Optimization of the preparation of chitosan nanoparticles loaded with bifendate using the Box–Behnken design

The aim of this research is to explore new techniques for preparing a cross-linked three-dimensional network nanogel structure (CS-NPS) loaded with bifendate (DDB). The ionic cross-linking method was used to prepare CS-NPS from tripolyphosphate (TPP) and chitosan (CS), and DDB was then encapsulated in the nanogel structure to obtain DDB-CS-NPS. The preparation conditions were optimized through single-variable experiments and the Box–Behnken response surface method to obtain DDB-CS-NPS with good system stability, moderate particle size, and good encapsulation efficiency. It was found that when the TPP concentration was 1.5 mg/ml, the feed ratio was 3.8:1, and the ultrasound treatment time was 10 min and 53 s, the encapsulation efficiency predicted by the Box–Behnken response surface method could reach 89.38 %. A verification test showed that the actual average encapsulation efficiency of the DDB-CS-NPS reached 88.64 %, and the deviation between the predicted and the actual values was −0.8220 %. The average particle size of the samples was 644.8 nm, the polydispersity index was 0.301, and the zeta potential was 6.68 ± 1.29 mV. The results indicate that the proposed preparation process is feasible, the response surface test model can accurately predict the preparation condition area of DDB-CS-NPS, the deviation between the predicted encapsulation efficiency and the actual value is small, and the encapsulation efficiency meets the expected requirements. The DDB-CS-NPS obtained has a moderate particle size, a uniform distribution, and a relatively low potential. However, it may be prone to aggregation or coagulation, and so should be stored in a refrigerated condition. • Optimization of the preparation of bifendate-loaded chitosan nanoparticles. • Optimal preparation conditions predicted using the Box–Behnken response surface method. • The encapsulation efficiency was accurately predicted by the response surface model. • Experimental results demonstrate that the encapsulation efficiency was improved. • It enhances the bioavailability of the drug and the treatment of liver diseases.

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Publication Details

Journal
Results in Chemistry
Published
2025-02-01
DOI
https://doi.org/10.1016/j.rechem.2025.102085
Citations
1
Primary Topic
Advanced Drug Delivery Systems
Type
article
Field-Weighted Citation Impact
0.79
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article

Optimization of the preparation of chitosan nanoparticles loaded with bifendate using the Box–Behnken design

Zexin Chen, Lifeng Yang, P. Zheng
1 citations
Results in Chemistry
Advanced Drug Delivery Systems
0.79
article

Optimization of the preparation of chitosan nanoparticles loaded with bifendate using the Box–Behnken design

Zexin Chen, Lifeng Yang, P. Zheng
article en
1 citations

Abstract

The aim of this research is to explore new techniques for preparing a cross-linked three-dimensional network nanogel structure (CS-NPS) loaded with bifendate (DDB). The ionic cross-linking method was used to prepare CS-NPS from tripolyphosphate (TPP) and chitosan (CS), and DDB was then encapsulated in the nanogel structure to obtain DDB-CS-NPS. The preparation conditions were optimized through single-variable experiments and the Box–Behnken response surface method to obtain DDB-CS-NPS with good system stability, moderate particle size, and good encapsulation efficiency. It was found that when the TPP concentration was 1.5 mg/ml, the feed ratio was 3.8:1, and the ultrasound treatment time was 10 min and 53 s, the encapsulation efficiency predicted by the Box–Behnken response surface method could reach 89.38 %. A verification test showed that the actual average encapsulation efficiency of the DDB-CS-NPS reached 88.64 %, and the deviation between the predicted and the actual values was −0.8220 %. The average particle size of the samples was 644.8 nm, the polydispersity index was 0.301, and the zeta potential was 6.68 ± 1.29 mV. The results indicate that the proposed preparation process is feasible, the response surface test model can accurately predict the preparation condition area of DDB-CS-NPS, the deviation between the predicted encapsulation efficiency and the actual value is small, and the encapsulation efficiency meets the expected requirements. The DDB-CS-NPS obtained has a moderate particle size, a uniform distribution, and a relatively low potential. However, it may be prone to aggregation or coagulation, and so should be stored in a refrigerated condition. • Optimization of the preparation of bifendate-loaded chitosan nanoparticles. • Optimal preparation conditions predicted using the Box–Behnken response surface method. • The encapsulation efficiency was accurately predicted by the response surface model. • Experimental results demonstrate that the encapsulation efficiency was improved. • It enhances the bioavailability of the drug and the treatment of liver diseases.

Results in ChemistryVol. 14
Guangdong Ocean University (CN)
Openalex Percentile: Top 31%
Advanced Drug Delivery Systems
0.79
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