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− | <p class="page-title">RESULTS</p>
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− | </a>
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− | <div class="grid-sixcolumns">
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− | <div class="button_grid_sixcolumns">
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− | <a href="#Overview"><button class="button">Overview</button></a>
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− | <a href="#Biosensor"> <button class="button">Biosensor</button></a>
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− | </div>
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− | <div class="filler"></div>
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− | </div>
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− | <a name="Overeview">
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− | <p class="subapart1">Overview</p>
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− | </a>
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− | <ul style="background-color: #c6d1e5; border-radius: 15px; padding: 1.8rem; width: 70vw;">
| + | |
− | <li style="padding: 0.3rem">When fadL and fadD are overexpressed LCFA uptake increases resulting in
| + | |
− | a higher
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− | growth if LCFA are the only carbon source available.
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− | </li>
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− | <li style="padding: 0.3rem">pFadBA-luxR-pLux lactone inducible LCFA biosensor can amplify the signal of pfadBA promoter-controlled gene expression.</li>
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− | <li style="padding: 0.3rem">pFadBA-cI-pRM LCFA biosensor reduces a lot the baseline expression of genes directly regulated by the pfadBA promoter.</li>
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− | <li style="padding: 0.3rem">pAR promoter significantly improves pfadBA function as an off/on switch dependent on the presence of LCFA.</li>
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− | <li style="padding: 0.3rem">We used MAGE recombineering to generate a strain missing fadR, in a effort to integrate intake capabilities in to the genome.</li>
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− | <li style="padding: 0.3rem">We applied the PfadBA based biosensor to improve screening of recombineered fadR colonies.</li>
| + | |
− | </ul>
| + | |
− | <a name="Overexpression">
| + | |
− | <p class="subapart1">Overexpression results</p>
| + | |
− | </a>
| + | |
− | <p>In order to study the functionality of our system we characterized the constructs both in palmitic acid (PA) and oleic acid (OA). Bacteria was grown for 3 days in M9 minimal medium with the respective fatty acid, to ensure that cells were using solely LCFA as a carbon source . Additionally, the supernatant was also collected and LCFA concentration was determined using cupric-acetate colorimetric (see <a href=”https://2018.igem.org/Team:UPF_CRG_Barcelona/Methods>methods</a>) technique at OD715nm. The same growth assay was performed in LB to infer cell growth in enriched media.</p>
| + | |
− | <p>Different levels of fad genes expression were achieved through the use of different strains. Genetic constructs consisting of either FadD or FadL downstream of the tetR repressible promoter were transformed in Top10 (DH5-alpha) and Zn1 <i>E. coli</i> strains . Top 10 constitutively synthesizes tetR, which results in a continuous expression of our construct. Zn1 does not express tetR, thus meaning that our genetic constructs will not be induced in this strain. This induction can be modulated by adding anhydrotetracycline (ATc) in the medium. We created a cell library expressing the fadD and fadL proteins: </p>
| + | |
− | <center>
| + | |
− | <table class="fluid-table" style="width: 70vw;;">
| + | |
− | <thead>
| + | |
− | <tr>
| + | |
− | <th>Cell</th>
| + | |
− | <th>Parts Registry</th>
| + | |
− | <th>Construct</th>
| + | |
− | <th>Expression</th>
| + | |
− | <th>Cellular type</th>
| + | |
− | </tr>
| + | |
− | </thead>
| + | |
− | <tr>
| + | |
− | <td class="heading" data-label="Cell"><b>Constitutive FadD</b></td>
| + | |
− | <td data-label="Parts Registry">BBa_K2581009 </td>
| + | |
− | <td data-label="Construct">T14_ptet_32_FadD</td>
| + | |
− | <td data-label="Expression">constitutive</td>
| + | |
− | <td data-label="Cellular type">TOP10</td>
| + | |
− | </tr>
| + | |
− | <tr>
| + | |
− | <td class="heading" data-label="Cell"><b>Inducible FadD</b></td>
| + | |
− | <td data-label="Parts Registry">BBa_K2581009 </td>
| + | |
− | <td data-label="Construct">T14_ptet_32_FadD</td>
| + | |
− | <td data-label="Expression">tuneable</td>
| + | |
− | <td data-label="Cellular type">ZN1</td>
| + | |
− | </tr>
| + | |
− | <tr>
| + | |
− | <td class="heading" data-label="Cell"><b>Constitutive FadL</b></td>
| + | |
− | <td data-label="Parts Registry">BBa_K2581010</td>
| + | |
− | <td data-label="Construct">T14_ptet_32_FadL</td>
| + | |
− | <td data-label="Expression">constitutive</td>
| + | |
− | <td data-label="Cellular type">TOP10</td>
| + | |
− | </tr>
| + | |
− | <tr>
| + | |
− | <td class="heading" data-label="Cell"><b>Inducible FadD</b></td>
| + | |
− | <td data-label="Parts Registry">BBa_K2581010</td>
| + | |
− | <td data-label="Construct">T14_ptet_32_FadL</td>
| + | |
− | <td data-label="Expression">tuneable</td>
| + | |
− | <td data-label="Cellular type">ZN1</td>
| + | |
− | </tr>
| + | |
− | <tr>
| + | |
− | <td class="heading" data-label="Cell"><b>Constitutive Reporter</b></td>
| + | |
− | <td data-label="Parts Registry">BBa_K2581010</td>
| + | |
− | <td data-label="Construct">T14_ptet_32_RFP</td>
| + | |
− | <td data-label="Expression">constitutive</td>
| + | |
− | <td data-label="Cellular type">TOP10</td>
| + | |
− | </tr>
| + | |
− | </table>
| + | |
− | <p class="fig-caption">Table 1 | Summary of the parts and experimental conditions used for this section</p>
| + | |
− | </center>
| + | |
− | <p class="subapart2">FadD overexpression increases growth when either PA or OA are the only carbon
| + | |
− | source.
| + | |
− | </p>
| + | |
− | <p>We analyzed the behavior of the constitutive and inducible FadD cell lines with M9 minimal media supplemented with either PA or OA. Constitutive reporter cell line was used as a control. OD measurements were performed at OD 600 nm as an indicative for cell growth for 72 hours.</p>
| + | |
− | <p>Our results show that, when fadD is overexpressed, bacterial growth increases both in 0.4 mM PA (Fig 1A) and 2 mM PA (Fig 1B) in relation to control. Moreover, non-induced FadD cells show a lower increase of bacterial growth, compared to the control. On the other hand, when tested with OA medium (Fig 1C and Fig 1D), the difference in growth is higher than in PA medium. </p>
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− | <p style="text-align: center; margin: auto; display: block; font-size: 1.2rem">FadD Overexpression in Minimal Medium</p> | + | <nav class="navbar has-shadow" role="navigation" aria-label="main navigation" id="navbar"> |
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− | <p class="fig-caption"><b>Figure 1 | Growth assay comparing induced and non-induced fadD in minimal medium enriched with different concentrations of Oleic Acid (OA) and Palmitic Acid (PA).</b> Figure A shows OD600nm over time for induced (top10 strain) and not induced (Zn1 strain) fadD in 0.4mM PA concentration. Figure B shows OD600nm over time for induced (top10 strain) and non-induced (Zn1 strain) fadD in 2mM PA concentration. Figure C shows OD600nm over time for induced (top10 strain) and non-induced (Zn1 strain) fadD in 0.4mM OA concentration. Figure D shows OD600nm over time for induced (top10 strain) and not induced (Zn1 strain) fadD in 2mM OA concentration. Error bars represent the Standard Deviation of the Mean (SEM).</p>
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− | <p>Moreover, growth in enriched media (LB) was studied. Expression for induced FadD cell line was tuned with ATc. Tuneable FadD overexpression levels entailed a big metabolic burden (Fig. 2). Our results show that when ATc induction increases, growth rate diminishes. This way, our results suggest that even when PA is also available in the media, our system will prefer other carbon sources. However, when LCFA is the only available carbon source, the overexpression of fad genes gives a metabolic advantage reflected in enhanced growth (Fig. 1).
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− | </p>
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− | title: "FadD Overexpression in Enriched Medium",
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− | size: 15,
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− | </script>
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− | </div>
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− | <p class="fig-caption"><b>Figure 2 | Growth assay comparing induced and not induced fadD in enriched medium (LB).
| + | |
− | </b>
| + | |
− | Top 10 cells (DH5-alpha) were grown for 16 hours in enriched medium with a PA concentration of 0.4mM. In order to induce fadD expression a concentration of 60ng/ml of ATc was added. Error bars represent the Standard Deviation of the Mean (SEM).
| + | |
− | </p>
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− | <p class="subapart2"> FadL overexpression increases growth when either PA or OA are used as the only carbon
| + | |
− | source.
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− | </p>
| + | |
− | <p>We analyzed the behavior of the constitutive and inducible FadL cell lines with M9 minimal media supplemented with either PA or OA. Constitutive reporter cell line was used as a control. OD measurements were performed at OD 600nm as an indicative cell growth for 72 hours.</p>
| + | |
− | <p>Here we demonstrate that overexpression of fadL entails a metabolic burden. This is shown in the decrease of the OD600 when induced bacteria are grown in both 0.4mM PA or OA (Fig. 3A and 3C) and 2mM PA or OA (Fig. 3B and 3D). When comparing this metabolic burden between the two concentrations it is clear that in the 2mM concentration induced bacteria grow more than in 0.4mM. Thus, this results suggest that FadL entails a metabolic burden even in minimum media but is reduced when LCFA concentration increases, as LCFA can be used as an energetic source. </p>
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− |
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− | <p class="fig-caption"><b>Figure 3. Growth assay comparing induced and not induced fadL in minimal medium enriched with different concentrations of Oleic Acid (OA) and Palmitic Acid (PA). </b>Figure A shows OD600nm over time for induced (top10 strain) and not induced (Zn1 strain) fadL in 0.4mM PA concentration. Figure B shows OD600nm over time for induced (top10 strain) and not induced (Zn1 strain) fadL in 2mM PA concentration. Figure C shows OD600nm over time for induced (top10 strain) and not induced (Zn1 strain) fadL in 0.4mM OA concentration. Figure D shows OD600nm over time for induced (top10 strain) and not induced (Zn1 strain) fadL in 2mM OA concentration. Error bars represent the Standard Deviation of the Mean (SEM).</p>
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− | <p class="subapart2">FadD overexpression increases OA uptake</p>
| + | |
− | <p>We analyzed the behavior of the constitutive and inducible FadD cell lines with M9 minimal media supplemented with either PA or OA. Constitutive reporter cell line was used as a control. Supernatant was collected from the medium after 72 hours growing. Cupric-acetate colorimetric technique was performed quantify LCFA concentration (OD715nm).</p>
| + | |
− | <p>Our results showed that, when fadD was overexpressed, OA uptake nearly doubled the uptake of non induced bacteria and control (p < 0,001) (Fig. 4). However, this increase could not be observed in PA. A possible explanation would be the infeasibility to obtain a proper standard curve for PA using cupric-acetate technique when compared to oleic acid (see methods). </p>
| + | |
− | <div id="results_overexpression1"
| + | |
− | style="max-width: 70vw;">
| + | |
| </div> | | </div> |
| + | <!-- Add Arrows --> |
| + | <div class="swiper-button-next"></div> |
| + | <div class="swiper-button-prev"></div> |
| + | </div> |
| + | </header> |
| + | </div> |
| + | |
| + | <main> |
| + | |
| + | <section> |
| + | |
| + | <div> |
| + | <p class="page-title">INTERLAB</p> |
| + | <p class="subapart1">Introduction</p> |
| + | <p>The aim of the Interlab Study is to develop a reliable and repeatable measurement based on cell number, |
| + | fluorescence, absorbance (optical density) and colony formation units (CFUs). Each year, iGEM teams |
| + | collaborate in measuring these parameters following the same protocol to obtain a way to have accurate and |
| + | reliable measurements, which are essential for all sciences, including synthetic biology. </p> |
| + | <p>The main part of the Interlab has been always the green fluorescent protein (GFP), one of the biological |
| + | markers most used in synthetic biology.</p> |
| + | <p>The goal of the fifth edition of Interlab is to discover the sources of variability in measurements and be |
| + | able to correct them, so the measurements taken in different labs will not be variable anymore.</p> |
| + | <p>This year question is: <b>Can we reduce lab-to-lab variability in fluorescence measurements by normalizing |
| + | to absolute cell count or CFUs instead of OD?</b></p> |
| + | |
| + | <p class="subapart1">Materials and Methods</p> |
| + | <p>Before the starting the experimental part, a plate reader was needed. Due to the lack of plate reader in our |
| + | laboratory, it was kindly asked to Proteomics and Protein Chemistry Unit (DCEXS-UPF, PRBB) to use their |
| + | equipment. The plate reader is the Synergy HTX Multimode Reader from Biotek, it can measure both absorbance |
| + | and fluorescence. It has pathlength correction, which was not disconnected. It has control over temperature |
| + | and it was set as room temperature (around 24-25ºC). The excitation filter was 485/20 nm and |
| + | the emission filter 528/20 nm and bottom optics were used. Moreover, the plates were black and flat-bottomed.</p> |
| + | <p>Eight plasmids needed to be characterized in DH5-alpha E.coli strain in order to follow the protocol. The |
| + | strain was obtained by collaboration with <a class="white-background-link" href="collaborations.html">BIO-IQS |
| + | iGEM team</a>. The |
| + | plasmids are the following: |
| + | <a class="white-background-link" href="http://parts.igem.org/Part:BBa_R0040">BBa_R0040</a>, |
| + | <a class="white-background-link" href="http://parts.igem.org/Part:BBa_R0040">BBa_R0040</a>, |
| + | <a class="white-background-link" href="http://parts.igem.org/Part:BBa_I20270">BBa_I20270</a>, |
| + | <a class="white-background-link" href="http://parts.igem.org/Part:BBa_J3604000">BBa_J3604000</a>, |
| + | <a class="white-background-link" href="http://parts.igem.org/Part:BBA_J364001">BBA_J364001</a>, |
| + | <a class="white-background-link" href="http://parts.igem.org/Part:BBa_J364002">BBa_J364002</a>, |
| + | <a class="white-background-link" href="http://parts.igem.org/Part:BBa_J364007">BBa_J364007</a>, |
| + | <a class="white-background-link" href="http://parts.igem.org/Part:BBa_J364008">BBa_J364008</a>, |
| + | <a class="white-background-link" href="http://parts.igem.org/Part:BBa_J364009">BBa_J364009</a>. </p> |
| + | <p>The materials used over the protocol are the same ones specified in the <a class="white-background-link" |
| + | href="http://assets/2018_InterLab_Plate_Reader_Protocol.pdf"><b>iGEM 2018 Interlab |
| + | Study |
| + | Protocol.</a></b> |
| + | </p> |
| + | <p class="subapart1">Results</p> |
| + | <p class="subapart2">Calibration</p> |
| + | <p class="subapart3"> OD600 Reference Point</p> |
| + | <center style="margin: auto"> |
| + | <table class="fluid-table" style="max-width: 100%;"> |
| + | <thead> |
| + | <tr> |
| + | <th> </th> |
| + | <th>Ludox CL-X</th> |
| + | <th>H<sub>2</sub>O</th> |
| + | </tr> |
| + | </thead> |
| + | <tr> |
| + | <td class="heading" data-label=" "><b>Replicate 1</b></td> |
| + | <td data-label="Ludox CL-X">0.056</td> |
| + | <td data-label="H2O">0.034</td> |
| + | </tr> |
| + | <tr> |
| + | <td class="heading" data-label=" "><b>Replicate 2</b></td> |
| + | <td data-label="Ludox CL-X">0.056</td> |
| + | <td data-label="H2O">0.034</td> |
| + | </tr> |
| + | <tr> |
| + | <td class="heading" data-label=""><b>Replicate 3</b></td> |
| + | <td data-label="Ludox CL-X">0.056</td> |
| + | <td data-label="H2O">0.034</td> |
| + | </tr> |
| + | <tr> |
| + | <td class="heading" data-label=""><b>Replicate 4</b></td> |
| + | <td data-label="Ludox CL-X">0.056</td> |
| + | <td data-label="H2O">0.034</td> |
| + | </tr> |
| + | <tr> |
| + | <td class="heading" data-label=""><b>Arithmetic Mean</b></td> |
| + | <td data-label="Ludox CL-X">0.056</td> |
| + | <td data-label="H2O">0.034</td> |
| + | </tr> |
| + | <tr> |
| + | <td class="heading" data-label=""><b>Corrected Abs600</b></td> |
| + | <td data-label="Ludox CL-X">0.022</td> |
| + | <td data-label="H2O">-</td> |
| + | </tr> |
| + | <tr> |
| + | <td class="heading" data-label=""><b>Reference OD600</b></td> |
| + | <td data-label="Ludox CL-X">0.063</td> |
| + | <td data-label="H2O">-</td> |
| + | </tr> |
| + | <tr> |
| + | <td class="heading" data-label=""><b>OD600/Abs600</b></td> |
| + | <td data-label="Ludox CL-X">2.864</td> |
| + | <td data-label="H2O">-</td> |
| + | </tr> |
| + | </table> |
| + | <p class="fig-caption">Table 1 | Date from the OD600 Reference Point in calibration 1. </p> |
| + | </center> |
| + | <p class="subapart3">Particle Standard Curve</p> |
| + | <center> |
| + | <div id="interlab_standardcurve_1" style="width:70vw;"> |
| <script> | | <script> |
− | var control = {
| + | INTERLAB = document.getElementById('interlab_standardcurve_1'); |
− | x: ['Palmitic Acid', 'Oleic Acid'],
| + | var x = [2.350e+008, 1.180e+008, 5.880e+007, 2.940e+007, 1.470e+007, 7350000.000, 3680000.000, |
− | y: [0.059049989, 0.015975604],
| + | 1840000.000, |
− | name: 'Control',
| + | 919000.000, 460000.000, 230000.000, 0.000 |
− | type: 'bar',
| + | ] |
− | error_y: {
| + | var y = [0.364, 0.2165, 0.1515, 0.101, 0.073249996, 0.05725, 0.047250003, 0.041, 0.039249998, 0.038, |
− | type: 'data',
| + | 0.0375, |
− | array: [0.00098995, 0.002899139],
| + | 0.03475 |
− | visible: true,
| + | ] |
− | thickness: 1,
| + | var trace1 = { |
− | color: '#36393D',
| + | x: x, |
− | },
| + | y: y, |
− | width: .2,
| + | error_y: { |
− | marker: {
| + | color: '#0079bf', |
− | color: '#0079bf',
| + | thickness: 1, |
− | }
| + | type: 'data', |
− | };
| + | array: [0.0284605, 0.038888726, 0.04305423, 0.046768937, 0.02935274, 0.023963515, 0.013889446, |
− | var induced = {
| + | 0.008041559, 0.0065, 0.0053541264, 0.004358899, 0.0009574255 |
− | x: ['Palmitic Acid', 'Oleic Acid'],
| + | ], |
− | y: [0.051237715, 0.027976643],
| + | visible: true |
− | name: 'Induced',
| + | }, |
− | type: 'bar',
| + | type: 'scatter', |
− | marker: {
| + | line: { |
− | color: "#557d95",
| + | color: "#0079bf", |
− | },
| + | width: 1, |
− | width: .2,
| + | }, |
− | error_y: {
| + | }; |
− | type: 'data',
| + | var data = [trace1]; |
− | array: [0.002687004, 0.000636396],
| + | var layout = { |
− | visible: true,
| + | title: "Particle Standard Curve", |
− | thickness: 1,
| + | titlefont: { |
− | color: '#36293D',
| + | family: "PT Sans", |
− | },
| + | size: 15, |
− | };
| + | autosize: true // set autosize to rescale |
− | var notinduced = {
| + | }, |
− | x: ['Palmitic Acid', 'Oleic Acid'],
| + | xaxis: { |
− | y: [0.048294151, 0.021051573],
| + | title: "Concentration of beads (uM)", |
− | name: 'Not induced',
| + | titlefont: { |
− | type: 'bar',
| + | family: "PT Sans", |
− | marker: {
| + | size: 12, |
− | color: "#0079bf",
| + | color: "#36393d", |
− | },
| + | }, |
− | width: .2,
| + | showticklabels: true, |
− | error_y: {
| + | tickfont: { |
− | type: 'data',
| + | family: "PT Sans", |
− | array: [0.000353554107089698, 0.0000707066067330886],
| + | size: 11, |
− | visible: true,
| + | color: "#36393d", |
− | thickness: 1,
| + | }, |
− | color: '#36393D',
| + | }, |
− | },
| + | yaxis: { |
− | };
| + | title: "OD 600nm ", |
− | var data = [induced, notinduced, control];
| + | titlefont: { |
− | var layout = {
| + | family: "PT Sans", |
− | barmode: 'group',
| + | size: 12, |
− | title: "FadD",
| + | color: "#36393d", |
− | titlefont: {
| + | }, |
− | family: "PT Sans",
| + | showticklabels: true, |
− | size: 15,
| + | tickfont: { |
− | color: "#36393d",
| + | family: "PT Sans", |
− | },
| + | size: 11, |
− | xaxis: {
| + | color: "#36393d", |
− | autorange: true,
| + | }, |
− | showticklabels: true,
| + | }, |
− | tickfont: {
| + | }; |
− | family: "PT Sans",
| + | Plotly.newPlot('interlab_standardcurve_1', data, layout, { |
− | size: 13,
| + | displayModeBar: false |
− | color: "#36393d",
| + | }); |
− | },
| + | |
− | },
| + | |
− | yaxis: {
| + | |
− | zeroline: false,
| + | |
− | autorange: true,
| + | |
− | title: "LFA uptake (ΔOD715)",
| + | |
− | titlefont: {
| + | |
− | family: "PT Sans",
| + | |
− | size: 13,
| + | |
− | color: "#36393d",
| + | |
− | },
| + | |
− | showticklabels: true,
| + | |
− | tickfont: {
| + | |
− | family: "PT Sans",
| + | |
− | size: 11,
| + | |
− | color: "#36393d",
| + | |
− | },
| + | |
− | },
| + | |
− | };
| + | |
− | Plotly.newPlot('results_overexpression1', data, layout, {
| + | |
− | displayModeBar: false
| + | |
− | });
| + | |
| </script> | | </script> |
− | <p class="fig-caption"><b>Figure 4 | LCFA uptake in FadD overexpression. </b> Plot showing LCFA uptake when comparing induced (Top10 strain) and not induced (Zn1 strain) fadD gene. Constitutive reporter cell line (top10) was used as a control. Uptake was measured considering the OD715nm difference between the medium at certain concentration of LCFA and the medium with grown bacteria. A concentration of 0.4mM of both PA and OA was used. Cupric-acetate technique was used to quantify LCFA in the medium. LCFA uptake was normalized by the growth of the bacteria, measured at OD600. Error bars represent the Standard Deviation of the Mean (SEM). Statistical significance of the mean was calculated using a paired t-test. P value <0,05, which indicates a statistically significant difference among relevant groups, is designated with an asterisk.</p>
| + | </div> |
− | <p class="subapart2">Overexpression
| + | <p class="fig-caption">Figure 1 | Graph showing the Standard curve for the calibration of OD600nm with silica beads. </p> |
− | of fadL increases OA uptake.
| + | <div id="interlab_standardcurve" style="width:70vw;"> |
− | </p>
| + | |
− | <p>Here to study the LCFA uptake the same experimental procedure was followed as described in FadD. Our results show that, when fadL was induced OA uptake was more than 2-fold higher in relation to non-induced and control bacteria (Fig. 5). This increased uptake was only statistically significant in OA when compared to control (p < 0,0001) and not induced bacteria (p < 0,0001). PA media didn’t show significant results (Fig. 5).</p>
| + | |
− | <div id="results_overexpression2" style="max-width: 70vw;">
| + | |
− | </div>
| + | |
| <script> | | <script> |
− | var control = {
| + | |
− | x: ['Palmitic Acid', 'Oleic Acid'],
| + | var x = [2.350e+008, 1.180e+008, 5.880e+007, 2.940e+007, 1.470e+007, 7350000.000, 3680000.000, |
− | y: [0.059049989, 0.015975604],
| + | 1840000.000, |
− | name: 'Control',
| + | 919000.000, 460000.000, 230000.000, 0.000 |
− | type: 'bar',
| + | ]; |
− | width: .2,
| + | var y = [0.364, 0.2165, 0.1515, 0.101, 0.073249996, 0.05725, 0.047250003, 0.041, 0.039249998, 0.038, |
− | error_y: {
| + | 0.0375, |
− | type: 'data',
| + | 0.03475 |
− | array: [0.00098995, 0.002899139],
| + | ]; |
− | visible: true,
| + | var trace1 = { |
− | thickness: 1,
| + | x: x, |
− | color: '#36393D',
| + | y: y, |
− | },
| + | error_y: { |
− | marker: {
| + | color: '#C6E1D5', |
− | color: '#0079bf',
| + | thickness: 1, |
− | }
| + | type: 'data', |
− | };
| + | array: [0.0284605, 0.038888726, 0.04305423, 0.046768937, 0.02935274, 0.023963515, 0.013889446, |
− | var induced = {
| + | 0.008041559, 0.0065, 0.0053541264, 0.004358899, 0.0009574255 |
− | x: ['Palmitic Acid', 'Oleic Acid'],
| + | ], |
− | y: [0.053295016, 0.035822019],
| + | visible: true, |
− | name: 'Induced',
| + | }, |
− | type: 'bar',
| + | line: { |
− | width: .2,
| + | color: "#c6e1d5", |
− | marker: {
| + | width: 1, |
− | color: "#557d95",
| + | }, |
− | },
| + | type: 'scatter', |
− | error_y: {
| + | }; |
− | type: 'data',
| + | var data = [x, y, trace1]; |
− | array: [0.000424261, 0.001697059],
| + | var layout = { |
− | visible: true,
| + | title: "Particle Standard Curve Logaritmic", |
− | thickness: 1,
| + | titlefont: { |
− | color: '#36293D',
| + | family: "PT Sans", |
− | },
| + | size: 15, |
− | };
| + | autosize: true // set autosize to rescale |
− | var notinduced = {
| + | }, |
− | x: ['Palmitic Acid', 'Oleic Acid'],
| + | xaxis: { |
− | y: [0.053694714, 0.014226389],
| + | type: 'log', |
− | name: 'Not induced',
| + | autorange: true, |
− | type: 'bar',
| + | title: "Logaritmic Concentration of beads (uM)", |
− | width: .2,
| + | titlefont: { |
− | marker: {
| + | family: "PT Sans", |
− | color: "#0079bf",
| + | size: 12, |
− | },
| + | color: "#36393d", |
− | error_y: {
| + | }, |
− | type: 'data',
| + | showticklabels: true, |
− | array: [0.002687004, 0.000989945],
| + | tickfont: { |
− | visible: true,
| + | family: "PT Sans", |
− | thickness: 1,
| + | size: 11, |
− | color: '#36393D',
| + | color: "#36393d", |
− | },
| + | }, |
− | };
| + | }, |
− | var data = [induced, notinduced, control];
| + | yaxis: { |
− | var layout = {
| + | type: 'log', |
− | barmode: 'group',
| + | autorange: true, |
− | title: "FadL",
| + | title: "OD 600nm ", |
− | titlefont: {
| + | titlefont: { |
− | family: "PT Sans",
| + | family: "PT Sans", |
− | size: 15,
| + | size: 12, |
− | color: "#36393d",
| + | color: "#36393d", |
− | },
| + | }, |
− | xaxis: {
| + | showticklabels: true, |
− | autorange: true,
| + | tickfont: { |
− | showticklabels: true,
| + | family: "PT Sans", |
− | tickfont: {
| + | size: 11, |
− | family: "PT Sans",
| + | color: "#36393d", |
− | size: 13,
| + | }, |
− | color: "#36393d",
| + | }, |
− | },
| + | }; |
− | },
| + | |
− | yaxis: {
| + | Plotly.newPlot('interlab_standardcurve', data, layout, { |
− | zeroline: false,
| + | displayModeBar: false |
− | autorange: true,
| + | }); |
− | title: "LFA uptake (ΔOD715)",
| + | |
− | titlefont: {
| + | |
− | family: "PT Sans",
| + | |
− | size: 13,
| + | |
− | color: "#36393d",
| + | |
− | },
| + | |
− | showticklabels: true,
| + | |
− | tickfont: {
| + | |
− | family: "PT Sans",
| + | |
− | size: 11,
| + | |
− | color: "#36393d",
| + | |
− | },
| + | |
− | },
| + | |
− | };
| + | |
− | Plotly.newPlot('results_overexpression2', data, layout, {
| + | |
− | displayModeBar: false
| + | |
− | });
| + | |
| </script> | | </script> |
− | <p class="fig-caption"><b>Figure 5. LCFA uptake in FadL overexpression.</b> Plot showing LCFA uptake when comparing induced (Top10 strain) and not induced (Zn1 strain) fadL gene. Constitutive reporter cell line (Top10) was used as a control. Uptake was measured considering the OD715nm difference between the medium at certain concentration of LCFA and the medium with grown bacteria. A concentration of 0.4mM of both PA and OA was used. Cupric-acetate technique was used to quantify LCFA in the medium. LCFA uptake was normalized by the growth of the bacteria, measured at OD600. Error bars represent the Standard Deviation of the Mean (SEM). Statistical significance of the mean was calculated using a paired t-test. P value <0,05, which indicates a statistically significant difference among relevant groups, is designated with an asterisk.</p>
| + | </div> |
− | <p class="subapart2">Discussion of overexpression results </p>
| + | <p class="fig-caption">Figure 2 | Graph showing the Logaritmic Standard curve for the calibration of OD600nm with silica beads. </p> |
− | <div style="background-color: #c6d1e5; border-radius: 15px; padding: 1.8rem; width: 70vw;">
| + | </center> |
− | <p>Our results demonstrate that overexpression of fadL and fadD in enriched media entails a metabolic burden for the cell. However, when these genes are overexpressed in a minimum media with LCFA as the unique carbon sources, the metabolic burden is reduced. Furthermore, bacterial growth is even higher between induced and not induced cells. We have demonstrated that induction of fadL and fadD results in a LCFA uptake increase, being statistically significant in OA. </p>
| + | <center> |
− | <p>Considering our results, it can be deduced that when fadL and fadD are overexpressed LCFA uptake increases resulting in a higher growth. In this way, we can conclude that LCFA influx is increased in our system, resulting in higher Acyl-CoA concentration inside the cell. Consequently, we have hypothesized that this results in an enhanced expression of the rest of fad genes and therefore in an increase of the LCFA degradation rate. This increase in the LCFA degradation, leads to more metabolic fuel to be used for growth (only when LCFA is the only carbon source available). Therefore, overexpression of fadL and fadD gives the cell a positive advantage that results in enhanced growing when LCFA is the only carbon source.
| + | <table class="fluid-table" style="max-width: 100%;"> |
− | </p>
| + | <thead> |
− | </div>
| + | <tr> |
− | <a name="Biosensor">
| + | <th>Number of Particles</th> |
− | <p class="subapart1">Biosensor Results</p>
| + | <th>2.35e8</th> |
− | </a>
| + | <th>1.18e8</th> |
− | <p>In order to characterize the functionality of the LCFA biosensors, fluorescent proteins were coupled to them. Top10 (DH5-alpha) <i>E. coli</i> expressing the genetic constructs were grown for 16-20 hours in LB media with different concentrations of palmitic acid (PA). Fluorescence intensity and OD600 were analysed at steady state. </p>
| + | <th>5.88e7</th> |
− | <center>
| + | <th>2.94e7</th> |
− | <table class="fluid-table" style="width: 70vw;;">
| + | <th>1.47e7</th> |
− | <thead>
| + | <th>7.35e6</th> |
− | <tr>
| + | <th>3.68e6</th> |
− | <th>Cell</th>
| + | <th>1.84e6</th> |
− | <th>Parts Registry</th>
| + | <th>9.19e5</th> |
− | <th>Construct</th>
| + | <th>4.60e5</th> |
− | <th>Expression</th>
| + | <th>2.30e5</th> |
− | <th>Cellular type</th>
| + | </tr> |
− | </tr>
| + | </thead> |
− | </thead>
| + | <tr> |
− | <tr>
| + | <td class="heading" data-label="Number of Particles"><b>Mean particles / Abs600</b></td> |
− | <td class="heading" data-label="Cell"><b>pfadBA Reporter cell</b></td>
| + | <td data-label="2.35E+08">7.15e8</td> |
− | <td data-label="Parts Registry">BBa_K2581006</td>
| + | <td data-label="1.18E+08">6.47e8</td> |
− | <td data-label="Construct">t14_pfadBA_34_RFP</td>
| + | <td data-label="5.88E+07">5.04e8</td> |
− | <td data-label="Expression">PA inducible</td>
| + | <td data-label="2.94E+07">4.44e8</td> |
− | <td data-label="Cellular type">TOP10</td>
| + | <td data-label="1.47E+07">3.82e8</td> |
− | </tr>
| + | <td data-label="7.35E+06">3.27e8</td> |
− | <tr>
| + | <td data-label="3.68E+06">2.94e8</td> |
− | <td class="heading" data-label="Cell"><b>pfadBA-Lux Lactone inducible reporter cell</b></td>
| + | <td data-label="1.84E+06">2.94e8</td> |
− | <td data-label="Parts Registry">BBa_K2581007 </td>
| + | <td data-label="9.19E+05">2.04e8</td> |
− | <td data-label="Construct">t14_pFadBA_34_luxR_T_32_RFP</td>
| + | <td data-label="4.60E+05">1.41e8</td> |
− | <td data-label="Expression">PA and HSL inducible</td>
| + | <td data-label="2.30E+05">8.36e7</td> |
− | <td data-label="Cellular type">TOP10</td>
| + | </tr> |
− | </tr>
| + | <tr> |
− | <tr>
| + | <td class="heading" data-label="Number of Particles"><b>Mean of med-high levels</b></td> |
− | <td class="heading" data-label="Cell"><b>pfadBA-prm Reporter cell expressing CI activator</b></td>
| + | <td data-label="2.35E+08">-</td> |
− | <td data-label="Parts Registry">BBa_K2581017</td>
| + | <td data-label="1.18E+08">4.61e8</td> |
− | <td data-label="Construct">t14_pfadBA_34_CI_prm_34_RFP</td>
| + | <td data-label="5.88E+07">-</td> |
− | <td data-label="Expression">PA inducible</td>
| + | <td data-label="2.94E+07">-</td> |
− | <td data-label="Cellular type">TOP10</td>
| + | <td data-label="1.47E+07">-</td> |
− | </tr>
| + | <td data-label="7.35E+06">-</td> |
− | <tr>
| + | <td data-label="3.68E+06">-</td> |
− | <td class="heading" data-label="Cell"><b>pAR Reporter cell</b></td>
| + | <td data-label="1.84E+06">-</td> |
− | <td data-label="Parts Registry">BBa_K2581011</td>
| + | <td data-label="9.19E+05">-</td> |
− | <td data-label="Construct">t14_pAR_32_RFP</td>
| + | <td data-label="4.60E+05">-</td> |
− | <td data-label="Expression">PA inducible</td>
| + | <td data-label="2.30E+05">-</td> |
− | <td data-label="Cellular type">TOP10</td>
| + | </tr> |
− | </tr>
| + | </table> |
− | </table>
| + | <p class="fig-caption">Table 2 | Particles per Optical density measured. </p> |
− | <p class="fig-caption">Table 2 | Summary of the parts and experimental conditions used for this section </p>
| + | </center> |
− | </center>
| + | <p class="subapart3">Fluorescein Standard Curve</p> |
− | <p class="subapart2">Characterization of the Fatty acid acyl-CoA inducible promoter</p>
| + | <p>This calibration has a R<sup>2</sup>=0,8547.</p> |
− | <p> To evaluate the function of the pfadBA promoter (BBa_K817002) we designed a reporter system with RFP (BBa_K2581006). </p>
| + | <center> |
− | <div id="results_biosensor1" style="max-width: 70vw;"></div>
| + | <div id="interlab_standardcurve3" style="width:70vw;"> |
| <script> | | <script> |
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| + | family: "PT Sans", |
− | var data = [trace1];
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− | var layout = {
| + | autosize: true // set autosize to rescale |
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− | titlefont: {
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− | showticklabels: true,
| + | }, |
− | tickfont: {
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− | size: 12,
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− | color: "#36393d",
| + | }); |
− | },
| + | |
− | },
| + | |
− | };
| + | |
− | Plotly.newPlot('results_biosensor1', data, layout, {
| + | |
− | displayModeBar: false
| + | |
− | });
| + | |
| </script> | | </script> |
− | <p class="fig-caption"><b>Fig. 6 | </b><i>E. coli</i> bacteria (DH5-alpha) expressing the pFad34+RFP construct were induced with different concentrations of PA in LB media. Fluorescence was analyzed once it had reached the steady state (13-15h).</p>
| + | </div> |
− | <p>Our results show that the baseline fluorescence intensity of the pfadBA34RFP construct is really high. Despite this, an increase of fluorescence intensity was observed for increasing PA induction. </p>
| + | <p class="fig-caption">Figure 3 | Fluorescence standard curve to calibrate the measurements with fluorescein. </p> |
− | <p>Fluorescence saturation could not be observed in the transfer function due to the fact that medium with higher concentrations than 1 mM PA generated a lot of noise which made impossible to analyse fluorescence at such high concentrations. </p>
| + | |
− | <p class="subapart2">Characterization of the Inducible LuxR-pLux engineered device</p>
| + | <div id="interlab_standardcurve_4" style="width:70vw;"> |
− | <p>In order to modulate the expression of the genes under control of the pfadBA promoter for different LCFA concentrations, we designed a pfadBA reporter system inducible by lux-homoserine lactone (HSL). </p>
| + | |
− | <div id="results_biosensor2" style="max-width: 70vw;"></div>
| + | |
| <script> | | <script> |
− | var trace0 = {
| + | |
− | x: [0, 0.0000000001, 0.000000001, 0.00000001, 0.00000005, 0.0000001, 0.0000005],
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| + | ] |
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− | dash: "dot",
| + | ], |
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| + | visible: true, |
− | },
| + | }, |
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| + | }, |
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| + | }; |
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| + | title: "Fluorescein Standard Curve Logaritmic", |
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| + | family: "PT Sans", |
− | },
| + | size: 15, |
− | type: 'scatter',
| + | autosize: true // set autosize to rescale |
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| + | }, |
− | color: "#0079bf",
| + | xaxis: { |
− | width: 1,
| + | type: 'log', |
− | dash: "dot",
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− | },
| + | titlefont: { |
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| + | family: "PT Sans", |
− | };
| + | size: 12, |
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| + | }, |
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− | },
| + | yaxis: { |
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− | hape: "spline",
| + | size: 12, |
− | },
| + | color: "#36393d", |
− | name: "LB + 1 mM Palmitic Acid",
| + | }, |
− | };
| + | showticklabels: true, |
− | var data = [trace0, trace1, trace2];
| + | tickfont: { |
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| + | family: "PT Sans", |
− | title: "Mean Fluorescence Intensity",
| + | size: 11, |
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− | family: "PT Sans Bold",
| + | }, |
− | size: 16,
| + | }, |
− | },
| + | }; |
− | xaxis: {
| + | |
− | type: "log",
| + | Plotly.newPlot('interlab_standardcurve_4', data, layout, { |
− | range: [ -10.1, -5],
| + | displayModeBar: false |
− | exponentformat: 'e',
| + | }); |
− | showexponent: 'all',
| + | |
− | title: "Lactone Concentration (M)",
| + | |
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| + | |
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| + | |
− | size: 15,
| + | |
− | color: "#36393d",
| + | |
− | },
| + | |
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| + | |
− | tickfont: {
| + | |
− | family: "PT Sans",
| + | |
− | size: 12,
| + | |
− | color: "#36393d",
| + | |
− | },
| + | |
− | },
| + | |
− | yaxis: {
| + | |
− | title: "Fluorescence (a.u.)",
| + | |
− | titlefont: {
| + | |
− | family: "PT Sans",
| + | |
− | size: 15,
| + | |
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| + | |
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| + | |
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| + | |
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| + | |
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| + | |
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| + | |
− | color: "#36393d",
| + | |
− | },
| + | |
− | },
| + | |
− | };
| + | |
− | Plotly.newPlot('results_biosensor2', data, layout, {
| + | |
− | displayModeBar: false
| + | |
− | });
| + | |
| </script> | | </script> |
− | <p class="fig-caption">
| + | </div> |
− | <b>
| + | <p class="fig-caption">Figure 4 | Logaritmic Fluorescence Standard curve to calibrate the measurements with fluorescein.</p> |
− | Fig. 7 |
| + | </center> |
− | <E. coli>
| + | <center> |
− | bacteria (DH5-alpha) expressing the pFfadBA_Lux34_plux_32_RFP construct.
| + | <table class="fluid-table" style="max-width: 90%;"> |
− | </b>
| + | <thead> |
− | They were induced with different concentrations of HSL and 3 different concentrations of PA (0, 0.4 and 1 mM) in LB medium. Fluorescence was analyzed once it had reached the steady state (11-13h). Fluorescence intensity values were normalized by the OD.
| + | <tr> |
− | </p> | + | <th>Fluorescein uM</th> |
− | <p>Our data indicates that the activation threshold of the lactone inducible pfadBA construct is approximately at 5x10<sup>-9</sup> M of HSL. It saturates at 1x10<sup>-7</sup> M of lactone. Significant fluorescence difference between different PA concentrations is better observed at lactone concentration ranges close to fluorescence saturation.</p> | + | <th>10.00</th> |
− | <p class="subapart2">Characterization of the cI mediated activity</p> | + | <th>5.00</th> |
− | <p>In order to reduce the baseline expression of genes under direct control of the pfadBA promoter we designed two constructs that together would act as a genetic high pass filter. Due to time constraints, we were only able to build the first construct of the designed system (<a href="https://2018.igem.org/Team:UPF_CRG_Barcelona/Biosensor">See more</a>). In order to analyse its behaviour we coupled it to a RFP reporter protein. </p> | + | <th>2.50</th> |
− | <div id="results_biosensor3" style="max-width: 70vw;"></div>
| + | <th>1.25</th> |
| + | <th>0.625</th> |
| + | <th>0.3125</th> |
| + | <th>0.15625</th> |
| + | <th>0.078125</th> |
| + | <th>0.0390625</th> |
| + | <th>0.0295313</th> |
| + | <th>0.0097656</th> |
| + | </tr> |
| + | </thead> |
| + | <tr> |
| + | <td class="heading" data-label="Fluorescein uM"><b>uM Fluorescein / a.u.</b></td> |
| + | <td data-label="10.00">1.31E-04</td> |
| + | <td data-label="5.00">6,57E-05</td> |
| + | <td data-label="2.50">6.18E-05</td> |
| + | <td data-label="1.25">6.00E-05</td> |
| + | <td data-label="0.625">5.91E-05</td> |
| + | <td data-label="0.3125">5.84E-05</td> |
| + | <td data-label="0.15625">5.81E-05</td> |
| + | <td data-label="0.078125">7.17E-05</td> |
| + | <td data-label="0.0390625">5.01E-05</td> |
| + | <td data-label="0.0295313">4.81E-05</td> |
| + | <td data-label="0.0097656">4.85E-05</td> |
| + | </tr> |
| + | <tr> |
| + | <td class="heading" data-label="Fluorescein uM"><b>Mean uM fluorescein / a.u.</b></td> |
| + | <td data-label="10.00">-</td> |
| + | <td data-label="5.00">6.10E-05</td> |
| + | <td data-label="2.50">-</td> |
| + | <td data-label="1.25">-</td> |
| + | <td data-label="0.625">-</td> |
| + | <td data-label="0.3125">-</td> |
| + | <td data-label="0.15625">-</td> |
| + | <td data-label="0.078125">-</td> |
| + | <td data-label="0.0390625">-</td> |
| + | <td data-label="0.0295313">-</td> |
| + | <td data-label="0.0097656">-</td> |
| + | </tr> |
| + | <tr> |
| + | <td class="heading" data-label="Fluorescein uM"><b>MEFL / a.u.</b></td> |
| + | <td data-label="10.00">-</td> |
| + | <td data-label="5.00">3.67E+08</td> |
| + | <td data-label="2.50">-</td> |
| + | <td data-label="1.25">-</td> |
| + | <td data-label="0.625">-</td> |
| + | <td data-label="0.3125">-</td> |
| + | <td data-label="0.15625">-</td> |
| + | <td data-label="0.078125">-</td> |
| + | <td data-label="0.0390625">-</td> |
| + | <td data-label="0.0295313">-</td> |
| + | <td data-label="0.0097656">-</td> |
| + | </tr> |
| + | </table> |
| + | <p class="fig-caption">Table 3 | Fluorescence in arbitrary units (a.u.) represented by Molecules of Equivalent FLuorescein |
| + | (MEFL). </p> |
| + | </center> |
| + | <p class="subapart2">Measurement</p> |
| + | <p class="subapart3">Fluorescence per optical density</p> |
| + | <center> |
| + | <div id="interlab_measure1" style="width:70vw;"></div> |
| + | <script> |
| + | var x = ['Negative Control', 'Negative Control', 'Negative Control', 'Negative Control', 'Negative Control', |
| + | 'Negative Control', 'Positive Control', 'Positive Control', 'Positive Control', 'Positive Control', |
| + | 'Positive Control', 'Positive Control', 'Device 1', 'Device 1', 'Device 1', 'Device 1', 'Device 1', |
| + | 'Device 1', 'Device 2', 'Device 2', 'Device 2', 'Device 2', 'Device 2', 'Device 2', 'Device 3', |
| + | 'Device 3', 'Device 3', 'Device 3', 'Device 3', 'Device 3', 'Device 4', 'Device 4', 'Device 4', |
| + | 'Device 4', 'Device 4', 'Device 4', 'Device 5', |
| + | 'Device 5', 'Device 5', 'Device 5', 'Device 5', 'Device 5', 'Device 6', 'Device 6', 'Device 6', |
| + | 'Device 6', 'Device 6', 'Device 6', |
| + | ] |
| + | var hour0 = { |
| + | y: [0.145, 0.341, 0.686, 0.541, 0.266, 1.150, 0.626, 0.298, 0.213, 0.417, 0.779, 0.515, 0.341, 0.980, |
| + | 0.857, 0.288, 0.260, 0.162, 0.758, 0.605, 0.264, 1.299, 0.889, 0.234, 0.256, 0.376, 0.706, 0.564, |
| + | 0.256, 1.107, 0.762, 0.213, 0.200, 0.341, 0.771, 0.575, 0.293, 1.145, 0.847, 0.439, 0.357, 0.660, |
| + | 0.958, 0.709, 0.613, 1.329, 0.923, 0.632, 0.294, 0.316, 0.710, 0.499, 0.332, 1.009, 0.653, 0.390, |
| + | 0.419, 0.543, 0.948, 0.630, 0.426, 1.491, 1.129, 0.417 |
| + | ], |
| + | x: x, |
| + | name: 'Hour 0', |
| + | marker: { |
| + | color: '#c6e1d5' |
| + | }, |
| + | type: 'box', |
| + | boxmean: 'true' |
| + | }; |
| + | |
| + | var hour6 = { |
| + | y: [0.003, 0.003, 0.003, 0.004, 0.003, 0.006, 0.004, 0.003, 0.095, 0.097, 0.097, 0.097, 0.101, 0.102, |
| + | 0.097, 0.100, 0.074, 0.075, 0.075, 0.074, 0.075, 0.084, 0.077, 0.077, 0.144, 0.143, 0.143, 0.146, |
| + | 0.148, 0.147, 0.154, 0.150, 0.005, 0.005, 0.005, 0.006, 0.006, 0.008, 0.006, 0.006, 0.083, 0.082, |
| + | 0.081, 0.082, 0.083, 0.090, 0.083, 0.083, 0.066, 0.068, 0.068, 0.067, 0.067, 0.072, 0.067, 0.071, |
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| + | ], |
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| + | color: '#c2ca6c' |
| + | }, |
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| + | |
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| + | var layout = { |
| + | boxmode: 'group', |
| + | title: "uM Fluorescein per OD", |
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| + | size: 15, |
| + | autosize: true // set autosize to rescale |
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| + | yaxis: { |
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| + | color: "#36393d", |
| + | }, |
| + | }, |
| + | }; |
| + | |
| + | Plotly.newPlot('interlab_measure1', data, layout, { |
| + | displayModeBar: false |
| + | }); |
| + | </script> |
| + | |
| + | <p class="fig-caption">Figure 5 | Fluorescein (uM) related to OD600nm to extrapolate measures of fluorescence with optical density measurements. </p> |
| + | <div id="interlab_measure2" style="width:70vw;"> |
| <script> | | <script> |
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− | yaxis: {
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− | title: "Fluorescence (a.u.)",
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− | family: "PT Sans",
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− | color: "#36393d",
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− | },
| + | boxmode: 'group', |
− | showticklabels: true,
| + | title: "Fluorescence per particle", |
− | tickfont: {
| + | titlefont: { |
− | family: "PT Sans",
| + | family: "PT Sans", |
− | size: 12,
| + | size: 15, |
− | color: "#36393d",
| + | autosize: true // set autosize to rescale |
− | },
| + | }, |
− | },
| + | xaxis: { |
− | };
| + | autorange: true, |
− | Plotly.newPlot('results_biosensor3', data, layout, {
| + | title: "Devices", |
− | displayModeBar: false
| + | titlefont: { |
− | });
| + | family: "PT Sans", |
| + | size: 12, |
| + | color: "#36393d", |
| + | }, |
| + | showticklabels: true, |
| + | tickfont: { |
| + | family: "PT Sans", |
| + | size: 11, |
| + | color: "#36393d", |
| + | }, |
| + | }, |
| + | yaxis: { |
| + | zeroline: false, |
| + | autorange: true, |
| + | title: "MEFL/particle", |
| + | titlefont: { |
| + | family: "PT Sans", |
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| + | family: "PT Sans", |
| + | size: 11, |
| + | color: "#36393d", |
| + | }, |
| + | }, |
| + | }; |
| + | |
| + | Plotly.newPlot('interlab_measure2', data, layout, { |
| + | displayModeBar: false |
| + | }); |
| </script> | | </script> |
− | <p class="fig-caption"><b>Fig. 8 | <i>E. coli</i> bacteria (DH5-alpha) expressing the pFadBA+34+CI+ pRM+34+RFP construct were induced with different concentrations of PA in LB media.</b> Fluorescence was analysed once it had reached the steady state(12-14h). Fluorescence was normalised by the OD.</p>
| + | </div> |
− | <p class="subapart2">Comparative study between the Inducible LuxR-pLux, the pFadBA and the cI biosensors</p>
| + | <p class="fig-caption">Figure 6 | Fluorescence per particle measured at 0 hours and at 6 hours after growing at 37ºC</p> |
− | <p>Our results indicate that the baseline expression of the pfadBA-CI-prm construct is relatively low. A linear increase of fluorescence intensity is observed for increasing concentrations of PA.</p>
| + | </center> |
− | <div id="results_biosensor4" style="max-width: 70vw;"></div>
| + | <p class="subapart3">Colony Forming Units per OD600</p> |
| + | <center> |
| + | <div id="interlab_measure3" style="width:70vw;"> |
| <script> | | <script> |
− | var pFadBA = {
| + | var first = { |
− | x: ['LB', 'LB 0.4 mM PA', 'LB 1 mM PA'],
| + | x: ['Negative Control', 'Positive Control', ], |
− | y: [166.1957236, 188.0914255, 256.4273664],
| + | y: [300, 286.333], |
− | name: 'pFadBa',
| + | name: 'Dilution 10E+04', |
− | type: 'bar',
| + | error_y: { |
− | error_y: {
| + | type: 'data', |
− | type: 'data',
| + | array: [0, 21.407], |
− | array: [18.02107414, 7.200809337, 18.01708433],
| + | visible: true, |
− | visible: true,
| + | thickness: 1, |
− | thickness: 1,
| + | color: '#0079bf', |
− | color: '#36393D',
| + | }, |
− | },
| + | type: 'bar', |
− | width: .2,
| + | marker: { |
− | marker: {
| + | color: '#0079bf', |
− | color: '#0079bf',
| + | } |
− | }
| + | }; |
− | };
| + | var second = { |
− | var lux = {
| + | x: ['Negative Control', 'Positive Control', ], |
− | x: ['LB', 'LB 0.4 mM PA', 'LB 1 mM PA'],
| + | y: [43.667, 53.167], |
− | y: [212.9574509, 262.1183264, 351.8179998],
| + | name: 'Dilution 10E+05', |
− | name: 'Inducible LuxR-pLux ',
| + | error_y: { |
− | type: 'bar',
| + | type: 'data', |
− | error_y: {
| + | array: [14.39, 25.494], |
− | type: 'data',
| + | visible: true, |
− | array: [16.52376544, 23.85503417, 26.8915842],
| + | thickness: 1, |
− | visible: true,
| + | color: "#c6e1d5", |
− | thickness: 1,
| + | }, |
− | color: '#36393D',
| + | type: 'bar', |
− | },
| + | marker: { |
− | width: .2,
| + | color: '#c6e1d5', |
− | marker: {
| + | } |
− | color: '#0079bf',
| + | }; |
− | }
| + | var third = { |
− | };
| + | x: ['Negative Control', 'Positive Control', ], |
− | var ci = {
| + | y: [5.167, 5.5], |
− | x: ['LB', 'LB 0.4 mM PA', 'LB 1 mM PA'],
| + | name: 'Dilution 10E+06', |
− | y: [14.87981941, 27.13469968, 46.66896681],
| + | error_y: { |
− | name: 'HighPass Filter',
| + | type: 'data', |
− | type: 'bar',
| + | array: [1.602, 1.975], |
− | error_y: {
| + | visible: true, |
− | type: 'data',
| + | thickness: 1, |
− | array: [5.254043865, 3.122421295, 4.348284106],
| + | color: "#225a7f" |
− | visible: true,
| + | }, |
− | thickness: 1,
| + | type: 'bar', |
− | color: '#36393D',
| + | marker: { |
− | },
| + | color: '#225A7F', |
− | width: .2,
| + | } |
− | marker: {
| + | }; |
− | color: '#577d95',
| + | var data = [first, second, third]; |
− | }
| + | |
− | };
| + | |
− | var data = [lux, pFadBA, ci];
| + | var layout = { |
− | var layout = {
| + | barmode: 'group', |
− | barmode: 'group',
| + | title: "Colony Forming units per OD600 nm", |
− | title: "Comparison of the fluorescence",
| + | titlefont: { |
− | titlefont: {
| + | family: "PT Sans", |
− | family: "PT Sans Bold",
| + | size: 15, |
− | size: 16,
| + | autosize: true // set autosize to rescale |
− | color: "#36393d",
| + | }, |
− | },
| + | xaxis: { |
− | xaxis: {
| + | autorange: true, |
− | title: "",
| + | title: "Devices", |
− | titlefont: {
| + | titlefont: { |
− | size: 15,
| + | family: "PT Sans", |
− | },
| + | size: 12, |
− | autorange: true,
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| + | }, |
− | tickfont: {
| + | showticklabels: true, |
− | family: "PT Sans",
| + | tickfont: { |
− | size: 12,
| + | family: "PT Sans", |
− | color: "#36393d",
| + | size: 11, |
− | },
| + | color: "#36393d", |
− | },
| + | }, |
− | yaxis: {
| + | }, |
− | zeroline: false,
| + | yaxis: { |
− | autorange: true,
| + | zeroline: false, |
− | title: "Fluorescence (a.u.)",
| + | autorange: true, |
− | titlefont: {
| + | title: "MEFL/particle", |
− | family: "PT Sans",
| + | titlefont: { |
− | size: 15,
| + | family: "PT Sans", |
− | color: "#36393d",
| + | size: 12, |
− | },
| + | color: "#36393d", |
− | showticklabels: true,
| + | }, |
− | tickfont: {
| + | showticklabels: true, |
− | family: "PT Sans",
| + | tickfont: { |
− | size: 12,
| + | family: "PT Sans", |
− | color: "#36393d",
| + | size: 11, |
− | },
| + | color: "#36393d", |
− | },
| + | }, |
− | };
| + | }, |
− | Plotly.newPlot('results_biosensor4', data, layout, {
| + | }; |
− | displayModeBar: false
| + | Plotly.newPlot('interlab_measure3', data, layout, {responsive: true, displayModeBar: false}); |
− | });
| + | |
− | </script>
| + | |
− | <p class="fig-caption"><b>Fig. 9 | Comparison of fluorescence intensity between different pFadBA constructs.</b> Bacteria were grown in LB media with different concentrations of PA (0, 0.4 and 1 mM). Bacteria expressing the pfadBA-plux construct were induced with lactone 1e-7 M. Fluorescence was analysed at steady state. Fluorescence intensity was normalized by the OD.</p>
| + | |
− | <div id="results_biosensor11" style="width:90%; height: 400px;"></div>
| + | |
− | <script>
| + | |
− | var pFadBA = {
| + | |
− | x: ['LB', 'LB 0.4 mM PA', 'LB 1 mM PA'],
| + | |
− | y: [1, 1.131746482, 1.542923974],
| + | |
− | name: 'pFadBa',
| + | |
− | type: 'bar',
| + | |
− | width: .2,
| + | |
− | marker: {
| + | |
− | color: '#0079bf',
| + | |
− | }
| + | |
− | };
| + | |
− | var lux = {
| + | |
− | x: ['LB', 'LB 0.4 mM PA', 'LB 1 mM PA'],
| + | |
− | y: [1, 1.230848347, 1.652057715],
| + | |
− | name: 'lux',
| + | |
− | type: 'bar',
| + | |
− | width: .2,
| + | |
− | marker: {
| + | |
− | color: '#0079bf',
| + | |
− | }
| + | |
− | };
| + | |
− | var ci = {
| + | |
− | x: ['LB', 'LB 0.4 mM PA', 'LB 1 mM PA'],
| + | |
− | y: [1, 1.823590659, 3.136393362],
| + | |
− | name: 'ci',
| + | |
− | type: 'bar',
| + | |
− | width: .2,
| + | |
− | marker: {
| + | |
− | color: '#577d95',
| + | |
− | }
| + | |
− | };
| + | |
− | var data = [lux, pFadBA, ci];
| + | |
− | var layout = {
| + | |
− | barmode: 'group',
| + | |
− | title: "Comparison of Fold Change (FC)",
| + | |
− | titlefont: {
| + | |
− | family: "PT Sans",
| + | |
− | size: 15,
| + | |
− | color: "#36393d",
| + | |
− | },
| + | |
− | xaxis: {
| + | |
− | title: "",
| + | |
− | titlefont: {
| + | |
− | size: 13,
| + | |
− | },
| + | |
− | autorange: true,
| + | |
− | showticklabels: true,
| + | |
− | tickfont: {
| + | |
− | family: "PT Sans",
| + | |
− | size: 11,
| + | |
− | color: "#36393d",
| + | |
− | },
| + | |
− | },
| + | |
− | yaxis: {
| + | |
− | zeroline: false,
| + | |
− | range: [0.99, 3],
| + | |
− | title: "Fold change (FC/LB)",
| + | |
− | titlefont: {
| + | |
− | family: "PT Sans",
| + | |
− | size: 13,
| + | |
− | color: "#36393d",
| + | |
− | },
| + | |
− | showticklabels: true,
| + | |
− | tickfont: {
| + | |
− | family: "PT Sans",
| + | |
− | size: 11,
| + | |
− | color: "#36393d",
| + | |
− | },
| + | |
− | },
| + | |
− | };
| + | |
− | Plotly.newPlot('results_biosensor11', data, layout, {
| + | |
− | displayModeBar: false
| + | |
− | });
| + | |
− | </script>
| + | |
− | <p class="fig-caption"> <b>Fig. 10 | </b>Comparison of fluorescence intensity fold change (induced/non-induced) differences between different pfadBA constructs. pfadBA-plux construct was additionally induced with lactone 1x10<sup>-7</sup>. </p>
| + | |
− | <p>pfadBA-luxR-plux-RFP construct presented the highest fluorescence intensity in all medium conditions and it showed similar fluorescence fold changes after induction compared to pfadBA alone. On the other hand, pfadBA-CI-pRM-RFP showed little fluorescence compared to the other constructs. Nevertheless, it showed a significant fold change increase compared to the other two constructs. </p>
| + | |
− | <p class="subapart2">Characterization of the Improved fatty acid acyl-CoA biosensor</p>
| + | |
− | <p>We characterised the improved pFadBA promoter, pAR (<a href="http://parts.igem.org/Part:BBa_K2581012" target="_blank">BBa_K2581012</a>) coupling it to a RFP reporter gene. </p>
| + | |
− | <div id="results_biosensor5" style="max-width: 70vw;"></div>
| + | |
− | <script>
| + | |
− | var pFadBA = {
| + | |
− | x: ['LB', 'LB 0.4 mM PA', 'LB 1 mM PA'],
| + | |
− | y: [166.1957236, 188.0914255, 256.4273664],
| + | |
− | name: 'pFadBa',
| + | |
− | type: 'bar',
| + | |
− | width: .3,
| + | |
− | error_y: {
| + | |
− | type: 'data',
| + | |
− | array: [18.02107414, 7.200809337, 18.01708433],
| + | |
− | visible: true,
| + | |
− | thickness: 1,
| + | |
− | color: '#36393D',
| + | |
− | },
| + | |
− | marker: {
| + | |
− | color: '#0079bf',
| + | |
− | }
| + | |
− | };
| + | |
− | var par = {
| + | |
− | x: ['LB', 'LB 0.4 mM PA', 'LB 1 mM PA'],
| + | |
− | y: [54.71187136, 155.836331, 175.0262161],
| + | |
− | name: 'pAR',
| + | |
− | type: 'bar',
| + | |
− | width: .3,
| + | |
− | error_y: {
| + | |
− | type: 'data',
| + | |
− | array: [4.129282683, 3.299322183, 8.466116857],
| + | |
− | visible: true,
| + | |
− | thickness: 1,
| + | |
− | color: '#36393D',
| + | |
− | },
| + | |
− | marker: {
| + | |
− | color: '#0079bf',
| + | |
− | }
| + | |
− | };
| + | |
− | var data = [pFadBA, par];
| + | |
− | var layout = {
| + | |
− | barmode: 'group',
| + | |
− | title: "Comparison of fluorescence between pFadBA and pAR",
| + | |
− | titlefont: {
| + | |
− | family: "PT Sans Bold",
| + | |
− | size: 16,
| + | |
− | color: "#36393d",
| + | |
− | },
| + | |
− | xaxis: {
| + | |
− | title: "",
| + | |
− | titlefont: {
| + | |
− | size: 15,
| + | |
− | },
| + | |
− | autorange: true,
| + | |
− | showticklabels: true,
| + | |
− | tickfont: {
| + | |
− | family: "PT Sans",
| + | |
− | size: 12,
| + | |
− | color: "#36393d",
| + | |
− | },
| + | |
− | },
| + | |
− | yaxis: {
| + | |
− | zeroline: false,
| + | |
− | autorange: true,
| + | |
− | title: "Fluorescence (a.u.)",
| + | |
− | titlefont: {
| + | |
− | family: "PT Sans",
| + | |
− | size: 15,
| + | |
− | color: "#36393d",
| + | |
− | },
| + | |
− | showticklabels: true,
| + | |
− | tickfont: {
| + | |
− | family: "PT Sans",
| + | |
− | size: 12,
| + | |
− | color: "#36393d",
| + | |
− | },
| + | |
− | },
| + | |
− | };
| + | |
− | Plotly.newPlot('results_biosensor5', data, layout, {
| + | |
− | displayModeBar: false
| + | |
− | });
| + | |
| </script> | | </script> |
− | <p class="fig-caption"><b>Fig. 11 | </b> E.coli bacteria (DH5-alpha) expressing the constructs were induced with different concentrations of PA in LB media. Fluorescence was analyzed once it had reached the steady state (13-15h). Fluorescence intensity values were normalised by the OD.</p>
| + | </div> |
− | <div id="results_biosensor6" style="max-width: 70vw;"></div>
| + | <p class="fig-caption">Figure 7 | Colony forming units count on each dilution and on each device (postive and negative control) </p> |
− | <script>
| + | </center> |
− | var pFadBA = {
| + | </div> |
− | x: ['LB', 'LB 0.4 mM PA', 'LB 1 mM PA'],
| + | |
− | y: [1, 1.131746482, 1.542923974],
| + | </section> |
− | name: 'pFadBa',
| + | |
− | type: 'bar',
| + | </main> |
− | width: .3,
| + | |
− | marker: {
| + | |
− | color: '#0079bf',
| + | |
− | }
| + | |
− | };
| + | |
− |
| + | |
− | var pAR = {
| + | |
− | x: ['LB', 'LB 0.4 mM PA', 'LB 1 mM PA'],
| + | |
− | y: [1, 2.848309281, 3.19905373],
| + | |
− | name: 'pAR',
| + | |
− | type: 'bar',
| + | |
− | width: .3,
| + | |
− | marker: {
| + | |
− | color: '#0079bf',
| + | |
− | }
| + | |
− | };
| + | |
− |
| + | |
− | var data = [pFadBA, pAR];
| + | |
− | var layout = {
| + | |
− | barmode: 'group',
| + | |
− | title: "Comparison of Fold Change between pFadBA and pAR",
| + | |
− | titlefont: {
| + | |
− | family: "PT Sans Bold",
| + | |
− | size: 16,
| + | |
− | color: "#36393d",
| + | |
− | },
| + | |
− | xaxis: {
| + | |
− | title: "",
| + | |
− | titlefont: {
| + | |
− | size: 15,
| + | |
− | },
| + | |
− | autorange: true,
| + | |
− | showticklabels: true,
| + | |
− | tickfont: {
| + | |
− | family: "PT Sans",
| + | |
− | size: 12,
| + | |
− | color: "#36393d",
| + | |
− | },
| + | |
− | },
| + | |
− | yaxis: {
| + | |
− | zeroline: false,
| + | |
− | range: [0.99, 3],
| + | |
− | title: "Fold Change (FC/LB)",
| + | |
− | titlefont: {
| + | |
− | family: "PT Sans",
| + | |
− | size: 15,
| + | |
− | color: "#36393d",
| + | |
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| + | |
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| + | |
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| + | |
− | color: "#36393d",
| + | |
− | },
| + | |
− | },
| + | |
− | };
| + | |
− | Plotly.newPlot('results_biosensor6', data, layout, {
| + | |
− | displayModeBar: false
| + | |
− | });
| + | |
− | </script>
| + | |
− | <p class="fig-caption"><b>Fig. 12 |</b> Comparison of fluorescence intensity fold change (induced/non induced) differences between pFadBA and pAR inducible constructs.</p>
| + | |
− | <p>After induction of the pAR promoter with different PA concentrations our results show a significant fluorescence fold change increase compared to the pfadBA promoter. Moreover, our data indicates that the baseline fluorescence of the pAR construct is much lower than that of pfadBA. </p>
| + | |
− | <div style="background-color: #c6d1e5; border-radius: 15px; padding: 1.8rem; width: 70vw;">
| + | |
− | <p> bla bla bla conclusions</p>
| + | |
− | </div>
| + | |
− | <a name="Integration">
| + | |
− | <p class="subapart1">Integration Results</p>
| + | |
− | </a>
| + | |
− | <p class="subapart2">MAGE cycling efficiency:</p>
| + | |
− | <p>Estimation of allele replacement frequency (ARF) after each cycle was performed by X-gal blue-white
| + | |
− | screening. Oligos encoding for two stop codons in the lacZ gene were electroporated in each cycle as a
| + | |
− | positive control. Recombineered colonies are deficient in the Beta-galactosidase enzyme and therefore
| + | |
− | appear white when plated on X-gal IPTG containing plates.
| + | |
− | </p>
| + | |
− | <img src="https://static.igem.org/mediawiki/2018/6/66/T--UPF_CRG_Barcelona--MAGE_def-10.jpg" style="width: 35%;">
| + | |
− | <img src="https://static.igem.org/mediawiki/2018/f/fc/T--UPF_CRG_Barcelona--MAGE_def-9.jpg" style="width: 35%;">
| + | |
− | <p class="fig-caption"><b>Fig. 13 | ARF screening on LB+X-gal+IPTG plates after five mage cycles in
| + | |
− | EcM2.1 </b>strain. Cultures were plated at 10e-5 (left) and 10e-6 (right).
| + | |
− | </p>
| + | |
− | <p>Cultures where plated after five cycles. ARF was 4.8%, estimated by colony counting (Fig. 13). This corresponds to
| + | |
− | ~1% of colonies incorporating mutations in the lacZ allele in each cycle. Although our ARF was lower than
| + | |
− | reported [1], we considered it sufficient to screen for fadR mutants.
| + | |
− | </p>
| + | |
− | <p class="subapart2">MAGE fadR KO screening:</p>
| + | |
− | <img src="https://static.igem.org/mediawiki/2018/2/28/T--UPF_CRG_Barcelona--gel3.png" style="width: 50%;">
| + | |
− | <p class="fig-caption"><b>Fig. 14 | Agarose gel electrophoresis of FadR KO screening through allele specific
| + | |
− | PCR, after five MAGE cycles. </b>Numbers correspond to screened colonies. 36 colonies were analyzed, only
| + | |
− | 12 of them are shown in the picture. Top wells correspond to colonies screened with wt specific primers.
| + | |
− | Bottom line shows 12 same colonies amplified with specific primers for the FadR mutations. Colony 11 shows
| + | |
− | no amplification for the wt allele (361bp), but has the expected amplicon for FadR knock-outs; 362bp.
| + | |
− | </p>
| + | |
− | <p>After performing five cycles in EcM2.1 MAGE strain using oligos coding for two stop codons in the
| + | |
− | beginning of FadR ORF, We performed allele specific PCR screening. One primer pair was designed to
| + | |
− | specifically recognize the WT sequence, while another primer pair was designed to anneal to the mutant
| + | |
− | sequence. Performing a colony PCR with both primer pairs should lead to a single amplicon, depending on the
| + | |
− | genotype of the analysed colony, as seen in figure 14. All colonies are amplified with the WT allele except
| + | |
− | colony number 11, in which amplification with the mutant primer pair appears. This colony was selected as
| + | |
− | the bona fide mutant of the FadR repressor. A total of 36 colonies were analyzed (only 12 of them shown,
| + | |
− | all other 24 where WT specific). From this we can make a rough estimation of the efficiency of FadR KO
| + | |
− | oligo incorporation, which is 2,77%.
| + | |
− | </p>
| + | |
− | <p class="subapart2">fadR optimized screening method:</p>
| + | |
− | <p>One of our final composite and biosensor parts; BBa_K2581006 is regulated by FadR repressor, which binds
| + | |
− | to pfadBA in the absence of LCFA. We hypothesized that FadR KO cells transformed with this construct should
| + | |
− | have basal expression of RFP. Different red intensities can be seen in EcM2.1 transformed colonies (Fig. 15). We
| + | |
− | speculate that this might be due to the fact that EcM2.1 are not optimal for protein expression since they
| + | |
− | lack MutS machinery and thus have impaired growth. Red colonies were picked and analysed by allele specific
| + | |
− | PCR. Of 16 analysed colonies, 4 included the mutation (Fig. 15) which corresponds to ~25%. Although this
| + | |
− | screening method does not bypass the need for allele specific PCR screening, it significantly increased the
| + | |
− | number of positive colonies in our screening, which would allow for a reduced number of cycles when
| + | |
− | obtaining a FadR KO. Finally, we cultured and re-plated a FadR KO colony (num 9 figure. 16) expressing our
| + | |
− | BBa_K2581006 construct and a fadR negative colony( num. 10 fig. 16). As expected, WT colony had a low basal
| + | |
− | level of RFP expression and fadRKO colonies had much higher RFP expression (fig. 17)
| + | |
− | </p>
| + | |
− | <img src="https://static.igem.org/mediawiki/2018/a/a5/T--UPF_CRG_Barcelona--UV1.jpg" style="width: 35%;">
| + | |
− | <p class="fig-caption"><b>Fig. 15 | EcM2.1 strain cycled fadR KO. Cells were transformed with
| + | |
− | pfadBA-34-RFP(BBa_K2581006).</b>
| + | |
− | </p>
| + | |
− | <img src="https://static.igem.org/mediawiki/2018/f/f9/T--UPF_CRG_Barcelona--gel2.png" style="width: 50%;">
| + | |
− | <p class="fig-caption"><b>Fig. 16 | Allele specific PCR screening with red colonies that were transformed
| + | |
− | with BBa_K2581006.</b> Top gel lanes correspond to colony screening with WT specific FadR primers. 4 of
| + | |
− | the 16 tested colonies show amplification for the wt allele. The bottom lanes of the gel show colony
| + | |
− | screening using FadR KO primers. Four colonies (8,9,12,13) tested positive for FadR KO induced by MAGE.
| + | |
− | </p>
| + | |
− | <img src="https://static.igem.org/mediawiki/2018/8/86/T--UPF_CRG_Barcelona--UV2.png" style="width: 35%;">
| + | |
− | <img src="https://static.igem.org/mediawiki/2018/a/a1/T--UPF_CRG_Barcelona--UV3.png" style="width: 35%;">
| + | |
− | <p class="fig-caption"><b>Fig. 17 | Biosensor activation comparison between a FadR KO colony expressing RFP
| + | |
− | and a wt EcM 2.1 biosensor transformed colony. </b>
| + | |
− | </p>
| + | |
− | </div>
| + | |
− | <p><b>References:</b></p>
| + | |
− | <p>[1] Gallagher R, Li Z, Lewis A, Isaacs F. Rapid editing and evolution of bacterial genomes
| + | |
− | using libraries of synthetic DNA. Nat Protoc. 2014; 9(10): 2301-2316. Available from: doi: 10.1038/nprot.2014.082.
| + | |
− | <p>
| + | |
− | </section>
| + | |
− | </main>
| + | |
− | <div class="spacer"></div>
| + | |
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