Difference between revisions of "Team:Wageningen UR/Description"

 
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<h1><b>Introduction</b></h1>
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<h1 id="bees"><b>Honey Bees</b></h1>
<p> Honeybees are incredibly important pollinators responsible for the abundance and diversity of our food. Unfortunately, honeybees are in trouble: the fittingly named <i>Varroa destructor</i> (from here on ‘<i>Varroa</i>’ or ‘<i>Varroa</i> mite’)weakens the bees and spreads diseases. iGEM Wageningen UR 2016 aims to save the bees from <i>Varroa.</i></p>
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<p> Honey bees, also known as <i>Apis mellifera</i>, are incredibly important pollinators responsible for the abundance and diversity of our food. They can pollinate an enormous range of plants through active collection of pollen, making them important for pollination of crops. Apples, almonds and numerous other crops rely heavily on bee pollination, tying the diversity of our diet to the well-being of these insects<sup><a href="#fn1" id="ref1">1</a></sup>. Therefore, it is of key importance to keep bees alive and healthy. Unfortunately, honey bees are in trouble: there has been a sustained loss of bee colonies in the western world for at least 10 years. In 2014-2015, US beekeepers lost over 40% of their colonies<sup><a href="#fn2" id="ref2">2</a></sup>. Such numbers are unacceptable!</i></p>
  
<p> Honeybees can pollinate an enormous range of plants through active collection of pollen<sup><a href="#fn1" id="ref1">1</a></sup>, making them important for pollination of crops. Apples, almonds and numerous other crops rely heavily on bee pollination, tying the diversity of our diet to the well-being of these insects<sup><a href="#fn1" id="ref1">1</a></sup>. Therefore, it is of key importance to keep bees alive and healthy.</p>
 
 
<p> Unfortunately bees are not doing well at all. There has been a sustained loss of bee colonies in the western world for at least 10 years. In 2014-2015, US beekeepers lost over 40% of their colonies<sup><a href="#fn2" id="ref2">2</a></sup>! Such numbers are unacceptable!</p>
 
 
</section>
 
</section>
  
 
<section id="varroa">
 
<section id="varroa">
 
<h1><i>Varroa destructor</i></h1>
 
<h1><i>Varroa destructor</i></h1>
<p> What causes the loss of bee colonies? According to beekeepers we have spoken to and as has been suggested in scientific studies<sup><a href="#fn3" id="ref3">3,</a><a href="#fn4" id="ref4">4,</a><a href="#fn5" id="ref5">5</a></sup>, the most important factor is the mite <i>Varroa destructor</i>. <i>Varroa</i> mites feed on haemolymph (‘bee-blood’) weakening the bees, while spreading serious diseases like the deformed wing virus. Beekeepers and bee researchers stress that the first and most important step to save the bees should be to control <i>Varroa</i> more effectively. </p>
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<p>According to <a href=https://2016.igem.org/Team:Wageningen_UR/Design>beekeepers we have spoken to</a>, and as has been suggested in scientific studies<sup><a href="#fn3" id="ref3">3,</a><a href="#fn4" id="ref4">4,</a><a href="#fn5" id="ref5">5</a></sup>, the most important cause for increased bee mortality is the fittingly named parasitic mite <i>Varroa destructor</i> (herafter also named <i>Varroa</i> mite or just <i>Varroa</i>). <i>Varroa</i> mites feed on haemolymph (‘bee-blood’) which weakens the bees, while spreading serious diseases like the deformed wing virus. Beekeepers and bee researchers stress that the first and most important step to save the bees should be to control <i>Varroa</i> more effectively. Therefore, iGEM Wageningen UR 2016 aimed to save the bees from <i>Varroa</i>.</p>
  
 
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<img src="https://static.igem.org/mediawiki/2016/6/64/T--Wageningen_UR--varroa10x.jpg">
 
<img src="https://static.igem.org/mediawiki/2016/6/64/T--Wageningen_UR--varroa10x.jpg">
<figcaption>Figure 1. 10x magnification of a <i>Varroa destructor</i>, taken with a stereo microscope.</figcaption>
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<figcaption>Figure 1. 10x magnification of a <i>V. destructor</i>, taken with a stereo microscope.</figcaption>
 
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<p> Currently in the Netherlands and other European countries, beehives are treated against <i>Varroa</i> with a combination of organic products consisting of thymol, formic acid and oxalic acid. These compounds can contaminate beeswax and honey<sup><a href="#fn6" id="ref6">6</a></sup>. More importantly, beekeepers are wary that such compounds can be harmful to bees and humans when the concentration used is too high<sup><a href="#fn7" id="ref7">7,</a><a href="#fn8" id="ref8">8</a></sup>. On the other hand, too low concentrations fail to kill <i>Varroa</i> and facilitate resistance<sup><a href="#fn9" id="ref9">9</a></sup>. The hobbyist character of beekeepers further adds to the concerns that accompany <i>Varroa</i> treatment. Beekeepers often care for their bees in their spare time and might not have time, resources or the experience to use existing treatments in the intended manner. </p> </section>
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<p> Currently in the Netherlands and other European countries, beehives are treated against <i>Varroa</i> with a combination of organic products consisting of thymol, formic acid and oxalic acid. These compounds can contaminate beeswax and honey<sup><a href="#fn6" id="ref6">6</a></sup>. More importantly, beekeepers are wary that such compounds can be harmful to bees and humans when the concentration used is too high<sup><a href="#fn7" id="ref7">7,</a><a href="#fn8" id="ref8">8</a></sup>. On the other hand, too low concentrations fail to kill <i>Varroa</i> and facilitate resistance<sup><a href="#fn9" id="ref9">9</a></sup>. The hobbyist character of beekeepers further adds to the concerns that accompany <i>Varroa</i> treatment. Beekeepers often care for their bees in their spare time and might not have time, resources, or the experience to use existing treatments in the intended manner. </p> </section>
  
 
<section id="BeeT">
 
<section id="BeeT">
 
<h1><b>Bee T</b></h1>
 
<h1><b>Bee T</b></h1>
 
<p>We propose a <i>Varroa</i> specific treatment through the use of engineered bacteria that releases toxin in a specified and regulated manner. The released toxin is not harmful to bees or humans. To do so, the bacteria will employ a network of regulation mechanisms to produce the toxin only when mites are present and when enough bacteria are present to effectively kill the mite. Other mechanisms are intended to strictly confine the bacteria to the treated hive, preventing them from spreading and mixing with natural ecosystems. </p></section>  
 
<p>We propose a <i>Varroa</i> specific treatment through the use of engineered bacteria that releases toxin in a specified and regulated manner. The released toxin is not harmful to bees or humans. To do so, the bacteria will employ a network of regulation mechanisms to produce the toxin only when mites are present and when enough bacteria are present to effectively kill the mite. Other mechanisms are intended to strictly confine the bacteria to the treated hive, preventing them from spreading and mixing with natural ecosystems. </p></section>  
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<section id="Specificity">
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<h1><b>Specificity</b></h1>
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<p><a href="https://2016.igem.org/Team:Wageningen_UR/Description/Specificity"><img src="https://static.igem.org/mediawiki/2016/5/56/T--Wageningen_UR--specibutton1.png" align="left"></a>
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<p>When we started, there were results<sup><a href="#fn10" id="ref10">10</a></sup> suggesting that a crystal protein produced by a <i>Bacillus</i>-like strain is able to specifically kill <i>Varroa</i> mites. To facilitate testing of such toxins, we developed a new <i>in vitro </i> method for testing <i>Varroa</i> toxicity. <a href=https://2016.igem.org/Team:Wageningen_UR/Description/Specificity#Assay>This method</a> involves the use of vesicles created from <i>Varroa</i> mites and release of fluorophores from these vesicles. The new test for <i>Varroa</i> toxicity is extremely useful for future research as the mites' parasitic nature makes them incredibly vulnerable for laboratory experiments.</p>
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<p>To create a <i>Varroa</i> specific toxin, we <a href=https://2016.igem.org/Team:Wageningen_UR/Description/Specificity#ToxinEngineering>modified</a> an existing crystal toxin to specifically target the mites. Additionally, we tried to actually create a protein domain able to bind <i>Varroa</i> gut cells. This domain could then be used to make existing protein toxins target <i>Varroa</i> mites.</p>
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<p>To further improve our chances of getting a working <i>Varroa</i> toxin, we wanted to identify other bacteria that naturally produces a useful crystal protein. <a href=https://2016.igem.org/Team:Wageningen_UR/Description/Specificity#Isolates>Our efforts</a> yielded one interesting candidate which was sequenced to identify any potential toxins. To be able to identify the protein responsible for killing <i>Varroa</i>, we constructed a <a href=https://2016.igem.org/Team:Wageningen_UR/Software>toxin scanner</a>.</p>
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<section id="Regulation">
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<h1><b>Regulation</b></h1>
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<p><a href="https://2016.igem.org/Team:Wageningen_UR/Description/Regulation"><img src="https://static.igem.org/mediawiki/2016/b/bc/T--Wageningen_UR--regibutton1.png" align="right"></a>
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As constant low levels of toxin facilitate resistances<sup><a href="#fn11" id="ref11">11</a></sup>, we wanted to only produce toxic proteins when <i>Varroa</i> mites are near the bacteria. Therefore we created and tested <a href=https://2016.igem.org/Team:Wageningen_UR/Description/Regulation#DetectingMites>two systems</a> where protein expression is dependent on the presence of mites. These systems are based on guanine and vitamin B12, indicators of <i>Varroa</i> mite presence.</p>
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<p>Another <a href=https://2016.igem.org/Team:Wageningen_UR/Description/Regulation#QuorumSensing>measure</a> to prevent low concentrations of toxin was to only produce toxin when enough bacteria are present. This minimizes effects of the toxin on bacterial growth when the density of bacteria is low. To further increase the growth and survival of BeeT, we designed a system to sustain a subpopulation of non-producers. Both systems were <a href=https://2016.igem.org/Team:Wageningen_UR/Model#quorum>modeled</a> to assess their functioning and how they would combine.</p>
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<p>Bacteria might not be able to grow very well in beehives. Therefore, regulation based on bacterial density may not be the best approach for toxin expression. Bacteria may not even be able to grow to the density required for toxin production. As an alternative we have created a <a href=https://2016.igem.org/Team:Wageningen_UR/Description/Regulation#Toggleswitch>toggle switch</a> that combines the mite sensing with vitamin B12 or guanine with one of our safety measures: vulnerability of BeeT to light. This allows functional and safe regulation of toxin production even if BeeT cannot grow inside beehives.</p>
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</section>
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<section id="Biocontainment">
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<h1><b>Biocontainment</b></h1>
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<p><a href="https://2016.igem.org/Team:Wageningen_UR/Description/Biocontainment"><img src="https://static.igem.org/mediawiki/2016/6/65/T--Wageningen_UR--safebutton1.png" align="left"></a>
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We wanted to limit BeeT to the treated hive. This prevents unknown effects the bacteria could have on larger ecosystems. The first, most intuitive mechanism here is making BeeT dependent on the shade that beehives provide. Incorporated as part of the toggle-switch we have attempted to create an <a href=https://2016.igem.org/Team:Wageningen_UR/Description/Biocontainment#Lightswitch>optogenetic kill switch</a>, killing BeeT when it is exposed to light. To better understand this system <a href=https://2016.igem.org/Team:Wageningen_UR/Model#light>a model</a> was constructed.</p>
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<p>As a final biocontainment, we envisioned BeeT to depend on the presence of an artificial amino acid. Such a system had already been constructed<sup><a href="#fn12" id="ref12">12</a></sup>. We tried to <a href=https://2016.igem.org/Team:Wageningen_UR/Description/Biocontainment#SAA>improve this system</a>, causing Cas9 to degrade DNA when the bacteria run out of synthetic amino acid. </p>
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</section>
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<section id="Real-world Functionality">
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<h1><b>Real-world Functionality</b></h1>
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<p>To be effective, BeeT has to be able to survive in the beehive. To make sure it does, we modeled <a href=https://2016.igem.org/Team:Wageningen_UR/ecoli_survival>the dynamics</a> of the bacterium. Lastly, to assess the applicability of BeeT in a real-world scenario, we created a <a href=https://2016.igem.org/Team:Wageningen_UR/Model#beehave>new module</a> for the 'beehave' model<sup><a href="#fn13" id="ref13">13</a></sup>. The BEEHAVE model assesses population dynamics and foraging of honey bees. The newly constructed module includes BeeT in the model, giving information on what real-life factors influence its effectiveness.</p>
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<h1>References</h1>
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<h1><b>References</b></h1>
 
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<a id="fn1" href=http://pubs.acs.org/doi/abs/10.1021/es101468w>1.</a> Spivak, M., Mader, E., Vaughan, M., & Euliss Jr, N. H. (2010). The Plight of the Bees†. Environmental science & technology, 45(1), 34-38. <a href="#ref1" title="Jump back to footnote 1 in the text.">↩</a>
 
<a id="fn1" href=http://pubs.acs.org/doi/abs/10.1021/es101468w>1.</a> Spivak, M., Mader, E., Vaughan, M., & Euliss Jr, N. H. (2010). The Plight of the Bees†. Environmental science & technology, 45(1), 34-38. <a href="#ref1" title="Jump back to footnote 1 in the text.">↩</a>
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                 <a id="fn2" href=http://www.tandfonline.com/doi/full/10.1080/00218839.2016.1153294>2.</a> Seitz, N., Traynor, K. S., Steinhauer, N., Rennich, K., Wilson, M. E., Ellis, J. D., ... & Delaplane, K. S. (2016). A national survey of managed honey bee 2014–2015 annual colony losses in the USA. Journal of Apicultural Research, 1-12. <a href="#ref2" title="Jump back to footnote 2 in the text.">↩</a>
 
                 <a id="fn2" href=http://www.tandfonline.com/doi/full/10.1080/00218839.2016.1153294>2.</a> Seitz, N., Traynor, K. S., Steinhauer, N., Rennich, K., Wilson, M. E., Ellis, J. D., ... & Delaplane, K. S. (2016). A national survey of managed honey bee 2014–2015 annual colony losses in the USA. Journal of Apicultural Research, 1-12. <a href="#ref2" title="Jump back to footnote 2 in the text.">↩</a>
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                 <a id="fn3" href=http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0131611>3.</a> Van Der Zee, R., Gray, A., Pisa, L., & De Rijk, T. (2015). An observational study of honey bee colony winter losses and their association with <i>Varroa destructor</i>, neonicotinoids and other risk factors. PloS one, 10(7), e0131611. <a href="#ref3" title="Jump back to footnote 3 in the text.">↩</a>
 
                 <a id="fn3" href=http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0131611>3.</a> Van Der Zee, R., Gray, A., Pisa, L., & De Rijk, T. (2015). An observational study of honey bee colony winter losses and their association with <i>Varroa destructor</i>, neonicotinoids and other risk factors. PloS one, 10(7), e0131611. <a href="#ref3" title="Jump back to footnote 3 in the text.">↩</a>
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<a id="fn4" href=http://www.apidologie.org/articles/apido/full_html/2010/03/m09161/m09161.html>4.</a> Genersch, E., Von Der Ohe, W., Kaatz, H., Schroeder, A., Otten, C., Büchler, R., ... & Meixner, M. (2010). The German bee monitoring project: a long term study to understand periodically high winter losses of honey bee colonies. Apidologie, 41(3), 332-352.  <a href="#ref4" title="Jump back to footnote 4 in the text.">↩</a>
 
<a id="fn4" href=http://www.apidologie.org/articles/apido/full_html/2010/03/m09161/m09161.html>4.</a> Genersch, E., Von Der Ohe, W., Kaatz, H., Schroeder, A., Otten, C., Büchler, R., ... & Meixner, M. (2010). The German bee monitoring project: a long term study to understand periodically high winter losses of honey bee colonies. Apidologie, 41(3), 332-352.  <a href="#ref4" title="Jump back to footnote 4 in the text.">↩</a>
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<a id="fn5" href=http://www.apidologie.org/articles/apido/abs/2010/04/m09037/m09037.html>5.</a> Guzmán-Novoa, E., Eccles, L., Calvete, Y., Mcgowan, J., Kelly, P. G., & Correa-Benítez, A. (2010). <i>Varroa destructor</i> is the main culprit for the death and reduced populations of overwintered honey bee (<i>Apis mellifera</i>) colonies in Ontario, Canada. Apidologie, 41(4), 443-450.  <a href="#ref5" title="Jump back to footnote 5 in the text.">↩</a>
 
<a id="fn5" href=http://www.apidologie.org/articles/apido/abs/2010/04/m09037/m09037.html>5.</a> Guzmán-Novoa, E., Eccles, L., Calvete, Y., Mcgowan, J., Kelly, P. G., & Correa-Benítez, A. (2010). <i>Varroa destructor</i> is the main culprit for the death and reduced populations of overwintered honey bee (<i>Apis mellifera</i>) colonies in Ontario, Canada. Apidologie, 41(4), 443-450.  <a href="#ref5" title="Jump back to footnote 5 in the text.">↩</a>
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<a id="fn6" href=http://www.tandfonline.com/doi/full/10.1080/10412905.2015.1076741>6.</a> Serra Bonvehí, J., Ventura Coll, F., & Ruiz Martínez, J. A. (2016). Residues of essential oils in honey after treatments to control <i>Varroa destructor</i>. Journal of Essential Oil Research, 28(1), 22-28.
 
<a id="fn6" href=http://www.tandfonline.com/doi/full/10.1080/10412905.2015.1076741>6.</a> Serra Bonvehí, J., Ventura Coll, F., & Ruiz Martínez, J. A. (2016). Residues of essential oils in honey after treatments to control <i>Varroa destructor</i>. Journal of Essential Oil Research, 28(1), 22-28.
 
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<a id="fn7" href=http://www.tandfonline.com/doi/full/10.1080/10412905.2015.1076741>7.</a> Bonnafé, E., Alayrangues, J., Hotier, L., Massou, I., Renom, A., Souesme, G., ... & Armengaud, C. (2016). Monoterpenoid‐based preparations in beehives affect learning, memory, and gene expression in the bee brain. Environmental Toxicology and Chemistry. <a href="#ref7" title="Jump back to footnote 7 in the text.">↩</a>
 
<a id="fn7" href=http://www.tandfonline.com/doi/full/10.1080/10412905.2015.1076741>7.</a> Bonnafé, E., Alayrangues, J., Hotier, L., Massou, I., Renom, A., Souesme, G., ... & Armengaud, C. (2016). Monoterpenoid‐based preparations in beehives affect learning, memory, and gene expression in the bee brain. Environmental Toxicology and Chemistry. <a href="#ref7" title="Jump back to footnote 7 in the text.">↩</a>
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<a id="fn8" href=http://onlinelibrary.wiley.com/doi/10.1002/ps.3539/full>8.</a> Charpentier, G., Vidau, C., Ferdy, J. B., Tabart, J., & Vetillard, A. (2014). Lethal and sub‐lethal effects of thymol on honeybee (<i>Apis mellifera</i>) larvae reared <i>in vitro</i>. Pest management science, 70(1), 140-147.
 
<a id="fn8" href=http://onlinelibrary.wiley.com/doi/10.1002/ps.3539/full>8.</a> Charpentier, G., Vidau, C., Ferdy, J. B., Tabart, J., & Vetillard, A. (2014). Lethal and sub‐lethal effects of thymol on honeybee (<i>Apis mellifera</i>) larvae reared <i>in vitro</i>. Pest management science, 70(1), 140-147.
 
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<a id="fn9" href=http://www.biosecurity.govt.nz/files/pests/varroa/control-of-varroa-guide.pdf>9.</a> Goodwin, M., & Van Eaton, C. (2001). Control of <i>Varroa</i>. A guide for New Zealand Beekeepers. New Zealand Ministry of Agriculture and Forestry (MAF). Wellington, New Zealand.
 
<a id="fn9" href=http://www.biosecurity.govt.nz/files/pests/varroa/control-of-varroa-guide.pdf>9.</a> Goodwin, M., & Van Eaton, C. (2001). Control of <i>Varroa</i>. A guide for New Zealand Beekeepers. New Zealand Ministry of Agriculture and Forestry (MAF). Wellington, New Zealand.
 
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<a id="fn10" href=https://doi.org/10.1007/s13592-014-0288-z >10.</a> Alquisira-Ramírez, E. V., Paredes-Gonzalez, J. R., Hernández-Velázquez, V. M., Ramírez-Trujillo, J. A., & Peña-Chora, G. (2014). In vitro susceptibility of Varroa destructor and Apis mellifera to native strains of Bacillus thuringiensis. Apidologie, 45(6), 707–718.
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<a id="fn11" href=https://doi.org/10.1038/nbt.2597 >11.</a> Tabashnik, B. E., Brévault, T., & Carrière, Y. (2013). Insect resistance to Bt crops: lessons from the first billion acres. Nature Biotechnology, 31(6), 510–521.
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<a id="fn12" href=https://doi.org/10.1038/nature14121 >12.</a>Mandell, D. J., Lajoie, M. J., Mee, M. T., Takeuchi, R., Kuznetsov, G., Norville, J. E., … Church, G. M. (2015). Biocontainment of genetically modified organisms by synthetic protein design. Nature, 518(7537), 55–60.
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<a id="fn13" href=https://doi.org/10.1111/1365-2664.12222 >13.</a>Becher, M. A., Grimm, V., Thorbek, P., Horn, J., Kennedy, P. J., & Osborne, J. L. (2014). BEEHAVE: a systems model of honeybee colony dynamics and foraging to explore multifactorial causes of colony failure. Journal of Applied Ecology, 51(2), 470–482.
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Latest revision as of 01:31, 20 October 2016

Wageningen UR iGEM 2016

 


Project Description

BeeT Specificity Regulation Biocontainment comic

Honey Bees

Honey bees, also known as Apis mellifera, are incredibly important pollinators responsible for the abundance and diversity of our food. They can pollinate an enormous range of plants through active collection of pollen, making them important for pollination of crops. Apples, almonds and numerous other crops rely heavily on bee pollination, tying the diversity of our diet to the well-being of these insects1. Therefore, it is of key importance to keep bees alive and healthy. Unfortunately, honey bees are in trouble: there has been a sustained loss of bee colonies in the western world for at least 10 years. In 2014-2015, US beekeepers lost over 40% of their colonies2. Such numbers are unacceptable!

Varroa destructor

According to beekeepers we have spoken to, and as has been suggested in scientific studies3,4,5, the most important cause for increased bee mortality is the fittingly named parasitic mite Varroa destructor (herafter also named Varroa mite or just Varroa). Varroa mites feed on haemolymph (‘bee-blood’) which weakens the bees, while spreading serious diseases like the deformed wing virus. Beekeepers and bee researchers stress that the first and most important step to save the bees should be to control Varroa more effectively. Therefore, iGEM Wageningen UR 2016 aimed to save the bees from Varroa.

Figure 1. 10x magnification of a V. destructor, taken with a stereo microscope.

Currently in the Netherlands and other European countries, beehives are treated against Varroa with a combination of organic products consisting of thymol, formic acid and oxalic acid. These compounds can contaminate beeswax and honey6. More importantly, beekeepers are wary that such compounds can be harmful to bees and humans when the concentration used is too high7,8. On the other hand, too low concentrations fail to kill Varroa and facilitate resistance9. The hobbyist character of beekeepers further adds to the concerns that accompany Varroa treatment. Beekeepers often care for their bees in their spare time and might not have time, resources, or the experience to use existing treatments in the intended manner.

Bee T

We propose a Varroa specific treatment through the use of engineered bacteria that releases toxin in a specified and regulated manner. The released toxin is not harmful to bees or humans. To do so, the bacteria will employ a network of regulation mechanisms to produce the toxin only when mites are present and when enough bacteria are present to effectively kill the mite. Other mechanisms are intended to strictly confine the bacteria to the treated hive, preventing them from spreading and mixing with natural ecosystems.

Specificity

When we started, there were results10 suggesting that a crystal protein produced by a Bacillus-like strain is able to specifically kill Varroa mites. To facilitate testing of such toxins, we developed a new in vitro method for testing Varroa toxicity. This method involves the use of vesicles created from Varroa mites and release of fluorophores from these vesicles. The new test for Varroa toxicity is extremely useful for future research as the mites' parasitic nature makes them incredibly vulnerable for laboratory experiments.

To create a Varroa specific toxin, we modified an existing crystal toxin to specifically target the mites. Additionally, we tried to actually create a protein domain able to bind Varroa gut cells. This domain could then be used to make existing protein toxins target Varroa mites.

To further improve our chances of getting a working Varroa toxin, we wanted to identify other bacteria that naturally produces a useful crystal protein. Our efforts yielded one interesting candidate which was sequenced to identify any potential toxins. To be able to identify the protein responsible for killing Varroa, we constructed a toxin scanner.

Regulation

As constant low levels of toxin facilitate resistances11, we wanted to only produce toxic proteins when Varroa mites are near the bacteria. Therefore we created and tested two systems where protein expression is dependent on the presence of mites. These systems are based on guanine and vitamin B12, indicators of Varroa mite presence.

Another measure to prevent low concentrations of toxin was to only produce toxin when enough bacteria are present. This minimizes effects of the toxin on bacterial growth when the density of bacteria is low. To further increase the growth and survival of BeeT, we designed a system to sustain a subpopulation of non-producers. Both systems were modeled to assess their functioning and how they would combine.

Bacteria might not be able to grow very well in beehives. Therefore, regulation based on bacterial density may not be the best approach for toxin expression. Bacteria may not even be able to grow to the density required for toxin production. As an alternative we have created a toggle switch that combines the mite sensing with vitamin B12 or guanine with one of our safety measures: vulnerability of BeeT to light. This allows functional and safe regulation of toxin production even if BeeT cannot grow inside beehives.

Biocontainment

We wanted to limit BeeT to the treated hive. This prevents unknown effects the bacteria could have on larger ecosystems. The first, most intuitive mechanism here is making BeeT dependent on the shade that beehives provide. Incorporated as part of the toggle-switch we have attempted to create an optogenetic kill switch, killing BeeT when it is exposed to light. To better understand this system a model was constructed.

As a final biocontainment, we envisioned BeeT to depend on the presence of an artificial amino acid. Such a system had already been constructed12. We tried to improve this system, causing Cas9 to degrade DNA when the bacteria run out of synthetic amino acid.

Real-world Functionality

To be effective, BeeT has to be able to survive in the beehive. To make sure it does, we modeled the dynamics of the bacterium. Lastly, to assess the applicability of BeeT in a real-world scenario, we created a new module for the 'beehave' model13. The BEEHAVE model assesses population dynamics and foraging of honey bees. The newly constructed module includes BeeT in the model, giving information on what real-life factors influence its effectiveness.

References

    1. Spivak, M., Mader, E., Vaughan, M., & Euliss Jr, N. H. (2010). The Plight of the Bees†. Environmental science & technology, 45(1), 34-38.

    2. Seitz, N., Traynor, K. S., Steinhauer, N., Rennich, K., Wilson, M. E., Ellis, J. D., ... & Delaplane, K. S. (2016). A national survey of managed honey bee 2014–2015 annual colony losses in the USA. Journal of Apicultural Research, 1-12.

    3. Van Der Zee, R., Gray, A., Pisa, L., & De Rijk, T. (2015). An observational study of honey bee colony winter losses and their association with Varroa destructor, neonicotinoids and other risk factors. PloS one, 10(7), e0131611.

    4. Genersch, E., Von Der Ohe, W., Kaatz, H., Schroeder, A., Otten, C., Büchler, R., ... & Meixner, M. (2010). The German bee monitoring project: a long term study to understand periodically high winter losses of honey bee colonies. Apidologie, 41(3), 332-352.

    5. Guzmán-Novoa, E., Eccles, L., Calvete, Y., Mcgowan, J., Kelly, P. G., & Correa-Benítez, A. (2010). Varroa destructor is the main culprit for the death and reduced populations of overwintered honey bee (Apis mellifera) colonies in Ontario, Canada. Apidologie, 41(4), 443-450.

    6. Serra Bonvehí, J., Ventura Coll, F., & Ruiz Martínez, J. A. (2016). Residues of essential oils in honey after treatments to control Varroa destructor. Journal of Essential Oil Research, 28(1), 22-28.

    7. Bonnafé, E., Alayrangues, J., Hotier, L., Massou, I., Renom, A., Souesme, G., ... & Armengaud, C. (2016). Monoterpenoid‐based preparations in beehives affect learning, memory, and gene expression in the bee brain. Environmental Toxicology and Chemistry.

    8. Charpentier, G., Vidau, C., Ferdy, J. B., Tabart, J., & Vetillard, A. (2014). Lethal and sub‐lethal effects of thymol on honeybee (Apis mellifera) larvae reared in vitro. Pest management science, 70(1), 140-147.

    9. Goodwin, M., & Van Eaton, C. (2001). Control of Varroa. A guide for New Zealand Beekeepers. New Zealand Ministry of Agriculture and Forestry (MAF). Wellington, New Zealand.

    10. Alquisira-Ramírez, E. V., Paredes-Gonzalez, J. R., Hernández-Velázquez, V. M., Ramírez-Trujillo, J. A., & Peña-Chora, G. (2014). In vitro susceptibility of Varroa destructor and Apis mellifera to native strains of Bacillus thuringiensis. Apidologie, 45(6), 707–718.

    11. Tabashnik, B. E., Brévault, T., & Carrière, Y. (2013). Insect resistance to Bt crops: lessons from the first billion acres. Nature Biotechnology, 31(6), 510–521.

    12.Mandell, D. J., Lajoie, M. J., Mee, M. T., Takeuchi, R., Kuznetsov, G., Norville, J. E., … Church, G. M. (2015). Biocontainment of genetically modified organisms by synthetic protein design. Nature, 518(7537), 55–60.

    13.Becher, M. A., Grimm, V., Thorbek, P., Horn, J., Kennedy, P. J., & Osborne, J. L. (2014). BEEHAVE: a systems model of honeybee colony dynamics and foraging to explore multifactorial causes of colony failure. Journal of Applied Ecology, 51(2), 470–482.