| Literature DB >> 35566905 |
Tanpong Chaiwarit1, Sarana Rose Sommano2,3,4, Pornchai Rachtanapun3,4,5, Nutthapong Kantrong6,7, Warintorn Ruksiriwanich1,3,4, Mont Kumpugdee-Vollrath8, Pensak Jantrawut1,3,4.
Abstract
Polymeric nanoparticles are one method to modify the drug release of small hydrophilic molecules. In this study, clindamycin HCl was used as a model drug loaded in carboxymethyl chitosan nanoparticles cross-linked with Ca2+ ions (CMCS-Ca2+). The ultrasonication with experimental design was used to produce CMCS-Ca2+ nanoparticles loading clindamycin HCl. The model showed that the size of nanoparticles decreased when amplitude and time increased. The nanoparticle size of 318.40 ± 7.56 nm, decreased significantly from 543.63 ± 55.07 nm (p < 0.05), was obtained from 75% of amplitude and 180 s of time, which was one of the optimal conditions. The clindamycin loading content in this condition was 34.68 ± 2.54%. The drug content in nanoparticles showed an inverse relationship with the size of the nanoparticles. The sodium carboxymethylcellulose film loading clindamycin HCl nanoparticles exhibited extended release with 69.88 ± 2.03% drug release at 60 min and a gradual increase to 94.99 ± 4.70% at 24 h, and demonstrated good antibacterial activity against S. aureus and C. acne with 40.72 ± 1.23 and 48.70 ± 1.99 mm of the zone of inhibition at 24 h, respectively. Thus, CMCS-Ca2+ nanoparticles produced by the ultrasound-assisted technique could be a potential delivery system to modify the drug release of small hydrophilic antibiotics.Entities:
Keywords: carboxymethyl chitosan; clindamycin; experimental design; nanoparticle; ultrasound
Year: 2022 PMID: 35566905 PMCID: PMC9106027 DOI: 10.3390/polym14091736
Source DB: PubMed Journal: Polymers (Basel) ISSN: 2073-4360 Impact factor: 4.967
Figure 1Chemical structure of carboxymethyl chitosan (CMCS) (a); clindamycin HCl (b); and sodium carboxymethyl cellulose (SCMC) (c).
Coded experimental level of each variable factor.
| Variables | Level | ||||
|---|---|---|---|---|---|
| −α | −1 | 0 | +1 | α | |
| Amplitude (%) | 31.71 | 40 | 60 | 80 | 88.28 |
| Time (s) | 10.29 | 60 | 180 | 300 | 349.71 |
ANOVA of quadratic model.
| Source | Sum of Squares | Mean Square | F-Value | |
|---|---|---|---|---|
| Model | 39,098.83 | 7819.77 | 131.77 | <0.0001 |
| A-Amplitude | 23,502.49 | 23,502.49 | 396.04 | <0.0001 |
| B-Time | 4571.19 | 4571.19 | 77.03 | <0.0001 |
| AB | 73.10 | 73.10 | 1.23 | 0.3037 |
| A2 | 8109.88 | 8109.88 | 136.66 | <0.0001 |
| B2 | 4173.52 | 4173.52 | 70.33 | <0.0001 |
| Residual | 415.41 | 59.34 | ||
| Lack of Fit | 148.45 | 49.48 | 0.7414 | 0.5804 |
| Pure error | 266.96 | 66.74 |
Figure 2The plot between actual and predicted values (a) and the plot between residual and run (b).
Figure 3Contour plot (a) and 3D response surface (b). Blue, light blue, green, yellow, and red colors were 321, 350, 400, 450, and 493 nm, respectively.
Variable levels and responses of particle sizes based on amplitude and time.
| Exp. Order | Variables | Response | PDI | ||
|---|---|---|---|---|---|
| Mean Diameter (nm) | |||||
| Amplitude (%) | Time (s) | Actual Value | Predicted Value | ||
| 1 | 40 | 60 | 478.40 ± 4.12 * | 477.57 * | 0.442 ± 0.025 |
| 2 | 80 | 60 | 384.20 ± 14.38 * | 377.71 * | 0.515 ± 0.094 |
| 3 | 40 | 300 | 432.70 ± 4.89 * | 438.31 * | 0.456 ± 0.093 |
| 4 | 80 | 300 | 321.40 ± 15.03 * | 321.36 * | 0.394 ± 0.040 |
| 5 | 31.72 | 180 | 493.57 ± 5.76 * | 490.04 * | 0.594 ± 0.147 |
| 6 | 88.28 | 180 | 323.30 ± 8.40 * | 336.73 * | 0.372 ± 0.044 |
| 7 | 60 | 10.29 | 422.87 ± 17.42 * | 427.89 * | 0.439 ± 0.101 |
| 8 | 60 | 349.71 | 364.42 ± 16.80 * | 360.28 * | 0.422 ± 0.065 |
| 9 | 60 | 180 | 341.11 ± 13.72 * | 345.10 * | 0.551 ± 0.106 |
| 10 | 60 | 180 | 333.50 ± 6.45 * | 345.10 * | 0.513 ± 0.185 |
| 11 | 60 | 180 | 347.31 ± 15.97 * | 345.10 * | 0.455 ± 0.042 |
| 12 | 60 | 180 | 355.12 ± 5.54 * | 345.10 * | 0.407 ± 0.011 |
| 13 | 60 | 180 | 348.47 ± 10.08 * | 345.10 * | 0.328 ± 0.030 |
| Test data | |||||
| 14 | 50 | 150 | 394.30 ± 4.50 * | 387.71 * | 0.316 ± 0.057 |
| 15 | 65 | 200 | 335.90 ± 6.71 * | 330.20 * | 0.236 ± 0.025 |
| 16 | 75 | 180 | 318.40 ± 7.56 * | 323.65 * | 0.289 ± 0.064 |
| 17 | 50 | 80 | 421.22 ± 10.45 * | 415.89 * | 0.489 ±0.164 |
Note: S.D. of predicted value was 7.70. * The same superscript symbol in the same row indicates insignificant different (p > 0.05) by t-test.
Figure 4FTIR spectra of CMCS (a); CMCS-Ca2+ nanoparticle containing clindamycin HCl (b); clindamycin HCl (c); and physical mixture of CMCS and clindamycin HCl (d).
Clindamycin loading content in CMCS-Ca2+ nanoparticles in each experiment.
| Exp. Order | Mean Diameter (nm) | Drug Content (%) |
|---|---|---|
| 1 | 478.40 ± 4.12 a | 46.88 ± 4.86 * |
| 2 | 384.20 ± 14.38 b | 41.45 ± 2.60 #◊ |
| 3 | 432.70 ± 4.89 c | 47.66 ± 3.51 * |
| 4 | 321.40 ± 15.03 d | 33.30 ± 2.04 † |
| 5 | 493.57 ± 5.76 a | 46.52 ± 2.91 * |
| 6 | 323.30 ± 8.40 df | 34.44 ± 1.71 † |
| 7 | 422.87 ± 17.42 c | 41.63 ± 1.53 #∆◊ |
| 8 | 364.42 ± 16.80 bhk | 31.93 ± 3.20 † |
| 9 | 341.11 ± 13.72 di | 34.26 ± 3.34 † |
| 10 | 333.50 ± 6.45 djm | 33.12 ± 1.77 † |
| 11 | 347.31 ± 15.97 fhijk | 33.54 ± 1.63 † |
| 12 | 355.12 ± 5.54 djkl | 31.63 ± 2.55 † |
| 13 | 348.47 ± 10.08 hilmn | 40.03 ± 2.91 ∆◊ |
| 14 | 394.30 ± 4.50 b | 31.99 ± 2.75 † |
| 15 | 335.90 ± 6.71 djn | 34.50 ± 1.17 † |
| 16 | 318.40 ± 7.56 dj | 34.68 ± 2.45 † |
| 17 | 421.22 ± 10.45 c | 41.02 ± 2.27 #◊ |
Note: Different superscript letters and symbols in the same columns of mean diameter and drug content, respectively indicate significant difference (p < 0.05) between each Exp. order.
Figure 5TEM imaging of CMCS-Ca2+ nanoparticles obtained from the ultrasound-assisted technique at 75% of amplitude and 180 s of time.
Figure 6SEM micrographs of surface and cross-section of blank SCMC (a,b); SCMC-CM-powder (c,d); and SCMC-CM-nano films (e,f) at 500 and 2500 magnifications.
Figure 7The release profile of clindamycin HCl power (SCMC-CM-powder) and clindamycin HCl in CMCS-Ca2+ nanoparticles (SCMC-CM-nano) from SCMC films.
Figure 8Antibacterial activity of clindamycin HCl solution, SCMC film containing clindamycin HCl powder (SCMC-CM-powder) and SCMC film containing clindamycin CMCS-Ca2+ nanoparticles (SCMC-CM-nano) against S. aureus (a) and C. acnes (b). Note: Different letters above the graphs indicate significant difference (p < 0.05).