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1.
Article in English | MEDLINE | ID: mdl-38846269

ABSTRACT

The incidental detection of pancreatic cysts, an opportunity for the early detection of pancreatic cancer, is increasing, owing to an aging population and improvements in imaging technology. The classification of pancreatic cystic precursors currently relies on imaging and cyst fluid evaluations, including cytology and protein and genomic analyses. However, there are persistent limitations that obstruct the accuracy and quality of information for clinicians, including the limited volume of the complex, often acellular, and proteinaceous milieu that comprises pancreatic cyst fluid. The constraints of currently available clinical assays lead clinicians to the subjective and inconsistent application of diagnostic tools, which can contribute to unnecessary surgery and missed pancreatic cancers. Herein, we describe the pathway toward pancreatic cyst classification and diagnosis, the volume requirements for several clinically available diagnostic tools, and some analytical and diagnostic limitations for each assay. We then discuss current and future work on novel markers and methods, and how to expand the utility of clinical pancreatic cyst fluid samples. Results of ongoing studies applying SERS as a detection mode suggest that 50 µL of pancreatic cyst fluid is more than sufficient to accurately rule out non-mucinous pancreatic cysts with no malignant potential from further evaluation. This process is expected to leave sufficient fluid to analyze a follow-up, rule-in panel of markers currently in development that can stratify grades of dysplasia in mucinous pancreatic cysts and improve clinical decision-making.

2.
Exp Biol Med (Maywood) ; 248(24): 2578-2592, 2023 Dec.
Article in English | MEDLINE | ID: mdl-38281083

ABSTRACT

Bayesian networks are increasingly used to quantify the uncertainty of subjective and stochastic concepts such as trust. In this article, we propose a data-driven approach to estimate Bayesian parameters in the domain of wearable medical devices. Our approach extracts the probability of a trust factor being in a specific state directly from the devices (e.g. sensor quality). The strength of the relationship between related factors is defined by expert knowledge and incorporated into the model. We use propagation rules from requirements engineering to estimate how much each trust factor contributes to the related intermediate nodes in the network and ultimately compute the trust score. The trust score is a relative measure of trustworthiness when different devices are evaluated in the same test conditions and using the same Bayesian structure. To evaluate our approach, we developed Bayesian networks for the trust quantification of similar wearable devices from two manufacturers under identical test conditions and noise levels. The results demonstrated the learnability and generalizability of our approach.


Subject(s)
Trust , Bayes Theorem
3.
J Control Release ; 350: 688-697, 2022 10.
Article in English | MEDLINE | ID: mdl-36030992

ABSTRACT

Targeted drug delivery, often referred to as "smart" drug delivery, is a process whereby a therapeutic drug is delivered to specific parts of the body in a manner that increases its concentration at the desired sites relative to others. This approach is poised to revolutionize medicine as exemplified by the recent FDA approval of Cytalux (FDA approves pioneering drug for ovarian cancer surgery - Purdue University News) which is a folate-receptor targeted intraoperative near infrared (NIR) imaging agent that was developed in our laboratories. Fracture-associated morbidities and mortality affect a significant portion of world population. United states, Canada and Europe alone spent $48 billion in treating osteoporosis related fractures although this number doesn't count the economic burden due to loss in productivity. It is estimated that by 2050 ca 21 million hip fractures would occur globally which will be leading cause of premature death and disability. Despite the need for improvement in the treatment for fracture repair, methods for treating fractures have changed little in recent decades. Systemic delivery of fracture-homing bone anabolics holds great promise as a therapeutic strategy in this regard. Here we report the design of a fracture-targeted peptide comprised of a payload that binds and activates the parathyroid hormone receptor (PTHR1) and is linked to a targeting ligand comprised of 20 D-glutamic acids (D-Glu20) that directs accumulation of the payload specifically at fracture sites. This targeted delivery results in reduction of fracture healing times to <1/2 while creating repaired bones that are >2-fold stronger than saline-treated controls in mice. Moreover, this hydroxyapatite-targeted peptide can be administered without detectable toxicity to healthy tissues or modification of healthy bones in dogs. Additionally, since similar results are obtained upon treatment of osteoporotic and diabetic fractures in mice, and pain resolution is simultaneously accelerated by this approach, we conclude that this fracture-targeted anabolic peptide displays significant potential to revolutionize the treatment of bone fractures.


Subject(s)
Osteoporosis , Osteoporotic Fractures , Animals , Bone Density , Dogs , Folic Acid , Glutamates/therapeutic use , Hydroxyapatites/therapeutic use , Ligands , Mice , Osteoporosis/drug therapy , Osteoporotic Fractures/drug therapy , Peptides/therapeutic use , Receptor, Parathyroid Hormone, Type 1 , United States
4.
Nat Commun ; 13(1): 2711, 2022 05 17.
Article in English | MEDLINE | ID: mdl-35581212

ABSTRACT

Suspicious nodules detected by radiography are often investigated by biopsy, but the diagnostic yield of biopsies of small nodules is poor. Here we report a method-NIR-nCLE-to detect cancer at the cellular level in real-time during biopsy. This technology integrates a cancer-targeted near-infrared (NIR) tracer with a needle-based confocal laser endomicroscopy (nCLE) system modified to detect NIR signal. We develop and test NIR-nCLE in preclinical models of pulmonary nodule biopsy including human specimens. We find that the technology has the resolution to identify a single cancer cell among normal fibroblast cells when co-cultured at a ratio of 1:1000, and can detect cancer cells in human tumors less than 2 cm in diameter. The NIR-nCLE technology rapidly delivers images that permit accurate discrimination between tumor and normal tissue by non-experts. This proof-of-concept study analyzes pulmonary nodules as a test case, but the results may be generalizable to other malignancies.


Subject(s)
Pancreatic Neoplasms , Biopsy , Endoscopy , Humans , Lasers , Microscopy, Confocal/methods , Pancreatic Neoplasms/pathology
5.
Clin Cancer Res ; 25(1): 177-187, 2019 01 01.
Article in English | MEDLINE | ID: mdl-30201762

ABSTRACT

PURPOSE: The ability to locate and remove all malignant lesions during radical prostatectomy leads not only to prevent biochemical recurrence (BCR) and possible side effects but also to improve the life expectancy of patients with prostate cancer. Fluorescence-guided surgery (FGS) has emerged as a technique that uses fluorescence to highlight cancerous cells and guide surgeons to resect tumors in real time. Thus, development of tumor-specific near-infrared (NIR) agents that target biomarkers solely expressed on prostate cancer cells will enable to assess negative tumor margins and affected lymph nodes. EXPERIMENTAL DESIGN: Because PSMA is overexpressed in prostate cancer cells in >90% of the prostate cancer patient population, a prostate-specific membrane antigen (PSMA)-targeted NIR agent (OTL78) was designed and synthesized. Optical properties, in vitro and in vivo specificity, tumor-to-background ratio (TBR), accomplishment of negative surgical tumor margins using FGS, pharmacokinetics (PKs) properties, and preclinical toxicology of OTL78 were then evaluated in requisite models. RESULTS: OTL78 binds to PSMA-expressing cells with high affinity, concentrates selectively to PSMA-positive cancer tissues, and clears rapidly from healthy tissues with a half-time of 17 minutes. It also exhibits an excellent TBR (5:1) as well as safety profile in animals. CONCLUSIONS: OTL78 is an excellent tumor-specific NIR agent for use in fluorescence-guided radical prostatectomy and FGS of other cancers.


Subject(s)
Antigens, Surface/genetics , Fluorescent Dyes/pharmacology , Glutamate Carboxypeptidase II/genetics , Prostatic Neoplasms/diagnostic imaging , Surgery, Computer-Assisted , Animals , Antigens, Surface/isolation & purification , Cell Line, Tumor , Disease Models, Animal , Fluorescence , Fluorescent Dyes/chemistry , Gene Expression Regulation, Neoplastic/genetics , Glutamate Carboxypeptidase II/isolation & purification , Heterografts , Humans , Infrared Rays , Male , Margins of Excision , Optical Imaging , Prostate/surgery , Prostatectomy/methods , Prostatic Neoplasms/genetics , Prostatic Neoplasms/pathology , Prostatic Neoplasms/surgery , Spectroscopy, Near-Infrared
6.
Bioconjug Chem ; 30(2): 443-453, 2019 02 20.
Article in English | MEDLINE | ID: mdl-30395447

ABSTRACT

We present a robust method for loading small interfering RNA (siRNA) duplexes onto the surfaces of gold nanorods (GNRs) at high density, using near-infrared laser irradiation to trigger their intracellular release with subsequent knockdown activity. Citrate-stabilized GNRs were first coated with oleylsulfobetaine, a zwitterionic amphiphile with low cytotoxicity, which produced stable dispersions at high ionic strength. Amine-modified siRNA duplexes were converted into dithiocarbamate (DTC) ligands and adsorbed onto GNR surfaces in a single incubation step at 0.5 M NaCl, simplifying the charge screening process. The DTC anchors were effective at minimizing premature siRNA desorption and release, a common but often overlooked problem in the use of gold nanoparticles as oligonucleotide carriers. The activity of GNR-siRNA complexes was evaluated systematically against an eGFP-producing ovarian cancer cell line (SKOV-3) using folate receptor-mediated uptake. Efficient knockdown was achieved by using a femtosecond-pulsed laser source to release DTC-anchored siRNA, with essentially no contributions from spontaneous (dark) RNA desorption. GNRs coated with thiol-anchored siRNA duplexes were less effective and also permitted low levels of knockdown activity without photothermal activation. Optimized siRNA delivery conditions were applied toward the targeted knockdown of transglutaminase 2, whose expression is associated with the progression of recurrent ovarian cancer, with a reduction in activity of >80% achieved after a single pulsed laser treatment.


Subject(s)
Gold/chemistry , Nanotubes/chemistry , RNA, Small Interfering/administration & dosage , Thiocarbamates/chemistry , Animals , Cell Line , Humans , Nanotubes/ultrastructure , Oligonucleotides/chemistry , RNA Interference , RNA, Small Interfering/chemistry , RNA, Small Interfering/genetics , Transfection/methods
7.
J Drugs Dermatol ; 15(10): 1244-1248, 2016 Oct 01.
Article in English | MEDLINE | ID: mdl-27741343

ABSTRACT

BACKGROUND: Ethnic differences in skin sensitivity suggest that greater emphasis be focused on understanding a product's effect in diverse populations. OBJECTIVE: The irritation and/or sensitization potential of 8 baby skin care products in Indian adults were evaluated using cumulative irritation tests (CIT) and human repeat insult patch testing (HRIPT) protocols. PATIENTS/MATERIALS/METHODS: Healthy males or females aged 18 to 65 years of Indian ethnicity were treated with each of 6 products (cream, hair oil, lotion, body wash, shampoo, and baby soap) using CIT (n = 25) and HRIPT (n = 200). Baby powder and baby oil were evaluated by CIT (n = 25) and HRIPT (n = 107) in separate studies. CITs were conducted over 14 days; HRIPTs were conducted over 10 weeks. RESULTS: In both CIT and HRIPT, most products were considered mild, with no irritation. Baby soap and powder elicited reactions in the HRIPT induction phase, with positive challenge phase reactions (3 subjects), but were affirmed to be nonallergenic in the rechallenge phase. CONCLUSIONS: In these studies, 8 baby skin care products were evaluated by both CIT and HRIPT in Indian adults. The results of the studies indicated that all of the tested products were nonallergenic and nonirritating.

J Drugs Dermatol. 2016;15(10):1244-1248.


Subject(s)
Hair Preparations/administration & dosage , Patch Tests/methods , Skin Care/methods , Skin Cream/administration & dosage , Skin Irritancy Tests/methods , Soaps/administration & dosage , Adolescent , Adult , Cosmetics/administration & dosage , Cosmetics/adverse effects , Female , Hair Preparations/adverse effects , Humans , Infant , Male , Skin Care/adverse effects , Skin Cream/adverse effects , Soaps/adverse effects , Young Adult
8.
Eur J Immunol ; 42(11): 2937-48, 2012 Nov.
Article in English | MEDLINE | ID: mdl-22886924

ABSTRACT

The utility of plasmid DNA as an immunogen has been limited by its weak immunogenicity. In the present study, we evaluated the ability of a family of linear polyethylenimine (PEI) polymers, complexed to plasmid DNA, to augment DNA expression in vivo and to enhance antigen-specific adaptive immune responses. We showed that four of five structurally different PEIs that we evaluated increased in vivo DNA expression 20- to 400-fold, and enhanced DNA-induced epitope-specific CD8⁺ T-cell responses 10- to 25-fold in BALB/c and C57BL/6J mice respectively, when delivered intravenously. Functional studies of the PEI-DNA-induced CD8⁺ T-cell responses demonstrated that formulation of DNA with PEI was associated with increased numbers of cells secreting type I cytokines. In addition, PEI-DNA complexes improved antigen-specific T(H) 1-helper cell and humoral responses. Most importantly, the PEI-DNA complexes elicited memory cellular responses, capable of rapid expansion and accelerated clearance of a lethal dose of recombinant Listeria monocytogenes. Lastly, we identified physical properties of PEI-DNA complexes that are associated with enhanced DNA-elicited immunogenicity. These findings demonstrate that PEI polymers can play an important role in the development of DNA-based vaccines in the setting of infectious disease prevention and cancer therapy.


Subject(s)
Adjuvants, Immunologic/pharmacology , CD8-Positive T-Lymphocytes/immunology , Epitopes, T-Lymphocyte/immunology , Polyethyleneimine/pharmacology , Vaccines, DNA/immunology , Adaptive Immunity/immunology , Animals , Cell Survival/drug effects , Cytokines/immunology , Female , Listeria monocytogenes/immunology , Listeriosis/immunology , Mice , Mice, Inbred BALB C , Mice, Inbred C57BL , Nanoparticles/chemistry , Nanoparticles/ultrastructure , Plasmids/chemistry , Plasmids/genetics , Plasmids/immunology , Polyethyleneimine/chemistry , Specific Pathogen-Free Organisms , Statistics, Nonparametric , Vaccines, DNA/administration & dosage , Vaccines, DNA/chemistry
9.
Ann N Y Acad Sci ; 1175: 32-9, 2009 Sep.
Article in English | MEDLINE | ID: mdl-19796075

ABSTRACT

Potential clinical applications of small interfering RNA (siRNA) are hampered primarily by delivery issues. We have successfully addressed the delivery problems associated with off-site targeting of highly toxic chemotherapeutic agents by attaching the drugs to tumor-specific ligands that will carry the attached cargo into the desired cancer cell. Indeed, several such tumor-targeted drugs are currently undergoing human clinical trials. We now show that efficient targeting of siRNA to malignant cells and tissues can be achieved by covalent conjugation of small-molecular-weight, high-affinity ligands, such as folic acid and DUPA (2-[3-(1, 3-dicarboxy propyl)-ureido] pentanedioic acid), to siRNA. The former ligand binds a folate receptor that is overexpressed on a variety of cancers, whereas the latter ligand binds to prostate-specific membrane antigen that is overexpressed specifically on prostate cancers and the neovasculature of all solid tumors. Using these ligands, we show remarkable receptor-mediated targeting of siRNA to cancer tissues in vitro and in vivo.


Subject(s)
Folic Acid/administration & dosage , Glutarates/administration & dosage , Neoplasms/therapy , RNA, Small Interfering/administration & dosage , Urea/analogs & derivatives , Animals , Carrier Proteins/metabolism , Female , Folate Receptors, GPI-Anchored , Folic Acid/chemistry , Folic Acid/metabolism , Glutarates/chemistry , Glutarates/metabolism , HeLa Cells , Humans , Ligands , Male , Mice , Mice, Mutant Strains , RNA, Small Interfering/chemistry , Receptors, Cell Surface/metabolism , Urea/administration & dosage , Urea/chemistry , Urea/metabolism , Xenograft Model Antitumor Assays
10.
Mol Pharm ; 6(6): 1868-75, 2009.
Article in English | MEDLINE | ID: mdl-19754150

ABSTRACT

Targeted therapies are emerging as a preferred strategy for treatment of cancer and other diseases. To evaluate the effect of high affinity receptors on the rate and extent of tumor penetration of receptor-targeted drugs, we have characterized the kinetics of folate-rhodamine uptake by folate receptor (FR)-expressing tumors in live mice. Folate-rhodamine was selected to model receptor-targeted drugs, because (i) it has high affinity (K(d) = 10(-9) M) for FR-rich tumors, (ii) its uptake can be monitored in vivo by multiphoton microscopy, and (iii) five folate-targeted drugs of similar size are currently undergoing clinical trials. We demonstrate that (1) folate-rhodamine saturates tumor FR in <5 min, <30 min, and <100 min following intravenous, paraorbital, and intraperitoneal injection, respectively; (2) complete clearance of folate-rhodamine from receptor-negative tissues requires > or =50 min, and (3) a "binding site barrier" may retard, but does not prevent, penetration of the ligand-targeted drug. We conclude that low molecular weight ligand-targeted drugs have appropriate pharmacokinetic properties for tumor-selective delivery.


Subject(s)
Folic Acid/pharmacokinetics , Rhodamines/pharmacokinetics , Animals , Carrier Proteins/genetics , Carrier Proteins/metabolism , Folate Receptors, GPI-Anchored , Folic Acid/metabolism , Kinetics , Mice , Mice, Nude , Neoplasms/drug therapy , Neoplasms/metabolism , Receptors, Cell Surface/genetics , Receptors, Cell Surface/metabolism , Rhodamines/metabolism , Xenograft Model Antitumor Assays
11.
J Virol Methods ; 146(1-2): 298-304, 2007 Dec.
Article in English | MEDLINE | ID: mdl-17719656

ABSTRACT

HIV vaccine strategies which employ pseudovirions (PVs) as the source of antigen require large amounts of particles. These are typically generated by transient transfection of mammalian cells and purification of the released PVs from the culture supernatant. Since efficiency and cost of transfection are key issues, in this report the transfection efficiencies, achieved by employing a panel of high-molecular-weight linear polyethylenimines (PEIs) and small cross-linked PEIs, were analyzed and compared to those obtained by transfections with calcium phosphate or the commercial reagent Polyfect. High efficiencies were obtained using several of the modified PEIs, and the transfections with these inexpensive reagents were very robust. The observed efficiencies (as quantitated by amounts of expressed gene product) were two to four fold superior to calcium phosphate transfection and approximately equal to that achieved using Polyfect which is, however, prohibitively expensive for large scale applications. An optimized and rapid protocol for the large scale production and purification of HIV-PVs from 293T cells growing in so-called cell stacks and transfected with the best reagent identified, PEI87, is described here. The generated PVs, obtained with a yield in the range of 0.4mg virion-associated HIV-CA/liter culture supernatant, exhibited only very minimal contamination with non-viral proteins and were thus suitable for vaccination applications.


Subject(s)
HIV/genetics , HIV/isolation & purification , Polyethyleneimine , Transfection/methods , AIDS Vaccines/genetics , AIDS Vaccines/immunology , Cell Line , Genetic Vectors , HIV/physiology , Humans , Plasmids , Polyethyleneimine/chemistry , Virion/genetics , Virion/isolation & purification , Virion/physiology
12.
Adv Drug Deliv Rev ; 59(2-3): 124-33, 2007 Mar 30.
Article in English | MEDLINE | ID: mdl-17459519

ABSTRACT

SiRNAs exert their biological effect by guiding the degradation of their cognate mRNA sequence, thereby shutting down the corresponding protein production (gene silencing by RNA interference or RNAi). Due to this property, siRNAs are emerging as promising therapeutic agents for the treatment of inherited and acquired diseases, as well as research tools for the elucidation of gene function in both health and disease. Because of their lethality and prevalence, lung diseases have attracted particular attention as targets of siRNA-mediated cures. In addition, lung is accessible to therapeutic agents via multiple routes, e.g., through the nose and the mouth, thus obviating the need for targeting and making it an appealing target for RNAi-based therapeutic strategies. The clinical success of siRNA-mediated interventions critically depends upon the safety and efficacy of the delivery methods and agents. Delivery of siRNAs relevant to lung diseases has been attempted through multiple routes and using various carriers in animal models. This review focuses on the recent progress in non-viral delivery of siRNAs for the treatment of lung diseases, particularly infectious diseases. The rapid progress will put siRNA-based therapeutics on fast track to the clinic.


Subject(s)
Drug Delivery Systems/trends , Lung Diseases/therapy , RNA, Small Interfering/administration & dosage , Animals , Drug Delivery Systems/methods , Gene Silencing , Humans , Lung/metabolism , Lung/pathology , Lung Diseases/genetics , RNA, Small Interfering/genetics , RNA, Small Interfering/pharmacokinetics , Treatment Outcome
13.
Pharm Res ; 24(8): 1564-71, 2007 Aug.
Article in English | MEDLINE | ID: mdl-17385014

ABSTRACT

PURPOSE: Low efficiency and toxicity are two major drawbacks of current non-viral gene delivery vectors. Since DNA delivery to mammalian cells is a multi-step process, generating and searching combinatorial libraries of vectors employing high-throughput synthesis and screening methods is an attractive strategy for the development of new improved vectors because it increases the chance of identifying the most overall optimized vectors. MATERIALS AND METHODS: Based on the rationale that increasing the effective molecular weight of small PEIs, which are poor vectors compared to the higher molecular weight homologues but less toxic, raises their transfection efficiency due to better DNA binding, we synthesized a library of 144 biodegradable derivatives from two small PEIs and 24 bi- and oligo-acrylate esters. A 423-Da linear PEI and its 1:1 (w/w) mixture with a 1.8-kDa branched PEI were cross-linked with the acrylates at three molar ratios in DMSO. The resulting polymers were screened for their efficiency in delivering a beta-galactosidase expressing plasmid to COS-7 monkey kidney cells. Selected most potent polymers from the initial screen were tested for toxicity in A549 human lung cancer cells, and in vivo in a systemic gene delivery model in mice employing a firefly luciferase expressing plasmid. RESULTS: Several polycations that exhibited high potency and low toxicity in vitro were identified from the library. The most potent derivative of the linear 423-Da PEI was that cross-linked with tricycle-[5.2.1.0]-decane-dimethanol diacrylate (diacrylate 14), which exhibited an over 3,600-fold enhancement in efficiency over the parent. The most potent mixed PEI was that cross-linked with ethylene glycol diacrylate (diacrylate 4) which was over 850-fold more efficient than the physically mixed parent PEIs. The relative efficiencies of these polymers were even up to over twice as high as that of the linear 22-kDa PEI, considered the "gold standard" for in vitro and systemic gene delivery. The potent cross-linked polycations identified were also less toxic than the 22-kDa PEI. The optimal vector in vivo was the mixed PEI cross-linked with propylene glycol glycerolate diacrylate (diacrylate 7); it mediated the highest gene expression in the lungs, followed by the spleen, with the expression in the former being 53-fold higher compared to the latter. In contrast, the parent PEIs mediated no gene expression at all under similar conditions, and injection of the polyplexes of the 22-kDa PEI at its optimal N/P of 10 prepared under identical conditions killed half of the mice injected. CONCLUSIONS: High-throughput synthesis and transfection assay of a cross-linked library of biodegradable PEIs was proven effective in identifying highly transfecting vectors. The identified vectors exhibited dramatically superior efficiency compared to their parents both in vitro and in an in vivo systemic gene delivery model. The majority of these vectors mediated preferential gene delivery to the lung, and their in vivo toxicity paralleled that in vitro.


Subject(s)
Combinatorial Chemistry Techniques , Genetic Vectors/chemistry , Imines/chemistry , Polyamines/chemistry , Polyethylenes/chemistry , Acrylates/chemistry , Animals , COS Cells , Cell Line, Tumor , Cell Survival , Chlorocebus aethiops , Cross-Linking Reagents/chemistry , Genetic Vectors/genetics , Humans , Luciferases/genetics , Luciferases/metabolism , Male , Mice , Molecular Structure , Polyelectrolytes , Transfection/methods , beta-Galactosidase/genetics , beta-Galactosidase/metabolism
14.
Expert Opin Biol Ther ; 5(4): 495-505, 2005 Apr.
Article in English | MEDLINE | ID: mdl-15934828

ABSTRACT

Influenza A virus causes one of the most prevalent infections in humans. In a typical year, 10-20% of the population of the US is infected by influenza virus, resulting in up to 40,000 deaths and 200,000 hospitalisations. Vaccination is the most effective preventative measure that can protect 70-90% of healthy adults aged < 65; however, the protection rate is much lower in those most susceptible to infection, namely infants, the elderly and individuals with weakened immune systems. Although four drugs have been approved by the FDA for use as prophylaxis and/or treatment of influenza, concerns about their side effects and the emergence of drug-resistant viruses persist. RNA interference (RNAi), an emerging method of post transcriptional gene silencing, appears ideal for the prevention and treatment of influenza. RNAi in mammals can be mediated by short interfering RNAs (siRNAs) of approximately 21-27 nucleotides in length. The authors have previously shown that siRNAs specific for conserved regions of the influenza virus genome are potent inhibitors of influenza virus replication in both cell lines and chicken embryos. This review discusses the recent progress in the in vivo inhibition of influenza virus by the delivery of siRNAs mediated by non-viral vectors, and the prospects of this strategy for prophylaxis and treatment of influenza infection in humans.


Subject(s)
Influenza, Human/genetics , Orthomyxoviridae/genetics , Polyamines/administration & dosage , RNA, Small Interfering/administration & dosage , RNA, Small Interfering/genetics , Animals , Drug Delivery Systems/methods , Gene Targeting/methods , Humans , Influenza, Human/drug therapy , Orthomyxoviridae/drug effects , Polyelectrolytes
15.
Biotechnol Bioeng ; 90(5): 614-20, 2005 Jun 05.
Article in English | MEDLINE | ID: mdl-15818564

ABSTRACT

Aggregation of polyethylenimine (PEI)-DNA complexes severely undermines their utility for gene delivery into mammalian cells. Herein we undertook to elucidate the mechanism of this deleterious phenomenon and to develop rational strategies for its prevention. The effect of temperature, surfactants, complex concentration, ionic strength, viscosity, and pH on the time course of this aggregation was systematically examined. The aggregation process was completely inhibited by 2.5% polyoxyethylene (100) stearate (POES) and to a lesser degree by other nonionic surfactants. Importantly, POES preserved the transfection efficiency of the complexes without inducing toxicity. The aggregation was also reduced by lowering the temperature and pH, diluting the complexes, and increasing the solution viscosity. It is concluded that PEI-DNA complexes aggregate primarily due to hydrophobic interactions, while electrostatic attractions play little role.


Subject(s)
DNA/administration & dosage , DNA/chemistry , Drug Carriers/chemistry , Nanotubes/chemistry , Polyethyleneimine/chemistry , Transfection/methods , Animals , COS Cells , Chlorocebus aethiops , Diffusion , Drug Delivery Systems/methods , Gene Transfer Techniques , Genetic Therapy/methods , Hydrophobic and Hydrophilic Interactions , Macromolecular Substances/analysis , Macromolecular Substances/chemistry , Particle Size
16.
Proc Natl Acad Sci U S A ; 102(16): 5679-84, 2005 Apr 19.
Article in English | MEDLINE | ID: mdl-15824322

ABSTRACT

High-molecular-mass polyethylenimines (PEIs) are widely used vectors for nucleic acid delivery. We found that removal of the residual N-acyl moieties from commercial linear 25-kDa PEI enhanced its plasmid DNA delivery efficiency 21 times in vitro, as well as 10,000 times in mice with a concomitant 1,500-fold enhancement in lung specificity. Several additional linear PEIs were synthesized by acid-catalyzed hydrolysis of poly(2-ethyl-2-oxazoline), yielding the pure polycations. PEI87 and PEI217 exhibited the highest efficiency in vitro: 115-fold and 6-fold above those of the commercial and deacylated PEI25s, respectively; moreover, PEI87 delivered DNA to mouse lung as efficiently as the pure PEI25 but at a lower concentration and with a 200-fold lung specificity. These improvements stem from an increase in the number of protonatable nitrogens, which presumably results in a tighter condensation of plasmid DNA and a better endosomal escape of the PEI/DNA complexes. As a validation of the potential of such linear, fully deacylated PEIs in gene therapy for lung diseases, systemic delivery in mice of the complexes of a short interfering RNA (siRNA) against a model gene, firefly luciferase, and PEI25 or PEI87 afforded a 77% and 93% suppression of the gene expression in the lungs, respectively. Furthermore, a polyplex of a siRNA against the influenza viral nucleocapsid protein gene and PEI87 resulted in a 94% drop of virus titers in the lungs of influenza-infected animals.


Subject(s)
Gene Transfer Techniques , Lung/metabolism , Polyethyleneimine/chemistry , Polyethyleneimine/metabolism , Acylation , Animals , Cell Line, Tumor , Gene Expression Regulation , Humans , Influenza, Human/drug therapy , Influenza, Human/genetics , Mice , Orthomyxoviridae/drug effects , Orthomyxoviridae/metabolism , Polyethyleneimine/therapeutic use , RNA, Small Interfering/genetics , RNA, Small Interfering/metabolism , RNA, Small Interfering/pharmacology , RNA, Small Interfering/therapeutic use
17.
Pharm Res ; 22(3): 373-80, 2005 Mar.
Article in English | MEDLINE | ID: mdl-15835742

ABSTRACT

PURPOSE: Polyethylenimine (PEI) is among the most efficient nonviral gene delivery vectors. Its efficiency and cytotoxicity depend on molecular weight, with the 25-kDa PEI being most efficient but cytotoxic. Smaller PEIs are noncytotoxic but less efficient. Enhancement in gene delivery efficiency with minimal cytotoxicity by cross-linking of small PEIs via potentially biodegradable linkages was explored herein. The hypothesis was that cross-linking would raise the polycation's effective molecular weight and hence the transfection efficiency, while biodegradable linkages would undergo the intracellular breakdown after DNA delivery and hence not lead to cytotoxicity. Toward this goal, we carried out cross-linking of branched 2-kDa PEI and its 1:1 (w/w) mixture with a linear 423-Da PEI via ester- and/or amide-bearing linkages; the in vitro and in vivo gene delivery efficiency, as well as toxicity to mammalian cells, of the resultant cross-linked polycations were investigated. METHODS: The efficiency of the cross-linked PEIs in delivering in vitro a plasmid containing beta-galactosidase gene and their cytotoxicity were investigated in monkey kidney cells (COS-7). Dynamic light scattering was used to compare the relative DNA condensation efficiency of the unmodified and cross-linked PEIs. In vivo gene delivery efficiency was evaluated by intratracheal delivery in mice of the complexes of a luciferase-encoding plasmid and the PEIs and estimating the luciferase expression in the lungs. RESULTS: Cross-linking boosted the gene delivery efficiency of the small PEIs by 40- to 550-fold in vitro; the efficiency of the most potent conjugates even exceeded by an order of magnitude that of the branched 25-kDa PEI. Effective condensation of DNA was evident from the fact that the mean diameter of the complexes of the cross-linked PEIs was some 300 nm with a narrow size distribution, while the complexes of the unmodified small PEIs exhibited a mean size of >700 nm with a very broad size distribution. At concentrations where the 25-kDa PEI resulted in >95% cell death, the conjugates afforded nearly full cell viability. The cross-linked PEIs were 17 to 80 times more efficient than the unmodified ones in vivo; furthermore, their efficiencies were up to twice that of the 25-kDa PEI. CONCLUSIONS: Cross-linking of small PEIs with judiciously designed amide- and ester-bearing linkers boosts their gene delivery efficiency both in vitro and in vivo without increasing the cytotoxicity. The high efficiency is dependent on the nature of the linkages and the PEIs used.


Subject(s)
Cross-Linking Reagents/administration & dosage , DNA/administration & dosage , DNA/genetics , Drug Delivery Systems/methods , Polyethyleneimine/administration & dosage , Animals , COS Cells , Cell Survival/drug effects , Cell Survival/physiology , Chlorocebus aethiops , Genetic Therapy/methods , Male , Mice , Mice, Inbred C57BL
18.
J Gene Med ; 7(5): 657-63, 2005 May.
Article in English | MEDLINE | ID: mdl-15543529

ABSTRACT

BACKGROUND: The relatively high transfection efficiency of polyethylenimine (PEI) vectors has been hypothesized to be due to their ability to avoid trafficking to degradative lysosomes. According to the proton sponge hypothesis, the buffering capacity of PEI leads to osmotic swelling and rupture of endosomes, resulting in the release of the vector into the cytoplasm. METHODS: The mechanism of PEI-mediated DNA transfer was investigated using quantitative methods to study individual steps in the overall transfection process. In addition to transfection efficiency, the cellular uptake, local pH environment, and stability of vectors were analyzed. N-Quaternized (and therefore non-proton sponge) versions of PEI and specific cell function inhibitors were used to further probe the proton sponge hypothesis. RESULTS: Both N-quaternization and the use of bafilomycin A1 (a vacuolar proton pump inhibitor) reduced the transfection efficiency of PEI by approximately two orders of magnitude. Chloroquine, which buffers lysosomes, enhanced the transfection efficiency of N-quaternized PEIs and polylysine by 2-3-fold. In contrast, chloroquine did not improve the transfection efficiency of PEI. The measured average pH environment of PEI vectors was 6.1, indicating that they successfully avoid trafficking to acidic lysosomes. Significantly lower average pH environments were observed for permethyl-PEI (pH 5.4), perethyl-PEI (pH 5.1), and polylysine (pH 4.6) vectors. Cellular uptake levels of permethyl-PEI and perethyl-PEI vectors were found to be 20 and 90% higher, respectively, than that of parent PEI vectors, indicating that the reduction in transfection activity of the N-quaternized PEIs is due to a barrier downstream of cellular uptake. A polycation/DNA-binding affinity assessment showed that the more charge dense N-quaternized PEIs bind DNA less tightly than PEI, demonstrating that poor vector unpackaging was not responsible for the reduced transfection activity of the N-quaternized PEIs. CONCLUSIONS: The results obtained are consistent with the proton sponge hypothesis and strongly suggest that the transfection activity of PEI vectors is due to their unique ability to avoid acidic lysosomes.


Subject(s)
DNA/administration & dosage , Gene Transfer Techniques , Genetic Vectors/metabolism , Polyethyleneimine/analogs & derivatives , Polyethyleneimine/pharmacology , Proton Pump Inhibitors , Animals , Anti-Bacterial Agents/pharmacology , COS Cells , Chlorocebus aethiops , Chloroquine/pharmacology , Cytoplasm/metabolism , Endosomes/metabolism , Hydrogen-Ion Concentration , Luciferases/metabolism , Macrolides/pharmacology , Polylysine/metabolism , Polymers/metabolism
19.
Proc Natl Acad Sci U S A ; 100(16): 9138-43, 2003 Aug 05.
Article in English | MEDLINE | ID: mdl-12886020

ABSTRACT

Branched polyethylenimine (PEI) chains with an average molecular mass of 2 kDa (PEI2) have been covalently attached to gold nanoparticles (GNPs), and the potency of the resulting PEI2-GNPs conjugates as vectors for the delivery of plasmid DNA into monkey kidney (COS-7) cells in the presence of serum in vitro has been systematically investigated. The transfection efficiencies vary as a function of the PEI/gold molar ratio in the conjugates, with the best one (PEI2-GNPII) being 12 times more potent than the unmodified polycation. This potency can be further doubled by adding amphiphilic N-dodecyl-PEI2 during complex formation with DNA. The resulting ternary complexes are at least 1 order of magnitude more efficient than the 25-kDa PEI, one of the premier polycationic gene-delivery vectors. Importantly, although unmodified PEI2 transfects just 4% of the cells, PEI2-GNPII transfects 25%, and the PEI2-GNPII/dodecyl-PEI2 ternary complex transfects 50% of the cells. The intracellular trafficking of the DNA complexes of these vectors, monitored by transmission electron microscopy, has detected the complexes in the nucleus <1 h after transfection.


Subject(s)
Gold/chemistry , Plasmids/metabolism , Polyethyleneimine/chemistry , Animals , COS Cells , Cell Nucleus/metabolism , Chromogenic Compounds/pharmacology , DNA/metabolism , Galactosides/pharmacology , Gene Transfer Techniques , Genetic Vectors , Humans , Indoles/pharmacology , Microscopy, Electron , Models, Chemical , Nanotechnology , Spectrophotometry , Time Factors , Transfection
20.
Proc Natl Acad Sci U S A ; 99(23): 14640-5, 2002 Nov 12.
Article in English | MEDLINE | ID: mdl-12403826

ABSTRACT

The effect of various chemical modifications of nitrogen atoms on the efficiency of polyethylenimines (PEIs) as synthetic vectors for the delivery of plasmid DNA into monkey kidney cells in vitro has been systematically investigated. The resultant structure-activity relationship has both provided mechanistic insights and led to PEI derivatives with markedly enhanced performance. For example, N-acylation of PEI with the molecular mass of 25 kDa (PEI25, one of the most potent polycationic gene delivery vectors) with alanine nearly doubles its transfection efficiency in the presence of serum and also lowers its toxicity. Furthermore, dodecylation of primary amino groups of 2-kDa PEI yields a nontoxic polycation whose transfection efficiency in the presence of serum is 400 times higher than the parent's and which exceeds 5-fold even that of PEI25.


Subject(s)
Genes, Synthetic , Genetic Vectors , Plasmids , Polyethyleneimine , Transfection/methods , Animals , COS Cells , Cell Line , Chlorocebus aethiops , Indicators and Reagents , Mammals
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