Difference between revisions of "Team:UC Davis/Proof"

(made eligible, ready for samir to edit)
Line 1: Line 1:
 
{{UC_Davis}}
 
{{UC_Davis}}
 
 
<html>
 
<html>
 +
<head></head>
 +
<body>
  
 +
   
 +
    <div class="container-fluid">
 +
<div class="row row-centered body_odd">
 +
<div class="col-centered col-xs-10 ">
 +
<h1>Novel Expression</h1>
 +
<p>As a result of our search for homologs to blue GAF proteins, our team selected 13 GAF domain to transform into E.coli. We were able to successfully transform 4 of them, 3 of which were blue and 1 red. </p>
 +
</div>
 +
</div>
 +
</div>
 +
<div class="container">
 +
<div class="row row-centered">
 +
<div class="col-centered col-xs-12">
 +
<h3>Motivation</h3>
 +
<p>A main focus of our project was to engineer a replacement for the dye Blue #1. While there are some known GAF proteins which absorb only 10 nm away from Blue #1, this actually represents large visual differences in color (25). For example, the difference in color from Spirulina to Blue #1 is only 10nm, and that is clearly visible by eye (26). In an effort to match Blue #1’s peak spectra better, our team chose 13 blue GAF domain homologs in an effort to expand the known blue spectra of GAF domains, and ultimately get closer to ideal absorption of 630nm (8). </p>
 +
<h3>Research</h3>
 +
<p>After carefully selecting our 13 GAF proteins we began their transformation into E.coli. For easy induction, the DNA for the coding sequences were synthesized with a pBAD promoter (K206000) and strong RBS (B0034) so cultures can be induced with arabinose to produce the GAF protein, also known as the apoprotein.</p>
 +
<p>Due to cloning difficulties, we resorted to using standard digestion/ligation methods to insert the protein-coding sequences into pSB1C3 sourced from J04450. Since untransformed plasmid colonies appear red, correctly transformed cells were screened by selecting white colonies. These were sequenced and co-transformed into DH5-alpha cells along with a plasmid containing the PCB pathway enzymes. The co-transformed cells were screened using a double-antibiotic plate, and a correctly co-transformed colony was used to innoculate 50ml TB cultures induced with arabinose. These cultures were harvested after overnight shaking for use in protein purification.</p>
 +
<p>We were able to create the following succesfully expressed parts</p>
 +
<table class = "table table-condensed table-bordered table-striped">
 +
<tbody>
 +
<tr>
 +
<td>
 +
<p>BBa_K1916000</p>
 +
</td>
 +
<td>
 +
<p>NpF2164g5</p>
 +
</td>
 +
<td>
 +
<p><u><a href="http://parts.igem.org/Part:BBa_K1916000">http://parts.igem.org/Part:BBa_K1916000</a></u></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p>BBa_K1916002</p>
 +
</td>
 +
<td>
 +
<p>Cyan7427</p>
 +
</td>
 +
<td>
 +
<p><u><a href="http://parts.igem.org/Part:BBa_K1916002">http://parts.igem.org/Part:BBa_K1916002</a></u></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p>BBa_K1916004</p>
 +
</td>
 +
<td>
 +
<p>Ga0100955_11928g3</p>
 +
</td>
 +
<td>
 +
<p><u><a href="http://parts.igem.org/Part:BBa_K1916004">http://parts.igem.org/Part:BBa_K1916004</a></u></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p>BBa_K1916018</p>
 +
</td>
 +
<td>
 +
<p>CBCR8</p>
 +
</td>
 +
<td>
 +
<p><u><a href="http://parts.igem.org/Part:BBa_K1916018">http://parts.igem.org/Part:BBa_K1916018</a></u></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p>BBa_K1916100</p>
 +
</td>
 +
<td>
 +
<p>pBAD+RBS+NpF</p>
 +
</td>
 +
<td>
 +
<p><u><a href="http://parts.igem.org/Part:BBa_K1916100">http://parts.igem.org/Part:BBa_K1916100</a></u></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p>BBa_K1916102</p>
 +
</td>
 +
<td>
 +
<p>pBAD+RBS+Cyan</p>
 +
</td>
 +
<td>
 +
<p><u><a href="http://parts.igem.org/Part:BBa_K1916102">http://parts.igem.org/Part:BBa_K1916102</a></u></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p>BBa_K1916104</p>
 +
</td>
 +
<td>
 +
<p>pBAD+RBS+G3</p>
 +
</td>
 +
<td>
 +
<p><u><a href="http://parts.igem.org/Part:BBa_K1916104">http://parts.igem.org/Part:BBa_K1916104</a></u></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p>BBa_K1916118</p>
 +
</td>
 +
<td>
 +
<p>pBAD+RBS+CBCR8</p>
 +
</td>
 +
<td>
 +
<p><u><a href="http://parts.igem.org/Part:BBa_K1916118">http://parts.igem.org/Part:BBa_K1916118</a></u></p>
 +
</td>
 +
</tr>
 +
</tbody>
 +
</table>
 +
<p>After cell lysis by sonication, the proteins were further purified using the intein mediated purification with an affinity chitin-binding tag (21). This is a purification method utilizes the inducible self-cleaving inteins to separate the protein from the affinity tag without the use of the protease (21). This purification method was chosen because it allows complete removal of the intein tag from the protein, meaning no foreign DNA is remaining on the protein after purification. Our team felt this is an important step in relation to the labeling scheme our dye may undergo in which having even a piece of non-native DNA could mean dramatic differences. A more thorough discussion of the labeling possibilities can be found in the human practices tab.</p>
 +
<p>Our team discovered the purification of these proteins ultimately had a noticeable effect on the final absorption spectra. The main difference being the purified protein has a much clearer and refine absorbance spectra and does not have other residues around the 400 nm range. However, one downside that is that the purification does lead to a loss in product, as evidenced by the reduction in peak height. This loss of product can ultimately be improved in the future more efficient eluting methods.</p>
 +
<div class="centered"><img src="https://static.igem.org/mediawiki/2016/a/a2/T--UC_Davis--UCD16_novel1.png" alt=""></div>
 +
<p>Below is the spectra of Blue #1 compared to our positive GAF control and a novel GAF protein. Our positive GAF control, labeled here as NpF2164g5, is a previoulsy characterized GAF protein, but is new  to iGEM and built into a new plasmid construct by our team. This acts as a positive control that our data is reproducible and supported by published peer reviewed literature. Similar to other findings for the absorbance of the native NpF2164g5 15Z (-), our data shows the max peak absorbance at 640nm, only 10nm away from Blue #1 (13). The novel GAF protein, labeled here as G3 is a untested GAF protein sequence donated to us by our collaborators in the Clark Lagarias laboratory which we determined to have a peak around 740nm. This means the protein appears green to the human eye. Unfortunately this new GAF proteins is substaintially farther away from Blue #1, it still adds a new data point to the GAF absorbance spectra and also helps validate our predictive model. This protein was correctly predicted to absorb at higher than 600nm by our predictive model. Unfortunately the spectra of the remaining four novel GAF proteins which are correctly transformed and sequence verified are not available; however, our team hopes to bring the spectra to the iGEM compeitition. </p>
 +
<div class="centered"><img src="https://static.igem.org/mediawiki/2016/9/96/T--UC_Davis--UCD16_novelExp.png" height="400px" alt=""></div>
 +
<h3 class = "inline">Future Directions</h3><img src="https://static.igem.org/mediawiki/2016/c/c4/T--UC_Davis--UCD16_future.png" class = "bactImg img-rounded" alt="">
 +
<p>In the future, our team would like to work towards expanding the GAF domain spectra by both continuing the search for GAF homologs and also by mutations. By continuing the search for GAF homologs we feel the spectra can be significantly more filled; however, given that small changes in peak absorption visually have a significant difference in color,  we also think forcing mutations in known GAF domains is the next step. Similar to mutations performed in Roger Y. Tsien’s lab to which established that green fluorescent protein (GFP) spectral characteristics could be dramatically changed by single point mutations, our team hypothesizes that this may be the case for GAF domains as well (22). This was the case when a single point mutation in a conserved cysteine within the GAF domain transformed the phytochrome to be fluorescent, meaning that it is possible that GAF proteins spectral characteristics could be altered by intentional mutations in protein sequences. (27) </p>
 +
</div>
 +
<div class="col-xs-6 col-centered projLinks">
 +
<a href="https://2016.igem.org/Team:UC_Davis/Optimization" class="navBtn">Next: Production Optimization</a>
 +
</div>
 +
<br><hr>
 +
<div class="row row-centered footNotes">
 +
<div class="col-xs-12 col-centered">
 +
<ol>
 +
<li>Trotter, Greg. "Food Companies Are Phasing out Artificial Dyes, but Not Fast Enough for Some." <em>Food Companies Are Phasing out Artificial Dyes, but Not Fast Enough for Some</em>. Chicago Tribune, 24 June 2016. Web. 18 Oct. 2016.</li>
 +
<li><a href="http://sensing.konicaminolta.us/products/">"Konica Minolta - Products." <em>Instrument Systems - Sensing Americans</em>. Konica Minolta Sensing Americans Inc., Oct. 2016. Web. 18 Oct. 2016.</a></li>
 +
<li><a href="http://www.mars.com/global/about-us/policies-and-practices/color-policy">"Our Proposition on Artificial Colors - Colors Policy." MARS Incorporated, Oct. 2016. Web. 18 Oct. 2016.</a></li>
 +
<li><a href="http://www.nbcnews.com/business/consumer/kraft-mac-cheese-says-goodbye-dye-n345006">"Kraft Mac &amp; Cheese Says Goodbye to the Dye." <em>Decision - 2016</em>. NBC News, 20 Apr. 2015. Web. 18 Oct. 2016.</a></li>
 +
<li>"Taste of General Mills." <em>A Big Commitment for Big G Cereal</em>. General Mills Cereal Incorporated, 22 June 2015. Web. 18 Oct. 2016.</li>
 +
<li><a href="http://www.nestleusa.com/media/pressreleases/nestl%C3%A9-usa-commits-to-removing-artificial-flavors-and-fda-certified-colors-from-all-nestl%C3%A9-chocolate-candy-by-the-end-of-20">"Nestl&eacute; USA Commits to Removing Artificial Flavors and FDA-Certified Colors from All Nestl&eacute; Chocolate Candy by the End of 2015." <em>150 Years of Good Food, Good Life</em>. Nestle Incorporated, 17 Feb. 2015. Web. 18 Oct. 2016.</a></li>
 +
<li><a href="http://www.fao.org/docrep/016/ap106e/ap106e.pdf">Alexandratos, Nikos, and Jelle Bruinsma. "World Agriculture Towards 2030/2050." <em>Agricultural Development Economics Division - Food and Agriculture Organization of the United Nations</em>. Global Perspective Studies Team, June 2012. Web. 18 Oct. 2016.</a></li>
 +
<li><a href="https://pubchem.ncbi.nlm.nih.gov/compound/Acid_Blue_9#section=Stability">"Compound Summary for CID 19700." <em>Brilliant Blue FCF</em>. Pub Chem - Open Chemistry Database, 15 Oct. 2016. Web. 18 Oct. 2016.</a></li>
 +
<li><a href="http://www.fda.gov/ForIndustry/ColorAdditives/ColorAdditiveInventories/ucm115641.htm">"Summary of Color Additives for Use in the United States in Foods, Drugs, Cosmetics, and Medical Devices." <em>For Industry - Color Additives - Color Additive Inventories</em>. U.S. Food &amp; Drug Administration, May 2016. Web. 18 Oct. 2016.</a></li>
 +
<li><a href="http://link.springer.com/article/10.1007/s00217-004-1062-7">http://link.springer.com/article/10.1007/s00217-004-1062-7</a></li>
 +
<li><a href="http://www.instructables.com/id/Blue-Foods-Colorful-cooking-without-artificial-dy/">http://www.instructables.com/id/Blue-Foods-Colorful-cooking-without-artificial-dy/</a></li>
 +
<li>A Brief History of Phytochrome Nathan C. Rockwell and J. Clark Lagarias</li>
 +
<li>Hirose, Yuu, et al. "Green/red cyanobacteriochromes regulate complementary chromatic acclimation via a protochromic photocycle."<em>Proceedings of the National Academy of Sciences</em> 110.13 (2013): 4974-4979.</li>
 +
<li>Rockwell, Nathan C., and J. Clark Lagarias. "A brief history of phytochromes." <em>ChemPhysChem</em> 11.6 (2010): 1172-1180.</li>
 +
<li>Bussell, Adam N., and David M. Kehoe. &ldquo;Control of a Four-Color Sensing Photoreceptor by a Two-Color Sensing Photoreceptor Reveals Complex Light Regulation in Cyanobacteria.&rdquo; <em>Proceedings of the National Academy of Sciences of the United States of America</em> 110.31 (2013): 12834&ndash;12839. <em>PMC</em>. Web. 7 Oct. 2016.</li>
 +
<li><a href="http://www.nutritionaloutlook.com/food-beverage/coloring-spirulina-blue">http://www.nutritionaloutlook.com/food-beverage/coloring-spirulina-blue</a></li>
 +
<li>Nature&rsquo;s Palette: The Search for Natural Blue Colorants</li>
 +
<li>https://www.novozymes.com/en</li>
 +
<li><a href="http://www.dsm.com/corporate/home.html">http://www.dsm.com/corporate/home.html</a></li>
 +
<li><a href="http://prodata.swmed.edu/promals3d/promals3d.php">http://prodata.swmed.edu/promals3d/promals3d.php</a></li>
 +
<li><a href="https://www.neb.com/products/e6901-impact-kit">https://www.neb.com/products/e6901-impact-kit</a></li>
 +
<li>Heim R, Cubitt A, Tsien R (1995).<a href="http://tsienlab.ucsd.edu/Publications/Heim%201995%20Nature%20-%20Improved%20GFP.PDF">"Improved green fluorescence"</a> (PDF). <em>Nature</em>. 373 (6516): 663&ndash;4.<a href="https://en.wikipedia.org/wiki/Digital_object_identifier">doi</a>:<a href="https://dx.doi.org/10.1038%2F373663b0">10.1038/373663b0</a>.<a href="https://en.wikipedia.org/wiki/PubMed_Identifier">PMID</a><a href="https://www.ncbi.nlm.nih.gov/pubmed/7854443">7854443</a>.</li>
 +
<li><a href="https://www.ncbi.nlm.nih.gov/genome/browse/">https://www.ncbi.nlm.nih.gov/genome/browse/</a></li>
 +
<li><a href="http://pfam.xfam.org/">http://pfam.xfam.org/</a></li>
 +
<li>Red/Green Cyanobacteriochromes: Sensors of Color and Power - lagarias</li>
 +
<li><a href="https://en.wikipedia.org/wiki/Brilliant_Blue_FCF#/media/File:Blue_smarties.JPG">https://en.wikipedia.org/wiki/Brilliant_Blue_FCF#/media/File:Blue_smarties.JPG</a></li>
 +
<li> Fischer, A. J. and J. C. Lagarias (2004). "Harnessing phytochrome's glowing potential." Proceedings of the National Academy of Sciences of the United States of America 101(50): 17334-17339.</li>
 +
<li><a href="http://www.sciencedirect.com/science/article/pii/S1359511312000268">Stability of phycocyanin extracted from Spirulina sp.: Influence of temperature, pH and preservatives</a>- R Chaiklahan, N Chirasuwan, B Bunnag - Process Biochemistry, 2012 - Elsevier</li>
 +
<li>http://www.lightboxkit.com/Assay_dye.html</li>
 +
<li>"Your Brain - A User's Guide - 100 Things You Never Knew." National Geographic Time INC. Specials 12 Feb. 2016: Print.</li>
 +
<li>Sensing, Konica Minolta. "How Color Affects Your Perception of Food." <em>Konica Minolta Color, Light, and Display Measuring Instruments</em>. Konica Minolta Sensing Americans Inc., 2006. Web. 10 Oct. 2016.</li>
 +
<li>"Center for Disease Control and Prevention - General Information Escherichia Coli." <em>CDC 24/7: Saving Lives, Protecting People</em>. Centers for Disease Control and Prevention, 06 Nov. 2015. Web. 10 Oct. 2016.</li>
 +
<li>Olmos J, Paniagua-Michel J (2014) Bacillus subtilis A Potential Probiotic Bacterium to Formulate Functional Feeds for Aquaculture. J Microb Biochem Technol 6: 361-365. doi:10.4172/1948-5948.1000169</li>
 +
<li>Zeigler, Daniel R. "Bacillus Genetic Stock Center." <em>Bacillus Genetic Stock Center Website</em>. The Bacillus Genetic Stock Center - Biological Sciences, Oct. 2016. Web. 10 Oct. 2016.</li>
 +
<li>Vellanoweth, Robert Luis, and Jesse C. Rabinowitz. "The Influence of Ribosome binding-sites Elements on Translational Efficiency in Bacillus Subtilis and Escherichia Coli in Vivo." Molecular Microbiology 1105-1114, 15 Jan. 1992. Web. 9 Oct. 2016.</li>
 +
<li>"Pveg (Plasmid #55173)." <em>Addgene - The Nonprofit Plasmid Repository</em>. Synthetic Biology; Bacillus BioBrick Box, Aug. 2016. Web. 10 Oct. 2016.</li>
 +
<li>Gambetta, Gregory A., and Clark J. Lagarias. "Genetic Engineering of Phytochrome Biosynthesis in Bacteria." <em>Section: Molecular and Cellular Biology</em>. Proceedings of the National Academy of Sciences of the United States of America, 19 July 2001. Web. 9 Oct. 2016.</li>
 +
<li>"Registry of Standard Biological Parts - B0015." <em>Part: BBa_B0015</em>. International Genetically Engineered Machine Competition (iGEM), 17 July 2003. Web. 9 Oct. 2016.</li>
 +
<li>"Bacillus Subtilis - Indiamart." IndiaMART InterMESH Ltd., n.d. Web. 9 Oct. 2016.</li>
 +
</ol>
  
 +
</div>
 +
</div>
 +
</div>
 +
</div>
  
<p>
 
iGEM teams are great at making things work! We value teams not only doing an incredible job with theoretical models and experiments, but also in taking the first steps to make their project real.
 
</p>
 
  
  
<h4> What should we do for our proof of concept? </h4>
 
<p>
 
You can assemble a device from BioBricks and show it works. You could build some equipment if you're competing for the hardware award. You can create a working model of your software for the software award. Please note that this not an exhaustive list of activities you can do to fulfill the gold medal criterion. As always, your aim is to impress the judges!
 
</p>
 
  
 +
    <div class = "container-fluid footer">
 +
<div class="row row-centered">
 +
<div class="col-xs-8 col-centered centered">
 +
<p>Contact us at: ucdigem@gmail.com </p>
 +
</div>
 +
</div>
 
</div>
 
</div>
 
+
</body>
 
+
 
+
</div>
+
 
+
 
</html>
 
</html>

Revision as of 08:09, 19 October 2016

Cyantific: UC Davis iGEM 2016

Novel Expression

As a result of our search for homologs to blue GAF proteins, our team selected 13 GAF domain to transform into E.coli. We were able to successfully transform 4 of them, 3 of which were blue and 1 red.

Motivation

A main focus of our project was to engineer a replacement for the dye Blue #1. While there are some known GAF proteins which absorb only 10 nm away from Blue #1, this actually represents large visual differences in color (25). For example, the difference in color from Spirulina to Blue #1 is only 10nm, and that is clearly visible by eye (26). In an effort to match Blue #1’s peak spectra better, our team chose 13 blue GAF domain homologs in an effort to expand the known blue spectra of GAF domains, and ultimately get closer to ideal absorption of 630nm (8).

Research

After carefully selecting our 13 GAF proteins we began their transformation into E.coli. For easy induction, the DNA for the coding sequences were synthesized with a pBAD promoter (K206000) and strong RBS (B0034) so cultures can be induced with arabinose to produce the GAF protein, also known as the apoprotein.

Due to cloning difficulties, we resorted to using standard digestion/ligation methods to insert the protein-coding sequences into pSB1C3 sourced from J04450. Since untransformed plasmid colonies appear red, correctly transformed cells were screened by selecting white colonies. These were sequenced and co-transformed into DH5-alpha cells along with a plasmid containing the PCB pathway enzymes. The co-transformed cells were screened using a double-antibiotic plate, and a correctly co-transformed colony was used to innoculate 50ml TB cultures induced with arabinose. These cultures were harvested after overnight shaking for use in protein purification.

We were able to create the following succesfully expressed parts

BBa_K1916000

NpF2164g5

http://parts.igem.org/Part:BBa_K1916000

BBa_K1916002

Cyan7427

http://parts.igem.org/Part:BBa_K1916002

BBa_K1916004

Ga0100955_11928g3

http://parts.igem.org/Part:BBa_K1916004

BBa_K1916018

CBCR8

http://parts.igem.org/Part:BBa_K1916018

BBa_K1916100

pBAD+RBS+NpF

http://parts.igem.org/Part:BBa_K1916100

BBa_K1916102

pBAD+RBS+Cyan

http://parts.igem.org/Part:BBa_K1916102

BBa_K1916104

pBAD+RBS+G3

http://parts.igem.org/Part:BBa_K1916104

BBa_K1916118

pBAD+RBS+CBCR8

http://parts.igem.org/Part:BBa_K1916118

After cell lysis by sonication, the proteins were further purified using the intein mediated purification with an affinity chitin-binding tag (21). This is a purification method utilizes the inducible self-cleaving inteins to separate the protein from the affinity tag without the use of the protease (21). This purification method was chosen because it allows complete removal of the intein tag from the protein, meaning no foreign DNA is remaining on the protein after purification. Our team felt this is an important step in relation to the labeling scheme our dye may undergo in which having even a piece of non-native DNA could mean dramatic differences. A more thorough discussion of the labeling possibilities can be found in the human practices tab.

Our team discovered the purification of these proteins ultimately had a noticeable effect on the final absorption spectra. The main difference being the purified protein has a much clearer and refine absorbance spectra and does not have other residues around the 400 nm range. However, one downside that is that the purification does lead to a loss in product, as evidenced by the reduction in peak height. This loss of product can ultimately be improved in the future more efficient eluting methods.

Below is the spectra of Blue #1 compared to our positive GAF control and a novel GAF protein. Our positive GAF control, labeled here as NpF2164g5, is a previoulsy characterized GAF protein, but is new to iGEM and built into a new plasmid construct by our team. This acts as a positive control that our data is reproducible and supported by published peer reviewed literature. Similar to other findings for the absorbance of the native NpF2164g5 15Z (-), our data shows the max peak absorbance at 640nm, only 10nm away from Blue #1 (13). The novel GAF protein, labeled here as G3 is a untested GAF protein sequence donated to us by our collaborators in the Clark Lagarias laboratory which we determined to have a peak around 740nm. This means the protein appears green to the human eye. Unfortunately this new GAF proteins is substaintially farther away from Blue #1, it still adds a new data point to the GAF absorbance spectra and also helps validate our predictive model. This protein was correctly predicted to absorb at higher than 600nm by our predictive model. Unfortunately the spectra of the remaining four novel GAF proteins which are correctly transformed and sequence verified are not available; however, our team hopes to bring the spectra to the iGEM compeitition.

Future Directions

In the future, our team would like to work towards expanding the GAF domain spectra by both continuing the search for GAF homologs and also by mutations. By continuing the search for GAF homologs we feel the spectra can be significantly more filled; however, given that small changes in peak absorption visually have a significant difference in color, we also think forcing mutations in known GAF domains is the next step. Similar to mutations performed in Roger Y. Tsien’s lab to which established that green fluorescent protein (GFP) spectral characteristics could be dramatically changed by single point mutations, our team hypothesizes that this may be the case for GAF domains as well (22). This was the case when a single point mutation in a conserved cysteine within the GAF domain transformed the phytochrome to be fluorescent, meaning that it is possible that GAF proteins spectral characteristics could be altered by intentional mutations in protein sequences. (27)



  1. Trotter, Greg. "Food Companies Are Phasing out Artificial Dyes, but Not Fast Enough for Some." Food Companies Are Phasing out Artificial Dyes, but Not Fast Enough for Some. Chicago Tribune, 24 June 2016. Web. 18 Oct. 2016.
  2. "Konica Minolta - Products." Instrument Systems - Sensing Americans. Konica Minolta Sensing Americans Inc., Oct. 2016. Web. 18 Oct. 2016.
  3. "Our Proposition on Artificial Colors - Colors Policy." MARS Incorporated, Oct. 2016. Web. 18 Oct. 2016.
  4. "Kraft Mac & Cheese Says Goodbye to the Dye." Decision - 2016. NBC News, 20 Apr. 2015. Web. 18 Oct. 2016.
  5. "Taste of General Mills." A Big Commitment for Big G Cereal. General Mills Cereal Incorporated, 22 June 2015. Web. 18 Oct. 2016.
  6. "Nestlé USA Commits to Removing Artificial Flavors and FDA-Certified Colors from All Nestlé Chocolate Candy by the End of 2015." 150 Years of Good Food, Good Life. Nestle Incorporated, 17 Feb. 2015. Web. 18 Oct. 2016.
  7. Alexandratos, Nikos, and Jelle Bruinsma. "World Agriculture Towards 2030/2050." Agricultural Development Economics Division - Food and Agriculture Organization of the United Nations. Global Perspective Studies Team, June 2012. Web. 18 Oct. 2016.
  8. "Compound Summary for CID 19700." Brilliant Blue FCF. Pub Chem - Open Chemistry Database, 15 Oct. 2016. Web. 18 Oct. 2016.
  9. "Summary of Color Additives for Use in the United States in Foods, Drugs, Cosmetics, and Medical Devices." For Industry - Color Additives - Color Additive Inventories. U.S. Food & Drug Administration, May 2016. Web. 18 Oct. 2016.
  10. http://link.springer.com/article/10.1007/s00217-004-1062-7
  11. http://www.instructables.com/id/Blue-Foods-Colorful-cooking-without-artificial-dy/
  12. A Brief History of Phytochrome Nathan C. Rockwell and J. Clark Lagarias
  13. Hirose, Yuu, et al. "Green/red cyanobacteriochromes regulate complementary chromatic acclimation via a protochromic photocycle."Proceedings of the National Academy of Sciences 110.13 (2013): 4974-4979.
  14. Rockwell, Nathan C., and J. Clark Lagarias. "A brief history of phytochromes." ChemPhysChem 11.6 (2010): 1172-1180.
  15. Bussell, Adam N., and David M. Kehoe. “Control of a Four-Color Sensing Photoreceptor by a Two-Color Sensing Photoreceptor Reveals Complex Light Regulation in Cyanobacteria.” Proceedings of the National Academy of Sciences of the United States of America 110.31 (2013): 12834–12839. PMC. Web. 7 Oct. 2016.
  16. http://www.nutritionaloutlook.com/food-beverage/coloring-spirulina-blue
  17. Nature’s Palette: The Search for Natural Blue Colorants
  18. https://www.novozymes.com/en
  19. http://www.dsm.com/corporate/home.html
  20. http://prodata.swmed.edu/promals3d/promals3d.php
  21. https://www.neb.com/products/e6901-impact-kit
  22. Heim R, Cubitt A, Tsien R (1995)."Improved green fluorescence" (PDF). Nature. 373 (6516): 663–4.doi:10.1038/373663b0.PMID7854443.
  23. https://www.ncbi.nlm.nih.gov/genome/browse/
  24. http://pfam.xfam.org/
  25. Red/Green Cyanobacteriochromes: Sensors of Color and Power - lagarias
  26. https://en.wikipedia.org/wiki/Brilliant_Blue_FCF#/media/File:Blue_smarties.JPG
  27. Fischer, A. J. and J. C. Lagarias (2004). "Harnessing phytochrome's glowing potential." Proceedings of the National Academy of Sciences of the United States of America 101(50): 17334-17339.
  28. Stability of phycocyanin extracted from Spirulina sp.: Influence of temperature, pH and preservatives- R Chaiklahan, N Chirasuwan, B Bunnag - Process Biochemistry, 2012 - Elsevier
  29. http://www.lightboxkit.com/Assay_dye.html
  30. "Your Brain - A User's Guide - 100 Things You Never Knew." National Geographic Time INC. Specials 12 Feb. 2016: Print.
  31. Sensing, Konica Minolta. "How Color Affects Your Perception of Food." Konica Minolta Color, Light, and Display Measuring Instruments. Konica Minolta Sensing Americans Inc., 2006. Web. 10 Oct. 2016.
  32. "Center for Disease Control and Prevention - General Information Escherichia Coli." CDC 24/7: Saving Lives, Protecting People. Centers for Disease Control and Prevention, 06 Nov. 2015. Web. 10 Oct. 2016.
  33. Olmos J, Paniagua-Michel J (2014) Bacillus subtilis A Potential Probiotic Bacterium to Formulate Functional Feeds for Aquaculture. J Microb Biochem Technol 6: 361-365. doi:10.4172/1948-5948.1000169
  34. Zeigler, Daniel R. "Bacillus Genetic Stock Center." Bacillus Genetic Stock Center Website. The Bacillus Genetic Stock Center - Biological Sciences, Oct. 2016. Web. 10 Oct. 2016.
  35. Vellanoweth, Robert Luis, and Jesse C. Rabinowitz. "The Influence of Ribosome binding-sites Elements on Translational Efficiency in Bacillus Subtilis and Escherichia Coli in Vivo." Molecular Microbiology 1105-1114, 15 Jan. 1992. Web. 9 Oct. 2016.
  36. "Pveg (Plasmid #55173)." Addgene - The Nonprofit Plasmid Repository. Synthetic Biology; Bacillus BioBrick Box, Aug. 2016. Web. 10 Oct. 2016.
  37. Gambetta, Gregory A., and Clark J. Lagarias. "Genetic Engineering of Phytochrome Biosynthesis in Bacteria." Section: Molecular and Cellular Biology. Proceedings of the National Academy of Sciences of the United States of America, 19 July 2001. Web. 9 Oct. 2016.
  38. "Registry of Standard Biological Parts - B0015." Part: BBa_B0015. International Genetically Engineered Machine Competition (iGEM), 17 July 2003. Web. 9 Oct. 2016.
  39. "Bacillus Subtilis - Indiamart." IndiaMART InterMESH Ltd., n.d. Web. 9 Oct. 2016.