2012
DOI: 10.1021/jz301756e
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Multiscale Simulation as a Framework for the Enhanced Design of Nanodiamond-Polyethylenimine-Based Gene Delivery

Abstract: Nanodiamonds (NDs) are emerging carbon platforms with promise as gene/drug delivery vectors for cancer therapy. Specifically, NDs functionalized with the polymer polyethylenimine (PEI) can transfect small interfering RNAs (siRNA) in vitro with high efficiency and low cytotoxicity. Here we present a modeling framework to accurately guide the design of ND-PEI gene platforms and elucidate binding mechanisms between ND, PEI, and siRNA. This is among the first ND simulations to comprehensively account for ND size, … Show more

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Cited by 46 publications
(44 citation statements)
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“…By contrast, the clathrin-dependent endocytosis pathway delivers the siRNA and its carrier to the lysosomal compartment, in which siRNA hydrolysis probably occurs. 63 In an interesting study Kim et al 64 developed a modeling framework to accurately guide the design of ND-PEI gene platforms and elucidate binding mechanisms between NDs, PEI, and siRNA. This is among the first NDs simulations to comprehensively account for NDs size, charge distribution, surface functionalization, and graphitization.…”
Section: Gene Therapymentioning
confidence: 99%
See 1 more Smart Citation
“…By contrast, the clathrin-dependent endocytosis pathway delivers the siRNA and its carrier to the lysosomal compartment, in which siRNA hydrolysis probably occurs. 63 In an interesting study Kim et al 64 developed a modeling framework to accurately guide the design of ND-PEI gene platforms and elucidate binding mechanisms between NDs, PEI, and siRNA. This is among the first NDs simulations to comprehensively account for NDs size, charge distribution, surface functionalization, and graphitization.…”
Section: Gene Therapymentioning
confidence: 99%
“…Remarkably, the model is able to predict loading trends and saturation limits for PEI and siRNA while confirming the essential role of ND surface functionalization in mediating ND-PEI interactions. 64 Functional nanodiamonds (NDs) were also used to develop tools for DNA detection. Covalent, stable and functional conjugate of peptide nucleic acids (PNA) with 20 nm HPHT (High Pressure High Temperature) nanodiamonds were prepared.…”
Section: Gene Therapymentioning
confidence: 99%
“…Although researchers now have a greatly expanded set of knobs to turn when designing NPs, it is generally not clear how a change to a specific vehicle feature will alter the effectiveness of a drug, and hence design of novel drug carriers requires extensive and costly parametric studies that are generally specific to the system upon which the experiments were performed. Theoretical and computational modelling of the delivery process can greatly reduce the need for physical experiments and provide general design principles to expedite the design process [4][5][6][7][8][9].…”
Section: Overviewmentioning
confidence: 99%
“…Density functional-based tight binding (DFTB), and molecular dynamics (MD) simulations, among other techniques, have been utilized to study charge distributions on the NDs surface and their role in coordinating the interaction of polymeric and therapeutic compounds. [27][28][29] Chemical groups at the NDs surface include amine, amide, alcohol, carbonyl, and carboxylic acid groups, with carboxylic acid groups being the most prevalent. 29,30 NDs exhibit excellent biocompatibility in multiple cell lines and in vivo, [31][32][33] and effectively deliver drugs relative to the spectrum of carbon-based nanomaterials.…”
Section: Introductionmentioning
confidence: 99%
“…[27][28][29] Chemical groups at the NDs surface include amine, amide, alcohol, carbonyl, and carboxylic acid groups, with carboxylic acid groups being the most prevalent. 29,30 NDs exhibit excellent biocompatibility in multiple cell lines and in vivo, [31][32][33] and effectively deliver drugs relative to the spectrum of carbon-based nanomaterials. 34 ND-Dox complexes have been characterized for the treatment of multiple drug resistant tumors.…”
Section: Introductionmentioning
confidence: 99%