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TWO-DIMENSIONAL X-RAY DIFFRACTOMETRY IN
PHARMACEUTICAL PRODUCT AND PROCESS DEVELOPMENT
Naveen K ThakralPPXRD-14
June 8, 2016
1
This document was presented at PPXRD -Pharmaceutical Powder X-ray Diffraction Symposium
Sponsored by The International Centre for Diffraction Data
This presentation is provided by the International Centre for Diffraction Data in cooperation with the authors and presenters of the PPXRD symposia for the express purpose of educating the scientific community.
All copyrights for the presentation are retained by the original authors.
The ICDD has received permission from the authors to post this material on our website and make the material available for viewing. Usage is restricted for the purposes of education and scientific research.
ICDD Website - www.icdd.comPPXRD Website – www.icdd.com/ppxrd
Acknowledgements
2
• Prof. Raj Suryanarayanan (Univ. of Minnesota)• Dr. Gregory Stephenson (Eli Lilly & Co.)• Dr. Hiroyuki Yamada (Mitsubishi Pharma, Japan)• Dr. Bob He (Bruker)• Dr. Karl Jacob (Dow Chemical Co.)• Characterization Facility (UMN)• Argonne National Laboratory (Synchrotron)• Eli Lily and Company• Lilly Innovation Fellowship Award
In situ Phase Transformation
In situ phase transformation
Change in physical
form
Drug chemically
stable
3
Market Recall
• 2012: Market recall of nimodipine due tocrystallization of nimodipine in soft gelcapsules, that could adversely affect theproduct's bioavailabilty *
• April 2013, Apotex Corp. recall of 15 lots ofPipercillin and Tazobactum for injection (USP):showing crystallization/precipitation in I.V.bags*
• Dr. Reddy lab (June 2014) and Wockhardt(Sept 2014): Metoprolol succinate prolongedrelease tablet, dissolution failure after 18 and
9 months of storage, respectively* * USFDA
4
Physical Stability
Final product performancein solid dosage forms
API
(Physical form)
Polymorphism
Solvationstate
Degree of crystallinity
5
Mitigation Strategy
6
To obtain
mechanistic
insight into
phase
transformation
in tablet
Simultaneous quantification of reactants
and products
Provide the above
information with spatial resolution
7
Compression induced phase transformation in amorphous
API: A case study
8
Compression of amorphous APIPlan
• Introduction
• Analytical method development
• Proof of concept using amorphous trehalose tablets
• Case study: Compression of amorphous indomethacin
• Conclusion
• Other projects
9
Plan
• Introduction
• Analytical method development
• Proof of concept using amorphous trehalose tablets
• Case study: Compression of amorphous indomethacin
• Conclusion
• Other projects
10
Effect of Compression on Amorphous Indomethacin
11
QTPPDescription : Round flat tablet.Size : Diameter 8 mm.Identity : Positive for active ingredient.Assay : ± 5% weight.Physical form : Amorphous.In vivo availability: Immediate release determined
by in vitro dissolution test.Dose Uniformity : Meet pharmacopoeial standard.Packaging : Unit dose, moisture protection.
Plan
12
• Introduction
• Analytical method development
• Proof of concept using amorphous trehalose tablets
• Case study: Compression of amorphous indomethacin
• Conclusion
• Other projects
Analytical Methods
13
Average phase
information
Powder X-Ray diffractometry
Spectroscopic techniques (IR, RAMAN, Solid
state NMR)
Calorimetry
(DSC, TGA)
X-ray Diffraction
14
B He. 2009
XRD in Space (NASA)
NASA July 2015 15
XRD in Lab.
16
Conventional Vs 2-Dimensional XRD
17
ObjectPoint
detector
2D detector Object
Averaging Integration Algorithm
18
2-D and Texture (Preferred-Orientation)
19
Conventional XRD 2D XRD B He.2009
20
21
• Introduction
• Analytical method development
• Proof of concept using amorphous trehalose tablets
• Case study: Compression of amorphous indomethacin
• Conclusion
• Other projects
22
Glancing angle XRDvs
2D-XRD
Glancing angle XRD – Depth of penetration: Amorphous
trehalose
23
)])2sin(
1
sin
1([
)I
I1(e
I
Ie
lnd lower
coreD
bilayerD)
)2sin(
1
sin
1(f
coreD
bilayerD)
)2sin(
1
sin
1(f
upper
upper
IDbilayer
Trehalose dihydrate
+Brilliant blue (2% w/w)
Amorphous
trehalose
IDcore
Thakral et al 2015
Depth of penetration as a function of incident angle
24
265 µmS
A
Ω = 6°
Depth of penetration as a function of incident angle
25
B
S
Ω = 9°
452 µm
Depth of penetration as a function of incident angle
26
662 µm
C
S
Ω = 12°
Integration of different layers
27
}
])2sin(
1
sin
1[
]1e[{KIdxe
S
BKII
))2sin(
1
sin
1(B
0
))-sin(2
1
sin
1(x
0SB
}
])2sin(
1
sin
1[
]1e[{KIdxe
S
AKII
))2sin(
1
sin
1(A
0
))-sin(2
1
sin
1(x
0SA
}
])2sin(
1
sin
1[
]ee[{KIdxe
A
BKII
))2sin(
1
sin
1(A)
)2sin(
1
sin
1(B
0
))-sin(2
1
sin
1(x
0AB
Thakral et al 2015
Integration of different layers
28
265 µm
187 µm
210 µm 3500 µm
S
Thakral et al 2015
Crystallization– Amorphous trehalose tablets
29
65%RH
Amorphous trehalose tablet
Sample holder
Ammonium nitrate
(saturated solution; 65%RH)
Glancing angle XRD
30
0
20
40
60
80
100
120
0 5 10 15
Time (days)
Cry
sta
llin
ity (
%)
=6º
=9º
=12º
SA (265 m)
S
B (452 m)
S
C (662 m)
2DXRD of split tablets
31
Specimen setup
32
Mapping
Top
Bottom
Core
33
Mapping
Core
34
Surface vs Core: Split tablets
35
Time, days
0 5 10 15 20 25 30 35
Cry
sta
llin
e f
ractio
n,
% w
/w
0
20
40
60
80
100
120
Surface
Core
Conclusion
36
XRD-2D
Critical Spatial Information(Not possible by
conventional XRD or Glancing angle XRD)
Mechanistic insight of phase transformation
• Introduction
• Analytical method development
• Proof of concept using amorphous trehalose tablets
• Case study: Compression of amorphous indomethacin
• Conclusion
• Other projects
37
Effect of Compression on Amorphous Indomethacin
38
QTPPDescription : Round flat tablet.Size : Diameter 8 mm.Identity : Positive for active ingredient.Assay : ± 5% weight.Physical form : Amorphous.In vivo availability: Immediate release determined
by in vitro dissolution test.Dose Uniformity : Meet pharmacopoeial standard.Packaging : Unit dose, moisture protection.
Product and Process Outline
39
Indomethacin (amorphous): particle size180 µm (# 80).
-Tablets (8 mm diameter); 200mg
-Compressed on Universal Material Testing Machine (Zwick GmbH & Co.)
- Compression pressure: 10, 25, 50, 100 MPa
-Compressed tablets stored in sealed Mylar pouch at 35 °C.
Prior Knowledge
40
Thermodynamically Pressure is “intensive variable”
Amorphous compounds lower density than their crystalline counterparts.
Compression densify amorphous materials promote intermolecular interactions and increase the probability of nucleation.
“Amorphous material has an upper density limit, beyondwhich the external pressure induces strain and causes thematerials to crystallize.”
Wu C T 1975
Product CQA
41
Risk:
Amorphous crystalline (stable;low energy state) dissolution failure affect bioavailability
CQA “Stable” amorphous state throughout the shelf life of the product.
Experiment
42
Mylar Pouch fitted with temperature and humidity sensor
Sealed
Stored at ~35°C in Oven
2D XRD
Different TimeIntervals
Analytical techniques
43
• Synchrotron XRD
(First evidence of crystallization)
• 2D-XRD
(Depth profiling)
Synchrotron XRD (Argonne National Laboratory)
Beam-line 17 BM-B
44
Source Bending Magnet
MonochromatorType
Si(111)
Energy Range 15-18 keV
Resolution (ΔE/E) 1.5 x 10 -4
Flux (photons/sec) 8 x 1011 @15 keV
Beam Size (HxV)
Focused
Wavelength
250µm x 160µm
0.72808 Å
Compressed Tablets (100 MPa)Time ‘0’ (SXRD)
45
0
500
1000
1500
2000
2500
3000
3500
4000
4500
5000
0 5 10 15 20 25 30 35 40
Inte
nsi
ty (
cou
nts
)
2θ, degrees
2D-XRD Depth ProfilingDirections of Mapping
46
Depth Profiling (Radial) – 24 hours
47
10 MPa
100 MPa
0
10
20
30
40
50
0 0.5 1 1.5 2 2.5 3 3.5 4 4.5 5 5.5 6 6.5 7 7.5 8 Co
mp
ress
ion
pre
ssu
re
Cry
stal
line
fra
ctio
n, %
w/w
Distance, mm
10 MPa 100 MPa
Unlubricated radial surface vs Core
48
10 MPa 25 MPa 50 MPa 100 MPa
Cry
sta
lline fra
ction, %
w/w
0
10
20
30
40
50
60
Unlubricated radial surface
Unlubricated core
Unlubricated radial surface vs Core
49
Compression with no wall friction
50
Compression vs hydrostatic
51
0
5
10
15
20
25
30
35
0 20 40 60 80 100 120
Cry
stal
line
fra
ctio
n, %
w/w
Pressure, MPa
Compression Core Hydrostatic
Lubrication (Magnesium stearate)
52
Internal lubricationMagnesium stearate (1% w/w)
was addedto amorphous indomethacin,
before compression
External lubrication
External lubrication
53Magnesium stearate applied to die wall
Internal vs External lubrication
54
External Lubricant
Internal Lubricant
0
10
20
30
40
50
10 Mpa 25MPa 50 Mpa 100 Mpa
Cry
stal
line
fra
ctio
n, %
w/w
Radial Surface (24 hours)
External Lubricant
Internal Lubricant
0
10
20
30
40
50
10 Mpa 25 Mpa 50 Mpa 100 Mpa
Cry
stal
line
fra
ctio
n, %
w/w
Core (24 hours)
Inductively Coupled Plasma Mass Spectrometry (ICP-MS)
55
Conclusion
56
• Compression induces crystallization.
• Shear stress due to die wall additional
crystallization.
• External lubrication arrest additional crystallization.
• As pressure is inherent to compression, crystallization could not be stopped.
Unlubricated radial surface vs Core
57
Wall friction
I.C Sinka 2003
59
For liquids in a tank
60
𝝈z = ρgz
𝝈z (Vertical stress)
z
Z height from top surface
Fluid vs Bulk solids
61
Stress 𝝈z
Z h
eig
ht
Fluid Bulk Solid
Janssen H A 1895
Surface
Bottom
For bulk solids
Janssen’s analysis (stresses in a cylindrical silo)
σz=ρgD
4µK[1 − 𝑒
4µ𝐾
𝐷𝑧]
D Diameter
µ wall friction (µ =𝜏𝑤
σw)
K Stress ration (σw
σ𝑧)
62
𝜏𝑤σw
Janssen H A 1895
𝝈z
Ongoing research
63
Reducing the compression pressure without compromising the tensile strength, by using plastic excipient like microcrystalline cellulose.
0
2
4
6
8
10
12
0 50 100 150 200 250 300 350
Ten
sile
str
en
gth
, MP
a
Compression pressure, MPa
PVP K30 MCC Starch HPMC
64
THANK YOU
QUESTIONS?