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SHARE-BASED COMPENSATION and STOCK OPTIONS (Details 2) (USD $)
1 Months Ended 12 Months Ended
Apr. 30, 2014
Mar. 31, 2014
item
Nov. 30, 2013
Dec. 31, 2014
Dec. 31, 2013
Share-based compensation and stock options          
Common Stock, Capital Shares Reserved for Future Issuance       846,288us-gaap_CommonStockCapitalSharesReservedForFutureIssuance  
Company's stock option activity          
Granted (in shares)       861,287us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodGross  
Outstanding at the end of the year (in shares)       861,287us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber  
Weighted Average Exercise Price          
Grant price (in dollars per share)       $ 13.90us-gaap_ShareBasedCompensationArrangementsByShareBasedPaymentAwardOptionsGrantsInPeriodWeightedAverageExercisePrice  
Outstanding at the end of the period (in dollars per share)       $ 13.90us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingWeightedAverageExercisePrice  
Share-based Compensation Arrangement by Share-based Payment Award, Options, Vested, Number of Shares       213,447us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsVestedNumberOfShares  
Exercise price (in dollars per share)       $ 13.90us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingWeightedAverageExercisePrice  
Employee stock options          
Share-based compensation and stock options          
Percentage of the issued and outstanding common stock reserved under the Equity Incentive Plan     20.00%dprx_ShareBasedCompensationArrangementByShareBasedPaymentAwardPercentageOfIssuedAndOutstandingCommonStockReserved
/ us-gaap_AwardTypeAxis
= us-gaap_EmployeeStockOptionMember
   
Awards granted as percentage of common stock outstanding   (10.00%)dprx_ShareBasedCompensationArrangementByShareBasedPaymentAwardGrantsInPeriodAsPercentageOfOutstandingCommonStock
/ us-gaap_AwardTypeAxis
= us-gaap_EmployeeStockOptionMember
     
Number of executives to whom awards are granted   4dprx_ShareBasedCompensationArrangementByShareBasedPaymentAwardGrantsInPeriodNumberOfExecutives
/ us-gaap_AwardTypeAxis
= us-gaap_EmployeeStockOptionMember
     
Number of equal monthly installments in which awards issued under the 2013 Equity Incentive Plan will vest   36dprx_ShareBasedCompensationArrangementByShareBasedPaymentAwardVestingNumberOfEqualMonthlyInstallments
/ us-gaap_AwardTypeAxis
= us-gaap_EmployeeStockOptionMember
     
Weighted average assumptions used in determining the fair value of the option awards using the Black-Scholes option pricing model          
Expected term       4 years 3 months 18 days  
Volatility (as a percent)       59.60%us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate
/ us-gaap_AwardTypeAxis
= us-gaap_EmployeeStockOptionMember
 
Dividend yield (as a percent)       0.00%us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedDividendRate
/ us-gaap_AwardTypeAxis
= us-gaap_EmployeeStockOptionMember
 
Risk free interest rate (as a percent)       1.23%us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsRiskFreeInterestRate
/ us-gaap_AwardTypeAxis
= us-gaap_EmployeeStockOptionMember
 
Weighted average grant date fair value (in dollars per share)       $ 5.88us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodWeightedAverageGrantDateFairValue
/ us-gaap_AwardTypeAxis
= us-gaap_EmployeeStockOptionMember
 
Company's stock option activity          
Outstanding at the beginning of the year (in shares) 853,787us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber
/ us-gaap_AwardTypeAxis
= us-gaap_EmployeeStockOptionMember
       
Granted (in shares) 7,500us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodGross
/ us-gaap_AwardTypeAxis
= us-gaap_EmployeeStockOptionMember
       
Outstanding at the end of the year (in shares)   853,787us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber
/ us-gaap_AwardTypeAxis
= us-gaap_EmployeeStockOptionMember
     
Weighted Average Exercise Price          
Outstanding at the end of the period (in dollars per share) $ 10.46us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingWeightedAverageExercisePrice
/ us-gaap_AwardTypeAxis
= us-gaap_EmployeeStockOptionMember
$ 13.93us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingWeightedAverageExercisePrice
/ us-gaap_AwardTypeAxis
= us-gaap_EmployeeStockOptionMember
     
Compensation expense       $ 1,322,479us-gaap_AllocatedShareBasedCompensationExpense
/ us-gaap_AwardTypeAxis
= us-gaap_EmployeeStockOptionMember
$ 0us-gaap_AllocatedShareBasedCompensationExpense
/ us-gaap_AwardTypeAxis
= us-gaap_EmployeeStockOptionMember
Total compensation expense not yet recognized       3,737,833us-gaap_EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognizedStockOptions
/ us-gaap_AwardTypeAxis
= us-gaap_EmployeeStockOptionMember
 
Weighted average vesting period over which the total compensation expense will be recorded       2 years 2 months 16 days  
Vesting period 3 years        
Intrinsic value       $ 0us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsVestedAndExpectedToVestOutstandingAggregateIntrinsicValue
/ us-gaap_AwardTypeAxis
= us-gaap_EmployeeStockOptionMember
 
Remaining weighted average contractual life       5 years 8 months 27 days  
Exercise price (in dollars per share) $ 10.46us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingWeightedAverageExercisePrice
/ us-gaap_AwardTypeAxis
= us-gaap_EmployeeStockOptionMember
$ 13.93us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingWeightedAverageExercisePrice
/ us-gaap_AwardTypeAxis
= us-gaap_EmployeeStockOptionMember