Team:NCTU Formosa/Test

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<div class="li"><div class="card">
<div class="li"><div class="card">
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===Overview===
 +
====Impact of pest====
 +
<p>In agriculture, insect problems have existed for a long time, and have been difficult to be solved, all agricultural products on earth every year are suffered from harm and damage caused by these insects,which is bulky and difficult to estimate. </p>
-
===MATLAB Introduction===
+
<p>Losses caused by pests on crops include direct damage, drug costs and the experimental costs, The loss which is most difficult to estimate is the consumption of medical resources on human health hazards caused by pesticides.</p>
 +
<p>We can see this credible chart, insect damage recorded in Brazil region, pests generally reduce crop yields by 10 percent, which is each crop have reduced the value of hundreds of millions.
 +
Our goal is committed to reducing agricultural losses, safeguarding human health, and maintain ecological balance.
 +
</p>
 +
[[File:NCTUformosa2014overview.jpg|center|600px|Figure 1.This chart demonstrates the losses of various crops caused by harmful insects.]]
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====Pesticide hazards====
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<p>
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Because of the hazard of insects, human beings to make a lot of ideas to kill these harmful insects. In 15th century,people used heavy metals to kill  harmful insects,such as Arsenic,Mercury and Plumbum, which caused a catastrophe to the environment.</p><p>Pesticide becomes more powerful along with the technology, in 20th century,the agriculture develops rapidly just because of the evolution of pesticide. But the pesticide is not only harmful to the insects but also harmful to the human beings. People found this problem after several decades. The toxin of the pesticide will be kept in creatures by the food chain,and finally go into human's body.</p>
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      <img src="https://fbcdn-sphotos-c-a.akamaihd.net/hphotos-ak-xaf1/t31.0-8/p180x540/10683739_756129141112736_7628821219698934369_o.jpg" />
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However, it's not too late to improve this situation. We can create an evolution of agriculture by a new method,and it is what we do!
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 +
====Solution to both questions====
-
===ANFIS Introduction===
+
It needs pesticides to eliminate the pests, but the use of pesticides will hurt environments and cause harm to humans. Thus there have been conflicting issues, and have been difficult to be solved.
-
<p>Adaptive-Network-Based Fuzzy Inference System, in short ANFIS, is a power tool for constructing a set of fuzzy if-then rules to generate stipulated output and input pairs. Unlike system modeling using mathematical rules that lacks the ability to deal with ill-defined and uncertain system, '''ANFIS can transform human knowledge into rule base, and therefore, ANFIS can effectively tune membership functions, minimizing the output error.'''</p>
+
In order to solve the above-mentioned problems, we came up with a practical, inexpensive way.
 +
 
 +
[[File:NCTU_Formosa_2014_project_4.jpg|400px|thumb|center|Figure 2, This is a diagram of our device, we will mention how this device can bring better results for our plan and how we improve it's efficiency later.]]
 +
<div></div>
 +
 
 +
 
 +
======Reference======
 +
<div class="ref">
 +
<ol start="1">
 +
 
 +
 
 +
 
 +
 
 +
 
 +
 
 +
</ol>
 +
</div>
</div></div>
</div></div>
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<div class="li"><div class="card">
<div class="li"><div class="card">
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===Single Unit===
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===PBAN(Pheromone Biosynthesis Activating Neuropeptide)===
-
====Red Promoter====
+
-
As shown in Figure 2,  the red promoter is consisted of P<sub>ompc</sub> and P<sub>lac</sub>. By multiplying the experimental data of P<sub>ompc</sub> + RBS + mGFP and P<sub>lac</sub> + RBS + mGFP, we would be able to build a model for the red promoter. This model, however, wouldn't be so accurate. To solve this problem, '''we used this model to train the actual experimental data of the red promoter by using ANFIS.''' Figure 2 is the result of such a training. We obtained '''a curve between our model and the actual experimental data.''' This curve is the representation of the new model that has been trained and supported by the actually experimental data of P<sub>red</sub>. This new model definitely contains a high degree of accuracy.
+
-
[[File:NCTU_Pred-value.jpg|center|Figure 2. using ANFIS to modified the simulated data by experimental data to obtain a more accurate result.]]
+
-
====Lux Promoter====
+
====Introduction====
-
<p>We did the following modeling based on the data obtained from Imperial 2007 iGEM team.
+
<p>PBAN(Pheromone Biosynthesis Activating Neuropeptide) is one kind of peptide that can activate biosynthesis of pheromones of many kinds of insects. Once a PBAN binds with the G-protein coupled receptor on an insect’s pheromone gland, biosynthesis would be activated and pheromones will be synthesized and emitted. </p>
-
The data notes the strength of P<sub>lux</sub> under '''different concentrations of AHL''' and '''different time frames'''.</p>
+
-
[[File:Plux_testbiobrick.jpg|400px|center|Figure 3. the biobrick to test expression of the lux promoter]]
+
-
<p>
+
-
Using ANFIS to train 76 sets of data and to test 20 sets of data, we ontained Figure 4. It shows that '''our training data exhibits a similar trend as the testing data''', even though '''the computer has no based knowledge of the trend'''. This simply means that our modeling has successfully simulated the actually data. </p>
+
-
[[File:Nctu_Plux_train_wikifig.jpg|745px|center|Figure 4. The training and testing data using ANFIS system]]
+
-
Figure 5 is the resultant graph from input 1 (time) and input 2 (AHL concentration). According to this graph, we can observe the output (fluorescence) has two peaks about AHL concentration(at concentration of 4 nM and 40 nM).
+
-
That means '''we could achieve our regulation goal with little AHL.''' Also, pleas note that there is more output as time passes.
+
-
[[file:Nctu_Plux_ahl_time_wikifig.jpg|500px|center|Figure 5. Input 1 is time (min), input 2 is AHL concentration, and output is fluorescence.]]
+
-
====37 °C RBS====
+
[[File:PBAN_mechanism-1.jpg|400px|thumb|center| Working mechanism of PBAN ]]
-
<p>We used Figure 6 biobrick to model our 37<sup>o</sup>C RBS's function at different
+
 
-
temperatures.</p>
+
====Features of PBAN====  
-
[[File:Nctu_37rbs_biobricktest.jpg|400px|center|Figure 6. The biobrick used to test the temperature-regulated RBS function ]]
+
 
-
<p>
+
<p>1. PBAN is species-specific just like pheromones, that means every kinds of insects which can produce pheromone have it's specific PBAN,which can only bind with it's specific receptor and only stimulate the biosynthesis of a specific pheromone. </p>
-
First, we did a experiment that test the fluroscence at different temperature and different time.
+
 
-
Choosing 100 sets of data to do machine learning, then we tested 20 sets of data. '''As Figure 7 shown, the curve can classify 4 groups fit in 27<sup>o</sup>C,32<sup>o</sup>C,37<sup>o</sup>C and 42<sup>o</sup>C.'''
+
<p>2. The coding sequence for a PBAN is usually around 100 basepairs. Thus, it is easy for E.coli to express. We can even combine several different PBAN sequences into one BioBrick assembly.  (Check this out at our BioBrick page)</p>
-
</p>
+
 
-
[[File:Nctu_37_random_test.jpg|745px|center|Figure 7.The figure shows 100 training data composed by 4 different temperture (blue dot), and simulated result (red star).]]
+
====PBAN in nature====
-
<p>To test the accuracy of our model, we randomly chose 20 pairs of data which is not include in our training data to do the independent test, and the test result is shown in Figure 8. The blue dot in the figure represents the real experimental data that we randomly choose from our whole dataset, and the red star represents simulated result of our model. '''It is obviously showed that our model can accurately predict the biobrick function in any condition by using ANFIS.'''</p>
+
In nature, female insects such as moths release PBAN during mating to stimulate the synthesis of pheromones in order to attract their male counterparts. PBAN can also facilitate the release of non-sex pheromones such as trail pheromones for ants.
-
[[File:37rbs_test.png|745px|center|Figure 8. The blue dots represents the real experimental data. The red star represents simulated result of our model.]]
+
 
-
[[File:37rbs_model.jpg|center|500px|Figure 9. Input 1= Time (hr), Input 2= Temperature (degree Celsius), Output = Normalized expression (AU).]]
+
====How are we going to use PBAN?====
 +
In our project, we will biologically synthesize PBAN with our E.coli. We store the PBAN inside a trapping device (check this out at our Device page). In the device, there will be appropriate lighting and nutrient sources that will attract insects.  
 +
<br>
 +
[[File:PBAN_mechanism-2.jpg|450px|thumb|center|]]
 +
<p> Once an insect is attracted into our device and ingests the nutrient sources we provide, it will also inevitably come in contact with our PBAN, which is evenly mixed with the nutrient sources. As the PBAN works its magic and activates the pheromone synthesis of the attracted insect, more of this species of insect’s counterparts will be attracted and later captured. </p>
 +
 
 +
[[File:PBAN_mechanism-3.jpg|450px|thumb|center|]]
-
<p>From Figure 9, the maximum output is obtained at 37 <sup>o</sup>C. Under the same time frame, the output (the normalized expression of the reporter gene) is maximized at 37 <sup>o</sup>C while minimized at 25 <sup>o</sup>C. There is a dramatic decrease in the output below 30 <sup>o</sup>C and the outputs around 37<sup>o</sup>C are much higher. '''This modeling demonstrates that using 37 <sup>o</sup>C RBS is a plausible approach for achieving gene expression through temperature.''' </p>
 
======Reference======
======Reference======
-
<div class="rev">
+
<div class="ref">
<ol start="1">
<ol start="1">
-
<li>iGEM 2007 Imperial  https://2007.igem.org/Imperial</li>
+
<li>part BBa_I15008;MIT Registry of Standard Biological Parts</li>
 +
<li>part BBa_I15009;MIT Registry of Standard Biological Parts</li>
 +
<li>Miriam Altstein, Role of neuropeptides in sex pheromone production in moths,Peptides 25 (2004) 1491–1501.</li>
 +
<li>Ada Rafaeli, Pheromone biosynthesis activating neuropeptide (PBAN): Regulatory role and mode of action, General and Comparative Endocrinology 162 (2009) 69–78</li>
 +
<li>Ronald J. Nachmana, Peter E.A. Teal, Allison Strey, Enhanced oral availability/pheromonotropic activity of peptidase-resistant topical amphiphilic analogs of pyrokinin/PBAN insect neuropeptides, Peptides 23 (2002) 2035–2043</li>
 +
<li>Russell Jurenka1 and Ada Rafaeli, Regulatory role of PBAN in sex pheromone biosynthesis of heliothine moths, frontiers in ENDOCRINOLOGY, published: 10 October 2011 doi: 10.3389/fendo.2011.00046</li>
 +
<li>Dr. Ashok K. Raina andJulius J. Menn, Pheromone biosynthesis activating neuropeptide: From discovery to current status, Issue Archives of Insect Biochemistry and Physiology, Article first published online: 7 FEB 2005 DOI: 10.1002/arch.940220112</li>
 +
<li>Man-Yeon Choi and Robert K. Vander Meer, Ant Trail Pheromone Biosynthesis Is Triggered by a Neuropeptide Hormone, PLoS Onev.7(11); 2012PMC3511524</li>
 +
 
</ol>
</ol>
</div>
</div>
 +
</div></div>
</div></div>
 +
<div class="li"><div class="card">
<div class="li"><div class="card">
-
===E.colightuner Simulation===
+
===Biobrick Design===
-
<div id="abgneBlock">
+
[[File:NCTU Formoas 2014 project 2.png|400px|thumb|center|Figure.1]]
-
<ul class="list">
+
<p></p>
-
<li><a target="_blank" href="#"><img src="images/01.jpg"></a></li>
+
[[File:NCTU Formoas 2014 project 3.jpg|400px|thumb|center|Figure.2]]
-
<li><a target="_blank" href="#"><img src="images/02.jpg"></a></li>
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-
<li><a target="_blank" href="#"><img src="images/03.jpg"></a></li>
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-
<li><a target="_blank" href="#"><img src="images/04.jpg"></a></li>
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-
<li><a target="_blank" href="#"><img src="images/05.jpg"></a></li>
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</ul>
+
-
</div>
+
 +
<p></p>
 +
We searched the DNA sequences of the PBANs from many kinds of moths on NCBI, then contrasted to the amino sequences from papers so that we can selected the DNA fragments which directly correspond to gland-stimulating function, By ligating the Ribosome binding site(B0034) and PBAN DNA sequence, we were able to make E.coli directly produce these PBANs instead of the original complex process of PBAN biosynthesis in insects. We had gotten nine kinds of PBANs, each of which is from one kind of moth
 +
,after we constructed the PBAN biobricks, the B0034+BFP+J61048 biobrick was ligated behind the PBAN biobrick in order to make modeling each PBAN biobrick respectively more easy in the future and observing the production of PBANs more convenient for us.
 +
 +
 +
 +
 +
 +
 +
 +
======Reference======
 +
<div class="ref">
 +
<ol start="9">
 +
<li>Torsten Waldminghaus, Nadja Heidrich, Sabine Brantl and Franz Narberhaus .(2007). FourU: a novel type of RNA thermometer in Salmonella . Molecular Microbiology , 65(2): 413–424 DOI:10.1111/j.1365-2958.2007.05794.x</li>
 +
<li>part BBa_K115002;TUDelft Registry of Standard Biological Parts</li>
 +
</li>
 +
</ol>
 +
</div>
</div></div>
</div></div>
 +
<div class="li"><div class="card">
 +
===Device===
 +
====Introduction====
 +
  In the libaray,We read something about introduction of Pyramid in order to figure out how to design our divice.We then came out with the adventages of this structure.With unique extereior and the grave of Pharaohs,We thought that the idea of Pyramid match with our device perfactly.The Pests are killed in our trap just like Pharaons buried in Pyramid.
 +
 +
====Mechanism====
 +
  First ,We divide our design chart into two parts-exterior and interior. The exterior is just like the appearance of Pyramid ,and the interior is used to equip PBANs and bag for pests. When the harmful insects eat our biobrick, they will release pheromone ,and attract the same species. We first use blue light and the smell of pheromone to attract insect. After they go into our device ,we will take advantages of their characteristic that insects always fly high to escape. And then ,they will be stuck in our device. When we take away the outer shield ,the hock on the outer shield will close the bag ,and the insects will be caught. In addition ,the four tenons at the corner can firm up our device.
 +
  To get more professional suggestions, we go to the National Chung Hsing university,and visit the professor Hau You Tzeng who major in mosquito. This tour benefit us very much. We get some knowledge about how you to design breeding cage. With this experience, we finally design  our own breeding cage.
 +
 +
====Design====
 +
  For the materials of our device ,We use Acrylic Sheet or balsa.The fomer is transparent and safer than glass. The latter is cheap ,light ,and easy to cut.
 +
  For the process ,We google some informations of our factories ,and use Colddraw to hand out the design chart. We also go everywhere to buy what we need for our device. For example,the tool for cutting wood and LED light were just named a few.
 +
 +
 +
======Reference======
 +
<div class="ref">
 +
<ol start="11">
 +
<li>Xu, S.; Montgomery, M.; Kostas, S.; Driver, S.; Mello, C. (1998). "Potent and specific genetic interference by double-stranded RNA in Caenorhabditis elegans". Nature 391 (6669): 806–811 DOI:10.1038/35888</li>
 +
<li>Jörg Vogel , Ben F. Luisi.(2011). Hfq and its constellation of RNA. Nature Reviews Microbiology, 9:578-589</li>
 +
<li>E.K. Jocelyn, S.G. Elliott , T.K. Stephen, "Lewin's Genes X.-10th ed.", Jones & Bartlett, Sudbury, MA, 2011.</li>
 +
<li>Karen M. Wassarman.(2002). "Small RNAs in Bacteria: Diverse Regulators of Gene Expression in Response to Environmental Changes". Cell, 109:141–144</li>
 +
<li>Hongmarn Park, Geunu Bak, Sun Chang Kim & Younghoon Lee.(2013). "Exploring sRNA-mediated gene silencing mechanisms using artificial small RNAs derived from a natural RNA scaffold in ''Escherichia coli'' ". Nucleic Acids Research,Vol. 41, No. 6, 3787-3804 DOI:10.1093</li>
 +
<li>Vandana Sharma, Asami Yamamura & Yohei Yokobayashi.(2011). "Engineering Artificial Small RNAs for Conditional Gene Silencing in E. coli". ACS Synthetic Biology</li>
 +
</ol>
 +
</div>
 +
</div></div>
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{{:Team:NCTU Formosa/source/card-end}}
 
<html>
<html>
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     <p>Cover image credit: <a href="http://www.dvq.co.nz/" target="_blank">DVQ</a></p>
     </div> </div>
     </div> </div>
 +
</div>

Revision as of 02:39, 7 September 2014

Project

Change the font size right here

Contents

Overview

Impact of pest

In agriculture, insect problems have existed for a long time, and have been difficult to be solved, all agricultural products on earth every year are suffered from harm and damage caused by these insects,which is bulky and difficult to estimate.

Losses caused by pests on crops include direct damage, drug costs and the experimental costs, The loss which is most difficult to estimate is the consumption of medical resources on human health hazards caused by pesticides.

We can see this credible chart, insect damage recorded in Brazil region, pests generally reduce crop yields by 10 percent, which is each crop have reduced the value of hundreds of millions. Our goal is committed to reducing agricultural losses, safeguarding human health, and maintain ecological balance.

Figure 1.This chart demonstrates the losses of various crops caused by harmful insects.


Pesticide hazards

Because of the hazard of insects, human beings to make a lot of ideas to kill these harmful insects. In 15th century,people used heavy metals to kill harmful insects,such as Arsenic,Mercury and Plumbum, which caused a catastrophe to the environment.

Pesticide becomes more powerful along with the technology, in 20th century,the agriculture develops rapidly just because of the evolution of pesticide. But the pesticide is not only harmful to the insects but also harmful to the human beings. People found this problem after several decades. The toxin of the pesticide will be kept in creatures by the food chain,and finally go into human's body.

However, it's not too late to improve this situation. We can create an evolution of agriculture by a new method,and it is what we do!

Solution to both questions

It needs pesticides to eliminate the pests, but the use of pesticides will hurt environments and cause harm to humans. Thus there have been conflicting issues, and have been difficult to be solved. In order to solve the above-mentioned problems, we came up with a practical, inexpensive way.

Figure 2, This is a diagram of our device, we will mention how this device can bring better results for our plan and how we improve it's efficiency later.


Reference

PBAN(Pheromone Biosynthesis Activating Neuropeptide)

Introduction

PBAN(Pheromone Biosynthesis Activating Neuropeptide) is one kind of peptide that can activate biosynthesis of pheromones of many kinds of insects. Once a PBAN binds with the G-protein coupled receptor on an insect’s pheromone gland, biosynthesis would be activated and pheromones will be synthesized and emitted.

Working mechanism of PBAN

Features of PBAN

1. PBAN is species-specific just like pheromones, that means every kinds of insects which can produce pheromone have it's specific PBAN,which can only bind with it's specific receptor and only stimulate the biosynthesis of a specific pheromone.

2. The coding sequence for a PBAN is usually around 100 basepairs. Thus, it is easy for E.coli to express. We can even combine several different PBAN sequences into one BioBrick assembly. (Check this out at our BioBrick page)

PBAN in nature

In nature, female insects such as moths release PBAN during mating to stimulate the synthesis of pheromones in order to attract their male counterparts. PBAN can also facilitate the release of non-sex pheromones such as trail pheromones for ants.

How are we going to use PBAN?

In our project, we will biologically synthesize PBAN with our E.coli. We store the PBAN inside a trapping device (check this out at our Device page). In the device, there will be appropriate lighting and nutrient sources that will attract insects.

PBAN mechanism-2.jpg

Once an insect is attracted into our device and ingests the nutrient sources we provide, it will also inevitably come in contact with our PBAN, which is evenly mixed with the nutrient sources. As the PBAN works its magic and activates the pheromone synthesis of the attracted insect, more of this species of insect’s counterparts will be attracted and later captured.

PBAN mechanism-3.jpg


Reference
  1. part BBa_I15008;MIT Registry of Standard Biological Parts
  2. part BBa_I15009;MIT Registry of Standard Biological Parts
  3. Miriam Altstein, Role of neuropeptides in sex pheromone production in moths,Peptides 25 (2004) 1491–1501.
  4. Ada Rafaeli, Pheromone biosynthesis activating neuropeptide (PBAN): Regulatory role and mode of action, General and Comparative Endocrinology 162 (2009) 69–78
  5. Ronald J. Nachmana, Peter E.A. Teal, Allison Strey, Enhanced oral availability/pheromonotropic activity of peptidase-resistant topical amphiphilic analogs of pyrokinin/PBAN insect neuropeptides, Peptides 23 (2002) 2035–2043
  6. Russell Jurenka1 and Ada Rafaeli, Regulatory role of PBAN in sex pheromone biosynthesis of heliothine moths, frontiers in ENDOCRINOLOGY, published: 10 October 2011 doi: 10.3389/fendo.2011.00046
  7. Dr. Ashok K. Raina andJulius J. Menn, Pheromone biosynthesis activating neuropeptide: From discovery to current status, Issue Archives of Insect Biochemistry and Physiology, Article first published online: 7 FEB 2005 DOI: 10.1002/arch.940220112
  8. Man-Yeon Choi and Robert K. Vander Meer, Ant Trail Pheromone Biosynthesis Is Triggered by a Neuropeptide Hormone, PLoS Onev.7(11); 2012PMC3511524

Biobrick Design

Figure.1

Figure.2

We searched the DNA sequences of the PBANs from many kinds of moths on NCBI, then contrasted to the amino sequences from papers so that we can selected the DNA fragments which directly correspond to gland-stimulating function, By ligating the Ribosome binding site(B0034) and PBAN DNA sequence, we were able to make E.coli directly produce these PBANs instead of the original complex process of PBAN biosynthesis in insects. We had gotten nine kinds of PBANs, each of which is from one kind of moth ,after we constructed the PBAN biobricks, the B0034+BFP+J61048 biobrick was ligated behind the PBAN biobrick in order to make modeling each PBAN biobrick respectively more easy in the future and observing the production of PBANs more convenient for us.




Reference
  1. Torsten Waldminghaus, Nadja Heidrich, Sabine Brantl and Franz Narberhaus .(2007). FourU: a novel type of RNA thermometer in Salmonella . Molecular Microbiology , 65(2): 413–424 DOI:10.1111/j.1365-2958.2007.05794.x
  2. part BBa_K115002;TUDelft Registry of Standard Biological Parts

Device

Introduction

 In the libaray,We read something about introduction of Pyramid in order to figure out how to design our divice.We then came out with the adventages of this structure.With unique extereior and the grave of Pharaohs,We thought that the idea of Pyramid match with our device perfactly.The Pests are killed in our trap just like Pharaons buried in Pyramid.

Mechanism

 First ,We divide our design chart into two parts-exterior and interior. The exterior is just like the appearance of Pyramid ,and the interior is used to equip PBANs and bag for pests. When the harmful insects eat our biobrick, they will release pheromone ,and attract the same species. We first use blue light and the smell of pheromone to attract insect. After they go into our device ,we will take advantages of their characteristic that insects always fly high to escape. And then ,they will be stuck in our device. When we take away the outer shield ,the hock on the outer shield will close the bag ,and the insects will be caught. In addition ,the four tenons at the corner can firm up our device. 
 To get more professional suggestions, we go to the National Chung Hsing university,and visit the professor Hau You Tzeng who major in mosquito. This tour benefit us very much. We get some knowledge about how you to design breeding cage. With this experience, we finally design  our own breeding cage.

Design

 For the materials of our device ,We use Acrylic Sheet or balsa.The fomer is transparent and safer than glass. The latter is cheap ,light ,and easy to cut.
 For the process ,We google some informations of our factories ,and use Colddraw to hand out the design chart. We also go everywhere to buy what we need for our device. For example,the tool for cutting wood and LED light were just named a few.


Reference
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  2. Jörg Vogel , Ben F. Luisi.(2011). Hfq and its constellation of RNA. Nature Reviews Microbiology, 9:578-589
  3. E.K. Jocelyn, S.G. Elliott , T.K. Stephen, "Lewin's Genes X.-10th ed.", Jones & Bartlett, Sudbury, MA, 2011.
  4. Karen M. Wassarman.(2002). "Small RNAs in Bacteria: Diverse Regulators of Gene Expression in Response to Environmental Changes". Cell, 109:141–144
  5. Hongmarn Park, Geunu Bak, Sun Chang Kim & Younghoon Lee.(2013). "Exploring sRNA-mediated gene silencing mechanisms using artificial small RNAs derived from a natural RNA scaffold in Escherichia coli ". Nucleic Acids Research,Vol. 41, No. 6, 3787-3804 DOI:10.1093
  6. Vandana Sharma, Asami Yamamura & Yohei Yokobayashi.(2011). "Engineering Artificial Small RNAs for Conditional Gene Silencing in E. coli". ACS Synthetic Biology


Cover image credit: DVQ