Rashtbari Samaneh, Dehghan Gholamreza
Department of Animal Biology, Faculty of Natural Sciences, University of Tabriz, Tabriz, Iran.
Department of Animal Biology, Faculty of Natural Sciences, University of Tabriz, Tabriz, Iran.
J Hazard Mater. 2021 Mar 15;406:124340. doi: 10.1016/j.jhazmat.2020.124340. Epub 2020 Oct 26.
In this work, a soluble biopolymer was prepared by conjugating the bovine serum albumin (BSA) with transition metal ion (Cu). BSA-Cu complex was synthesized and characterized using UV-vis absorption, fluorescence and ATR-FTIR spectroscopies. A colorimetric guaiacol oxidation based method, was used to study the catalytic activity of complex and the results indicated its laccase-like activity. Compared with laccase, BSA-Cu complex showed a higher K value and a similar V value at the same mass concentration. Also, the ability of the BSA-Cu complex to decolorize malachite green (MG) was tested and the results showed that the complex was able to complete the decolorization process of MG within 30 min. Using gas chromatography/mass spectrometry (GC-MS) the resultant metabolites of MG degradation were analyzed and the toxicity of degradation products was assessed against Escherichia coli and Bacillus subtilis. The results confirmed the formation of less toxic products after degradation of MG by BSA-Cu complex. To predict the decolorization efficiency (DE%) of MG, an artificial neural network (ANN) was designed with five, five and one neurons in the input, hidden and output layers, respectively. The obtained results showed the ability of the designed ANN to predict MG removal successfully.
在本研究中,通过将牛血清白蛋白(BSA)与过渡金属离子(Cu)共轭制备了一种可溶性生物聚合物。合成了BSA-Cu复合物,并使用紫外可见吸收光谱、荧光光谱和衰减全反射傅里叶变换红外光谱对其进行了表征。采用基于比色法的愈创木酚氧化法研究了该复合物的催化活性,结果表明其具有类似漆酶的活性。与漆酶相比,在相同质量浓度下,BSA-Cu复合物表现出更高的K值和相似的V值。此外,测试了BSA-Cu复合物使孔雀石绿(MG)脱色的能力,结果表明该复合物能够在30分钟内完成MG的脱色过程。使用气相色谱/质谱联用仪(GC-MS)分析了MG降解产生的代谢产物,并评估了降解产物对大肠杆菌和枯草芽孢杆菌的毒性。结果证实,BSA-Cu复合物降解MG后形成的产物毒性较小。为了预测MG的脱色效率(DE%),设计了一个人工神经网络(ANN),其输入层、隐藏层和输出层分别有五个、五个和一个神经元。所得结果表明,所设计的ANN能够成功预测MG的去除情况。