| Literature DB >> 35200462 |
Gaurav Kant Saraogi1, Siddharth Tholiya2, Yachana Mishra3, Vijay Mishra4, Aqel Albutti5, Pallavi Nayak4, Murtaza M Tambuwala6.
Abstract
Hyperlipidemia is a crucial risk factor for the initiation and progression of atherosclerosis, ultimately leading to cardiovascular disease. The nanogel-based nanoplatform has emerged as an extremely promising drug delivery technology. Pravastatin Sodium (PS) is a cholesterol-lowering drug used to treat hyperlipidemia. This study aimed to fabricate Pravastatin-loaded nanogel for evaluation of its effect in hyperlipidemia treatment. Pravastatin-loaded chitosan nanoparticles (PS-CS-NPs) were prepared by the ionic gelation method; then, these prepared NPs were converted to nanogel by adding a specified amount of 5% poloxamer solution. Various parameters, including drug entrapment efficacy, in vitro drug release, and hemolytic activity of the developed and optimized formulation, were evaluated. The in vitro drug release of the nanogel formulation revealed the sustained release (59.63% in 24 h) of the drug. The drug excipients compatibility studies revealed no interaction between the drug and the screened excipients. Higher drug entrapment efficacy was observed. The hemolytic activity showed lesser toxicity in nanoformulation than the pure drug solution. These findings support the prospective use of orally administered pravastatin-loaded nanogel as an effective and safe nano delivery system in hyperlipidemia treatment.Entities:
Keywords: hyperlipidemia; nanogel; polymer; pravastatin
Year: 2022 PMID: 35200462 PMCID: PMC8871575 DOI: 10.3390/gels8020081
Source DB: PubMed Journal: Gels ISSN: 2310-2861
Design table for optimized batch formulation.
| Factor 1 | Factor 2 | Factor 3 | Response 1 | Response 2 | ||
|---|---|---|---|---|---|---|
| Std | Run | A: Polymer Amount | B: Stirring Speed | C: Sonication Time | Drug Entrapment | Particle Size |
| (mg) | (rpm) | (min) | % | (nm) | ||
| 1 | 10 | 50 | 1000 | 5 | 53.6 | 556 |
| 2 | 11 | 100 | 1000 | 5 | 56 | 602 |
| 3 | 17 | 50 | 1500 | 5 | 58.95 | 604 |
| 4 | 16 | 100 | 1500 | 5 | 47 | 614 |
| 5 | 15 | 50 | 1000 | 10 | 49.5 | 556 |
| 6 | 5 | 100 | 1000 | 10 | 47 | 655 |
| 7 | 7 | 50 | 1500 | 10 | 55 | 500 |
| 8 | 6 | 100 | 1500 | 10 | 54.6 | 498 |
| 9 | 14 | 33 | 1250 | 7.5 | 51 | 543 |
| 10 | 13 | 117 | 1250 | 7.5 | 50.33 | 543 |
| 11 | 20 | 75 | 830 | 7.5 | 50.68 | 578 |
| 12 | 1 | 75 | 1670 | 7.5 | 56.95 | 502 |
| 13 | 4 | 75 | 1250 | 3 | 58.2 | 566 |
| 14 | 12 | 75 | 1250 | 12 | 54 | 601 |
| 15 | 8 | 75 | 1250 | 7.5 | 60 | 486 |
| 16 | 18 | 75 | 1250 | 7.5 | 60 | 486 |
| 17 | 3 | 75 | 1250 | 7.5 | 60 | 486 |
| 18 | 9 | 75 | 1250 | 7.5 | 60 | 486 |
| 19 | 2 | 75 | 1250 | 7.5 | 60 | 486 |
| 20 | 19 | 75 | 1250 | 7.5 | 60 | 486 |
Analysis of variance (ANOVA) for factorial model at p < 0.05 level of significance.
| Source | Sum of Squares | df | Mean Square | F-Value | ||
|---|---|---|---|---|---|---|
| Model | 356.02 | 9 | 39.56 | 9.40 | 0.0008 | Significant |
| A—Polymer amount | 13.50 | 1 | 13.50 | 3.21 | 0.1035 | |
| B—Stirring speed | 29.27 | 1 | 29.27 | 6.96 | 0.0248 | |
| C—Sonication time | 19.97 | 1 | 19.97 | 4.75 | 0.0544 | |
| AB | 18.76 | 1 | 18.76 | 4.46 | 0.0609 | |
| AC | 5.53 | 1 | 5.53 | 1.31 | 0.2784 | |
| BC | 35.07 | 1 | 35.07 | 8.34 | 0.0162 | |
| A2 | 165.68 | 1 | 165.68 | 39.38 | <0.0001 | |
| B2 | 74.72 | 1 | 74.72 | 17.76 | 0.0018 | |
| C2 | 31.10 | 1 | 31.10 | 7.39 | 0.0216 | |
| Residual | 42.07 | 10 | 4.21 | |||
| Lack of Fit | 42.07 | 5 | 8.41 | |||
| Pure Error | 0.0000 | 5 | 0.0000 | |||
| Cor Total | 398.09 | 19 |
Figure 1(a). Contour plot of drug entrapment. (b). Contour plot of particle size. (c). Overlay plot for confirmation.
Figure 2Particle size of optimized nanoparticles.
Confirmation table of optimized nanoparticles.
| Response | Predicted | Predicted | Std | N | SE Prediction | 95% | Mean | 95% |
|---|---|---|---|---|---|---|---|---|
| Entrapment efficiency | 49.4784 | 49.4784 | 2.05155 | 1 | 2.65049 | 49.368 | 49.4784 | 55.384 |
| Particle size | 647.994 | 647.994 | 23.6573 | 1 | 30.5699 | 579.88 | 647.994 | 716.108 |
Figure 3Scanning Electron Microscopy image of chitosan nanoparticles showing regular shape.
Figure 4In vitro drug release profile of optimized PS-CS-NG formulation.
Figure 5Scanning electron microscopy image of structural network of nanogel revealing a regular and uniform quasi-shape of NPs.
Figure 6Erythrocytes on interaction with (A) Saline solution, (B) Water, (C) Pure drug solution, and (D) Nanogel formulation.
Summary of values of peak plasma concentration (Cmax), time of Cmax attainment (tmax), Area under curve (AUC), and Mean residence time (MRT) of pravastatin oral solution and pravastatin oral nanogel.
| S. No. | Time (h) | Pravastatin Oral Solution (µg/mL) | Pravastatin Oral Nanogel (µg/mL) |
|---|---|---|---|
| 1 | 0 | 0 | 0 |
| 2 | 1 | 68 | 14 |
| 3 | 2 | 47 | 26 |
| 4 | 3 | 23 | 39 |
| 5 | 4 | 11 | 79 |
| 6 | 5 | 0 | 65 |
| 7 | 6 | 47 | |
| 8 | 7 | 31 | |
| 9 | 8 | 9 | |
| 10 | 10 | 0 | |
| Cmax | 68 µg/mL | 79 µg/mL | |
| tmax | 1 h | 4 h | |
| AUC last | 140.707 (µg·h/mL) | 302.022 (µg·h/mL) | |
| AUC total | 155.85 (µg·h/mL) | 312.912 (µg·h/mL) | |
| T half | 0.98 h | 0.83 h | |
| MRT | 2.35 h | 4.62 h |
Concluding features of experimental work for optimized formulation.
| Parameters | Result | Inference |
|---|---|---|
| Particle size | 486.2 nm | Desired and acceptable size |
| Polydispersity index | 0.303 | Uniform distribution |
| Zeta potential | 43.4 mV | Positively and evenly distributed |
| Entrapment efficiency | 50% | Nanoparticles leads for higher entrapment of drug |
| Drug release | 59.63% (24 h) | Sustained release of the drug was obtained |
| SEM studies | - | Regular shape |
| Compatibility study | Characteristic peak is obtained | Overlay plot confirms the characteristic peaks of drug |
| Toxicity study | Less toxicity is exhibited | Safer to use |
| Pharmacokinetic study | Higher bioavailability |
Critical Quality Attributes (CQA) parameters.
| CQAs | Polymer Amount | Stirring Speed | Sonication Time |
|---|---|---|---|
| Particle size | Low | Medium | High |
| % Entrapment efficiency | Low | Medium | High |
Quality by Design (QbD) details.
| Profile | Target | Justification |
|---|---|---|
| Dosage form | Nanogel | Novel dosage form for targeted drug delivery |
| Dosage design | Sustained release oral nanogel | For increasing residence time of pravastatin |
| Therapeutic indication | Antihyperlipidemia | Pravastatin acts by inhibition of cholesterol producing enzymes |
| Route of administration | Oral | Most suitable route of administration and can be well absorbed in intestine |
| Particle size | 10–1000 nm | Drug absorption and uniform biodistribution |
| Zeta potential | −200 to 200 mV | Needed to ensure stability |
| Entrapment efficiency | >50% | Nanogel entraps higher amount of drug |
Independent variables for Quality by Design (QbD).
| Independent Variables | Low | High |
|---|---|---|
| Coded Values | (−1) | (+1) |
| A = Polymer amount (mg) | 50 | 100 |
| B = Stirring speed (rpm) | 1000 | 1500 |
| C = Sonication time (min) | 4 | 8 |