{"title":"Optimization of the preparation of chitosan nanoparticles loaded with bifendate using the Box–Behnken design","authors":"Lifeng Yang, Pinjin Zheng, Zexin Chen","doi":"10.1016/j.rechem.2025.102085","DOIUrl":null,"url":null,"abstract":"<div><div>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.</div></div>","PeriodicalId":420,"journal":{"name":"Results in Chemistry","volume":"14 ","pages":"Article 102085"},"PeriodicalIF":2.5000,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Results in Chemistry","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2211715625000682","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CHEMISTRY, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0
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.