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从微生物组大数据中发现具有增强木质纤维素水解功能的双功能酶的计算方法。

In-silico discovery of bifunctional enzymes with enhanced lignocellulose hydrolysis from microbiota big data.

机构信息

Department of Systems and Synthetic Biology, Agricultural Biotechnology Research Institute of Iran (ABRII), Agricultural Research Education and Extension Organization (AREEO), Karaj, Iran.

Laboratory of Complex Biological Systems and Bioinformatics (CBB), Department of Bioinformatics, Institute of Biochemistry and Biophysics (IBB), University of Tehran, Tehran, Iran.

出版信息

Int J Biol Macromol. 2021 Apr 30;177:211-220. doi: 10.1016/j.ijbiomac.2021.02.014. Epub 2021 Feb 5.

Abstract

Due to the importance of using lignocellulosic biomass, it is always important to find an effective novel enzyme or enzyme cocktail or fusion enzymes. Identification of bifunctional enzymes through a metagenomic approach is an efficient method for converting agricultural residues and a beneficial way to reduce the cost of enzyme cocktail and fusion enzyme production. In this study, a novel stable bifunctional cellulase/xylanase, PersiCelXyn1 was identified from the rumen microbiota by the multi-stage in-silico screening pipeline and computationally assisted methodology. The enzyme exhibited the optimal activity at pH 5 and 50°C. Analyzing the enzyme activity at extreme temperature, pH, long-term storage, and presence of inhibitors and metal ions, confirmed the stability of the bifunctional enzyme under harsh conditions. Hydrolysis of the rice straw by PersiCelXyn1 showed its capability to degrade both cellulose and hemicellulose polymers. Also, the enzyme improved the degradation of various biomass substrates after 168 h of hydrolysis. Our results demonstrated the power of the multi-stage in-silico screening to identify bifunctional enzymes from metagenomic big data for effective bioconversion of lignocellulosic biomass.

摘要

由于使用木质纤维素生物质的重要性,寻找一种有效的新型酶或酶混合物或融合酶始终很重要。通过宏基因组学方法鉴定双功能酶是一种将农业残留物转化的有效方法,也是降低酶混合物和融合酶生产成本的有益途径。在这项研究中,通过多阶段的计算辅助方法,从瘤胃微生物组中通过多阶段的计算辅助方法,鉴定出一种新型稳定的纤维素酶/木聚糖酶 PersiCelXyn1。该酶在 pH 5 和 50°C 时表现出最佳活性。通过分析极端温度、pH 值、长期储存以及抑制剂和金属离子存在下的酶活性,证实了双功能酶在恶劣条件下的稳定性。PersiCelXyn1 水解稻草表明其能够降解纤维素和半纤维素聚合物。此外,该酶在 168 小时的水解后提高了各种生物质底物的降解。我们的研究结果表明,多阶段的计算辅助方法可以从宏基因组大数据中识别出双功能酶,用于木质纤维素生物质的有效生物转化。

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