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Debt - Additional Information (Details) - USD ($)
1 Months Ended 3 Months Ended
Mar. 31, 2019
Nov. 30, 2017
Oct. 31, 2017
Mar. 31, 2020
Mar. 31, 2019
May 31, 2019
Silicon Valley Bank            
Debt Instrument [Line Items]            
Debt instrument, maturity date Mar. 01, 2023          
Percentage of final payment on principal amount of refinanced advances 6.00%       6.00%  
Total term loan borrowings       $ 300,000    
Silicon Valley Bank | Tranche 1, 2, and 3            
Debt Instrument [Line Items]            
Amortization period of payments of principal plus interest amounts 33 months          
Interest rate 6.50%          
Silicon Valley Bank | Tranche 1, 2, and 3 | Prime Rate            
Debt Instrument [Line Items]            
Interest rate, percentage point added to reference rate 1.00%          
SVB and WestRiver            
Debt Instrument [Line Items]            
Total term loan borrowings       14,744,000    
SVB and WestRiver | Tranche 1            
Debt Instrument [Line Items]            
Number of warrants issued (in shares) 37,606       37,606  
Exercise price of warrant (in usd per share) $ 4.73       $ 4.73  
Proceeds from lines of credit $ 7,500,000          
SVB and WestRiver | Tranche 2            
Debt Instrument [Line Items]            
Number of warrants issued (in shares) 12,130       12,130  
Exercise price of warrant (in usd per share)           $ 10.86
SVB and WestRiver | Tranche 3            
Debt Instrument [Line Items]            
Number of warrants issued (in shares) 24,262       24,262  
Exercise price of warrant (in usd per share) $ 3.88       $ 3.88  
Term Loan | Silicon Valley Bank            
Debt Instrument [Line Items]            
Line of credit facility, maximum borrowing capacity     $ 7,500,000.0      
Interest only period extended     Dec. 31, 2018      
Amortization period of payments of principal plus interest amounts     24 months      
Number of warrants issued (in shares)     49,713      
Exercise price of warrant (in usd per share)     $ 9.659      
Warrants exercisable date     Oct. 18, 2027      
Percentage of aggregate principal amount     7.00%      
Interest expense       400,000 $ 200,000  
Term Loan | Silicon Valley Bank | Tranche A            
Debt Instrument [Line Items]            
Line of credit facility, maximum borrowing capacity     $ 3,500,000.0      
Proceeds from lines of credit   $ 3,500,000        
Term Loan | Silicon Valley Bank | Tranche B            
Debt Instrument [Line Items]            
Line of credit facility, maximum borrowing capacity     2,000,000.0      
Term Loan | Silicon Valley Bank | Tranche C            
Debt Instrument [Line Items]            
Line of credit facility, maximum borrowing capacity     $ 2,000,000.0      
Term Loan | Silicon Valley Bank | Prepayment Made Prior To First Anniversary | Loan and Security Agreement            
Debt Instrument [Line Items]            
Prepayment fee percentage     3.00%      
Term Loan | Silicon Valley Bank | Prepayment Made By Period Second Anniversary [Member] | Loan and Security Agreement            
Debt Instrument [Line Items]            
Prepayment fee percentage     2.00%      
Term Loan | Silicon Valley Bank | Prepayment Made After Second Anniversary | Loan and Security Agreement            
Debt Instrument [Line Items]            
Prepayment fee percentage     1.00%      
Term Loan | Silicon Valley Bank | Tranche 2            
Debt Instrument [Line Items]            
Line of credit facility, maximum borrowing capacity $ 2,500,000.0       2,500,000.0  
Term Loan | Silicon Valley Bank | Tranche 3            
Debt Instrument [Line Items]            
Line of credit facility, maximum borrowing capacity 5,000,000.0       5,000,000.0  
Term Loan | Silicon Valley Bank | Tranche 1, 2, and 3            
Debt Instrument [Line Items]            
Debt discount       $ 400,000    
Term Loan | SVB and WestRiver            
Debt Instrument [Line Items]            
Line of credit facility, maximum borrowing capacity 15,000,000.0       15,000,000.0  
Term Loan | SVB and WestRiver | Tranche 1            
Debt Instrument [Line Items]            
Line of credit facility, maximum borrowing capacity $ 7,500,000.0       $ 7,500,000.0