Central composite design enabled formulation development, optimization, and characterization of bosutinib monohydrate loaded lipid nanoparticles: Cytotoxicity studies

The current study highlighted the significance of bosutinib monohydrate (BOS) lipid nanoparticles (LNPs) using the quality by design tool. Both the cellular absorption of coumarin-6-loaded LNPs utilized in MCF-7 cells and the cytotoxic effects of LNPs loaded with BOS on the cancer cell line MCF-7 were investigated. A reproducible product with improved selective cytotoxicity in cancer cell lines was produced by the optimized formulation. For formulation optimization, a two-factor, two-level central composite design using response surface methods was included. The dependent variables were particle size (PS) in nm (Y1) and % drug entrapment efficiency (Y2), whereas the independent variables were chosen as precirol concentration (ml) (X1) and poloxamer 188 (mg) (X2). The formulation (F8) was optimized BOS-loaded LNPs among the selected independent variables, as indicated by the overlay plots from graphical optimization and desirability value 1. This formulation is appropriate for navigating the design space with model significance using statistical analysis and analysis of variance. PS, polydispersity index, zeta potential, entrapment efficiency, and scanning electron microscopy were characterized for all the prepared lipid nanoformulations. The cytotoxicity of BOS LNPs was evaluated and a drug release study was conducted in vitro. To evaluate the cellular absorption of LNPs, a cell line investigation was conducted. Even at the same concentration, the cytotoxicity analysis shows that drug-loaded nanoparticles had more cytotoxic effects than pure drugs. During the storage condition, the drug-loaded lipidic optimized formulation batch remains stable.

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Publication Details

Journal
Journal of Applied Pharmaceutical Science
Published
2025-01-01
DOI
https://doi.org/10.7324/japs.2025.228972
Primary Topic
Computational Drug Discovery Methods
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article
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article

Central composite design enabled formulation development, optimization, and characterization of bosutinib monohydrate loaded lipid nanoparticles: Cytotoxicity studies

Suryakanta Swain, Bikash Ranjan Jena, Dhananjay Panigrahi, Pratap Kumar Sahu et al.
Journal of Applied Pharmaceutical Science
Computational Drug Discovery Methods
article

Central composite design enabled formulation development, optimization, and characterization of bosutinib monohydrate loaded lipid nanoparticles: Cytotoxicity studies

Suryakanta Swain, Bikash Ranjan Jena, Dhananjay Panigrahi, Pratap Kumar Sahu, Prasanna Parida
article en

Abstract

The current study highlighted the significance of bosutinib monohydrate (BOS) lipid nanoparticles (LNPs) using the quality by design tool. Both the cellular absorption of coumarin-6-loaded LNPs utilized in MCF-7 cells and the cytotoxic effects of LNPs loaded with BOS on the cancer cell line MCF-7 were investigated. A reproducible product with improved selective cytotoxicity in cancer cell lines was produced by the optimized formulation. For formulation optimization, a two-factor, two-level central composite design using response surface methods was included. The dependent variables were particle size (PS) in nm (Y1) and % drug entrapment efficiency (Y2), whereas the independent variables were chosen as precirol concentration (ml) (X1) and poloxamer 188 (mg) (X2). The formulation (F8) was optimized BOS-loaded LNPs among the selected independent variables, as indicated by the overlay plots from graphical optimization and desirability value 1. This formulation is appropriate for navigating the design space with model significance using statistical analysis and analysis of variance. PS, polydispersity index, zeta potential, entrapment efficiency, and scanning electron microscopy were characterized for all the prepared lipid nanoformulations. The cytotoxicity of BOS LNPs was evaluated and a drug release study was conducted in vitro. To evaluate the cellular absorption of LNPs, a cell line investigation was conducted. Even at the same concentration, the cytotoxicity analysis shows that drug-loaded nanoparticles had more cytotoxic effects than pure drugs. During the storage condition, the drug-loaded lipidic optimized formulation batch remains stable.

Journal of Applied Pharmaceutical Science
Openalex Percentile: Top 91%
Computational Drug Discovery Methods
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Central composite design enabled formulation development, optimization, and characterization of bosutinib monohydrate loaded lipid nanoparticles: Cytotoxicity studies — Suryakanta Swain, Bikash Ranjan Jena, et al. · Journal of Applied Pharmaceutical Science (2025) | TGRS Research Map | TGRS