Team:NJAU China/System Design

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           <li id="ackonwledgement_li"><a href="#">Acknowledgement</a>
           <li id="ackonwledgement_li"><a href="#">Acknowledgement</a>
                 <dl id="ackonwledgement">
                 <dl id="ackonwledgement">
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                    <dd><a href="https://2014.igem.org/Team:NJAU_China/Inside Campus">Inside Campus</a></dd>
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                    <dd><a href="https://2014.igem.org/Team:NJAU_China/Inside Campus">Inside Campus</a></dd>
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                    <dd><a href="https://2014.igem.org/Team:NJAU_China/Outside Campus">Outside Campus</a></dd>
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                    <dd><a href="https://2014.igem.org/Team:NJAU_China/Inside Campus">Inside Campus&Arrtibutions</a></dd>
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     <h1>A model on the process of Cu<sup>2+</sup> elimination by “Copper Terminator”.</h1>
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<b>Abstract</b> The process which this equipment “Copper Terminator” uptaking Cu2+ is modeled by ordinary differential equations. Parameters in this models are both inferred from our experiments or obtained from literature. Second order Runge-Kutta method is utilized in simulation and the result shows that Cu2+ is almost entirely  eliminated within 300 minutes from 1mg/L. Finally, Morris sensitivity analysis is carried out and shows that four controllable parameters are most important to the effect of elimination and this demonstrate the possibility of its application. </p>
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      <div class="p_left2">
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    <h1> 1.Introduction</h1>
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            <ul id=PKU_subsubmenu class=vertical onmouseout=listReset();>
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      <img src="h https://static.igem.org/mediawiki/2014/c/cc/Qq1.png" />
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              <li class="bar">System Design</li>
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<p> In our “Copper Terminator” (Figure 3.2.1), <i>E.coli</i> reproduce in a relatively stable environment in which the temperature is set constant by a temperature sensor , a heater and a microcontroller. Polymers are covered on a framework to keep <i>E.coli</i> form spreading into outside space but let Cu<sup>2+</sup> pass through. Cu<sup>2+</sup> which have entered this equipment is uptaken by <i>E.coli</i>. </p>
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              <li class=trunk onmouseover=listTrigger(0);><a href="#Fundamental Part">Fundamental Part</a></li>
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    <h1> 2.Assumptions</h1>
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              <li class=trunk onmouseover=listTrigger(0);><a href="#Facilitating Part">Facilitating Part</a></li>
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        <p> Due to our experiment, Cu<sup>2+</sup> concentration have little influence on the growth of <i>E.coli</i>. The critical values of tolerance of Cu<sup>2+</sup> for DH5α and BL21 is 165mg/L and 160mg/L which are all beyond the normal concentration in water. We assume that the growth of <i>E.coli</i> is not influenced by Cu<sup>2+</sup> concentration.</p>
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            </ul>
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         <p> Since we have polymers covering the surface of this equipment, the environment inside is relatively independent from the environment outside. The growth of <i>E.coli</i> can hardly be disturbed by environment outside. The assumption is that the growth of <i>E.coli</i> is subject to logistic model, in other words, the environmental resistance only comes from the competition on nutrition within the population.</p>
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      </div>
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<p> How Cu<sup>2+</sup> is transported into <i>E.coli</i> is still undiscovered. So that it is difficult to come up with an exact description by mathematical equations for this process. To simplify this model, we assume that the rate of Cu<sup>2+</sup> uptaken is not related to the physiological status of <i>E.coli</i>. They are equal under different stage of a single <i>E.coli</i>.</p>
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    <script type="text/javascript">
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    <p> For this model here, we assume uniformity of Cu<sup>2+</sup> and <i>E.coli</i>. in the solution.</p>
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  <h1> 3.Model<h1>
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    var sub1hght = 0;
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    function Following()
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<b> a)Variables and Parameters</b> </p>
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    {
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<p> i.Variables</p>
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      sub1hght=sub1hght*0.9+(document.documentElement.scrollTop+document.body.scrollTop)*0.095-10;
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    <img src=" https://static.igem.org/mediawiki/2014/2/2c/Qq2.png" />
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      if (sub1hght<0) {sub1hght=0;}
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<p> ii.Parameters</p>
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    <img src=" https://static.igem.org/mediawiki/2014/5/56/Qq3.1.png" />
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    var handleFollowing = setInterval(Following,30);
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<p>
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    </script>
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<b> b)Model Development</b> </p>
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    <script type="text/javascript">
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<p> The simple model which describes forward diffusion from compartment i to j :</p>
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    var subsubitem=subfirst.getElementsByTagName('ul')[sublists_Now].getElementsByTagName('a')[0];
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<p> Similarly, a back diffusion from j to i is described as:</p>
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<img src=" https://static.igem.org/mediawiki/2014/8/86/Qqt2.png" />
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    listTrigger(sublists_Now);
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<p> The change in the substance of each compartment can be derivated as :</p>
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<img src=" https://static.igem.org/mediawiki/2014/0/0e/Qqt3.png" />
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    </script>
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<p> In our model, taking the effective surface area of each “Copper Terminator” into consideration, we derivate the change of Cu<sup>2+</sup> concentration outside the equipment as:</p>
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    </div>
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<img src=" https://static.igem.org/mediawiki/2014/1/17/Qq4.png" />
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    <div id="my_con">
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<p> Parameter <i>k</i> here has a different unit from previous ones.</p>
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    <div style="text-align:center"><img src="https://static.igem.org/mediawiki/2014/4/49/Y1.jpg"></div>
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<p> The concentration of Cu<sup>2+</sup> inside is increased by diffusion while decreased by E.coli uptaking. So that the change of Cu<sup>2+</sup> concentration inside can be described as :</p>
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        <p> To cope with the copper solution, we hope to build a system which can be activated automatically when pollution occurred, efficient and intelligent.</p>
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<img src=" https://static.igem.org/mediawiki/2014/6/65/Qqt4.png" />
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        <p>We design two basic parts to form a whole system, fundamental part and facilitating part :</p>
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<p> The growth of E.coli follow logistic equation :</p>
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        <h1><a name="Fundamental Part">1. Fundamental Part</a></h1>
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<img src=" https://static.igem.org/mediawiki/2014/e/e4/Qqt5.png" />
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        <div style="text-align:center"><img src="https://static.igem.org/mediawiki/2014/a/a6/Y2.jpg"></div>
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<p>
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        <p>There are sensor and <i>gsh</i>F in this part.</p>
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<b> c)Model Simulation</b> </p>
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        <p>For engineering an bio-machine to decrease the copper toxic automatically, we need a sensitive copper sensor to make CAM boy do rapid response once detecting the concentration of copper is excessive.</p>
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<p> Simulation is carried out by second order Runge-Kutta method with a step of 0.1 min and 3000 times iteration. The parameters are both from our experiment and some literatures.</p>
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        <p><i>marO</i> and mar locus</p>
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<img src=" https://static.igem.org/mediawiki/2014/7/75/Qq5.png" />
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        <p>E.coli can tolerate or resist several extracellular stress through conferring intrinsic mechanism such as multiple antibiotic resistance (mar) locus in chromosome<sup>[1]</sup>. Two transcriptional units, <i>mar</i>C and <i>mar</i>RAB, dividedly flanked operator <i>mar</i>O in the mar locus<sup> [2] </sup>.The <i>mar</i>RAB has been uncovered to be involved in antibiotic resistance and various cellular stress response. Meanwhile the MarR ,which is expressed by <i>mar</i>R and binds to <i>mar</i>O, can negatively regulate <i>mar</i>RAB by repressing its promoter<sup> [3] </sup> (Figure 1.2.3).There are two sites targeted by MarO in <i>mar</i>O has been deduced through DNA footprinting<sup> [4] </sup>.Recently the copper has been demonstrated as a signal molecule to directly trigger the dissociation of MarR from DNA by redox reaction inside E.coli ,and in this reaction the copper(II) oxidize the MarR to become a dimer linked by disulfide bonds <sup> [5] </sup> (Figure 1.2.4).</p>
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<p> Figure 3.2.2 shows the Cu<sup>2+</sup> concentration change with time both inside and outside.</p>
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        <div style="text-align:center"><img src="https://static.igem.org/mediawiki/2014/6/6f/Y3%2C4.jpg"></div>
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<img src=" https://static.igem.org/mediawiki/2014/6/62/Qq6.png" />
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        <p>The cue system</p>
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<p> Figure 3.2.3 shows the growth curve of <i>E.coli</i>.</p>
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         <p>Moreover the E.coli has astonishing tolerance to copper in relation to several dependent or independent systems mediating the homeostasis. The <i>cop</i>A and <i>cue</i>O are both in the same <i>cue</i> (Cu efflux) system. They are activated by a copper-responsive protein CueR (Cu efflux regulator) by targeting at their promoters <sup> [6] </sup>The CopA is a ATPase which is responsible to efflux of copper(I) in cells ,and it seems to become a critical method of mediating the homeostasis in high concentration of copper<sup> [7,8] </sup>. Meanwhile the CueO is another important factor conferring the intracellular copper tolerance of E.coli, and it is a multi-copper oxidase protecting periplasm from damage of copper<sup> [9] </sup>.</p>
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<p>
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        <p>Glutathione exist in two forms in bacteria, the reduced Glutathione (known as GSH) and oxidized Glutathione (known as GSSG) and the reduced Glutathione is the majority group and play the significant role in organism . The glutathione often refers to reduced glutathione.</p>
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<b> d)Global Sensitivity Analysis</b> </p>
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        <p>GSH is a natural bioactive peptide with an important physiological functions, form by l-glutamic acid, l-cysteine and glycine linked by peptide bond. Its molecular formula is C10H17O6SN3 and its chemical structure is shown in figure 1.2.5. Glutathione cysteine side chain has a active sulfhydryl group, which is the basis of many important physiological functions structure, combining with free radicals in human body. Free radicals can be directly reduced to metabolic acids easily and accelerate the excretion of free radicals, thereby reduce free radical damage to vital organs. It is formed a antioxidant network, with a variety of antioxidant enzymes, reacting with various reactive oxygen species (ROS) to protect hemoglobin and metals sulfur proteins form oxidation<sup> [10] </sup>.</p>
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    <p> Global sensitivity analysis is a method to analyse all the parameters at one time to find out the influence on the result for each parameter and the interaction between those parameters.</p>
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        <p>Metals, especially the characteristics of heavy metal with a strong pro-s and sulfhydryl (-SH) is an important functional group of GSH molecule structure, it can combine metal ions (M2 +) to form nontoxic or less toxic complexes to detoxificate.    Also GSH, under heavy metal ions stress-induced situation, produce free radicals (-OH) for redox reaction, which deduce oxidative damage. A major physiological function of GSH is protecting sulfhydryl contained in membrane protein and enzymes from oxidation <sup> [11] </sup>. Therefore, the GSH-metal interactions are critical part of detoxification.  Using the 1.0 m g/l copper ion solution on suspensions of Escherichia coli for 4 hours, the result of the average killing rate is 61.90%. </p>
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    <p> Morris (1991) proposed conducting individually randomized experiments that evaluate the effect of changing one parameter at a time. Each input may assume a discrete number of values, called levels, that are selected from within an allocated range of variation for the parameter.</p>
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<div style="text-align:center"><img src="https://static.igem.org/mediawiki/2014/c/c4/Y5.jpg"></div>
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      <p> For each parameter, two sensitivity measures are proposed by Morris (1991): (1) the mean, μ, which estimates the overall effect of the parameter on a given output; and (2) the.</p>
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        <p>Heavy metal pollution has become an urgent issue. Using the secreting GSH secreted by engineering bacteria to remediate the metals heavy metals, this approach provides direction to reduce heavy metal pollution. After the induction of certain conditions, glutathione synthesis gene (<i>gsh</i>F) which is transformed into the bacteria can secret GSH and GSH can combine metal ions reducing the toxic effects of heavy metals on Escherichia coli leading to the reduce the accumulation level of heavy metals(Fig 1.2.6).</p>
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        <p> standard deviation of the effect, σ, which estimates the higher-order characteristics of the parameter (such as curvatures and interactions).</p>
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        <div style="text-align:center"><img src="https://static.igem.org/mediawiki/2014/c/c0/Y6.1.jpg"></div>
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        <p> We define t<sub>0.5</sub> as the time when Cu<sup>2+</sup> concentration outside reaches 0.5mg/L, which is the maximum value allowed in city water. Monte Carlo method is applied to generate 80 groups of 7 parameters randomly with certain distributions. t<sub>0.5</sub> of each sample can be calculated and then they are undergoing Morris sensitivity analysis.</p>
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        <div style="text-align:center"><img src="https://static.igem.org/mediawiki/2014/b/b4/Y6.2.jpg"></div>
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<img src=" https://static.igem.org/mediawiki/2014/d/d3/Qq7.png" />
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        <p>In vivo, GSH synthesis is a two-step sequential enzyme reaction. Two key enzyme are γ-glutamyl cysteine synthetase (γ-GCS) and Glutathione synthetase (GS) and gamma-glutamyl cysteine synthetase is the rate-limiting enzyme. In recent years, Streptococcus agalactiae was reported by Janowiak can synthesis GSH and code for γ-glutamyl cysteine synthetase and Glutathione synthetase activity bifunctional enzyme genes which named GshF. This enzyme is γ--GCS-GS. In Streptococcus agalactiae, GshF activity is not confined by the negative feedback of GSH and there is no accumulation of intermediate products. </p>
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    <p> According to figure 3.2.4, the most significant parameters which have most effect on the result in this model are R, h, D, and k. Those parameters are all controllable parameters. The result of Morris analysis gives us a direction on design and application of these “Copper Terminator” equipment: As long as we set proper R, h, D, and k, we will make an outstanding improvement on the performance.</p>
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        <h1><a name="Facilitating Part">2. Facilitating Part</a></h1>
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    <h3>Refrences:</h3>
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        <div style="text-align:center"><img src="https://static.igem.org/mediawiki/2014/0/01/Y7.jpg"></div>
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    <p>[1] Keen, Robert E., and James D. Spain. <i>Computer simulation in biology</i>: a BASIC introduction. John Wiley & Sons, Inc., 1994.</p>
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        <p>In this part, promoter vgb and CRISPERi are included:</p>
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    <p>[2] Morris, Max D. "Factorial sampling plans for preliminary computational experiments." <i>Technometrics</i> 33.2 (1991): 161-174.
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        <p>As a matter of fact, during the process of copper compound with glutathione, there are other reactions also exists. Although the copper-glutathione complex, the product of the chemical reaction, has been reported to be very stable in aqueous solutions, the Cu(I)–glutathione complex continually reacts with molecular oxygen to generate superoxide anions. Here's the mechanism of these reactions:</p>
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</p>
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        <div style="text-align:center"><img src="https://static.igem.org/mediawiki/2014/f/fc/Y8.jpg"></div>
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</div>
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        <p>It has been reported that the Cu(I)–glutathione complex, present in a pre-incubated (3:1) GSH plus Cu<sup>2+</sup> mixture, reacts continually with molecular oxygen to generate superoxide anions<sup> [12] </sup>.</p>
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        <p>Promoter <i>vgb</i> is oxygen-dependent promoter which can be maximally induced under microaerobic conditions. Webster (1988) and Bailey (1988) isolated the DNA fragment including the <i>vgb</i> gene, which encodes VHb protein and its native promoter respectively from <i>Vitreoscilla</i><sup> [13] </sup>. It is found in freshwater sediments and cow dung, where oxygen availability is limited. In various organisms, VHb, coding by <i>vgb</i> gene, was shown to improve microaerobic cell growth and enhance oxygen dependent product formation in various organisms.</p>
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        <p>From now on, promoter <i>vgb</i> has been characterized in E. coli and has been shown to be functional in heterologous hosts. Transcriptional activity of P<i>vgb</i> in E. coli is positively modulated by CRP (cAMP receptor protein) and FNR (Fumarate nitrate reduction regulator) <sup> [14] </sup>. Using P<i>vgb</i> to activate CRISPERi system to repress expression of CopA, a Cu(I)-translocating efflux pump, can regulating autonomously and make sure the efficiency of GSH dealing with the copper pollution.</p>
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        <p>Targeted gene regulation on a genome-wide scale is a powerful strategy for interrogating, perturbing and engineering cellular systems. Here, we develop a method for controlling gene expression based on Cas9, an RNA-guided DNA endonuclease from a type II CRISPR system. We show that a catalytically dead Cas9 lacking endonuclease activity, when coexpressed with a guide RNA, generates a DNA recognition complex that can specifically interfere with transcriptional elongation, RNA polymerase binding, or transcription factor binding. This system, which we call CRISPR interference (CRISPRi), can efficiently repress expression of targeted genes in Escherichia coli, with no detectable off-target effects. This RNA-guided DNA recognition platform provides a simple approach for selectively perturbing gene expression on a genome-wide scale<sup> [15] </sup> </p>
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        <p>The <i>cop</i>A gene product, a putative copper-translocating P-type ATPase, has been shown to be involved in copper resistance in Escherichia coli. Some evidences indicate that CopA is a Cu(I)-translocating efflux pump that is similar to the copper pumps<sup> [16] </sup>.</p>
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        <div style="text-align:center"><img src="https://static.igem.org/mediawiki/2014/0/07/Y9.jpg"></div>
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        <p>The CRISPRi system consists of an inducible Cas9 protein and a designed sgRNA chimera. The dCas9 contains mutations of the RuvC1 and HNH nuclease domains. The sgRNA chimera contains three functional domains, as described below.</p>
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        <div style="text-align:center"><img src="https://static.igem.org/mediawiki/2014/f/ff/Y10.jpg"></div>
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        <p>The minimal interference system consists of a single protein and a designed sgRNA chimera. The sgRNA chimera consists of three domains (boxed region): a 20 nt complementary region for specific DNA binding, a 42 nt hairpin for Cas9 binding (Cas9 handle), and a 40 nt transcription terminator derived from <i>S. pyogenes</i>. The wild-type Cas9 protein contains the nuclease activity. The dCas9 protein is defective in nuclease activity.</p>
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        <p>The wild-type Cas9 protein binds to the sgRNA and forms a protein-RNA complex. The complex binds to specific DNA targets by Watson-Crick base pairing between the sgRNA and the DNA target. In the case of wild-type Cas9, the DNA will be cleaved due to the nuclease activity of the Cas9 protein. We hypothesize that the dCas9 is still able to form a complex with the sgRNA and bind to specific DNA target. When the targeting occurs on the protein-coding region, it could block RNA polymerase and transcript elongation <sup> [17] </sup>.</p>
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        <div style="text-align:center"><img src="https://static.igem.org/mediawiki/2014/1/17/Y11.1.jpg"></div>
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        <div style="text-align:center"><img src="https://static.igem.org/mediawiki/2014/9/97/Y11.2.jpg"></div>
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        <div style="text-align:center"><img src="https://static.igem.org/mediawiki/2014/0/0e/Y11.3.jpg"></div>
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        <div style="text-align:center"><img src="https://static.igem.org/mediawiki/2014/1/10/Y11.4.jpg"></div>
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        <p>If the blueprint is broken or deficient ,we cannot make a whole model .similarly, the mRNA elongation process is interrupted ,the copper-translocating P-type ATPase won't be compounded. Consequently, the possibility of cuprous ions in cytoplasm shipped out will reduce. Because of the induced quality of cuprous ions , the copper ions are accumulated in E.coli.</p>
 +
        <p>References:</p>
 +
      <p> [1] George, A. M., & Levy, S. B. (1983). Gene in the major cotransduction gap of the Escherichia coli K-12 linkage map required for the expression of chromosomal resistance to tetracycline and other antibiotics. Journal of bacteriology, 155(2), 541-548.</p>
 +
<p>[2] Cohen, S. P., Hächler, H., & Levy, S. B. (1993). Genetic and functional analysis of the multiple antibiotic resistance (mar) locus in Escherichia coli.Journal of bacteriology, 175(5), 1484-1492.</p>
 +
<p>[3] Alekshun, M. N., & Levy, S. B. (1997). Regulation of chromosomally mediated multiple antibiotic resistance: the mar regulon. Antimicrobial agents and chemotherapy, 41(10), 2067.</p>
 +
<p>[4] Martin, R. G., & Rosner, J. L. (1995). Binding of purified multiple antibiotic-resistance repressor protein (MarR) to mar operator sequences. Proceedings of the National Academy of Sciences, 92(12), 5456-5460.</p>
 +
<p>[5] Hao, Z., Lou, H., Zhu, R., Zhu, J., Zhang, D., Zhao, B. S., ... & Chen, P. R. (2013). The multiple antibiotic resistance regulator MarR is a copper sensor in Escherichia coli. Nature chemical biology.</p>
 +
<p>[6] Outten, F. W., Outten, C. E., Hale, J., & O'Halloran, T. V. (2000). Transcriptional Activation of an Escherichia coli Copper Efflux Regulon by the Chromosomal MerR Homologue, CueR. Journal of Biological Chemistry,275(40), 31024-31029.</p>
 +
<p>[7] Rensing, C., Fan, B., Sharma, R., Mitra, B., & Rosen, B. P. (2000). CopA: an Escherichia coli Cu (I)-translocating P-type ATPase. Proceedings of the National Academy of Sciences, 97(2), 652-656.</p>
 +
<p>[8] Outten, F. W., Huffman, D. L., Hale, J. A., & O'Halloran, T. V. (2001). The Independent cue and cusSystems Confer Copper Tolerance during Aerobic and Anaerobic Growth in Escherichia coli. Journal of Biological Chemistry,276(33), 30670-30677.</p>
 +
<p>[9] Grass, G., & Rensing, C. (2001). CueO Is a Multi-copper Oxidase That Confers Copper Tolerance in Escherichia coli. Biochemical and biophysical research communications, 286(5), 902-908.</p>
 +
<p>[10] Bode AM, Liang HQ, Green EH, et al. Ascorbic acid recycling in Nb2 lymphoma cell: implications for tumor progression [J].Free. Radic. Biol. Med. 1999, 26:136-47.</p>
 +
<p>[11] P.B. Tchounwou, C. Newsome , J. Williams , etal, Copper-induced cytotoxicity and transcriptional activationof stress genes in human liver carcinoma cells [J]. Met. Ions. Biol.Med., 2008, 10:285–290.</p>
 +
<p>[12] Speisky H, Gómez M, Carrasco-Pozo C, et al. Cu (I)–Glutathione complex: A potential source of superoxide radicals generation[J]. Bioorganic & medicinal chemistry, 2008, 16(13): 6568-6574.</p>
 +
<p>[13] Webster, D. A. (1988). Structure and function of bacterial hemoglobin and related proteins.
 +
Adv. Inorg. Biochem. 7, 245–265.</p>
 +
<p>[14] Khosla, C., and Bailey, J. E. (1989). Characterization of the oxygen-dependent promoter of
 +
the Vitreoscilla hemoglobin gene in Escherichia coli. J. Bacteriol. 171, 5995–6004.</p>
 +
<p>[15] Lei S. Qi, Matthew H. Larson, Luke A. Gilbert, Jennifer A. Doudna, Jonathan S. Weissman, Adam P. Arkin, and Wendell A. Lim. (2013). Repurposing CRISPR as an RNA-Guided Platform for Sequence-Specific Control of Gene Expression. Cell 152, 1173-1183.</p>
 +
<p>[16] Martin Jinek, Krzysztof Chylinski, Ines Fonfara, Michael Hauer, Jennifer A. Doudna, Emmanuelle Charpentier. (2012). A Programmable Dual-RNA–Guided DNA Endonuclease in Adaptive Bacterial Immunity. Science 337, 816-820.</p>
 +
<p>[17] Christopher Rensing, Bin Fan, Rakesh Sharma, Bharati Mitra, Barry P. Rosen.(2000). CopA: An Escherichia coli Cu(I)-translocating P-type ATPase. PNAS 97, 652-656.</p>
 +
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Latest revision as of 23:08, 17 October 2014

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To cope with the copper solution, we hope to build a system which can be activated automatically when pollution occurred, efficient and intelligent.

We design two basic parts to form a whole system, fundamental part and facilitating part :

1. Fundamental Part

There are sensor and gshF in this part.

For engineering an bio-machine to decrease the copper toxic automatically, we need a sensitive copper sensor to make CAM boy do rapid response once detecting the concentration of copper is excessive.

marO and mar locus

E.coli can tolerate or resist several extracellular stress through conferring intrinsic mechanism such as multiple antibiotic resistance (mar) locus in chromosome[1]. Two transcriptional units, marC and marRAB, dividedly flanked operator marO in the mar locus [2] .The marRAB has been uncovered to be involved in antibiotic resistance and various cellular stress response. Meanwhile the MarR ,which is expressed by marR and binds to marO, can negatively regulate marRAB by repressing its promoter [3] (Figure 1.2.3).There are two sites targeted by MarO in marO has been deduced through DNA footprinting [4] .Recently the copper has been demonstrated as a signal molecule to directly trigger the dissociation of MarR from DNA by redox reaction inside E.coli ,and in this reaction the copper(II) oxidize the MarR to become a dimer linked by disulfide bonds [5] (Figure 1.2.4).

The cue system

Moreover the E.coli has astonishing tolerance to copper in relation to several dependent or independent systems mediating the homeostasis. The copA and cueO are both in the same cue (Cu efflux) system. They are activated by a copper-responsive protein CueR (Cu efflux regulator) by targeting at their promoters [6] The CopA is a ATPase which is responsible to efflux of copper(I) in cells ,and it seems to become a critical method of mediating the homeostasis in high concentration of copper [7,8] . Meanwhile the CueO is another important factor conferring the intracellular copper tolerance of E.coli, and it is a multi-copper oxidase protecting periplasm from damage of copper [9] .

Glutathione exist in two forms in bacteria, the reduced Glutathione (known as GSH) and oxidized Glutathione (known as GSSG) and the reduced Glutathione is the majority group and play the significant role in organism . The glutathione often refers to reduced glutathione.

GSH is a natural bioactive peptide with an important physiological functions, form by l-glutamic acid, l-cysteine and glycine linked by peptide bond. Its molecular formula is C10H17O6SN3 and its chemical structure is shown in figure 1.2.5. Glutathione cysteine side chain has a active sulfhydryl group, which is the basis of many important physiological functions structure, combining with free radicals in human body. Free radicals can be directly reduced to metabolic acids easily and accelerate the excretion of free radicals, thereby reduce free radical damage to vital organs. It is formed a antioxidant network, with a variety of antioxidant enzymes, reacting with various reactive oxygen species (ROS) to protect hemoglobin and metals sulfur proteins form oxidation [10] .

Metals, especially the characteristics of heavy metal with a strong pro-s and sulfhydryl (-SH) is an important functional group of GSH molecule structure, it can combine metal ions (M2 +) to form nontoxic or less toxic complexes to detoxificate. Also GSH, under heavy metal ions stress-induced situation, produce free radicals (-OH) for redox reaction, which deduce oxidative damage. A major physiological function of GSH is protecting sulfhydryl contained in membrane protein and enzymes from oxidation [11] . Therefore, the GSH-metal interactions are critical part of detoxification. Using the 1.0 m g/l copper ion solution on suspensions of Escherichia coli for 4 hours, the result of the average killing rate is 61.90%.

Heavy metal pollution has become an urgent issue. Using the secreting GSH secreted by engineering bacteria to remediate the metals heavy metals, this approach provides direction to reduce heavy metal pollution. After the induction of certain conditions, glutathione synthesis gene (gshF) which is transformed into the bacteria can secret GSH and GSH can combine metal ions reducing the toxic effects of heavy metals on Escherichia coli leading to the reduce the accumulation level of heavy metals(Fig 1.2.6).

In vivo, GSH synthesis is a two-step sequential enzyme reaction. Two key enzyme are γ-glutamyl cysteine synthetase (γ-GCS) and Glutathione synthetase (GS) and gamma-glutamyl cysteine synthetase is the rate-limiting enzyme. In recent years, Streptococcus agalactiae was reported by Janowiak can synthesis GSH and code for γ-glutamyl cysteine synthetase and Glutathione synthetase activity bifunctional enzyme genes which named GshF. This enzyme is γ--GCS-GS. In Streptococcus agalactiae, GshF activity is not confined by the negative feedback of GSH and there is no accumulation of intermediate products.

2. Facilitating Part

In this part, promoter vgb and CRISPERi are included:

As a matter of fact, during the process of copper compound with glutathione, there are other reactions also exists. Although the copper-glutathione complex, the product of the chemical reaction, has been reported to be very stable in aqueous solutions, the Cu(I)–glutathione complex continually reacts with molecular oxygen to generate superoxide anions. Here's the mechanism of these reactions:

It has been reported that the Cu(I)–glutathione complex, present in a pre-incubated (3:1) GSH plus Cu2+ mixture, reacts continually with molecular oxygen to generate superoxide anions [12] .

Promoter vgb is oxygen-dependent promoter which can be maximally induced under microaerobic conditions. Webster (1988) and Bailey (1988) isolated the DNA fragment including the vgb gene, which encodes VHb protein and its native promoter respectively from Vitreoscilla [13] . It is found in freshwater sediments and cow dung, where oxygen availability is limited. In various organisms, VHb, coding by vgb gene, was shown to improve microaerobic cell growth and enhance oxygen dependent product formation in various organisms.

From now on, promoter vgb has been characterized in E. coli and has been shown to be functional in heterologous hosts. Transcriptional activity of Pvgb in E. coli is positively modulated by CRP (cAMP receptor protein) and FNR (Fumarate nitrate reduction regulator) [14] . Using Pvgb to activate CRISPERi system to repress expression of CopA, a Cu(I)-translocating efflux pump, can regulating autonomously and make sure the efficiency of GSH dealing with the copper pollution.

Targeted gene regulation on a genome-wide scale is a powerful strategy for interrogating, perturbing and engineering cellular systems. Here, we develop a method for controlling gene expression based on Cas9, an RNA-guided DNA endonuclease from a type II CRISPR system. We show that a catalytically dead Cas9 lacking endonuclease activity, when coexpressed with a guide RNA, generates a DNA recognition complex that can specifically interfere with transcriptional elongation, RNA polymerase binding, or transcription factor binding. This system, which we call CRISPR interference (CRISPRi), can efficiently repress expression of targeted genes in Escherichia coli, with no detectable off-target effects. This RNA-guided DNA recognition platform provides a simple approach for selectively perturbing gene expression on a genome-wide scale [15]

The copA gene product, a putative copper-translocating P-type ATPase, has been shown to be involved in copper resistance in Escherichia coli. Some evidences indicate that CopA is a Cu(I)-translocating efflux pump that is similar to the copper pumps [16] .

The CRISPRi system consists of an inducible Cas9 protein and a designed sgRNA chimera. The dCas9 contains mutations of the RuvC1 and HNH nuclease domains. The sgRNA chimera contains three functional domains, as described below.

The minimal interference system consists of a single protein and a designed sgRNA chimera. The sgRNA chimera consists of three domains (boxed region): a 20 nt complementary region for specific DNA binding, a 42 nt hairpin for Cas9 binding (Cas9 handle), and a 40 nt transcription terminator derived from S. pyogenes. The wild-type Cas9 protein contains the nuclease activity. The dCas9 protein is defective in nuclease activity.

The wild-type Cas9 protein binds to the sgRNA and forms a protein-RNA complex. The complex binds to specific DNA targets by Watson-Crick base pairing between the sgRNA and the DNA target. In the case of wild-type Cas9, the DNA will be cleaved due to the nuclease activity of the Cas9 protein. We hypothesize that the dCas9 is still able to form a complex with the sgRNA and bind to specific DNA target. When the targeting occurs on the protein-coding region, it could block RNA polymerase and transcript elongation [17] .

If the blueprint is broken or deficient ,we cannot make a whole model .similarly, the mRNA elongation process is interrupted ,the copper-translocating P-type ATPase won't be compounded. Consequently, the possibility of cuprous ions in cytoplasm shipped out will reduce. Because of the induced quality of cuprous ions , the copper ions are accumulated in E.coli.

References:

[1] George, A. M., & Levy, S. B. (1983). Gene in the major cotransduction gap of the Escherichia coli K-12 linkage map required for the expression of chromosomal resistance to tetracycline and other antibiotics. Journal of bacteriology, 155(2), 541-548.

[2] Cohen, S. P., Hächler, H., & Levy, S. B. (1993). Genetic and functional analysis of the multiple antibiotic resistance (mar) locus in Escherichia coli.Journal of bacteriology, 175(5), 1484-1492.

[3] Alekshun, M. N., & Levy, S. B. (1997). Regulation of chromosomally mediated multiple antibiotic resistance: the mar regulon. Antimicrobial agents and chemotherapy, 41(10), 2067.

[4] Martin, R. G., & Rosner, J. L. (1995). Binding of purified multiple antibiotic-resistance repressor protein (MarR) to mar operator sequences. Proceedings of the National Academy of Sciences, 92(12), 5456-5460.

[5] Hao, Z., Lou, H., Zhu, R., Zhu, J., Zhang, D., Zhao, B. S., ... & Chen, P. R. (2013). The multiple antibiotic resistance regulator MarR is a copper sensor in Escherichia coli. Nature chemical biology.

[6] Outten, F. W., Outten, C. E., Hale, J., & O'Halloran, T. V. (2000). Transcriptional Activation of an Escherichia coli Copper Efflux Regulon by the Chromosomal MerR Homologue, CueR. Journal of Biological Chemistry,275(40), 31024-31029.

[7] Rensing, C., Fan, B., Sharma, R., Mitra, B., & Rosen, B. P. (2000). CopA: an Escherichia coli Cu (I)-translocating P-type ATPase. Proceedings of the National Academy of Sciences, 97(2), 652-656.

[8] Outten, F. W., Huffman, D. L., Hale, J. A., & O'Halloran, T. V. (2001). The Independent cue and cusSystems Confer Copper Tolerance during Aerobic and Anaerobic Growth in Escherichia coli. Journal of Biological Chemistry,276(33), 30670-30677.

[9] Grass, G., & Rensing, C. (2001). CueO Is a Multi-copper Oxidase That Confers Copper Tolerance in Escherichia coli. Biochemical and biophysical research communications, 286(5), 902-908.

[10] Bode AM, Liang HQ, Green EH, et al. Ascorbic acid recycling in Nb2 lymphoma cell: implications for tumor progression [J].Free. Radic. Biol. Med. 1999, 26:136-47.

[11] P.B. Tchounwou, C. Newsome , J. Williams , etal, Copper-induced cytotoxicity and transcriptional activationof stress genes in human liver carcinoma cells [J]. Met. Ions. Biol.Med., 2008, 10:285–290.)

[12] Speisky H, Gómez M, Carrasco-Pozo C, et al. Cu (I)–Glutathione complex: A potential source of superoxide radicals generation[J]. Bioorganic & medicinal chemistry, 2008, 16(13): 6568-6574.

[13] Webster, D. A. (1988). Structure and function of bacterial hemoglobin and related proteins. Adv. Inorg. Biochem. 7, 245–265.

[14] Khosla, C., and Bailey, J. E. (1989). Characterization of the oxygen-dependent promoter of the Vitreoscilla hemoglobin gene in Escherichia coli. J. Bacteriol. 171, 5995–6004.

[15] Lei S. Qi, Matthew H. Larson, Luke A. Gilbert, Jennifer A. Doudna, Jonathan S. Weissman, Adam P. Arkin, and Wendell A. Lim. (2013). Repurposing CRISPR as an RNA-Guided Platform for Sequence-Specific Control of Gene Expression. Cell 152, 1173-1183.

[16] Martin Jinek, Krzysztof Chylinski, Ines Fonfara, Michael Hauer, Jennifer A. Doudna, Emmanuelle Charpentier. (2012). A Programmable Dual-RNA–Guided DNA Endonuclease in Adaptive Bacterial Immunity. Science 337, 816-820.

[17] Christopher Rensing, Bin Fan, Rakesh Sharma, Bharati Mitra, Barry P. Rosen.(2000). CopA: An Escherichia coli Cu(I)-translocating P-type ATPase. PNAS 97, 652-656.