| Literature DB >> 27473554 |
Nazanin Shabani Ravari1, Navid Goodarzi2, Farhad Alvandifar3, Mohsen Amini4, Effat Souri4, Mohammad Reza Khoshayand5, Zahra Hadavand Mirzaie3, Fatemeh Atyabi1,3, Rassoul Dinarvand1,3.
Abstract
BACKGROUND: Hyaluronic acid (HA) has been used for target-specific drug delivery because of strong affinity to CD44, a marker in which overexpressed in cancer cells and cancer stem cells. Conjugation of HA to the cytotoxic agents via active targeting can improve efficacy, biodistribution, and water solubility. To be able to benefit from passive targeting as well, a nanoparticulate system by counter ion using a polycation like chitosan may lead to a perfect delivery system.Entities:
Keywords: Glyconanoparticles; Macromolecular Drug Delivery; Nanomedicine; Polyelectrolye Complex; Polysaccharides
Mesh:
Substances:
Year: 2016 PMID: 27473554 PMCID: PMC4966701 DOI: 10.1186/s40199-016-0160-y
Source DB: PubMed Journal: Daru ISSN: 1560-8115 Impact factor: 3.117
Variables used in Box-Behnken experimental design
| Independent factors | Factor level | Dependent factors | ||
|---|---|---|---|---|
| Numeric Factors | −1 | 0 | 1 | Particle size (nm) |
| Stirring rate (rpm) | 300 | 800 | 1300 | Zeta potential (mv) |
| Ratio of HA-DTX conjugate to chitosan | 13 | 17 | 21 | Polydispersity index (PdI) |
| Temperature (°C) | 0 | 25 | 50 | Drug content or DTX loading (%) |
Fig. 1Schematic representation of hyaluronic acid-docetaxel (HA-DTX) conjugate and chitosan coated HA-DTX nanoparticles preparation
Fig. 2Formation of hyaluronic acid-docetaxel (HA-DTX) conjugate was confirmed by the presence of aromatic protons in 1H-NMR spectra
Fig. 3FTIR spectrum of (a) docetaxel (DTX); b hyaluronic acid (HA); c hyaluronic acid-docetaxel (HA-DTX) conjugate
The effect of independent variables on dependent variables
| Run | Independent variables | Dependent variables | |||||
|---|---|---|---|---|---|---|---|
| Stirring rate (rpm) | Ratio of HA-DTX conjugate to chitosan | Temperature (°C) | Particle size (nm) | Zeta potential (mv) | Polydispersity index (PdI) | DTX loading (%) | |
| 1 | 300.00 | 13.00 | 25.00 | 195 | 21.7 | 0.128 | 3.043 |
| 2 | 300.00 | 21.00 | 25.00 | 444 | 18.6 | 0.065 | 3.257 |
| 3 | 1300.00 | 13.00 | 25.00 | 176 | 22.3 | 0.129 | 3.034 |
| 4 | 1300.00 | 21.00 | 25.00 | 269 | 17.4 | 0.030 | 3.235 |
| 5 | 800.00 | 13.00 | 0.00 | 174 | 22.3 | 0.120 | 3.042 |
| 6 | 800.00 | 21.00 | 0.00 | 280 | 18.0 | 0.019 | 3.235 |
| 7 | 800.00 | 13.00 | 50.00 | 182 | 21.9 | 0.086 | 3.048 |
| 8 | 800.00 | 21.00 | 50.00 | 246 | 19.2 | 0.019 | 3.233 |
| 9 | 300.00 | 17.00 | 0.00 | 210 | 21.3 | 0.083 | 3.159 |
| 10 | 1300.00 | 17.00 | 0.00 | 199 | 19.6 | 0.033 | 3.161 |
| 11 | 300.00 | 17.00 | 50.00 | 210 | 21.3 | 0.031 | 3.157 |
| 12 | 1300.00 | 17.00 | 50.00 | 194 | 24.1 | 0.070 | 3.160 |
| 13 | 800.00 | 17.00 | 25.00 | 195 | 21.3 | 0.061 | 3.160 |
| 14 | 800.00 | 17.00 | 25.00 | 191 | 21.6 | 0.039 | 3.160 |
| 15 | 800.00 | 17.00 | 25.00 | 179 | 22.7 | 0.064 | 3.159 |
| 16 | 800.00 | 17.00 | 25.00 | 193 | 21.1 | 0.045 | 3.159 |
| 17 | 800.00 | 17.00 | 25.00 | 197 | 21.3 | 0.067 | 3.159 |
Fig. 4Response surface plots showing the effect of different independent factors on (a) (b) size of nanoparticles; c, d polydispersity index
Analysis of variance (ANOVA) and lack of fit parameters for the responses according to quadratic model
| Parameters | Source | Sum of squares | Degrees of freedom (df) | Mean squares | F value |
|
|---|---|---|---|---|---|---|
| Particle Size | Quadratic vs 2FI | 15730.13 | 3 | 5243.38 | 4.93 | 0.0378 |
| Zeta Potential | Quadratic vs 2FI | 8.71 | 3 | 2.9 | 5.3 | 0.0321 |
| PdI | Quadratic vs 2FI | 3.11E-03 | 3 | 1.04E-03 | 9.9 | 0.0065 |
| Drug Loading | Quadratic vs 2FI | 1.46E-03 | 3 | 4.86E-04 | 9.99 | 0.0063 |
| Lack of Fit | ||||||
| Particle Size | Quadratic | 7239.25 | 3 | 2413.08 | 48.26 | 0.0013 |
| Zeta Potential | Quadratic | 2.2 | 3 | 0.73 | 1.79 | 0.2889 |
| PdI | Quadratic | 1.16E-04 | 3 | 3.86E-05 | 0.25 | 0.8579 |
| Drug Loading | Quadratic | 3.39E-04 | 3 | 1.13E-04 | 376.94 | 0.0001 |
Fig. 5Nanoparticles characterization: a particle size and distribution; b zeta potential; c SEM picture; d AFM micrographs
Fig. 6DSC thermogram of freeze-dried nanoparticles, hyaluronic acid-docetaxel (HA-DTX) conjugate, pure chitosan, pure hyaluronic acid (HA), pure docetaxel (DTX) and physical mixture of HA-DTX conjugate and chitosan
Fig. 7In vitro cell studies: a MTT assay of DTX and nanoparticles on 4 T1 cells (blue bar for nanoparticle and red bar for DTX); b MTT assay of DTX and nanoparticles on MCF-7 cells (blue bar for nanoparticle and red bar for DTX); c uptake image of 4 T1 cell line (nuclear coloring with DAPI, FITC labeled chitosan coated HA-DTX conjugate nanoparticles, merge image of DAPI and FITC labeled chitosan coated HA-DTX conjugate nanoparticles and control cell) and uptake image of MCF7 cell line (nuclear coloring with DAPI, FITC labeled chitosan coated HA-DTX conjugate nanoparticles, merge image of DAPI and FITC labeled chitosan coated HA-DTX conjugate nanoparticles and control cell); *p < 0.05; **p < 0.01; ***p < 0.001