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采用响应面法优化超滤膜分离木糖还原酶的操作参数

Optimization of operating parameters for xylose reductase separation through ultrafiltration membrane using response surface methodology.

作者信息

Krishnan Santhana, Suzana B Noor, Wahid Zularisam Abdul, Nasrullah Mohd, Abdul Munaim Mimi Sakinah, Din Mohd Fadhil Bin Md, Taib Shazwin Mat, Li Yu You

机构信息

Center of Environmental Sustainability and Water Security (IPASA), Research Institute of Sustainable Environment (RISE), School of Civil Engineering, Faculty of Engineering, Universiti Teknologi Malaysia (UTM), 81310, Johor Bahru, Malaysia.

Faculty of Chemical Engineering and Natural Resources, Universiti Malaysia Pahang, Lebuhraya Tun Razak, 26300, Kuantan Pahang, Malaysia.

出版信息

Biotechnol Rep (Amst). 2020 Jun 29;27:e00498. doi: 10.1016/j.btre.2020.e00498. eCollection 2020 Sep.

Abstract

The application of the xylose reductase (XR) enzyme in the development of biotechnology demands an efficient and large scale enzyme separation technique. The aim of this present work was to optimize xylose reductase (XR) purification process through ultrafiltration membrane (UF) technology using Central composite design (CCD) of response surface methods (RSM). The three effective parameters analyzed were filtration time (0-100), transmembrane pressure (TMP) (1-1.6 bar), cross flow velocity (CFV) (0.52-1.2 cm/s) and its combined effect to obtain high flux with less possibility of membrane fouling. Experimental studies revealed that the best range for optimization process for filtration time, operational transmembrane pressure and cross flow velocity was 30 min, 1.4 bars and 1.06 cm/s, respectively as these conditions yielded the highest membrane permeability (56.03 Lmh- bar) and xylitol content (15.49 g/l). According to the analysis of variance (ANOVA), the p-value (<0.0001) indicated the designed model was highly significant. The error percentage between the actual and predicted value for membrane permeability and xylitol amount (2.21 % and 4.85 % respectively), which both were found to be close to the predicted values. The verification experiments gave membrane actual permeability of 57.3 Lmh- bar and 16.29 g/l of xylitol production, thus indicating that the successfully developed model to predict the response.

摘要

木糖还原酶(XR)在生物技术开发中的应用需要高效且大规模的酶分离技术。本研究的目的是通过采用响应面法(RSM)的中心复合设计(CCD),利用超滤膜(UF)技术优化木糖还原酶(XR)的纯化工艺。分析的三个有效参数为过滤时间(0 - 100)、跨膜压力(TMP)(1 - 1.6巴)、错流速度(CFV)(0.52 - 1.2厘米/秒)及其组合效应,以获得高通量且膜污染可能性较小的结果。实验研究表明,过滤时间、操作跨膜压力和错流速度的最佳优化范围分别为30分钟、1.4巴和1.06厘米/秒,因为这些条件产生了最高的膜渗透率(56.03 Lmh-巴)和木糖醇含量(15.49克/升)。根据方差分析(ANOVA),p值(<0.0001)表明设计的模型具有高度显著性。膜渗透率和木糖醇量的实际值与预测值之间的误差百分比(分别为2.21%和4.85%),发现两者均接近预测值。验证实验得到的膜实际渗透率为57.3 Lmh-巴,木糖醇产量为16.29克/升,从而表明成功开发的模型能够预测响应。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/469a/7341114/63f3d7c39fa9/gr1.jpg

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