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Particle Design using Spray Drying Particle Design using Spray Drying Reinhard Vehring Reinhard Vehring MedImmune Inc., 319 North Bernardo Ave, Mountain View, CA 94043 MedImmune Inc., 319 North Bernardo Ave, Mountain View, CA 94043

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Page 1: Particle Design via Spray Drying - University of Albertavehring/PE Page/Conferences...Small Molecules at High Peclet Numbers Lactose particles, dried at high drying gas temperatures

Particle Design using Spray DryingParticle Design using Spray Drying

Reinhard VehringReinhard VehringMedImmune Inc., 319 North Bernardo Ave, Mountain View, CA 94043MedImmune Inc., 319 North Bernardo Ave, Mountain View, CA 94043

Page 2: Particle Design via Spray Drying - University of Albertavehring/PE Page/Conferences...Small Molecules at High Peclet Numbers Lactose particles, dried at high drying gas temperatures

OutlineOutline

Study of Particle Formation MechanismStudy of Particle Formation Mechanism−− Experimental MethodsExperimental Methods

Droplet ChainDroplet ChainMonodisperseMonodisperse Spray DryerSpray Dryer

−− Theoretical ApproachTheoretical Approach−− ResultsResultsParticle Design ExamplesParticle Design ExamplesSummary and OutlookSummary and Outlook

Page 3: Particle Design via Spray Drying - University of Albertavehring/PE Page/Conferences...Small Molecules at High Peclet Numbers Lactose particles, dried at high drying gas temperatures

Droplet Chain TechniqueDroplet Chain TechniqueLaminar gas flow,T,v,RH

Droplet Generator

SEM Sampler

Sensor

Laserz

Vehring, et al., AAAR Annual Conf., Atlanta, GA, 2004

Droplets do not influence gas phaseDroplets do not influence gas phaseAllows measurement of evaporation ratesAllows measurement of evaporation rates

Page 4: Particle Design via Spray Drying - University of Albertavehring/PE Page/Conferences...Small Molecules at High Peclet Numbers Lactose particles, dried at high drying gas temperatures

MonodisperseMonodisperse, , MonomorphMonomorph ParticlesParticles

Model Particles

Production Lot

Geometric diameter and density can be correlated with drying rateOnly small quantities can be produced (< 1mg/h)

Page 5: Particle Design via Spray Drying - University of Albertavehring/PE Page/Conferences...Small Molecules at High Peclet Numbers Lactose particles, dried at high drying gas temperatures

MonodisperseMonodisperse Spray DryerSpray Dryer

1000 x higher 1000 x higher production rates production rates Gas phase Gas phase conditions not conditions not constantconstantNo direct No direct observation of observation of evaporation processevaporation processOnline measurement Online measurement of aerodynamic dry of aerodynamic dry particle diameterparticle diameter

APS

Page 6: Particle Design via Spray Drying - University of Albertavehring/PE Page/Conferences...Small Molecules at High Peclet Numbers Lactose particles, dried at high drying gas temperatures

Particles from Particles from MonodisperseMonodisperse Spray DryerSpray Dryer

Consistent Consistent morphology morphology Density of main Density of main population can be population can be determineddetermined

Page 7: Particle Design via Spray Drying - University of Albertavehring/PE Page/Conferences...Small Molecules at High Peclet Numbers Lactose particles, dried at high drying gas temperatures

Analytical DescriptionAnalytical Description

Diffusion equation for normalized radial coordinate, R=r/rs,

tRrrcR

RRc

Rc

rD

tc

s

s

s ∂∂∂∂

+⎟⎟⎠

⎞⎜⎜⎝

⎛∂∂

+∂∂

=∂∂ 2

2

2

2 , ( ) tdtd κ−= 20

2

D: Diffusion coefficient, c: concentration, rs: droplet radius, d: droplet diameter, κ: evaporationon rate. .

Solution

( )( ) RRR

Rcc m

dPe5.0exp3

Pe5.0exp

21

0

2

2

−=

∫ , DtDrr ss

8Pe κ

=∂∂

−=

where the concentration is expressed as a function of the average concentration in the droplet, cm. Pe is the Peclet number.

After: Leong, K. H., J. Aerosol Sci 18, 511, (1987)

Analytical model provides dimensionless numbers

Page 8: Particle Design via Spray Drying - University of Albertavehring/PE Page/Conferences...Small Molecules at High Peclet Numbers Lactose particles, dried at high drying gas temperatures

Case 1: Large MoleculesCase 1: Large Molecules

Morphology and density change with drying rateMorphology and density change with drying rate

Glycoprotein, MW: 51 kDa, D: 6 ⋅10-11 m2/s (estimate)

Pe = 2.7 Pe = 12.5Pe = 5.6

TG = 25 oC TG = 50 oC TG = 125 oC

Page 9: Particle Design via Spray Drying - University of Albertavehring/PE Page/Conferences...Small Molecules at High Peclet Numbers Lactose particles, dried at high drying gas temperatures

Density Decreases with Increasing Density Decreases with Increasing PePe--NumberNumber

25 50 75 100 1251

2

3

4

5

6

Peclet Number

dg

Geo

met

ric D

iam

eter

in μ

m

Gas Temperature in oC

2.7 5.6 8.8 12.5 16.8

0.0

0.1

0.2

0.3

0.4

0.5

0.6

ρ

Den

sity

in g

/cm

3

Page 10: Particle Design via Spray Drying - University of Albertavehring/PE Page/Conferences...Small Molecules at High Peclet Numbers Lactose particles, dried at high drying gas temperatures

Dry particle formation coincides with predicted high Dry particle formation coincides with predicted high surface concentration of the protein.surface concentration of the protein.

Theory Predicts Surface Enrichment of ProteinTheory Predicts Surface Enrichment of Protein

Page 11: Particle Design via Spray Drying - University of Albertavehring/PE Page/Conferences...Small Molecules at High Peclet Numbers Lactose particles, dried at high drying gas temperatures

Diffusion Controlled Particle FormationDiffusion Controlled Particle Formation

SurfaceEnrichment

Shell / SkinFormation

Crumpling

Buckling

Page 12: Particle Design via Spray Drying - University of Albertavehring/PE Page/Conferences...Small Molecules at High Peclet Numbers Lactose particles, dried at high drying gas temperatures

Large Large PecletPeclet Number Examples Number Examples Polystyrene nanoparticle(170 nm) suspension500 nm5 µm

N. Tsapis et al. PNAS 99, 12001 (2002); H.-K. Chan et al, AAPS annual meeting, 2002;Vehring, R. IBC 4th Annual Conference, Delivery Strategies for Proteins and Peptides, Boston, MA, 2004

Peptideformulation

Salmon Calcitonin

Page 13: Particle Design via Spray Drying - University of Albertavehring/PE Page/Conferences...Small Molecules at High Peclet Numbers Lactose particles, dried at high drying gas temperatures

Case 2: Small Molecules Case 2: Small Molecules

Trehalose

Low Low PecletPeclet Number (<2) and high Number (<2) and high solubility leads to solid particles solubility leads to solid particles with a density close to the with a density close to the pycnometerpycnometer density (1.53 g/cmdensity (1.53 g/cm33))

50 60 70 80 90 1001.0

1.1

1.2

1.3

1.4

1.5

1.6

Den

sity

in g

/cm

3Inlet Gas Temperature in °C

Page 14: Particle Design via Spray Drying - University of Albertavehring/PE Page/Conferences...Small Molecules at High Peclet Numbers Lactose particles, dried at high drying gas temperatures

Small Molecules at High Small Molecules at High PecletPeclet NumbersNumbers

Lactose particles, dried at high drying gas temperatures (200 °C inlet)Peclet number range: 2-5

Elversson, J., et al. J. Pharm Sci, 92, 900 (2003)

SaccharidesSaccharides can form hollow particles at high can form hollow particles at high PecletPeclet numbersnumbers

Page 15: Particle Design via Spray Drying - University of Albertavehring/PE Page/Conferences...Small Molecules at High Peclet Numbers Lactose particles, dried at high drying gas temperatures

Small MoleculesSmall MoleculesLow Solubility Low Solubility –– High Surface ActivityHigh Surface Activity

50 75 100 1250.0

0.1

0.2

0.3

0.4

0.50.7 1.1 1.5 2

Pe0

Gas Temperature in °C

Geometric Diameter Range:

5.7 - 6.7 µm 3.1 - 3.9 µm 2.4 - 2.8 µm

Den

sity

in g

/cm

3

Trileucine

Solubility: 8 mg/ml (25°C, pH7)Surface Activity: 42 mN/m (sat, 25°C)MW: 357.5 Da

Particles with very low density can be formed from small moleculParticles with very low density can be formed from small moleculeses

Page 16: Particle Design via Spray Drying - University of Albertavehring/PE Page/Conferences...Small Molecules at High Peclet Numbers Lactose particles, dried at high drying gas temperatures

Small MoleculesSmall MoleculesLow Solubility Low Solubility –– Low Surface ActivityLow Surface Activity

50 75 100 125 1500.0

0.1

0.2

0.3

0.4

0.50.6 0.9 1.3 1.7 2.1

Pe0

Gas Temperature in °C

Den

sity

in g

/cm

3

Pe ~ 0.9

Surface activity is not necessary for low particle densitySurface activity is not necessary for low particle density

Tyr-Ile

Page 17: Particle Design via Spray Drying - University of Albertavehring/PE Page/Conferences...Small Molecules at High Peclet Numbers Lactose particles, dried at high drying gas temperatures

Particle Formation Coincides with Particle Formation Coincides with SupersaturationSupersaturation

Precipitation leads to sharp increase in Precipitation leads to sharp increase in PePe -- numbernumber

0 20 40 60 80 100 1200

100

200

300

400

500

d2(µ

m2

)

Time (ms)

0

1

2

3

SurfaceConcentration

Region ofShell Formation

and Collapse

Trile

ucin

e su

pers

atur

atio

n, C

/S

Dry

ing

drop

let d

iam

eter

,

0 20 40 60 80 100 1200

100

200

300

400

500

d2(µ

m2

)

Time (ms)

0

1

2

3

SurfaceConcentration

Region ofShell Formation

and Collapse

Trile

ucin

e su

pers

atur

atio

n, C

/S

Dry

ing

drop

let d

iam

eter

,

Page 18: Particle Design via Spray Drying - University of Albertavehring/PE Page/Conferences...Small Molecules at High Peclet Numbers Lactose particles, dried at high drying gas temperatures

Particle Formation with Early Phase SeparationParticle Formation with Early Phase Separation

Bulk Precipitation

Surface Precipitation

Supersaturation

Shell Formation

Page 19: Particle Design via Spray Drying - University of Albertavehring/PE Page/Conferences...Small Molecules at High Peclet Numbers Lactose particles, dried at high drying gas temperatures

Designing Structured Particles Designing Structured Particles -- ApplicationsApplications

EncapsulationEncapsulationStructural layersStructural layers

Improving physical stabilityImproving physical stabilityImproving biological / Improving biological / chemical stabilitychemical stabilityImproving powder / aerosol Improving powder / aerosol propertiesproperties−− FlowabilityFlowability−− DispersibilityDispersibility−− Density / Aerodynamic Density / Aerodynamic

diameterdiameterImproving delivery Improving delivery −− SolubilitySolubility−− BioadhesionBioadhesion−− ReleaseRelease

Page 20: Particle Design via Spray Drying - University of Albertavehring/PE Page/Conferences...Small Molecules at High Peclet Numbers Lactose particles, dried at high drying gas temperatures

100 % PVP K17 90 % PVP, 10 % Amino Acid

Encapsulation of a Model MoleculeEncapsulation of a Model Molecule

Vehring, et al., US 20050003004, WO/2005/000267

Amino acid solubility intentionally reduced by a coAmino acid solubility intentionally reduced by a co--solvent to solvent to achieve encapsulationachieve encapsulation

Page 21: Particle Design via Spray Drying - University of Albertavehring/PE Page/Conferences...Small Molecules at High Peclet Numbers Lactose particles, dried at high drying gas temperatures

Surface Modification of an Antibody TherapeuticSurface Modification of an Antibody Therapeutic

IgG1 - AntibodyEncapsulated with 37.5 % amino acid

Encapsulation improves dispersibility

Page 22: Particle Design via Spray Drying - University of Albertavehring/PE Page/Conferences...Small Molecules at High Peclet Numbers Lactose particles, dried at high drying gas temperatures

0 10 20 30 40 500

1

2

3

4

5

6

7

8 measured predicted

g H

2O /

100

g

% RH

0 1 2 3 4 5 6 7 8 9 100

20

40

60

80

100

Tg in

°C

g H20 / 100 g

Encapsulation Improves Physical StabilityEncapsulation Improves Physical Stability

Vehring, R. IBC 4th Annual Conf., Deliv. Strat. Proteins & Peptides, Boston, 2004

56 % encapsulation excipient, 20 % saccharide, 20 % low Tg API, 4 % organic salt

Moisture Sorption

Plasticization

Page 23: Particle Design via Spray Drying - University of Albertavehring/PE Page/Conferences...Small Molecules at High Peclet Numbers Lactose particles, dried at high drying gas temperatures

Lot 3909- 67

Time Zero

25C/60RH. 72hr

25C/60RH. 7 day

65/11RH,"72hr

% F

PD <

3.3

μm

0

10

20

30

40

50

60

70

80

90

100

28 LPM Data60 LPM Data ~ 20 °C above Tg !

Structured Particle with Excellent Environmental RobustnessStructured Particle with Excellent Environmental Robustness

Low Tg core protected

by a high Tg shell

Page 24: Particle Design via Spray Drying - University of Albertavehring/PE Page/Conferences...Small Molecules at High Peclet Numbers Lactose particles, dried at high drying gas temperatures

Summary and OutlookSummary and Outlook

Particle formation can be understood in the context of Particle formation can be understood in the context of component saturation and component saturation and PecletPeclet numbernumber

Surface activity and other material properties may influence Surface activity and other material properties may influence particle morphologyparticle morphology

Analysis of particle formation enables rational particle design Analysis of particle formation enables rational particle design of of structured particles through formulation and process designstructured particles through formulation and process design

Particle engineering achieves much improved particle properties,Particle engineering achieves much improved particle properties,enabling new products and improving product performanceenabling new products and improving product performance

More work is necessary to understand and control More work is necessary to understand and control nanostructures and multiple functional layersnanostructures and multiple functional layers

Process technology and formulation science must work togetherProcess technology and formulation science must work together

Page 25: Particle Design via Spray Drying - University of Albertavehring/PE Page/Conferences...Small Molecules at High Peclet Numbers Lactose particles, dried at high drying gas temperatures

AcknowledgementsAcknowledgements

Willard R. Foss Willard R. Foss Amgen Inc., Thousand Oaks, CAAmgen Inc., Thousand Oaks, CA

Christopher I. GraingerChristopher I. GraingerKings College, LondonKings College, London

David LechugaDavid Lechuga--BallesterosBallesteros, , MeiMei Chang Chang KuoKuo, , DanforthDanforth P. MillerP. MillerNektar Therapeutics, San Carlos, CANektar Therapeutics, San Carlos, CA

Solid State Formulation GroupSolid State Formulation GroupMedImmune Inc., Mountain View, CAMedImmune Inc., Mountain View, CAJames Ivey, Lisa Williams, Sandhya Buchanan, Yi Ao, James Ivey, Lisa Williams, Sandhya Buchanan, Yi Ao, Luisa Yee, Emilie Pan, Rekha RaoLuisa Yee, Emilie Pan, Rekha Rao