Difference between revisions of "Team:FJNU-China/Description"

 
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  <h1 style="text-align: center;margin-top: 100px;">Description</h1>
 
  <h1 style="text-align: center;margin-top: 100px;">Description</h1>
 
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            <h2 style="text-shadow: 0 0 20px green;">Phenyllactic acid</h2>
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            <p>&nbsp;&nbsp;&nbsp;&nbsp;Phenyllactic acid (PLA)<span style="vertical-align:super;font-size:13px;">[1]</span>
            <h2 >Overview</h2>
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(C<sub>9</sub>H<sub>10</sub>O<sub>3</sub>), also is known as 3-phenyllactic acid or β-PLA. Phenyllactic acid (PLA) is widely found in cheese, honey and other foods, and it is nontoxic for human and animal cells. PLA is a very stable and important natural small molecule organic acid <span style="vertical-align:super;font-size:13px;">[2]</span>.<br>
            <p>&nbsp;&nbsp;Reliable and repeatable measurement is a key component to all engineering disciplines. However, the number of cells in the sample is a  variability in measurements. The goal of the iGEM InterLab Study is to identify and correct the sources of systematic variability in synthetic biology measurements. This year, our team take part in the fifth InterLab study, using <span style="font-style:italic;">normalizing</span> to absolute cell count or CFUs instead of OD to reduce variability of fluorescence measurements.</p>
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&nbsp;&nbsp;&nbsp;&nbsp;There are two isomers of phenyllactic acid is D- phenyllactic acid (D-PLA) and L- phenyllactic acid (L-PLA), while D- phenyllactic acid (D-PLA) has higher antibacterial activity.</p>
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<p style="font-size:15px; text-align:center;">Fig.1 Chemical structure of D-PLA</p>
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             <h2> Materials</h2>
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             <h2 style="text-shadow: 0 0 20px green;"> Application</h2>
            <p ><span style="font-size:20px;font-weight:bold;">Strain used</span></br><span style=" font-style:italic;">Escherichia coli</span>&nbsp;&nbsp;DH5α</p>
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            <p >&nbsp;&nbsp;&nbsp;&nbsp;PLA is a safe compound and nontoxic for human and animals. As a new natural antibacterial substance and preservative, it can inhibit a series of gram-negative, gram-positive bacteria and fungi. As a clinical hemostatic drug, PLA can be used to prevent platelet aggregation and coronary artery expansion. In addition, PLA can also be used as a skin protectant to keep skin hydrated.</br>
            <p ><span style="font-size:20px;font-weight:bold;">Plasmid used</span></br>Negative control: BBa_R0040  Plate 7 Well 2D </br>
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Positive control: BBa_I20270  Plate 7 Well 2B  </br>
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Test Device 1: BBa_J364000  Plate 7 Well 2F  </br>
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Test Device 2: BBa_J364001  Plate 7 Well 2H  </br>
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Test Device 3: BBa_J364002  Plate 7 Well 2J  </br>
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Test Device 4: BBa_J364007  Plate 7 Well 2L  </br>
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Test Device 5: BBa_J364008  Plate 7 Well 2N  <br>
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Test Device 6: BBa_J364009  Plate 7 Well 2P
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            <p ><span style="font-size:20px;font-weight:bold;">Machine</span></br>Molecular Devices SpectraMax i3x
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            <h2 >Methods</h2>
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            <p>&nbsp;&nbsp;We followed this <a href="https://static.igem.org/mediawiki/2018/3/3e/T--FJNU-China--Interlab-Protocol.pdf">protocol</a> to do the Interlab Study.</br>&nbsp;&nbsp;When we completed three of the calibration measurements, performing the cell measurements. Used the same plates, volumes and settings that we used in calibration protocol.  We transformed E.coli DH5α competent cells with the 8 plasmids and picked 2 colonies from each of plates into 5 mL LB medium + Chloramphenicol. After culturing the cells overnight at 37°C and 220 rpm, we used plate reader to measure the Abs600 and fluorescence of samples at 0, 6 hours.</p>
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            <h2 >Result</h2>
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          <p ><span style="font-size:20px;font-weight:bold;">Calibration</span></br>Calibration 1: OD600 reference point</p>
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      <p style="font-size: 40px;text-align:center;">&nbsp;</p>
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          </br><p >Calibration 2: Particle Standard Curve</p>
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        <p style="line-height:1.7em !important; text-align:left !important; margin-left:15px; ">&nbsp;&nbsp;&nbsp;&nbsp;PLA is a new type of natural antibacterial substance and preservative.</p>
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        <p style="line-height:1.2em !important; text-align:left !important;  margin-left:15px;">&nbsp;&nbsp;&nbsp;&nbsp;PLA can be used as a hemostatic drug
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And skin protectant</p>
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        <p style="line-height:1.2em !important; text-align:left !important;  margin-left:15px;">&nbsp;&nbsp;&nbsp;&nbsp;PLA produced by synthetic biology and it has less pollutants.</p>
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<p>&nbsp;&nbsp;&nbsp;&nbsp;Nowadays, there are many methods of chemical synthesis of phenyllactic acid, but these methods produce various waste pollutants in the production process. Futhermore, the chemical methods for PLA synthesis also caused many problems, such as difficulties of separation and purification of product and so on. Here we has PLA synthesized by the engineered microorganism. This method has the advantages of low production cost, less pollutant, convenient product separation, high specificity and low energy consumption, which makes the microorganism synthesis of phenyllactic acid more attractive.</p>
  
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      <div id="PLA">      <h2 style="text-shadow: 0 0 20px green;">The pathway of production</h2>  </div>
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            <p>&nbsp;&nbsp;&nbsp;&nbsp;For the PLA biosynthesis pathway, phenylalanine is converted to phenylpyruvic acid by the phenylalanine aminotransferase (Tyrb) from <span style="font-style:italic;">Escherichia coli 21B</span>, and then phenylpyruvic acid is dehydrogenated by D-lactate dehydrogenase (D-ldh) to form  phenyllactic acid (PLA).</br>
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&nbsp;&nbsp;&nbsp;&nbsp;However, high level of D-lactate dehydrogenase expression can be obtained, while the expression levels of the other two enzymes phenylalanine aminotransferase and glutamate dehydrogenase are very low. In order to achieve higher D-PLA production, we must solve the expression balance of the D-lactate dehydrogenase, phenylalanine aminotransferase and glutamate dehydrogenase in the metabolic pathway. Therefore, we reduced the expression level of D-lactate dehydrogenase by introducing the rare arginine codons in the D-lactate dehydrogenase gene, and the results showed that the D-PLA had the highest production after 4 rare codons of Arg were introduced.
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      <img class="img-responsive center-block" src="https://static.igem.org/mediawiki/2018/7/70/T--FJNU-China--PLA_circulation_short.png" style="width:80%"  >
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<p style="font-size:15px; text-align:center;">Fig.2 Schematic diagram and equation of D-PLA production system</p>
 
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            <p>&nbsp;&nbsp;&nbsp;&nbsp;Since D - lactate dehydrogenase is a NADH - dependent oxidoreductase in the metabolic pathway, theoretically the cofactor NADH produced by <span style="font-style:italic;">E. coli</span> cells cannot meet the redox reaction requirements of the over-expressed D - lactate dehydrogenase.  In order to avoid the high cost of adding exogenous NADH, we designed the regeneration system of NADH that was regulated by glutamate dehydrogenase rocG from <span style="font-style:italic;">Bacillus subtilis</span> to produce additional NADH to meet demand of the catalytic reaction of D-lactate dehydrogenase. Higher efficiency of the conversion of phenylpyruvic acid into D-PLA can be achieved by increased availability of NADH.
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<img src="https://static.igem.org/mediawiki/2018/e/ee/T--FJNU-China--Interlab-figue34.png" alt="figue34">
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      <img class="img-responsive center-block" src="https://static.igem.org/mediawiki/2018/9/94/T--FJNU-China--PLA_circulation_long_.png" style="width:80%"  >
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<p style="font-size:15px; text-align:center;">Fig.3 Schematic diagram and equation of D-PLA production by introducing a self-sufficient system</p>
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          <p ><span style="font-size:20px;font-weight:bold;">Cell measurement</span></p>
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            <p>&nbsp;&nbsp;&nbsp;&nbsp;The D-lactic dehydrogenase used in this project was derived from <span style="font-style:italic;">Lactobacillus bulgaricus</span> ATCC 11842 D-ldh <a href="http://parts.igem.org/Part:BBa_K2570012">(BBa_K2570012)</a>, and the 52<span style="vertical-align:super;">nd</span> (Tyrosine mutates into leucine) D-lactic dehydrogenase was mutated into the hydrophobic amino acid leucine by fusing PCR, resulting in improvement of the enzymatic activity of the D-lactic dehydrogenase. The phenylalanine transaminase TyrB <a href="http://parts.igem.org/Part:BBa_K2570002">(BBa_K2570002)</a> was derived from <span style="font-style:italic;">Escherichia coli</span> 21B, and it was co-expressed with D-lactic dehydrogenase in the vector (pRB1s), and then the engineered host cells can produce D-PLA using phenylalanine as the substrate. To improve the NADH availablity of the engineered host cells, we introduced a glutamate dehydrogenase rocG <a href="http://parts.igem.org/Part:BBa_K2570013">(BBa_K2570013)</a> into the cells to enhance the D-lactate dehydrogenase-dependent NADH cofactor regeneration system. Then the improved NADH regeneration can be achieved when the co-expression of rocG , D-lactate dehydrogenase D-ldh and phenylalanine aminotransferase Tyrb were realized.</br>
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&nbsp;&nbsp;&nbsp;&nbsp;Details can be found on our <a href="https://2018.igem.org/Team:FJNU-China/Result">Result</a> page
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            <h2 >2-Phenylethanol</h2>
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            <p>&nbsp;&nbsp;&nbsp;&nbsp;2-Phenylethanol (2-phenylethanol, 2-PE) is one of the most important perfume, which has a rose-like quietly elegant, delicate and persistent aroma. 2-PE was first discovered as a characteristic aroma compound in roses. Among the essential oils of Damascus rose, 2-PE accounts for more than 60% of its total volatile matter content. 2-PE is popular and loved by its aromatic aroma, making 2-PE the most widely used perfume compound in the perfume and cosmetic industries. </br>
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&nbsp;&nbsp;&nbsp;&nbsp;In addition, 2-PE is widely used as a flavor in the food industry, such as beverages, bread, biscuits, chewing gum, and the like. Hence, 2-PE is widely used as a main ingredient in rose scent flavors in the perfume, cosmetics and food industries.</p>
  
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      <img class="img-responsive center-block" src="https://static.igem.org/mediawiki/2018/e/ec/T--FJNU-China--Description-2pe-chemi.png" style="width:40%"  >
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<p style="font-size:15px; text-align:center;">Fig.4 Chemical structure of 2-Phenylethanol</p>
 
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            <p>&nbsp;&nbsp;&nbsp;&nbsp;Simultaneously, due to the long fermentation cycle of the <span style="font-style:italic;">yeast</span>, the substrate conversion rate is low, and 2-PE as a bactericide can inhibit <span style="font-style:italic;">yeast</span> growth, and it is difficult to accumulate a higher concentration of 2-PE in <span style="font-style:italic;">yeast</span> fermentation.<sup>[3]</sup></br>
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&nbsp;&nbsp;&nbsp;&nbsp;Hence, we used <span style="font-style:italic;">E. coli</span> <span style="font-style:italic;">tnaA </span> gene deletion strain as our engineering strain to construct <span style="font-style:italic;">E. coli</span> whole-cell catalyst biosynthesis 2-PE, which can effectively separate cell growth and 2-PE synthesis process by whole cell catalysis. To avoid the inhibition of cell growth by 2-PE, it can effectively avoid the inhibition of cell growth by 2-PE.
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             <h2 >Analyse</h2>
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             <p style="margin-bottom: 5px;">&nbsp;&nbsp;A standard curve in a linear relationship can be obtained by calibration experiments.</br>
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By comparing and analyzing the fluorescence values and Absorbance value of the different test devices at 0 and 6 hours, we can draw the following conclusions: the negative control and the positive control showed significant differences in the 6h fluorescence measurement results. Among the six different test equipment, Device 4 has the strongest fluorescence, while Device 3 has the lowest fluorescence. Compared with the relation between absorbance and fluorescence value, we can't get the relationship, and we need to improve on the control variables during the experiment.
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             <h2> Application</h2>
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             <p >&nbsp;&nbsp;&nbsp;&nbsp;As a rose-like fragrance material, 2-PE is traditionally extracted from roses,but the yield is usually low. Nowadays, 2-PE is produced mainly by chemical synthesis, but it also has many disadvantages such as being environmentally unfriendly and producing unwanted byproducts. To effectively avoid the problems mentioned above, our project is planned to produce 2-PE through biosynthesis. Bio-technologically produced flavors are currently considered as natural by European and U.S. food agencies, which also proves the feasibility and safety of our project. </br>
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&nbsp;&nbsp;&nbsp;&nbsp;Moreover, bio-technological production of 2-PE is highly desired in many fields and holds promise to be the most commercially viable route to produce 2-PE. The main method of biosynthesis 2-PE is to synthesize 2-PE by Ehrlich pathway using L-phenylalanine (L-Phe) as a substrate.
 
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            <h2 >Discussion</h2>
 
            <p style="margin-bottom: 5px;">&nbsp;&nbsp;&nbsp;&nbsp;During the experiment, we encountered two problems.</br>
 
&nbsp;&nbsp;1. In the cell measurement experiment, we need to dilute the cultures further to a target Abs600 of 0.02, but there are errors with in the actual operation, can not be accurately diluted to 0.02. So we hope that the protocol can provide acceptable error range.</br>
 
&nbsp;&nbsp;2. In the second calibration, the particle standard curve log graph is not a straight line. We guess that it is due to pipetting error or the time to add the sample is too long.
 
  
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        <p style="line-height:1.7em !important; text-align:left !important; margin-left:15px; ">&nbsp;&nbsp;&nbsp;&nbsp;It can be used as a drug which has funtion of anti-inflammatory, anti-viral, anti-tumor, anti-oxidation, immune regulation, enhance memory, etc.</p>
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        <p style="line-height:1.2em !important; text-align:left !important;  margin-left:15px;">&nbsp;&nbsp;&nbsp;&nbsp;It can effectively inhibit many diseases and can be used as antibacterial substances to replace synthetic fungicides and disinfectants.</p>
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        <p style="line-height:1.2em !important; text-align:left !important;  margin-left:15px;">&nbsp;&nbsp;&nbsp;&nbsp;Bio-technologically produced flavors are currently considered as natural by European and U.S. food agencies.</p>
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        <div id="2-PE">        <h2> The pathway of production</h2> </div>
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            <p >&nbsp;&nbsp;&nbsp;&nbsp;A heterologous Ehrlich pathway was constructed for 2-PE bio-synthesis in <span style="font-style:italic;">E. coli</span> by co-overexpressing the aromatic transaminase from <span style="font-style:italic;">E. coli</span> (TyrB, WP032305522.1), phenylpyruvate decarboxylase from <span style="font-style:italic;">S. cerevisiae</span> (Aro10, NP 010668.3) and dehydrogenation of reductase from <span style="font-style:italic;">Rose</span> (PAR, BAG 13450.2). </br>
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&nbsp;&nbsp;The substrate phenylalanine is converted to phenylpyruvate by transamination of tyrosine aminotransferase (TyrB), followed by decarboxylation of phenylpyruvate decarboxylase (Aro10) to form phenylacetaldehyde, and finally by phenylacetaldehyde. Dehydrogenation of reductase (PAR) produces 2-PE. The synthesis of 2-PE was achieved, and the concentration of L-Phe, 2-PE was measured by HPLC.</br>
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&nbsp;&nbsp;&nbsp;&nbsp;The overall stoichio-metric equation of the reactions in this biosynthetic system is:</br>
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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<span style="font-weight:bold;">L-Phe+2-OG+NAD(P)H+H<span style="vertical-align:super;font-size:13px;">+</span>→2-PE+L-Glu+NAD(P)<span style="vertical-align:super;font-size:13px;">+</span>+CO<sub>2</sub></span>
 
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      <img class="img-responsive center-block" src="https://static.igem.org/mediawiki/2018/b/b8/T--FJNU-China--2_PE_long_passway.png" style="width:80%"  >
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<p style="font-size:15px; text-align:center;">Fig.5 Metabolic engineering for  bioconversion of L-Phe to produce 2-PE</p>
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<p>&nbsp;&nbsp;&nbsp;&nbsp;In further experiments, we found that 2-PE, like many alcohols, has a high concentration of 2-PE that is toxic to microbial cells.</br>
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&nbsp;&nbsp;&nbsp;&nbsp;Hence, 2-PE is used in disinfectants and preservatives in the medical field. Therefore, the inhibition of cell growth by high concentration of 2-PE is one of the bottlenecks for the synthesis of 2-PE by microbial biotransformation. In order to cope with the toxicity of 2-PE to cells, we maintained the 2-PE concentration in the fermentation broth by continuously recovering 2-PE in the fermentation medium, thereby releasing the inhibitory effect of 2-PE on the production strain, ie In situ product removal (ISPR) of the product.
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In our project, microbial intact cells are used as catalysts for biocatalytic reactions. Compared to enzyme catalysis, whole-cell catalysis can use the cell's own reaction to achieve co-factor recycling and regeneration, so there is no need to add expensive cofactors <span style="vertical-align:super;font-size:13px;">[4]</span>; again, the cell wall is complex and harsh as an enzyme and the outside world. The environmental barrier enhances the stability of the enzyme<span style="vertical-align:super;font-size:13px;"> [5]</span>. Compared to enzyme catalysis, whole cells can achieve multiple cascades of enzymes in the same cell; and because all enzymes are encapsulated in one cell, the spatial distance of each enzyme is closer, allowing multiple cascades of reactions Efficient implementation<span style="vertical-align:super;font-size:13px;">[6]</span>.</br>
 +
&nbsp;&nbsp;&nbsp;&nbsp;At the same time, the whole cell catalysis method separates the cell growth protein induction phase from the product synthesis process in time and space, avoiding the inhibition of cell growth by the product synthesis process<span style="vertical-align:super;font-size:13px;">[7]</span>.</br>
 +
&nbsp;&nbsp;&nbsp;&nbsp;On top of glutamate dehydrogenase plays a key role in 2-PE biosynthesis, and the cofactor preference of the reductases was responsible for the difference in 2-PE production. The NADPH-dependent glutamate dehydrogenase in <span style="font-style:italic;">E. coli</span>, which catalyzes the conversion of L-Glu and NADP<span style="vertical-align:super;font-size:13px;">+</span> to 2-OG and NADPH, may help to regenerate the cosubstrate and redox equivalents in the 2-PE whole-cell transformation process<span style="vertical-align:super;font-size:13px;">[8]</span>. </br>&nbsp;&nbsp;&nbsp;&nbsp;Details can be found on our <a href="https://2018.igem.org/Team:FJNU-China/Result">Result</a> page
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             <h3>Reference</h3>
 
             <h3>Reference</h3>
             <p style="margin-bottom: 5px;font-size:15px;">1.Beal J, Haddock-Angelli T, Gershater M, de Mora K, Lizarazo M, Hollenhorst J, et al. (2016) Reproducibility of Fluorescent Expression from Engineered Biological Constructs in E. coli. PLoS ONE 11(3): e0150182. </br>
+
             <p style="margin-bottom: 5px;font-size:15px;">[1]Dieuleveux V, Van DPD, Chataud J, et al. Purification and Characterization of Anti-Listeria Compounds Produced by Geotrichum candidum[J]. Applied & Environmental Microbiology. 1998, 64(2):800.</br>
2.https://2018.igem.org/Measurement/InterLab</br>
+
[2]Lavermicocca P, Valerio F, Evidente A, et al. Purification and Characterization of Novel Antifungal Compounds from the Sourdough Lactobacillus plantarum Strain 21B[J]. Applied & Environmental Microbiology. 2000, 66(9):4084. </br>
3.http://parts.igem.org/Part:BBa_J61002
+
[3]Cao, M., Jiang, X., Zhang, H., Xian, M., & Huang, F. (2012). The Study of Biotechnological Production of 2-Phenylethanol *, 2012(June), 89–97. </br>
 +
[4] Wang, P., Yang, X., Lin, B., Huang, J., & Tao, Y. (2017). Cofactor self-sufficient whole-cell biocatalysts for the production of 2-phenylethanol. Metabolic Engineering, 44(August), 143–149. https://doi.org/10.1016/j.ymben.2017.09.013.</br>
 +
[5]Hummel W., Groger H. Strategies for regeneration of nicotinamide coenzymes emphasizing self- sufficient closed-loop recycling systems[J]. Journal of Biotechnology, 191, 22-31 (2014).</br>
 +
[6] Wachtmeister J., Rother D. Recent advances in whole cell biocatalysis techniques bridging from investigative to industrial scale[J]. Current Opinion in Biotechnology, 42, 169-177 (2016).</br>
 +
[7] Muschiol J., Peters C., Oberleitner N. et al. Cascade catalysis - strategies and challenges en route to preparative synthetic biology[J]. Chemical Communications, 51, 5798-5811 (2015).</br>
 +
[8] Hwang J. Y., Park J., Seo J. H. et al. Simultaneous synthesis of 2-phenylethanol and L- homophenylalanine using aromatic transaminase with yeast Ehrlich pathway[J]. Biotechnology and Bioengineering, 102, 1323-1329 (2009).
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Latest revision as of 03:26, 8 December 2018

Description

Phenyllactic acid

    Phenyllactic acid (PLA)[1] (C9H10O3), also is known as 3-phenyllactic acid or β-PLA. Phenyllactic acid (PLA) is widely found in cheese, honey and other foods, and it is nontoxic for human and animal cells. PLA is a very stable and important natural small molecule organic acid [2].
    There are two isomers of phenyllactic acid is D- phenyllactic acid (D-PLA) and L- phenyllactic acid (L-PLA), while D- phenyllactic acid (D-PLA) has higher antibacterial activity.

Fig.1 Chemical structure of D-PLA


Application

    PLA is a safe compound and nontoxic for human and animals. As a new natural antibacterial substance and preservative, it can inhibit a series of gram-negative, gram-positive bacteria and fungi. As a clinical hemostatic drug, PLA can be used to prevent platelet aggregation and coronary artery expansion. In addition, PLA can also be used as a skin protectant to keep skin hydrated.


    Nowadays, there are many methods of chemical synthesis of phenyllactic acid, but these methods produce various waste pollutants in the production process. Futhermore, the chemical methods for PLA synthesis also caused many problems, such as difficulties of separation and purification of product and so on. Here we has PLA synthesized by the engineered microorganism. This method has the advantages of low production cost, less pollutant, convenient product separation, high specificity and low energy consumption, which makes the microorganism synthesis of phenyllactic acid more attractive.


The pathway of production

    For the PLA biosynthesis pathway, phenylalanine is converted to phenylpyruvic acid by the phenylalanine aminotransferase (Tyrb) from Escherichia coli 21B, and then phenylpyruvic acid is dehydrogenated by D-lactate dehydrogenase (D-ldh) to form phenyllactic acid (PLA).
    However, high level of D-lactate dehydrogenase expression can be obtained, while the expression levels of the other two enzymes phenylalanine aminotransferase and glutamate dehydrogenase are very low. In order to achieve higher D-PLA production, we must solve the expression balance of the D-lactate dehydrogenase, phenylalanine aminotransferase and glutamate dehydrogenase in the metabolic pathway. Therefore, we reduced the expression level of D-lactate dehydrogenase by introducing the rare arginine codons in the D-lactate dehydrogenase gene, and the results showed that the D-PLA had the highest production after 4 rare codons of Arg were introduced.

Fig.2 Schematic diagram and equation of D-PLA production system

    Since D - lactate dehydrogenase is a NADH - dependent oxidoreductase in the metabolic pathway, theoretically the cofactor NADH produced by E. coli cells cannot meet the redox reaction requirements of the over-expressed D - lactate dehydrogenase. In order to avoid the high cost of adding exogenous NADH, we designed the regeneration system of NADH that was regulated by glutamate dehydrogenase rocG from Bacillus subtilis to produce additional NADH to meet demand of the catalytic reaction of D-lactate dehydrogenase. Higher efficiency of the conversion of phenylpyruvic acid into D-PLA can be achieved by increased availability of NADH.

Fig.3 Schematic diagram and equation of D-PLA production by introducing a self-sufficient system

    The D-lactic dehydrogenase used in this project was derived from Lactobacillus bulgaricus ATCC 11842 D-ldh (BBa_K2570012), and the 52nd (Tyrosine mutates into leucine) D-lactic dehydrogenase was mutated into the hydrophobic amino acid leucine by fusing PCR, resulting in improvement of the enzymatic activity of the D-lactic dehydrogenase. The phenylalanine transaminase TyrB (BBa_K2570002) was derived from Escherichia coli 21B, and it was co-expressed with D-lactic dehydrogenase in the vector (pRB1s), and then the engineered host cells can produce D-PLA using phenylalanine as the substrate. To improve the NADH availablity of the engineered host cells, we introduced a glutamate dehydrogenase rocG (BBa_K2570013) into the cells to enhance the D-lactate dehydrogenase-dependent NADH cofactor regeneration system. Then the improved NADH regeneration can be achieved when the co-expression of rocG , D-lactate dehydrogenase D-ldh and phenylalanine aminotransferase Tyrb were realized.
    Details can be found on our Result page


2-Phenylethanol

    2-Phenylethanol (2-phenylethanol, 2-PE) is one of the most important perfume, which has a rose-like quietly elegant, delicate and persistent aroma. 2-PE was first discovered as a characteristic aroma compound in roses. Among the essential oils of Damascus rose, 2-PE accounts for more than 60% of its total volatile matter content. 2-PE is popular and loved by its aromatic aroma, making 2-PE the most widely used perfume compound in the perfume and cosmetic industries.
    In addition, 2-PE is widely used as a flavor in the food industry, such as beverages, bread, biscuits, chewing gum, and the like. Hence, 2-PE is widely used as a main ingredient in rose scent flavors in the perfume, cosmetics and food industries.

Fig.4 Chemical structure of 2-Phenylethanol

    Simultaneously, due to the long fermentation cycle of the yeast, the substrate conversion rate is low, and 2-PE as a bactericide can inhibit yeast growth, and it is difficult to accumulate a higher concentration of 2-PE in yeast fermentation.[3]
    Hence, we used E. coli tnaA gene deletion strain as our engineering strain to construct E. coli whole-cell catalyst biosynthesis 2-PE, which can effectively separate cell growth and 2-PE synthesis process by whole cell catalysis. To avoid the inhibition of cell growth by 2-PE, it can effectively avoid the inhibition of cell growth by 2-PE.


Application

    As a rose-like fragrance material, 2-PE is traditionally extracted from roses,but the yield is usually low. Nowadays, 2-PE is produced mainly by chemical synthesis, but it also has many disadvantages such as being environmentally unfriendly and producing unwanted byproducts. To effectively avoid the problems mentioned above, our project is planned to produce 2-PE through biosynthesis. Bio-technologically produced flavors are currently considered as natural by European and U.S. food agencies, which also proves the feasibility and safety of our project.
    Moreover, bio-technological production of 2-PE is highly desired in many fields and holds promise to be the most commercially viable route to produce 2-PE. The main method of biosynthesis 2-PE is to synthesize 2-PE by Ehrlich pathway using L-phenylalanine (L-Phe) as a substrate.



The pathway of production

    A heterologous Ehrlich pathway was constructed for 2-PE bio-synthesis in E. coli by co-overexpressing the aromatic transaminase from E. coli (TyrB, WP032305522.1), phenylpyruvate decarboxylase from S. cerevisiae (Aro10, NP 010668.3) and dehydrogenation of reductase from Rose (PAR, BAG 13450.2).
  The substrate phenylalanine is converted to phenylpyruvate by transamination of tyrosine aminotransferase (TyrB), followed by decarboxylation of phenylpyruvate decarboxylase (Aro10) to form phenylacetaldehyde, and finally by phenylacetaldehyde. Dehydrogenation of reductase (PAR) produces 2-PE. The synthesis of 2-PE was achieved, and the concentration of L-Phe, 2-PE was measured by HPLC.
    The overall stoichio-metric equation of the reactions in this biosynthetic system is:
        L-Phe+2-OG+NAD(P)H+H+→2-PE+L-Glu+NAD(P)++CO2

Fig.5 Metabolic engineering for bioconversion of L-Phe to produce 2-PE

    In further experiments, we found that 2-PE, like many alcohols, has a high concentration of 2-PE that is toxic to microbial cells.
    Hence, 2-PE is used in disinfectants and preservatives in the medical field. Therefore, the inhibition of cell growth by high concentration of 2-PE is one of the bottlenecks for the synthesis of 2-PE by microbial biotransformation. In order to cope with the toxicity of 2-PE to cells, we maintained the 2-PE concentration in the fermentation broth by continuously recovering 2-PE in the fermentation medium, thereby releasing the inhibitory effect of 2-PE on the production strain, ie In situ product removal (ISPR) of the product. In our project, microbial intact cells are used as catalysts for biocatalytic reactions. Compared to enzyme catalysis, whole-cell catalysis can use the cell's own reaction to achieve co-factor recycling and regeneration, so there is no need to add expensive cofactors [4]; again, the cell wall is complex and harsh as an enzyme and the outside world. The environmental barrier enhances the stability of the enzyme [5]. Compared to enzyme catalysis, whole cells can achieve multiple cascades of enzymes in the same cell; and because all enzymes are encapsulated in one cell, the spatial distance of each enzyme is closer, allowing multiple cascades of reactions Efficient implementation[6].
    At the same time, the whole cell catalysis method separates the cell growth protein induction phase from the product synthesis process in time and space, avoiding the inhibition of cell growth by the product synthesis process[7].
    On top of glutamate dehydrogenase plays a key role in 2-PE biosynthesis, and the cofactor preference of the reductases was responsible for the difference in 2-PE production. The NADPH-dependent glutamate dehydrogenase in E. coli, which catalyzes the conversion of L-Glu and NADP+ to 2-OG and NADPH, may help to regenerate the cosubstrate and redox equivalents in the 2-PE whole-cell transformation process[8].
    Details can be found on our Result page



Reference

[1]Dieuleveux V, Van DPD, Chataud J, et al. Purification and Characterization of Anti-Listeria Compounds Produced by Geotrichum candidum[J]. Applied & Environmental Microbiology. 1998, 64(2):800.
[2]Lavermicocca P, Valerio F, Evidente A, et al. Purification and Characterization of Novel Antifungal Compounds from the Sourdough Lactobacillus plantarum Strain 21B[J]. Applied & Environmental Microbiology. 2000, 66(9):4084.
[3]Cao, M., Jiang, X., Zhang, H., Xian, M., & Huang, F. (2012). The Study of Biotechnological Production of 2-Phenylethanol *, 2012(June), 89–97.
[4] Wang, P., Yang, X., Lin, B., Huang, J., & Tao, Y. (2017). Cofactor self-sufficient whole-cell biocatalysts for the production of 2-phenylethanol. Metabolic Engineering, 44(August), 143–149. https://doi.org/10.1016/j.ymben.2017.09.013.
[5]Hummel W., Groger H. Strategies for regeneration of nicotinamide coenzymes emphasizing self- sufficient closed-loop recycling systems[J]. Journal of Biotechnology, 191, 22-31 (2014).
[6] Wachtmeister J., Rother D. Recent advances in whole cell biocatalysis techniques bridging from investigative to industrial scale[J]. Current Opinion in Biotechnology, 42, 169-177 (2016).
[7] Muschiol J., Peters C., Oberleitner N. et al. Cascade catalysis - strategies and challenges en route to preparative synthetic biology[J]. Chemical Communications, 51, 5798-5811 (2015).
[8] Hwang J. Y., Park J., Seo J. H. et al. Simultaneous synthesis of 2-phenylethanol and L- homophenylalanine using aromatic transaminase with yeast Ehrlich pathway[J]. Biotechnology and Bioengineering, 102, 1323-1329 (2009).