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Zero-order implantable drug delivery microchip Capstone Final Presentation: May 11, 2012 Steven Ramiro, Schuyler Fearins, Ben Shefter, Doug Trigg, Alex Sposito, Maureen Perry, Daniel Rowley, and Eric Feldman

Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

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Page 1: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Zero-order implantable drug delivery microchip

Capstone Final Presentation: May 11, 2012

Steven Ramiro, Schuyler Fearins, Ben Shefter, Doug Trigg,

Alex Sposito, Maureen Perry, Daniel Rowley, and Eric Feldman

Page 2: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Outline 1.  Introduction to the Project 2.  Literature Review 3. Modeling 4.  Simulations 5. Design 6.  Prototyping & Fabrication 7.  Testing 8. Results 9. Conclusion 10.  Path Forward 11.  Video

Page 3: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Introduction to our Project

Page 4: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Motivation

http://cheed.nus.edu.sg/~chewch/NEW/drug_highlights.htm

•  Gliomas account for 80% of brain tumors

–  13,000 deaths per year in US –  18,000 new diagnoses

•  Treatment

–  Implant Gliadel wafers –  Burst release, non linear

release profile •  Develop implantable drug

delivery device that can provide a linear release profile

Page 5: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Intellectual Merit

•  Developed a model relating dissolution, diffusion, and degradation kinetics in hemispherical DDS

•  Understanding the relation of

variables and their effect on release profile

•  Proof of concept of customizable

drug delivery systems

http://www.setyoufreenews.com/2011/11/25/implantable-microchips-and-cyborgs-are-no-longer-conspiracy-theories/

Page 6: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Impact •  Controlled and localized drug

release

•  Reduce patient non-compliance •  Multiple medicines delivered

with one chip

•  Help patients with brain cancer recovery and immunotherapy

•  Prevent lethal mixing of different drugs

http://topnews.com.sg/images/medications_0.jpg

Page 7: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Ethical and Environmental Issues

Consumer Health Impact: •  Active agent release rate •  Chip degradation rate •  Biocompatibility of microchip •  Predictability of drug release

Environmental Impact: •  Processing can be scaled, low energy

consumption and waste - minimal impact •  Chip degrades in body - minimal impact •  No toxic or harmful chemicals used during

processing - minimal impact

Page 8: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

MSE Aspects •  Biocompatibility - implantable (chip design), hydrolysis, inflammatory response

•  Kinetics - drug dissolution and diffusion, chip degradation, system level interactions, boundary conditions

•  Chemistry - solvent compatibility, CNC lubricant, adhesive choice, hydrolysis solution mixing, drug concentration

•  Polymers - degradation rate

•  Mechanical Properties - material strength, elastic deformation

•  Processing - polymer processing, mold processing, drug processing, process flow for entire chip

•  Experimentation - solution mixing, drug concentration

•  Characterization – UV/Vis Spectroscopy, optical microscopy

Page 9: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Literature Review

Page 10: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Previous Work •  Microchip Devices

o  Gliadel Wafers for brain cancer o  7.7mg Carmustine (BCNU) in one week o  Non-linear release profile

•  Controlling Release o  Polymer material o  Drug loading o  Porosity o  Size of microspheres

•  Geometric Control of Release o  Hemispheres (Narasimhan 1997) o  Linear release profile o  Limitations (critical assumption, PVAc)

•  PLGA Release Mechanism (Fredenburg (2011)

o  Diffusion through water filled pores o  Diffusion through polymer o  Erosion o  Osmotic Pumping

Domb 1998 Fleming, 2002

Non-linear release profile

Narasimhan 1997

Fredenberg 2011

Page 11: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Technical Approach

Previous Work

Probabilistic Model

Design

Deterministic Model

Page 12: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Modeling

Page 13: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Diffusion Model

Higuchi et al:

"Rate of release of medicaments from ointment bases containing drug in suspension”

Siepmann 2011

Page 14: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Diffusion Model

Higuchi et al: Evaluate over small

times and small changes in h

Higuchi's variation of Fick's 1st Law

Equation for changes in h

Combine to get a change in mass/area independent of h

Higuchi's 3rd Assumption: c(ini) >> c(s)

Page 15: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Diffusion Model

•  Build upon the work done by Higuchi and Bechard and McMullen, "Solute Release from a Porous Polymer Matrix: Inwardly Tapered Disc with a Central Releasing Hole"

•  Revised the equations done by Bechard and Mcmullen to work for three monolithic geometries

•  Fixed boundary conditions on the system to model release in radial coordinates

"Theoretical analysis of inward hemispheric release above and below drug solubility"

Siegel et al:

Siegel 2000

Page 16: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Diffusion Model

Siegel et al: Ø Concentration profile in radial coordinates:

Ø Mass balance for hemispherical and hemisphere-like monolithes:

Ø  Final equation relating changes in radius to changes in time:

Ø  Limiting/Boundary Equations:

Ø  Final equation relating changes in radius to changes in radius:

Page 17: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Degradation Model

Mechanisms:

•  Hydrolysis

•  Autocatalysis

http://www.pla-drugcarrier.com/guideline/

Page 18: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Pores and Erosion Model

Gopferich, 2002

Page 19: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Erosion Model

Derivation arrived from Fitzgerald 1993

Page 20: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Complete Deterministic Model

*He et al. suggests that the mechanisms can be combined as: !!!!

= !"##$%"&' + !" ∗ !"#$%#&!

Data obtained from He 2005

Page 21: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Deterministic Model Results

*variable D = bi-phasic *constant D = linear

*A presoak can enable a pseudo zero order release with a R2 = 0.956

*constant τ = pseudo linear R2 = 0.99 *constant D = linear R2 = 1

Page 22: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Variation of Parameters

*If we assume a constant D - by changing the orifice size (left Figure) and the well size (right Figure) we can control the time of release.

Page 23: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Simulation

Page 24: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Monte Carlo Simulation •  Attempts to simulate dissolution, diffusion, and

degradation in a probabilistic manner

•  Kinetic model based on a defined unit area, mass, and rates in which an event happens

•  The Rules: 1.  A cell touching a wet cell has a probability of becoming

wet 2.  When a polymer becomes wet its life begins reducing 3.  Any polymer with lifetime less than 0 turns into water 4.  Drug has a probability of dissolving into water 5.  Drug has a probability of diffusing through the water or

matrix

Page 25: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Validation System was validated using a

1-D diffusion equation:

Porter et al.

x position

drug conc (#/row)

x position

drug conc (#/row)

Page 26: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Simulation

R = 1000 um

Page 27: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Simulations: Results

Page 28: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Design

Page 29: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Design Goals 1. Design a completely biodegradable and

implantable drug delivery microchip device that can deliver 7 mg of active agent to patients over one week

2. Develop probabilistic and deterministic models to assist our design and predict the release profile of a single hemispherical well

3. Obtain a "zero order" release profile up through

at least 85% release with R-squared = 0.98

Page 30: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Design Concept 1.  Microchip contains seven hemispherical

wells loaded with 50:50 Ibuprofen:PLGA 5.6kDa.

2.  Upon immersion in water or bodily fluids, water diffuses inward through the top orifice, and the hydrolysis reaction of the polymer backbone begins.

3.  Hydrolysis leads to increased porosity. Active agent diffuses through water filled pores to facilitate release.

4.  Entire device biodegrades and is resorbed by body after several months.

Page 31: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Materials

Ibuprofen 5.6 kDa PLGA

Cyanoacrylate

115 kDa PLA

•  Chip Material – biocompatibility, slow hydrolysis, processable

•  Active Agent – similar MW Carmustine, well characterized, known parameters

•  Well Material – biocompatible, faster hydrolysis (lower MW), compatible with Ibuprofen •  Adhesive – biocompatibility, bonds polyesters, no solvents

chemical structure diagrams were taken from wikipedia.com

Page 32: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Design Parameters Part Size Note Material

Diameter of chip

1.3 cm

To be similar in size to gliadel wafers. Easily implantable.

PLA 115kDa

Thickness of chip 0.3 cm Structural integrity PLA 115kDa

Radius of well 0.15 cm Allows for maximal loading of chip

Number of wells 7 Allows for maximal loading of chip

Drug loading

50% w/w Allows for loading well above solubility limit, allows maximal drug release

Ibuprofen in PLGA 5.6 kDa

Drug concentration

0.756 g/mL Calculated with 50% drug loading. Solubility of Ibuprofen in PBS 7.4 = .0075 g/mL (Klose 2011)

Ibuprofen

Mass of drug in one well

0.00427 g Ibuprofen

Total mass of drug in chip

14.96 mg Compare to 7- 8 mg BCNU per Gliadel Wafer Ibuprofen

Thickness of top membrane

0.2 cm

PLA 115kDa

Radius of inner orifice 0.01 cm

Page 33: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Design

Page 34: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Prototype & Fabrication

Page 35: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Fabrication Process Process: 1.  Hot pressed PLA

bottom wafer

2.  Milled hemispherical wells in top wafer

3.  Pressed Ibu/PLGA composite into top wafer and planarized

4.  Hot pressed PLA top wafer

5.  Planarized top wafer and milled channels

6.  Applied cyanoacrylate adhesive to bond top and bottom wafers

Bottom PLA Wafer Top PLA Wafer

Page 36: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Fabrication Facilities

http://www.promarkind.com/cnc%20machining.html

http://www.mech.uq.edu.au/ultracomp/composites/facilities/

http://www.avac.com/ovens.php

Page 37: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Prototype

Page 38: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Budget Item Qty Company Cost

Ibuprofen 1 g Sigma-Aldrich $53.81

115 kDa PLA 10 g SurModics $55.00

5.6 kDa PLGA 10 g SurModics $55.00

62 kDa PLGA 10 g SurModics $55.00

Shipping Costs 1 SurModics $30.81

Glassware 1 UMD Chm Store $37.63

Mold Machining 1 Physics Machine Shop $50.00

3 mm ball-end end mill 1 McMaster-Carr $70.51

Medical Adhesive 20 g McMaster-Carr $17.35

TOTAL: $425.11

Page 39: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Testing

Page 40: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Testing

In-vitro studies: 1.  Chip placed in orbital shaker,

37ºC @ 80rpm in 100mL flask PBS 7.4pH

2.  Samples tested via UV/Vis Spectroscopy every 8 hours

A = log10II0

!

"#

$

%&= εdc

http://en.wikipedia.org/wiki/Beer%E2%80%93Lambert_law

Beer-Lambert Law:

Page 41: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Results

Page 42: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

In Vitro Results Cumulative Mass Released

•  Near zero order release profile over seven days •  R-squared = 0.95 •  35% Released •  Total Release = 5.62 mg ibuprofen

Page 43: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Comparison to Gliadel Wafers Fraction Released

• In vitro release data for Gliadel Wafer reproduced from Domb et al. 1998

Page 44: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Comparison to Gliadel Wafers Cumulative Mass Released

• In vitro release data for Gliadel Wafer reproduced from Domb et al. 1998

Page 45: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Results vs. Simulations

Page 46: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Summary 1.  Design a completely biodegradable and implantable drug

delivery microchip device that can deliver 7 mg of active agent to patients over one week Ø Biodegradable, implantable, 5.5 mg of active agent to

patients over one week 2. Develop probabilistic and deterministic models to assist

our design and predict the release profile of a single hemispherical well Ø Developed probabilistic and deterministic models

3.  Obtain a "zero order" release profile up through at least 85% release with R-squared = 0.98 Ø Zero order 35% release with R-squared = 0.95

Page 47: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Path Forward •  Run the drug release to complete release •  Test additional microchips to obtain a

statistically relevant data •  Perform a control test •  Further development of our DDS o  Add caps to the wells o  Different types of drugs in each well o  Wells on both sides o  Optimizing well size

•  In vivo studies

Page 48: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Video

Page 49: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

Acknowledgements

Dr. Phaneuf Dr. Seog Dr. Al-Sheikhly Dr. Wuttig Dr. Devoe Barney Woodard

Page 50: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

References [1] West, Jennifer. "Drug Delivery: Pulsed Polymers." Nature Materials 2 (2003): 709-710. Print. [2] Dang, Wenbin, Todd Daviau, Peter Ying, Yong Zhao, David Nowotnik, Charles S. Clow, Betty Tyler, and Henry Brem. "Effects of

Gliadel Wafer Initial Molecular Weight on the Erosion of Wafer and Release of BCNU." Journal of Controlled Release 42.1 (1996): 83-92. Print.

[3] Okada, Hiroaki. "One- and three-month release injectable microspheres of the LH-RH superagonist leuprorelin acetate."Advanced Drug Delivery Reviews 28.1 (1997): 43-70. Print.

[4] Sabel, Michael, and Alf Giese. "Safety Profile of Carmustine Wafers in Malignant Glioma: A Review of Controlled Trials and a Decade of Clinical Experience." Current Medical Research and Opinion 24.11 (2008): 3239-257. Print.

[5] Ratner, Buddy D. Biomaterials Science: An Introduction to Materials in Medicine. Amsterdam [u.a.: Elsevier, Acad., 2011. [6] Fredenberg, Susanne, Marie Wahlgren, Mats Reslow, and Anders Axelsson. "The Mechanisms of Drug Release in Poly(lactic-co-

glycolic Acid)-based Drug Delivery Systems—A Review." International Journal of Pharmaceutics 415.1-2 (2011): 34-52.

[7] Narasimhan, Balaji, and Robert Langer. "Zero-order release of micro- and macromolecules from polymeric devices: the role of the burst effect." Journal of Controlled Release 47 (1997): 13-20. Print. [8] Sampath, P. & Brem, H. Implantable slow-release chemotherapeutic polymers for the treatment of malignant brain tumors. J. Moffitt

Cancer Center 5, 130–137 (1998). [9] Schwartzbaum, Judith A et al. “Epidemiology and molecular pathology of glioma.” Nature Clinical Practice Neurology 2.9 (2006):

494-503. Web. 13 Feb. 2012. [10] Healthwriterbob. "Improving Patient Compliance with Treatment Regimens by Using Novel Drug Delivery Systems." HubPages

Inc, 2012. Web. 06 Mar. 2012. <http://healthwriterbob.hubpages.com/hub/Improving-Patient-Compliance-With-Drugs-Regimens-By-Using-New-Drug-Delivery-Systems>.

[11] Siegel, Steven J., Jonathan B. Kahn, Kayla Metzger, Karen I. Winey, Kathryn Werner, and Nily Dan. "Effect of Drug Type on the Degradation Rate of PLGA Matrices."European Journal of Pharmaceutics and Biopharmaceutics 64.3 (2006): 287-93. Print.

[12] Hirenkumar K. Makadia and Steven J. Siegel. ”Poly Lactic-co-Glycolic Acid (PLGA) as Biodegradable Controlled Drug Delivery Carrier.” Polymers (2011): 3, 1377-1397. Print.

[13] Zolnik, Banu S., and Diane J. Burgess. "Effect of Acidic PH on PLGA Microsphere Degradation and Release." Journal of Controlled Release 122 (2007): 338-44. Print.

Page 51: Team 1 Final Presentation: "Zero-Order Implantable Drug Delivery

References cont. [14] Grayson, Amy C. Richards, Insung S. Choi, Betty M. Tyler, Paul P. Wang, Henry Brem, Michael J. Cima, and Robert Langer. "Multi-pulse Drug

Delivery from a Resorbable Polymeric Microchip Device." Nature Materials 2.11 (2003): 767-72. Print. [15] Grayson, A., M. Cima, and R. Langer. "Size and Temperature Effects on Poly(lactic--glycolic Acid) Degradation and Microreservoir Device

Performance." Biomaterials 26.14 (2005): 2137-145. Print. [16] Fritz, Bradley K., W. Cliff Hoffmann, and Phil Jack. "A Fluorescent Tracer Method for Evaluating Spray Transport and Fate of Field and Laboratory

Spray Applications."Journal of ASTM International 8.3 (2011). Print. [17] Klose, D., F. Siepmann, K. Elkharraz, and J. Siepmann. "PLGA-based Drug Delivery Systems: Importance of the Type of Drug and Device Geometry."

International Journal of Pharmaceutics 354.1-2 (2008): 95-103. Print. [18] Pang, Jianmei, Yuxia Luan, Feifei Li, Xiaoqing Cai, Jimin Du, and Zhonghao Li. "Ibuprofen-loaded Poly(lactic-co-glycolic Acid) Films for Controlled

Drug Release."International Journal of Nanomedicine 6 (2011): 659-65. Print. [19] Goodsell, David. "Serum Albumin." Molecule of the Month. Protein Data Bank, Jan. 2003. Web. 05 Mar. 2012. <http://www.rcsb.org/pdb/101/motm.do?

momID=37>. [20] Maria Laura Di Lorenzo, Mariacristina Cocca, Mario Malinconico. “Crystal polymorphism of poly(L-lactic acid) and its influence on thermal properties”

Thermochimica Acta Volume 522, Issues 1–2, 10 Aug. 2011. pg 110–117 [21] He, Jingtao, Chongli Zhong, and Jianguo Mi. "Modeling of Drug Release from Bioerodible Polymer Matrices." Drug Delivery 12.5 (2005): 251-59. [22] Porter, David A, Kenneth Edwin Easterling, and Mohamed Y Sherif. Phase Transformations in Metals and Alloys. Boca Raton, FL: Taylor &

Francis Group, 2009. Print. [23] Arifin, D., L. Lee, and C. Wang. "Mathematical Modeling and Simulation of Drug Release from Microspheres: Implications to Drug Delivery

Systems☆." Advanced Drug Delivery Reviews 58.12-13 (2006): 1274-325. [24] Fitzgerald, J. F., and Corrigan, O. I. 1993. Mechanisms governing drug release from poly α-hydroxy aliphatic esters, diltiazem base release from poly-

lactide-co-glycolide delivery systems. In Polymeric Delivery Systems, Prop- erties and Applications, ACS Symposium Series, 520, eds. M. A. El-Nokaly, D. M. Piatt, and B. A. Charpentier, 311–326. Washington DC: American Chemical Society.

[25] Ronald A. Siegel, Theoretical analysis of inward hemispheric release above and below drug solubility, Journal of Controlled Release, Volume 69, Issue 1, 3 October 2000, Pages 109-126, ISSN 0168-3659, 10.1016/S0168-3659(00)00292-3.

[26] Siepmann, Juergen, and Nicholas A. Peppas. "Higuchi Equation: Derivation, Applications, Use and Misuse." International Journal of Pharmaceutics 418.1 (2011): 6-12. Print.