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Factorial Design Based Multivariate Modeling and Optimization of Tunable Bioresponsive Arginine Grafted Poly(cystaminebis(acrylamide)-diaminohexane) Polymeric Matrix Based Nanocarriers
- Source :
- Molecular Pharmaceutics. 14:252-263
- Publication Year :
- 2016
- Publisher :
- American Chemical Society (ACS), 2016.
-
Abstract
- Desired characteristics of nanocarriers are crucial to explore its therapeutic potential. This investigation aimed to develop tunable bioresponsive newly synthesized unique arginine grafted poly(cystaminebis(acrylamide)-diaminohexane) [ABP] polymeric matrix based nanocarriers by using L9 Taguchi factorial design, desirability function, and multivariate method. The selected formulation and process parameters were ABP concentration, acetone concentration, the volume ratio of acetone to ABP solution, and drug concentration. The measured nanocarrier characteristics were particle size, polydispersity index, zeta potential, and percentage drug loading. Experimental validation of nanocarrier characteristics computed from initially developed predictive model showed nonsignificant differences (p0.05). The multivariate modeling based optimized cationic nanocarrier formulation of100 nm loaded with hydrophilic acetaminophen was readapted for a hydrophobic etoposide loading without significant changes (p0.05) except for improved loading percentage. This is the first study focusing on ABP polymeric matrix based nanocarrier development. Nanocarrier particle size was stable in PBS 7.4 for 48 h. The increase of zeta potential at lower pH 6.4, compared to the physiological pH, showed possible endosomal escape capability. The glutathione triggered release at the physiological conditions indicated the competence of cytosolic targeting delivery of the loaded drug from bioresponsive nanocarriers. In conclusion, this unique systematic approach provides rational evaluation and prediction of a tunable bioresponsive ABP based matrix nanocarrier, which was built on selected limited number of smart experimentation.
- Subjects :
- Polymers
Chemistry, Pharmaceutical
Dispersity
Pharmaceutical Science
02 engineering and technology
Arginine
03 medical and health sciences
chemistry.chemical_compound
Taguchi methods
0302 clinical medicine
Drug Discovery
Zeta potential
Organic chemistry
Particle Size
Benzofurans
Etoposide
chemistry.chemical_classification
Acrylamide
Drug Carriers
Polymer
Factorial experiment
Hydrogen-Ion Concentration
021001 nanoscience & nanotechnology
chemistry
Chemical engineering
030220 oncology & carcinogenesis
Nanoparticles
Molecular Medicine
Nanocarriers
0210 nano-technology
Drug carrier
Hydrophobic and Hydrophilic Interactions
Subjects
Details
- ISSN :
- 15438392 and 15438384
- Volume :
- 14
- Database :
- OpenAIRE
- Journal :
- Molecular Pharmaceutics
- Accession number :
- edsair.doi.dedup.....38ece40e62a64c87e8e1779241c890c1
- Full Text :
- https://doi.org/10.1021/acs.molpharmaceut.6b00861