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Linking Drug Stability to Manufacturing Physical Chemical Foundations Gabapentin L. E. Kirsch Stability team leader.

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Presentation on theme: "Linking Drug Stability to Manufacturing Physical Chemical Foundations Gabapentin L. E. Kirsch Stability team leader."— Presentation transcript:

1 Linking Drug Stability to Manufacturing Physical Chemical Foundations Gabapentin L. E. Kirsch Stability team leader

2 Stability Team GroupTeam member MinnesotaRaj Suryanarayanan (Co-PI) Aditya Kaushal (post-doc) KansasEric Munson (Co-PI) Dewey Barich (post-doc) Elodie Dempah, Eric Gorman (grad. students) IowaLee Kirsch (Co-PI) Greg Huang (Analytical Chemist) Salil Desai, Zhixin Zong, Tinmanee Radaduen, Hoa Nguyen, Jiang Qiu (grad students) Duquesne (Unit-op team Interface) Ira Buckner

3 Linking manufacturing to stability 3 (Stable form) (Unstable form)

4 Gabapentin as a model drug substance Multiple crystalline forms Susceptible to stress-induced physical transformations Susceptible to chemical degradation 4 KEY QUESTIONS 1.Are physical and chemical instability linked? 2.How can manufacturing-induced stress be incorporated in a quantitative chemical instability model?

5 Some Crystalline Forms of Gabapentin 5 API formCrystalline I II III IV Ibers., Acta Cryst c57, 2001 and Reece and Levendis., Acta Cryst. c64 2008 Transition between forms by mechanical stress, humidity, and thermal stress Hydrate Stable polymorph (API) Intramolecular H-bonding

6 Physical transformation by Mechanical Stress Form II Form III Milled Gabapentin Milled Gabapentin

7 Physical transformation by Humidity 2theta 7 Intensity 47 hrs in 40C 31 %RH 29 hrs 17 hrs 7 hrs 0 hr 47 hrs in 40C 31 %RH 29 hrs 17 hrs 7 hrs 0 hr

8 Physical transformation by Thermal Stress Kaushal and Suryanarayanan., Minnesota Univ. AAPS poster 2009 8

9 Aqueous degradation kinetics Irreversible cyclization + H 2 O toxic USP limit: < 0.4%

10 Solid state degradation kinetics 40 C 5% RH, milled gabapentin initial lactam rapid degradation of process-damaged gaba autocatalytic lactam formation

11 Solid state Degradation Model 11 GABA (G) (stable form) LACTAM (L) autocatalytic branching spontaneous dehydration branching termination GABA (D) (unstable form) Hypothesis: Manufacturing stress determines initial conditions (G 0, D 0 and L 0 ) Environmental (storage) stress determines kinetics (k 1, k 2 and k 3 )

12 Building a quantitative degradation model 12 Drug Stability Compositional Factors (e.g. excipients) Environmental Stress Manufacturing Stress

13 Effects of Manufacturing Stress: Initial Lactam and Instability 60 min milled 45 min milled 15 min milled API as received Thermal stressed at 50 °C, 5%RH Lactam generated during milling (in-process lactam) Milling caused faster degradation rate 13

14 Can Surface Area account for Lactamization Rate Changes upon Mechanical Stess? Samples milled for different time Sieved aliquots of 15min milled sample Sieved aliquots of unmilled sample NO, ALSO increased regions of crystal disorder caused by the mechanical stress. 14

15 Mechanical Stress Impact on Lactam Formation at 50 °C: No kinetic effects 15 Treatment D 0 (%) unstressed0.027 15min milled0.46 45min milled0.92 60min milled1.30 60min 45min 15min 0 min

16 Effects of Temperature: predicted values based on parameterization of autocatalytic model

17 Effects of Moisture 17

18 Why moisture appears to slow and shut down lactam formation? In general, effect of moisture is NOT to slow reaction rates Analytical issue? Reversible reaction? Formation of stable hydrate? No gabapentin formed from gaba-L in solution or solid state No hydrate found from XRD patterns Most gaba-L could be recovered from solid powder, only ignorable gaba- L was detected in saturated salt solution. Moisture-facilitated termination of branching 18

19 Effect of Moisture: Shut down Lactam Formation Pretreated at 5% RH 25°C for 24 hours before thermal stress Pretreated at 81% RH 25°C for 24 hours before thermal stress Thermal stress: 50°C 5%RH 19

20 Humidity effects (40 °C) 20 5% RH 11% RH 30% RH 50% RH k 3 termination k 1 branching lactam time profiles rate constants vs RH k 2 cyclization

21 –Mixtures of gabapentin & excipients –Co-milled –Storage conditions: 5 to 50% RH at 50 ˚C Excipients (50% w/w) –CaHPO 4.2H 2 0 (Emcompress) –Corn starch –Microcrystalline cellulose (Avicel PH101) –HPMC 4000 –Colloidal SiO 2 (Cab-O-Sil) –Talc (Mg silicate) –HPC (6.5% w/w) Evaluation of the role of excipients in gabapentin SS degradation Saturated solution Saturated solution 50˚C Gaba Starch CaHPO4 SiO2 HPC Avicel HPMC Talc Lactam mole % Time (hr)

22 Excipient Effects controlled temperature (40-60 C) and humidity (5-50% RH) No excipient 6.5% HPC Crystal damage (D 0 ) during milling Kinetics of branching(k 1 ) and termination(k 3 )

23 Effect of co-milled excipients on crystal damage during milling Excipients 50% w/w

24 Moisture and excipient effects No excipient Co-milled excipient (SiO 2 ) 5 %RH 11 %RH 30 %RH 50 %RH 11 %RH 30 %RH 50 %RH 5 %RH 24 Lactam mole % Time (hr)

25 Effect Moisture on Lactamization Kinetics for gabapentin/HPC (6.5%) mixtures: blue: HPC and red: no HPC K (k 1 /k 3 ) k 1 branching k 3 termination

26 Linking Stability in Design Space Manuf. Design Space Model L0D0L0D0 Post- Manuf. Degradation Model L t End of Expiry Key Research Findings Manufacturing Stress impacts drug stability upon storage:  L0 (in-process lactam)  D0 (unstable gabapentin) Predictive model for drug stability includes: Environment factor: temperature (  ) & humidity (  ) Compositional factors: both kinetic and initial condition effects Manufacturing factors: L0 and D0 Model validation: completion of long term stability

27 Measuring the manufacturing stress effects Physical methods –Raj Suryanarayanan (University of Minnesota) –Eric Munson (University of Kentucky) Chemical and kinetic measurements –Lee Kirsch (University of Iowa Solid State NMRKansas Raman spectroscopyMinnesota Powder x-ray diffraction (XRD)Minnesota DSC/TGAAll Water vapor sorptionMinnesota HPLCIowa

28 Chromatographic Approach for Manufacturing Stability Measurement Comparison of HPLC chromatograms before (black) and after (red) thermal stress: ∆ lactam = 0.004%. Comparison of HPLC chromatograms before (black) and after (red) thermal stress: ∆ lactam = 0.059%. Comparison of HPLC chromatograms before (black) and after (red) thermal stress: ∆ lactam = 0.174%.

29 Manufacturing-stability measurements In process lactam (L 0 ) –Change in lactam levels during specific treatment or unit operation in % lactam/gabapentin on molar basis Initial Rate of Lactam Formation (V 0 or STS) –Daily rate of lactam formation upon thermal stress at 50°C under low humidity D 0 from Chemical Analysis

30 Insert Sury

31 Insert Eric

32 Applied Manufacturing-stability Measurements to Design Space and Risk Assessment Laboratory scale stability design space Pilot scale stability design space Risk assessment using Manufacturing- stability Measurements


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