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Lu Z, Zongjie G, Qianyu Z, Xueyan L, Kexin W, Baoyan C, Ran T, Fang R, Hui H, Huali C. Preparation and characterization of a gemini surfactant-based biomimetic complex for gene delivery. Eur J Pharm Biopharm 2023; 182:92-102. [PMID: 36509322 DOI: 10.1016/j.ejpb.2022.12.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 11/18/2022] [Accepted: 12/05/2022] [Indexed: 12/14/2022]
Abstract
Gemini surfactants (GS) have been explored as non-viral gene delivery systems. Nevertheless, their cytotoxicity and the limitations in the in vivo studies have impeded their development. To attenuate toxicity and further explore their possibilities in gene delivery, a series of GS (18-7-18)-based gene delivery systems complexed with red blood cell membranes (RBCM) or/and DOPE-PEG2000 (DP) were prepared and evaluated. EGFP-encoding plasmids were delivered via GS-based complexes and the efficiency of gene transfection was evaluated by imaging of the major organs after intravenous administration in mice and qPCR quantification in hepatocytes. In order to assess the safety of GS-based complexes, the hemolysis test, serum biochemical indices, H&E staining and CCK-8 test were examined. The results revealed that EGFP was primarily expressed in livers, and all complexes showed minimal acute toxicity to major organs. Moreover, we found that the dual incorporation of RBCM and DP could significantly elevate the transfection efficiency and cell viability in hepatocytes. Overall, the results indicated that GS-based complexes possessed great potential as vectors for gene delivery both in vivo and in vitro and the dual incorporation of RBCM and DP could be a promising gene delivery approach with high transfection efficacy and low toxicity.
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Affiliation(s)
- Zhou Lu
- Chongqing Key Laboratory of Biochemistry and Molecular Pharmacology, College of Pharmacy, Chongqing Medical University, Medical School Road, Yuzhong District, Chongqing 400042, PR China
| | - Gan Zongjie
- Chongqing Key Laboratory of Biochemistry and Molecular Pharmacology, College of Pharmacy, Chongqing Medical University, Medical School Road, Yuzhong District, Chongqing 400042, PR China
| | - Zhang Qianyu
- Chongqing Key Laboratory of Biochemistry and Molecular Pharmacology, College of Pharmacy, Chongqing Medical University, Medical School Road, Yuzhong District, Chongqing 400042, PR China
| | - Liu Xueyan
- Chongqing Key Laboratory of Biochemistry and Molecular Pharmacology, College of Pharmacy, Chongqing Medical University, Medical School Road, Yuzhong District, Chongqing 400042, PR China
| | - Wu Kexin
- Chongqing Key Laboratory of Biochemistry and Molecular Pharmacology, College of Pharmacy, Chongqing Medical University, Medical School Road, Yuzhong District, Chongqing 400042, PR China
| | - Chen Baoyan
- Chongqing Key Laboratory of Biochemistry and Molecular Pharmacology, College of Pharmacy, Chongqing Medical University, Medical School Road, Yuzhong District, Chongqing 400042, PR China
| | - Tao Ran
- Chongqing Key Laboratory of Biochemistry and Molecular Pharmacology, College of Pharmacy, Chongqing Medical University, Medical School Road, Yuzhong District, Chongqing 400042, PR China
| | - Ren Fang
- Chongqing Key Laboratory of Biochemistry and Molecular Pharmacology, College of Pharmacy, Chongqing Medical University, Medical School Road, Yuzhong District, Chongqing 400042, PR China
| | - Hu Hui
- Chongqing Key Laboratory of Biochemistry and Molecular Pharmacology, College of Pharmacy, Chongqing Medical University, Medical School Road, Yuzhong District, Chongqing 400042, PR China
| | - Chen Huali
- Chongqing Key Laboratory of Biochemistry and Molecular Pharmacology, College of Pharmacy, Chongqing Medical University, Medical School Road, Yuzhong District, Chongqing 400042, PR China.
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Chang SM, Yu CY, Chen YF. Mechanism of endosomal escape by pH-responsive nucleic-acid vectors. Phys Rev E 2022; 106:034408. [PMID: 36266809 DOI: 10.1103/physreve.106.034408] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Accepted: 08/08/2022] [Indexed: 06/16/2023]
Abstract
Successful intracellular delivery of nucleic acids (NAs) hinges on many factors, one of them being NAs' efficacious escape from endosomes. As competent NA vectors, pH-responsive gemini surfactants (GSs) might achieve high efficacy by facilitating endosomal escape. However, how the GSs assist the escape remains debated as many proposed mechanisms still lack experimental support, which hinders replication and further improvement of the efficient delivery. Here, via UV, fluorescence spectroscopy, and small-angle neutron scattering (SANS), we examined a pH-responsive GS's and a pH-unresponsive GS's capabilities to compact DNA and withstand binding competition, and their interactions with model endosomal and lysosomal membranes, at varied pHs. Acidification-driven enhancement of DNA-compaction capability and of stability against binding competition were found specific to the pH-responsive GS. Alongside the pH-responsive GS's structural perturbation to the membranes as observed with SANS, the features suggest that pH-responsive GSs facilitate endosomal escape by releasing excess GS molecules from DNA-GS complexes upon acidification in endosome maturation, with the released GS molecules disrupting endosomal and lysosomal membranes and thereby assisting the escape. A general design principle for NA vectors is proposed on the basis of this experimental finding.
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Affiliation(s)
- Shih-Min Chang
- Department of Chemical and Materials Engineering, National Central University, Taoyuan 32001, Taiwan
| | - Chia Ying Yu
- Department of Chemical and Materials Engineering, National Central University, Taoyuan 32001, Taiwan
| | - Yi-Fan Chen
- Department of Chemical and Materials Engineering, National Central University, Taoyuan 32001, Taiwan
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Narsineni L, Foldvari M. Dicationic Amino Substituted Gemini Surfactants and their Nanoplexes: Improved Synthesis and Characterization of Transfection Efficiency and Corneal Penetration In Vitro. Pharm Res 2020; 37:144. [PMID: 32666411 DOI: 10.1007/s11095-020-02836-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2020] [Accepted: 04/29/2020] [Indexed: 01/01/2023]
Abstract
PURPOSE To formulate and characterize nanoparticles from m-7NH-m gemini surfactants, synthesized by a new improved method, for non-invasive gene delivery including optimization of composition for transfection efficiency and corneal penetration. METHODS A one-pot, solvent-free, DMAP-free method was developed for the synthesis of m-7NH-m (m = 12-18) gemini surfactant series. Lipoplexes (LPXs) and nanoplexes (NPXs) of gemini surfactant-plasmid DNA were formulated with and without DOPE helper lipid, respectively, at various charge ratios and characterized by dynamic light scattering and zeta potential measurements. Transfection efficiency, cellular toxicity, effect of DOPE and gene expression kinetic studies were carried out in A7 astrocytes by flow cytometry and confocal microscopy. Corneal penetration studies of 18-7NH-18 NPXs were carried out using 3D EpiCorneal® tissue model. RESULTS The new synthesis method provides a two-fold improved yield and the production of a pure species of m-7NH-m without DMAP and trimeric m-7N(m)-m surfactants as impurities. Structure and purity was confirmed by ESI-MS, 1H NMR spectroscopy and surface tension measurements. Particle size of 199.80 ± 1.83 nm ± S.D. and a zeta potential value of +30.18 ± 1.17 mV ± S.D. was obtained for 18-7NH-18 5:1 ratio NPXs showed optimum transfection efficiency (10.97 ± 0.11%) and low toxicity (92.97 ± 0.57% viability) at the 48-h peak expression. Inclusion of DOPE at 1: 0.5 and 1:1 ratios to gemini surfactant reduced transfection efficiency and increased toxicity. Treatment of EpiCorneal® tissue model showed deep penetration of up to 100 μm with 18-7NH-18 NPXs. CONCLUSION Overall, 18-7NH-18 NPXs are potential gene delivery systems for ophthalmic gene delivery and for further in vivo studies.
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Affiliation(s)
- Lokesh Narsineni
- School of Pharmacy, University of Waterloo, 200 University Avenue West, Waterloo, Ontario, N2L 3G1, Canada
| | - Marianna Foldvari
- School of Pharmacy, University of Waterloo, 200 University Avenue West, Waterloo, Ontario, N2L 3G1, Canada. .,School of Pharmacy, Center for Bioengineering and Biotechnology, Waterloo Institute of Nanotechnology, University of Waterloo, 200 University Avenue West, Waterloo, Ontario, N2L 3G1, Canada.
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Jin W, Purves R, Krol E, Badea I, El-Aneed A. Mass Spectrometric Detection and Characterization of Metabolites of Gemini Surfactants Used as Gene Delivery Vectors. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2020; 31:366-378. [PMID: 31922726 DOI: 10.1021/jasms.9b00004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Gemini surfactants are a class of lipid molecules that have been successfully used in vitro and in vivo as nonviral gene delivery vectors. However, the biological fate of gemini surfactants has not been well investigated. In particular, the metabolism of gemini surfactants after they enter cells as gene delivery vehicles is unknown. In this work, we used a high-resolution quadrupole-Orbitrap mass spectrometry (Q-Exactive) instrument to detect the metabolites of three model gemini surfactants, namely, (a) unsubstituted (16-3-16), (b) with pyridinium head groups (16(Py)-S-2-S-16(Py)), and (c) substituted with a glycyl-lysine di-peptide (16-7N(GK)-16). The metabolites were characterized, and structures were proposed, based on accurate masses and characteristic product ions. The metabolism of the three gemini surfactants was very different as 16-3-16 was not metabolized in PAM 212 cells, whereas 16(Py)-S-2-S-16(Py) was metabolized primarily via phase I reactions, including oxidation and dealkylation, producing metabolites that could be linked to its observed high toxicity. The third gemini surfactant 16-7N(GK)-16 was metabolized mainly via phase II reactions, including methylation, acetylation, glucose conjugation, palmityl conjugation, and stearyl conjugation. The metabolism of gemini surfactants provides insight for future directions in the design and development of more effective gemini surfactants with lower toxicity. The reported approach can also be applied to study the metabolism of other structurally related gemini surfactants.
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Affiliation(s)
- Wei Jin
- Drug Design & Discovery Group, College of Pharmacy and Nutrition , University of Saskatchewan , 107 Wiggins Road , Saskatoon , Saskatchewan Canada , S7N 5E5
| | - Randy Purves
- Drug Design & Discovery Group, College of Pharmacy and Nutrition , University of Saskatchewan , 107 Wiggins Road , Saskatoon , Saskatchewan Canada , S7N 5E5
- Centre for Veterinary Drug Residues , Canadian Food Inspection Agency , 116 Veterinary Road , Saskatoon , Saskatchewan Canada , S7N 2R3
| | - Ed Krol
- Drug Design & Discovery Group, College of Pharmacy and Nutrition , University of Saskatchewan , 107 Wiggins Road , Saskatoon , Saskatchewan Canada , S7N 5E5
| | - Ildiko Badea
- Drug Design & Discovery Group, College of Pharmacy and Nutrition , University of Saskatchewan , 107 Wiggins Road , Saskatoon , Saskatchewan Canada , S7N 5E5
| | - Anas El-Aneed
- Drug Design & Discovery Group, College of Pharmacy and Nutrition , University of Saskatchewan , 107 Wiggins Road , Saskatoon , Saskatchewan Canada , S7N 5E5
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Jin W, Al-Dulaymi M, Badea I, Leary SC, Rehman J, El-Aneed A. Cellular Uptake and Distribution of Gemini Surfactant Nanoparticles Used as Gene Delivery Agents. AAPS JOURNAL 2019; 21:98. [PMID: 31388860 DOI: 10.1208/s12248-019-0367-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/23/2019] [Accepted: 07/15/2019] [Indexed: 12/14/2022]
Abstract
Gemini surfactants are promising molecules utilized as non-viral gene delivery vectors. However, little is known about their cellular uptake and distribution after they release their therapeutic cargo. Therefore, we quantitatively evaluated the cellular uptake and distribution of three gemini surfactants: unsubstituted (16-3-16), with pyridinium head groups (16(Py)-S-2-S-16(Py)) and substituted with a glycyl-lysine di-peptide (16-7N(GK)-16). We also assessed the relationship between cellular uptake and distribution of each gemini surfactant and its overall efficiency and toxicity. Epidermal keratinocytes PAM 212 were treated with gemini surfactant nanoparticles formulated with plasmid DNA and harvested at various time points to collect the enriched nuclear, mitochondrial, plasma membrane, and cytosolic fractions. Gemini surfactants were then extracted from each subcellular fraction and quantified using a validated flow injection analysis-tandem mass spectrometry (FIA-MS/MS) method. Mass spectrometry is superior to the use of fluorescent tags that alter the physicochemical properties and pharmacokinetics of the nanoparticles and can be cleaved from the gemini surfactant molecules within biological systems. Overall, a significantly higher cellular uptake was observed for 16-7N(GK)-16 (17.0%) compared with 16-3-6 (3.6%) and 16(Py)-S-2-S-16(Py) (1.4%), which explained the relatively higher transfection efficiency of 16-7N(GK)-16. Gemini surfactants 16-3-16 and 16(Py)-S-2-S-16(Py) displayed similar subcellular distribution patterns, with major accumulation in the nucleus, followed by the mitochondrion, cytosol, and plasma membrane. In contrast, 16-7N(GK)-16 was relatively evenly distributed across all four subcellular fractions. However, accumulation within the nucleus after 5 h of treatment was the highest for 16(Py)-S-2-S-16(Py) (50.3%), followed by 16-3-16 (41.8%) and then 16-7N(GK)-16 (33.4%), possibly leading to its relatively higher toxicity. Graphical Abstract.
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Affiliation(s)
- Wei Jin
- Drug Design & Discovery Group, College of Pharmacy and Nutrition, University of Saskatchewan, 107 Wiggins Road, Saskatoon, Saskatchewan, S7N 5E5, Canada
| | - Mays Al-Dulaymi
- Drug Design & Discovery Group, College of Pharmacy and Nutrition, University of Saskatchewan, 107 Wiggins Road, Saskatoon, Saskatchewan, S7N 5E5, Canada
| | - Ildiko Badea
- Drug Design & Discovery Group, College of Pharmacy and Nutrition, University of Saskatchewan, 107 Wiggins Road, Saskatoon, Saskatchewan, S7N 5E5, Canada
| | - Scot C Leary
- Department of Biochemistry, Microbiology and Immunology, University of Saskatchewan, 107 Wiggins Road, Saskatoon, Saskatchewan, S7N 5E5, Canada
| | - Jeveria Rehman
- Department of Chemistry, University of Saskatchewan, 110 Science Place, Saskatoon, Saskatchewan, S7N 5C9, Canada
| | - Anas El-Aneed
- Drug Design & Discovery Group, College of Pharmacy and Nutrition, University of Saskatchewan, 107 Wiggins Road, Saskatoon, Saskatchewan, S7N 5E5, Canada.
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Pengnam S, Patrojanasophon P, Rojanarata T, Ngawhirunpat T, Yingyongnarongkul BE, Radchatawedchakoon W, Opanasopit P. A novel plier-like gemini cationic niosome for nucleic acid delivery. J Drug Deliv Sci Technol 2019. [DOI: 10.1016/j.jddst.2019.04.032] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Jin W, Badea I, Leary SC, El-Aneed A. The determination of gemini surfactants used as gene delivery agents in cellular matrix using validated tandem mass spectrometric method. J Pharm Biomed Anal 2019; 164:164-172. [PMID: 30390558 DOI: 10.1016/j.jpba.2018.10.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2018] [Revised: 09/25/2018] [Accepted: 10/01/2018] [Indexed: 12/14/2022]
Abstract
A simple, reliable flow injection analysis (FIA)-tandem mass spectrometric (MS/MS) method was developed for the determination of gemini surfactants, designated as 16-3-16, 16(Py)-S-2-S-(Py)16 and 16-7N(GK)-16, as gene delivery agents in cellular matrix. 16-3-16 is a conventional gemini surfactant bearing two quaternary amines, linked by a 3-carbon spacer region, 16(Py)-S-2-S-(Py)16 contains two pyridinium head groups, while 16-7N(GK)-16 bears a glycine-lysine di-peptide in the space region. The method was fully validated according to USFDA guidelines. It is the first time that FIA-MS/MS method was developed for the quantification of gemini surfactants, belonging to different structural families. The method was superior to existing liquid chromatographic (LC)-MS/MS methods in terms of sensitivity and time of analysis. Positive electrospray ionization (ESI) in the multiple reaction monitoring (MRM) mode were used on a triple quadrupole-linear ion trap (4000 QTRAP®) instrument. Deuterated internal standards were used to correct for matrix effects and variations in ionization within the ESI source. Isotope dilution standard curves were established in cellular matrix, with a linear range of 10 nM-1000 nM for 16-3-16 and 16(Py)-S-2-S-(Py)16, and 20 nM-2000 nM for 16-7N(GK)-16. The precision, accuracy, recovery and stability were all within the acceptable ranges as per the USFDA guidelines. The method was successfully applied for the quantification of target gemini surfactants in the nuclear fraction of PAM 212 keratinocyte cells treated with nanoparticles, which varied significantly and may explain differences in the observed efficiency and/or toxicity of these gemini surfactants in gene delivery.
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Affiliation(s)
- Wei Jin
- Drug Design & Discovery Group, College of Pharmacy and Nutrition, University of Saskatchewan, 107 Wiggins Road, Saskatoon, SK, S7N 5E5, Canada
| | - Ildiko Badea
- Drug Design & Discovery Group, College of Pharmacy and Nutrition, University of Saskatchewan, 107 Wiggins Road, Saskatoon, SK, S7N 5E5, Canada
| | - Scot C Leary
- Department of Biochemistry, Microbiology and Immunology, University of Saskatchewan, 107 Wiggins Road, Saskatoon, SK, S7N 5E5, Canada
| | - Anas El-Aneed
- Drug Design & Discovery Group, College of Pharmacy and Nutrition, University of Saskatchewan, 107 Wiggins Road, Saskatoon, SK, S7N 5E5, Canada.
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Taheri-Araghi S, Chen DW, Kohandel M, Sivaloganathan S, Foldvari M. Tuning optimum transfection of gemini surfactant-phospholipid-DNA nanoparticles by validated theoretical modeling. NANOSCALE 2019; 11:1037-1046. [PMID: 30569915 DOI: 10.1039/c8nr06442c] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Gemini nanoparticles (NPs) are a family of non-viral gene delivery systems with potential for applications in non-invasive gene therapy. Translation of these non-viral gene delivery systems requires improvement of transfection efficiency (TE) through fine-tuning of their physicochemical properties such as electric charge and exact ratios of their components. Since high-throughput experimental screening of minute differences in NP compositions is not routinely feasible, we have developed a coarse-grained model to quantitatively study the energetics of the formation of gene delivery complexes with cationic gemini surfactants (G) (m-s-m type) and helper lipids (H) (1,2-dioleoyl-sn-glycero-3-phosphoethanolamine (DOPE) and DOPE/1,2-dipalmitoyl-sn-glycerol-3-phosphocholine (DPPC)), in order to use it as a tool to predict effective compositions. The model is based on the polymorphic structural conformational flip of NPs and incorporates the electrostatic, entropic and elastic energies, to predict the formation energy and stability of different polymorphic structures as a function of the electric charge of cationic surfactants and concentration of constituent helper lipids. Our results show that these two factors are intertwined in determining the behavior of gene delivery vectors. Specifically, we show that increasing H/G lowers free energy per DNA base pair and increases the stability of the complex. At pH 7, low H/G and charge ratio (ρ±), where the lamellar structure is favored, the formation free energy per DNA base pair is between 0 and -14kBT. At higher values of H/G (2-3) and ρ±, where HII and cubic structures are formed, the formation free energy drops down to values ≈-50kBT, indicating the stable existence of these polymorphic structures in the NPs. At pH 5, the structural transformation of NPs in the endosomes to the lamellar/HII structure with free energy values of about -40kBT is beneficial for endosomal escape, and correlates with increased transfection efficiency. The theoretical model is supported by transfection data in A7 astrocytes with a panel of 16-3-16 gemini NPs, which validates the mathematical model and supports the hypothesis that the NP polymorphic phase transition increases transfection efficiency.
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Affiliation(s)
- Sattar Taheri-Araghi
- School of Pharmacy, University of Waterloo, 10 Victoria St S., Kitchener, ON N2G 1C5, Canada.
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Al-Dulaymi M, Michel D, Chitanda JM, El-Aneed A, Verrall RE, Grochulski P, Badea I. Molecular Engineering as an Approach To Modulate Gene Delivery Efficiency of Peptide-Modified Gemini Surfactants. Bioconjug Chem 2018; 29:3293-3308. [PMID: 30169953 DOI: 10.1021/acs.bioconjchem.8b00480] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
The unique molecular structure confers the diquaternary ammonium gemini surfactants with enhanced nucleic acid complexation ability, bottom-up design flexibility, and relatively low cytotoxicity. To capitalize on their potential as gene delivery vectors, novel structural modifications should be explored. In this work, 22 novel peptide-modified gemini surfactants with various alkyl tails and peptide spacer modifications were evaluated. This work represents the first report of dendrimer-like gemini surfactants and first evaluation of the impact of incorporating a hydrocarbon linker into the peptide chain. Our aim was to establish a structure activity relationship of the peptide-modified gemini surfactants and to identify the fundamental architectural requirements needed for the ultimate gene delivery systems. In vitro assessment revealed that the highest transfection efficiency and lowest cytotoxicity were associated with the glycyl-lysine modified gemini surfactants having the hexadecyl tail, 16-7N(G-K)-16. In fact, it showed an 8-fold increase in secreted protein with 20% increase in cell viability relative to the first-generation unsubstituted gemini surfactants. Further increase in the size of the attached peptides resulted in a decrease in the transfection efficiency and cell viability. Whereas the incorporation of a hydrocarbon linker into the peptide chain decreased the transfection efficiency of compounds with dipeptides, it increased the transfection efficiency of compounds with larger peptide chains. Such an increase was more prominent with the incorporation of a longer hydrocarbon linker. We conclude that a balance between the hydrophilic and hydrophobic characteristics of the compound is necessary since it results in physicochemical parameters conducive to the gene delivery process.
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Affiliation(s)
| | | | | | | | | | - Pawel Grochulski
- Canadian Light Source , Saskatoon , Saskatchewan S7N 4L5 , Canada
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10
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Damen M, Groenen AJJ, van Dongen SFM, Nolte RJM, Scholte BJ, Feiters MC. Transfection by cationic gemini lipids and surfactants. MEDCHEMCOMM 2018; 9:1404-1425. [PMID: 30288217 PMCID: PMC6148748 DOI: 10.1039/c8md00249e] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/14/2018] [Accepted: 07/11/2018] [Indexed: 12/13/2022]
Abstract
Diseases that are linked to defective genes or mutations can in principle be cured by gene therapy, in which damaged or absent genes are either repaired or replaced by new DNA in the nucleus of the cell. Related to this, disorders associated with elevated protein expression levels can be treated by RNA interference via the delivery of siRNA to the cytoplasm of cells. Polynucleotides can be brought into cells by viruses, but this is not without risk for the patient. Alternatively, DNA and RNA can be delivered by transfection, i.e. by non-viral vector systems such as cationic surfactants, which are also referred to as cationic lipids. In this review, recent progress on cationic lipids as transfection vectors will be discussed, with special emphasis on geminis, surfactants with 2 head groups and 2 tails connected by a spacer.
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Affiliation(s)
- M Damen
- Institute for Molecules and Materials , Faculty of Science , Radboud University , Heyendaalseweg 135 , 6525 AJ Nijmegen , The Netherlands .
| | - A J J Groenen
- Institute for Molecules and Materials , Faculty of Science , Radboud University , Heyendaalseweg 135 , 6525 AJ Nijmegen , The Netherlands .
| | - S F M van Dongen
- Institute for Molecules and Materials , Faculty of Science , Radboud University , Heyendaalseweg 135 , 6525 AJ Nijmegen , The Netherlands .
| | - R J M Nolte
- Institute for Molecules and Materials , Faculty of Science , Radboud University , Heyendaalseweg 135 , 6525 AJ Nijmegen , The Netherlands .
| | - B J Scholte
- Departments of Pediatric pulmonology and Cell Biology , Erasmus MC, P. O. Box 2040 , 3000 CA Rotterdam , The Netherlands
| | - M C Feiters
- Institute for Molecules and Materials , Faculty of Science , Radboud University , Heyendaalseweg 135 , 6525 AJ Nijmegen , The Netherlands .
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Mohammed-Saeid W, Chitanda J, Al-Dulaymi M, Verrall R, Badea I. Design and Evaluation of RGD-Modified Gemini Surfactant-Based Lipoplexes for Targeted Gene Therapy in Melanoma Model. Pharm Res 2017. [PMID: 28643235 DOI: 10.1007/s11095-017-2197-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
PURPOSE We have developed and evaluated novel peptide-targeted gemini surfactant-based lipoplexes designed for melanoma gene therapy. METHODS Integrin receptor targeting peptide, cyclic-arginylglycylaspartic acid (cRGD), was either chemically coupled to a gemini surfactant backbone or physically co-formulated with lipoplexes. Several formulations and transfection techniques were developed. Transfection efficiency and cellular toxicity of the lipoplexes were evaluated in an in vitro human melanoma model. Physicochemical properties were examined using dynamic light scattering, zeta-potential, and small-angle X-ray scattering measurements. RESULTS RGD-modified gemini surfactant based lipoplexes showed significant enhancement in gene transfection activity in A375 cell lines compared to the standard non-targeted formulation, especially when RGD was chemically conjugated to the gemini surfactant (RGD-G). The RGD had no effect on the cell toxicity profile of the lipoplex systems. Targeting specificity was confirmed by using an excess of free RGD and negative control peptide (RAD) and was demonstrated by using normal human epidermal keratinocytes. Physicochemical characterization showed that all nanoparticles were in the optimal size range for cellular uptake and there were no significant differences between RGD-modified and standard lipoplexes. CONCLUSIONS These findings indicate the potential of RGD-modified gemini surfactant-based lipoplexes for use in melanoma gene therapy as an alternative to conventional chemotherapy.
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Affiliation(s)
- Waleed Mohammed-Saeid
- Drug Design and Discovery Research Group, College of Pharmacy and Nutrition, University of Saskatchewan, 107 Wiggins Road, Health Sciences Building, Room 3D01.5, Saskatoon, Saskatchewan, S7N 5E5, Canada.,College of Pharmacy, Taibah University, Medina, Saudi Arabia
| | - Jackson Chitanda
- Department of Chemical and Biological Engineering, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Mays Al-Dulaymi
- Drug Design and Discovery Research Group, College of Pharmacy and Nutrition, University of Saskatchewan, 107 Wiggins Road, Health Sciences Building, Room 3D01.5, Saskatoon, Saskatchewan, S7N 5E5, Canada
| | - Ronald Verrall
- Department of Chemistry, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Ildiko Badea
- Drug Design and Discovery Research Group, College of Pharmacy and Nutrition, University of Saskatchewan, 107 Wiggins Road, Health Sciences Building, Room 3D01.5, Saskatoon, Saskatchewan, S7N 5E5, Canada.
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Peña LC, Argarañá MF, Zan MMD, Giorello A, Antuña S, Prieto CC, Veaute CMI, Müller DM. New Amphiphilic Amino Acid Derivatives for Efficient DNA Transfection <i>in Vitro</i>. ACTA ACUST UNITED AC 2017. [DOI: 10.4236/aces.2017.72014] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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13
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Mekhail GM, Kamel AO, Awad GA, Mortada ND, Rodrigo RL, Spagnuolo PA, Wettig SD. Synthesis and evaluation of alendronate-modified gelatin biopolymer as a novel osteotropic nanocarrier for gene therapy. Nanomedicine (Lond) 2016; 11:2251-73. [PMID: 27527003 DOI: 10.2217/nnm-2016-0151] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
AIM To synthesize an osteotropic alendronate functionalized gelatin (ALN-gelatin) biopolymer for nanoparticle preparation and targeted delivery of DNA to osteoblasts for gene therapy applications. MATERIALS & METHODS Alendronate coupling to gelatin was confirmed using Fourier transform IR, (31)PNMR, x-ray diffraction (XRD) and differential scanning calorimetry. ALN-gelatin biopolymers prepared at various alendronate/gelatin ratios were utilized to prepare nanoparticles and were optimized in combination with DNA and gemini surfactant for transfecting both HEK-293 and MG-63 cell lines. RESULTS Gelatin functionalization was confirmed using the above methods. Uniform nanoparticles were obtained from a nanoprecipitation technique. ALN-gelatin/gemini/DNA complexes exhibited higher transfection efficiency in MG-63 osteosarcoma cell line compared with the positive control. CONCLUSION ALN-gelatin is a promising biopolymer for bone targeting of either small molecules or gene therapy applications.
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Affiliation(s)
- George M Mekhail
- School of Pharmacy, University of Waterloo, 200 University Avenue West, Waterloo, ON, N2L 3G1, Canada.,Department of Pharmaceutics & Industrial Pharmacy, Faculty of Pharmacy, Ain Shams University, Khalifa El-Maamon Street, Abbasiya Square, Cairo 11566, Egypt
| | - Amany O Kamel
- School of Pharmacy, University of Waterloo, 200 University Avenue West, Waterloo, ON, N2L 3G1, Canada.,Department of Pharmaceutics & Industrial Pharmacy, Faculty of Pharmacy, Ain Shams University, Khalifa El-Maamon Street, Abbasiya Square, Cairo 11566, Egypt
| | - Gehanne As Awad
- Department of Pharmaceutics & Industrial Pharmacy, Faculty of Pharmacy, Ain Shams University, Khalifa El-Maamon Street, Abbasiya Square, Cairo 11566, Egypt
| | - Nahed D Mortada
- Department of Pharmaceutics & Industrial Pharmacy, Faculty of Pharmacy, Ain Shams University, Khalifa El-Maamon Street, Abbasiya Square, Cairo 11566, Egypt
| | - Rowena L Rodrigo
- School of Pharmacy, University of Waterloo, 200 University Avenue West, Waterloo, ON, N2L 3G1, Canada
| | - Paul A Spagnuolo
- School of Pharmacy, University of Waterloo, 200 University Avenue West, Waterloo, ON, N2L 3G1, Canada
| | - Shawn D Wettig
- School of Pharmacy, University of Waterloo, 200 University Avenue West, Waterloo, ON, N2L 3G1, Canada.,Waterloo Institute for Nanotechnology, University of Waterloo, 200 University Avenue West, Waterloo, ON, N2L 3G1, Canada
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14
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Al-Dulaymi MA, Chitanda JM, Mohammed-Saeid W, Araghi HY, Verrall RE, Grochulski P, Badea I. Di-Peptide-Modified Gemini Surfactants as Gene Delivery Vectors: Exploring the Role of the Alkyl Tail in Their Physicochemical Behavior and Biological Activity. AAPS JOURNAL 2016; 18:1168-1181. [PMID: 27184577 DOI: 10.1208/s12248-016-9906-1] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/21/2016] [Accepted: 03/13/2016] [Indexed: 12/29/2022]
Abstract
The aim of this work was to elucidate the structure-activity relationship of new peptide-modified gemini surfactant-based carriers. Glycyl-lysine modified gemini surfactants that differ in the length and degree of unsaturation of their alkyl tail were used to engineer DNA nano-assemblies. To probe the optimal nitrogen to phosphate (N/P) ratio in the presence of helper lipid, in vitro gene expression and cell toxicity measurements were carried out. Characterization of the nano-assemblies was accomplished by measuring the particle size and surface charge. Morphological characteristics and lipid organization were studied by small angle X-ray scattering technique. Lipid monolayers were studied using a Langmuir-Blodgett trough. The highest activity of glycyl-lysine modified gemini surfactants was observed with the 16-carbon tail compound at 2.5 N/P ratio, showing a 5- to 10-fold increase in the level of reporter protein compared to the 12 and 18:1 carbon tail compounds. This ratio is significantly lower compared to the previously studied gemini surfactants with alkyl or amino- spacers. In addition, the 16-carbon tail compound exhibited the highest cell viability (85%). This high efficiency is attributed to the lowest critical micelle concentration of the 16-tail gemini surfactant and a balanced packing of the nanoparticles by mixing a saturated and unsaturated lipid together. At the optimal N/P ratio, all nanoparticles exhibited an inverted hexagonal lipid assembly. The results show that the length and nature of the tail of the gemini surfactants play an important role in determining the transgene efficiency of the delivery system. We demonstrated here that the interplay between the headgroup and the nature of tail is specific to each series, thus in the process of rational design, the contribution of the latter should be assessed in the appropriate context.
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Affiliation(s)
- Mays A Al-Dulaymi
- College of Pharmacy and Nutrition, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Jackson M Chitanda
- Department of Chemical and Biological Engineering, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Waleed Mohammed-Saeid
- College of Pharmacy and Nutrition, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | | | - Ronald E Verrall
- Department of Chemistry, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Pawel Grochulski
- College of Pharmacy and Nutrition, University of Saskatchewan, Saskatoon, Saskatchewan, Canada.,Canadian Light Source, Saskatoon, Saskatchewan, Canada
| | - Ildiko Badea
- College of Pharmacy and Nutrition, University of Saskatchewan, Saskatoon, Saskatchewan, Canada.
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15
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Hydrophilic interaction liquid chromatography-tandem mass spectrometry quantitative method for the cellular analysis of varying structures of gemini surfactants designed as nanomaterial drug carriers. J Chromatogr A 2016; 1446:114-24. [PMID: 27086283 DOI: 10.1016/j.chroma.2016.04.013] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2016] [Revised: 03/31/2016] [Accepted: 04/04/2016] [Indexed: 11/21/2022]
Abstract
Diquaternary gemini surfactants have successfully been used to form lipid-based nanoparticles that are able to compact, protect, and deliver genetic materials into cells. However, what happens to the gemini surfactants after they have released their therapeutic cargo is unknown. Such knowledge is critical to assess the quality, safety, and efficacy of gemini surfactant nanoparticles. We have developed a simple and rapid liquid chromatography electrospray ionization-tandem mass spectrometry (LC-ESI-MS/MS) method for the quantitative determination of various structures of gemini surfactants in cells. Hydrophilic interaction liquid chromatography (HILIC) was employed allowing for a short simple isocratic run of only 4min. The lower limit of detection (LLOD) was 3ng/mL. The method was valid to 18 structures of gemini surfactants belonging to two different structural families. A full method validation was performed for two lead compounds according to USFDA guidelines. The HILIC-MS/MS method was compatible with the physicochemical properties of gemini surfactants that bear a permanent positive charge with both hydrophilic and hydrophobic elements within their molecular structure. In addition, an effective liquid-liquid extraction method (98% recovery) was employed surpassing previously used extraction methods. The analysis of nanoparticle-treated cells showed an initial rise in the analyte intracellular concentration followed by a maximum and a somewhat more gradual decrease of the intracellular concentration. The observed intracellular depletion of the gemini surfactants may be attributable to their bio-transformation into metabolites and exocytosis from the host cells. Obtained cellular data showed a pattern that grants additional investigations, evaluating metabolite formation and assessing the subcellular distribution of tested compounds.
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16
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Ahmed T, Kamel AO, Wettig SD. Interactions between DNA and Gemini surfactant: impact on gene therapy: part I. Nanomedicine (Lond) 2016; 11:289-306. [PMID: 26785905 DOI: 10.2217/nnm.15.203] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Nonviral gene therapy using gemini surfactants is a unique approach to medicine that can be adapted toward the treatment of various diseases. Recently, gemini surfactants have been utilized as candidates for the formation of nonviral vectors. The chemical structure of the surfactant (variations in the alkyl tail length and spacer/head group) and the resulting physicochemical properties of the lipoplexes are critical parameters for efficient gene transfection. Moreover, studying the interaction of the surfactant with DNA can help in designing an efficient vector and understanding how transfection complexes overcome various cellular barriers. Part I of this review provides an overview of various types of gemini surfactants designed for gene therapy and their transfection efficiency; and Part II will focus on different novel methods utilized to understand the interactions between the gemini and DNA in a lipoplex.
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Affiliation(s)
- Taksim Ahmed
- School of Pharmacy, University of Waterloo, 200 University Ave. W., Waterloo, ON N2L 3G1, Canada.,Leslie Dan Faculty of Pharmacy, University of Toronto, 144 College Street, Toronto, ON M5S 3M2, Canada
| | - Amany O Kamel
- School of Pharmacy, University of Waterloo, 200 University Ave. W., Waterloo, ON N2L 3G1, Canada.,Department of Pharmaceutics & Industrial Pharmacy, Faculty of Pharmacy, Ain Shams University, Khalifa El-Maamon Street, Abbasiya Square, Cairo 11566, Egypt
| | - Shawn D Wettig
- School of Pharmacy, University of Waterloo, 200 University Ave. W., Waterloo, ON N2L 3G1, Canada.,Waterloo Institute for Nanotechnology, University of Waterloo, 200 University Ave. W., Waterloo, ON N2L 3G1, Canada
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17
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Ahmed T, Kamel AO, Wettig SD. Interactions between DNA and gemini surfactant: impact on gene therapy: part II. Nanomedicine (Lond) 2016; 11:403-20. [PMID: 26784450 DOI: 10.2217/nnm.15.204] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
Nonviral gene delivery, provides distinct treatment modalities for the inherited and acquired diseases, relies upon the encapsulation of a gene of interest, which is then ideally delivered to the target cells. Variations in the chemical structure of gemini surfactants and subsequent physicochemical characteristics of the gemini-based lipoplexes and their impact on efficient gene transfection were assessed in part I, which was published in first March 2016 issue of Nanomedicine (1103). In order to design an efficient vector using gemini surfactants, the interaction of the surfactant with DNA and other components of the delivery system must be characterized, and more critically, well understood. Such studies will help to understand how nonviral transfection complexes, in general, overcome various cellular barriers. The Langmuir-Blodgett monolayer studies, atomic force microscopy, differential scanning calorimetry, isothermal titration calorimetry, small-angle x-ray scattering, are extensively used to evaluate the interaction behavior of gemini surfactants with DNA and other vector components. Part II of this review focuses on the use of these unique techniques to understand their interaction with DNA.
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Affiliation(s)
- Taksim Ahmed
- School of Pharmacy, University of Waterloo, 200 University Ave. W., Waterloo, ON, N2L 3G1, Canada.,Leslie Dan Faculty of Pharmacy, University of Toronto, 144 College Street, Toronto, ON, M5S 3M2, Canada
| | - Amany O Kamel
- School of Pharmacy, University of Waterloo, 200 University Ave. W., Waterloo, ON, N2L 3G1, Canada.,Department of Pharmaceutics & Industrial Pharmacy, Faculty of Pharmacy, Ain Shams University, Khalifa El-Maamon Street, Abbasiya Square, Cairo 11566, Egypt
| | - Shawn D Wettig
- School of Pharmacy, University of Waterloo, 200 University Ave. W., Waterloo, ON, N2L 3G1, Canada.,Waterloo Institute for Nanotechnology, University of Waterloo, 200 University Ave. W., Waterloo, ON, N2L 3G1, Canada
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18
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Akram M, Anwar S, Ansari F, Bhat IA, Kabir-ud-Din KUD. Bio-physicochemical analysis of ethylene oxide-linked diester-functionalized green cationic gemini surfactants. RSC Adv 2016. [DOI: 10.1039/c5ra28129f] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Abstract
A novel series of oxy-diester-functionalized gemini surfactants (Cm-E2O-Cm) were synthesized and a comprehensive analysis of their biophysicochemical properties was carried out.
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Affiliation(s)
- Mohd. Akram
- Department of Chemistry
- Aligarh Muslim University
- Aligarh-202002
- India
| | - Sana Anwar
- Department of Chemistry
- Aligarh Muslim University
- Aligarh-202002
- India
| | - Farah Ansari
- Department of Chemistry
- Aligarh Muslim University
- Aligarh-202002
- India
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19
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Huzil JT, Saliaj E, Ivanova MV, Gharagozloo M, Loureiro MJ, Lamprecht C, Korinek A, Chen DW, Foldvari M. Selective nuclear localization of siRNA by metallic versus semiconducting single wall carbon nanotubes in keratinocytes. Future Sci OA 2015; 1:FSO17. [PMID: 28031892 PMCID: PMC5137862 DOI: 10.4155/fso.15.15] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND The potential use of carbon nanotubes (CNTs) in gene therapy as delivery systems for nucleic acids has been recently recognized. Here, we describe that metallic versus semiconducting single-wall CNTs can produce significant differences in transfection rate and cellular distribution of siRNA in murine PAM212 keratinocytes. RESULTS/METHODOLOGY The results of cell interaction studies, coupled with supportive computational simulations and ultrastructural studies revealed that the use of metallic single wall CNTs resulted in siRNA delivery into both the cytoplasm and nucleus of keratinocytes, whereas semiconducting CNTs resulted in delivery only to the cytoplasm. CONCLUSION Using enriched fractions of metallic or semiconducting CNTs for siRNA complex preparation may provide specific subcellular targeting advantages.
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Affiliation(s)
- John Torin Huzil
- School of Pharmacy, University of Waterloo, 200 University Avenue West, Waterloo, Ontario, N2L 3G1, Canada
| | - Evi Saliaj
- School of Pharmacy, University of Waterloo, 200 University Avenue West, Waterloo, Ontario, N2L 3G1, Canada
| | - Marina V Ivanova
- School of Pharmacy, University of Waterloo, 200 University Avenue West, Waterloo, Ontario, N2L 3G1, Canada
| | - Marjan Gharagozloo
- School of Pharmacy, University of Waterloo, 200 University Avenue West, Waterloo, Ontario, N2L 3G1, Canada
| | - Maria Jimena Loureiro
- School of Pharmacy, University of Waterloo, 200 University Avenue West, Waterloo, Ontario, N2L 3G1, Canada
| | - Constanze Lamprecht
- School of Pharmacy, University of Waterloo, 200 University Avenue West, Waterloo, Ontario, N2L 3G1, Canada
| | - Andreas Korinek
- School of Pharmacy, University of Waterloo, 200 University Avenue West, Waterloo, Ontario, N2L 3G1, Canada
- Canadian Centre for Electron Microscopy, McMaster University, 1280 Main St. W, Hamilton, ON L8S 4L8, Canada
| | - Ding Wen Chen
- School of Pharmacy, University of Waterloo, 200 University Avenue West, Waterloo, Ontario, N2L 3G1, Canada
| | - Marianna Foldvari
- School of Pharmacy, University of Waterloo, 200 University Avenue West, Waterloo, Ontario, N2L 3G1, Canada
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20
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Dong C, Badea I, Poorghorban M, Verrall R, Foldvari M. Impact of phospholipids on plasmid packaging and toxicity of gemini nanoparticles. J Mater Chem B 2015; 3:8806-8822. [PMID: 26693021 DOI: 10.1039/c5tb01400j] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Understanding the relationship of structural modifications on the assembly and disassembly of synthetic or non-viral gene delivery is crucial with regard to their rational development. This study describes the use of fluorescence correlation spectroscopy (FCS), as a new tool, to investigate the effect of systematic chemical modifications to dicationic N,N-bis(dimethylalkyl)-α,ω-alkanediammonium surfactants (gemini surfactants) on the self-assembly and physical properties of a series of gemini nanoparticles (gemini NPs). A systematic screening of 27 gemini-plasmid (GP) complexes and gemini NPs showed that their final morphology is governed by the pre-compaction of plasmid by the gemini surfactants. The assembly process of gemini-plasmid intermediate complex (GP) and the final gemini NP (or gemini-plasmid-lipid complex, GPL) was monitored by the tracking of the Cy5-labeled plasmid. Based on diffusion properties, GP complexes were larger than gemini NPs (300-500 nm for GP and 200-300 nm for GPLs). Stoichiometric analysis of the raw intensity histograms showed that both GPs and GPLs particles were composed of multiple plasmids. The final GPLs contain fewer plasmids (2-20 per particle) compared to the intermediate GP (5-35 per particle). The addition of phospholipids dispersed and stabilized GPs to form GPL, but the type of phospholipid (DOPE or DD 1:3) had little effect on the final size of the particles. The FCS data were both validated and complemented by the results of studies of dynamic light scattering (DLS), atomic force microscopy (AFM), X-ray scattering and dye-exclusion assays. A model for gemini NP assembly involving supramolecular aggregate intermediates is proposed.
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Affiliation(s)
- Chilbert Dong
- School of Pharmacy and Waterloo Institute of Nanotechnology, University of Waterloo, Waterloo, ON, Canada N2L 3G1
| | - Ildiko Badea
- College of Pharmacy and Nutrition University of Saskatchewan, Saskatoon, SK. Canada S7N 2Z4
| | - Masoomeh Poorghorban
- College of Pharmacy and Nutrition University of Saskatchewan, Saskatoon, SK. Canada S7N 2Z4
| | - Ronald Verrall
- Department of Chemistry, University of Saskatchewan, Saskatoon, SK. Canada S7N 5C9
| | - Marianna Foldvari
- School of Pharmacy and Waterloo Institute of Nanotechnology, University of Waterloo, Waterloo, ON, Canada N2L 3G1 ; The Centre for Bioengineering & Biotechnology University of Waterloo, Waterloo, ON, Canada N2L 3G1
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21
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Gharagozloo M, Rafiee A, Chen DW, Foldvari M. A flow cytometric approach to study the mechanism of gene delivery to cells by gemini-lipid nanoparticles: an implication for cell membrane nanoporation. J Nanobiotechnology 2015; 13:62. [PMID: 26415935 PMCID: PMC4587676 DOI: 10.1186/s12951-015-0125-1] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2015] [Accepted: 09/16/2015] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Gemini-lipid nanoparticles have been received major attention recently as non-viral delivery systems due to their successful non-invasive gene delivery through tough barriers such as eye and skin. The aim of this study was to evaluate non-viral gene delivery by a series of dicationic gemini surfactant-phospholipid nanoparticles (GL-NPs) and to explore their mechanism of interaction with cellular membranes of murine PAM212 epidermal keratinocytes. METHODS NPs containing pCMV-tdTomato plasmid encoding red fluorescent protein (RFP) were prepared using 12 different gemini surfactants (m-s-m, with m = 12, 16 and 18C alkyl tail and s = 3 and 7C polymethylene spacer group and 7C substituted spacers with 7NH and 7NCH3) and dioleoylphosphatidylethanolamine helper lipid. RFP gene expression and cell viability status were evaluated using flow cytometry. MitoTracker Deep Red mitochondrial stain and the cell impermeable Sytox red nuclear stain were used as indicators of cell viability and cell membrane integrity, respectively. RESULTS No significant viability loss was detected in cells transfected with 18-3-18, 18-7-18, 18-7NH-18, and 18-7NCH3-18 NPs, whereas a significant reduction of viability was detected in cells treated with 12-3-12, 12-7-12, 12-7NH-12, 16-7NH-16, or 16-7NCH3-16 GL-NPs. Compared to Lipofectamine Plus, 18-3-18 GL-NPs showed higher transfection efficiency and comparable viability profile by evaluation using MitoTracker Deep Red in PAM212 cells. Flow cytometric analysis of PAM212 cells stained with Sytox red revealed two cell populations with low and high fluorescent intensity, representing cells with partially-porated and highly-porated membranes, respectively. Additional combined staining with MitoTracker and ethidium homodimer showed that that 18-3-18 GL-NPs disturbed cell membrane integrity, while cells were still alive and had mitochondrial activity. CONCLUSION Taken together, this study demonstrated that 18-3-18 GL-NPs have higher transfection efficiency and comparable viability profile to the commercial Lipofectamine Plus, and the interaction of 18-3-18 GL-NPs with PAM212 cell membranes involves a permeability increase, possibly through the formation of nanoscale pores, which could explain efficient gene delivery. This novel nanoconstruct appears to be a promising delivery system for further skin gene therapy studies in vivo.
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Affiliation(s)
- Marjan Gharagozloo
- School of Pharmacy, University of Waterloo, 200 University Avenue West, Waterloo, ON, N2L 3G1, Canada.
| | - Amirreza Rafiee
- School of Pharmacy, University of Waterloo, 200 University Avenue West, Waterloo, ON, N2L 3G1, Canada.
| | - Ding Wen Chen
- School of Pharmacy, University of Waterloo, 200 University Avenue West, Waterloo, ON, N2L 3G1, Canada.
| | - Marianna Foldvari
- School of Pharmacy, University of Waterloo, 200 University Avenue West, Waterloo, ON, N2L 3G1, Canada.
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22
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Berchel M, Le Gall T, Haelters JP, Lehn P, Montier T, Jaffrès PA. Cationic Lipophosphoramidates Containing a Hydroxylated Polar Headgroup for Improving Gene Delivery. Mol Pharm 2015; 12:1902-10. [DOI: 10.1021/mp500807k] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Mathieu Berchel
- CEMCA, CNRS UMR
6521, SFR ScInBioS, Université Européenne de Bretagne,
Université de Brest, Brest, France
- Plateforme
IBiSASynNanoVect,
SFR ScInBioS, Université de Bretagne Occidentale, Université
Européenne de Bretagne, 29238 Brest, Cedex 3, France
| | - Tony Le Gall
- Unité INSERM
1078, SFR ScInBioS, Université de Bretagne Occidentale, Université
Européenne de Bretagne, Faculté de Médecine et
des Sciences de la Santé, 22
avenue Camille Desmoulins, 29218 Brest, France
- Plateforme
IBiSASynNanoVect,
SFR ScInBioS, Université de Bretagne Occidentale, Université
Européenne de Bretagne, 29238 Brest, Cedex 3, France
| | - Jean-Pierre Haelters
- CEMCA, CNRS UMR
6521, SFR ScInBioS, Université Européenne de Bretagne,
Université de Brest, Brest, France
| | - Pierre Lehn
- Unité INSERM
1078, SFR ScInBioS, Université de Bretagne Occidentale, Université
Européenne de Bretagne, Faculté de Médecine et
des Sciences de la Santé, 22
avenue Camille Desmoulins, 29218 Brest, France
| | - Tristan Montier
- Unité INSERM
1078, SFR ScInBioS, Université de Bretagne Occidentale, Université
Européenne de Bretagne, Faculté de Médecine et
des Sciences de la Santé, 22
avenue Camille Desmoulins, 29218 Brest, France
- CHRU de Brest, Service
de Génétique Moléculaire et d’Histocompatibilité, 5 avenue du maréchal Foch, 29609 Brest Cedex, France
- DUMG, Faculté
de Médecine et des Sciences de la Santé, 22 avenue Camille Desmoulins, 29238 Brest, France
- Plateforme
IBiSASynNanoVect,
SFR ScInBioS, Université de Bretagne Occidentale, Université
Européenne de Bretagne, 29238 Brest, Cedex 3, France
| | - Paul-Alain Jaffrès
- CEMCA, CNRS UMR
6521, SFR ScInBioS, Université Européenne de Bretagne,
Université de Brest, Brest, France
- Plateforme
IBiSASynNanoVect,
SFR ScInBioS, Université de Bretagne Occidentale, Université
Européenne de Bretagne, 29238 Brest, Cedex 3, France
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23
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Singh J, Michel D, Getson HM, Chitanda JM, Verrall RE, Badea I. Development of amino acid substituted gemini surfactant-based mucoadhesive gene delivery systems for potential use as noninvasive vaginal genetic vaccination. Nanomedicine (Lond) 2015; 10:405-17. [DOI: 10.2217/nnm.14.123] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Aim: Recently, we synthesized amino acid- and peptide-substituted gemini surfactants, ‘biolipids’ that exhibited high transfection efficiency in vitro. In this study, we developed these plasmid DNA and gemini surfactant lipid particles for noninvasive administration in vaginal cavity. Material & methods: Novel formulations of these gene delivery systems were prepared with poloxamer 407 to induce in situ gelling of the formulation and diethylene glycol monoethyl ether to improve their penetration across mucosal tissue. Results: Poloxamer at 16% w/v concentration in diethylene glycol monoethyl ether aqueous solution produced dispersions that gelled near body temperature and had a high yield value, preventing leakage of the formulation from the vaginal cavity. Intravaginal administration in rabbits showed that the glycyl-lysine-substituted gemini surfactant led to a higher gene expression compared with the parent unsubstituted gemini surfactant. Conclusion: This provides a proof-of-concept that amino acid substituted gemini surfactants can be used as noninvasive mucosal (vaginal) gene delivery systems to treat diseases associated with mucosal epithelia.
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Affiliation(s)
- Jagbir Singh
- Drug Design & Discovery Research Group, College of Pharmacy & Nutrition, University of Saskatchewan, Saskatoon, S7N 5C9, Canada
- Department of Experimental Therapeutics, British Columbia Cancer Research Centre, Vancouver, V5Z 1L3, Canada
- Department of Pathology & Laboratory Medicine, University of British Columbia, Vancouver, V6T 2B5, Canada
| | - Deborah Michel
- Drug Design & Discovery Research Group, College of Pharmacy & Nutrition, University of Saskatchewan, Saskatoon, S7N 5C9, Canada
| | - Heather M Getson
- Drug Design & Discovery Research Group, College of Pharmacy & Nutrition, University of Saskatchewan, Saskatoon, S7N 5C9, Canada
| | - Jackson M Chitanda
- Department of Chemistry, University of Saskatchewan, Saskatoon, S7N 5C9, Canada
| | - Ronald E Verrall
- Department of Chemistry, University of Saskatchewan, Saskatoon, S7N 5C9, Canada
| | - Ildiko Badea
- Drug Design & Discovery Research Group, College of Pharmacy & Nutrition, University of Saskatchewan, Saskatoon, S7N 5C9, Canada
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24
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Kumar K, Maiti B, Kondaiah P, Bhattacharya S. α-Tocopherol derived lipid dimers as efficient gene transfection agents. Mechanistic insights into lipoplex internalization and therapeutic induction of apoptotic activity. Org Biomol Chem 2015; 13:2444-52. [DOI: 10.1039/c4ob02063d] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Dimeric cationic tocopheryl lipids for efficacious therapeutic pDNA delivery in cancer cell lines.
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Affiliation(s)
- Krishan Kumar
- Department of Organic Chemistry
- Indian Institute of Science
- Bangalore
- India
| | - Bappa Maiti
- Department of Organic Chemistry
- Indian Institute of Science
- Bangalore
- India
| | - Paturu Kondaiah
- Department of Molecular Reproduction Development and Genetics
- Indian Institute of Science
- Bangalore
- India
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25
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Frisch H, Besenius P. pH-switchable self-assembled materials. Macromol Rapid Commun 2014; 36:346-63. [PMID: 25534871 DOI: 10.1002/marc.201400623] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2014] [Revised: 11/20/2014] [Indexed: 01/21/2023]
Abstract
Self-assembled materials, which are able to respond to external stimuli, have been extensively studied over the last decades. A particularly exciting stimulus for a wide range of biomedical applications is the pH value of aqueous solutions, since deprotonation-protonation events are crucial for structural and functional properties of biopolymers. In living cells and tissues, intra- and extracellular pH values are stringently regulated, but can deviate from pH neutral as observed for example in tumorous, inflammatory sites, in endocytic pathways, and specific cellular compartments. By using a pH-switch as a stimulus, it is thereby possible to address specific targets in order to cause a programmed response of the supramolecular material. This strategy has not only been successfully applied in fundamental research but also in clinical studies. In this feature article, current strategies that have been used in order to design materials with pH-responsive properties are illustrated. This discussion only addresses selected examples from the last four years, the self-assembly of polymer-based building blocks, assemblies emerging from small molecules including surfactants or derived from biological macromolecules, and finally the controlled self-assembly of oligopeptides.
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Affiliation(s)
- Hendrik Frisch
- Organic Chemistry Institute and CeNTech, Westfälische Wilhelms-Universität Münster, Corrensstrasse 40, D-48149, Münster, Germany
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Fisicaro E, Compari C, Bacciottini F, Contardi L, Barbero N, Viscardi G, Quagliotto P, Donofrio G, Różycka-Roszak B, Misiak P, Woźniak E, Sansone F. Nonviral Gene Delivery: Gemini Bispyridinium Surfactant-Based DNA Nanoparticles. J Phys Chem B 2014; 118:13183-91. [DOI: 10.1021/jp507999g] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Affiliation(s)
- Emilia Fisicaro
- Department
of Pharmacy, University of Parma, Parco Area delle Scienze 27/A, 43124 Parma, Italy
| | - Carlotta Compari
- Department
of Pharmacy, University of Parma, Parco Area delle Scienze 27/A, 43124 Parma, Italy
| | - Franco Bacciottini
- Department
of Pharmacy, University of Parma, Parco Area delle Scienze 27/A, 43124 Parma, Italy
| | - Laura Contardi
- Department
of Pharmacy, University of Parma, Parco Area delle Scienze 27/A, 43124 Parma, Italy
| | - Nadia Barbero
- Department
of Chemistry, Interdepartmental “Nanostructured Surfaces and
Interfaces” NIS Centre, University of Torino, Via P. Giuria
7, 10125 Torino, Italy
| | - Guido Viscardi
- Department
of Chemistry, Interdepartmental “Nanostructured Surfaces and
Interfaces” NIS Centre, University of Torino, Via P. Giuria
7, 10125 Torino, Italy
| | - Pierluigi Quagliotto
- Department
of Chemistry, Interdepartmental “Nanostructured Surfaces and
Interfaces” NIS Centre, University of Torino, Via P. Giuria
7, 10125 Torino, Italy
| | - Gaetano Donofrio
- Department
of Veterinary Sciences, University of Parma, Via del Taglio 10, 43126 Parma, Italy
| | | | | | | | - Francesco Sansone
- Department
of Chemistry, University of Parma, Parco Area delle Scienze 17/A, 43124 Parma, Italy
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Paniak TJ, Jennings MC, Shanahan PC, Joyce MD, Santiago CN, Wuest WM, Minbiole KPC. The antimicrobial activity of mono-, bis-, tris-, and tetracationic amphiphiles derived from simple polyamine platforms. Bioorg Med Chem Lett 2014; 24:5824-5828. [PMID: 25455498 DOI: 10.1016/j.bmcl.2014.10.018] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2014] [Revised: 09/26/2014] [Accepted: 10/01/2014] [Indexed: 01/10/2023]
Abstract
A series of 34 amphiphilic compounds varying in both number of quaternary ammonium groups and length of alkyl chains has been assembled. The synthetic preparations for these structures are simple and generally high-yielding, proceeding in 1-2 steps without the need for chromatography. Antibacterial MIC data for these compounds were determined, and over half boast single digit MIC values against a series of gram-positive and gram-negative bacteria. MIC variation mostly hinged on the length of the alkyl chain, where a dodecyl group led to optimal activity; surprisingly, the number of cations and/or basic nitrogens was less important in dictating bioactivity. Additional structural variation was prepared in a trisamine series dubbed 12,3,X,3,12, providing a series of potent amphiphiles functionalized with varied allyl, alkyl, and benzyl groups. Tetraamines were also investigated, culminating in a two-step preparation of a tetracationic structure that showed only modestly improved bioactivity versus amphiphiles with two or three cations.
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Affiliation(s)
- Thomas J Paniak
- Department of Chemistry, Villanova University, Villanova, PA 19085, United States
| | - Megan C Jennings
- Department of Chemistry, Temple University, Philadelphia, PA 19122, United States
| | - Paul C Shanahan
- Department of Chemistry, Villanova University, Villanova, PA 19085, United States
| | - Maureen D Joyce
- Department of Chemistry, Villanova University, Villanova, PA 19085, United States
| | - Celina N Santiago
- Department of Chemistry, Villanova University, Villanova, PA 19085, United States
| | - William M Wuest
- Department of Chemistry, Temple University, Philadelphia, PA 19122, United States
| | - Kevin P C Minbiole
- Department of Chemistry, Villanova University, Villanova, PA 19085, United States
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Preclinical development and ocular biodistribution of gemini-DNA nanoparticles after intravitreal and topical administration: towards non-invasive glaucoma gene therapy. NANOMEDICINE-NANOTECHNOLOGY BIOLOGY AND MEDICINE 2014; 10:1637-47. [PMID: 24905400 DOI: 10.1016/j.nano.2014.05.010] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2014] [Revised: 04/16/2014] [Accepted: 05/14/2014] [Indexed: 11/20/2022]
Abstract
UNLABELLED Gene therapy could offer improvement in the treatment of glaucoma compared to the current standard of lowering intraocular pressure. We have developed and characterized non-viral gemini surfactant-phospholipid nanoparticles (GL-NPs) for intravitreal and topical administration. Optimized GL-NPs (size range 150-180 nm) were biocompatible with rat retinal ganglion (RGC-5) cells with >95% viability by PrestoBlue™ assay. GL-NPs carrying Cy5-labeled plasmid DNA demonstrated distinct trafficking behavior and biodisposition within the eye in vivo after intravitreal or topical application with respect to pathways of movement and physicochemical stability. After intravitreal injection in mice, GL-NPs localized within the nerve fiber layer of the retina, whereas after topical application, GL-NPs were located in several anterior chamber tissues, including the limbus, iris and conjunctiva. GL-NPs were thermodynamically stable in the vitreous and tear fluid and were trafficked as single, non-aggregated particles after both types of administration. FROM THE CLINICAL EDITOR In this paper, the development and characterization of non-viral gemini surfactant-phospholipid nanoparticles is reported with the goal of establishing a gene delivery system that addresses glaucoma in a non-invasive fashion. The authors found that after topical application, the concentration of these nanoparticles was higher in anterior chamber-related components of the eye, whereas intra-vitreal administration resulted in accumulation in the retinal nerve fibre layer.
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Donkuru M, Chitanda JM, Verrall RE, El-Aneed A. Multi-stage tandem mass spectrometric analysis of novel β-cyclodextrin-substituted and novel bis-pyridinium gemini surfactants designed as nanomedical drug delivery agents. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2014; 28:757-772. [PMID: 24573807 DOI: 10.1002/rcm.6827] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/25/2013] [Revised: 01/02/2014] [Accepted: 01/05/2014] [Indexed: 06/03/2023]
Abstract
RATIONALE This study aimed at evaluating the collision-induced dissociation tandem mass spectrometric (CID-MS/MS) fragmentation patterns of novel β-cyclodextrin-substituted- and bis-pyridinium gemini surfactants currently being explored as nanomaterial drug delivery agents. In the β-cyclodextrin-substituted gemini surfactants, a β-cyclodextrin ring is grafted onto an N,N-bis(dimethylalkyl)-α,ω-aminoalkane-diammonium moiety using variable succinyl linkers. In contrast, the bis-pyridinium gemini surfactants are based on a 1,1'-(1,1'-(ethane-1,2-diylbis(sulfanediyl))bis(alkane-2,1-diyl))dipyridinium template, defined by two symmetrical N-alkylpyridinium parts connected through a fixed ethane dithiol spacer. METHODS Detection of the precursor ion [M](2+) species of the synthesized compounds and the determination of mass accuracies were conducted using a QqTOF-MS instrument. A multi-stage tandem MS analysis of the detected [M](2+) species was conducted using the QqQ-LIT-MS instrument. Both instruments were equipped with an electrospray ionization (ESI) source. RESULTS Abundant precursor ion [M](2+) species were detected for all compounds at sub-1 ppm mass accuracies. The β-cyclodextrin-substituted compounds, fragmented via two main pathways: Pathway 1: the loss of one head-tail region produces a [M-(N(Me)2-R)](2+) ion, from which sugar moieties (Glc) are sequentially cleaved; Pathway 2: both head-tail regions are lost to give [M-2(N(Me)2-R)](+), followed by consecutive loss of Glc units. Alternatively, the cleavage of the Glc units could also have occurred simultaneously. Nevertheless, the fragmentation evolved around the quaternary ammonium cations, with characteristic cleavage of Glc moieties. For the bis-pyridinium gemini compounds, they either lost neutral pyridine(s) to give doubly charged ions (Pathway A) or formed complementary pyridinium alongside other singly charged ions (Pathway B). Similar to β-cyclodextrin-substituted compounds, the fragmentation was centered on the pyridinium functional groups. CONCLUSIONS The MS(n) analyses of these novel gemini surfactants, reported here for the first time, revealed diagnostic ions for each compound, with a universal fragmentation pattern for each compound series. The diagnostic ions will be employed within liquid chromatography (LC)/MS/MS methods for screening, identification, and quantification of these compounds within biological samples.
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Affiliation(s)
- McDonald Donkuru
- Drug Design & Discovery Group, College of Pharmacy and Nutrition, University of Saskatchewan, 110 Science Place, Saskatoon, SK S7N 5C9, Canada
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Is the counterion responsible for the unusual thermodynamic behaviour of the aqueous solutions of gemini bispyridinium surfactants? Colloids Surf A Physicochem Eng Asp 2014. [DOI: 10.1016/j.colsurfa.2013.11.003] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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Buse J, Badea I, Verrall RE, El-Aneed A. A general liquid chromatography tandem mass spectrometry method for the quantitative determination of diquaternary ammonium gemini surfactant drug delivery agents in mouse keratinocytes’ cellular lysate. J Chromatogr A 2013; 1294:98-105. [DOI: 10.1016/j.chroma.2013.04.031] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2012] [Revised: 04/11/2013] [Accepted: 04/12/2013] [Indexed: 11/28/2022]
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Silva SG, Alves C, Cardoso AMS, Jurado AS, Pedroso de Lima MC, Vale MLC, Marques EF. Synthesis of Gemini Surfactants and Evaluation of Their Interfacial and Cytotoxic Properties: Exploring the Multifunctionality of Serine as Headgroup. European J Org Chem 2013. [DOI: 10.1002/ejoc.201201396] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
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Wang H, Kaur T, Tavakoli N, Joseph J, Wettig S. Transfection and structural properties of phytanyl substituted gemini surfactant-based vectors for gene delivery. Phys Chem Chem Phys 2013; 15:20510-6. [DOI: 10.1039/c3cp52621f] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
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Tao Y, Han J, Dou H. Brain-targeting gene delivery using a rabies virus glycoprotein peptide modulated hollow liposome: bio-behavioral study. ACTA ACUST UNITED AC 2012. [DOI: 10.1039/c2jm31675g] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
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