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Dive into the research topics where Yan Feng is active.

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Featured researches published by Yan Feng.


Journal of Biological Chemistry | 2014

Enhanced enzyme kinetic stability by increasing rigidity within the active site.

Yuan Xie; Jiao An; Guangyu Yang; Geng Wu; Yong Zhang; Li Cui; Yan Feng

Background: Improving the kinetic stability of enzymes is a key issue for protein engineers. Results: Mutagenesis of residues with a high B factor located within 10 Å of the catalytic Ser105 residue enhances kinetic stability dramatically. Conclusion: Increasing the rigidity of the flexible segment within the active site improves enzymatic kinetic stability. Significance: Optimization of the active site may an alternative, efficient approach for enhancing protein stabilization. Enzyme stability is an important issue for protein engineers. Understanding how rigidity in the active site affects protein kinetic stability will provide new insight into enzyme stabilization. In this study, we demonstrated enhanced kinetic stability of Candida antarctica lipase B (CalB) by mutating the structurally flexible residues within the active site. Six residues within 10 Å of the catalytic Ser105 residue with a high B factor were selected for iterative saturation mutagenesis. After screening 2200 colonies, we obtained the D223G/L278M mutant, which exhibited a 13-fold increase in half-life at 48 °C and a 12 °C higher T5015, the temperature at which enzyme activity is reduced to 50% after a 15-min heat treatment. Further characterization showed that global unfolding resistance against both thermal and chemical denaturation also improved. Analysis of the crystal structures of wild-type CalB and the D223G/L278M mutant revealed that the latter formed an extra main chain hydrogen bond network with seven structurally coupled residues within the flexible α10 helix that are primarily involved in forming the active site. Further investigation of the relative B factor profile and molecular dynamics simulation confirmed that the enhanced rigidity decreased fluctuation of the active site residues at high temperature. These results indicate that enhancing the rigidity of the flexible segment within the active site may provide an efficient method for improving enzyme kinetic stability.


Applied and Environmental Microbiology | 2012

Enhancing the Promiscuous Phosphotriesterase Activity of a Thermostable Lactonase (GkaP) for the Efficient Degradation of Organophosphate Pesticides

Yu Zhang; Jiao An; Wei Ye; Guangyu Yang; Zhi-Gang Qian; Hai-Feng Chen; Li Cui; Yan Feng

ABSTRACT The phosphotriesterase-like lactonase (PLL) enzymes in the amidohydrolase superfamily hydrolyze various lactones and exhibit latent phosphotriesterase activities. These enzymes serve as attractive templates for in vitro evolution of neurotoxic organophosphates (OPs) with hydrolytic capabilities that can be used as bioremediation tools. Here, a thermostable PLL from Geobacillus kaustophilus HTA426 (GkaP) was targeted for joint laboratory evolution with the aim of enhancing its catalytic efficiency against OP pesticides. By a combination of site saturation mutagenesis and whole-gene error-prone PCR approaches, several improved variants were isolated. The most active variant, 26A8C, accumulated eight amino acid substitutions and demonstrated a 232-fold improvement over the wild-type enzyme in reactivity (k cat/Km ) for the OP pesticide ethyl-paraoxon. Concomitantly, this variant showed a 767-fold decrease in lactonase activity with δ-decanolactone, imparting a specificity switch of 1.8 × 105-fold. 26A8C also exhibited high hydrolytic activities (19- to 497-fold) for several OP pesticides, including parathion, diazinon, and chlorpyrifos. Analysis of the mutagenesis sites on the GkaP structure revealed that most mutations are located in loop 8, which determines substrate specificity in the amidohydrolase superfamily. Molecular dynamics simulation shed light on why 26A8C lost its native lactonase activity and improved the promiscuous phosphotriesterase activity. These results permit us to obtain further insights into the divergent evolution of promiscuous enzymes and suggest that laboratory evolution of GkaP may lead to potential biological solutions for the efficient decontamination of neurotoxic OP compounds.


Scientific Reports | 2016

A general and efficient strategy for generating the stable enzymes.

Xiaofei Zhang; Guangyu Yang; Yong Zhang; Yuan Xie; Stephen G. Withers; Yan Feng

The local flexibility of an enzyme’s active center plays pivotal roles in catalysis, however, little is known about how the flexibility of these flexible residues affects stability. In this study, we proposed an active center stabilization (ACS) strategy to improve the kinetic thermostability of Candida rugosa lipase1. Based on the B-factor ranking at the region ~10u2009Å within the catalytic Ser209, 18 residues were selected for site-saturation mutagenesis. Based on three-tier high-throughput screening and ordered recombination mutagenesis, the mutant VarB3 (F344I/F434Y/F133Y/F121Y) was shown to be the most stable, with a 40-fold longer in half-life at 60u2009°C and a 12.7u2009°C higher Tm value than that of the wild type, without a decrease in catalytic activity. Further analysis of enzymes with different structural complexities revealed that focusing mutations on the flexible residues within around 10u2009Å of the catalytic residue might increase the success rate for enzyme stabilization. In summary, this study identifies a panel of flexible residues within the active center that affect enzyme stability. This finding not only provides clues regarding the molecular evolution of enzyme stability but also indicates that ACS is a general and efficient strategy for exploring the functional robustness of enzymes for industrial applications.


PLOS ONE | 2014

An improved single cell ultrahigh throughput screening method based on in vitro compartmentalization.

Fuqiang Ma; Yuan Xie; Chen Huang; Yan Feng; Guangyu Yang

High-throughput screening is a key technique in discovery and engineering of enzymes. In vitro compartmentalization based fluorescence-activated cell sorting (IVC-FACS) has recently emerged as a powerful tool for ultrahigh-throughput screening of biocatalysts. However, the accuracy of current IVC-FACS assays is severely limited by the wide polydispersity of micro-reactors generated by homogenizing. Here, an improved protocol based on membrane-extrusion technique was reported to generate the micro-reactors in a more uniform manner. This crucial improvement enables ultrahigh-throughput screening of enzymatic activity at a speed of >108 clones/day with an accuracy that could discriminate as low as two-fold differences in enzymatic activity inside the micro-reactors, which is higher than similar IVC-FACS systems ever have reported. The enzymatic reaction in the micro-reactors has very similar kinetic behavior compared to the bulk reaction system and shows wide dynamic range. By using the modified IVC-FACS, E. coli cells with esterase activity could be enriched 330-fold from large excesses of background cells through a single round of sorting. The utility of this new IVC-FACS system was further illustrated by the directed evolution of thermophilic esterase AFEST. The catalytic activity of the very efficient esterase was further improved by ∼2-fold, resulting in several improved mutants with k cat/K M values approaching the diffusion-limited efficiency of ∼108 M−1s−1.


PLOS ONE | 2012

Role of the NC-loop in catalytic activity and stability in lipase from Fervidobacterium changbaicum.

Binchun Li; Guangyu Yang; Lie Wu; Yan Feng

Flexible NC-loops between the catalytic domain and the cap domain of the α/β hydrolase fold enzymes show remarkable diversity in length, sequence, and configuration. Recent investigations have suggested that the NC-loop might be involved in catalysis and substrate recognition in many enzymes from the α/β hydrolase fold superfamily. To foster a deep understanding of its role in catalysis, stability, and divergent evolution, we here systemically investigated the function of the NC-loop (residues 131–151) in a lipase (FClip1) from thermophilic bacterium Fervidobacterium changbaicum by loop deletion, alanine-scanning mutagenesis and site-directed mutagenesis. We found that the upper part of the NC-loop (residues 131–138) was of great importance to enzyme catalysis. Single substitutions in this region could fine-tune the activity of FClip1 as much as 41-fold, and any deletions from this region rendered the enzyme completely inactive. The lower part of the NC-loop (residues 139–151) was capable of enduring extensive deletions without loss of activity. The shortened mutants in this region were found to show both improved activity and increased stability simultaneously. We therefore speculated that the NC-loop, especially the lower part, would be a perfect target for enzyme engineering to optimize the enzymatic properties, and might present a hot zone for the divergent evolution of α/β hydrolases. Our findings may provide an opportunity for better understanding of the mechanism of divergent evolution in the α/β hydrolase fold superfamily, and may also guide the design of novel biocatalysts for industrial applications.


Metabolic Engineering | 2017

Biosynthesis of plant-derived ginsenoside Rh2 in yeast via repurposing a key promiscuous microbial enzyme

Yu Zhuang; Guangyu Yang; Xiaohui Chen; Qian Liu; Xueli Zhang; Zixin Deng; Yan Feng

Ginsenoside Rh2 is a potential anticancer drug isolated from medicinal plant ginseng. Fermentative production of ginsenoside Rh2 in yeast has recently been investigated as an alternative strategy compared to extraction from plants. However, the titer was quite low due to low catalytic capability of the key ginseng glycosyltransferase in microorganisms. Herein, we have demonstrated high-level production of ginsenoside Rh2 in Saccharomyces cerevisiae via repurposing an inherently promiscuous glycosyltransferase, UGT51. The semi-rationally designed UGT51 presented an ~1800-fold enhanced catalytic efficiency (kcat/Km) for converting protopanaxadiol to ginsenoside Rh2 in vitro. Introducing the mutant glycosyltransferase gene into yeast increased Rh2 production from 0.0032 to 0.39mg/g dry cell weight (DCW). Further metabolic engineering, including preventing Rh2 degradation and increasing UDP-glucose precursor supply, increased Rh2 production to 2.90mg/g DCW, which was more than 900-fold higher than the starting strain. Finally, fed-batch fermentation in a 5-L bioreactor led to production of ~300mg/L Rh2, which was the highest titer reported.


PLOS ONE | 2012

Deletion of FoxN1 in the thymic medullary epithelium reduces peripheral T cell responses to infection and mimics changes of aging

Jianfei Guo; Yan Feng; Peter Barnes; Fang Fang Huang; Steven Idell; Dong Ming Su; Homayoun Shams

Aging increases susceptibility to infection, in part because thymic involution culminates in reduced naïve T-lymphocyte output. Thymic epithelial cells (TECs) are critical to ensure normal maturation of thymocytes and production of peripheral T cells. The forkhead-class transcription factor, encoded by FoxN1, regulates development, differentiation, and function of TECs, both in the prenatal and postnatal thymus. We recently showed that expression of FoxN1, by keratin 14 (K14)-expressing epithelial cells is essential for maintenance of thymic medullary architecture, and deletion of FoxN1 in K14 promoter-driven TECs inhibited development of mature TECs and reduced the number of total thymocytes. These findings are reminiscent of changes observed during normal thymic aging. In the current report, we compared the effects of K14-driven FoxN1 deletion on peripheral T cell function in response to influenza virus infection with those associated with normal aging in a mouse model. FoxN1-deleted mice had reduced numbers of peripheral CD62L+CD44− naïve T-cells. In addition, during influenza infection, these animals had reduced antigen-specific CD8+ T-cell and IgG responses to influenza virus, combined with increased lung injury, weight loss and mortality. These findings paralleled those observed in aged wild type mice, providing the first evidence that K14-mediated FoxN1 deletion causes changes in T-cell function that mimic those in aging during an immune response to challenge with an infectious agent.


Journal of Biological Chemistry | 2012

Chimeric Cellulase Matrix for Investigating Intramolecular Synergism between Non-hydrolytic Disruptive Functions of Carbohydrate-binding Modules and Catalytic Hydrolysis

Yuguo Wang; Rentao Tang; Jin Tao; Xiaonan Wang; Baisong Zheng; Yan Feng

Background: Disruptive functions of carbohydrate-binding modules (CBMs) toward crystalline cellulose and their synergism with hydrolases are important. Results: Chimeric cellulases derived from the cellulase matrix have activities toward crystalline cellulose. Conclusion: Analysis of chimeric cellulase activities allows quantification of the disruptive functions of CBMs. Significance: An efficient strategy was established to investigate non-hydrolytic disruptive functions and their synergism with hydrolysis. The conversion of renewable cellulosic biomass is of considerable interest for the production of biofuels and materials. The bottleneck in the efficient conversion is the compactness and resistance of crystalline cellulose. Carbohydrate-binding modules (CBMs), which disrupt crystalline cellulose via non-hydrolytic mechanisms, are expected to overcome this bottleneck. However, the lack of convenient methods for quantitative analysis of the disruptive functions of CBMs have hindered systematic studies and molecular modifications. Here we established a practical and systematic platform for quantifying and comparing the non-hydrolytic disruptive activities of CBMs via the synergism of CBMs and a catalytic module within designed chimeric cellulase molecules. Bioinformatics and computational biology were also used to provide a deeper understanding. A convenient vector was constructed to serve as a cellulase matrix into which heterologous CBM sequences can be easily inserted. The resulting chimeric cellulases were suitable for studying disruptive functions, and their activities quantitatively reflected the disruptive functions of CBMs on crystalline cellulose. In addition, this cellulase matrix can be used to construct novel chimeric cellulases with high hydrolytic activities toward crystalline cellulose.


Journal of Physical Chemistry B | 2015

Recognition Mechanism between Lac Repressor and DNA with Correlation Network Analysis

Lishi Xu; Wei Ye; Cheng Jiang; Jingxu Yang; Jinmai Zhang; Yan Feng; Ray Luo; Hai-Feng Chen

Lac repressor is a DNA-binding protein which inhibits the expression of a series of genes involved in lactose metabolism. Lac repressor can bind at a random DNA site via nonspecific interactions; then, it rapidly translocates through the double chain of DNA until it finds the specific binding site. Therefore, the site transform between these two modes is essential for the specific recognition between Lac repressor and DNA. Here, the recognition mechanism between Lac repressor and DNA was illustrated with molecular dynamics simulations and correlation network analyses. We have found that the correlation network of the specific system (2KEI) is more centralized and denser than that of the nonspecific system (1OSL). The significant difference in the networks between the nonspecific and specific systems is apparently due to the different binding modes. Then, different interaction modes were found where electrostatic and hydrogen bonding interactions in the nonspecific system are stronger than those in the specific system. Hydrophobic interactions were found only in specific complexes and mostly focused on the hinge helices. Furthermore, the hinge helix will induce the bending of DNA for the specific system. At the same time, a common specific sequence of DNA was revealed for three specific systems. Then, two design systems (positive and control) were used to evaluate the specific recognition between DNA and Lac repressor. These combined methods can be used to reveal the recognition mechanism between other transcription factors and DNA.


PLOS ONE | 2015

Active Site Loop Conformation Regulates Promiscuous Activity in a Lactonase from Geobacillus kaustophilus HTA426

Yu Zhang; Jiao An; Guangyu Yang; Aixi Bai; Baisong Zheng; Zhiyong Lou; Geng Wu; Wei Ye; Hai-Feng Chen; Yan Feng; Giuseppe Manco

Enzyme promiscuity is a prerequisite for fast divergent evolution of biocatalysts. A phosphotriesterase-like lactonase (PLL) from Geobacillus kaustophilus HTA426 (GkaP) exhibits main lactonase and promiscuous phosphotriesterase activities. To understand its catalytic and evolutionary mechanisms, we investigated a “hot spot” in the active site by saturation mutagenesis as well as X-ray crystallographic analyses. We found that position 99 in the active site was involved in substrate discrimination. One mutant, Y99L, exhibited 11-fold improvement over wild-type in reactivity (kcat/Km) toward the phosphotriesterase substrate ethyl-paraoxon, but showed 15-fold decrease toward the lactonase substrate δ-decanolactone, resulting in a 157-fold inversion of the substrate specificity. Structural analysis of Y99L revealed that the mutation causes a ∼6.6 Å outward shift of adjacent loop 7, which may cause increased flexibility of the active site and facilitate accommodation and/or catalysis of organophosphate substrate. This study provides for the PLL family an example of how the evolutionary route from promiscuity to specificity can derive from very few mutations, which promotes alteration in the conformational adjustment of the active site loops, in turn draws the capacity of substrate binding and activity.

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Guangyu Yang

Shanghai Jiao Tong University

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Yuan Xie

Shanghai Jiao Tong University

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Jiao An

Shanghai Jiao Tong University

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Yong Zhang

Shanghai Jiao Tong University

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Hai-Feng Chen

Shanghai Jiao Tong University

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Li Cui

Shanghai Jiao Tong University

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Xiaofei Zhang

Shanghai Jiao Tong University

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Fuqiang Ma

Shanghai Jiao Tong University

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