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Bell TN, Kusi-Appiah AE, Tocci V, Lyu P, Zhu L, Zhu F, Van Winkle D, Cao H, Singh MS, Lenhert S. Scalable lipid droplet microarray fabrication, validation, and screening. PLoS One 2024; 19:e0304736. [PMID: 38968248 PMCID: PMC11226032 DOI: 10.1371/journal.pone.0304736] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2024] [Accepted: 05/16/2024] [Indexed: 07/07/2024] Open
Abstract
High throughput screening of small molecules and natural products is costly, requiring significant amounts of time, reagents, and operating space. Although microarrays have proven effective in the miniaturization of screening for certain biochemical assays, such as nucleic acid hybridization or antibody binding, they are not widely used for drug discovery in cell culture due to the need for cells to internalize lipophilic drug candidates. Lipid droplet microarrays are a promising solution to this problem as they are capable of delivering lipophilic drugs to cells at dosages comparable to solution delivery. However, the scalablility of the array fabrication, assay validation, and screening steps has limited the utility of this approach. Here we take several new steps to scale up the process for lipid droplet array fabrication, assay validation in cell culture, and drug screening. A nanointaglio printing process has been adapted for use with a printing press. The arrays are stabilized for immersion into aqueous solution using a vapor coating process. In addition to delivery of lipophilic compounds, we found that we are also able to encapsulate and deliver a water-soluble compound in this way. The arrays can be functionalized by extracellular matrix proteins such as collagen prior to cell culture as the mechanism for uptake is based on direct contact with the lipid delivery vehicles rather than diffusion of the drug out of the microarray spots. We demonstrate this method for delivery to 3 different cell types and the screening of 92 natural product extracts on a microarray covering an area of less than 0.1 cm2. The arrays are suitable for miniaturized screening, for instance in high biosafety level facilities where space is limited and for applications where cell numbers are limited, such as in functional precision medicine.
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Affiliation(s)
- Tracey N. Bell
- Department of Biological Science and Integrative NanoScience Institute, Florida State University, Tallahassee, Florida, United States of America
| | - Aubrey E. Kusi-Appiah
- Department of Biological Science and Integrative NanoScience Institute, Florida State University, Tallahassee, Florida, United States of America
| | - Vincent Tocci
- Department of Biological Science and Integrative NanoScience Institute, Florida State University, Tallahassee, Florida, United States of America
| | - Pengfei Lyu
- Department of Statistics, Florida State University, Tallahassee, Florida, United States of America
| | - Lei Zhu
- Department of Chemistry & Biochemistry, Florida State University, Tallahassee, Florida, United States of America
| | - Fanxiu Zhu
- Department of Biological Science, Florida State University, Tallahassee, Florida, United States of America
| | - David Van Winkle
- Department of Physics, Florida State University, Tallahassee, Florida, United States of America
| | - Hongyuan Cao
- Department of Statistics, Florida State University, Tallahassee, Florida, United States of America
| | - Mandip S. Singh
- College of Pharmacy and Pharmaceutical Science, Florida A&M University, Tallahassee, Florida, United States of America
| | - Steven Lenhert
- Department of Biological Science and Integrative NanoScience Institute, Florida State University, Tallahassee, Florida, United States of America
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Dou Y, Li W, Xia Y, Chen Z, Wu Z, Ge Y, Lin Z, Zhang M, Yang K, Yuan B, Kang Z. Photo-Voltage Transients for Real-Time Analysis of the Interactions between Molecules and Membranes. ACS APPLIED BIO MATERIALS 2020. [DOI: 10.1021/acsabm.0c01180] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Affiliation(s)
- Yujiang Dou
- College of Electronics and Information, Soochow University, Suzhou 215006, Jiangsu, China
- Suzhou Weimu Intelligent System Co. Ltd., Suzhou 215163, Jiangsu, China
| | - Wenwen Li
- Center for Soft Condensed Matter Physics and Interdisciplinary Research & School of Physical Science and Technology, Soochow University, Suzhou 215006, Jiangsu, China
| | - Yu Xia
- Center for Soft Condensed Matter Physics and Interdisciplinary Research & School of Physical Science and Technology, Soochow University, Suzhou 215006, Jiangsu, China
| | - Zhonglan Chen
- Center for Soft Condensed Matter Physics and Interdisciplinary Research & School of Physical Science and Technology, Soochow University, Suzhou 215006, Jiangsu, China
| | - Zhenyu Wu
- Institute of Functional Nano & Soft Materials (FUNSOM), Jiangsu Key Laboratory for Carbon-Based Functional Materials & Devices, Soochow University, Suzhou 215123, Jiangsu, China
| | - Yuke Ge
- Center for Soft Condensed Matter Physics and Interdisciplinary Research & School of Physical Science and Technology, Soochow University, Suzhou 215006, Jiangsu, China
| | - Zhao Lin
- Center for Soft Condensed Matter Physics and Interdisciplinary Research & School of Physical Science and Technology, Soochow University, Suzhou 215006, Jiangsu, China
| | - Mengling Zhang
- Institute of Functional Nano & Soft Materials (FUNSOM), Jiangsu Key Laboratory for Carbon-Based Functional Materials & Devices, Soochow University, Suzhou 215123, Jiangsu, China
| | - Kai Yang
- Center for Soft Condensed Matter Physics and Interdisciplinary Research & School of Physical Science and Technology, Soochow University, Suzhou 215006, Jiangsu, China
| | - Bing Yuan
- Center for Soft Condensed Matter Physics and Interdisciplinary Research & School of Physical Science and Technology, Soochow University, Suzhou 215006, Jiangsu, China
| | - Zhenhui Kang
- Institute of Functional Nano & Soft Materials (FUNSOM), Jiangsu Key Laboratory for Carbon-Based Functional Materials & Devices, Soochow University, Suzhou 215123, Jiangsu, China
- Institute of Advanced Materials, Northeast Normal University, 5268 Renmin Street, Changchun 130024, Jilin, China
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Poltorak L, Verheijden ML, Bosma D, Jonkheijm P, de Smet LC, Sudhölter EJ. Lipid bilayers cushioned with polyelectrolyte-based films on doped silicon surfaces. BIOCHIMICA ET BIOPHYSICA ACTA-BIOMEMBRANES 2018; 1860:2669-2680. [DOI: 10.1016/j.bbamem.2018.09.018] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/23/2018] [Accepted: 09/26/2018] [Indexed: 10/28/2022]
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Sakaguchi N, Kimura Y, Hirano-Iwata A, Ogino T. Fabrication of Au-Nanoparticle-Embedded Lipid Bilayer Membranes Supported on Solid Substrates. J Phys Chem B 2017; 121:4474-4481. [PMID: 28414450 DOI: 10.1021/acs.jpcb.7b00500] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
We fabricated gold nanoparticle (Au-NP)-embedded supported lipid bilayers (SLBs) by two methods. In the vesicle-vesicle fusion method, vesicles with hydrophobized Au-NPs are ruptured and fused on SiO2/Si substrates. In the vesicle-membrane fusion method, SLBs without Au-NPs were preformed on the substrate and then vesicles with Au-NPs were fused into the preformed membranes. In the former method, Au-NP incorporation into the SLBs was observed as an increase in the membrane thickness in atomic force microscopy (AFM) images and directly observed by transmission electron microscopy. In the latter method, fusion of vesicles into the preformed membranes was confirmed by the fluorescent color change in the preformed membranes, and Au-NP incorporation was also confirmed by an increase in the membrane thickness in the AFM images. Key techniques for the successful vesicle-membrane fusion are hydrophobization of Au-NPs, approach control of vesicles by mixing the charged lipids, and destabilization of the lipid bilayers by adding lipids with a small polar headgroup.
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Affiliation(s)
- Naotoshi Sakaguchi
- Yokohama National University , 79-1, Tokiwadai, Hodogaya, Yokohama 240-8501, Japan
| | - Yasuo Kimura
- Tokyo University of Technology , 1404-1, Katakura, Hachioji, Tokyo 192-0982, Japan
| | | | - Toshio Ogino
- Yokohama National University , 79-1, Tokiwadai, Hodogaya, Yokohama 240-8501, Japan
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Limem S, Calvert P. Diffusion properties of inkjet printed ionic self-assembling polyelectrolyte hydrogels. J Mater Chem B 2015; 3:4569-4576. [PMID: 26417449 PMCID: PMC4582597 DOI: 10.1039/c5tb00503e] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
In the present work, Crank's model was used to characterize solute transport in inkjet printed polyelectrolyte gels. The diffusion of a small charged molecule (fluorescein), various size linear uncharged molecules (dextrans), and a globular protein (albumin) in printed PSS-PDDA with near stoichiometric composition happened respectively at about 10-8, 10-9, and 10-10 cm2/sec. Polyelectrolyte complexes printed with non-stoichiometric ratios were found to be non-equilibrium structures consisting of three populations of polymer chains: fully complexed chains, chains in partial electrostatic interaction with the complex, and chains in excess having minimal interaction with the complex. This structure may be multiple phases. The applicability of hydrodynamic and free volume models to describe transport in printed polyelectrolyte gels was discussed.
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Affiliation(s)
- Skander Limem
- Department of Bioengineering, University of Massachusetts Dartmouth, North Dartmouth, MA - USA
| | - Paul Calvert
- Department of Chemical Engineering, New Mexico Tech, Socorro, NM - USA. Tel: 575.835.5210;
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6
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Rifici S, Corsaro C, Crupi C, Nibali VC, Branca C, D'Angelo G, Wanderlingh U. Lipid diffusion in alcoholic environment. J Phys Chem B 2014; 118:9349-55. [PMID: 25036819 DOI: 10.1021/jp504218v] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
We have studied the effects of a high concentration of butanol and octanol on the phase behavior and on the lateral mobility of 1,2-palmitoyl-sn-glycero-3-phosphocholine (DPPC) by means of differential scanning calorimetry and pulsed-gradient stimulated-echo (PGSTE) NMR spectroscopy. A lowering of the lipid transition from the gel to the liquid-crystalline state for the membrane-alcohol systems has been observed. NMR measurements reveal three distinct diffusions in the DPPC-alcohol systems, characterized by a high, intermediate, and slow diffusivity, ascribed to the water, the alcohol, and the lipid, respectively. The lipid diffusion process is promoted in the liquid phase while it is hindered in the interdigitated phase due to the presence of alcohols. Furthermore, in the interdigitated phase, lipid lateral diffusion coefficients show a slight temperature dependence. To the best of our knowledge, this is the first time that lateral diffusion coefficients on alcohol with so a long chain, and at low temperatures, are reported. By the Arrhenius plots of the temperature dependence of the diffusion coefficients, we have evaluated the apparent activation energy in both the liquid and in the interdigitated phase. The presence of alcohol increases this value in both phases. An explanation in terms of a free volume model that takes into account also for energy factors is proposed.
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Affiliation(s)
- Simona Rifici
- Dipartimento di Fisica e Scienze della Terra, Università degli Studi di Messina , Messina, Italy
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Andersson Trojer M, Li Y, Wallin M, Holmberg K, Nydén M. Charged microcapsules for controlled release of hydrophobic actives Part II: Surface modification by LbL adsorption and lipid bilayer formation on properly anchored dispersant layers. J Colloid Interface Sci 2013; 409:8-17. [DOI: 10.1016/j.jcis.2013.06.070] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2013] [Revised: 06/25/2013] [Accepted: 06/26/2013] [Indexed: 10/26/2022]
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8
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Wende C, Schönhoff M. Dynamics of water in polyelectrolyte multilayers: restricted diffusion and cross-relaxation. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2010; 26:8352-8357. [PMID: 20143885 DOI: 10.1021/la904763j] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
The diffusion properties of water in polyelectrolyte multilayers (PEM) are investigated by pulsed field gradient diffusion NMR. The dependence of the mean-square displacement on the observation time does not agree to Gaussian diffusion, suggesting restricted diffusion in a porous structure. However, the extraction of a pore size in a model of restricted diffusion yields a very large pore size of several micrometers. The additional influence of cross-relaxation of water and polymer spins is investigated in Goldman-Shen experiments. These demonstrate a strong influence of cross-relaxation rates on diffusion echo decays, such that pore sizes obtained from the model of restricted diffusion have to be corrected. Corrected pore sizes are about 4 microm and reflect the existence of domains of lower polymer density and thus faster water diffusion. These heterogeneities occur upon PEM preparation at high salt content for large layer numbers and are detected in the surface morphology, too.
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Affiliation(s)
- Christina Wende
- Institut für Physikalische Chemie, Westfälische Wilhelms-Universität Münster, Corrensstr. 28/30, D-48147 Münster, Germany
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Canale C, Jacono M, Diaspro A, Dante S. Force spectroscopy as a tool to investigate the properties of supported lipid membranes. Microsc Res Tech 2010; 73:965-72. [DOI: 10.1002/jemt.20834] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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10
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Hommel H. Developments of the spin labelling study of polymers at interfaces. Adv Colloid Interface Sci 2008; 141:1-23. [PMID: 18353269 DOI: 10.1016/j.cis.2008.02.001] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2007] [Revised: 01/31/2008] [Accepted: 02/03/2008] [Indexed: 11/16/2022]
Abstract
The spin labelling method has been used in a large variety of situations, in the broad field of polymers at solid interfaces. The relevance of the method is confirmed on linear neutral chains of poly (ethylene oxide) (PEO) in well defined situations and compared with the simple theoretical calculations of a mean field theory or some scaling arguments. Both theories have their own strengths and weaknesses. Then the fact, that polymers at solid liquid interfaces are three components systems, is considered and successively the effect of varying the polymer architecture, the solid surface and the solvent is studied. In all these cases specific results are obtained by Electron Paramagnetic Resonance (EPR) showing the usefulness and the versatility of the method.
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Wang L, Chen X, Sun Z, Chai Y, Hao J, Pei M. Dopant-Mediated Interactions in a Lecithin Lamellar Phase. J DISPER SCI TECHNOL 2008. [DOI: 10.1080/01932690701808668] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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12
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Schönhoff M, Ball V, Bausch AR, Dejugnat C, Delorme N, Glinel K, Klitzing RV, Steitz R. Hydration and internal properties of polyelectrolyte multilayers. Colloids Surf A Physicochem Eng Asp 2007. [DOI: 10.1016/j.colsurfa.2007.02.054] [Citation(s) in RCA: 157] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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13
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Ramos L, Schönhoff M, Luan Y, Möhwald H, Brezesinski G. Electrostatic interactions between polyelectrolyte and amphiphiles in two- and three-dimensional systems. Colloids Surf A Physicochem Eng Asp 2007. [DOI: 10.1016/j.colsurfa.2007.03.010] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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14
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Pericet-Camara R, Papastavrou G, Behrens SH, Helm CA, Borkovec M. Interaction forces and molecular adhesion between pre-adsorbed poly(ethylene imine) layers. J Colloid Interface Sci 2006; 296:496-506. [PMID: 16243345 DOI: 10.1016/j.jcis.2005.09.033] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2005] [Revised: 09/04/2005] [Accepted: 09/15/2005] [Indexed: 11/25/2022]
Abstract
Interaction forces between pre-adsorbed layers of branched poly(ethylene imine) (PEI) of different molecular mass were studied with the colloidal probe technique, which is based on atomic force microscopy (AFM). During approach, the long-ranged forces between the surfaces are repulsive due to overlap of diffuse layers down to distances of a few nanometers, whereby regulation of the surface charge is observed. The ionic strength dependence of the observed diffuse layer potentials can be rationalized with a surface charge of 2.3 mC/m2. The forces remain repulsive down to contact, likely due to electro-steric interactions between the PEI layers. These electro-steric forces have a range of a few nanometers and appear to be superposed to the force originating from the overlap of diffuse layers. During retraction of the surfaces, erratic attractive forces are observed due to molecular adhesion events (i.e., bridging adhesion). The frequency of the molecular adhesion events increases with increasing the ionic strength. The force response of the PEI segments is dominated by rubber-like extension profiles. Strong adhesion forces are observed for low molecular mass PEI at short distances directly after separation, while for high molecular mass weaker adhesion forces at larger distances are more common. The work of adhesion was estimated by integrating the retraction force profiles, and it was found to increase with the ionic strength.
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Affiliation(s)
- Ramon Pericet-Camara
- Laboratory of Colloid and Surface Chemistry, Department of Inorganic, Analytical, and Applied Chemistry, University of Geneva, Sciences II, 30 Quai Ernest Ansermet, 1211 Geneva 4, Switzerland
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15
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Safouane M, Miller R, Möhwald H. Surface viscoelastic properties of floating polyelectrolyte multilayers films: A capillary wave study. J Colloid Interface Sci 2005; 292:86-92. [PMID: 16055144 DOI: 10.1016/j.jcis.2005.05.061] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2005] [Revised: 05/18/2005] [Accepted: 05/21/2005] [Indexed: 11/24/2022]
Abstract
A capillary wave technique was used to study the viscoelastic properties of floating polyelectrolyte multilayers of (PSS/PAH)(n) at the air-water interface. Oppositely charged polyelectrolyte layers were adsorbed onto two different Langmuir monolayers, either the lipid dimethyldioctadecylammonium bromide (DODAB) or the block copolymer poly(styrene-b-sodium acrylate) (PS-b-PAA). The results allow to propose a schematic representation of the multilayers in three zones: Zone I as a precursor, representing the adhesion between the Langmuir monolayer and the bulk polyelectrolyte multilayer. Zone II forms a bulk or core zone of the multilayer. Zone III as an outer zone in direct contact with the aqueous phase. The results show an increase of the elasticity after the formation of four polyelectrolyte layers accompanied by an apparent negative viscosity. This behaviour was interpreted as a translation of elasticity dominance from zone I to zone II. The Young modulus of seven layers was in the same order of magnitude as observed for planar polyelectrolyte multilayer films.
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Affiliation(s)
- M Safouane
- Max Planck Institute of Colloids and Interfaces, D-14476 Potsdam, Germany.
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Murphy MR, Faucher KM, Sun XL, Chaikof EL, Dluhy RA. Analysis of photoinitiated polymerization in a membrane mimetic film using infrared spectroscopy and near-IR Raman microscopy. Colloids Surf B Biointerfaces 2005; 46:226-32. [PMID: 16343863 DOI: 10.1016/j.colsurfb.2005.11.011] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2005] [Revised: 11/09/2005] [Accepted: 11/09/2005] [Indexed: 11/17/2022]
Abstract
A method has been developed to investigate the extent of polymer cross-linking that results following in situ photopolymerization of an acrylate-functionalized phospholipid assembly adsorbed onto a stabilized, membrane-mimetic film produced from a polyelectrolyte multilayer (PEM) on polytetrafluoroethylene (PTFE) grafts. The acrylate phospholipid monomer was synthesized, prepared as a unilamellar vesicle, and fused onto closed-packed acyl chains that make up the PEM membrane-mimetic barrier on the PTFE graft. Both broad band white light and 514.5 nm laser radiation were used as excitation sources for photoinitiation; eosin Y was used as the photoinitiator. The use of 514.5 nm excitation reduced the time for maximum polymerization of the acrylate lipid from 60 min to 240 s. Infrared spectroscopy was successfully used to analyze the extent of photopolymerization in simplified model acrylate lipid systems; however, this method could not be used to analyze acrylate polymerization in heterogeneous, multicomponent PEM membrane-mimetic barriers on PTFE grafts. A near-infrared Raman microscopy method based on the ratio of the integrated areas of the CC and CN vibrations was shown to provide equivalent information to the IR method for analysis of the extent of polymerization efficiency in acrylate lipids. In addition, it proved feasible to extend this near-IR Raman method to the in situ analysis of the extent of polymerization in a stabilized acrylate lipid membrane on a PEM film in a PTFE vascular graft. This work describes a new approach for generating and analyzing the robustness of a membrane-mimetic coating on biomaterial surfaces, and may improve our ability to predict the long-term stability of polymeric membrane-mimetic films on implantable medical devices.
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Affiliation(s)
- Michael R Murphy
- University of Georgia, Department of Chemistry, Athens, 30602, USA
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