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The toxicity of SiO 2 NPs on cell proliferation and cellular uptake of human lung fibroblastic cell line during the variation of calcination temperature and its modeling by artificial neural network
Journal of Environmental Health Science and Engineering ( IF 3.0 ) Pub Date : 2021-04-30 , DOI: 10.1007/s40201-021-00663-4
Fariba Abbasi 1 , Mohammad Reza Samaei 1 , Hassan Hashemi 1 , Amir Savardashtaki 2 , Abooalfazl Azhdarpoor 1 , Mohammad Javad Fallahi 3 , Mahrokh Jalili 4 , Sylvain Billet 5
Affiliation  

Less attention had been paid to cell toxicity of the various synthesis methods of nanoparticles, this study investigated the effect of the calcination temperature(CT) on the crystallization of SiO2 nanoparticles(NPs), cell proliferation(CP), and cellular uptake(CU) in MRC-5. In this study, parameters were adjusted as CT(70–1000 °C), calcination time(2, 12, and 24 h), and catalyst feed rate(0.01, 0.05, and 0.1 mL.min1). CP was determined by the 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide(MTT) test after a 24-h exposure. The CU was achieved using ICP-MS. Results were analyzed using MATLAB2018. Results revealed that the size of synthesized particles was lower than 50 nm and, the XRD peak varied from 21 to 30° during the increase in CT. FTIR spectra confirmed the existence of Si-O and Si-Cl bonds. The maximum level of crystallization was at 1000 °C. CP decreased with the rise in the concentration of NPs(p < 0.05), as well as an increase in feed rate. A positive relationship between increased crystallization and decreased CP(R = 0.78) was seen, while such a trend was not observed in calcination time. The suggested structure in this study was 4:10:1 with Rall = 0.97, Rtest = 0.97, RMSE = 0.25, and MSE = 0.003. Furthermore, the CU rate increased with the rise in CT and calcination time. The maximum and minimum CU levels were related to NPs calcinated in 1000 °C-24 h and 350 °C-2 h, respectively. As a consequence, the most toxicity of SiO2 NPs was related to the crystalline NP. Therefore, the increase in CT and the calcination time were significant factors affecting on crystallization of SiO2 NPs, CP of lung cell, as well as CU of SiO2.



中文翻译:


煅烧温度变化过程中SiO 2 NPs对人肺成纤维细胞系细胞增殖和细胞摄取的毒性及其人工神经网络建模



以往人们对各种纳米粒子合成方法的细胞毒性关注较少,本研究考察了煅烧温度(CT)对SiO 2纳米粒子(NPs)结晶、细胞增殖(CP)和细胞摄取(CU)的影响。 )在 MRC-5 中。在本研究中,参数调整为CT(70-1000℃)、煅烧时间(2、12和24小时)和催化剂进料速率(0.01、0.05和0.1mL.min 1 )。 CP通过暴露24小时后的3-(4,5-二甲基噻唑-2-基)-2,5-二苯基溴化四唑(MTT)测试测定。 CU 是使用 ICP-MS 获得的。使用 MATLAB2018 分析结果。结果表明,合成颗粒的尺寸小于50 nm,并且随着CT的增加,XRD峰从21°变化到30°。 FTIR 光谱证实了 Si-O 和 Si-Cl 键的存在。最高结晶度为 1000 °C。 CP随着NP浓度的升高( p < 0.05)以及进料速率的增加而降低。结晶增加和 CP 降低之间存在正相关关系(R = 0.78),而在煅烧时间中没有观察到这种趋势。本研究中建议的结构为 4:10:1,R all = 0.97,R test = 0.97,RMSE = 0.25,MSE = 0.003。此外,CU率随着CT和煅烧时间的增加而增加。最大和最小 CU 水平分别与 1000 °C-24 h 和 350 °C-2 h 下煅烧的 NP 相关。因此,SiO 2纳米颗粒的最大毒性与结晶纳米颗粒有关。 因此,CT的增加和煅烧时间是影响SiO 2 NPs结晶、肺细胞CP以及SiO 2 CU的重要因素。

更新日期:2021-04-30
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