linking drug stability to manufacturing physical chemical foundations gabapentin
DESCRIPTION
Linking Drug Stability to Manufacturing Physical Chemical Foundations Gabapentin. L. E. Kirsch Stability team leader. Stability Team. Linking manufacturing to stability. Manufacturing Stress . API*. (Unstable form). Physical transformation. Chemical transformation. API. Degradant. - PowerPoint PPT PresentationTRANSCRIPT
Linking Drug Stability to ManufacturingPhysical Chemical Foundations
Gabapentin
L. E. KirschStability team leader
Stability TeamGroup Team member
Minnesota Raj Suryanarayanan (Co-PI)
Aditya Kaushal (post-doc)
Kansas Eric Munson (Co-PI)
Dewey Barich (post-doc)
Elodie Dempah, Eric Gorman (grad. students)
Iowa Lee 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
API
API*
Degradant
PHYSICAL
TRANSFORMATION Chemica
l
trans
form
ation
(Stable form)
(Unstable form)
4
Gabapentin as a model drug substance
NH2
OH
O
gabapentin(Gaba)
• Multiple crystalline forms• Susceptible to stress-induced physical
transformations• Susceptible to chemical degradation
NH3+
O-
O
NH2
O-
O
NH3+
OH
O
pKa 3.7 pKa 10
KEY QUESTIONS1. Are physical and chemical instability
linked?2. How can manufacturing-induced stress be
incorporated in a quantitative chemical instability model?
Some Crystalline Forms of Gabapentin
5
API form Crystalline
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
4 6 8 10 12 14 16 18 20 22
2Theta
Physical transformation by Mechanical Stress
Form II
Form III
Milled Gabapentin
Physical transformation by Humidity
2theta
7
Inte
nsity
47 hrs in 40C 31 %RH29 hrs17 hrs 7 hrs 0 hr
Physical transformation by Thermal Stress
Kaushal and Suryanarayanan., Minnesota Univ. AAPS poster 20098
Aqueous degradation kinetics
OOH
NH2 NH
O
gabapentin lactam
Irreversible cyclization
+ H2O
toxicUSP limit: < 0.4%
Solid state degradation kinetics40 C 5% RH, milled gabapentin
0
1
2
3
4
5
6
7
0 100 200 300 400 500 600
Lact
am (m
ole
%)
hours
initial lactamrapid degradation of process-damaged gaba
autocatalytic lactam formation
11
Solid state Degradation Model
GABA (G)(stable form) LACTAM (L)
autocatalytic branching
spontaneous dehydration
branching termination
LDGk 1
Dk2GABA (D)(unstable form)
DGk3
Hypothesis:Manufacturing stress determines initial conditions (G0, D0 and L0)Environmental (storage) stress determines kinetics (k1, k2 and k3)
Building a quantitative degradation model
12
DrugStability
Compositional Factors
(e.g. excipients)
Environmental Stress
ManufacturingStress
13
Effects of Manufacturing Stress:Initial Lactam and Instability
0 5 10 15 20 25 300.0
0.5
1.0
1.5
2.0
2.5%
lact
am
time(days)
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
14
Can Surface Area account for Lactamization Rate Changes upon
Mechanical Stess?
0 5 10 15 200
0.2
0.4
0.6
0.8
1
Specific Surface Area(m2/g)
Lact
amiza
tion
Rate
(mol
e%/d
ay 5
0 °C
)
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.
Mechanical Stress Impact on Lactam Formation at 50 °C: No kinetic effects
15
TreatmentD0(%)
unstressed 0.027
15min milled 0.46
45min milled 0.92
60min milled 1.30
60min
0 200 400 600 800 1000 1200 14000.000
0.500
1.000
1.500
2.000
2.500
3.000
3.500
4.000
4.500
hours
Lact
am m
ole
%
45min
15min
0 min
Effects of Temperature:predicted values based on parameterization of
autocatalytic model
0 50 100 150 200 2500
5
10
15
20
25
time(hours)
Lact
am m
ole%
Gaba 40C 5%RH
Gaba 50C 5%RHGaba 60C 5%RH
17
Effects of Moisture
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
19
Effect of Moisture:Shut down Lactam Formation
0
1
2
3
4
0 20 40 60 80 100
Gaba
-L C
once
ntra
tion
(Mol
e %
)
Hours
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
0.001
0.01
0.1
1
10
100
1000
104
105
0 10 20 30 40 50 60
Estim
ate
cons
tant
s (r
ate
x 10
6)
Relative Humidity (%)
Humidity effects (40 °C)
20
0.000
1.000
2.000
3.000
4.000
5.000
6.000
7.000
8.000
9.000
10.000
0 100 200 300 400 500 600 700 800
Lact
am m
ole%
hours
5% RH
11% RH
30% RH50% RH
k3 termination
k1 branching
lactam time profiles rate constants vs RH
k2 cyclization
– Mixtures of gabapentin & excipients– Co-milled– Storage conditions: 5 to 50% RH at 50 ˚C
• Excipients (50% w/w)– CaHPO4.2H20 (Emcompress)– Corn starch– Microcrystalline cellulose (Avicel PH101)– HPMC 4000– Colloidal SiO2 (Cab-O-Sil)– Talc (Mg silicate)– HPC (6.5% w/w)
Evaluation of the role of excipients in gabapentin SS degradation
Saturated solution 50˚C
0
10
20
30
40
50
0 100 200 300 400 500
5RH 4:47:40 AM 10/22/2010
gabaAviHPMCCabTalcHPC Calccorngaba obscalc obscorn obsAvi obsHPMC obsCab obsTalc obsHPC obs
Gaba
Starch
CaHPO4SiO2
HPC AvicelHPMC
Talc
Lact
am m
ole
%Time (hr)
Excipient Effectscontrolled temperature (40-60 C) and humidity (5-50% RH)
0 100 200 300 400 500 600 700 8000.000
2.000
4.000
6.000
8.000
10.000
hours
Lact
am m
ole%
0 100 200 300 400 500 600 700 8000.000
4.000
8.000
12.000
16.000
20.000
hours
lact
am m
ole%
No excipient
6.5% HPC
• Crystal damage (D0) during milling• Kinetics of branching(k1) and
termination(k3)
Effect of co-milled excipients on crystal damage during milling
0 5 10 15 20 25
Si02
CaHPO4
Talc
HPMC
HPC (6.5%)
Starch
None
% Unstable Gabapentin (D0)
Excipients50% w/w
Moisture and excipient effectsNo excipient Co-milled excipient (SiO2)
5 %RH 11 %RH30 %RH
50 %RH
11 %RH
30 %RH
50 %RH
5 %RH
24
0
10
20
30
40
50
0 100 200 300 400 500 600
Data 10
BDFH
Lact
am m
ole
%
Time (hr)
0
5
10
15
20
0 100 200 300 400 500 600 700 800
moisture effect gaba50RH
0RH11RH30RH50RH
Effect Moisture on Lactamization Kineticsfor gabapentin/HPC (6.5%) mixtures: blue: HPC and red: no HPC
0.01
0.1
1
10
100
1000
104
105
10 20 30 40 50 60
Estim
ated
con
stan
ts (k
1 106 ,
k 3107 )
Relative Humidity (%)
K (k1/k3)
k1 branching
k3 termination
Linking Stability in Design SpaceManuf.Design SpaceModel
L0D0
Post-Manuf.
Degradation
Model
LtEndof
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
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 NMR KansasRaman spectroscopy MinnesotaPowder x-ray diffraction (XRD) MinnesotaDSC/TGA All Water vapor sorption MinnesotaHPLC Iowa
Chromatographic Approach for Manufacturing Stability Measurement
Minutes
1 2 3 4 5 6 7 8 9 10
mAU
0.00
0.25
0.50
0.75
1.00
1.25
1.50
mAU
0.00
0.25
0.50
0.75
1.00
1.25
1.50
4093
741
Gab
apen
tin
3.65
8
2388
5.39
0
4339
La
ctam
7.28
8
3853
9.11
7
Detector 1-210nmhydBt0H
AreaNameRetention Time
Detector 1-210nmhydBt24H
Comparison of HPLC chromatograms before (black) and after (red) thermal stress:
∆ lactam = 0.004%.
Minutes
1 2 3 4 5 6 7 8 9 10
mAU
0
1
2
3
4
mAU
0
1
2
3
4
2801
635
Gab
apen
tin
3.66
8
8278
La
ctam
7.30
7
Detector 1-210nmhydAt0H
AreaNameRetention Time
Detector 1-210nmhydAt24H
Comparison of HPLC chromatograms before (black) and after (red) thermal stress:
∆ lactam = 0.059%.
Minutes
1 2 3 4 5 6 7 8 9 10
mAU
0
5
10
15
20
mAU
0
5
10
15
20
4635
741
Gab
apen
tin
3.61
8
2878
43
7.57
2
(Lactam)
Detector 1-210nmlotAH
AreaNameRetention Time
Detector 1-210nmlotAHbefore
Comparison of HPLC chromatograms before (black) and after (red) thermal stress:
∆ lactam = 0.174%.
Manufacturing-stability measurements
• In process lactam (L0)– Change in lactam levels during specific treatment or unit
operation in % lactam/gabapentin on molar basis• Initial Rate of Lactam Formation (V0 or STS)
– Daily rate of lactam formation upon thermal stress at 50°C under low humidity
• D0 from Chemical Analysis
dayCk
kVD
DkV
o %/37.0)50(2
2
00
020
Insert Sury
Insert Eric
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