27 results on '"Corey J. Bishop"'
Search Results
2. An ultraviolet‐curable, core–shell vaccine formed via phase separation
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Shreedevi Arun Kumar, Corey J. Bishop, Taylor Hinsdale, Jihui Lee, Kristen C. Maitland, and Whitney N. Souery
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Materials science ,Ultraviolet Rays ,Polyesters ,0206 medical engineering ,Kinetics ,Biomedical Engineering ,Human immunodeficiency virus (HIV) ,02 engineering and technology ,HIV Envelope Protein gp120 ,medicine.disease_cause ,Time-Lapse Imaging ,Biomaterials ,Core shell ,medicine ,Particle Size ,Curing (chemistry) ,Vaccines ,Aqueous solution ,Temperature ,Metals and Alloys ,Humidity ,Hydrogels ,Vaccine delivery ,021001 nanoscience & nanotechnology ,020601 biomedical engineering ,Molecular Weight ,Freeze Drying ,Chemical engineering ,Carboxymethylcellulose Sodium ,Ceramics and Composites ,UV curing ,Nanoparticles ,Emulsions ,Chlorine ,0210 nano-technology ,Ultraviolet - Abstract
One of the central challenges in the field of vaccine delivery is to develop a delivery method that maintains antigen stability while also enabling control over the system's release kinetics. Addressing these challenges would not only allow for expanded access to vaccines worldwide but would also help significantly reduce mortality rates in developing countries. In this article, we report the development of single-injection vaccine depots for achieving novel delayed burst release. Synthesized poly(ε-caprolactone) and poly(ε-caprolactone) triacrylate were used to form stationary bubbles within an aqueous solution of 10% carboxymethylcellulose. These polymeric bubbles (referred to as "polybubbles") can then be injected with an aqueous solution of cargo, resulting in the formation of a polymeric shell. The puncture resulting from cargo injection self-heals prior to ultraviolet (UV) curing. UV curing and lyophilization were shown to enhance the stability of the polybubbles. BSA- CF 488 and HIV1 gp120/41 were used as the antigen in the study as a proof-of-concept. Further endeavors to automate the production of polybubbles are underway.
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- 2019
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3. Controlling and quantifying the stability of amino acid-based cargo within polymeric delivery systems
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David Mitchell Moore, Shreedevi Arun Kumar, Corey J. Bishop, Jacob Good, Daniel Prasca-Chamorro, and Whitney N. Souery
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chemistry.chemical_classification ,0303 health sciences ,Polymers ,Computer science ,Stability (learning theory) ,Pharmaceutical Science ,Peptide ,02 engineering and technology ,Hydrogen-Ion Concentration ,021001 nanoscience & nanotechnology ,Amino acid ,Excipients ,03 medical and health sciences ,Drug Delivery Systems ,Drug Stability ,chemistry ,Polymeric drug ,Thermal instability ,Biochemical engineering ,Amino Acids ,0210 nano-technology ,030304 developmental biology - Abstract
In recent years, the rapid growth and availability of protein and peptide therapeutics has not only expanded the boundaries of modern science but has also revolutionized the practice of medicine today. The potential of such therapies, however, is greatly limited by the innate instabilities of proteins and peptides, which is further magnified during therapeutic formulation processing, transport, storage, and administration. In this paper, we will consider the unique stability challenges associated with protein/peptide polymeric delivery systems from an engineering approach oriented towards the quantification and modification of amino acid-based cargo stability. While a number of methods have been developed for the purposes of quantifying factors affecting protein and peptide stability, current measurement techniques remain largely limited in scope in regard to polymeric drug delivery systems. This paper will primarily describe the influence of water content, pH, and temperature on protein and peptide stability within polymer-based delivery systems. Moreover, we will review current instrumentation used to quantify factors affecting protein/peptide stability with respect to water content, pH, and temperature. Lastly, we will outline several recommendations to help guide future research efforts to develop methods more specific to quantifying protein/peptide stability within polymer-based delivery systems.
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- 2019
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4. Production of Near-Infrared Sensitive, Core-Shell Vaccine Delivery Platform
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Jihui Lee, Shreedevi Arun Kumar, and Corey J. Bishop
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chemistry.chemical_classification ,Drug Carriers ,Vaccines ,Aqueous solution ,Materials science ,Nanotubes ,General Immunology and Microbiology ,Infrared Rays ,Organic solvent ,Polyesters ,General Chemical Engineering ,General Neuroscience ,Chlorinated solvent ,Nanotechnology ,Vaccine delivery ,Polymer ,General Biochemistry, Genetics and Molecular Biology ,Core shell ,chemistry ,Vaccination coverage ,Gold ,Spherical shape - Abstract
Vaccine delivery strategies that can limit the exposure of cargo to organic solvent while enabling novel release profiles are crucial for improving immunization coverage worldwide. Here, a novel injectable, ultraviolet- curable and delayed burst release- enabling vaccine delivery platform called polybubbles is introduced. Cargo was injected into polyester-based polybubbles that were formed in 10% carboxymethycellulose -based aqueous solution. This paper includes protocols to maintain spherical shape of the polybubbles and optimize cargo placement and retention to maximize the amount of cargo within the polybubbles. To ensure safety, chlorinated solvent content within the polybubbles were analyzed using neutron activation analysis. Release studies were conducted with small molecules as cargo within the polybubble to confirm delayed burst release. To further show the potential for on-demand delivery of the cargo, gold nanorods were mixed within the polymer shell to enable near-infrared laser activation.
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- 2020
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5. Engineering DNA vaccines against infectious diseases
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Corey J. Bishop, Shreedevi Arun Kumar, Jihui Lee, and Yong Yu Jhan
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DNA vaccine ,0301 basic medicine ,Biomedical Engineering ,Computational biology ,Communicable Diseases ,Biochemistry ,Article ,law.invention ,DNA vaccination ,Biomaterials ,03 medical and health sciences ,chemistry.chemical_compound ,Plasmid ,Adjuvants, Immunologic ,law ,Vaccines, DNA ,Animals ,Humans ,Medicine ,Subunit vaccines ,Immune response ,Molecular Biology ,ComputingMethodologies_COMPUTERGRAPHICS ,Animal use ,Antigen Presentation ,Infectious disease ,business.industry ,Immune protection ,General Medicine ,030104 developmental biology ,chemistry ,Infectious disease (medical specialty) ,Vaccines, Subunit ,Recombinant DNA ,Genetic Engineering ,business ,Vaccine ,DNA ,Plasmids ,Biotechnology - Abstract
Graphical abstract, Engineering vaccine-based therapeutics for infectious diseases is highly challenging, as trial formulations are often found to be nonspecific, ineffective, thermally or hydrolytically unstable, and/or toxic. Vaccines have greatly improved the therapeutic landscape for treating infectious diseases and have significantly reduced the threat by therapeutic and preventative approaches. Furthermore, the advent of recombinant technologies has greatly facilitated growth within the vaccine realm by mitigating risks such as virulence reversion despite making the production processes more cumbersome. In addition, seroconversion can also be enhanced by recombinant technology through kinetic and nonkinetic approaches, which are discussed herein. Recombinant technologies have greatly improved both amino acid-based vaccines and DNA-based vaccines. A plateau of interest has been reached between 2001 and 2010 for the scientific community with regard to DNA vaccine endeavors. The decrease in interest may likely be attributed to difficulties in improving immunogenic properties associated with DNA vaccines, although there has been research demonstrating improvement and optimization to this end. Despite improvement, to the extent of our knowledge, there are currently no regulatory body-approved DNA vaccines for human use (four vaccines approved for animal use). This article discusses engineering DNA vaccines against infectious diseases while discussing advantages and disadvantages of each, with an emphasis on applications of these DNA vaccines. Statement of Significance This review paper summarizes the state of the engineered/recombinant DNA vaccine field, with a scope entailing “Engineering DNA vaccines against infectious diseases”. We endeavor to emphasize recent advances, recapitulating the current state of the field. In addition to discussing DNA therapeutics that have already been clinically translated, this review also examines current research developments, and the challenges thwarting further progression. Our review covers: recombinant DNA-based subunit vaccines; internalization and processing; enhancing immune protection via adjuvants; manufacturing and engineering DNA; the safety, stability and delivery of DNA vaccines or plasmids; controlling gene expression using plasmid engineering and gene circuits; overcoming immunogenic issues; and commercial successes. We hope that this review will inspire further research in DNA vaccine development.
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- 2018
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6. Entanglement-Based Thermoplastic Shape Memory Polymeric Particles with Photothermal Actuation for Biomedical Applications
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Daphne E. Schlesinger, David R. Wilson, Qiongyu Guo, Corey J. Bishop, Jennifer H. Elisseeff, Jordan J. Green, Lauren R. Olasov, James B. Spicer, Randall A. Meyer, and Patrick T. Mather
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Thermoplastic ,Materials science ,Polymers ,Metal Nanoparticles ,Nanoparticle ,02 engineering and technology ,010402 general chemistry ,01 natural sciences ,Article ,General Materials Science ,Lactic Acid ,Anisotropy ,chemistry.chemical_classification ,business.industry ,Temperature ,Polymer ,Shape-memory alloy ,Photothermal therapy ,Atmospheric temperature range ,021001 nanoscience & nanotechnology ,0104 chemical sciences ,chemistry ,Colloidal gold ,Optoelectronics ,Gold ,0210 nano-technology ,business - Abstract
Triggering shape memory functionality under clinical hyperthermia temperatures could enable the control and actuation of shape memory systems in clinical practice. For this purpose, we developed light-inducible shape memory microparticles composed of a poly (D,L-lactic acid) (PDLLA) matrix encapsulating gold nanoparticles (Au@PDLLA hybrid microparticles). This shape memory polymeric system for the first time demonstrates the capability of maintaining an anisotropic shape at body temperature with triggered shape memory effect back to a spherical shape at a narrow temperature range above body temperature with a proper shape recovery speed (37 °C < T < 45 °C). We applied a modified film-stretching processing method with carefully controlled stretching temperature to enable shape memory and anisotropy in these micron-sized particles. Accordingly, we achieved purely entanglement-based shape memory response without chemical crosslinks in the miniaturized shape memory system. Furthermore, these shape memory microparticles exhibited light-induced spatiotemporal control of their shape recovery using a laser to trigger photothermal heating of doped gold nanoparticles. This shape memory system is composed of biocompatible components and exhibits spatiotemporal controllability of its properties, demonstrating potential for various biomedical applications, such as tuning macrophage phagocytosis as demonstrated in this study.
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- 2018
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7. Engineered extracellular vesicles with synthetic lipids via membrane fusion to establish efficient gene delivery
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Shreedevi Arun Kumar, David Mitchell Moore, Guillermo Palou Zuniga, Corey J. Bishop, Daniel Prasca-Chamorro, Yong Yu Jhan, and Akhilesh K. Gaharwar
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Lung Neoplasms ,Pharmaceutical Science ,02 engineering and technology ,Gene delivery ,030226 pharmacology & pharmacy ,Membrane Fusion ,Cell Line ,03 medical and health sciences ,chemistry.chemical_compound ,Extracellular Vesicles ,Mice ,0302 clinical medicine ,Animals ,Humans ,Secretion ,Gene Silencing ,RNA, Small Interfering ,POPC ,Chemistry ,Electroporation ,Vesicle ,Gene Transfer Techniques ,Extracellular vesicle ,3T3 Cells ,021001 nanoscience & nanotechnology ,Lipids ,Lipofectamine ,A549 Cells ,Drug delivery ,Biophysics ,0210 nano-technology - Abstract
The low yield of extracellular vesicle (EV) secretion is a major obstacle for mass production and limits their potential for clinical applications as a drug delivery platform. Here, we mass produced engineered extracellular vesicles (eEVs) by fusing the surface composition of EVs with lipid-based materials via a membrane extrusion technique. A library of lipids (DOTAP, POPC, DPPC and POPG) was fused with EVs to form a hybrid-lipid membrane structure. Uniform lamellar vesicles with a controlled size around 100 nm were obtained in this study. Particle number characterization revealed this extrusion method allowed a 6- to 43-fold increase in numbers of vesicles post- isolation. Further, exogenous siRNA was successfully loaded into engineered vesicles with ~ 15% – 20% encapsulation efficiency using electroporation technique. These engineered extracellular vesicles sustained a 14-fold higher cellular uptake to lung cancer cells (A549) and achieved an effective gene silencing effect comparable to commercial Lipofectamine RNAiMax. Our results demonstrate the surface composition and functionality of EVs can be tuned by extrusion with lipids and suggest the engineered vesicles can be a potential substitute as gene delivery carriers while being able to be mass produced to a greater degree with retained targeting capabilities of EVs.
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- 2019
8. Nanoengineered Light‐Activatable Polybubbles for On‐Demand Therapeutic Delivery
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Dongin Kim, Jacob Good, Kaivalya A. Deo, Yong Yu Jhan, Corey J. Bishop, David Hendrix, Akhilesh K. Gaharwar, Shreedevi Arun Kumar, and Eunsoo Yoo
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Materials science ,02 engineering and technology ,Vaccine delivery ,Full Papers ,Pharmacology ,010402 general chemistry ,021001 nanoscience & nanotechnology ,Condensed Matter Physics ,01 natural sciences ,Small molecule ,In vitro ,0104 chemical sciences ,Electronic, Optical and Magnetic Materials ,Biomaterials ,Antigen ,In vivo ,On demand ,Electrochemistry ,0210 nano-technology ,Patient compliance ,Ex vivo - Abstract
Vaccine coverage is severely limited in developing countries due to inefficient protection of vaccine functionality as well as lack of patient compliance to receive the additional booster doses. Thus, there is an urgent need to design a thermostable vaccine delivery platform that also enables release of the bolus after predetermined time. Here, the formation of injectable and light-activatable polybubbles for vaccine delivery is reported. In vitro studies show that polybubbles enable delayed burst release, irrespective of cargo types, namely small molecule and antigen. The extracorporeal activation of polybubbles is achieved by incorporating near-infrared (NIR)-sensitive gold nanorods (AuNRs). Interestingly, light-activatable polybubbles can be used for on-demand burst release of cargo. In vitro, ex vivo, and in vivo studies demonstrate successful activation of AuNR-loaded polybubbles. Overall, the light-activatable polybubble technology can be used for on-demand delivery of various therapeutics including small molecule drugs, immunologically relevant protein, peptide antigens, and nucleic acids.
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- 2020
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9. Exploring the role of polymer structure on intracellular nucleic acid delivery via polymeric nanoparticles
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Corey J. Bishop, Kristen L. Kozielski, and Jordan J. Green
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Cell Nucleus ,chemistry.chemical_classification ,Molecular Structure ,Polymers ,Gene Transfer Techniques ,Pharmaceutical Science ,RNA ,Biological Transport ,Nanotechnology ,Endosomes ,Polymer ,Gene delivery ,Polymeric nanoparticles ,Article ,chemistry.chemical_compound ,chemistry ,Nucleic Acids ,Nucleic acid ,Humans ,Nanoparticles ,Nanomedicine ,Intracellular ,DNA - Abstract
Intracellular nucleic acid delivery has the potential to treat many genetically-based diseases, however, gene delivery safety and efficacy remains a challenging obstacle. One promising approach is the use of polymers to form polymeric nanoparticles with nucleic acids that have led to exciting advances in non-viral gene delivery. Understanding the successes and failures of gene delivery polymers and structures is the key to engineering optimal polymers for gene delivery in the future. This article discusses the polymer structural features that enable effective intracellular delivery of DNA and RNA, including protection of nucleic acid cargo, cellular uptake, endosomal escape, vector unpacking, and delivery to the intracellular site of activity. The chemical properties that aid in each step of intracellular nucleic acid delivery are described and specific structures of note are highlighted. Understanding the chemical design parameters of polymeric nucleic acid delivery nanoparticles is important to achieving the goal of safe and effective non-viral genetic nanomedicine.
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- 2015
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10. Layer-by-layer inorganic/polymeric nanoparticles for kinetically controlled multigene delivery
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Richard J. Murdock, Corey J. Bishop, David S. Lee, Allen L. Liu, and Jordan J. Green
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Materials science ,Genetic enhancement ,Layer by layer ,Metals and Alloys ,Biomedical Engineering ,Nanotechnology ,02 engineering and technology ,Transfection ,Gene delivery ,Cell fate determination ,010402 general chemistry ,021001 nanoscience & nanotechnology ,01 natural sciences ,0104 chemical sciences ,Cell biology ,Biomaterials ,Plasmid ,Ceramics and Composites ,Exogenous DNA ,0210 nano-technology ,Gene - Abstract
Nonviral gene delivery methods represent a potential safe and effective approach for treating myriad diseases. For many gene therapy applications, delivering multiple exogenous genes and controlling the time profile that these genes are expressed would be advantageous. Polymeric nonviral gene carriers are versatile and can be readily tailored for particular therapeutic applications, have the ability to carry multiple large genes within each particle, and can be more easily manufactured than viruses used for gene delivery. A layer-by-layer (LbL) theranostic-enabling nanoparticle was developed to incorporate two plasmid types which have differing expression time profiles. Temporally controlling the expression of exogenous DNA enables superior control over the microenvironment and could lead to better control over differentiation pathways and cell fate. © 2015 Wiley Periodicals, Inc. J Biomed Mater Res Part A: 104A: 707-713, 2016.
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- 2015
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11. Gene delivery polymer structure–function relationships elucidated via principal component analysis
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Jordan J. Green, T. Guiriba, B. Abubaker-Sharif, Corey J. Bishop, and Stephany Y. Tzeng
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Polymers ,Stereochemistry ,Cell ,Biocompatible Materials ,Gene delivery ,Transfection ,Article ,Catalysis ,Cell Line, Tumor ,Materials Chemistry ,medicine ,Humans ,chemistry.chemical_classification ,Principal Component Analysis ,Chemistry ,Structure function ,Gene Transfer Techniques ,Metals and Alloys ,DNA ,General Chemistry ,Polymer ,Biocompatible material ,medicine.disease ,Surfaces, Coatings and Films ,Electronic, Optical and Magnetic Materials ,medicine.anatomical_structure ,Principal component analysis ,Ceramics and Composites ,Biophysics ,Glioblastoma - Abstract
Principal component analysis was applied to a biomaterial library of poly(beta-amino ester)s, useful for non-viral gene delivery, to elucidate chemical parameters that drive biological function. Correlative relationships and principal components were analyzed between 24 physico-chemical polymer properties and 3 cell-based functional variables in human glioblastoma cells (transfection, uptake, and viability).
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- 2015
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12. Therapeutics incorporating blood constituents
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Katie Oswalt, Phapanin Charoenphol, and Corey J. Bishop
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0301 basic medicine ,medicine.medical_specialty ,Blood transfusion ,medicine.medical_treatment ,Biomedical Engineering ,Cell- and Tissue-Based Therapy ,02 engineering and technology ,Cellular level ,Biochemistry ,Biomaterials ,Blood cell ,03 medical and health sciences ,Broad spectrum ,Biomimetic Materials ,Blood Substitutes ,medicine ,Animals ,Humans ,Intensive care medicine ,Molecular Biology ,business.industry ,General Medicine ,021001 nanoscience & nanotechnology ,Review article ,030104 developmental biology ,medicine.anatomical_structure ,Drug delivery ,0210 nano-technology ,business ,Biotechnology - Abstract
Blood deficiency and dysfunctionality can result in adverse events, which can primarily be treated by transfusion of blood or the re-introduction of properly functioning sub-components. Blood constituents can be engineered on the sub-cellular (i.e., DNA recombinant technology) and cellular level (i.e., cellular hitchhiking for drug delivery) for supplementing and enhancing therapeutic efficacy, in addition to rectifying dysfunctioning mechanisms (i.e., clotting). Herein, we report the progress of blood-based therapeutics, with an emphasis on recent applications of blood transfusion, blood cell-based therapies and biomimetic carriers. Clinically translated technologies and commercial products of blood-based therapeutics are subsequently highlighted and perspectives on challenges and future prospects are discussed. Statement of significance Blood-based therapeutics is a burgeoning field and has advanced considerably in recent years. Blood and its constituents, with and without modification (i.e., combinatorial), have been utilized in a broad spectrum of pre-clinical and clinically-translated treatments. This review article summarizes the most up-to-date progress of blood-based therapeutics in the following contexts: synthetic blood substitutes, acellular/non-recombinant therapies, cell-based therapies, and therapeutic sub-components. The article subsequently discusses clinically-translated technologies and future prospects thereof.
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- 2017
13. Clinically advancing and promising polymer-based therapeutics
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Corey J. Bishop and Whitney N. Souery
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0301 basic medicine ,medicine.medical_specialty ,Polymers ,Biomedical Engineering ,02 engineering and technology ,Biochemistry ,Patient care ,Biomaterials ,03 medical and health sciences ,Drug Delivery Systems ,Neoplasms ,Medicine ,Animals ,Humans ,Intensive care medicine ,Molecular Biology ,business.industry ,General Medicine ,021001 nanoscience & nanotechnology ,Review article ,Clinical trial ,030104 developmental biology ,Organ Specificity ,0210 nano-technology ,business ,Biotechnology - Abstract
In this review article, we will examine the history of polymers and their evolution from provisional World War II materials to medical therapeutics. To provide a comprehensive look at the current state of polymer-based therapeutics, we will classify technologies according to targeted areas of interest, including central nervous system-based and intraocular-, gastrointestinal-, cardiovascular-, dermal-, reproductive-, skeletal-, and neoplastic-based systems. Within each of these areas, we will consider several examples of novel, clinically available polymer-based therapeutics; in addition, this review will also include a discussion of developing therapies, ranging from the in vivo to clinical trial stage, for each targeted area of treatment. Finally, we will emphasize areas of patient care in need of more effective, accessible, and targeted treatment approaches where polymer-based therapeutics may offer potential solutions.
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- 2017
14. The capsule drug device: Novel approach for drug delivery to the eye
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Balamurali K. Ambati, Burr Randon Michael, Jacquelyn M. Simonis, Bruce K. Gale, Corey J. Bishop, Sarah A. Molokhia, and Himanshu J. Sant
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Drug ,genetic structures ,Polymethylmethacrylate ,media_common.quotation_subject ,medicine.medical_treatment ,Age-macular degeneration ,Angiogenesis Inhibitors ,Antibodies, Monoclonal, Humanized ,Permeability ,Macular Degeneration ,chemistry.chemical_compound ,Drug Delivery Systems ,Silicone ,Pharmacokinetics ,Materials Testing ,medicine ,Humans ,Semi-permeable membrane ,media_common ,Drug Implants ,Lens capsule ,business.industry ,Implant ,Antibodies, Monoclonal ,Capsule ,Cataract surgery ,eye diseases ,Sensory Systems ,Bevacizumab ,Ophthalmology ,chemistry ,Drug delivery ,business ,Biomedical engineering - Abstract
Treatment of age-macular degeneration requires monthly intravitreal injections, which are costly and have serious risks. The objective of this study was to develop a novel intraocular implant for drug delivery. The capsule drug ring is a reservoir inserted in the lens capsule during cataract surgery, refillable and capable of delivering multiple drugs. Avastin® was the drug of interest in this study. Prototypes were manufactured using polymethylmethacrylate sheets as the reservoir material, a semi-permeable membrane for controlled delivery and silicone check valves for refilling. The device showed near zero-order release kinetics and Avastin® stability was investigated with accelerated temperature studies.
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- 2010
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15. Obesity and Left Ventricular Assist Device Driveline Exit Site Infection
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Rami Alharethi, Craig H. Selzman, Ashley L. Raymond, Abdallah G. Kfoury, Erin Davis, Deborah Budge, Kimberly M. Goebel, Cris G. Cowley, Bruce B. Reid, H.K. Smith, Stephen E. Clayson, Corey J. Bishop, and S. Stoker
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medicine.medical_specialty ,Prosthesis-Related Infections ,New York Heart Association Class ,medicine.medical_treatment ,Biomedical Engineering ,Biophysics ,Bioengineering ,Overweight ,Body Mass Index ,Biomaterials ,Internal medicine ,Diabetes mellitus ,Prevalence ,medicine ,Humans ,Obesity ,Pulmonary wedge pressure ,Blood urea nitrogen ,Ejection fraction ,business.industry ,General Medicine ,Middle Aged ,equipment and supplies ,medicine.disease ,Ventricular assist device ,Cardiology ,Heart-Assist Devices ,medicine.symptom ,business ,Body mass index - Abstract
Driveline exit site (DLES) infection is a persistent problem among the left ventricular assist device (LVAD) patients. This study investigated the relationship between obesity and DLES infection. Records of LVAD patients at two institutions from January 1999 to January 2009 were queried. Results were analyzed using t tests. Those with LVAD support > or =90 days were included. The body mass index (BMI) of each patient was measured at the time of implant and at the conclusion of LVAD support or currently, if the patient was ongoing. Other data included preimplant age, ejection fraction, blood urea nitrogen, creatinine, diabetes, New York Heart Association class, pulmonary capillary wedge pressure, VO2 max, and inotrope therapy. The 118 patients who qualified for the study were placed in an infection group (n = 36) or in the control group (n = 82). Both groups had similar preimplant characteristics. Variables with differences statistically significant between the groups included duration of LVAD support, indication for support, device type, and BMI. Patients who developed DLES infections had a significantly higher BMI and continued weight gain over the course of LVAD therapy compared with the control group. Although this association requires further study, implications for clinical practice may include the provision of nutrition and exercise counseling for patients undergoing LVAD therapy, especially if overweight. These results may warrant increased measures to prevent and treat infection in the preimplant and postimplant periods.
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- 2010
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16. A novel non-invasive method to assess aortic valve opening in HeartMate II left ventricular assist device patients using a modified Karhunen-Loève transformation
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Corey J. Bishop, N.O. Mason, Robert L. Lux, S. Stoker, Kenneth Horton, Bruce B. Reid, Abdallah G. Kfoury, B.Y. Rasmusson, and Stephen E. Clayson
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Pulmonary and Respiratory Medicine ,Aortic valve ,medicine.medical_specialty ,Regurgitation (circulation) ,Ventricular Function, Left ,Afterload ,Risk Factors ,Internal medicine ,medicine ,Humans ,Aortic valve regurgitation ,Retrospective Studies ,Feedback, Physiological ,Transplantation ,Fourier Analysis ,business.industry ,Aortic Valve Stenosis ,medicine.disease ,Surgery ,Pulse pressure ,medicine.anatomical_structure ,Echocardiography ,Ventricle ,Aortic Valve ,Aortic valve stenosis ,cardiovascular system ,Cardiology ,Ventricular pressure ,Heart-Assist Devices ,Electrophysiologic Techniques, Cardiac ,Cardiology and Cardiovascular Medicine ,business ,Algorithms - Abstract
Background Thrombus formation on or near the aortic valve has been reported in HeartMate II (Thoratec, Pleasanton, CA) left ventricular assist device (LVAD) patients whose aortic valves do not open. With an akinetic valve, thrombogenesis is more likely. Thrombus formation may lead to neurologic events, placing the patient at greater risk. Aortic valve stenosis and/or regurgitation have also been observed with akinetic aortic valves. Assessing aortic valve opening is crucial when optimizing rotations per minute (rpm) to minimize embolic risk and aortic valve stenosis but presently relies solely on echocardiography, intermittent decreases in rpms to force aortic valve opening, and monitoring of pulse pressure. We hypothesized the electrical current waveforms of the HeartMate II would reveal whether the aortic valve was opening due to pressure changes in the left ventricle to allow for continuous monitoring and control of aortic valve opening ratios. Methods Electrical HeartMate II current waveforms of patients from 2008 to 2009 that were recorded at the time of echocardiograph procedures were analyzed using a modified Karhunen-Loeve transformation with a training set of electrical waveforms from 8,860 HeartMate II electrical current recordings from 2001 to 2009. Results The study included 6 patients. The electrical current magnitude of the projection of the electrical current waveforms onto the training set's eigenvectors was statistically significantly greater in 4 of the 6 patients when the aortic valve was closed, confirmed by echocardiography. The 2 patients who did not have a large increase in the magnitude had mild aortic valve regurgitation. Conclusion Electrical current analysis for rotary non-pulsatile pumps is a means to develop a physiologic feedback algorithm for an auto-mode, which currently does not exist. Constant regulation and optimization of rotary non-pulsatile LVADs would minimize patients' risk for neurologic events and aortic valve stenosis.
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- 2010
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17. Quantification of cellular and nuclear uptake rates of polymeric gene delivery nanoparticles and DNA plasmids via flow cytometry
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Nupura S. Bhise, David R. Wilson, Jordan J. Green, Corey J. Bishop, Rebecca L. Majewski, Alfredo Quiñones-Hinojosa, and Toni Rose M. Guiriba
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0301 basic medicine ,Polymers ,Green Fluorescent Proteins ,Biomedical Engineering ,02 engineering and technology ,Biology ,Gene delivery ,Transfection ,Biochemistry ,Article ,Flow cytometry ,Biomaterials ,03 medical and health sciences ,chemistry.chemical_compound ,Plasmid ,Cell Line, Tumor ,medicine ,Humans ,DAPI ,Molecular Biology ,medicine.diagnostic_test ,General Medicine ,021001 nanoscience & nanotechnology ,Flow Cytometry ,Molecular biology ,030104 developmental biology ,Real-time polymerase chain reaction ,chemistry ,Cancer cell ,Biophysics ,Nanoparticles ,0210 nano-technology ,Glioblastoma ,DNA ,Biotechnology ,Plasmids - Abstract
Non-viral, biomaterial-mediated gene delivery has the potential to treat many diseases, but is limited by low efficacy. Elucidating the bottlenecks of plasmid mass transfer can enable an improved understanding of biomaterial structure–function relationships, leading to next-generation rationally designed non-viral gene delivery vectors. As proof of principle, we transfected human primary glioblastoma cells using a poly(beta-amino ester) complexed with eGFP plasmid DNA. The polyplexes transfected 70.6 ± 0.6% of the cells with 101 ± 3% viability. The amount of DNA within the cytoplasm, nuclear envelope, and nuclei was assessed at multiple time points using fluorescent dye conjugated plasmid up to 24 h post-transfection using a quantitative multi-well plate-based flow cytometry assay. Conversion to plasmid counts and degradation kinetics were accounted for via quantitative PCR (plasmid degradation rate constants were determined to be 0.62 h −1 and 0.084 h −1 for fast and slow phases respectively). Quantitative cellular uptake, nuclear association, and nuclear uptake rate constants were determined by using a four-compartment first order mass-action model. The rate limiting step for these poly(beta-amino ester)/DNA polyplex nanoparticles was determined to be cellular uptake (7.5 × 10 −4 h −1 ) and only 0.1% of the added dose was taken up by the human brain cancer cells, whereas 12% of internalized DNA successfully entered the nucleus (the rate of nuclear internalization of nuclear associated plasmid was 1.1 h −1 ). We describe an efficient new method for assessing cellular and nuclear uptake rates of non-viral gene delivery nanoparticles using flow cytometry to improve understanding and design of polymeric gene delivery nanoparticles. Statement of Significance In this work, a quantitative high throughput flow cytometry-based assay and computational modeling approach was developed for assessing cellular and nuclear uptake rates of non-viral gene delivery nanoparticles. This method is significant as it can be used to elucidate structure–function relationships of gene delivery nanoparticles and improve their efficiency. This method was applied to a particular type of biodegradable polymer, a poly(beta-amino ester), that transfected human brain cancer cells with high efficacy and without cytotoxicity. A four-compartment first order mass-action kinetics model was found to model the experimental transport data well without requiring external fitting parameters. Quantitative rate constants were identified for the intracellular transport, including DNA degradation rate from polyplexes, cellular uptake rate, and nuclear uptake rate, with cellular uptake identified as the rate-limiting step.
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- 2015
18. Layer-by-layer inorganic/polymeric nanoparticles for kinetically controlled multigene delivery
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Corey J, Bishop, Allen L, Liu, David S, Lee, Richard J, Murdock, and Jordan J, Green
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Polymers ,Static Electricity ,Gene Transfer Techniques ,Metal Nanoparticles ,Transfection ,Article ,Kinetics ,Inorganic Chemicals ,Cell Line, Tumor ,Nucleic Acids ,Hydrodynamics ,Humans ,Gold ,Particle Size - Abstract
Nonviral gene delivery methods represent a potential safe and effective approach for treating myriad diseases. For many gene therapy applications, delivering multiple exogenous genes and controlling the time profile that these genes are expressed would be advantageous. Polymeric nonviral gene carriers are versatile and can be readily tailored for particular therapeutic applications, have the ability to carry multiple large genes within each particle, and can be more easily manufactured than viruses used for gene delivery. A layer-by-layer (LbL) theranostic-enabling nanoparticle was developed to incorporate two plasmid types which have differing expression time profiles. Temporally controlling the expression of exogenous DNA enables superior control over the microenvironment and could lead to better control over differentiation pathways and cell fate. © 2015 Wiley Periodicals, Inc. J Biomed Mater Res Part A: 104A: 707-713, 2016.
- Published
- 2015
19. Platelet-derived growth factor BB enhances osteogenesis of adipose-derived but not bone marrow-derived mesenchymal stromal/stem cells
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Arnold I. Caplan, Corey J. Bishop, Amir H. Dorafshar, Warren L. Grayson, Bilal A. Naved, Daphne L. Hutton, Jordan J. Green, Jeffrey M. Gimble, Ben P. Hung, and Kristen L. Kozielski
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Adult ,Male ,Platelet-derived growth factor ,Stromal cell ,medicine.medical_treatment ,Becaplermin ,Biology ,Article ,chemistry.chemical_compound ,Mice ,Tissue engineering ,Bone Marrow ,Osteogenesis ,medicine ,Animals ,Humans ,Bone regeneration ,Cells, Cultured ,Mice, Knockout ,Tissue Engineering ,Growth factor ,Mesenchymal stem cell ,Skull ,Cell Differentiation ,Mesenchymal Stem Cells ,Cell Biology ,Proto-Oncogene Proteins c-sis ,Middle Aged ,Cell biology ,medicine.anatomical_structure ,chemistry ,Adipose Tissue ,Immunology ,Molecular Medicine ,Female ,Bone marrow ,Stem cell ,Developmental Biology - Abstract
Tissue engineering using mesenchymal stem cells (MSCs) holds great promise for regenerating critically sized bone defects. While the bone marrow-derived MSC is the most widely studied stromal/stem cell type for this application, its rarity within bone marrow and painful isolation procedure have motivated investigation of alternative cell sources. Adipose-derived stromal/stem cells (ASCs) are more abundant and more easily procured; furthermore, they also possess robust osteogenic potency. While these two cell types are widely considered very similar, there is a growing appreciation of possible innate differences in their biology and response to growth factors. In particular, reports indicate that their osteogenic response to platelet-derived growth factor BB (PDGF-BB) is markedly different: MSCs responded negatively or not at all to PDGF-BB while ASCs exhibited enhanced mineralization in response to physiological concentrations of PDGF-BB. In this study, we directly tested whether a fundamental difference existed between the osteogenic responses of MSCs and ASCs to PDGF-BB. MSCs and ASCs cultured under identical osteogenic conditions responded disparately to 20 ng/ml of PDGF-BB: MSCs exhibited no difference in mineralization while ASCs produced more calcium per cell. siRNA-mediated knockdown of PDGFRβ within ASCs abolished their ability to respond to PDGF-BB. Gene expression was also different; MSCs generally downregulated and ASCs generally upregulated osteogenic genes in response to PDGF-BB. ASCs transduced to produce PDGF-BB resulted in more regenerated bone within a critically sized murine calvarial defect compared to control ASCs, indicating PDGF-BB used specifically in conjunction with ASCs might enhance tissue engineering approaches for bone regeneration. Stem Cells 2015;33:2773–2784
- Published
- 2015
20. Degradable Polymer-Coated Gold Nanoparticles for Co-Delivery of DNA and siRNA
- Author
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Stephany Y. Tzeng, Corey J. Bishop, and Jordan J. Green
- Subjects
Male ,Small interfering RNA ,Materials science ,Polymers ,Biomedical Engineering ,Nanoparticle ,Metal Nanoparticles ,Nanotechnology ,Gene delivery ,Transfection ,Biochemistry ,Article ,Nanocomposites ,Biomaterials ,Diffusion ,Coated Materials, Biocompatible ,Absorbable Implants ,Materials Testing ,Zeta potential ,Tumor Cells, Cultured ,Humans ,Gene Silencing ,Particle Size ,RNA, Small Interfering ,Molecular Biology ,Aged ,chemistry.chemical_classification ,Drug Implants ,Brain Neoplasms ,General Medicine ,Polymer ,DNA ,Genetic Therapy ,Polyelectrolyte ,chemistry ,Absorption, Physicochemical ,Colloidal gold ,Nucleic acid ,Gold ,Biotechnology - Abstract
Gold nanoparticles have utility for in vitro, ex vivo and in vivo imaging applications as well as for serving as a scaffold for therapeutic delivery and theranostic applications. Starting with gold nanoparticles as a core, layer-by-layer degradable polymer coatings enable the simultaneous co-delivery of DNA and short interfering RNA (siRNA). To engineer release kinetics, polymers which degrade through two different mechanisms can be utilized to construct hybrid inorganic/polymeric particles. During fabrication of the nanoparticles, the zeta potential reverses upon the addition of each oppositely charged polyelectrolyte layer and the final nanoparticle size reaches approximately 200nm in diameter. When the hybrid gold/polymer/nucleic acid nanoparticles are added to human primary brain cancer cells in vitro, they are internalizable by cells and reach the cytoplasm and nucleus as visualized by transmission electron microscopy and observed through exogenous gene expression. This nanoparticle delivery leads to both exogenous DNA expression and siRNA-mediated knockdown, with the knockdown efficacy superior to that of Lipofectamine® 2000, a commercially available transfection reagent. These gold/polymer/nucleic acid hybrid nanoparticles are an enabling theranostic platform technology capable of delivering combinations of genetic therapies to human cells.
- Published
- 2014
21. Hypoxia-inducible factors and RAB22A mediate formation of microvesicles that stimulate breast cancer invasion and metastasis
- Author
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Naoharu Takano, Lisha Xiang, Gregg L. Semenza, Weibo Luo, Corey J. Bishop, Ting Wang, Daniele M. Gilkes, Jordan J. Green, and Pallavi Chaturvedi
- Subjects
Pathology ,medicine.medical_specialty ,Lung Neoplasms ,Breast Neoplasms ,Mice, SCID ,Biology ,Exosomes ,Metastasis ,Mice ,Breast cancer ,Cell Line, Tumor ,Commentaries ,medicine ,Basic Helix-Loop-Helix Transcription Factors ,Animals ,Humans ,Neoplasm Invasiveness ,RNA, Messenger ,Neoplasm Metastasis ,Triple-negative breast cancer ,Tumor microenvironment ,Focal Adhesions ,Multidisciplinary ,medicine.disease ,Hypoxia-Inducible Factor 1, alpha Subunit ,Primary tumor ,Survival Analysis ,Microvesicles ,Cell Hypoxia ,Extracellular Matrix ,Gene Expression Regulation, Neoplastic ,Protein Transport ,Hypoxia-inducible factors ,PNAS Plus ,rab GTP-Binding Proteins ,Gene Knockdown Techniques ,Cancer cell ,Cancer research ,Female - Abstract
Extracellular vesicles such as exosomes and microvesicles (MVs) are shed by cancer cells, are detected in the plasma of cancer patients, and promote cancer progression, but the molecular mechanisms regulating their production are not well understood. Intratumoral hypoxia is common in advanced breast cancers and is associated with an increased risk of metastasis and patient mortality that is mediated in part by the activation of hypoxia-inducible factors (HIFs). In this paper, we report that exposure of human breast cancer cells to hypoxia augments MV shedding that is mediated by the HIF-dependent expression of the small GTPase RAB22A, which colocalizes with budding MVs at the cell surface. Incubation of naive breast cancer cells with MVs shed by hypoxic breast cancer cells promotes focal adhesion formation, invasion, and metastasis. In breast cancer patients, RAB22A mRNA overexpression in the primary tumor is associated with decreased overall and metastasis-free survival and, in an orthotopic mouse model, RAB22A knockdown impairs breast cancer metastasis.
- Published
- 2014
22. Highlights from the latest articles in nanomedicine
- Author
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Corey J. Bishop, Kristen L. Kozielski, Jordan J. Green, Randall A. Meyer, and Jayoung Kim
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chemistry.chemical_classification ,Materials science ,Polyacrylamide ,Biomedical Engineering ,Medicine (miscellaneous) ,Nanoparticle ,Bioengineering ,Polymer ,Adhesion ,Development ,Article ,chemistry.chemical_compound ,Adsorption ,chemistry ,Chemical engineering ,medicine ,Nanomedicine ,General Materials Science ,Adhesive ,Swelling ,medicine.symptom - Abstract
Nanomedicine (2014) 9(7), 945–947 ISSN 1743-5889 Sticky nanoparticles Evaluation of: Rose S, Prevoteau A, Elziere P, Hourdet D, Marcellan A, Leibler L. Nanoparticle solutions as adhesives for gels and biological tissues. Nature 505(7483), 382–385 (2014). Polymeric adhesives have been used for gluing two nonpolymeric substances. However, adhering two polymer gels typically requires environmental changes, UV, an electric field or a chemical reaction in situ, which may be impractical for particular biotechnology applications. Traditional methods commonly cause self-adhesiveness, which diminishes the materials’ maneuverability and its scope of utility. The authors in Rose et al. discuss the use of nanoparticles as an adhesive for non-self-adhesive gels at room temperature by simply spreading the solution and pressing the two gels together briefly. As the materials are pulled apart, some polymer strands undergo nanoparticle desorption, while other strands adsorb to the nanoparticles, allowing energy to dissipate during deformation while the gel junction remains intact. In this study, two gels were formed with similar properties including crosslinking and swelling. One of the gels was made of poly(dimethylacrylamide) and adsorbed to silica nanoparticles, whereas the other gel made from polyacrylamide did not adsorb to these nanoparticles. The nanoparticles enabled the poly(dimethylacrylamide) gels to hold together with strong adhesion, whereas polyacrylamide gels would not adhere. The authors found the strength of adhesion increased as particle size and polymer strand length increased, and as the crosslinking density and material rigidity decreased. In addition, the authors found that the adhesion forces were still strong when the gels were placed in new environments, such as when dehydrated gels became hydrated. Poly(dimethylacrylamide) gels containing up to approximately 98% v/v% water were able to adhere successfully. The authors demonstrated that the particles were retained on the surface of poly(dimethylacrylamide) gels after multiple washings and soaking in water for several days. In addition, in postjunction failure, the gels have self-repair capabilities following a brief application of force without having to reapply additional nanoparticles. In one example, this nanoparticle adhesive technology was able to bond liver tissue together following nano particle application and 30 s of finger pressure. This nano technology holds interesting promise for wet adhesion applications in medicine.
- Published
- 2014
23. Independent versus cooperative binding in polyethylenimine-DNA and Poly(L-lysine)-DNA polyplexes
- Author
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Marjo Yliperttula, Jordan J. Green, Tiia Maaria Ketola, Manuela Raviña, Elina Vuorimaa-Laukkanen, Helge Lemmetyinen, Corey J. Bishop, Arto Urtti, Martina Hanzlíková, and Linda Leppänen
- Subjects
genetic structures ,Stereochemistry ,Kinetics ,Lysine ,02 engineering and technology ,CHO Cells ,Article ,Cell Line ,03 medical and health sciences ,chemistry.chemical_compound ,Cricetulus ,Cricetinae ,Materials Chemistry ,Organic chemistry ,Animals ,Humans ,Polyethyleneimine ,Polylysine ,Physical and Theoretical Chemistry ,Particle Size ,030304 developmental biology ,0303 health sciences ,Polyethylenimine ,Substrate (chemistry) ,Cooperative binding ,DNA ,Hydrogen-Ion Concentration ,021001 nanoscience & nanotechnology ,Surfaces, Coatings and Films ,chemistry ,Amine gas treating ,0210 nano-technology - Abstract
The mechanism of polyethylenimine-DNA and poly(L-lysine)-DNA complex formation at pH 5.2 and 7.4 was studied by a time-resolved spectroscopic method. The formation of a polyplex core was observed to be complete at approximately N/P = 2, at which point nearly all DNA phosphate groups were bound by polymer amine groups. The data were analyzed further both by an independent binding model and by a cooperative model for multivalent ligand binding to multisubunit substrate. At pH 5.2, the polyplex formation was cooperative at all N/P ratios, whereas for pH 7.4 at N/P < 0.6 the polyplex formation followed independent binding changing to cooperative binding at higher N/Ps.
- Published
- 2013
24. Biomolecule delivery to engineer the cellular microenvironment for regenerative medicine
- Author
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Jayoung Kim, Jordan J. Green, and Corey J. Bishop
- Subjects
chemistry.chemical_classification ,Tissue Engineering ,Tissue Scaffolds ,Chemistry ,Biomolecule ,Cell ,Biomedical Engineering ,Gene Transfer Techniques ,Nanotechnology ,Biocompatible Materials ,Gene delivery ,Regenerative Medicine ,Regenerative medicine ,Article ,Cell therapy ,medicine.anatomical_structure ,Drug Delivery Systems ,Tissue engineering ,Cellular Microenvironment ,medicine ,Animals ,Humans ,Wound healing ,Ex vivo - Abstract
To realize the potential of regenerative medicine, controlling the delivery of biomolecules in the cellular microenvironment is important as these factors control cell fate. Controlled delivery for tissue engineering and regenerative medicine often requires bioengineered materials and cells capable of spatiotemporal modulation of biomolecule release and presentation. This review discusses biomolecule delivery from the outside of the cell inwards through the delivery of soluble and insoluble biomolecules as well as from the inside of the cell outwards through gene transfer. Ex vivo and in vivo therapeutic strategies are discussed, as well as combination delivery of biomolecules, scaffolds, and cells. Various applications in regenerative medicine are highlighted including bone tissue engineering and wound healing.
- Published
- 2013
25. The effect and role of carbon atoms in poly(β-amino ester)s for DNA binding and gene delivery
- Author
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Jordan J. Green, Marjo Yliperttula, Arto Urtti, Stephany Y. Tzeng, Tiia Maaria Ketola, Corey J. Bishop, Helge Lemmetyinen, Elina Vuorimaa-Laukkanen, and Joel C. Sunshine
- Subjects
Stereochemistry ,Polymers ,Genetic Vectors ,Antineoplastic Agents ,02 engineering and technology ,Gene delivery ,Biochemistry ,Catalysis ,Article ,03 medical and health sciences ,chemistry.chemical_compound ,Structure-Activity Relationship ,Colloid and Surface Chemistry ,Cell Line, Tumor ,Side chain ,Humans ,Binding site ,030304 developmental biology ,Cell Proliferation ,0303 health sciences ,Binding Sites ,Dose-Response Relationship, Drug ,Chemistry ,Rational design ,Gene Transfer Techniques ,General Chemistry ,Transfection ,DNA ,021001 nanoscience & nanotechnology ,Binding constant ,Carbon ,3. Good health ,End-group ,Monomer ,Biophysics ,Drug Screening Assays, Antitumor ,0210 nano-technology - Abstract
Polymeric vectors for gene delivery are a promising alternative for clinical applications, as they are generally safer than viral counterparts. Our objective was to further our mechanistic understanding of polymer structure-function relationships to allow the rational design of new biomaterials. Utilizing poly(β-amino ester)s (PBAEs), we investigated polymer-DNA binding by systematically varying the polymer molecular weight, adding single carbons to the backbone and side chain of the monomers that constitute the polymers, and varying the type of polymer end group. We then sought to correlate how PBAE binding affects the polyplex diameter and ζ potential, the transfection efficacy, and its associated cytotoxicity in human breast and brain cancer cells in vitro. Among other trends, we observed in both cell lines that the PBAE-DNA binding constant is biphasic with the transfection efficacy and that the optimal values of the binding constant with respect to the transfection efficacy are in the range (1-6) × 10(4) M(-1). A binding constant in this range is necessary but not sufficient for effective transfection.
- Published
- 2013
26. Advances in polymeric and inorganic vectors for nonviral nucleic acid delivery
- Author
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Joel C. Sunshine, Corey J. Bishop, and Jordan J. Green
- Subjects
Clinical Trials as Topic ,Chemical Phenomena ,Polymers ,Gene Transfer Techniques ,Pharmaceutical Science ,Nanotechnology ,Vector size ,Genetic Therapy ,Biology ,Models, Biological ,Genetic therapy ,Article ,Reduced toxicity ,Inorganic Chemicals ,Nucleic Acids ,Nucleic acid ,Animals ,Humans ,Nanoparticles - Abstract
Nonviral systems for nucleic acid delivery offer a host of potential advantages compared with viruses, including reduced toxicity and immunogenicity, increased ease of production and less stringent vector size limitations, but remain far less efficient than their viral counterparts. In this article we review recent advances in the delivery of nucleic acids using polymeric and inorganic vectors. We discuss the wide range of materials being designed and evaluated for these purposes while considering the physical requirements and barriers to entry that these agents face and reviewing recent novel approaches towards improving delivery with respect to each of these barriers. Furthermore, we provide a brief overview of past and ongoing nonviral gene therapy clinical trials. We conclude with a discussion of multifunctional nucleic acid carriers and future directions.
- Published
- 2012
27. Noninvasive predictor of HeartMate XVE pump failure by neural network and waveform analysis
- Author
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Benjamin D. Horne, N.O. Mason, Stephen E. Clayson, Abdallah G. Kfoury, Bruce B. Reid, B.Y. Rasmusson, Corey J. Bishop, Robert L. Lux, Caleb Crawford, and S. Stoker
- Subjects
Male ,medicine.medical_specialty ,medicine.medical_treatment ,Biomedical Engineering ,Biophysics ,Bioengineering ,Biomaterials ,Internal medicine ,Medicine ,Waveform ,Humans ,Heart-Assist Devices ,Signal processing ,Principal Component Analysis ,Artificial neural network ,Pump failure ,business.industry ,General Medicine ,Middle Aged ,Equipment Failure Analysis ,Quartile ,Ventricular assist device ,Principal component analysis ,Cardiology ,Equipment Failure ,Female ,Neural Networks, Computer ,business - Abstract
Patients increasingly require longer durations of left ventricular assist device (LVAD) therapy. Despite a recent trend toward continuous flow VADs, the HeartMate XVE is still commonly used, but its longevity remains a significant limitation. Existing surveillance methods of pump failure often give inconclusive results. XVE electrical current waveforms were collected regularly (2001-2008) and sorted into quartiles according to number of days until pump failure (Q1, 0-34; Q2, 34-160; Q3, 160-300; and Q4, 300-390 days). Thoratec waveform files were converted into text files. The 10-second electrical current, voltage waveform was identified and isolated for analysis. Waveforms were analyzed by principal component analysis (PCA) and with a fast Fourier transform. Quartiles were compared with analysis of variance (ANOVA). Waveforms (n = 454) were collected for 21 patients with failed pumps. An artificial neural network was used to predict pump failure within 30 days from the waveform characteristics identified though signal processing.
- Published
- 2009
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