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Corporate Partnership, Licensing and Research Funding Agreements (Details) (USD $)
Share data in Millions, except Per Share data, unless otherwise specified
3 Months Ended 12 Months Ended
Dec. 31, 2014
Sep. 30, 2014
Jun. 30, 2014
Mar. 31, 2014
Dec. 31, 2013
Sep. 30, 2013
Jun. 30, 2013
Mar. 31, 2013
Dec. 31, 2014
Dec. 31, 2013
Dec. 31, 2012
Licensing and Research Funding Agreements [Abstract]                      
Research and development expense $ 7,771,000us-gaap_ResearchAndDevelopmentExpense $ 6,471,000us-gaap_ResearchAndDevelopmentExpense $ 6,858,000us-gaap_ResearchAndDevelopmentExpense $ 5,590,000us-gaap_ResearchAndDevelopmentExpense $ 5,752,000us-gaap_ResearchAndDevelopmentExpense $ 6,574,000us-gaap_ResearchAndDevelopmentExpense $ 6,863,000us-gaap_ResearchAndDevelopmentExpense $ 8,472,000us-gaap_ResearchAndDevelopmentExpense $ 26,690,000us-gaap_ResearchAndDevelopmentExpense $ 27,661,000us-gaap_ResearchAndDevelopmentExpense $ 21,570,000us-gaap_ResearchAndDevelopmentExpense
Exercise price of warrants (in dollars per share) $ 2.81us-gaap_ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1               $ 2.81us-gaap_ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1    
Laboratories del Dr. Esteve, S.A. [Abstract]                      
Percent of cash upfront and milestone fees payable to Esteve 10.00%dsco_PercentOfCashUpfrontAndMilestoneFeesPayableToEsteve               10.00%dsco_PercentOfCashUpfrontAndMilestoneFeesPayableToEsteve    
Maximum aggregate cash upfront and milestone fees payable to Esteve 20,000,000dsco_MaximumAggregateCashUpfrontAndMilestoneFeesPayableToEsteve               20,000,000dsco_MaximumAggregateCashUpfrontAndMilestoneFeesPayableToEsteve    
Battelle - 2014 Collaboration Agreement [Member]                      
Licensing and Research Funding Agreements [Abstract]                      
Research and development expense                 300,000us-gaap_ResearchAndDevelopmentExpense
/ dsco_StockIssuancePlanAxis
= dsco_Battelle2014CollaborationAgreementMember
   
Term of collaboration agreement                 10 years    
Exercise price of warrants (in dollars per share) $ 5.00us-gaap_ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1
/ dsco_StockIssuancePlanAxis
= dsco_Battelle2014CollaborationAgreementMember
[1]               $ 5.00us-gaap_ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1
/ dsco_StockIssuancePlanAxis
= dsco_Battelle2014CollaborationAgreementMember
[1]    
Maximum royalty paid to Battelle on successful completion of activities                 25,000,000dsco_MaximumRoyaltyPaidOnCompletionOfActivitiesUnderTheAgreement
/ dsco_StockIssuancePlanAxis
= dsco_Battelle2014CollaborationAgreementMember
   
Battelle - 2014 Collaboration Agreement [Member] | Additional Warrants [Member]                      
Licensing and Research Funding Agreements [Abstract]                      
Number of warrant shares issuable (in shares) 0.5us-gaap_ClassOfWarrantOrRightNumberOfSecuritiesCalledByEachWarrantOrRight
/ us-gaap_StatementEquityComponentsAxis
= dsco_AdditionalWarrantMember
/ dsco_StockIssuancePlanAxis
= dsco_Battelle2014CollaborationAgreementMember
              0.5us-gaap_ClassOfWarrantOrRightNumberOfSecuritiesCalledByEachWarrantOrRight
/ us-gaap_StatementEquityComponentsAxis
= dsco_AdditionalWarrantMember
/ dsco_StockIssuancePlanAxis
= dsco_Battelle2014CollaborationAgreementMember
   
Battelle - 2014 Collaboration Agreement [Member] | Initial Warrants [Member]                      
Licensing and Research Funding Agreements [Abstract]                      
Number of warrant shares issuable (in shares) 1.0us-gaap_ClassOfWarrantOrRightNumberOfSecuritiesCalledByEachWarrantOrRight
/ us-gaap_StatementEquityComponentsAxis
= dsco_InitialWarrantMember
/ dsco_StockIssuancePlanAxis
= dsco_Battelle2014CollaborationAgreementMember
              1.0us-gaap_ClassOfWarrantOrRightNumberOfSecuritiesCalledByEachWarrantOrRight
/ us-gaap_StatementEquityComponentsAxis
= dsco_InitialWarrantMember
/ dsco_StockIssuancePlanAxis
= dsco_Battelle2014CollaborationAgreementMember
   
Phillip Morris - License Agreement [Member]                      
Licensing and Research Funding Agreements [Abstract]                      
Royalty paid                 300,000us-gaap_RoyaltyExpense
/ dsco_StockIssuancePlanAxis
= dsco_PhillipMorrisMember
   
Johnson & Johnson - License Agreement [Member]                      
Licensing and Research Funding Agreements [Abstract]                      
Potential license fee payable 2,500,000dsco_PotentialLicenseFeePayable
/ dsco_StockIssuancePlanAxis
= dsco_JohnsonJohnsonMember
              2,500,000dsco_PotentialLicenseFeePayable
/ dsco_StockIssuancePlanAxis
= dsco_JohnsonJohnsonMember
   
License fees paid                 950,000us-gaap_LicenseCosts
/ dsco_StockIssuancePlanAxis
= dsco_JohnsonJohnsonMember
   
Payment of license costs subject to FDA approval                     $ 500,000dsco_PaymentOfLicenseCostSubjectToRegulatoryApproval
/ dsco_StockIssuancePlanAxis
= dsco_JohnsonJohnsonMember
[1] See Note 12 for further details on the Batelle collaboration.