Siau Wui Chin , Min Li Yong , Sarah Lee Tung Law , Omar Hassanien , Jack Hau Ooi , Liang Ee Low , Kooi Yeong Khaw , Chee Wun How , Yong Sze Ong
{"title":"采用Box-Behnken统计设计研究了多因子组成对超顺磁性氧化铁纳米颗粒(SPIONs)尺寸的影响","authors":"Siau Wui Chin , Min Li Yong , Sarah Lee Tung Law , Omar Hassanien , Jack Hau Ooi , Liang Ee Low , Kooi Yeong Khaw , Chee Wun How , Yong Sze Ong","doi":"10.1016/j.nanoso.2025.101504","DOIUrl":null,"url":null,"abstract":"<div><div>The physicochemical properties of superparamagnetic iron oxide nanoparticles (SPIONs), particularly particle size, critically influence their performance in biomedical applications such as drug delivery, imaging, and magnetic hyperthermia. However, co-precipitation, a commonly used synthesis method for SPIONs, often leads to broad particle size distribution due to limited control over key reaction parameters. This study aims to optimise the synthesis of SPIONs by evaluating the influence of pH, surfactant concentration (PEG-400), and sonication time on particle size using a Box-Behnken response surface methodology (RSM). A total of 15 experimental runs were conducted, and a linear model was revealed to be the most suitable prediction model for particle size. The optimal synthesis conditions of 10 min of sonication time, 1 % PEG-400 and pH 9 produced SPIONs with a particle size of 145 nm. However, the analysis of variance did not indicate significant interactions among the parameters, potentially due to limitations in nanoparticle size measurement methods. Transmission electron microscopy (TEM) confirmed the spherical morphology and aggregation behaviour of the nanoparticles. Furthermore, <em>in vitro</em> cytotoxicity on 4T1 breast cancer cells demonstrated that the SPIONs were non-toxic up 25 μg/mL. These findings provide a valuable reference for the controlled synthesis of SPIONs and support their potential application in cancer theranostics.</div></div>","PeriodicalId":397,"journal":{"name":"Nano-Structures & Nano-Objects","volume":"43 ","pages":"Article 101504"},"PeriodicalIF":5.4500,"publicationDate":"2025-06-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Impact of multi-factorial composition on the size of superparamagnetic iron oxide nanoparticles (SPIONs) using Box-Behnken statistical design\",\"authors\":\"Siau Wui Chin , Min Li Yong , Sarah Lee Tung Law , Omar Hassanien , Jack Hau Ooi , Liang Ee Low , Kooi Yeong Khaw , Chee Wun How , Yong Sze Ong\",\"doi\":\"10.1016/j.nanoso.2025.101504\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>The physicochemical properties of superparamagnetic iron oxide nanoparticles (SPIONs), particularly particle size, critically influence their performance in biomedical applications such as drug delivery, imaging, and magnetic hyperthermia. However, co-precipitation, a commonly used synthesis method for SPIONs, often leads to broad particle size distribution due to limited control over key reaction parameters. This study aims to optimise the synthesis of SPIONs by evaluating the influence of pH, surfactant concentration (PEG-400), and sonication time on particle size using a Box-Behnken response surface methodology (RSM). A total of 15 experimental runs were conducted, and a linear model was revealed to be the most suitable prediction model for particle size. The optimal synthesis conditions of 10 min of sonication time, 1 % PEG-400 and pH 9 produced SPIONs with a particle size of 145 nm. However, the analysis of variance did not indicate significant interactions among the parameters, potentially due to limitations in nanoparticle size measurement methods. Transmission electron microscopy (TEM) confirmed the spherical morphology and aggregation behaviour of the nanoparticles. Furthermore, <em>in vitro</em> cytotoxicity on 4T1 breast cancer cells demonstrated that the SPIONs were non-toxic up 25 μg/mL. These findings provide a valuable reference for the controlled synthesis of SPIONs and support their potential application in cancer theranostics.</div></div>\",\"PeriodicalId\":397,\"journal\":{\"name\":\"Nano-Structures & Nano-Objects\",\"volume\":\"43 \",\"pages\":\"Article 101504\"},\"PeriodicalIF\":5.4500,\"publicationDate\":\"2025-06-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Nano-Structures & Nano-Objects\",\"FirstCategoryId\":\"1\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2352507X25000745\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"Physics and Astronomy\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Nano-Structures & Nano-Objects","FirstCategoryId":"1","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2352507X25000745","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"Physics and Astronomy","Score":null,"Total":0}
Impact of multi-factorial composition on the size of superparamagnetic iron oxide nanoparticles (SPIONs) using Box-Behnken statistical design
The physicochemical properties of superparamagnetic iron oxide nanoparticles (SPIONs), particularly particle size, critically influence their performance in biomedical applications such as drug delivery, imaging, and magnetic hyperthermia. However, co-precipitation, a commonly used synthesis method for SPIONs, often leads to broad particle size distribution due to limited control over key reaction parameters. This study aims to optimise the synthesis of SPIONs by evaluating the influence of pH, surfactant concentration (PEG-400), and sonication time on particle size using a Box-Behnken response surface methodology (RSM). A total of 15 experimental runs were conducted, and a linear model was revealed to be the most suitable prediction model for particle size. The optimal synthesis conditions of 10 min of sonication time, 1 % PEG-400 and pH 9 produced SPIONs with a particle size of 145 nm. However, the analysis of variance did not indicate significant interactions among the parameters, potentially due to limitations in nanoparticle size measurement methods. Transmission electron microscopy (TEM) confirmed the spherical morphology and aggregation behaviour of the nanoparticles. Furthermore, in vitro cytotoxicity on 4T1 breast cancer cells demonstrated that the SPIONs were non-toxic up 25 μg/mL. These findings provide a valuable reference for the controlled synthesis of SPIONs and support their potential application in cancer theranostics.
期刊介绍:
Nano-Structures & Nano-Objects is a new journal devoted to all aspects of the synthesis and the properties of this new flourishing domain. The journal is devoted to novel architectures at the nano-level with an emphasis on new synthesis and characterization methods. The journal is focused on the objects rather than on their applications. However, the research for new applications of original nano-structures & nano-objects in various fields such as nano-electronics, energy conversion, catalysis, drug delivery and nano-medicine is also welcome. The scope of Nano-Structures & Nano-Objects involves: -Metal and alloy nanoparticles with complex nanostructures such as shape control, core-shell and dumbells -Oxide nanoparticles and nanostructures, with complex oxide/metal, oxide/surface and oxide /organic interfaces -Inorganic semi-conducting nanoparticles (quantum dots) with an emphasis on new phases, structures, shapes and complexity -Nanostructures involving molecular inorganic species such as nanoparticles of coordination compounds, molecular magnets, spin transition nanoparticles etc. or organic nano-objects, in particular for molecular electronics -Nanostructured materials such as nano-MOFs and nano-zeolites -Hetero-junctions between molecules and nano-objects, between different nano-objects & nanostructures or between nano-objects & nanostructures and surfaces -Methods of characterization specific of the nano size or adapted for the nano size such as X-ray and neutron scattering, light scattering, NMR, Raman, Plasmonics, near field microscopies, various TEM and SEM techniques, magnetic studies, etc .