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Nanoparticles for Drug
                                           Delivery




                                             Mark Bumiller



© 2013 HORIBA, Ltd. All rights reserved.
Why Care about Particle Size?
                          Tablets    -    Suspensions
 Size of active
                                            Same dissolution &
  ingredient effects
                                             content uniformity
  dissolution & content
                                             issues
  uniformity
                                            Ability to stay in
 Size influences tablet
                                             suspensions
  hardness
                                            Mouth feel
 Size and shape
  effects packing
 Size and shape effect
  powder flow

© 2013 HORIBA, Ltd. All rights reserved.
Particle Size and Dissolution




    XS is the mass of solid drug (mg),
    t is time (minutes),
    D is the drug diffusivity (cm2/min),
    X0 is the initial drug mass (mg),
    r is the drug density (mg/mL),
    h is the diffusion layer thickness (cm),
    r0 is the initial particle radius (cm),
    CS is the drug solubility (mg/mL),
    Xd is the mass of dissolved drug (mg),
    V is the volume of dissolution media (mL).



David R. Friend, PhD; Gregory E. Parry, PhD; T. Francis, PhD; Gary Kupperblatt, PhD; Suggy S. Chrai, PhD; and Gerald Slack,
Mathematical Modeling of a Novel Controlled-Release Dosage Form
Drug Delivery Technology,

•
© 2013 HORIBA, Ltd. All rights reserved.
Effect of API Particle Size on Content Uniformity



                                           = unit dose




© 2013 HORIBA, Ltd. All rights reserved.
Size Scale




© 2013 HORIBA, Ltd. All rights reserved.
Size, Technique, Samples


                                                                      LA-950
  SZ-100




                                           Proteins


                                           Dendrimers


                                           Polymeric nanoparticles


                                                          Liposomes


© 2013 HORIBA, Ltd. All rights reserved.
Particle Size by DLS: SZ-100
                    Two sizing angles                       90° for size and MW, A2

                      Backscatter (173°)                                  Particles moving
                               (High conc.)                               due to Brownian
                                                                          motion
                                                                  Particles
              Laser                                                                       PD
                                               Attenuator                                For T%
      532nm, 10mW


                                               Two cell positions:
                                                center and side                    Zeta potential



                                                            Attenuator    Modulator

                                              SZ-100 Optical Diagram
© 2013 HORIBA, Ltd. All rights reserved.
Laser Diffraction
                                           Particle size 0.01 – 3000 µm




           •Converts scattered light to
            particle size distribution
           •Quick, repeatable
           •Powders and suspensions
           •Most common technique



© 2013 HORIBA, Ltd. All rights reserved.
Why Nanoparticles?
  Greater surface area/volume ratio = more
   exposed surface = faster dissolution
  Greater bio-availability, small drug doses
   and less toxicity
  Small enough to avoid removal by MPS
  Large enough to avois rapid renal filtration
  Can cross cell membranes
  Interact on cell surface (receptors)
    Targeting

© 2013 HORIBA, Ltd. All rights reserved.
Making Nanoparticles
  Top Down                                            Bottom Up
             Make particles smaller                      Build from atomic or
                                                           molecular level up




                                                       Self assembly of micelles


© 2013 HORIBA, Ltd. All rights reserved.
API Processing Elan NanoCrystal® Technology




© 2013 HORIBA, Ltd. All rights reserved.
Top Down: Elan NanoMill
                                                      LA-950 in next room




© 2013 HORIBA, Ltd. All rights reserved.
Size Reduction Measured on LA-950




© 2013 HORIBA, Ltd. All rights reserved.
API Processing Microfluidizer*




                                                     * See http://www.microfluidicscorp.com/


© 2013 HORIBA, Ltd. All rights reserved.
Liposomes




                                                   100 nm



© 2013 HORIBA, Ltd. All rights reserved.
Liposome: Before, After Microfluidizer




© 2013 HORIBA, Ltd. All rights reserved.
Size Reduction Measured on LA-950*
 Zn-insulin
 Starting mean size
  16.162 µm
 Milled in sodium
  deoxycholate and
  water at neutral pH
                                           Un-milled         Milled




                                                *Merisko-Liversidge et. Al., Insulin Nanoparticles: A Novel
                                                Formulation Approach for Poorly Water Soluble Zn-Insulin,
                                                Pharmaceutical Research, Vol. 21, No. 9, September 2004


© 2013 HORIBA, Ltd. All rights reserved.
PLA Nanoparticles for Drug Delivery

                                           Targeting ligand provides
                                           recognition, enabling targeted
                                           nanoparticles to identify and bind
                                           to their intended target site.
                                           Surface functionalization shields
                                           targeted nanoparticles from the
                                           immune system.
                                           Polymer matrix encapsulates
                                           payload molecules in a matrix of
                                           biodegradable polymers .
                                           Therapeutic payloads include
                                           small molecules, peptides,
                                           proteins, etc.


                PLA


© 2013 HORIBA, Ltd. All rights reserved.
Nanoparticles for Drug Delivery


                                                          Good batch




                                                          Bad batch
                                                  9 fold increase




© 2013 HORIBA, Ltd. All rights reserved.
PLA Nanoparticle A: DLS & Diffraction
       DLS on SZ-100                       Laser diffraction by LA-950




© 2013 HORIBA, Ltd. All rights reserved.
PLA Nanoparticle B: DLS & Diffraction
       DLS on SZ-100                       Laser diffraction by LA-950




© 2013 HORIBA, Ltd. All rights reserved.
Intensity vs. Volume Results
 Mean by DLS 117 to 95 nm




© 2013 HORIBA, Ltd. All rights reserved.
Laser Diffraction vs. DLS
 Both laser diffraction and DLS                                         Fenofibrate nanosuspensions*
  can measure 30 – 1000 nm
 Which to use?
 Sample volume
 Published data for sample type
 Beware volume vs. intensity
                                                                             Flavor emulsions **
  distributions
 Also need zeta potential? Then
  DLS


                     * Anhalt et. al,. Development of a New Method to Assess Nanocrystal Dissolution Based on Light
                     Scattering, Pharm Res (2012) 29:2887–2901
                                                                **AN203 DLS vs. Diffraction of Flavor Emulsions


© 2013 HORIBA, Ltd. All rights reserved.
PLA Nanoparticles
                      Laser diffraction or dynamic light scattering?
                      Good batch             Spiked with large particles

                                                                        (DLS) would
                                                                       never see this




           DLS found second peak,but not >10 µm particles




© 2013 HORIBA, Ltd. All rights reserved.
Colloidal Gold: Drug Delivery*
 Cancer therapy delivers drug
  to all rapidly dividing cells
 Prodrugs delivered in inactive                                                                enzyme
  form
 Once delivered, metabolized in                                                            D

  vivo into active metabolite D
 Study: Immobilize prodrug                                                           tumor cell
  activating enzyme onto
  colloidal gold particles
 Enzymes: genetically modified
  nitroreductase from E.
  coli;NfnB and Cys-NfnB

   Colloidal Gold Modified with a Genetically Engineered Nitroreductase: Toward a Novel Enzyme Delivery System for
   Cancer Prodrug Therapy, Vanessa V. Gwenin, Chris D. Gwenin, and Maher Kalaji Langmuir, 2011, 27 (23), pp 14300–14307

© 2013 HORIBA, Ltd. All rights reserved.
Colloidal Gold: Drug Delivery*
            Start with 50nm gold particles
            Incubate with varying molar equivalents
             (90:1, 180:1, 270:1,360:1, and 450:1) of
             purified recombinant Cys-NfnB or His-
             NfnB overnight at 4C
            Analyzed on SZ-100 for particle size
             and zeta potential

 Colloidal Gold Modified with a Genetically Engineered Nitroreductase: Toward a Novel Enzyme Delivery System for
 Cancer Prodrug Therapy, Vanessa V. Gwenin, Chris D. Gwenin, and Maher Kalaji Langmuir, 2011, 27 (23), pp 14300–14307



© 2013 HORIBA, Ltd. All rights reserved.
Colloidal Gold: Drug Delivery*

 Base particle
    Size 51 nm
    Zeta potential - 52 mV
 NfnB ~ 5 nm
 Combined ~ 60 nm




                                                                                              less ordered



                                                                                              more ordered


    Colloidal Gold Modified with a Genetically Engineered Nitroreductase: Toward a Novel Enzyme Delivery System for
    Cancer Prodrug Therapy, Vanessa V. Gwenin, Chris D. Gwenin, and Maher Kalaji Langmuir, 2011, 27 (23), pp 14300–14307

 © 2013 HORIBA, Ltd. All rights reserved.
Zeta Potential: Dispersion Stability, IEP
Measures particle surface charge
High zeta potential = stable    60
                                50
Low zeta = unstable, aggregate 40
                                                               30




                                           Zeta potenti /m V
                                                               20




                                                      al
                                                               10
                                                                 0
                                                               -102.
                                                                   0   3.
                                                                        0   4.
                                                                             0   5.
                                                                                  0   6.
                                                                                       0   7.
                                                                                            0   8.
                                                                                                 0   9.
                                                                                                      0   10.
                                                                                                            0
                                                               -20
                                                               -30
                                                               -40
                                                               -50
                                                               -60
                                                                                      pH




© 2013 HORIBA, Ltd. All rights reserved.
Zeta Potential Cells




    Gold coated electrodes (ruined)                                         Carbon coated electrodes

                              20


                              15


                              10
             zeta potential




                               5

                               0
                                    0   2   4   6        8   10   12   14
                               -5


                              -10
                                                    pH




                                        IEP 3.4 nm protein                    800 measurements with one cell

© 2013 HORIBA, Ltd. All rights reserved.
Zeta Potential: Study Surfaces*
 FePt-nanoparticle/PDDA/silica composite particles
 concentrations of PDDA aqueous solutions,
 (A) 1 wt%, (B) 5 wt% and (C) 7 wt%




   “modification of negatively charged silica template particles with a
   cationic polymer resulted in the zeta potential of the silica
   template particles changing from negative to positive. The
   adsorption of PDDA molecules on the surface of silica particles
   was confirmed by measuring their zeta potentials.”
   *Fuchigami et. al., Size-tunable drug-delivery capsules composed of a magnetic nanoshell, Biomatter 2:4,
   313–320; October/November/December 2012



© 2013 HORIBA, Ltd. All rights reserved.
Summary
            Both DLS and laser diffraction
             successfully used for size of
             nanoparticles for drug delivery
            DLS for smallest sizes, sample volume,
             concentration
                       Also zeta potential
            Laser diffraction when also need to
             detect large particles


© 2013 HORIBA, Ltd. All rights reserved.
Resources: www.horiba.com/particle




                                              Receive news of updates

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© 2013 HORIBA, Ltd. All rights reserved.

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Nanoparticles for Drug Delivery Applications

  • 1. Nanoparticles for Drug Delivery Mark Bumiller © 2013 HORIBA, Ltd. All rights reserved.
  • 2. Why Care about Particle Size? Tablets - Suspensions  Size of active  Same dissolution & ingredient effects content uniformity dissolution & content issues uniformity  Ability to stay in  Size influences tablet suspensions hardness  Mouth feel  Size and shape effects packing  Size and shape effect powder flow © 2013 HORIBA, Ltd. All rights reserved.
  • 3. Particle Size and Dissolution XS is the mass of solid drug (mg), t is time (minutes), D is the drug diffusivity (cm2/min), X0 is the initial drug mass (mg), r is the drug density (mg/mL), h is the diffusion layer thickness (cm), r0 is the initial particle radius (cm), CS is the drug solubility (mg/mL), Xd is the mass of dissolved drug (mg), V is the volume of dissolution media (mL). David R. Friend, PhD; Gregory E. Parry, PhD; T. Francis, PhD; Gary Kupperblatt, PhD; Suggy S. Chrai, PhD; and Gerald Slack, Mathematical Modeling of a Novel Controlled-Release Dosage Form Drug Delivery Technology, • © 2013 HORIBA, Ltd. All rights reserved.
  • 4. Effect of API Particle Size on Content Uniformity = unit dose © 2013 HORIBA, Ltd. All rights reserved.
  • 5. Size Scale © 2013 HORIBA, Ltd. All rights reserved.
  • 6. Size, Technique, Samples LA-950 SZ-100 Proteins Dendrimers Polymeric nanoparticles Liposomes © 2013 HORIBA, Ltd. All rights reserved.
  • 7. Particle Size by DLS: SZ-100 Two sizing angles 90° for size and MW, A2 Backscatter (173°) Particles moving (High conc.) due to Brownian motion Particles Laser PD Attenuator For T% 532nm, 10mW Two cell positions: center and side Zeta potential Attenuator Modulator SZ-100 Optical Diagram © 2013 HORIBA, Ltd. All rights reserved.
  • 8. Laser Diffraction Particle size 0.01 – 3000 µm •Converts scattered light to particle size distribution •Quick, repeatable •Powders and suspensions •Most common technique © 2013 HORIBA, Ltd. All rights reserved.
  • 9. Why Nanoparticles? Greater surface area/volume ratio = more exposed surface = faster dissolution Greater bio-availability, small drug doses and less toxicity Small enough to avoid removal by MPS Large enough to avois rapid renal filtration Can cross cell membranes Interact on cell surface (receptors) Targeting © 2013 HORIBA, Ltd. All rights reserved.
  • 10. Making Nanoparticles  Top Down  Bottom Up  Make particles smaller  Build from atomic or molecular level up Self assembly of micelles © 2013 HORIBA, Ltd. All rights reserved.
  • 11. API Processing Elan NanoCrystal® Technology © 2013 HORIBA, Ltd. All rights reserved.
  • 12. Top Down: Elan NanoMill LA-950 in next room © 2013 HORIBA, Ltd. All rights reserved.
  • 13. Size Reduction Measured on LA-950 © 2013 HORIBA, Ltd. All rights reserved.
  • 14. API Processing Microfluidizer* * See http://www.microfluidicscorp.com/ © 2013 HORIBA, Ltd. All rights reserved.
  • 15. Liposomes 100 nm © 2013 HORIBA, Ltd. All rights reserved.
  • 16. Liposome: Before, After Microfluidizer © 2013 HORIBA, Ltd. All rights reserved.
  • 17. Size Reduction Measured on LA-950*  Zn-insulin  Starting mean size 16.162 µm  Milled in sodium deoxycholate and water at neutral pH Un-milled Milled *Merisko-Liversidge et. Al., Insulin Nanoparticles: A Novel Formulation Approach for Poorly Water Soluble Zn-Insulin, Pharmaceutical Research, Vol. 21, No. 9, September 2004 © 2013 HORIBA, Ltd. All rights reserved.
  • 18. PLA Nanoparticles for Drug Delivery Targeting ligand provides recognition, enabling targeted nanoparticles to identify and bind to their intended target site. Surface functionalization shields targeted nanoparticles from the immune system. Polymer matrix encapsulates payload molecules in a matrix of biodegradable polymers . Therapeutic payloads include small molecules, peptides, proteins, etc. PLA © 2013 HORIBA, Ltd. All rights reserved.
  • 19. Nanoparticles for Drug Delivery Good batch Bad batch 9 fold increase © 2013 HORIBA, Ltd. All rights reserved.
  • 20. PLA Nanoparticle A: DLS & Diffraction DLS on SZ-100 Laser diffraction by LA-950 © 2013 HORIBA, Ltd. All rights reserved.
  • 21. PLA Nanoparticle B: DLS & Diffraction DLS on SZ-100 Laser diffraction by LA-950 © 2013 HORIBA, Ltd. All rights reserved.
  • 22. Intensity vs. Volume Results Mean by DLS 117 to 95 nm © 2013 HORIBA, Ltd. All rights reserved.
  • 23. Laser Diffraction vs. DLS  Both laser diffraction and DLS Fenofibrate nanosuspensions* can measure 30 – 1000 nm  Which to use?  Sample volume  Published data for sample type  Beware volume vs. intensity Flavor emulsions ** distributions  Also need zeta potential? Then DLS * Anhalt et. al,. Development of a New Method to Assess Nanocrystal Dissolution Based on Light Scattering, Pharm Res (2012) 29:2887–2901 **AN203 DLS vs. Diffraction of Flavor Emulsions © 2013 HORIBA, Ltd. All rights reserved.
  • 24. PLA Nanoparticles Laser diffraction or dynamic light scattering? Good batch Spiked with large particles (DLS) would never see this DLS found second peak,but not >10 µm particles © 2013 HORIBA, Ltd. All rights reserved.
  • 25. Colloidal Gold: Drug Delivery*  Cancer therapy delivers drug to all rapidly dividing cells  Prodrugs delivered in inactive enzyme form  Once delivered, metabolized in D vivo into active metabolite D  Study: Immobilize prodrug tumor cell activating enzyme onto colloidal gold particles  Enzymes: genetically modified nitroreductase from E. coli;NfnB and Cys-NfnB Colloidal Gold Modified with a Genetically Engineered Nitroreductase: Toward a Novel Enzyme Delivery System for Cancer Prodrug Therapy, Vanessa V. Gwenin, Chris D. Gwenin, and Maher Kalaji Langmuir, 2011, 27 (23), pp 14300–14307 © 2013 HORIBA, Ltd. All rights reserved.
  • 26. Colloidal Gold: Drug Delivery* Start with 50nm gold particles Incubate with varying molar equivalents (90:1, 180:1, 270:1,360:1, and 450:1) of purified recombinant Cys-NfnB or His- NfnB overnight at 4C Analyzed on SZ-100 for particle size and zeta potential Colloidal Gold Modified with a Genetically Engineered Nitroreductase: Toward a Novel Enzyme Delivery System for Cancer Prodrug Therapy, Vanessa V. Gwenin, Chris D. Gwenin, and Maher Kalaji Langmuir, 2011, 27 (23), pp 14300–14307 © 2013 HORIBA, Ltd. All rights reserved.
  • 27. Colloidal Gold: Drug Delivery*  Base particle Size 51 nm Zeta potential - 52 mV  NfnB ~ 5 nm  Combined ~ 60 nm less ordered more ordered Colloidal Gold Modified with a Genetically Engineered Nitroreductase: Toward a Novel Enzyme Delivery System for Cancer Prodrug Therapy, Vanessa V. Gwenin, Chris D. Gwenin, and Maher Kalaji Langmuir, 2011, 27 (23), pp 14300–14307 © 2013 HORIBA, Ltd. All rights reserved.
  • 28. Zeta Potential: Dispersion Stability, IEP Measures particle surface charge High zeta potential = stable 60 50 Low zeta = unstable, aggregate 40 30 Zeta potenti /m V 20 al 10 0 -102. 0 3. 0 4. 0 5. 0 6. 0 7. 0 8. 0 9. 0 10. 0 -20 -30 -40 -50 -60 pH © 2013 HORIBA, Ltd. All rights reserved.
  • 29. Zeta Potential Cells Gold coated electrodes (ruined) Carbon coated electrodes 20 15 10 zeta potential 5 0 0 2 4 6 8 10 12 14 -5 -10 pH IEP 3.4 nm protein 800 measurements with one cell © 2013 HORIBA, Ltd. All rights reserved.
  • 30. Zeta Potential: Study Surfaces* FePt-nanoparticle/PDDA/silica composite particles concentrations of PDDA aqueous solutions, (A) 1 wt%, (B) 5 wt% and (C) 7 wt% “modification of negatively charged silica template particles with a cationic polymer resulted in the zeta potential of the silica template particles changing from negative to positive. The adsorption of PDDA molecules on the surface of silica particles was confirmed by measuring their zeta potentials.” *Fuchigami et. al., Size-tunable drug-delivery capsules composed of a magnetic nanoshell, Biomatter 2:4, 313–320; October/November/December 2012 © 2013 HORIBA, Ltd. All rights reserved.
  • 31. Summary Both DLS and laser diffraction successfully used for size of nanoparticles for drug delivery DLS for smallest sizes, sample volume, concentration Also zeta potential Laser diffraction when also need to detect large particles © 2013 HORIBA, Ltd. All rights reserved.
  • 32. Resources: www.horiba.com/particle Receive news of updates View application notes, webinars, etc. © 2013 HORIBA, Ltd. All rights reserved.