Difference between revisions of "Team:NCKU Tainan/Results"

 
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     <!--Page_Content-->
 
     <!--Page_Content-->
 
     <div class="container content">
 
     <div class="container content">
        <h1 class="head">Results</h1>
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            <div class="headstyle">
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                <h1 class="head">Results</h1>
 +
            </div>
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            <div class="righttitle">
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                <h6 class="subtitle">Hard Work Pays Off</h6>
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            </div>
 
         <div class="navbar-example">
 
         <div class="navbar-example">
 
             <div class="row">
 
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                         <a class="list-group-item list-group-item-action" href="#Total_solution">Total solution</a>
 
                         <a class="list-group-item list-group-item-action" href="#Total_solution">Total solution</a>
 
                         <a class="list-group-item list-group-item-action" href="#Carbon_fixation">Carbon fixation</a>
 
                         <a class="list-group-item list-group-item-action" href="#Carbon_fixation">Carbon fixation</a>
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                        <a class="list-group-item list-group-item-action" href="#pH_Senesing">pH Sensing System</a>
 +
                        <a class="list-group-item list-group-item-action" href="#References">References</a>                       
 
                         <a class="list-group-item list-group-item-action" href="#"><i class="fa fa-arrow-up fa-1x"
 
                         <a class="list-group-item list-group-item-action" href="#"><i class="fa fa-arrow-up fa-1x"
 
                                 aria-hidden="true"></i></a>
 
                                 aria-hidden="true"></i></a>
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                     <div data-spy="scroll" data-target="#sidelist" data-offset="0" class="scrollspy-example">
 
                     <div data-spy="scroll" data-target="#sidelist" data-offset="0" class="scrollspy-example">
 
                         <div class="container">
 
                         <div class="container">
 
 
 
                             <div id="Overview">
 
                             <div id="Overview">
                                </br></br></br></br>
 
 
                                 <h3>Overview of the result</h3>
 
                                 <h3>Overview of the result</h3>
 
                                 <ol>
 
                                 <ol>
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                                         each strain.</li>
 
                                         each strain.</li>
 
                                     <li>Estimate the carbon fixation amount with our experiment result.</li>
 
                                     <li>Estimate the carbon fixation amount with our experiment result.</li>
                                     <li>Characterizing the pH sensing system.</li>
+
                                     <li>Characterize the pH sensing promoter P<sub>asr</sub> (<a href="http://parts.igem.org/Part:BBa_K1231000"
 +
                                            style="color:#28ff28;">BBa_K1231000</a>), and improve P<sub>gadA</sub> biobrick  (<a href="http://parts.igem.org/Part:BBa_K1962013"
 +
                                            style="color:#28ff28;">BBa_K1962013</a>).</li>
 
                                 </ol>
 
                                 </ol>
 
                             </div>
 
                             </div>
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                             <div id="Construction">
 
                             <div id="Construction">
                                </br></br></br></br>
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                                 <h3>Construction and functional test </h3></br>
                                 <h3>Construction and functional test </h3>
+
  
 
                                 <div id="pt">
 
                                 <div id="pt">
                                     <h8>PRK</h8></br>
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                                     <h8>PRK (PHOSPHORIBULOKINASE)</h8></br></br>
 
                                     <p class="pcontent">
 
                                     <p class="pcontent">
 
                                         Achievements:</br>
 
                                         Achievements:</br>
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                                         <li>PRK toxicity test proves that the function of it varies when cloned
 
                                         <li>PRK toxicity test proves that the function of it varies when cloned
 
                                             into
 
                                             into
                                             different plasmid</li>
+
                                             different plasmids</li>
 
                                     </ol></br>
 
                                     </ol></br>
  
 
                                     <p class="pcontent">
 
                                     <p class="pcontent">
                                         We constructed PRK fragments from IDT DNA synthesis. After PCR amplification,
+
                                         We constructed <i>prk</i> fragments (<a href="http://parts.igem.org/Part:BBa_K2762007"
                                         PRK is then cloned into pSB1C3 and transformed into DH5α. SDS-PAGE ensured that
+
                                            style="color:#28ff28;">BBa_K2762007</a>) from IDT DNA synthesis. After PCR
 +
                                        amplification,
 +
                                         <i>prk</i> is then cloned into pSB1C3 and transformed into DH5 alpha. SDS-PAGE ensured that
 
                                         the protein expression was as expected. The results are shown below:
 
                                         the protein expression was as expected. The results are shown below:
 
                                     </p>
 
                                     </p>
 
                                 </div>
 
                                 </div>
  
                                 <img class="contentimg" src=" ">
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                                 <img class="contentimg" src="https://static.igem.org/mediawiki/2018/8/80/T--NCKU_Tainan--Results_fig_1.jpg">
  
 
                                 <div id="pt">
 
                                 <div id="pt">
 
                                     <p class="pcontent">
 
                                     <p class="pcontent">
                                         Fig. 1: Confirmation of prk digestion.</br>
+
                                         Fig 1. Confirmation of <i>prk</i> digestion.</br>
                                         Fig. 2: Confirmation of PRK expression in DH5˚α. The expected protein size is
+
                                         Fig 2. Confirmation of PRK expression in DH5 alpha. The expected protein size is
 
                                         37.7kDa.
 
                                         37.7kDa.
 
                                     </p>
 
                                     </p>
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                                         We initially decided to test its function by HPLC to measure the amount of RuBP
 
                                         We initially decided to test its function by HPLC to measure the amount of RuBP
 
                                         inside the cell. Our instructors pointed out some difficulties in HPLC
 
                                         inside the cell. Our instructors pointed out some difficulties in HPLC
                                         measurement such as excessive noise signal in our sample.We therefore
+
                                         measurement such as excessive noise signal in our sample. We, therefore,
                                         determined to test its function with a toxicity test. The product of PRK-RuBP
+
                                         determined to test its function with a toxicity test. The product of PRK, RuBP,
                                         cannot be metabolite by wild type E. coli. The accumulation of RuBP depletes
+
                                         cannot be metabolized by wild-type <i>E. coli</i>. The accumulation of RuBP
 +
                                        depletes
 
                                         the sugar from the native pentose phosphate pathway. Lack of carbon source, the
 
                                         the sugar from the native pentose phosphate pathway. Lack of carbon source, the
 
                                         growth of that strain may be repressed. We incubate the PRK expressing strain
 
                                         growth of that strain may be repressed. We incubate the PRK expressing strain
 
                                         and control stain that contains no plasmid in M9 medium and altered M9 medium
 
                                         and control stain that contains no plasmid in M9 medium and altered M9 medium
                                         with 0.4% xylose as its sole carbon source. In normal M9 medium, glucose will
+
                                         with 4 (g/l) xylose as its sole carbon source. In normal M9 medium, glucose will
 
                                         not be converted into RuBP. In altered M9 medium, xylose will go through the
 
                                         not be converted into RuBP. In altered M9 medium, xylose will go through the
 
                                         native pathway and be converted into RuBP. Growth arrest of PRK strain should
 
                                         native pathway and be converted into RuBP. Growth arrest of PRK strain should
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                                     <p class="pcontent">
 
                                     <p class="pcontent">
                                         We tested PRK in different strains. We first cloned prk into pSB1C3 and
+
                                         We tested PRK in different strains. We first cloned <i>prk</i> into pSB1C3 and
                                         transformed into BL21(DE3). After 12 hours, the strain without plasmid could
+
                                         transformed into BL21 (DE3). After 12 hours, the strain without plasmid could
 
                                         grow up to 1.4 O.D.600 in altered M9 xylose medium. The strain that contains
 
                                         grow up to 1.4 O.D.600 in altered M9 xylose medium. The strain that contains
                                         PRK can grew up to 0.75 O.D.600 in normal M9 medium either. In contrast, the
+
                                         PRK can grow up to 0.75 O.D.600 in normal M9 medium either. In contrast, the
 
                                         PRK strain that grew in altered M9 xylose medium showed no growth at all. The
 
                                         PRK strain that grew in altered M9 xylose medium showed no growth at all. The
 
                                         result shows that PRK can suppress/inhibit the growth, which matches to our
 
                                         result shows that PRK can suppress/inhibit the growth, which matches to our
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                                     </p>
 
                                     </p>
  
                                     <img class="contentimg" src=" ">
+
                                     <img class="contentimg fig3" src="https://static.igem.org/mediawiki/2018/3/3d/T--NCKU_Tainan--Results_fig_3.png">
  
 
                                     <p class="pcontent">
 
                                     <p class="pcontent">
                                         Fig. 3 The result of PRK test in BL21(DE3). The PRK expressing strain is
+
                                         Fig 3. The result of PRK test in BL21 (DE3). The PRK expressing strain is
 
                                         incubated
 
                                         incubated
 
                                         in both normal M9 medium and altered M9 xylose medium to compare with the
 
                                         in both normal M9 medium and altered M9 xylose medium to compare with the
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                                     <p class="pcontent">
 
                                     <p class="pcontent">
                                         Although the function of PRK have been confirmed, we would like to lower the
+
                                         Although the function of PRK has been confirmed, we would like to lower the
 
                                         expression of it to minimize the growth arrest. We thus cloned the part into
 
                                         expression of it to minimize the growth arrest. We thus cloned the part into
 
                                         pSB3K3, a low copy number plasmid to lower its protein expression. We then
 
                                         pSB3K3, a low copy number plasmid to lower its protein expression. We then
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                                         shows a
 
                                         shows a
 
                                         little growth arrest comparing to the strain without plasmid. The growth of it
 
                                         little growth arrest comparing to the strain without plasmid. The growth of it
                                         exceed that of PRK expressed in pSB1C3. We can regulate the expression of PRK
+
                                         exceeds that of PRK expressed in pSB1C3. We can regulate the expression of PRK
 
                                         via
 
                                         via
 
                                         high or low copy number plasmid to optimize the growth and carbon fixation
 
                                         high or low copy number plasmid to optimize the growth and carbon fixation
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                                     </p>
 
                                     </p>
  
                                     <img class="contentimg" src=" ">
+
                                     <img class="contentimg fig4" src="https://static.igem.org/mediawiki/2018/3/3a/T--NCKU_Tainan--Results_fig_4.PNG">
  
 
                                     <p class="pcontent">
 
                                     <p class="pcontent">
                                         Fig. 4 Compares the growth in M9 xylose medium of PR K expressing strain in
+
                                         Fig 4. Compares the growth in M9 xylose medium of PRK expressing strain which prk is cloned into
 
                                         high
 
                                         high
                                         and low copy number plasmid. The low copy number plasmid, pSB3K3, shows a
+
                                         and low copy number plasmids respectively. The low copy number plasmid, pSB3K3, shows a
                                         little bit of growth retard compare to non-PRK expressing strain. However, the
+
                                         little bit of growth retard compare to the control strain. However, its
                                         toxicity is much less than high copy number expressing strain.
+
                                         toxicity is much less than that expressed in high copy number.
 
                                     </p></br>
 
                                     </p></br>
  
 
                                     <p class="pcontent">
 
                                     <p class="pcontent">
                                         We also transformed pSB3K3-prk into W3110 strain. W3110 is reported to have
+
                                         We also transformed pSB3K3-<i>prk</i> into W3110 strain. W3110 is reported to have
 
                                         higher pressure tolerance. The trend of the results is similar to that of the
 
                                         higher pressure tolerance. The trend of the results is similar to that of the
                                         BL21(DE3) but there is no statistically significant between the experiment and
+
                                         BL21 (DE3), but the difference between experiement and control group is not obvious                            . We deduce that PRK can still function in W3110 since the
                                        the control group. We deduce that PRK can still function in W3110 since the
+
 
                                         trend matches our expectation. As pSB3K3 is a low copy number plasmid, the
 
                                         trend matches our expectation. As pSB3K3 is a low copy number plasmid, the
                                         expression of protein may be lower than that of high copy number plasmid. The
+
                                         expression of the protein may be lower than that of high copy number plasmid.
                                         pressure tolerance of W3110 strain may also lessen the toxicity influence by
+
                                        The
 +
                                         pressure tolerance of W3110 strain may also lessen the influence of toxicity by
 
                                         PRK.
 
                                         PRK.
 
                                     </p>
 
                                     </p>
  
                                     <img class="contentimg" src=" ">
+
                                     <img class="contentimg fig5" src="https://static.igem.org/mediawiki/2018/f/f6/T--NCKU_Tainan--Results_fig_4_2.PNG">
  
 +
                                    <p class="pcenter">
 +
                                        Fig 5. The result of PRK test in W3110
 +
                                    </p></br>
 
                                 </div>
 
                                 </div>
  
 
                                 <div id="pt">
 
                                 <div id="pt">
                                     <h8>CA</h8></br>
+
                                     <h8>CA (Carbonic Anhydrase)</h8></br></br>
 
                                     <p class="pcontent">
 
                                     <p class="pcontent">
 
                                         Achievements:</br>
 
                                         Achievements:</br>
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                                     <ol>
 
                                     <ol>
                                         <li>Construct the ca and transform it into BL21(DE3)</li>
+
                                         <li>Construct the <i>ca</i> and transform it into BL21 (DE3)</li>
  
 
                                         <li>Run the SDS-PAGE to confirm its expression</li>
 
                                         <li>Run the SDS-PAGE to confirm its expression</li>
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                                     <p class="pcontent">
 
                                     <p class="pcontent">
                                         We cloned the DNA fragments into pSB1C3 plasmid after the gene is amplified
+
                                         We cloned the DNA fragments (<a href="http://parts.igem.org/Part:BBa_K2762008"
                                         with PCR. We transform the plasmid into DH5-alpha and BL21(DE3). Next, we
+
                                            style="color:#28ff28;">BBa_K2762008</a>) into pSB1C3 plasmid after the gene
 +
                                        is amplified
 +
                                         with PCR. We transform the plasmid into DH5 alpha and BL21 (DE3). Next, we
 
                                         confirm its protein expression with SDS-PAGE.
 
                                         confirm its protein expression with SDS-PAGE.
 
                                     </p>
 
                                     </p>
  
                                     <img class="contentimg" src=" ">
+
                                     <img class="contentimg" src="https://static.igem.org/mediawiki/2018/0/04/T--NCKU_Tainan--Results_fig_5.jpg">
  
 
                                     <p class="pcontent">
 
                                     <p class="pcontent">
                                         Fig. 5 Confirmation of ca digestion</br>
+
                                         Fig 6. Confirmation of <i>ca</i> digestion</br>
  
                                         Fig. 6 Confirmation of CA expression in BL21(DE3). The expected protein size is
+
                                         Fig 7. Confirmation of CA expression in BL21 (DE3). The expected protein size is
 
                                         27.9kDa.
 
                                         27.9kDa.
 
                                     </p></br>
 
                                     </p></br>
Line 196: Line 209:
 
                                         We then ran the activity test of CA. In our bypass pathway, the function of CA
 
                                         We then ran the activity test of CA. In our bypass pathway, the function of CA
 
                                         is to
 
                                         is to
                                         convert proton and bicarbonate into water and carbon dioxide. During the
+
                                         convert proton and bicarbonate into water and carbon dioxide. CA activity was determined using the Wilbur-Anderson assay. Briefly, 9 mL ice-cold Tris−HCl (20
                                         reaction, the
+
                                         mM, pH8.3) buffer and 0.2 mL enzyme were mixed and transferred to a 20 mL
                                         concentration of proton can be easily observed by the pH meter. By measuring
+
                                         sample bottle, with further incubation at 0 °C with stirring. Then, 6 mL of
                                         the time
+
                                         ice-cold CO<sub>2</sub>-saturated solution was added immediately into the sample bottle
                                         interval between the pH shift and compare with the sample without CA, we can
+
                                         and the time course (sec) of pH decrease from 8.3 to 6.3 was recorded. CA
                                         determine
+
                                         activity was calculated using a Wilbur–Anderson unit (WAU) per milliliter of
                                         the activity of that specific enzyme. The enzyme activity of our CA is 21.8
+
                                         sample. The definition for WAU is (T<sub>0</sub>-T)/ (T<sub>0</sub>) in which T<sub>0</sub>
 +
                                        and T was the time required for the pH drop from 8.3 to 6.3, with and without
 +
                                        CA, respectively. The enzyme activity of our CA is 21.8
 
                                         unit/liter.
 
                                         unit/liter.
 
                                         To confirm the contribution of the CA to the whole pathway, we also ran the
 
                                         To confirm the contribution of the CA to the whole pathway, we also ran the
Line 211: Line 226:
  
 
                                 <div id="pt">
 
                                 <div id="pt">
                                     <h8>Rubisco</h8></br>
+
                                     <h8>Rubisco</h8></br></br>
 
                                     <p class="pcontent">
 
                                     <p class="pcontent">
 
                                         Achievements:</br>
 
                                         Achievements:</br>
Line 219: Line 234:
 
                                         <li>Construction and digestion of DNA gel shows that the size of it was right</li>
 
                                         <li>Construction and digestion of DNA gel shows that the size of it was right</li>
  
                                         <li>The SDS-PAGE of PRK showed that the expression of PRK in the expected size</li>
+
                                         <li>The SDS-PAGE of Rubisco showed that the expression of Rubisco in the expected size</li>
 
                                     </ol></br>
 
                                     </ol></br>
  
 
                                     <p class="pcontent">
 
                                     <p class="pcontent">
                                         We constructed PRK fragments from IDT DNA synthesis. After PCR amplification of
+
                                         We constructed rubisco fragments from IDT DNA synthesis. After PCR amplification of
 
                                         the three subunits, rubisco is then cloned into pSB1C3 and transformed into
 
                                         the three subunits, rubisco is then cloned into pSB1C3 and transformed into
                                         DH5α. SDS-PAGE ensured that the protein expression was as expected. The results
+
                                         DH5 alpha. SDS-PAGE ensured that the protein expression was as expected. The results
 
                                         are shown below:
 
                                         are shown below:
 
                                     </p>
 
                                     </p>
  
                                     <img class="contentimg" src=" ">
+
 
 +
                                     <img class="contentimg" src="https://static.igem.org/mediawiki/2018/c/cb/T--NCKU_Tainan--Results_fig_9.jpg">
  
 
                                     <p class="pcontent">
 
                                     <p class="pcontent">
                                         Fig. 7 Confirmation of rbcL digestion.</br>
+
                                         Fig 8. Confirmation of <i>rbcX</i> and <i>rbcS</i> digestion
  
                                         Fig. 8 Confirmation of rbcL expression in DH5˚α. The expected protein size is
+
                                         Fig 9. Confirmation of <i>rbcX</i> and <i>rbcS</i> expression in BL21 (DE3). The expected protein
                                         52.37kDa.</br>
+
                                         size is 15.3 kDA and 13.8 kDA respectively.
 
                                     </p>
 
                                     </p>
  
 +
                                    <img class="contentimg" src="https://static.igem.org/mediawiki/2018/0/0d/T--NCKU_Tainan--Results_fig_7.jpg">
 +
 +
                                    <p class="pcontent">
 +
                                        Fig 10. Confirmation of <i>rbcL</i> digestion.</br>
 +
 +
                                        Fig 11. Confirmation of <i>rbcL</i> expression in DH5 alpha. The expected protein size is
 +
                                        52.37 kDa.</br>
 +
                                    </p>
 +
<br>
 
                                     <p class="pcontent">
 
                                     <p class="pcontent">
 
                                         After mining a lot of information from the publications, we found out a method
 
                                         After mining a lot of information from the publications, we found out a method
                                         to determine the activity of rubisco by thin-layer chromatographic has been
+
                                         to determine the activity of Rubisco by thin-layer chromatographic has been
 
                                         reported. However, due to time concern, we are not capable of measuring the
 
                                         reported. However, due to time concern, we are not capable of measuring the
 
                                         enzyme activity of Rubisco with this method. We finally confirm its function
 
                                         enzyme activity of Rubisco with this method. We finally confirm its function
Line 252: Line 277:
  
 
                             <div id="Total_solution">
 
                             <div id="Total_solution">
                                </br></br></br></br>
 
 
                                 <h3>Total solution</h3>
 
                                 <h3>Total solution</h3>
  
 
                                 <div id="pt">
 
                                 <div id="pt">
                                     <h8>Rubisco</h8></br>
+
                                     <h8>Rubisco</h8></br></br>
 
                                     <p class="pcontent">
 
                                     <p class="pcontent">
 
                                         Achievements:</br>
 
                                         Achievements:</br>
Line 269: Line 293:
 
                                         <li>Check the growth and carbon fixation enhancement of CA enzyme</li>
 
                                         <li>Check the growth and carbon fixation enhancement of CA enzyme</li>
  
                                         <li>Compare the carbon fixation rate of W3110 and BL21(DE3) E. coli strains</li>
+
                                         <li>Compare the carbon fixation rate of W3110 and BL21 (DE3) <i>E. coli</i>
 +
                                            strains</li>
  
                                         <li>Compare different CO2 incubation environment</li>
+
                                         <li>Compare different CO<sub>2</sub> incubation environment</li>
 
                                     </ol></br>
 
                                     </ol></br>
  
                                     <h8>Overview</h8></br>
+
                                     <div class="row">
                                     <p class="pcontent">
+
                                        <a class="btn col-md-12" data-toggle="collapse" href="#Total_solution_overview" role="button" aria-expanded="false" aria-controls="multiCollapseExample1">
                                        In the total solution experiment, we strive to measure the carbon fixation
+
                                            Principle and Mechanism of Xylose Utilzation Index
                                        amount of each sample. After reading numerous publications, we found out that
+
                                            <i class="fa fa-arrow-down fa-10" aria-hidden="true"></i>
                                        previous researches determine the efficiency of carbon fixation via measuring
+
                                        </a>
                                        the decrease of carbon dioxide concentration in the closed system or measure
+
                                     </div>   
                                        the weight
+
                                    <div class="collapse multi-collapse" id="Total_solution_overview">
                                        percentage of C14 radioisotope in the dry cell. However, due to biosafety
+
                                        <div class="card card-body">
                                        constrain of our lab, we can barely use the radioisotope. Measuring the
+
                                            <p class="pcontent">
                                        decrease of carbon dioxide concentration in the closed system is also
+
                                                In the total solution experiment, we strive to measure the carbon fixation
                                        impractical for us since we have too much test samples. A new method to measure
+
                                                amount of each sample. After reading numerous publications, we found out that
                                        multiple samples in the short period of time is developed by our team. We are
+
                                                previous researches determine the efficiency of carbon fixation via measuring
                                        able to evaluate the fixation efficiency of each sample with optical density
+
                                                the decrease of carbon dioxide concentration in the closed system or measure
                                        O.D. 600 and xylose consumption. We have measure various construction to prove
+
                                                the weight percentage of <sup>14</sup>C radioisotope in the dry cell. However, due to biosafety
                                        that the enzyme of our construction is necessary for carbon fixation.
+
                                                constrain of our lab, we can barely use the radioisotope. Measuring the
                                    </p></br>
+
                                                decrease of carbon dioxide concentration in the closed system is also
 +
                                                impractical for us since we have too much test samples. A new method to measure
 +
                                                multiple samples in the short period of time is developed by our team. We are
 +
                                                able to evaluate the fixation efficiency of each sample with the optical
 +
                                                density
 +
                                                O.D. 600 and xylose consumption. We have measure various construction to prove
 +
                                                that all the enzymes in our design is necessary for carbon fixation.
 +
                                            </p></br>
  
                                    <p class="pcontent">
+
                                            <p class="pcontent">
                                        The test samples below were incubated in an altered M9 medium which substitute
+
                                                The bacteria samples in total solution test were incubated in an altered M9 medium which substitutes
                                        glucose to xylose. 1/1000 of LB medium was added to support some rare elements.
+
                                                glucose to xylose. 1/1000 of LB medium was added to support the trace elements.
                                        Since the concentration of LB medium is too low, it doesn’t contribute the
+
                                                Since the concentration of LB medium is too low, it doesn’t contribute the
                                        carbon source of the bacteria.
+
                                                carbon source of the bacteria.
                                    </p></br>
+
                                            </p></br>
  
                                    <p class="pcontent">
+
                                            <p class="pcontent">
                                        We defined a new index, Xylose Utilization Index, to describe the potential of
+
                                                We defined a new index, Xylose Utilization Index, to describe the potential of
                                        carbon fixation. We can compare this index of each strain to find out the
+
                                                carbon fixation. We can compare this index of each strain to find out the
                                        strain that has highest capacity of carbon fixing.
+
                                                strain that has the highest capacity of carbon fixation.
                                    </p></br>
+
                                            </p></br>
  
                                    <p class="pcontent">
+
                                            <p class="pcontent">
                                        To define the XUI index, we firstly made two assumptions:
+
                                                To define the XUI, we firstly made two assumptions:
                                    </p>
+
                                            </p>
  
                                    <ol>
+
                                            <ol>
                                        <li>O.D. 600 of the sample has linear relationship to dry cell weight
+
                                                <li>O.D. 600 of the sample has a linear relationship to dry cell weight  
                                            (biomass). Optical density is frequently used as a means of describing the
+
                                                    (biomass). Optical density is frequently used as a means of describing the
                                            cell density in the broth. We measured the dry cell weight of samples in
+
                                                    cell density in the broth. We measured the dry cell weight of samples in
                                            different O.D. value and discovered that it has linear relationship. We
+
                                                    different O.D. value and discovered that it has a linear relationship. We
                                            conclude that we can utilize O.D. value to estimate the dry cell weight. 1
+
                                                    conclude that we can utilize O.D. value to estimate the dry cell weight. 1
                                            0.D. of BL21(DE3) strain per litter yields the dry cell weight of 0.8 gram.</li>
+
                                                    0.D. of BL21 (DE3) strain per litter yields the dry cell weight of 0.8 gram.</li>
                                    </ol>
+
                                            </ol>
  
                                    <img class="contentimg" src=" ">
+
                                            <img class="contentimg fig10" src="https://static.igem.org/mediawiki/2018/6/64/T--NCKU_Tainan--Results_fig_10.png">
  
                                    <p class="pcontent">
+
                                            <p class="pcontent">
                                        Fig. 9 shows the dry cell weight of BL21(DE3) incubated in altered M9 xylose
+
                                                Fig 12. shows the dry cell weight of BL21 (DE3) incubated in altered M9 xylose
                                        medium.
+
                                                medium.
                                        A linear relationship between O.D. and dry cell weight is observed.
+
                                                A linear relationship between O.D. and dry cell weight is observed.
                                    </p></br>
+
                                            </p></br>
  
                                    <ol start="2">
+
                                            <ol start="2">
                                        <li>The elemental formula of E. coli should be fixed or varies within a
+
                                                <li>The elemental formula of <i>E. coli</i> should be fixed or varies within a
                                            small range. Although there may exist slightly different in different
+
                                                    small range. Although the formula may have variations in different
                                            growth condition, we assume that such error can be ignore during the
+
                                                    growth condition, we assume that such error can be ignored during the
                                            following calculation.</li>
+
                                                    following calculation.</li>
                                    </ol></br>
+
                                            </ol></br>
  
                                    <p class="pcontent">
+
                                            <p class="pcontent">
                                        After these two assumptions, the Xylose Consumption Index is designed to
+
                                                After these two assumptions, the Xylose Utilization Index is designed to
                                        evaluate
+
                                                evaluate
                                        the carbon fixation ability of each strain. The definition of the index is
+
                                                the carbon fixation ability of each strain. The definition of the index is
                                        xylose
+
                                                xylose
                                        consumption over O.D. 600. O.D. 600 measurement can be viewed as the weight of
+
                                                consumption over O.D. 600. O.D. 600 measurement can be viewed as the weight of
                                        carbon of the bacteria. The index shows the ratio of xylose consumption per
+
                                                carbon of the bacteria. The index shows the ratio of xylose consumption per
                                        biomass. For wild type E. coli, it only consumes xylose (the sole carbon source
+
                                                biomass. For wild-type <i>E. coli</i>, it only consumes xylose (the sole carbon
                                        provided in our medium) as its carbon source. Although some native E. coli
+
                                                source
                                        pathway
+
                                                provided in our medium) as its carbon source. Although some native <i>E. coli</i>
                                        may utilize CO2 (such as lipid synthesis), the amount is too small to consider.
+
                                                pathway
                                        As
+
                                                may utilize CO<sub>2</sub> (such as lipid synthesis), the amount is too small
                                        for engineered strain, carbon dioxide can be utilized as it’s carbon source. By
+
                                                to consider.
                                        producing same amount of carbon biomass, it requires less xylose. We can thus
+
                                                As
                                        compare the XUI of each strain to determine the possible strain that fix
+
                                                for engineered strain, carbon dioxide can be utilized as it’s carbon source. By
                                        carbon.
+
                                                producing the same amount of carbon biomass, it requires less xylose. We can
                                        The less the XUI in the sample, the more possibility that it fix carbon.
+
                                                thus
                                    </p>
+
                                                compare the XUI of each strain to determine the strain that fixes
 +
                                                carbon.
 +
                                                The less the XUI in the sample, the more possibility that it fixes carbon.
 +
                                            </p>
 +
                                            <p class="pcontent">$${XUI = {{xylose \  consumption \ (g/l)} \over {O.D. 600}}}$$</p>
 +
                                            <img class="contentimg" src="https://static.igem.org/mediawiki/2018/1/1b/T--NCKU_Tainan--CO2_results.gif">
  
                                    <img class="contentimg" src=" ">
+
                                            <p class="pcontent">
 +
                                                We use the Dinitrosalicylic Acid (DNS) reducing sugar assay to measure the
 +
                                                xylose
 +
                                                concentration in the medium. Under base solution, DNS will turn to brown color
 +
                                                while reacting with reductive sugar in high temperature. In the specific
 +
                                                temperature range, the color will have a linear relationship with the reductive
 +
                                                sugar
 +
                                                concentration. We can thus measure the xylose concentration at O.D.540.
 +
                                            </p>
  
                                    <p class="pcontent">
+
                                            <img class="contentimg fig11" src="https://static.igem.org/mediawiki/2018/3/3f/T--NCKU_Tainan--Results_Fig_10.PNG">
                                        We use the Dinitrosalicylic Acid (DNS) reducing sugar assay to measure the
+
                                        xylose
+
                                        concentration in the medium. Under base solution, DNS will turn to brown color
+
                                        while reacting with reductive sugar in high temperature. In the specific
+
                                        temperature range, the color will have linear relationship with the reductive
+
                                        sugar
+
                                        concentration. We can thus measure the xylose concentration at O.D.540.
+
                                    </p>
+
  
                                    <img class="contentimg" src=" ">
+
                                            <p class="pcontent">
 +
                                                Fig 13. Shows the calibration line of DNS assay kit.
 +
                                            </p></br>
  
                                    <p class="pcontent">
+
                                            <p class="pcontent">
                                        Fig. 10 Shows the calibration line of DNS assay kit.
+
                                                Before measuring the XUI, we observe the growth curve of each strain. We found
                                    </p></br>
+
                                                out
 
+
                                                that W3110 (L5T7) constructed strain cannot grow in altered M9 solution.
                                    <p class="pcontent">
+
                                                W3110 (L5T7)
                                        Before measuring the XUI, we observe the growth curve of each strain. We found
+
                                                is a newly constructed strain, we are not quite certain its characteristic. We
                                        out
+
                                                eliminate this strain from the following experiment. BL21 (DE3) and W3110
                                        that W3110(L5T7) constructed strain cannot grow in altered M9 solution.
+
                                                constructed strains show little growth after 24 hours.
                                        W3110(L5T7)
+
                                            </p>
                                        is a newly constructed strain, we are not quite certain its characteristic. We
+
                                            <img class="contentimg fig12" src="https://static.igem.org/mediawiki/2018/5/51/T--NCKU_Tainan--Results_Fig_11.PNG">
                                        eliminate this strain from the following experiment. BL21(DE3) and W3110
+
                                        constructed strains show little growth after 24 hours.
+
                                    </p>
+
 
+
 
+
 
+
                                    <img class="contentimg" src=" ">
+
 
+
                                    <p class="pcontent">
+
                                        Fig. 11 shows the growth of W3110(L5T7), BL21(DE3), W3110 incubated in normal
+
                                        incubator for 24 hours. The growth of W3110(L5T7) is not obvious while other
+
                                        strains shows growth after 24hours.
+
                                    </p></br>
+
  
                                     <h8>Total solution check: Function of Rubisco</h8>
+
                                            <p class="pcontent">
 +
                                                Fig 14. shows the growth of engineered (contains Rubisco and PRK) W3110 (L5T7), BL21 (DE3), W3110 incubated in normal
 +
                                                incubator for 24 hours. The growth of W3110 (L5T7) is not obvious while other
 +
                                                strains show growth after 24hours.
 +
                                            </p></br>
 +
                                        </div>
 +
                                    </div>
 +
                                    <br>
 +
                                     <h8>Total solution check: Function of Rubisco</h8></br></br>
  
 
                                     <p class="pcontent">
 
                                     <p class="pcontent">
 
                                         We then utilized XUI to evaluate the function of each enzyme in the pathway. We
 
                                         We then utilized XUI to evaluate the function of each enzyme in the pathway. We
                                         first check the function of Rubisco in BL21(DE3) strain. Rubisco enzyme with
+
                                         first check the function of Rubisco in BL21 (DE3) strain. Rubisco enzyme with
 
                                         promoter P<sub>T7</sub> (<a href="http://parts.igem.org/Part:BBa_K2762011"
 
                                         promoter P<sub>T7</sub> (<a href="http://parts.igem.org/Part:BBa_K2762011"
 
                                             style="color:#28ff28;">BBa_K2762011</a>) was cloned into pSB1C3 and PRK
 
                                             style="color:#28ff28;">BBa_K2762011</a>) was cloned into pSB1C3 and PRK
 
                                         with promoter P<sub>LacI</sub> (<a href="http://parts.igem.org/Part:BBa_K2762007"
 
                                         with promoter P<sub>LacI</sub> (<a href="http://parts.igem.org/Part:BBa_K2762007"
                                             style="color:#28ff28;">BBa_K2762007</a>)was cloned into pSB3K3. Both
+
                                             style="color:#28ff28;">BBa_K2762007</a>) was cloned into pSB3K3. Both
                                         plasmids were then co-transformed into BL21(DE3). We
+
                                         plasmids were then co-transformed into BL21 (DE3). We
                                         measure the XUI of the strain and compare to the control that IPTG was not
+
                                         measured the XUI of the strain and compared them with the control group that IPTG was not
                                         added and BL21(DE3) without plasmid. IPTG can induce the promoter
+
                                         added and BL21 (DE3) without plasmid. IPTG can induce the promoter
 
                                         P<sub>T7</sub> to produce the downstream enzyme. The growth of each strain is
 
                                         P<sub>T7</sub> to produce the downstream enzyme. The growth of each strain is
 
                                         first examined. The IPTG induced strain showed growth retard. We assume the
 
                                         first examined. The IPTG induced strain showed growth retard. We assume the
 
                                         cause of growth retard is due to the pressure from overexpressing the protein
 
                                         cause of growth retard is due to the pressure from overexpressing the protein
                                         rubisco. The control strain without IPTG induction produce less rubisco enzyme
+
                                         Rubisco. The control strain without IPTG induction produce less Rubisco enzyme
                                         than the experiment and had less pressure. We then compare the XUI of each
+
                                         than the experiment and has less pressure. We then compare the XUI of each
                                         strain and discovered that control strain without IPTG induction produce less
+
                                         strain and discovered that control strain without IPTG induction produces less
                                         rubisco enzyme than the experiment. Without rubisco, the bypass pathway is not
+
                                         Rubisco enzyme than the experiment. Without Rubisco, the bypass pathway is not
                                         capable of using CO2. We found out that the strain without Rubisco has higher
+
                                         capable of using CO<sub>2</sub>. We found out that the strain without Rubisco
                                         XUI, symbolizing that rubisco is essential in carbon fixation pathway.
+
                                        has higher
 +
                                         XUI, symbolizing that Rubisco is essential in the carbon fixation pathway.
 
                                     </p>
 
                                     </p>
  
                                     <img class="contentimg col-6" src=" ">
+
                                     <img class="contentimg col-6" src="https://static.igem.org/mediawiki/2018/3/35/T--NCKU_Tainan--Results_fig_13.png">
  
                                     <img class="contentimg col-6" src=" ">
+
                                     <img class="contentimg col-6" src="https://static.igem.org/mediawiki/2018/0/0e/T--NCKU_Tainan--Results_fig_14.png">
  
 
                                     <p class="pcontent">
 
                                     <p class="pcontent">
                                         Fig. 12 Shows the growth and XUI measured in 5% CO2 incubation of 12 hours
+
                                         Fig 15. Shows the growth and XUI measured in 5% CO<sub>2</sub> incubation for 12
                                         respectively. Lower growth of the strain that contains. The XUI of the strain
+
                                        hours
 +
                                         respectively. The strain that contains PRK and Rubisco shows little growth. The XUI of the strain
 
                                         that contains both Rubisco and PRK shows statistically significant decrease
 
                                         that contains both Rubisco and PRK shows statistically significant decrease
 
                                         compare to strain without both enzymes.</br>
 
                                         compare to strain without both enzymes.</br>
 
                                     </p></br>
 
                                     </p></br>
  
                                     <h8>Total solution check: Function of CA</h8>
+
                                     <h8>Total solution check: Function of CA</h8></br></br>
  
 
                                     <p class="pcontent">
 
                                     <p class="pcontent">
 
                                         From the above results, we discovered that although Rubisco and
 
                                         From the above results, we discovered that although Rubisco and
                                         Prk alone can enhance the utilization rate of carbon dioxide, the growth and
+
                                         PRK alone can enhance the utilization rate of carbon dioxide, the growth and
 
                                         utilization ability didn’t meet our expectations. The third important enzyme
 
                                         utilization ability didn’t meet our expectations. The third important enzyme
 
                                         came into play: CA enzyme. We cloned Rubisco (<a href="http://parts.igem.org/Part:BBa_K2762011"
 
                                         came into play: CA enzyme. We cloned Rubisco (<a href="http://parts.igem.org/Part:BBa_K2762011"
 
                                             style="color:#28ff28;">BBa_K2762011</a>) into pSB1C3 and
 
                                             style="color:#28ff28;">BBa_K2762011</a>) into pSB1C3 and
 
                                         cloned PRK with P<sub>LacI</sub> promoter and CA with P<sub>T7</sub>
 
                                         cloned PRK with P<sub>LacI</sub> promoter and CA with P<sub>T7</sub>
                                         promoter(<a href="http://parts.igem.org/Part:BBa_K2762013" style="color:#28ff28;">BBa_K2762013</a>)
+
                                         promoter (<a href="http://parts.igem.org/Part:BBa_K2762013" style="color:#28ff28;">BBa_K2762013</a>)
                                         into pSB3K3. Two plasmids are then co-transformed into BL21(DE3). We measured
+
                                         into pSB3K3. Two plasmids are then co-transformed into BL21 (DE3). We measured
 
                                         the
 
                                         the
 
                                         XUI of this strain and compare with the previous strain that only contains PRK
 
                                         XUI of this strain and compare with the previous strain that only contains PRK
 
                                         and Rubisco. We found out that CA can raise the growth and lower the XUI. We
 
                                         and Rubisco. We found out that CA can raise the growth and lower the XUI. We
                                         infer that CA can enhance the intracellular CO2 concentration and thus increase
+
                                         infer that CA can enhance the intracellular CO<sub>2</sub> concentration and
 +
                                        thus increase
 
                                         the carbon flux of the bypass pathway. The efficiency of the bypass pathway is
 
                                         the carbon flux of the bypass pathway. The efficiency of the bypass pathway is
 
                                         thus been increased.
 
                                         thus been increased.
 
                                     </p>
 
                                     </p>
  
                                     <img class="contentimg col-6" src=" ">
+
                                     <img class="contentimg col-6" src="https://static.igem.org/mediawiki/2018/9/99/T--NCKU_Tainan--Results_fig_15.png">
  
                                     <img class="contentimg col-6" src=" ">
+
                                     <img class="contentimg col-6 fig14_2" src="https://static.igem.org/mediawiki/2018/5/54/T--NCKU_Tainan--Results_fig_16.png">
  
 
                                     <p class="pcontent">
 
                                     <p class="pcontent">
                                         Fig. 13 Shows the growth and XUI comparison of each strains. All the tested
+
                                         Fig 16. Shows the growth and XUI comparison of each strain. All the tested
                                         strains are incubated in 5% CO2 incubator for 12 hr. 0.1mM of IPTG was added to
+
                                         strains are incubated in 5% CO<sub>2</sub> incubator for 12 hr. 0.1mM of IPTG
                                         induce the protein expression. We can observe that growth speed of the
+
                                        was added to
                                         construction has been increased with the CA, and the XUI of the strain that
+
                                         induce protein expression. We can observe that growth speed of the
 +
                                         construction has been increased with the CA and the XUI of the strain that
 
                                         contains complete three enzymes was the lowest compared to the strain without
 
                                         contains complete three enzymes was the lowest compared to the strain without
 
                                         plasmid or the strain that only contains PRK and Rubisco, stating that three
 
                                         plasmid or the strain that only contains PRK and Rubisco, stating that three
                                         enzymes are required to optimized the carbon fixing bypass pathway.
+
                                         enzymes are required to optimize the carbon fixing bypass pathway.
 
                                     </p></br>
 
                                     </p></br>
  
                                     <h8>XUI Comparison between BL21(DE3) and W3110</h8>
+
                                     <h8>XUI Comparison between BL21 (DE3) and W3110</h8></br></br>
  
 
                                     <p class="pcontent">
 
                                     <p class="pcontent">
                                         We then compare the XUI value between BL21(DE3) and W3110 constructed strain.
+
                                         We then compare the XUI value between BL21 (DE3) and W3110 constructed strain.
                                         When we design our IDT sequence, we link the CA directly to the promoter PLacI,
+
                                         When we design our IDT sequence, we link the CA directly to the promoter P<sub>LacI</sub>,
 
                                         so we could not transform CA construct into W3110 strain. We thus compare the
 
                                         so we could not transform CA construct into W3110 strain. We thus compare the
 
                                         XUI of strains that only contains Rubisco and PRK (<a href="http://parts.igem.org/Part:BBa_K2762011"
 
                                         XUI of strains that only contains Rubisco and PRK (<a href="http://parts.igem.org/Part:BBa_K2762011"
                                             style="color:#28ff28;">BBa_K2762011</a>) ,
+
                                             style="color:#28ff28;">BBa_K2762011</a>),
 
                                         (<a href="http://parts.igem.org/Part:BBa_K2762007" style="color:#28ff28;">BBa_K2762007</a>).
 
                                         (<a href="http://parts.igem.org/Part:BBa_K2762007" style="color:#28ff28;">BBa_K2762007</a>).
                                         We found out that both strain shows similar trend: the XUI will
+
                                         We found out that both strains show similar trend: the XUI will
 
                                         be lower with the expression of the constructed protein. The growth condition
 
                                         be lower with the expression of the constructed protein. The growth condition
 
                                         of both constructed strains is similar for the first 12 hours. We then compare
 
                                         of both constructed strains is similar for the first 12 hours. We then compare
                                         the difference of XUI between two E. coli strain. We found out that both strain
+
                                         the difference of XUI between two <i>E. coli</i> strain. We found out that both
                                         shows similar trend: the XUI will be lower with the expression of the
+
                                        strain
                                        constructed protein. HoweverW3110 has a higher XUI compared with BL21(DE3) in
+
                                         shows similar trend: the XUI will be lower with the expression of the constructed protein. However, W3110 has a higher XUI compared with BL21 (DE3) in
 
                                         constructed strain as well as the strain without plasmid. We infer two reasons
 
                                         constructed strain as well as the strain without plasmid. We infer two reasons
 
                                         that cause the difference of XUI:
 
                                         that cause the difference of XUI:
Line 476: Line 514:
  
 
                                     <ol>
 
                                     <ol>
                                         <li>W3110 “wildtype” strain has more flexible metabolic network but consumes
+
                                         <li>W3110 “wildtype” strain has more flexible metabolic network. The carbon flux to pentose phosphate pathway of W3110 is more than that of BL21 (DE3) and thus consumes
                                             more xylose compare to lab strains such as BL21(DE3).</li>
+
                                             more xylose compare to lab strains such as BL21 (DE3).</li>
  
                                         <li>The constructed protein expression in W3110 may be less than BL21(DE3) lab
+
                                         <li>The constructed protein expression in W3110 may be less than BL21 (DE3) lab
                                             strain. BL21(DE3) commonly used to express protein. We inferred that with
+
                                             strain. BL21 (DE3) is commonly used to express protein. We inferred that with
                                             more protein been expressed, the bypass pathway in BL21(DE3) will be more
+
                                             more protein been expressed, the bypass pathway in BL21 (DE3) will be more
 
                                             favored than the W3110 strain.</li>
 
                                             favored than the W3110 strain.</li>
 
                                     </ol>
 
                                     </ol>
  
                                     <img class="contentimg col-6" src=" ">
+
                                     <img class="contentimg col-6" src="https://static.igem.org/mediawiki/2018/0/0c/T--NCKU_Tainan--Results_fig_17.png">
  
                                     <img class="contentimg col-6" src=" ">
+
                                     <img class="contentimg col-6 fig14_2" src="https://static.igem.org/mediawiki/2018/5/52/T--NCKU_Tainan--Results_fig_18.png">
  
 
                                     <p class="pcontent">
 
                                     <p class="pcontent">
                                         Fig. 14 Shows the growth and the XUI of BL21(DE3) and W3110 strains.
+
                                         Fig 17. Shows the growth and the XUI of BL21 (DE3) and W3110 strains.
 
                                     </p></br>
 
                                     </p></br>
  
 
                                     <p class="pcontent">
 
                                     <p class="pcontent">
                                         We finally concluded that the efficiency of the bypass pathway in BL21(DE3) is
+
                                         We finally concluded that the efficiency of the bypass pathway in BL21 (DE3) is
 
                                         better than that in the W3110 strain.
 
                                         better than that in the W3110 strain.
 
                                     </p></br>
 
                                     </p></br>
  
                                     <h8>Incubation under different CO2 concentration</h8>
+
                                     <h8>Incubation under different CO<sub>2</sub> concentration</h8></br></br>
  
 
                                     <p class="pcontent">
 
                                     <p class="pcontent">
                                         Finally, we compare the XUI under different CO2 concentration. We incubated the
+
                                         Finally, we compare the XUI under different CO<sub>2</sub> concentration. We
                                         bacteria in normal incubator without CO2 input and the cell culture incubator
+
                                        incubated the engineered
                                         that maintains 5% C02 concentration. We observed that the strain in 5% CO2
+
                                         bacteria in normal incubator without CO<sub>2</sub> input and the cell culture
                                         incubator has lower the XUI. The supply of sufficient CO2 can increase the
+
                                        incubator
                                         efficiency of the bypass pathway and enhance the growth. We can concluded that
+
                                         that maintains 5% CO<sub>2</sub> concentration. We observed that the strain in
                                         our constructed pathway can be utilize carbon dioxide as one of its carbon
+
                                        5% CO<sub>2</sub>
 +
                                         incubator has lower the XUI. The supply of sufficient CO<sub>2</sub> can
 +
                                        increase the
 +
                                         efficiency of the bypass pathway and enhance the growth. We can conclude that
 +
                                         our constructed pathway can utilize carbon dioxide as one of its carbon
 
                                         source from this result.
 
                                         source from this result.
 
                                     </p>
 
                                     </p>
  
                                     <img class="contentimg col-6" src=" ">
+
                                     <img class="contentimg col-6" src="https://static.igem.org/mediawiki/2018/6/67/T--NCKU_Tainan--Results_Fig_15.PNG">
  
                                     <img class="contentimg col-6" src=" ">
+
                                     <img class="contentimg col-6 fig16_2" src="https://static.igem.org/mediawiki/2018/7/71/T--NCKU_Tainan--Results_fig_20.png">
  
 
                                     <p class="pcontent">
 
                                     <p class="pcontent">
                                         Fig. 15 The comparison of the growth and the XUI of the BL21(DE3) that contains
+
                                         Fig 18. The comparison of the growth and the XUI of the BL21 (DE3) that contains
                                         all three enzymes in normal incubator and 5% CO2 incubator. The strain grown in
+
                                         all three enzymes in normal incubator and 5% CO<sub>2</sub> incubator. The
                                         CO2 incubator shows better growth and lower XUI, which indicates that our
+
                                        strain grown in
                                         strain can use CO2 as a carbon source in the presence of high CO2 level.
+
                                         CO<sub>2</sub> incubator showed better growth and lower XUI, which indicates
 +
                                        that our
 +
                                         strain can use CO<sub>2</sub> as a carbon source in the presence of high CO<sub>2</sub>
 +
                                        level.
 
                                     </p>
 
                                     </p>
  
Line 527: Line 572:
  
 
                             <div id="Carbon_fixation">
 
                             <div id="Carbon_fixation">
                                 </br></br></br></br>
+
                                 <h3>Carbon fixation</h3>
                                 <h3>Estimation of the amount of the carbon fixation</h3>
+
                                <div class="row">
                                 <div id="pt">
+
                                    <a class="btn col-md-12" data-toggle="collapse" href="#Estimation_Carbon_fixation" role="button" aria-expanded="false" aria-controls="multiCollapseExample1">
                                     <p class="pcontent">
+
                                        Amount of Carbon Fixed: 0.575 mg / l * hr
                                        To find out how much and how efficient genetically engineered E. coli can fix
+
                                        <i class="fa fa-arrow-down fa-10" aria-hidden="true"></i>
                                        carbon dioxide, we use the material balance concept to evaluate the
+
                                    </a>
                                        heterotrophic CO2 fixation process. Consider a system composed of a single
+
                                 </div>    
                                        component, the general material balance can be written as:
+
                                 <div class="collapse multi-collapse" id="Estimation_Carbon_fixation">
 +
                                     <div class="card card-body">
 +
                                        <div id="pt">
 +
                                            <p class="pcontent">
 +
                                                    To find out how much and how efficient genetically engineered <i>E. coli</i>
 +
                                                    can fix
 +
                                                    carbon dioxide, we use the material balance concept to evaluate the
 +
                                                    heterotrophic CO<sub>2</sub> fixation process. Consider a system composed of a
 +
                                                    single
 +
                                                    component, the general material balance can be written as:
  
                                        $${\{Input\ to\ the\ system\}\ –\ \{Output\ to\ the\ system\}\ =\
+
                                                    $${\{Input\ to\ the\ system\}\ –\ \{Output\ to\ the\ system\}\ =\
                                        \{Accumulation\ in\ the\ syste\}}$$
+
                                                    \{Accumulation\ in\ the\ system\}}$$
  
                                        A system can be defined as an arbitrary portion of a process considered for
+
                                                    A system can be defined as an arbitrary portion of a process considered for
                                        analysis, in which in this case, is an engineered carbon capturing E. coli.
+
                                                    analysis, in which in this case, is an engineered carbon capturing <i>E. coli</i>.
                                    </p>
+
                                            </p>
                                </div>
+
                                        </div>
  
                                <img class="contentimg" src="">
+
                                        <img class="contentimg" src="">
  
                                <div id="pt">
+
                                        <div id="pt">
                                    <p class="pcontent">
+
                                            <p class="pcontent">
                                        The engineered E. coli BL21(DE3) are cultured in M9 medium with formula
+
                                                    The engineered <i>E. coli</i> BL21 (DE3) is cultured in M9 medium with formula
                                        adjusted so that xylose is the sole carbon source. The aforementioned M9 Medium
+
                                                    adjusted so that xylose is the sole carbon source. The aforementioned M9 Medium
                                        contains
+
                                                    contains
                                        0.4% xylose and 1/1000 LB medium (the carbon consumed from LB medium can be
+
                                                    4 (g/l) xylose and 1/1000 LB medium (the carbon consumed from LB medium can be
                                        ignored). By applying the law of conservation of mass, which states that mass
+
                                                    ignored). By applying the law of conservation of mass, which states that mass
                                        may neither be created nor destroyed, the material balance for carbon in an
+
                                                    may neither be created nor destroyed, the material balance for carbon in an
                                        engineered E. coli may simply be written as
+
                                                    engineered <i>E. coli</i> may simply be written as
  
                                        $${\{C_{CO_2}\ in\}\ +\ \{C_{xylose}\}\ -\ \{C_{CO_2}\ out\}\ -\ \{C_{waste}\}\
+
                                                    $${\{C_{CO_2}\ in\}\ +\ \{C_{xylose}\}\ -\ \{C_{CO_2}\ out\}\ -\ \{C_{waste}\}\
                                        =\ \{C_{biomass}\}...(1)}$$
+
                                                    =\ \{C_{biomass}\}...(1)}$$
  
                                        Considering the difficulties in measuring carbon in E. coli metabolic waste and
+
                                                    Considering the difficulties in measuring carbon in <i>E. coli</i> metabolic
                                        that C<sub>waste</sub> would be positive, the equation reduces to
+
                                                    waste and
 +
                                                    that C<sub>waste</sub> would be positive, the equation reduces to
  
                                        $${\{C_{CO_2}\ in\}\ -\ \{C_{CO2}\ out\}\ ≥\ \{C_{biomass}\}\ -\
+
                                                    $${\{C_{CO_2}\ in\}\ -\ \{C_{CO_2}\ out\}\ ≥\ \{C_{biomass}\}\ -\
                                        \{C_{xylose}\}...(2)}$$
+
                                                    \{C_{xylose}\}...(2)}$$
  
                                        Let {C<sub>CO<sub>2</sub></sub> net}= {C<sub>CO<sub>2</sub></sub> in} - {C<sub>CO<sub>2</sub></sub>
+
                                                    Let {C<sub>CO<sub>2</sub></sub> net}= {C<sub>CO<sub>2</sub></sub> in} - {C<sub>CO<sub>2</sub></sub>
                                        out}, equation (2) further simplifies to
+
                                                    out}, equation (2) further simplifies to
  
                                        $${\{C_{CO_2}\ net\}\ ≥\ \{C_{biomass}\}\ -\ \{C_{xylose}\}...(3)}$$
+
                                                    $${\{C_{CO_2}\ net\}\ ≥\ \{C_{biomass}\}\ -\ \{C_{xylose}\}...(3)}$$
  
                                        If C<sub>waste</sub> is very small and negligible, we can obtain the net amount
+
                                                    If C<sub>waste</sub> is very small and negligible, we can obtain the net amount
                                        of carbon
+
                                                    of carbon
                                        dioxide fixed over time. If, on the contrary, C<sub>waste</sub> cannot be
+
                                                    dioxide fixed over time. If, on the contrary, C<sub>waste</sub> cannot be
                                        neglected,
+
                                                    neglected,
                                        equation (3) allows us to estimate the minimum net amount of carbon dioxide
+
                                                    equation (3) allows us to estimate the minimum net amount of carbon dioxide
                                        fixed.
+
                                                    fixed.
                                    </p>
+
                                            </p>
  
                                    <p class="pcontent">
+
                                            <p class="pcontent">
                                        C<sub>biomass</sub> can be calculate by multiplying O.D. 600 to DCW and mass
+
                                                    C<sub>biomass</sub> can be calculate by multiplying O.D. 600 to DCW and mass
                                        percent of carbon in E. coli biomass. The O.D. 600 of engineered E. coli is
+
                                                    percent of carbon in <i>E. coli</i> biomass. The O.D. 600 of engineered <i>E.
                                        measured after a 12-hour cultivation and the result obtained is 0.45O.D. . Yin
+
                                                        coli</i> is
                                        Li et al. reported that dry cell weight (DCW) of E. coli is
+
                                                    measured after a 12-hour cultivation and the result obtained is 0.45O.D. . Yin
 +
                                                    Li et al. reported that dry cell weight (DCW) of <i>E. coli</i> is
  
                                        $${0.35g\over L ∙ 𝑂.𝐷. 600}$$
+
                                                    $${0.35g\over L ∙ 𝑂.𝐷. 600}$$
 +
 
 +
                                                    , determined by experiment. <i>E. coli</i> biomass contains 48% of carbon by
 +
                                                    mass.
 +
 
 +
                                                    $${C_{biomass}\ =\ 0.4511\ ×\ 0.35\ ×\ 48\%}$$
 +
                                                    $${=\ 0.0758\ g/L}$$
 +
                                            </p>
 +
 
 +
                                            <p class="pcontent">
 +
                                                    On the other hand, C<sub>xylose</sub> can be calculated by multiplying the
 +
                                                    amount of
 +
                                                    xylose consumed per unit volume of broth to the mass percent of carbon in
 +
                                                    xylose. Xylose consumption is calculated by using a DNS kit that measures the
 +
                                                    concentration of reducing sugar and the result obtained is 0.1723g of xylose
 +
                                                    consumed per liter of M9 medium. Carbon mass percentage of xylose
 +
                                                    is 40%.
 +
 
 +
                                                    $${C_{xylose}\ =\ 0.1723\ ×\ 40\%\ =\ 0.0689\ g/L}$$
 +
 
 +
                                                    By equation (3)
 +
 
 +
                                                    $${C_{CO_2\ net}\ =\ 0.0758\ -\ 0.0689}$$
 +
 
 +
                                                    $${=\ 0.0069\ g/L}$$
 +
 
 +
                                                    Since the <i>E. coli</i> has been cultured for 12 hours, we can calculate the
 +
                                                    rate of
 +
                                                    carbon fixation by
 +
 
 +
                                                    $${Rate\ of\ carbon\ fixation\ =\ {𝐶_{𝐶𝑂_2\ 𝑛𝑒𝑡}\over 12}}$$
 +
 
 +
                                                    $${=\ {0.0069\over 12}}$$
 +
 
 +
                                                    $${=\ 0.575\ {mg\over L ∙hr}}$$
 +
 
 +
                                                    To find out how much carbon in biomass comes from the carbon in CO2 captured by the heterotrophic microbes, we can divide equation (3) by the mass percentage of carbon in biomass:
  
                                        , determined by experiment. E. coli biomass contains 48% of carbon by mass (or
 
                                        weight?).
 
  
                                        $${C_{biomass}\ =\ 0.45\ ×\ 0.35\ ×\ 48%\ =\ 0.0756\ g/L}$$
 
 
                                     </p>
 
                                     </p>
 +
                                    <p class="pcontent">$${{{ \{ CO_{2 net}} \} \over \{ {C_{biomass}} \} } \geq {1 - 
 +
{ \{ {C_{xylose}} \} \over \{ {C_{biomass}} \} }}}$$</p>
 +
<p class="pcontent">We can thus calculate the ratio with our experiment results:</p>
 +
                                    <p class="pcontent">$${{Ratio \ of \ carbon \ in \ CO_2 \ fixed \ to \ carbon \ in \ biomass} = {1 -{0.0689 \over 0.0758}} = 9.1 \%}$$
 +
                                            </p>
 +
                                        </div>
 +
                                    </div>
 +
                                </div>
 +
                            </div>
  
 +
                            <div id="pH_Senesing">
 +
                                <h3>pH sensing system</h3>
 +
 +
                                </br>
 +
                                <h8>Achievements:</h8></br>
 +
 +
                                <ol>
 +
 +
                                    <li>Construct the pH sensing system</li>
 +
 +
                                    <li>Measure and characterize the short-term fluorescence intensity of P<sub>asr</sub> (<a href="http://parts.igem.org/Part:BBa_K1231000"
 +
                                            style="color:#28ff28;">BBa_K1231000</a>)</li>
 +
 +
                                    <li>Measure and characterize the long-term fluorescence intensity of P<sub>gadA</sub> (<a href="http://parts.igem.org/Part:BBa_K1962013"
 +
                                            style="color:#28ff28;">BBa_K1962013</a>)</li>
 +
<li>Improve the previous biobrick of P<sub>gadA</sub> (<a href="http://parts.igem.org/Part:BBa_K1962013"
 +
                                            style="color:#28ff28;">BBa_K1962013</a>)</li>
 +
 +
 +
                                </ol></br>
 +
 +
                                </br>
 +
                                <h8>Construction of the pH sensing system</h8></br>
 +
 +
                                <div id="pt">
 
                                     <p class="pcontent">
 
                                     <p class="pcontent">
                                         On the other hand, C<sub>xylose</sub> can be calculated by multiplying the
+
                                         We construct both promoters with PCR, using primer as templates since the size
                                         amount of
+
                                        of it is small. For the construction of P<sub>asr</sub>, we cloned into the
                                         xylose consumed per unit volume of broth to the mass percent of carbon in
+
                                         plasmid that
                                         xylose. Xylose consumption is calculated by using a DNS kit that measures the
+
                                         contains both rbs and GFP. For the construction of P<sub>gadA</sub>, we took
                                         concentration of reducing sugar and the result obtained is 0.172324g of xylose
+
                                         the
                                         consumed per litre of M9 medium. Carbon weight (or mass?) percentage of xylose
+
                                         constructed part from 2016 Dundee iGEM team as a reference. Both parts were
                                        is 40%.
+
                                         then cloned into pSB1C3 plasmid and transformed into BL21 (DE3).
 +
                                    </p>
 +
                                </div>
  
                                        $${C_{xylose}\ =\ 0.172324\ ×\ 40%\ =\ 0.0689296\ g/L}$$
+
                                </br>
 +
                                <h8>Fluorescence intensity measurement of P<sub>asr</sub></h8></br>
  
                                         By equation (3)
+
                                <div id="pt">
 +
                                    <p class="pcontent">
 +
                                         P<sub>asr</sub> (<a href="http://parts.igem.org/Part:BBa_K1231000"
 +
                                            style="color:#28ff28;">BBa_K1231000</a>) is reported to be induced in acidic condition. We think that it
 +
                                        can be used
 +
                                        to report the abnormal acidity of the medium. We thus determine to measure the
 +
                                        fluorescence intensity in a short period of time. We first incubated the
 +
                                        bacteria to log phase (within 2 hour) with LB medium. We then centrifuged the
 +
                                        broth and suspended the pellet with pH modified M9 medium (the pH value is
 +
                                        modified with 1M HCl). We then took the sample and incubate in the 96 well and
 +
                                        measure its fluorescence intensity for every 3 minutes. We found out that the
 +
                                        promoter P<sub>asr</sub> will be induced at the pH value below four within 30 minutes. The
 +
                                        different fluorescence intensity can be observed within 30 minutes. The
 +
                                        fluorescence had the peak at pH value of 4.25.
 +
                                    </p>
  
                                        $${C_{CO_2\ net}\ =\ 0.0756\ -\ 0.0689296}$$
+
                                    <img class="contentimg fig3" src="https://static.igem.org/mediawiki/2018/4/44/T--NCKU_Tainan--Results_fig_21.png">
  
                                        $${=\ 0.0066704\ g/L}$$
+
                                    <p class="pcontent">
 +
                                        Fig 19. The data shows the fluorescence intensity (absorbance: 485 nm,
 +
                                        excitation:
 +
                                        535 nm) expressed by P<sub>asr</sub> in different pH.
 +
                                    </p></br>
  
                                         Since the E. coli has been cultured for 12 hours, we can calculate the rate of
+
                                    <p class="pcontent">
                                         carbon fixation by
+
                                         Based on the data has shown above, we could conclude that P<sub>asr</sub> is an acidic
 +
                                        promoter as it has a high expression of fluorescence at pH 4.25 and pH 5. The
 +
                                        results show that P<sub>asr</sub> constructed pH sensing system can be used as an alert.
 +
                                        When the medium turns acidic, fluorescence can be easily observed. We believe
 +
                                         that this system can also be applied to various bio-detection system.
 +
                                    </p>
  
                                        $${Rate\ of\ carbon\ fixation\ =\ {𝐶_{𝐶𝑂_2}\over 𝑛𝑒𝑡12}}$$
+
                                    </br>
 +
                                    <h8>Fluorescence intensity measurement of P<sub>gadA</sub></h8></br></br>
  
                                         $${=\ 0.0066704\over 12}$$
+
                                    <p class="pcontent">
 +
                                         P<sub>gadA</sub> (<a href="http://parts.igem.org/Part:BBa_K1962013"
 +
                                            style="color:#28ff28;">BBa_K1962013</a>) was previously reported to be induced under neutral and mild
 +
                                        acidic
 +
                                        environment. We measured the fluorescence intensity for 14 hours. We pre-cultured
 +
                                        the strain and incubate the strain with pH modified M9 medium (the pH value is
 +
                                        modified with 1M HCl). The induction of P<sub>gadA</sub> is observed under
 +
                                        neutral and
 +
                                        weak acidic environment.
 +
                                    </p>
  
                                        $${=\ 0.5558\ {g\over L ∙hr}}$$
+
                                    <img class="contentimg fig3" src="https://static.igem.org/mediawiki/2018/a/a3/T--NCKU_Tainan--wifi_pgada_flrescent.png">
  
                                        To find out how much carbon in biomass comes from the carbon in CO2 captured by
+
                                    <p class="pcontent">
                                         the heterotrophic microbes, divide the net amount of carbon fixed by the mass
+
                                         Fig 20. The data shows the fluorescence intensity (absorbance: 485 nm,
                                         percent of carbon in biomass.
+
                                         excitation: 535 nm) expressed by P<sub>gadA</sub> in different pH.
 +
                                    </p>
 +
<br>
 +
<h8>Improvement of P<sub>gadA</sub></h8></br></br>
  
                                         $${Ratio\ of\ carbon\ in\ CO2\ fixed\ to\ carbon\ in\ biomass\ =\
+
                                    <p class="pcontent">
                                         {0.0066704\over 0.0756}}$$
+
                                         We found out that the fluorescence intensity of P<sub>gadA</sub> is much lower
 +
                                        than the
 +
                                        P<sub>asr</sub> and would like to improve the sensitivity of this biobrick. We
 +
                                         thus add a
 +
                                        RiboJ sequence at the downstream of P<sub>gadA</sub>. RiboJ sequence is reported to increase the expression of downstream protein. We thus compare the fluorescence of previous and improved biobrick. We discover that with RiboJ, the protein of down-stream reporter protein is increased.</p>
  
                                         $${=\ 8.82%}$$
+
<img class="contentimg fig3" src="https://static.igem.org/mediawiki/2018/f/fd/T--NCKU_Tainan--PGADA_OMPARISON.png">
 +
 
 +
<p class="pcontent">
 +
                                         Fig 21. The data compares the fluorescence of P<sub>gadA</sub> and P<sub>gadA</sub> with RiboJ sequence.
 +
                                    </p>
 +
<br>
 +
<p class="pcontent">For more information,
 +
                                        please check
 +
                                        the <a href="https://2018.igem.org/Team:NCKU_Tainan/Improve"
 +
                                            style="color:#28ff28;">Improvement</a> page.
 
                                     </p>
 
                                     </p>
 
                                 </div>
 
                                 </div>
 +
                                   
 +
                                <div id="References">
 +
                                    <h3>References</h3>
  
 +
                                    <ol>
 +
                                        <li class="smallp">F. Gong, G. Liu, X. Zhai, J. Zhou, Z. Cai, Y. Li,
 +
                                            Quantitative analysis of an engineered CO<sub>2</sub>-fixing Escherichia Coli
 +
                                            reveals great potential of heterotrophic CO<sub>2</sub> fixation. Biotechnology for
 +
                                            Biofuels,8(1). doi:10.1186/s13068-015-0268-1 </li>
 +
                                        <li class="smallp">U. V. Stockar, J. Liu, Does microbial life always
 +
                                            feed on negative entropy? Thermodynamic analysis of microbial growth.
 +
                                            Biochimica Et Biophysica Acta (BBA) - Bioenergetics,1412(3), 191-211.
 +
                                            doi:10.1016/s0005-2728(99)00065-1 </li>
 +
                                        <li class="smallp">2016 Dundee iGEM team</li>
 +
                                        <li class="smallp"> S. Chakrabarti, S. Bhattacharya, S. K. Bhattacharya,
 +
                                            A nonradioactive assay method for determination of enzymatic
 +
                                            activity of d-ribulose-1,5-bisphosphate carboxylase/oxygenase (Rubisco).
 +
                                            Journal of Biochemical and Biophysical Methods,52(3), 179-187.
 +
                                            doi:10.1016/s0165-022x(02)00072-6</li>
 +
                                    </ol>
 +
 +
                                </div>
 +
                           
  
 
                             </div>
 
                             </div>
Line 643: Line 840:
 
         $(document).ready(function () {
 
         $(document).ready(function () {
 
             $(window).scroll(function () {
 
             $(window).scroll(function () {
                 if ($(this).scrollTop() >= 90) {
+
                 if ($(this).scrollTop() >= 500) {
 
                     var position = $("#sidelist").position();
 
                     var position = $("#sidelist").position();
 
                     if (position == undefined) {} else {
 
                     if (position == undefined) {} else {

Latest revision as of 03:26, 18 October 2018

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