing $ 1,200,000            
Warrants | Common stock warrants | Oxford Finance LLC              
Loan and Security Agreements              
Common stock that can be purchased with warrants (in shares) | shares   62,505   62,505      
Exercise price of warrants (in dollars per share) | $ / shares   $ 6.00   $ 6.00      
Secured debt              
Loan and Security Agreements              
Interest expense, including accretion of value of related warrants and amortization of deferred financing costs   $ 91 $ 459 $ 289 $ 1,509    
Secured debt | Oxford Loan | Oxford Finance LLC              
Loan and Security Agreements              
Repayment of existing debt 15,500,000            
Secured debt | Hercules Loan | Hercules Capital, Inc.              
Loan and Security Agreements              
Maximum borrowing capacity 25,000,000            
Facility Fee             $ 165,000
Outstanding borrowings, current portion   $ 5,900,000   $ 5,900,000   $ 10,900,000  
Fixed interest rate (as a percent)   9.00%   9.00%      
Number of consecutive monthly principal installments | installment       23      
Final payment amount due   $ 611,000   $ 611,000      
Prepayment premium as percentage of outstanding principal       1.00%      
Discount on debt 1,200,000            
Secured debt | Hercules Loan Tranche One | Hercules Capital, Inc.              
Loan and Security Agreements              
Amount borrowed $ 16,500,000            
Secured debt | Hercules Loan Tranche Two | Hercules Capital, Inc.              
Loan and Security Agreements              
Additional amount available   $ 8,500,000   $ 8,500,000      
Secured debt | Prime | Hercules Loan | Hercules Capital, Inc.              
Loan and Security Agreements              
Variable rate basis       Prime minus 4.25%      
Variable interest rate margin (as a percent)       9.00%      
Variable rate adjustment (as a percent)       (4.25%)