Difference between revisions of "Team:CPU CHINA/Improve"

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<h3>★  ALERT! </h3>
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<p>This page is used by the judges to evaluate your team for the <a href="https://2021.igem.org/Judging/Medals">medal criterion</a> or <a href="https://2021.igem.org/Judging/Awards"> award listed below</a>. </p>
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                <div class="catalogue-title">CONTRIBUTIONS</div>
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                <ul class="catalogue">
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                    <li class="num">
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                        <a href="#section1" title="BACKGROUND">BACKGROUND</a>
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                    </li>
  
<div class="clear"></div>
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                    <li class="num">
 
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                        <a href="#section2" title="DESIGN">DESIGN</a>
 
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                    </li>
<div class="column full_size">
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                    <li class="num">
<h1>Improvement of an Existing Part</h1>
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                        <a href="#section3" title="RESULT">RESULT</a>
 
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                    </li>
<h3>Gold Medal Criterion #2</h3>
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                </ul>
<p>Make a new Part that improves the function of an existing Part. This improvement must be distinct from your work for Bronze and Silver medals. </p>
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            <img src="https://static.igem.org/mediawiki/2021/b/b2/T--CPU_CHINA--experimentalize.png" alt="">
<p>You must document your improvement on <strong>both the existing and new Parts' Main Pages</strong> on the <a href="http://parts.igem.org/Main_Page">Registry</a> for your team to be eligible for this criteria.</p>
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        <div id="detail" class="clearfix">
 
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            <div class="section" id="section1">
</div>
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                <h2 id='background'><span>BACKGROUND</span></h2>
 
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                <p><span> </span><span>As mentioned in our design page, as the most critical enzyme in our multi-enzyme
 
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                        complex, manganese peroxidase plays a very important role. However, during our experiments, we
<div class="column full_size">
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                        found
<div class="highlight decoration_B_full">
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                        that the stability of wild-type MnP (wtMnP, </span>
 
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                    <partinfo><span>BBa_K500001</span></partinfo><span>) was not good enough. Therefore, we tried to
<h3>Adding parts to the Registry</h3>
+
                        enhance
<p>You can add parts to the Registry at our <a href="http://parts.igem.org/Add_a_Part_to_the_Registry">Add a Part to the Registry</a> link.</p>
+
                        its stability through directed evolution.</span>
 
+
                </p>
<p>We encourage teams to start adding and documenting their parts on the Registry as soon as they can. Once you add your parts to the Registry, you can continue to add documentation to them throughout the iGEM season (up until the Registry freeze). This will allow you to remember all the details about your parts and store their history in the wiki. Documentation includes the characterization data of your parts.</p>
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            </div>
<div class="button_link">
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            <div class="section" id="sectio2">
<a href="http://parts.igem.org/Add_a_Part_to_the_Registry">
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                <h2 id='design'><span>DESIGN</span></h2>
ADD PARTS
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                <p><span> </span><span>We made rational designs based on thermostability. By introducing
</a>
+
                    </span><em><span>parameters including</span></em><span> salt bridge, secondary structure, RMSF,
</div>
+
                        RMSD,
 
+
                        protein gyration radius (GYRATE), hydrogen bond number, solvent accessibility surface area
</div>
+
                        (SASA)
</div>
+
                        and </span><em><span>so forth</span></em><span>, comprehensive analysis of these datas, we
 +
                    </span><b><span>established a single point mutation database</span></b><span> (File 1) based on
 +
                        FoldX,
 +
                        also we established a </span><b><span>multifunctional enzyme library</span></b><span> (File 2)
 +
                        based
 +
                        on Rosetta and Funclib for activity analysis. It is expected that manganese peroxidase with
 +
                        higher
 +
                        temperature stability can be obtained.</span></p>
 +
                <p><b><span>Table 1 Mutation sites of ten mutants with the smallest ΔΔG according to computational
 +
                            simulation.</span></b></p>
 +
                <figure>
 +
                    <table>
 +
                        <thead>
 +
                            <tr>
 +
                                <th><span>Mutant No.</span></th>
 +
                                <th><span>Position of amino acids</span></th>
 +
                                <th><span>Mutation</span></th>
 +
                                <th><span>ΔΔG(kcal/mol)</span></th>
 +
                            </tr>
 +
                        </thead>
 +
                        <tbody>
 +
                            <tr>
 +
                                <td><strong><span>1#</span></strong></td>
 +
                                <td><span>74</span></td>
 +
                                <td><span>E-P</span></td>
 +
                                <td><span>-2.255</span></td>
 +
                            </tr>
 +
                            <tr>
 +
                                <td><strong><span>2#</span></strong></td>
 +
                                <td><span>74</span></td>
 +
                                <td><span>E-M</span></td>
 +
                                <td><span>-2.059</span></td>
 +
                            </tr>
 +
                            <tr>
 +
                                <td><strong><span>3#</span></strong></td>
 +
                                <td><span>182</span></td>
 +
                                <td><span>D-I</span></td>
 +
                                <td><span>-1.711</span></td>
 +
                            </tr>
 +
                            <tr>
 +
                                <td><strong><span>4#</span></strong></td>
 +
                                <td><span>182</span></td>
 +
                                <td><span>D-V</span></td>
 +
                                <td><span>-1.637</span></td>
 +
                            </tr>
 +
                            <tr>
 +
                                <td><strong><span>5#</span></strong></td>
 +
                                <td><span>182</span></td>
 +
                                <td><span>D-T</span></td>
 +
                                <td><span>-1.544</span></td>
 +
                            </tr>
 +
                            <tr>
 +
                                <td><strong><span>6#</span></strong></td>
 +
                                <td><span>232</span></td>
 +
                                <td><span>S-P</span></td>
 +
                                <td><span>-1.306</span></td>
 +
                            </tr>
 +
                            <tr>
 +
                                <td><strong><span>7#</span></strong></td>
 +
                                <td><span>74</span></td>
 +
                                <td><span>E-L</span></td>
 +
                                <td><span>-1.239</span></td>
 +
                            </tr>
 +
                            <tr>
 +
                                <td><strong><span>8#</span></strong></td>
 +
                                <td><span>78</span></td>
 +
                                <td><span>S-P</span></td>
 +
                                <td><span>-1.173</span></td>
 +
                            </tr>
 +
                            <tr>
 +
                                <td><strong><span>9#</span></strong></td>
 +
                                <td><span>183</span></td>
 +
                                <td><span>Q-P</span></td>
 +
                                <td><span>-1.079</span></td>
 +
                            </tr>
 +
                            <tr>
 +
                                <td><strong><span>10#</span></strong></td>
 +
                                <td><span>182</span></td>
 +
                                <td><span>D-C</span></td>
 +
                                <td><span>-0.9288</span></td>
 +
                            </tr>
 +
                        </tbody>
 +
                    </table>
 +
                </figure>
 +
                <p><span> </span><span>By analyzing the established single mutation library, ten mutants with the
 +
                        smallest
 +
                        ΔΔG were selected for stability verification (</span><b><span>Table 1</span></b><span>). We
 +
                        applied
 +
                        site-directed mutagenesis (<a
 +
                            href="https://static.igem.org/mediawiki/2021/c/c0/T--CPU_CHINA--Part--improvement--Primer_sequence_designed_for_MnP_mutant_construction.pdf"
 +
                            target="_blank" rel="noopener noreferrer"> click here to see primer sequence</a>) to
 +
                        construct our Manganese
 +
                        peroxidase
 +
                        mutants.</span></p>
 +
            </div>
 +
            <div class="section" id="section3">
 +
                <h2 id='result'><span>RESULT</span></h2>
 +
                <p><span> </span><span>Finally, mutants 1</span><sup><span>#</span></sup><span>,
 +
                        2</span><sup><span>#</span></sup><span>, 5</span><sup><span>#</span></sup><span>,
 +
                        6</span><sup><span>#</span></sup><span>, 7</span><sup><span>#</span></sup><span>, and
 +
                        8</span><sup><span>#</span></sup><span> were successfully expressed in </span><i><span>Pichia
 +
                            pastoris</span></i><span>. The enzyme activity of the mutants and wtMnP was compared by
 +
                        monitoring the oxidation of 2,6-dimethoxyphenol (2,6-DMP) at 469 nm. After comparison, we found
 +
                        that
 +
                    </span><b><span>mutant 2</span><sup><span>#</span></sup><span> performed
 +
                            outstandingly</span></b><span>.
 +
                    </span></p>
 +
                <img src="https://static.igem.org/mediawiki/2021/6/6d/T--CPU_CHINA--Part-improvement--Fig_1.png"
 +
                    referrerpolicy="no-referrer">
 +
                <p class="imgDescribe"><strong><span>Fig. 1 Thermostability of mutant
 +
                            2</span><sup><span>#</span></sup><span>.</span></strong><span> </span><em><span>The initial
 +
                            MnP
 +
                            activity before incubation was set as 100%</span></em><span>.</span></p>
 +
                <img src="https://static.igem.org/mediawiki/2021/1/15/T--CPU_CHINA--Part-improvement--Fig_2.png"
 +
                    referrerpolicy="no-referrer">
 +
                <p><b><span>Fig. 2 Effect of temperature on the stability of mutant
 +
                            2</span><sup><span>#</span></sup><span>
 +
                            and wtMnP after 6 h incubation.</span></b><span> </span><i><span>The initial MnP activity
 +
                            before
 +
                            incubation was set as 100%. r.t. refers to room
 +
                            temperature. </span><sup><span>*</span></sup><span>P &lt; 0.05,
 +
                        </span><sup><span>*</span><span>*</span></sup><span>P &lt; 0.01.</span></i></p>
 +
                <p><span> </span><span>Firstly, we detected the changes in the stability of mutant
 +
                        2</span><sup><span>#</span></sup><span> over time at different temperatures (</span><b><span>Fig
 +
                            1</span></b><span>). After 2 h incubation, the enzyme activities of mutant
 +
                        2</span><sup><span>#</span></sup><span> incubated at different temperatures reduced to varying
 +
                        degrees. It is worth noting that in the subsequent incubation, </span><strong><span>mutant
 +
                            2</span><sup><span>#</span></sup><span> enzyme activity at 37℃ was
 +
                            improved.</span></strong><span> Compared with wtMnP, </span><b><span>the stability of mutant
 +
                            2</span><sup><span>#</span></sup><span> at r.t., 50℃, and 60℃ has been significantly
 +
                            improved
 +
                            (Fig 2).</span></b></p>
 +
                <img src="https://static.igem.org/mediawiki/2021/c/c5/T--CPU_CHINA--Part-improvement--Fig_3.png"
 +
                    referrerpolicy="no-referrer">
 +
                <p><b><span>Fig. 3 Effect of pH on the stability of mutant 2</span><sup><span>#</span></sup><span> and
 +
                            wtMnP
 +
                            after 12 h incubation.</span></b><span> </span><i><span>The initial MnP activity before
 +
                            incubation was set as 100%. </span><sup><span>**</span></sup><span>P &lt; 0.01.</span></i>
 +
                </p>
 +
                <p><span> </span><span>Considering that manganese peroxidase may be applied under various complex
 +
                        environments in reality, we subsequently tested its pH stability. </span></p>
 +
                <p><span> After incubation, the stability of mutant 2</span><sup><span>#</span></sup><span> and wtMnP
 +
                        under
 +
                        different pH condition displayed similar tendencies (</span><b><span>Fig 3</span></b><span>). At
 +
                        pH
 +
                        = 4, the stability between the two enzyme showed a significant difference as mutant
 +
                        2</span><sup><span>#</span></sup><span> demonstrates an improved activity. </span></p>
 +
                <p><span> </span><span>All in all, we screened single point mutations of manganese peroxidase. Mutant
 +
                        2</span><sup><span>#</span></sup><span> outcompetes other screened mutants, displayed a
 +
                    </span><b><span>significant improvement regarding thermostability</span></b><span>, and was
 +
                        basically
 +
                        consistent with wtMnP in other aspects. In conclusion, mutant
 +
                        2</span><sup><span>#</span></sup><span> is more </span><b><span>suitable</span></b><span> for
 +
                        use in
 +
                    </span><b><span>higher temperature environments</span></b><span> than wtMnP, while its applications
 +
                        under other physiochemical conditions will not be impaired.</span></p>
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Revision as of 17:07, 19 October 2021

BACKGROUND

As mentioned in our design page, as the most critical enzyme in our multi-enzyme complex, manganese peroxidase plays a very important role. However, during our experiments, we found that the stability of wild-type MnP (wtMnP, BBa_K500001) was not good enough. Therefore, we tried to enhance its stability through directed evolution.

DESIGN

We made rational designs based on thermostability. By introducing parameters including salt bridge, secondary structure, RMSF, RMSD, protein gyration radius (GYRATE), hydrogen bond number, solvent accessibility surface area (SASA) and so forth, comprehensive analysis of these datas, we established a single point mutation database (File 1) based on FoldX, also we established a multifunctional enzyme library (File 2) based on Rosetta and Funclib for activity analysis. It is expected that manganese peroxidase with higher temperature stability can be obtained.

Table 1 Mutation sites of ten mutants with the smallest ΔΔG according to computational simulation.

Mutant No. Position of amino acids Mutation ΔΔG(kcal/mol)
1# 74 E-P -2.255
2# 74 E-M -2.059
3# 182 D-I -1.711
4# 182 D-V -1.637
5# 182 D-T -1.544
6# 232 S-P -1.306
7# 74 E-L -1.239
8# 78 S-P -1.173
9# 183 Q-P -1.079
10# 182 D-C -0.9288

By analyzing the established single mutation library, ten mutants with the smallest ΔΔG were selected for stability verification (Table 1). We applied site-directed mutagenesis ( click here to see primer sequence) to construct our Manganese peroxidase mutants.

RESULT

Finally, mutants 1#, 2#, 5#, 6#, 7#, and 8# were successfully expressed in Pichia pastoris. The enzyme activity of the mutants and wtMnP was compared by monitoring the oxidation of 2,6-dimethoxyphenol (2,6-DMP) at 469 nm. After comparison, we found that mutant 2# performed outstandingly.

Fig. 1 Thermostability of mutant 2#. The initial MnP activity before incubation was set as 100%.

Fig. 2 Effect of temperature on the stability of mutant 2# and wtMnP after 6 h incubation. The initial MnP activity before incubation was set as 100%. r.t. refers to room temperature. *P < 0.05, **P < 0.01.

Firstly, we detected the changes in the stability of mutant 2# over time at different temperatures (Fig 1). After 2 h incubation, the enzyme activities of mutant 2# incubated at different temperatures reduced to varying degrees. It is worth noting that in the subsequent incubation, mutant 2# enzyme activity at 37℃ was improved. Compared with wtMnP, the stability of mutant 2# at r.t., 50℃, and 60℃ has been significantly improved (Fig 2).

Fig. 3 Effect of pH on the stability of mutant 2# and wtMnP after 12 h incubation. The initial MnP activity before incubation was set as 100%. **P < 0.01.

Considering that manganese peroxidase may be applied under various complex environments in reality, we subsequently tested its pH stability.

After incubation, the stability of mutant 2# and wtMnP under different pH condition displayed similar tendencies (Fig 3). At pH = 4, the stability between the two enzyme showed a significant difference as mutant 2# demonstrates an improved activity.

All in all, we screened single point mutations of manganese peroxidase. Mutant 2# outcompetes other screened mutants, displayed a significant improvement regarding thermostability, and was basically consistent with wtMnP in other aspects. In conclusion, mutant 2# is more suitable for use in higher temperature environments than wtMnP, while its applications under other physiochemical conditions will not be impaired.