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Warrants - Outstanding Liability Classified Warrants to Purchase Common Stock (Details) - $ / shares
12 Months Ended
Dec. 31, 2017
Dec. 31, 2016
Dec. 08, 2017
Dec. 07, 2017
Mar. 31, 2017
Sep. 30, 2016
Class of Warrant or Right [Line Items]            
Number of warrants (shares) 27,264,165 6,998,843        
Warrants exercise price (usd per share) $ 2.26 $ 5.98        
Increase in number of warrant shares due to anti-dilution provisions (shares) 80,197 154,288        
Issued in Series E Preferred Stock offering            
Class of Warrant or Right [Line Items]            
Number of warrants (shares) 0 71,430        
Warrants exercise price (usd per share) $ 2.10          
Issued with June 2012 Convertible Notes            
Class of Warrant or Right [Line Items]            
Number of warrants (shares) 375,194 375,194        
Warrants exercise price (usd per share) $ 7.50          
Issued in Series E Preferred Stock offering            
Class of Warrant or Right [Line Items]            
Number of warrants (shares) 523,045 523,045        
Warrants exercise price (usd per share) $ 22.50          
Issued with September 2016 Convertible Notes            
Class of Warrant or Right [Line Items]            
Number of warrants (shares) 6,029,174 6,029,174       6,029,174
Warrants exercise price (usd per share) $ 4.50         $ 4.50
Issued in 2017 Series A Preferred Stock Offering            
Class of Warrant or Right [Line Items]            
Number of warrants (shares)         3,437,334  
Warrants exercise price (usd per share)         $ 2.54  
Issued in 2017 Common Stock Offering - common warrants            
Class of Warrant or Right [Line Items]            
Number of warrants (shares)     410,586 13,636,364    
Issued in 2017 Common Stock Offering - pre-funded warrants            
Class of Warrant or Right [Line Items]            
Number of warrants (shares) 5,922,208     5,922,208    
Warrants            
Class of Warrant or Right [Line Items]            
Number of warrants (shares) 20,336,752 0        
Warrants | Issued in 2017 Series A Preferred Stock Offering            
Class of Warrant or Right [Line Items]            
Number of warrants (shares) 3,437,334 0        
Warrants exercise price (usd per share) $ 2.54          
Warrants | Issued in 2017 Common Stock Offering - common warrants            
Class of Warrant or Right [Line Items]            
Number of warrants (shares) 14,046,950 0        
Warrants exercise price (usd per share) $ 0.77     $ 0.77    
Warrants | Issued in 2017 Common Stock Offering - underwriter warrants            
Class of Warrant or Right [Line Items]            
Number of warrants (shares) 436,364 0        
Warrants exercise price (usd per share) $ 0.9625          
Warrants | Issued in 2017 Common Stock Offering - pre-funded warrants            
Class of Warrant or Right [Line Items]            
Number of warrants (shares) 2,416,104 0        
Warrants exercise price (usd per share) $ 0.01          
Warrants            
Class of Warrant or Right [Line Items]            
Number of warrants (shares) 6,927,413 6,998,843        
Increase in number of warrant shares due to anti-dilution provisions (shares) 80,197          
Minimum | Issued in Series E Preferred Stock offering            
Class of Warrant or Right [Line Items]            
Warrants exercise price (usd per share) $ 2.10 $ 2.50        
Maximum | Issued in Series E Preferred Stock offering            
Class of Warrant or Right [Line Items]            
Warrants exercise price (usd per share) $ 0.77 $ 2.10