Difference between revisions of "Team:XJTU-China/Engineering"

 
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     <section>
 
     <section>
 
         <div class="container row fixedBackground">
 
         <div class="container row fixedBackground">
             <div class="fixedBackgroundImg"
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             <div class="fixedBackgroundImg" style="background-image: url(https://static.igem.org/mediawiki/2021/9/9e/T--XJTU-China--engineering-bg.jpg);
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                background-position: 0px -70px;">
 
             </div>
 
             </div>
 
             <div class="pageHeadline"><span>Engineering</span></div>
 
             <div class="pageHeadline"><span>Engineering</span></div>
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                 <div class="side col-lg-3">
 
                 <div class="side col-lg-3">
 
                     <nav class="dr-menu">
 
                     <nav class="dr-menu">
                         <h3>Description</h3>
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                         <h3>Engineering</h3>
 
                         <ul>
 
                         <ul>
                             <li><a class="dr-icon dr-icon-user" href="#projectDescription">Project Description </a></li>
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                             <li><a class="fa fa-plug" href="#1">&nbsp;1. General Design</a></li>
                             <li><a class="dr-icon dr-icon-download" href="#ref">References</a></li>
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                            <li>
 +
                                <a class="fa fa-plug" href="#2">&nbsp;2. <i>In
 +
                                        silico</i><br>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Engineering</a>
 +
                                <ul>
 +
                                    <li><a href="#2.1">2.1 Design, Build and Test</a></li>
 +
                                    <li><a href="#2.2">2.2 Learn</a></li>
 +
                                </ul>
 +
                             </li>
 +
                            <li>
 +
                                <a class="fa fa-plug" href="#3">&nbsp;3.
 +
                                    Experimental<br>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Engineering</a>
 +
                                <ul>
 +
                                    <li><a href="#3.1">3.1 Design</a></li>
 +
                                    <li><a href="#3.2">3.2 Build</a></li>
 +
                                    <li><a href="#3.3">3.3 Test</a>
 +
                                        <ul>
 +
                                            <li><a href="#3.3.1">3.3.1 RT-qPCR</a></li>
 +
                                            <li><a href="#3.3.2">3.3.2 Characterization</a></li>
 +
                                        </ul>
 +
                                    </li>
 +
                                    <li><a href="#3.4">3.4 Learn</a></li>
 +
                                </ul>
 +
                            </li>
 
                         </ul>
 
                         </ul>
 
                     </nav>
 
                     </nav>
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                     <div class="page xjtuText">
 
                     <div class="page xjtuText">
 
                         <div class="row">
 
                         <div class="row">
                             <h1>Engineering Success<br><small>Toggle Switch</small></h1>
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                             <div class="col-12">
                            <h2 class="mt-5">1. General Design</h2>
+
                                 <h1>Engineering Success<br><small>Toggle Switch</small></h1>
                            <p class="mt-3">This circuit is an updated version of the traditional toggle-switch
+
                                 developed by James J.
+
                                Collins's group in 2000 (Gardner et al. Nature, 2000), which contains two feedbacks each
+
                                controls the other, and can achieve bistability of protein expression in different
+
                                inducing conditions.</p>
+
                            <p>Two promoter-repressor systems (lacUV5 promoter-LacI and lambda-CI857) with sfGFP and
+
                                mRFP respectively, was constructed in our updated version, to monitor the two states of
+
                                the circuit. With induction of IPTG, the downstream genes of lacUV5, that is, CI protein
+
                                and mRFP will expressed, while those in the downstream of lambda promoter (LacI and
+
                                sfGFP) will be repressed. Even without IPTG induction after several hours, the lack of
+
                                LacI expression will result in the stability of red fluorescence. At temperatures above
+
                                42 degrees Celsius, gene expression will be flipped into another state, the stable
+
                                expression of LacI and sfGFP, and the state will maintain even without heat. The GFP and
+
                                RFP can be altered with other functional genes such as tyrptohan synthesitic genes to
+
                                achieve the bistable expression and synthesis of tyrptohan.</p>
+
                            <p>The design of toggle-switch circuit is shown in Fig. 1.1.</p>
+
                            <div class="imgWrapper centerize">
+
                                <img src="https://static.igem.org/mediawiki/2021/8/81/T--XJTU-China--ES.Fig.1.1.png"
+
                                    alt="Design of Toggle-Switch Circuit" width="90%">
+
                                <span class="description"><strong>Fig. 1.1</strong> Design of Toggle-Switch
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                                    Circuit</span>
+
 
                             </div>
 
                             </div>
                             <h2 class="mt-5">2. In-silico Engineering</h2>
+
                             <!-- 1.general design -->
                             <h3>2.1 Design, Build and Test</h3>
+
                             <div class="col-12 d-flex justify-content-center">
                            <p class="mt-3">Before our experiment, we construct a mathematics model to perform the
+
                                 <a class="anchor" id="1"></a>
                                 in-silico test. We constructed a equation set based on transcription and expression to
+
                                 <div class="highlightBox">
                                describe the changes in the relative expression levels of GFP and RFP under different
+
                                    <h2>1. General Design</h2>
                                inducing conditions. Equations used are as below.</p>
+
                                    <p class="mt-3">This circuit is an updated version of the traditional toggle switch
                            <p>需要方程图片</p>
+
                                        developed by James J.
                            <p>Through literature review, we identified partial relevant parameters. We obtained a
+
                                        Collins's group in 2000 (Gardner et al. Nature, 2000), which contains two
                                 bistable transformation model under different inducing conditions, and find the leakage
+
                                        feedback each
                                expression intensity of two repressors is the decisive factor to determine whether
+
                                        controls the other, and can achieve bistability of protein expression in
                                bistable can be achieved, that is, when the leakage expression is not low enough,
+
                                        different
                                bistable will fail.</p>
+
                                        inducing conditions.</p>
                            <h3 class="mt-3">2.2 Learn</h3>
+
                                    <p>Two promoter-repressor systems (lacUV5 promoter-lacI and lambda pomoter-CI857) with <i>sfGFP</i>
                            <p class="mt-3">By analyzing the result of our in-silico test, we concluded that avoiding
+
                                        and
                                leakage expression of repressors is the key to successfully construct the toggle-switch
+
                                        mRFP respectively, was constructed in our updated version, to monitor the two
                                circuit. This would provide guidance for our following experiment design, including
+
                                        states of
                                selecting the appropriate RBSs to build our circuit.</p>
+
                                        the circuit. With induction of IPTG, the downstream genes of lacUV5, that is, CI
                            <h2 class="mt-5">3. Experiment Engineering</h2>
+
                                        protein
                            <h3 class="mt-3">3.1 Design</h3>
+
                                        and <i>mRFP</i> will expressed, while those in the downstream of lambda promoter (<i>lacI</i>
                            <p class="mt-3">Generally, the toggle-switch circuit is constructed utilizing two sets of
+
                                        and
                                promoter-repressor system, namely, lacUV5 promoter-lacI and lambda promoter-cI857, in
+
                                        <i>sfGFP</i>) will be repressed. Even without IPTG induction after several hours, the
                                addition to sfGFP and mRFP as the reporter genes (see the Fig.1.1). Promoter lacUV5
+
                                        lack of
                                initiates the transcription of the downstream genes cI857 and mRFP, leading to a
+
                                        <i>lacI</i> expression will result in the stability of red fluorescence. At
                                combined result of red fluorescence and pλ inhibition. While the pλ, just the contrary,
+
                                        temperatures above
                                starts the expression of GFP and lacUV5 repressor LacI. Thus, if inducing the cells with
+
                                        42 &#8451;, gene expression will be flipped into another state, the
                                IPTG, the inhibition on lacUV5 by LacI will be released, triggering the generation of
+
                                        stable
                                red signal. And the treatment of higher incubation temperature, like 42℃, promotes the
+
                                        expression of <i>lacI</i> and <i>sfGFP</i>, and the state will maintain even without heat. The
                                degradation of cI protein, inducing the biological function of pλ then causing a green
+
                                        GFP and
                                signal.</p>
+
                                        RFP can be altered with other functional genes such as tyrptohan synthesitic
                            <h3 class="mt-3">3.2 Build</h3>
+
                                        genes to
                            <p class="mt-3">In our project, Golden Gate Assembly (GG) is applied to ligate all the genes
+
                                        achieve the bistable expression and synthesis of tyrptohan.</p>
                                and their
+
                                    <p>The design of toggle-switch circuit is shown in Fig. 1.1.</p>
                                backbones pET28a+. Thus, a series of DNA fragments with flanking sequences which are
+
                                    <div class="imgWrapper centerize">
                                consistent type IIS restriction enzyme recognition sites and complementary restriction
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                                        <img src="https://static.igem.org/mediawiki/2021/8/81/T--XJTU-China--ES.Fig.1.1.png"
                                sites are generated using PCR amplification. Additionally, the 5’ overhang of primers
+
                                            alt="Design of Toggle-Switch Circuit" width="90%">
                                may also extend the amplicons with some short but fundamental parts like Shine-Dalgarno
+
                                        <span class="description"><strong>Fig. 1.1</strong> Design of Toggle-Switch
                                sequences, promoters and terminators.</p>
+
                                            Circuit</span>
                            <p>The figure of agarose gel electrophoresis of DNA fragments that build the toggle-switch
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                                    </div>
                                circuit is shown below.</p>
+
                                </div>
                            <div class="imgWrapper centerize">
+
                                <img src="https://static.igem.org/mediawiki/2021/8/81/T--XJTU-China--ES.Fig.1.1.png"
+
                                    alt="Agarose gel electrophoresis of toggle-switch circuit" width="90%">
+
                                <span class="description"><strong>Fig. 3.1</strong> Agarose gel electrophoresis of
+
                                    toggle-switch circuit</span>
+
 
                             </div>
 
                             </div>
                             <p>These two fragments are consequently used for GG to construct the plasmid containing our
+
                             <!-- 2. <i>in-silico</i> engineering -->
                                 toggle-switch circuit. After transformation to E.coli DH5alpha, plasmid extraction and a
+
                            <div class="col-12">
                                 set of screening including colony PCR and double digestion, strains with expected
+
                                 <a class="anchor" id="2"></a>
                                plasmid are selected, indicating the toggle-switch circuit is built.</p>
+
                                <h2 class="mt-5 pl-3">2. <i>in-silico</i> Engineering</h2>
                            <div class="imgWrapper centerize">
+
                                <a class="anchor" id="2.1"></a>
                                <img src="https://static.igem.org/mediawiki/2021/8/81/T--XJTU-China--ES.Fig.1.1.png"
+
                                <h3 class="pl-5">2.1 Design, Build and Test</h3>
                                    alt="Agarose gel electrophoresis of toggle-switch plasmid" width="90%">
+
                                 <div class="row">
                                <span class="description"><strong>Fig. 3.2</strong> Agarose gel electrophoresis of
+
                                    <div class="col-md-5 col-12">
                                     cloned plasmid inserted with toggle-switch circuit</span>
+
                                        <p class="mt-3">Before our experiment, modeling was performed for
 +
                                            <i>in-silico</i>
 +
                                            prediction
 +
                                            of behaviours of the toggle switch circuit. We constructed a equation set
 +
                                            based on
 +
                                            transcription and expression to describe the changes in the relative
 +
                                            expression
 +
                                            levels of GFP and RFP under different inducing conditions (IPTG induction or
 +
                                            42&#8451;
 +
                                            heat). Equations used are listed in Fig. 2.1
 +
                                        </p>
 +
                                        <p>The <i>in silico</i> result of the expression level of <i>sfGFP</i> and
 +
                                            <i>mRFP</i> under
 +
                                            different leaky expression factor α<span class="sub">0</span> as shown in
 +
                                            Fig2.2, which indicates
 +
                                            that the behavior of toggle switch is largely affected by the leaky
 +
                                            expression of two promoters. A bistability can be achieved under low α<span
 +
                                                class="sub">0</span>,
 +
                                            and toggle switch will fail in case of high α<span class="sub">0</span>.
 +
                                        </p>
 +
                                        <div class="imgWrapper centerize">
 +
                                            <img src="https://static.igem.org/mediawiki/2021/e/e9/T--XJTU-China--result_2.png"
 +
                                                alt="the model of toggle switch" width="90%">
 +
                                            <span class="description"><strong>Fig. 2.2 Toggle Switch Modelling
 +
                                                    Result.</strong>
 +
                                                IPTG is
 +
                                                introduced at 1000 min
 +
                                                and the induction condition is switched to 42&#8451; at 2000 min.</span>
 +
                                        </div>
 +
 
 +
                                    </div>
 +
                                    <div class="col-md-7 col-12">
 +
                                        <div class="imgWrapper centerize mt-3">
 +
                                            <img src="https://static.igem.org/mediawiki/2021/2/24/T--XJTU-China--engineering-equations.png"
 +
                                                alt="the result of toggle switch modelling" width="90%">
 +
                                            <span class="description"><strong>Fig. 2.1 Toggle Switch Modelling
 +
                                                    Equations.</strong></span>
 +
                                        </div>
 +
                                        <p class="float-right nav mt-3">For detail, see also our<a
 +
                                                href="https://2021.igem.org/Team:XJTU-China/Model">
 +
                                                &nbsp;Modelling&nbsp;&nbsp;<span class="fa fa-wrench"></span></a></p>
 +
                                    </div>
 +
                                </div>
 +
 
 +
 
 +
                                <a class="anchor" id="2.2"></a>
 +
                                <h3 class="mt-3 pl-5">2.2 Learn</h3>
 +
                                <p class="mt-3">With the result of our <i>in-silico</i> prediction, we concluded that
 +
                                     reduced
 +
                                    leaky expression of promoters is the key to construct the toggle-switch circuit.
 +
                                    This would provide guidance for our following experimental design, including
 +
                                    selection of the RBSs with appropriate strength to weaken the possible leaky
 +
                                    expressions.</p>
 
                             </div>
 
                             </div>
                             <h3 class="mt-3">3.3 Test</h3>
+
                             <!-- 3. experiment engineering -->
                            <h4>3.3.1 RT-qPCR</h4>
+
                            <div class="col-12">
                            <div class="highlightBox mt-3">
+
                                <a class="anchor" id="3"></a>
                                 <p>We first used RT-qPCR to detect the transcription of each gene under different
+
                                <h2 class="mt-5 pl-3">3. Experimental Engineering</h2>
                                     induction conditions, so as to preliminarily judge the effect of promoter bistable
+
                                <a class="anchor" id="3.1"></a>
 +
                                <h3 class="mt-3 pl-5">3.1 Design</h3>
 +
                                <p class="mt-3">Generally, the toggle-switch circuit is constructed utilizing two sets
 +
                                    of
 +
                                    promoter-repressor system, namely, lacUV5 promoter-LacI and lambda promoter-CI857,
 +
                                    in
 +
                                    addition to <i>sfGFP</i> and <i>mRFP</i> as the reporter genes (see the Fig. 1.1). Promoter lacUV5
 +
                                    initiates the transcription of the downstream genes cI857 and mRFP, leading to a
 +
                                    combined result of red fluorescence and pλ inhibition. While the pλ, just the
 +
                                    contrary,
 +
                                    starts the expression of GFP and lacUV5 repressor LacI. Thus, if inducing the cells
 +
                                    with
 +
                                    IPTG, the inhibition on lacUV5 by LacI will be released, triggering the generation
 +
                                    of
 +
                                    red signal. And the treatment of higher incubation temperature, like 42&#8451;,
 +
                                    promotes
 +
                                    the
 +
                                    degradation of cI protein, inducing the biological function of pλ then causing a
 +
                                    green
 +
                                    signal.</p>
 +
                                <a class="anchor" id="3.2"></a>
 +
                                <h3 class="mt-3 pl-5">3.2 Build</h3>
 +
                                <p class="mt-3">In our project, Golden Gate Assembly (GG) is applied to ligate all the
 +
                                    genes
 +
                                    and their
 +
                                    backbones pET28a+. Thus, a series of DNA fragments with flanking sequences which are
 +
                                    consistent type IIS restriction enzyme recognition sites and complementary
 +
                                    restriction
 +
                                    sites are generated using PCR amplification. Additionally, the 5' overhang of
 +
                                    primers
 +
                                    may also extend the amplicons with some short but fundamental parts like
 +
                                    Shine-Dalgarno
 +
                                    sequences, promoters and terminators.</p>
 +
                                <p>The figure of agarose gel electrophoresis of DNA fragment that build the
 +
                                    toggle-switch plasmid is shown in Fig. 3.1(a).</p>
 +
                                <div class="imgWrapper centerize">
 +
                                    <img src="https://static.igem.org/mediawiki/2021/3/35/T--XJTU-China--tggl.png"
 +
                                        alt="Agarose gel electrophoresis of toggle-switch circuit" width="50%">
 +
                                    <span class="description"><strong>Fig. 3.1 Agarose gel electrophoresis of
 +
                                            toggle-switch circuit. </strong>(a) The circuit of toggle switch (3735bp) is
 +
                                        constructed and the electrophoresis result shows the expected band (right lane).
 +
                                        (b) The toggle-switch plasmid has the length of 5920bp. Then the plasmid is
 +
                                        subjected to double
 +
                                        digestion with XbaI and SapI to yield fragments in 3825bp and 2095bp</span>
 +
                                </div>
 +
                                <p>These two fragments are consequently used for GG to construct the plasmid containing
 +
                                    our
 +
                                    toggle-switch circuit. After transformation to <i>E.coli</i> DH5alpha, plasmid
 +
                                    extraction
 +
                                    and a
 +
                                    set of screening including colony PCR and double digestion, strains with expected
 +
                                    plasmid are selected, indicating the toggle-switch circuit is built. And the
 +
                                    sequencing result confirms no mutation in the circuit.</p>
 +
                                <a class="anchor" id="3.3"></a>
 +
                                <h3 class="mt-3 pl-5">3.3 Test</h3>
 +
                                <a class="anchor" id="3.3.1"></a>
 +
                                <h4 class="pl-5">3.3.1 RT-qPCR quantifications of Toggle-Switch</h4>
 +
                                 <p class="mt-3">We first used RT-qPCR to detect the transcription of each gene under
 +
                                    different
 +
                                     induction conditions, so as to preliminarily judge the effect of promoter
 +
                                    bistable
 
                                     expression. </p>
 
                                     expression. </p>
                            </div>
+
 
                            <p><b>Method:</b><br>
+
                                <div class="card card-dark ml-5 mt-3" style="width: 90%;">
                                Cultivation: Using LB liquid medium, 37℃, 200rpm. After cultivating for 3h, cells are
+
                                    <button class="btn btn-default" type="button" data-toggle="collapse"
                                cultivated under inducing conditions (1mM IPTG / 42℃) for 8h respectively.
+
                                        data-target="#RT-qPCR-method" aria-expanded="false" aria-controls="part">
                                Total RNA extraction: Using RNAsimple Total RNA Kit,DP419 (TIANGEN BIOTECH (BEIJING)
+
                                        Method
                                CO.,LTD.)<br>
+
                                    </button>
                                cDNA preparation: Using Evo M-MLV RT Mix (Vazyme Biotech Co.,Ltd); template
+
                                    <div class="collapse" id="RT-qPCR-method">
                                concentration: 50ng RNA/ul; reaction condition: 37℃ 15min, 85℃ 15sec.<br>
+
                                        <div class="card card-body card-dark">
                                qPCR: Using ChamQ SYBR qPCR Master Mix (Vazyme Biotech Co.,Ltd).
+
                                            <p><b style="font-size: 1.2em;">Method:</b><br>
                            </p>
+
                                                Cultivation: Using LB liquid medium, 37&#8451;, 200rpm. After
                            <p>Relative Normalized Expression data is calculated by using the equation below,<br>
+
                                                cultivating for 3h,
                                Relative Expression = 2<span class="sup">-[ΔC<span class="sub">t</span>(T)-ΔC<span
+
                                                cells
                                        class="sub">t</span>(C)]</span><br>
+
                                                are
                                where ΔC<span class="sub">t</span>(T) represents the difference between C<span
+
                                                cultivated under inducing conditions (1mM IPTG / 42&#8451;) for 8h
                                    class="sub">t</span> value of target gene and internal standard gene in treatment
+
                                                respectively.
                                group; ΔC<span class="sub">t</span>(C) represents the difference between C<span
+
                                                Total RNA extraction: Using RNAsimple Total RNA Kit,DP419 (TIANGEN
                                    class="sub">t</span> value of target gene and internal standard gene in negative
+
                                                BIOTECH (BEIJING)
                                control group.
+
                                                CO.,LTD.)<br>
                            </p>
+
                                                cDNA preparation: Using Evo M-MLV RT Mix (Vazyme Biotech Co.,Ltd);
                            <p><b>Results:</b> The group induced by 1mM IPTG represents obliviously up-regulation of
+
                                                template
                                transcription of mRFP and cI857 while inhibited in sfGFP and lacI; under 42℃ relative
+
                                                concentration: 50ng RNA/ul; reaction condition: 37&#8451; 15min,
                                expression of this genes has been reversed comparing induced by IPTG (Fig.3.3). </p>
+
                                                85&#8451;
                            <div class="imgWrapper centerize">
+
                                                15sec.<br>
                                <img src="https://static.igem.org/mediawiki/2021/e/e7/T--XJTU-China--engineering3.3.png"
+
                                                qPCR: Using ChamQ SYBR qPCR Master Mix (Vazyme Biotech Co.,Ltd).
                                    alt="RT-qPCR Result" width="90%">
+
                                            </p>
                                <span class="description"><strong>Fig. 3.3 </strong> Relative normalized expression of
+
                                            <p>Relative Normalized Expression data is calculated by using the equation
                                    (a): mRFP and sfGFP (b): cI857 and lacI in toggle-switch circuit measured by
+
                                                below,<br>
                                    RT-qPCR</span>
+
                                                Relative Expression = 2<span class="sup">-[ΔC<span
                            </div>
+
                                                        class="sub">t</span>(T)-ΔC<span
                            <h4 class="mt-3">
+
                                                        class="sub">t</span>(C)]</span><br>
                                 <p class="mt-3">
+
                                                where ΔC<span class="sub">t</span>(T) represents the difference between
                                    <b>Method:</b><br> Due to the expression of reporter genes in toggle switch, GFP and
+
                                                C<span class="sub">t</span> value of target gene and internal standard
                                    RFP
+
                                                gene in
                                    signals are detected by a microplate reader (SpectraMax i3). After normalization,
+
                                                treatment
                                    that is, dividing the fluorescent signals by corresponding OD<span
+
                                                group; ΔC<span class="sub">t</span>(C) represents the difference between
                                        class="sub">600</span>, the intensity of
+
                                                C<span class="sub">t</span> value of target gene and internal standard
                                    fluor-signal per cell is gained. And upon inducing with either IPTG or 42℃, temporal
+
                                                gene in negative
                                    determination of all the OD<span class="sub">600</span>, GFP &RFP fluorescent
+
                                                control group.
                                    signals provides us a set of
+
                                            </p>
                                    data that could describe the bistable-switch function of our toggle-switch circuit.
+
                                        </div>
                                </p>
+
                                    </div>
                                <p>We used full spectrum scanning to determine the most appropriate excitation and
+
                                </div>
                                    emission wavelengths for the two fluorescent proteins. Wavelength used are as below:
+
 
                                    <br>
+
                                <p class="mt-3"><b style="font-size: 1.2em;">Results and Discussion:</b> Cells were
                                    sfGFP: Excitation 485nm; Emission 535nm<br>
+
                                    induced by two inducers IPTG and 42&#8451; separately, to test the two state of
                                    mRFP: Excitation 587nm; Emission 627nm
+
                                    toggle
                                </p>
+
                                    switch under different conditions. As shown in Fig. 3.3, with IPTG induction, the
                                <p>Cultivation: Using LB liquid medium, 37℃, 200rpm.<br>
+
                                    relative transcriptional level of <i>mRFP</i> was significantly increased about 5 folds in
                                    Induction: 1mM IPTG was used in 0-719 min culturing. Then the cells were collected
+
                                    the steady state (a), and <i>cI857</i>, that is under the same control of lacUV5 promoter
                                    by centrifugation and replaced with fresh medium without IPTG, and cultured at 42℃
+
                                    with <i>mRFP</i>, also showed the improved transcriptional level (b), indicating one state
                                </p>
+
                                    promoted by lacUV5 promoter. In contrast, when cells were incubated in 42&#8451;,
                                <p>The obtained fluorescence intensity data was normalized by subtracting the intensity
+
                                    the mRNA
                                    of the negative control (DH5alpha strain containing empty pET8a+ vector) and divided
+
                                    level of <i>sfGFP</i> was remarkably enhanced from 1.5x10<span class="sup">5</span> to
                                    by the 600nm absorbance (representing the thallus concentration). </p>
+
                                    7.9x10<span class="sup">6</span>, indicating another
                                 <p><b>Result:</b><br>
+
                                    steady state controlled by lamda promoter. The transcription of downstream LacI was
                                     As in Fig.3.4, the relative fluorescence intensity of sfGFP and mRFP reversed after
+
                                    just slightly increased as shown in Fig. 3.3(b), which may attribute to the copy of
                                     changing the induction conditions. </p>
+
                                    lacI
 +
                                    gene in the genome of <i>E.coli</i>. In all, induction by 1mM IPTG resulted in obvious
 +
                                    up-regulation of transcription of <i>mRFP</i> and <i>cI857</i>, while inhibition in <i>sfGFP</i> and
 +
                                    LacI. And under 42&#8451; induction, the relative expression of genes has been
 +
                                    reversed.
 +
                                    The results indicate the two steady states can be achieved under two inducers
 +
                                    respectively. </p>
 +
                                <div class="imgWrapper centerize">
 +
                                    <img src="https://static.igem.org/mediawiki/2021/e/e7/T--XJTU-China--engineering3.3.png"
 +
                                        alt="RT-qPCR Result" width="90%">
 +
                                    <span class="description"><strong>Fig. 3.3 </strong> Relative normalized expression
 +
                                        of
 +
                                        (a): <i>mRFP</i> and <i>sfGFP</i> (b): <i>cI857</i> and <i>lacI</i> in toggle-switch circuit measured by
 +
                                        RT-qPCR</span>
 +
                                </div>
 +
 
 +
                                <a class="anchor" id="3.3.2"></a>
 +
                                <h4 class="mt-3 pl-5">3.3.2 Characterization of Bistability of Toogle-Switch</h4>
 +
                                 <div class="card card-dark ml-5 mt-5" style="width: 90%;">
 +
                                    <button class="btn btn-default" type="button" data-toggle="collapse"
 +
                                        data-target="#characterization-method" aria-expanded="false"
 +
                                        aria-controls="part">
 +
                                        Method
 +
                                    </button>
 +
                                    <div class="collapse" id="characterization-method">
 +
                                        <div class="card card-body card-dark">
 +
                                            <p class="mt-3">
 +
                                                <b style="font-size: 1.2em;">Method:</b><br> Due to the expression of
 +
                                                reporter genes in toggle
 +
                                                switch, GFP
 +
                                                and
 +
                                                RFP
 +
                                                signals are detected by a microplate reader (SpectraMax i3). After
 +
                                                normalization,
 +
                                                that is, dividing the fluorescent signals by corresponding OD<span
 +
                                                    class="sub">600</span>, the intensity of
 +
                                                fluor-signal per cell is gained. And upon inducing with either IPTG or
 +
                                                42&#8451;,
 +
                                                temporal
 +
                                                determination of all the OD<span class="sub">600</span>, GFP &RFP
 +
                                                fluorescent
 +
                                                signals provides us a set of
 +
                                                data that could describe the bistable-switch function of our
 +
                                                toggle-switch
 +
                                                circuit.
 +
                                            </p>
 +
                                            <p>We used full spectrum scanning to determine the most appropriate
 +
                                                excitation and
 +
                                                emission wavelengths for the two fluorescent proteins. Wavelength used
 +
                                                are as
 +
                                                below:
 +
                                                <br>
 +
                                                sfGFP: Excitation 485nm; Emission 535nm<br>
 +
                                                mRFP: Excitation 587nm; Emission 627nm
 +
                                            </p>
 +
                                            <p>Cultivation: Using LB liquid medium, 37&#8451;, 200rpm.<br>
 +
                                                Induction: 1mM IPTG was used in 0-719 min culturing. Then the cells were
 +
                                                collected
 +
                                                by centrifugation and replaced with fresh medium without IPTG, and
 +
                                                cultured at
 +
                                                42&#8451;
 +
                                            </p>
 +
                                            <p>The obtained fluorescence intensity data was normalized by subtracting
 +
                                                the
 +
                                                intensity
 +
                                                of the negative control (DH5alpha strain containing empty pET8a+ vector)
 +
                                                and
 +
                                                divided
 +
                                                by the 600nm absorbance (representing the thallus concentration). </p>
 +
                                        </div>
 +
                                    </div>
 +
                                </div>
 +
 
 +
                                 <p class="mt-3"><b style="font-size: 1.2em;">Result:</b><br>
 +
                                     The bistability of toggle switch was tested by switch of two inducers. As shown in
 +
                                    Fig. 3.4, cells were first induced by IPTG, and <i>mRFP</i> was expressed showing stably
 +
                                    increased red fluorescence. Because of the <i>cI857</i> was highly expressed in the same
 +
                                    time, lamda promoter was inhibited and little expression of <i>sfGFP</i> was observed. At
 +
                                    around 720 min, cells were washed, resuspended in fresh LB medium, and incubated in
 +
                                    42&#8451;. The change of induction condition led to the shifted expression of <i>sfGFP</i>
 +
                                    and
 +
                                    LacI, and the expression of <i>mRFP</i> was dramatically decreased due to the inhibitory
 +
                                     effect of Lac I on lacUV5 promoter. Fig. 3.4 clearly showed the fast switch of two states
 +
                                    controlled by two inducers, and the bistability can be aslo achieved under each
 +
                                    conditions. </p>
 
                                 <div class="imgWrapper centerize">
 
                                 <div class="imgWrapper centerize">
 
                                     <img src="https://static.igem.org/mediawiki/2021/1/14/T--XJTU-China--engineering3.4.png"
 
                                     <img src="https://static.igem.org/mediawiki/2021/1/14/T--XJTU-China--engineering3.4.png"
                                         alt="Characterization Result" width="90%">
+
                                         alt="Characterization Result" width="70%">
                                     <span class="description"><strong>Fig. 3.4 </strong> Relative fluorescence intensity
+
                                     <span class="description"><strong>Fig. 3.4 </strong> Relative fluorescence
                                         of sfGFP and mRFP in toggle-switch circuit under different inducing
+
                                        intensity
 +
                                         of <i>sfGFP</i> and <i>mRFP</i> in toggle-switch circuit under different inducing
 
                                         conditions</span>
 
                                         conditions</span>
 
                                 </div>
 
                                 </div>
                                 <h3 class="mt-3">3.4 Learn</h3>
+
                                <a class="anchor" id="3.4"></a>
                                 <p><b>Conclusion:</b> We confirmed the function of toggle-switch circuit in RT-qPCR and
+
                                 <h3 class="mt-3 pl-5">3.4 Learn</h3>
                                     fluorescence measurement results. We successfully achieved the bistable expression
+
                                 <p><b>Conclusion:</b> We confirmed the function of toggle-switch circuit in RT-qPCR
                                     of sfGFP and mRFP under different induction conditions. The alternation of the two
+
                                    and
                                     fluorescence intensities was observed after the change of conditions, reporting the
+
                                     fluorescence measurement results. We successfully achieved the bistable
 +
                                    expression
 +
                                     of <i>sfGFP</i> and <i>mRFP</i> under different induction conditions. The alternation of the
 +
                                    two
 +
                                     fluorescence intensities was observed after the change of conditions, reporting
 +
                                    the
 
                                     intensities of respective promoters.</p>
 
                                     intensities of respective promoters.</p>
                                 <p>According to the above results,the feasibility has been proved that we can use this
+
                                 <p>According to the above results,the feasibility has been proved that we can use
                                     circuit to control the expression of aroG, trpBA and pykA genes, so as to control
+
                                    this
 +
                                     circuit to control the expression of <i>aroG</i>, <i>trpBA</i> and <i>pykA</i> genes, so as to
 +
                                    control
 
                                     the cell into different states of “proliferation” and “production”.</p>
 
                                     the cell into different states of “proliferation” and “production”.</p>
                             </h4>
+
                                <hr>
 +
                                <div class="row">
 +
                                    <div class="col-12">
 +
                                        <p class="float-right nav mt-3">Read more results of our new parts at&nbsp;<a
 +
                                                href="https://2021.igem.org/Team:XJTU-China/Proof_Of_Concept">
 +
                                                Proof of Concept</a>&nbsp;or&nbsp;<a
 +
                                                href="https://2021.igem.org/Team:XJTU-China/Improve">improvement</a>.
 +
                                        </p>
 +
                                    </div>
 +
                                </div>
 +
                                <div class="row">
 +
                                    <div class="col-12">
 +
                                        <p class="float-right nav mt-3">For protocols we apply in our labwork, see also:&nbsp;<a
 +
                                                href="https://2021.igem.org/Team:XJTU-China/Protocols">
 +
                                                Protocols</a>
 +
                                        </p>
 +
                                    </div>
 +
                                </div>
 +
                             </div>
 
                         </div>
 
                         </div>
 
                     </div>
 
                     </div>

Latest revision as of 20:51, 21 October 2021

Team:XJTU-China/Engineering

Engineering

Engineering Success
Toggle Switch

1. General Design

This circuit is an updated version of the traditional toggle switch developed by James J. Collins's group in 2000 (Gardner et al. Nature, 2000), which contains two feedback each controls the other, and can achieve bistability of protein expression in different inducing conditions.

Two promoter-repressor systems (lacUV5 promoter-lacI and lambda pomoter-CI857) with sfGFP and mRFP respectively, was constructed in our updated version, to monitor the two states of the circuit. With induction of IPTG, the downstream genes of lacUV5, that is, CI protein and mRFP will expressed, while those in the downstream of lambda promoter (lacI and sfGFP) will be repressed. Even without IPTG induction after several hours, the lack of lacI expression will result in the stability of red fluorescence. At temperatures above 42 ℃, gene expression will be flipped into another state, the stable expression of lacI and sfGFP, and the state will maintain even without heat. The GFP and RFP can be altered with other functional genes such as tyrptohan synthesitic genes to achieve the bistable expression and synthesis of tyrptohan.

The design of toggle-switch circuit is shown in Fig. 1.1.

Design of Toggle-Switch Circuit Fig. 1.1 Design of Toggle-Switch Circuit

2. in-silico Engineering

2.1 Design, Build and Test

Before our experiment, modeling was performed for in-silico prediction of behaviours of the toggle switch circuit. We constructed a equation set based on transcription and expression to describe the changes in the relative expression levels of GFP and RFP under different inducing conditions (IPTG induction or 42℃ heat). Equations used are listed in Fig. 2.1

The in silico result of the expression level of sfGFP and mRFP under different leaky expression factor α0 as shown in Fig2.2, which indicates that the behavior of toggle switch is largely affected by the leaky expression of two promoters. A bistability can be achieved under low α0, and toggle switch will fail in case of high α0.

the model of toggle switch Fig. 2.2 Toggle Switch Modelling Result. IPTG is introduced at 1000 min and the induction condition is switched to 42℃ at 2000 min.
the result of toggle switch modelling Fig. 2.1 Toggle Switch Modelling Equations.

2.2 Learn

With the result of our in-silico prediction, we concluded that reduced leaky expression of promoters is the key to construct the toggle-switch circuit. This would provide guidance for our following experimental design, including selection of the RBSs with appropriate strength to weaken the possible leaky expressions.

3. Experimental Engineering

3.1 Design

Generally, the toggle-switch circuit is constructed utilizing two sets of promoter-repressor system, namely, lacUV5 promoter-LacI and lambda promoter-CI857, in addition to sfGFP and mRFP as the reporter genes (see the Fig. 1.1). Promoter lacUV5 initiates the transcription of the downstream genes cI857 and mRFP, leading to a combined result of red fluorescence and pλ inhibition. While the pλ, just the contrary, starts the expression of GFP and lacUV5 repressor LacI. Thus, if inducing the cells with IPTG, the inhibition on lacUV5 by LacI will be released, triggering the generation of red signal. And the treatment of higher incubation temperature, like 42℃, promotes the degradation of cI protein, inducing the biological function of pλ then causing a green signal.

3.2 Build

In our project, Golden Gate Assembly (GG) is applied to ligate all the genes and their backbones pET28a+. Thus, a series of DNA fragments with flanking sequences which are consistent type IIS restriction enzyme recognition sites and complementary restriction sites are generated using PCR amplification. Additionally, the 5' overhang of primers may also extend the amplicons with some short but fundamental parts like Shine-Dalgarno sequences, promoters and terminators.

The figure of agarose gel electrophoresis of DNA fragment that build the toggle-switch plasmid is shown in Fig. 3.1(a).

Agarose gel electrophoresis of toggle-switch circuit Fig. 3.1 Agarose gel electrophoresis of toggle-switch circuit. (a) The circuit of toggle switch (3735bp) is constructed and the electrophoresis result shows the expected band (right lane). (b) The toggle-switch plasmid has the length of 5920bp. Then the plasmid is subjected to double digestion with XbaI and SapI to yield fragments in 3825bp and 2095bp

These two fragments are consequently used for GG to construct the plasmid containing our toggle-switch circuit. After transformation to E.coli DH5alpha, plasmid extraction and a set of screening including colony PCR and double digestion, strains with expected plasmid are selected, indicating the toggle-switch circuit is built. And the sequencing result confirms no mutation in the circuit.

3.3 Test

3.3.1 RT-qPCR quantifications of Toggle-Switch

We first used RT-qPCR to detect the transcription of each gene under different induction conditions, so as to preliminarily judge the effect of promoter bistable expression.

Method:
Cultivation: Using LB liquid medium, 37℃, 200rpm. After cultivating for 3h, cells are cultivated under inducing conditions (1mM IPTG / 42℃) for 8h respectively. Total RNA extraction: Using RNAsimple Total RNA Kit,DP419 (TIANGEN BIOTECH (BEIJING) CO.,LTD.)
cDNA preparation: Using Evo M-MLV RT Mix (Vazyme Biotech Co.,Ltd); template concentration: 50ng RNA/ul; reaction condition: 37℃ 15min, 85℃ 15sec.
qPCR: Using ChamQ SYBR qPCR Master Mix (Vazyme Biotech Co.,Ltd).

Relative Normalized Expression data is calculated by using the equation below,
Relative Expression = 2-[ΔCt(T)-ΔCt(C)]
where ΔCt(T) represents the difference between Ct value of target gene and internal standard gene in treatment group; ΔCt(C) represents the difference between Ct value of target gene and internal standard gene in negative control group.

Results and Discussion: Cells were induced by two inducers IPTG and 42℃ separately, to test the two state of toggle switch under different conditions. As shown in Fig. 3.3, with IPTG induction, the relative transcriptional level of mRFP was significantly increased about 5 folds in the steady state (a), and cI857, that is under the same control of lacUV5 promoter with mRFP, also showed the improved transcriptional level (b), indicating one state promoted by lacUV5 promoter. In contrast, when cells were incubated in 42℃, the mRNA level of sfGFP was remarkably enhanced from 1.5x105 to 7.9x106, indicating another steady state controlled by lamda promoter. The transcription of downstream LacI was just slightly increased as shown in Fig. 3.3(b), which may attribute to the copy of lacI gene in the genome of E.coli. In all, induction by 1mM IPTG resulted in obvious up-regulation of transcription of mRFP and cI857, while inhibition in sfGFP and LacI. And under 42℃ induction, the relative expression of genes has been reversed. The results indicate the two steady states can be achieved under two inducers respectively.

RT-qPCR Result Fig. 3.3 Relative normalized expression of (a): mRFP and sfGFP (b): cI857 and lacI in toggle-switch circuit measured by RT-qPCR

3.3.2 Characterization of Bistability of Toogle-Switch

Method:
Due to the expression of reporter genes in toggle switch, GFP and RFP signals are detected by a microplate reader (SpectraMax i3). After normalization, that is, dividing the fluorescent signals by corresponding OD600, the intensity of fluor-signal per cell is gained. And upon inducing with either IPTG or 42℃, temporal determination of all the OD600, GFP &RFP fluorescent signals provides us a set of data that could describe the bistable-switch function of our toggle-switch circuit.

We used full spectrum scanning to determine the most appropriate excitation and emission wavelengths for the two fluorescent proteins. Wavelength used are as below:
sfGFP: Excitation 485nm; Emission 535nm
mRFP: Excitation 587nm; Emission 627nm

Cultivation: Using LB liquid medium, 37℃, 200rpm.
Induction: 1mM IPTG was used in 0-719 min culturing. Then the cells were collected by centrifugation and replaced with fresh medium without IPTG, and cultured at 42℃

The obtained fluorescence intensity data was normalized by subtracting the intensity of the negative control (DH5alpha strain containing empty pET8a+ vector) and divided by the 600nm absorbance (representing the thallus concentration).

Result:
The bistability of toggle switch was tested by switch of two inducers. As shown in Fig. 3.4, cells were first induced by IPTG, and mRFP was expressed showing stably increased red fluorescence. Because of the cI857 was highly expressed in the same time, lamda promoter was inhibited and little expression of sfGFP was observed. At around 720 min, cells were washed, resuspended in fresh LB medium, and incubated in 42℃. The change of induction condition led to the shifted expression of sfGFP and LacI, and the expression of mRFP was dramatically decreased due to the inhibitory effect of Lac I on lacUV5 promoter. Fig. 3.4 clearly showed the fast switch of two states controlled by two inducers, and the bistability can be aslo achieved under each conditions.

Characterization Result Fig. 3.4 Relative fluorescence intensity of sfGFP and mRFP in toggle-switch circuit under different inducing conditions

3.4 Learn

Conclusion: We confirmed the function of toggle-switch circuit in RT-qPCR and fluorescence measurement results. We successfully achieved the bistable expression of sfGFP and mRFP under different induction conditions. The alternation of the two fluorescence intensities was observed after the change of conditions, reporting the intensities of respective promoters.

According to the above results,the feasibility has been proved that we can use this circuit to control the expression of aroG, trpBA and pykA genes, so as to control the cell into different states of “proliferation” and “production”.


contact us

Xi'an Jiaotong University
28 Xianning West Road
Xi'an, Shaanxi, China, 710049
xjtu_igem@xjtu.edu.cn

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