Difference between revisions of "Part:BBa K2062006"

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Line 55: Line 55:
 
     rhlC, respectively.
 
     rhlC, respectively.
 
</p>
 
</p>
 +
 +
  <h1>
 +
                            Convenient quantification of rhamnolipid(BNDS China 2021).
 +
    </h1>
 +
    <p>
 +
       
 +
        Rhamnolipid as a glycolipid, is difficult to quantify due to its lack of characteristic signals under most kinds of spectrometry. A relatively accurate way to quantify rhamnolipid is HPLC-MS, yet it’s expensive and difficult to access especially in high school and small laboratories. Here we(BNDS China 2021) documented a fast and convenient way to quantify it while still maintaining a good accuracy.
 +
    <br/><br/>
 +
The oil spreading method measures the ability of a solution to lower the surface tension and emulsify mixture of hydrophobic and hydrophilic substances. The concentration of rhamnolipid can be demonstrated since its rhamnose head is polar and its lipid tail is non-polar.
 +
<br/><br/>
 +
Before measuring the rhamnolipid concentration of the sample, a standard curve should be created using the same solvent as the sample, in our case is the LB culture. Concentrations are set at 50, 100, 200, 300, 400, 500, 600, 700, 800, 900 mg/L. These standard samples are used to create the standard curve as shown below.
 +
</p >
 +
 +
 +
    <img src="https://2021.igem.org/wiki/images/7/7c/T--BNDS_China--contrbution--Standardcurve.png" alt=""  width="700" />
 +
    <i>
 +
                        Figure 1: the standard curve created with three replicates. (Error bars are too small to be seen for 700-900 mg/L)
 +
 +
    </i>
 +
 +
From the curve we can observe significant trend between 50 mg/L – 500 mg/L, yet as the concentration increase, its difference in the diameters decrease. By using quadratic regression, we found a line of best fit with R2=0.9848. Showing that the curve y = -0.1016x2 + 1.7694x - 1.0383 is reliable. ANOVA test further supported this, the p-value between 50 – 500 mg/L are smaller than 5%, in which we can reject the null hypothesis and accept that differences are significant between these groups. However, p-value gets greater and reaches 0.8 between 500 and 600 mg/L, this implies that as the concentration increases, the results become unreliable and we cannot accurately predict the sample’s concentration using the diameters. To solve this problem, the size of the petri dish, the amount of paraffin added, and the amount of sample added can be adjusted so until the sample lies in the reliable region. 
 +
<br/><br/>
 +
 +
Method:<br/><br/>
 +
1. Dissolve 2 g of Sudan II into 50 ml of liquid paraffin, mix thoroughly until it’s entirely dissolved with no visible clumps of the solute. The solution should be dark red.
 +
<br/><br/>
 +
2. Add 30 ml of deionized water into a 90mm petri dish.
 +
<br/><br/>
 +
3. Add 6 ml of the paraffin solution with pipette. Be careful so that the paraffin stays on the surface of the water and forms a thin layer that covers the entire surface. Do not let the paraffin sink to the bottom of the petri dish.
 +
<br/><br/>
 +
4. Add 30ul of the prepared sample into the center of the paraffin layer. Measure and record the diameter of the water circle the expands from the center. Do this immediately, otherwise the circle will shrink and lead to systematic error.
 
   <h1 id="putida">Mutant rhlC <em>P. putida</em> produces
 
   <h1 id="putida">Mutant rhlC <em>P. putida</em> produces
 
     di-rhamnolipids</h1>
 
     di-rhamnolipids</h1>
Line 81: Line 112:
 
     to the production of rhamnolipid. Therefore, for
 
     to the production of rhamnolipid. Therefore, for
 
     SFC-MS analysis, our mutant strain <em>P. putida</em> RhlABC was grown in LB supplemented
 
     SFC-MS analysis, our mutant strain <em>P. putida</em> RhlABC was grown in LB supplemented
     with glucose. From the SFC-MS data, it was found
+
     with 50 g/L of glucose for 24 hours. From the SFC-MS data, it was found
     that the mutant strain when transformed with rhlAB and rhlC gene
+
     that approximately 142 &#x00b5;g/mL of
 +
    rha-C<sub>10</sub>-C<sub>10</sub> and 3.524 &#x00b5;g/mL of
 +
    rha-rha-C<sub>10</sub>-C<sub>10</sub> were detected.
 
   </p>
 
   </p>
 
   <figure>
 
   <figure>
     <img src="https://static.igem.org/mediawiki/parts/a/ab/RhlABC1.png" alt="E. coli" width="700">
+
     <img src="https://static.igem.org/mediawiki/parts/9/9c/RhlABC1.png" alt="mono-rhamnolipids production" width="700">
 
   </figure>
 
   </figure>
 
   <figure>
 
   <figure>
     <img src="https://static.igem.org/mediawiki/parts/a/ab/RhlABC2.png" alt="E. coli" width="700">
+
     <img src="https://static.igem.org/mediawiki/parts/a/ab/RhlABC2.png" alt="di-rhamnolipids production" width="700">
 
   </figure>
 
   </figure>
  
  <p>
+
<h1 id="Mosqitoes">Di-Rhamnolipids repel <em>Aedes Aegypti</em></h1>
    We have also tested the mutant strain of <em>S. aureus</em>
+
<p>
    RN4220, the strain that carries shuttle vector for
+
In order to quantify how effectively rhamnolipids repel mosquitoes, we conducted mosquito feeding and landing assays. <em>Aedes aegypti</em>, the species of mosquito observed to carry Zika virus, were grown from larval stage, and females were sorted at the pupae or adult stage. Since only females consume blood for reproduction, we were only interested in using them for the assays.
    <em>S. epidermidis</em>. Unfortunately, SFC-MS data didn't
+
</p>
    show any production of rhamnolipids from <em>S. aureus</em>
+
<p>
    strain.
+
One day before experiment, 50 total mosquitos (with 30 females) were isolated in cages and starved from 23-25 hours. Each cage was then taken to a warm room (~30 oC), and the cage was covered with wet paper towels to preserve humidity.  For each trial, our blood feeding system (Figure) was placed on top of the cage each with a cotton gauze soaked with either negative control water, 1 mg/mL mono-rhamnolipid solution, 1 mg/mL di-rhamnolipid solution, or positive control 25% DEET, and the mosquito activity was videotaped for 1 hour.  Afterwards, the cage was taken to the cold room to paralyze the assayed mosquitoes, and mosquitoes that had consumed blood were counted.  It is important to note that the age of female mosquitoes and the time of feeding played an important role in how mosquitoes behave.  Typically, it is optimum to use female mosquitoes of age from 4-6 days for feeding assays as any mosquitoes older than this age range will be too old to reproduce, and thereby not needing to drink blood.  Furthermore, their feeding is most active 4 hours before dusk.  Some of our trials that didn’t meet these criteria did not result in any feeding, but we did observe significant difference in landing between the control and rhamnolipids. Our landing assay results showed that while DEET was the strongest mosquito repellent with no landings or fed mosquitos, 1 mg/mL mono and di-rhamnolipid still showed statistically significant repulsion as shown in the graph below.
  </p>
+
</p>
  <figure>
+
<figure>
     <img src="https://static.igem.org/mediawiki/2016/a/a3/Ecoli-sfc-2.png" alt="E. coli" width="700">
+
     <img src="https://static.igem.org/mediawiki/parts/8/8a/Mosquito.png"
  </figure>
+
alt="Mosquito Experiment" width="650">
  <p>
+
</figure>
    In order to investigate the amount of di-rhamnolipids produced, we
+
<h1 id="keratinocytes"><em>P. putida</em>, <em>S. epidermidis</em>,
    have tested our mutant strains of <em>P. putida</em> transformed
+
    with rhlC gene. It was grown under the same condition of 24 hours
+
    incubation in LB media supplemented by 50 g/L of
+
    glucose. Approximately 142 &#x00b5;/mL of
+
    rha-C<sub>10</sub>-C<sub>10</sub> and 3.524 &#x00b5;/mL of
+
    rha-rha-C<sub>10</sub>-C<sub>10</sub> were detected.
+
  </p>
+
 
+
  </p>
+
  <h1 id="keratinocytes"><em>P. putida</em>, <em>S. epidermidis</em>,
+
 
     and rhamnolipids are compatible with human
 
     and rhamnolipids are compatible with human
 
     keratinocytes</h1>
 
     keratinocytes</h1>
Line 134: Line 157:
 
     concentration of rhamnolipid that induces 50% cell
 
     concentration of rhamnolipid that induces 50% cell
 
     death. The IC50 was determined to be between 45.19
 
     death. The IC50 was determined to be between 45.19
     &#x00b5;/mL and 65.52 &#x00b5;/mL. Relating the results to
+
     &#x00b5;g/mL and 65.52 &#x00b5;g/mL. Relating the results to
 
     rhamnolipid quantification, the concentration of
 
     rhamnolipid quantification, the concentration of
 
     rhamnolipid the construct produces should not
 
     rhamnolipid the construct produces should not
Line 147: Line 170:
 
     Keratinocytes were co-cultured with different
 
     Keratinocytes were co-cultured with different
 
     strains of bacteria (<em>Pseudomonas putida</em>,
 
     strains of bacteria (<em>Pseudomonas putida</em>,
     <em>Pseudomonas aeruginosa PAK</em>, <em>Staphylococcus aureus</em>,
+
     <em>Pseudomonas aeruginosa</em> PAK, <em>Staphylococcus aureus</em>,
 
     <em>Staphylococcus epidermidis</em>, and mutant rhlAB
 
     <em>Staphylococcus epidermidis</em>, and mutant rhlAB
 
     <em>P. putida</em>). Half were cultured in plain DMEM with
 
     <em>P. putida</em>). Half were cultured in plain DMEM with
Line 171: Line 194:
 
alt="Keratinocyte P. putida coculture" width="500">
 
alt="Keratinocyte P. putida coculture" width="500">
 
   </figure>
 
   </figure>
  <p>
 
    We originally tried to do plating experiments to
 
    see if keratinocytes internalized any bacteria,
 
    but were unable to completely kill off all the
 
    bacteria in the keratinocyte supernatant even at
 
    extremely high gentamicin concentrations and thus
 
    could not get an accurate read.
 
  </p>
 
 
   <p>
 
   <p>
 
     The results indicate that there is no consistent
 
     The results indicate that there is no consistent
Line 201: Line 216:
 
       epidermidis</em></h1>
 
       epidermidis</em></h1>
 
   <p>
 
   <p>
     In order to make sure that our S. Aureus strain (RN4220) and our
+
     In order to make sure that our <em>S. aureus</em> strain (RN4220) and our
     S. Epidermidis (RP62A, 1457) strains would not be killed by the
+
     <em>S. epidermidis</em> (RP62A, 1457) strains would not be killed by the
 
     production of rhamnolipids, we conducted 3 rhamnolipid survival
 
     production of rhamnolipids, we conducted 3 rhamnolipid survival
 
     assays with the 1g/L rhamnolipids necessary for mosquito
 
     assays with the 1g/L rhamnolipids necessary for mosquito
     repelling.  Kanamycin added to S. Epidermidis cell culture was
+
     repelling.  Kanamycin added to <em>S. epidermidis</em> cell culture was
 
     used as a negative control.  Although the addition of higher
 
     used as a negative control.  Although the addition of higher
 
     concentrations of rhamnolipids (250 mg/L and above) depressed the
 
     concentrations of rhamnolipids (250 mg/L and above) depressed the
Line 211: Line 226:
 
     but only slowed down the growth.
 
     but only slowed down the growth.
 
   </p>
 
   </p>
  <p>
+
    <figure>
     As an alternative system, we tried transforming a vector from
+
     <img src="https://static.igem.org/mediawiki/parts/3/30/Staph_rhamno.png"
    E. Coli methyltransferase deficient into S. Epidermidis. While we
+
alt="S. Epidermidis Growth in the presence of rhamnolipids" width="600">
    got our recombinant pC194_RhlAB of all promoter strengths into the
+
   </figure>
    E. coli, we were unable to electroporate our construct into
+
 
    S. epidermidis 1457.
+
   </p>
+
  
 
   <hr>
 
   <hr>

Latest revision as of 05:34, 21 October 2021


rhamnosyltransferase 2 [Pseudomonas aeruginosa]

Rhamnolipids, a class of glycolipids characterized by a rhamnose moiety attached to a fatty acid tail, is produced by many organisms—with the Pseudomonas aeruginosa as the most predominate. We have shown that Pseudomonas putida produces both mono-rhamnolipids and di-rhamnolipids with the addition of the rhlAB and rhlC operons, respectively. Previous research has shown that di-rhamnolipids repel the Aedes aegypti mosquito. We have shown that both di-rhamnolipids and mono-rhamnolipids repel Aedes aegypti. We have also shown that rhamnolipids are compatible with human keratinocytes in the presence of both Pseudomonas aeruginosa and Pseudomonas putida. Lastly, we have shown that rhamnolipids are compatible with Staphylococcus epidermidis—a skin microbiome organism.

Introduction

Rhamnolipids are a class of glycolipids characterized by a rhamnose moiety and a fatty acid tail. While rhamnolipids are produced in a variety of organisms, Pseudomonas aeruginosa is most frequently cited. In Pseudomonas aeruginosa, genes rhlA and rhlB are cooperative to from the complex rhlAB that codes for the enzyme rhamnosyltransferase 1. The enzyme rhamnosyltransferase 1 catalyzes the addition of a (hydroxyalkanoyloxy)alkanoic acid (HAA) fatty acid tail to a rhamnose sugar to produce a mono-rhamnolipid. Similarly, rhlC codes for the enzyme rhamnosyltransferase 2, which catalyzes an addition of another rhamnose moiety to a mono-rhamnolipid to form a di-rhamnolipid.

Rhamnolipids are predominantly known for their biosurfactant properties, which possesses industrial applications 1. Di-rhamnolipids have also been shown to repel the Aedes aegypti mosquito 2. In our investigation, we have confirmed with statistical significance that di-rhamnolipids repel Aedes aegypti. We have also shown with statistical significance that mono-rhamnolipids repel Aedes aegypti. The compatibility of rhamnolipids with human skin was also a main concern of ours—as rhamnolipids have been shown to be a virulence factor. We have shown that rhamnolipids are compatible with human keratinocytes in the presence of both Pseudomonas aeruginosa and Pseudomonas putida. Likewise, we have shown that rhamnolipids are compatible with Staphylococcus epidermidis—a skin microbiome organism. Lastly, we have confirmed the both mono-rhamnolipids and di-rhamnolipids are producible in Pseudomonas putida with the addition of rhlAB and rhlC, respectively.

Convenient quantification of rhamnolipid(BNDS China 2021).

Rhamnolipid as a glycolipid, is difficult to quantify due to its lack of characteristic signals under most kinds of spectrometry. A relatively accurate way to quantify rhamnolipid is HPLC-MS, yet it’s expensive and difficult to access especially in high school and small laboratories. Here we(BNDS China 2021) documented a fast and convenient way to quantify it while still maintaining a good accuracy.

The oil spreading method measures the ability of a solution to lower the surface tension and emulsify mixture of hydrophobic and hydrophilic substances. The concentration of rhamnolipid can be demonstrated since its rhamnose head is polar and its lipid tail is non-polar.

Before measuring the rhamnolipid concentration of the sample, a standard curve should be created using the same solvent as the sample, in our case is the LB culture. Concentrations are set at 50, 100, 200, 300, 400, 500, 600, 700, 800, 900 mg/L. These standard samples are used to create the standard curve as shown below.

Figure 1: the standard curve created with three replicates. (Error bars are too small to be seen for 700-900 mg/L) From the curve we can observe significant trend between 50 mg/L – 500 mg/L, yet as the concentration increase, its difference in the diameters decrease. By using quadratic regression, we found a line of best fit with R2=0.9848. Showing that the curve y = -0.1016x2 + 1.7694x - 1.0383 is reliable. ANOVA test further supported this, the p-value between 50 – 500 mg/L are smaller than 5%, in which we can reject the null hypothesis and accept that differences are significant between these groups. However, p-value gets greater and reaches 0.8 between 500 and 600 mg/L, this implies that as the concentration increases, the results become unreliable and we cannot accurately predict the sample’s concentration using the diameters. To solve this problem, the size of the petri dish, the amount of paraffin added, and the amount of sample added can be adjusted so until the sample lies in the reliable region.

Method:

1. Dissolve 2 g of Sudan II into 50 ml of liquid paraffin, mix thoroughly until it’s entirely dissolved with no visible clumps of the solute. The solution should be dark red.

2. Add 30 ml of deionized water into a 90mm petri dish.

3. Add 6 ml of the paraffin solution with pipette. Be careful so that the paraffin stays on the surface of the water and forms a thin layer that covers the entire surface. Do not let the paraffin sink to the bottom of the petri dish.

4. Add 30ul of the prepared sample into the center of the paraffin layer. Measure and record the diameter of the water circle the expands from the center. Do this immediately, otherwise the circle will shrink and lead to systematic error.

Mutant rhlC P. putida produces di-rhamnolipids

Quantification of rhamnolipids

In order to accurately measure the amount of rhamnolipids produced by our mutant strains, we used supercritical fluid chromatography (SFC-MS). First, a test run was executed with a mixture of mono-rhamnolipids and di-rhamnolipids at the concentration of 5 mg/mL by running the sample through the column packed with 2-PIC. From this test run, we have obtained the retention times of mono-rhamnolipids (rha-C10-C10: pseudomolecular ion of 503.56 m/z) and di-rhamnolipids (rha-rha-C10-C10: pseudomolecular ion of 649.8 m/z) to be approximately 3.974 min and 4.942 min respectively. The mass fractions were obtained from electrospray ionization (ESI) negative mode.

From our TLC analysis, it was found that supplementing the LB media with glucose is crucial to the production of rhamnolipid. Therefore, for SFC-MS analysis, our mutant strain P. putida RhlABC was grown in LB supplemented with 50 g/L of glucose for 24 hours. From the SFC-MS data, it was found that approximately 142 µg/mL of rha-C10-C10 and 3.524 µg/mL of rha-rha-C10-C10 were detected.

mono-rhamnolipids production
di-rhamnolipids production

Di-Rhamnolipids repel Aedes Aegypti

In order to quantify how effectively rhamnolipids repel mosquitoes, we conducted mosquito feeding and landing assays. Aedes aegypti, the species of mosquito observed to carry Zika virus, were grown from larval stage, and females were sorted at the pupae or adult stage. Since only females consume blood for reproduction, we were only interested in using them for the assays.

One day before experiment, 50 total mosquitos (with 30 females) were isolated in cages and starved from 23-25 hours. Each cage was then taken to a warm room (~30 oC), and the cage was covered with wet paper towels to preserve humidity. For each trial, our blood feeding system (Figure) was placed on top of the cage each with a cotton gauze soaked with either negative control water, 1 mg/mL mono-rhamnolipid solution, 1 mg/mL di-rhamnolipid solution, or positive control 25% DEET, and the mosquito activity was videotaped for 1 hour. Afterwards, the cage was taken to the cold room to paralyze the assayed mosquitoes, and mosquitoes that had consumed blood were counted. It is important to note that the age of female mosquitoes and the time of feeding played an important role in how mosquitoes behave. Typically, it is optimum to use female mosquitoes of age from 4-6 days for feeding assays as any mosquitoes older than this age range will be too old to reproduce, and thereby not needing to drink blood. Furthermore, their feeding is most active 4 hours before dusk. Some of our trials that didn’t meet these criteria did not result in any feeding, but we did observe significant difference in landing between the control and rhamnolipids. Our landing assay results showed that while DEET was the strongest mosquito repellent with no landings or fed mosquitos, 1 mg/mL mono and di-rhamnolipid still showed statistically significant repulsion as shown in the graph below.

Mosquito Experiment

P. putida, S. epidermidis, and rhamnolipids are compatible with human keratinocytes

Determination of rhamnolipid IC50

Keratinocyte IC50

Keratinocytes, human skin cells, were grown for several days. When the cells were 80% confluent, they were seeded in 24 well plates at a density of 2.5105. The cells were weaned off of antibiotics the following day before they were treated with varying concentrations of rhamnolipids and the reagent MTS. The MTS assay reveals the cell viability of the cells. Using this information, the data was normalized and statistically analyzed to determine the keratinocyte IC50—or the concentration of rhamnolipid that induces 50% cell death. The IC50 was determined to be between 45.19 µg/mL and 65.52 µg/mL. Relating the results to rhamnolipid quantification, the concentration of rhamnolipid the construct produces should not cause significant cell death.

Keratinocyte cell viability bacteria assay

Keratinocyte species

Keratinocytes were co-cultured with different strains of bacteria (Pseudomonas putida, Pseudomonas aeruginosa PAK, Staphylococcus aureus, Staphylococcus epidermidis, and mutant rhlAB P. putida). Half were cultured in plain DMEM with serum, and half were culture in DMEM with 1 mg/mL mixed mono- and di- rhamnolipids. After co-culturing, the keratinocytes were washed with PBS, exposed to gentamicin in an attempt to kill the bacteria, and incubated in MTS cell viability assay for up to 4 hours and viewed in a plate reader. MTS assay is colorimetric cell viability assay and reacts with NADPH-dependent dehydrogenase enzymes, which are only active in live (metabolically active) cells3. For the MTS assay, pure media were used as a negative control (100% cell death), and keratinocyte culture with normal DMEM was used as a positive control (“0%” cell death, or the maximum number of cells that could be alive).

Keratinocyte P. putida coculture

The results indicate that there is no consistent trend regarding the addition of rhamnolipid and cell viability. Rhamnolipids did not significantly increase or decrease cell viability regardless of the bacteria type as shown in the first figure since the error bars overlap. We hypothesized that the concentration of P. putida would not influence cell viability as it is an environmental strain not nearly as potent as other bacterial strains such as Pseudomonas aeruginosa PAK. As depicted in the second figure, all MOIs (ranging from 0 to 20) did not significantly influence the cell viability of the strain as shown by the overlapping error bars in the graph. These results overall indicate that our construct may not cause significant cell death once applied to the skin in an acute setting of a few hours.

Rhamnolipids are compatible with Staphylococcus epidermidis

In order to make sure that our S. aureus strain (RN4220) and our S. epidermidis (RP62A, 1457) strains would not be killed by the production of rhamnolipids, we conducted 3 rhamnolipid survival assays with the 1g/L rhamnolipids necessary for mosquito repelling. Kanamycin added to S. epidermidis cell culture was used as a negative control. Although the addition of higher concentrations of rhamnolipids (250 mg/L and above) depressed the growth of all our Staphylococcal species, it didn’t kill the cells but only slowed down the growth.

S. Epidermidis Growth in the presence of rhamnolipids

1 Abdel-Mawgoud, Ahmad M., Rudolf Hausmann, Francois Lepine, Markus M. Muller, and Eric Deziel. "Rhamnolipids: Detection, Analysis, Biosynthesis, Genetic Regulation, and Bioengineering of Production." Springer Link. Microbiology Monographs, 14 Sept. 2010. Web. 20 Oct. 2016.
2 Silva, Vinicius L., Roberta B. Lovaglio, Claudio J. Zuben, and Jonas Contiero. "Rhamnolipids: Solution against Aedes Aegypti?" Frontiers. Frontiers in Microbiology, 16 Feb. 2015. Web. 23 Oct. 2016.
Abdel-Mawgoud, Ahmad M., Rudolf Hausmann, Francois Lepine, Markus M. Muller, and Eric Deziel. "Rhamnolipids: Detection, Analysis, Biosynthesis, Genetic Regulation, and Bioengineering of Production." Springer Link. Microbiology Monographs, 14 Sept. 2010. Web. 20 Oct. 2016.
3 "MTS Cell Proliferation Colorimetric Assay Kit." BioVision. Web.


Sequence and Features


Assembly Compatibility:
  • 10
    COMPATIBLE WITH RFC[10]
  • 12
    COMPATIBLE WITH RFC[12]
  • 21
    INCOMPATIBLE WITH RFC[21]
    Illegal XhoI site found at 622
  • 23
    COMPATIBLE WITH RFC[23]
  • 25
    INCOMPATIBLE WITH RFC[25]
    Illegal NgoMIV site found at 205
    Illegal NgoMIV site found at 393
    Illegal NgoMIV site found at 931
  • 1000
    INCOMPATIBLE WITH RFC[1000]
    Illegal BsaI site found at 664
    Illegal BsaI.rc site found at 898