Difference between revisions of "Team:Chalmers-Gothenburg/Project"

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<h2 style="text-align: center;">Yeast surface anchor protein</h2>
 
<h2 style="text-align: center;">Yeast surface anchor protein</h2>
<p style="text-align: justify;">In order to express HlpA at the <i>S. boulardii</i> cell surface an anchoring protein was needed since HlpA does not naturally adhere to the yeast cell surface. For this purpose, Alpha-Agglutin was used, since it is the most commonly used anchors' C-terminal anchor for expression of recombinant proteins at the yeast surface (Tanaka and Kondo, 2015). Alpha-Agglutin consists of two subunits, Aga1, and Aga2 (Tanaka and Kondo, 2015). Aga1 is expressed in the cell wall of the yeast, while Aga2 is secreted and then binds with the to Aga1 with a double disulfide bond (Tanaka and Kondo, 2015). In order to anchor HlpA at the yeast surface, the N-terminal of the protein was fused to the C-terminal of Aga2. A flexible linker was added in between the proteins, which should allow HlpA to be exposed at the yeast surface with the active site still functioning (Chen et at. 2013; Ho et al., 2018). </p>
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<p style="text-align: justify;">In order to express HlpA at the <i>S. boulardii</i> cell surface an anchoring protein was needed since HlpA does not naturally adhere to the yeast cell surface. For this purpose, Alpha-Agglutin was used, since it is the most commonly used C-terminal anchor for expression of recombinant proteins at the yeast surface (Tanaka and Kondo, 2015). Alpha-Agglutin consists of two subunits, Aga1, and Aga2 (Tanaka and Kondo, 2015). Aga1 is expressed in the cell wall of the yeast, while Aga2 is secreted and then binds with the to Aga1 with a double disulfide bond (Tanaka and Kondo, 2015). In order to anchor HlpA at the yeast surface, the N-terminal of the protein was fused to the C-terminal of Aga2. A flexible linker was added in between the proteins, which should allow HlpA to be exposed at the yeast surface with the active site still functioning (Chen et at. 2013; Ho et al., 2018). </p>
  
 
<h2 style="text-align: center;">Cancer cell surface target proteins</h2>
 
<h2 style="text-align: center;">Cancer cell surface target proteins</h2>

Revision as of 13:33, 14 October 2018

Interlab - iGEM Chalmers-Gothenburg 2018

Project Overview

Our product is a pill containing a genetically engineered organism that can be used to detect and treat colon cancer. The organism should be able to localize cancer cells in the colon, locally kill the cells and report the presence of cancer. For this purpose, we have chosen to work with the yeast Saccharomyces boulardii and divided our project into three parts. The first part of the project concerns cancer cell localization, which is achieved with yeast to cancer cell anchoring. By making the yeast express Histone-like protein A on its surface it can specifically bind to cancer cells. In the second part of the project, we make the yeast secrete a target molecule with the purpose to treat cancer. Here, we exploit the native mating system of yeast in order to express the target molecule only when the yeast has accumulated around a tumor. Lastly, in order for the yeast to be able to report the presence of cancer cells, we make it express gas vesicles that can be detected with the help of ultrasound.

Yeast to Cancer Cell Anchoring

anchoring representation

In order to make it possible to locally treat the cancer, as well as to detect the tumor location, the yeast needs to bind specifically to the colon cancer cells. This is made possible through the use of Histone like protein A (HlpA) from the bacteria Streptococcus gallolyticus, which is commonly associated with colon cancer (Boleji et al. 2009; Ho et al., 2018). HlpA binds to the surface of the bacteria itself and also to heparan sulfate proteoglycans (HSPG), more specifically Syndecan 1 and possibly also Syndecan 2, on the surface of the colon cancer cell (Ho et al., 2018). In this way S. gallolyticus has been found to adhere to colon cancer cells and then infiltrate colon cancer tumors (Boleji et al. 2009).

Yeast surface anchor protein

In order to express HlpA at the S. boulardii cell surface an anchoring protein was needed since HlpA does not naturally adhere to the yeast cell surface. For this purpose, Alpha-Agglutin was used, since it is the most commonly used C-terminal anchor for expression of recombinant proteins at the yeast surface (Tanaka and Kondo, 2015). Alpha-Agglutin consists of two subunits, Aga1, and Aga2 (Tanaka and Kondo, 2015). Aga1 is expressed in the cell wall of the yeast, while Aga2 is secreted and then binds with the to Aga1 with a double disulfide bond (Tanaka and Kondo, 2015). In order to anchor HlpA at the yeast surface, the N-terminal of the protein was fused to the C-terminal of Aga2. A flexible linker was added in between the proteins, which should allow HlpA to be exposed at the yeast surface with the active site still functioning (Chen et at. 2013; Ho et al., 2018).

Cancer cell surface target proteins

As previously mentioned HlpA binds to HSPG’s present at the surface of the cancer cells. HSPG’s are in fact present at the surface of all epithelial cells in the gut, but usually, they are not exposed in a way that allows for the HlpA to bind effectively (Ho et al., 2018). However, in some cancer cell lines, there is a loss of apicobasal polarity, as well as changes in HSPG expression (Boleji et al. 2009; Ho et al., 2018). This results in Syndecan 1 and 2 being exposed at the cell surface, and thereby it allows for HlpA to bind (Ho et al., 2018). Since the HSPG’s in healthy cells are less exposed this results in adherence at a higher rate to the colorectal cancer cells compared to healthy cells.

Illustration of cell binding

Figure 1: Schematic picture of the yeast to anchoring system. Aga1 is present in the yeast cell wall, Aga2 binds to Aga1 with a double disulfide bond and HlpA is fused to the C-terminal of Aga2 with a flexible linker in between.

Target molecule

In order for the yeast to have an impact on the cancer cells, an interaction has to be engineered. In this project the interaction comes from cancer toxins produced by the yeast: Myrosinase or p28. Both of these proteins inhibit the cell cycle of cancer cells and thus lead to a decrease in cell proliferation (Lulla et al., 2016a; Li et al., 2010). The final effect of these proteins are fairly similar but the mechanism they utilize if completely different. p28 directly interacts with the cancer whereas myrosinase is an enzyme that catalyses a reaction which in turn produce a cancer toxin. It is important to note that these these toxins primarily target cancer cells as they help to regulate the cell cycle and apoptosis, this means they do not have adverse effects on healthy cells.

p28

p28 is a hydrophobic small peptide og only 28 amino acids. These characteristics allows it to penetrate cell membranes through diffusion (NCBI, n.d.). This means that no active transport is needed for the protein to get into the target cells. It is often referred to as a cell penetrating peptide (CPP). When the peptide has made its way into the cell it interacts with p53, a protein that plays a major part in regulating cell division and apoptosis (Vogelstein, 2000). p28 inhibits the ubiquitination of p53 which leads to a higher intracellular concentration of p53 which in turn has a regulatory function in the cell cycle. It is very common for cancer cells to have a mutation in this protein, approximately 50% of cancers stem from a mutation in the p53 gene (Ozaki, 2011). This makes it an excellent target for treatment as it covers a majority of all human cancer cases. During the duration of the project it was decided to drop p28 as a toxin all together for the final product. This was due to a strict time limit for the lab work and based on modeling results which showed a much milder effect than our other chosen cancer toxin, Myrosinase.

Figure 2.2: "p28 Mechanism of antitumor action." from Lulla et al. (2016b)

Myrosinase

The way myrosinase works is more indirect than for p28. The myrosinase itself does not have any impact on the cancer cells, it is however an enzyme that catalyses the reaction of glucosinolate to sulforaphane. Sulforaphane is the compound that has anticancer properties. The Myrosinase is coupled to a secretion peptide since it needs to be present in the media to interact with the glucosinolates (Clarke, 2008). This implies that this treatment needs to be accompanied by addition of glucosinolate to have an effect. This is not hard to achieve as glucosinolate is naturally occuring in cruciferous vegetable, such as broccoli and cauliflower. Meaning that a diet rich in these vegetables would be enough to provide the myrosinase with enough substrate to be effective.

Figure 2.2: Reaction schematic of glucusinolate to sulforaphane as catalysed by myrsoinase

The mechanism through which sulforaphane interacts with cancer cells is more complex than for p28. However, as mentioned earlier the end results are similar; it interacts with proteins that regulate either the cell cycle or apoptosis. See the included figure below for a more indepth schematic of the metabolic interactions of sulforaphane.

insert figure as adapted from https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2579766/

Pheromone sensing

One of the major limitation of drug development are off target effects. There are drugs that achieve their desired effect, but the side effects are to grave for them to be used efficiently. Whilst the toxins used in this project should not have a negative effect on healthy cells, it is still desirable to keep the chance of adverse effects to a minimum. Therefore a pheromone sensing system is implemented into the yeast. It is common in yeast to have two different mating types, a and alpha. It is possible for these two types to interact with each other via a pheromone sensing system, the a type yeast produces a-pheromone whereas the alpha-type produce alpha-pheromone and the mating types are sensitive to the opposite types pheromone (Williams, 2016).

In nature the yeast uses this system to find a partner to mate with, but in this project the aim is to couple protein production to this system and to have the production be dependant on the concentration of pheromone. This in done through the implementation of the FUS1 promoter, a naturally occuring promoter which responds to yeast pheromones (Williams, 2013). A high concentration of pheromone will only occur with a high concentration of yeast. When ingested the yeast will not reach such high concentrations in a healthy patient. However, keeping the yeasts ability to attach to cancer cells in mind the yeast will amass around tumors and thus activate the production of our protein of interest.

Figure 2.3: Simplified Schematic of the engineered pheromone sensing system

Detection

anchoring representation

Natural buoyancy

Gas vesicles are hollow proteins complexes that take cylindrical shapes of 45 to 200 nm diameter (Walsby, 1994). In nature, gas vesicles are produced by a variety of aquatic microorganisms to control their buoyancy in water. A well-conserved operon of more than 10 genes is responsible for the production of these vesicles. The two most important genes are the genes Gas Vesicle Protein A or its homolog B and Gas Vesicle Protein C (GvpA/B and GvpC). They form the rigid structure of the gas vesicles (fig with GvpA and GvpC, check where it is from), which is permeable to gasses but not liquids (Sivertse et al, 2010). Thus, gas from the cytoplasm will diffuse into the vesicles while other components will be held out. The other genes present in the operon are less known but are thought to be mainly involved in regulation, folding and gas vesicle assembly. These proteins do not appear in the final structure (Sivertse et al, 2010).

Figure 3.1: “Electron micrograph of a gas vesicle from Anabaena flos-aquae” from Daviso, Belenky, Griffin, & Herzfeld (2013)

Acoustic reporter gene

An interesting property of these gas vesicles is that additionally to their original buoyancy function, they also refract ultrasound waves (Bourdeau et al., 2018). This property has been found to be useful in synthetic biology; Bourdeau et al. (2018) have shown that organisms can be engineered to produce gas vesicles as acoustic reporter genes. Because of their ultrasound scattering properties, gas vesicles can be observed non-invasively, even through non-transparent tissue, with ultrasound imaging instruments present in most modern hospitals. This could be done as represented in figure 3.2.

Figure 3.2: "Diagram of gastrointestinal (GI) imaging experiment" from Bourdeau et al. (2018)

In their study, Bourdeau et al. (2018) have combined gas vesicle genes from Bacillus megaterium and Anabaena flos-aquae to produce the acoustic reporter gene in Escherichia coli as represented in figure 3.3.

Figure 3.3: "Organization of acoustic reporter gene clusters" from Bourdeau et al. (2018)

Operon expression in yeast

In order to express this prokaryotic operon in the eukaryotic yeast, which is not able to transcribe gene operons, a multicistronic gene expression system is used. Namely, 2A viral peptides. This sequence, which we place in between each gene of the operon, codes for a peptide sequence that cleaves itself and separates the genes (Souza-Moreira et al. 2018). Without this system it would also be possible to express each gene separately, however, each gene should then be introduced under its own promoter and terminator while here, the gene set can be combined under one promoter and one terminator.

Figure 3.4: ""Self-cleavage mechanism of 2A self-cleaving peptide" from Wang et al. (2015>

Organism: Saccharomyces boulardii

For our product to work we need to implement it in an organism that can survive in the gut of the patient, but that does not have pathogenic properties. Since the yeast Saccharomyces cerevisiae is commonly used in our lab the first organism of choice was yeast. However, S. cerevisiae is not adapted to the pH variations and higher temperatures in the human gut environment (Palma et al., 2015) and is therefore not the best candidate organism for our product. On the other hand the probiotic yeast Saccharomyces boulardii, a subspecies of S.cerevisiae, is better adapted to the gut pH variations and has an optimal growth temperature of 37 ° (Czerucka et al., 2007; Edwards-Ingram et al., 2007; Palma et al. 2015; Liu et al. 2016). S. boulardii already has a GRAS (Generally Regarded As Safe) status and the genetic makeup is very similar to that of S.cerevisiae, apart from differences in gene copy numbers (Edwards-Ingram et al., 2007; Liu et al., 2016). Since we are testing our system in S. cerevisiae in the lab, S.boulardii  is a fitting target organism for our system. Right now several alternative probiotic S. cerevisiae strains are also under development, but none of these have a GRAS status at the moment (Palma et al.,2015). In the future, our system could also be implemented in these yeast strains.

Figure 0.1: Brewer's yeast Saccharomyces boulardii Probiotic Candidiasis Fungus - yeast illustration @kisspng

Our product

It has been mentioned before that our genetically modified probiotic yeast will target colon cancerous cells. Our idea is to put our yeast in a capsule that, passing through the gastrointestinal tract, will dissolve inside the colon releasing the microorganism. This delivery system has to be designed taking into consideration the gastrointestinal physiology (pH, microflora, enzymes, different fluid volumes and transit times) and also the increase of complexity when food is present. Together with these considerations, the inner part of the capsule should also provide a perfect environment for the yeast to survive and activate when it reaches the colon. The first idea would be to deliver the probiotic via rectal route because it is the shortest, however, it is difficult to reach the colon and patients could find it uncomfortable(Philip & Philip, 2010). Since we are trying to create a medicine as practical as possible we decided to opt for oral delivery route.

PULSINCAP SYSTEM

For colon drug delivery, it can be useful to combine the effect of a PH sensitive and a time-released system. This is what Abraham et al. did in their Pulsincap system. This capsule is designed by three different parts and a coating:

  • Water insoluble body: hard gelatin body treated with formaldehyde
  • Hydrogel plug made of polymers such as: guar gum, hydroxypropylmethylcellulose 10K, carboxymethylcellulose sodium and sodium alginate(Abraham and Srinath, 2007)
  • Water soluble cap: hydroxypropyl methylcellulose (HPMC)(‘Gastrointestinal-specific multiple drug release system’, 2005)
  • Acid insoluble coating: 5% cellulose acetate phthalate

pulsincap
Figure 4: Summary of the PULSINCAP system ideated by Abraham et. al in 2007 and from which we inspired our product design

Combined with the capsule design, the probiotic yeast has to be prepared with a specific method and then placed inside of the capsule. We propose the same method that Hébrard G et.al used with S. boulardii: yeast is mixed with a 2:1 ratio of whey protein and alginate and then microparticles are formed through extrusion/cold gelation and then they are coated with WP or ALG by immersion(Hébrard et al., 2010).

References

Wang, Y., Wang, F., Wang, R., Zhao, P., & Xia, Q. (2015). 2A self-cleaving peptide-based multi-gene expression system in the silkworm Bombyx mori. Scientific Reports, 5(1), 16273. https://doi.org/10.1038/srep16273

Souza-Moreira, T. M., Navarrete, C., Chen, X., Zanelli, C. F., Valentini, S. R., Furlan, M., … Krivoruchko, A. (2018). Screening of 2A peptides for polycistronic gene expression in yeast. FEMS Yeast Research, 18(5). https://doi.org/10.1093/femsyr/foy036

Sivertsen, A. C., Bayro, M. J., Belenky, M., Griffin, R. G., & Herzfeld, J. (2010). Solid-State NMR Characterization of Gas Vesicle Structure. Biophysical Journal, 99(6), 1932–1939. https://doi.org/10.1016/J.BPJ.2010.06.041

Daviso, E., Belenky, M., Griffin, R. G., & Herzfeld, J. (2013). Gas Vesicles across Kingdoms: A Comparative Solid-State Nuclear Magnetic Resonance Study. Journal of Molecular Microbiology and Biotechnology, 23(4–5), 281–289. https://doi.org/10.1159/000351340

Walsby, A. E. (1994). Gas vesicles. Microbiological Reviews, 58(1), 94–144. Retrieved from http://www.ncbi.nlm.nih.gov/pubmed/8177173

Philip, A., & Philip, B. (2010). Colon Targeted Drug Delivery Systems: A Review on Primary and Novel Approaches. Oman Medical Journal, 25(2), 70–78. https://doi.org/10.5001/omj.2010.24

Hébrard, G., Hoffart, V., Beyssac, E., Cardot, J.-M., Alric, M., & Subirade, M. (2010). Coated whey protein/alginate microparticles as oral controlled delivery systems for probiotic yeast. Journal of Microencapsulation, 27(4), 292–302. https://doi.org/10.3109/02652040903134529

Abraham, S., & Srinath, M. (2007). Development of modified pulsincap drug delivery system of metronidazole for drug targeting. Indian Journal of Pharmaceutical Sciences, 69(1), 24. https://doi.org/10.4103/0250-474X.32102

Tanaka, T., & Kondo, A. (2014). Cell-surface display of enzymes by the yeast Saccharomyces cerevisiae for synthetic biology. FEMS Yeast Research, n/a-n/a. https://doi.org/10.1111/1567-1364.12212

Ho, C. L., Tan, H. Q., Chua, K. J., Kang, A., Lim, K. H., Ling, K. L., … Chang, M. W. (2018). Engineered commensal microbes for diet-mediated colorectal-cancer chemoprevention. Nature Biomedical Engineering, 2(1), 27–37. https://doi.org/10.1038/s41551-017-0181-y

Chen, X., Zaro, J. L., & Shen, W.-C. (2013). Fusion protein linkers: Property, design and functionality. Advanced Drug Delivery Reviews, 65(10), 1357–1369. https://doi.org/10.1016/j.addr.2012.09.039

Cheng, B., Montmasson, M., Terradot, L., & Rousselle, P. (2016). Syndecans as Cell Surface Receptors in Cancer Biology. A Focus on their Interaction with PDZ Domain Proteins. Frontiers in Pharmacology, 7. https://doi.org/10.3389/fphar.2016.00010

Palma, M. L., Zamith-Miranda, D., Martins, F. S., Bozza, F. A., Nimrichter, L., Montero-Lomeli, M., … Douradinha, B. (2015). Probiotic Saccharomyces cerevisiae strains as biotherapeutic tools: is there room for improvement? Applied Microbiology and Biotechnology, 99(16), 6563–6570. https://doi.org/10.1007/s00253-015-6776-x

Boleij, A., Schaeps, R. M. J., de Kleijn, S., Hermans, P. W., Glaser, P., Pancholi, V., … Tjalsma, H. (2009). Surface-Exposed Histone-Like Protein A Modulates Adherence of Streptococcus gallolyticus to Colon Adenocarcinoma Cells. Infection and Immunity, 77(12), 5519–5527. https://doi.org/10.1128/IAI.00384-09

Liu, J.-J., Kong, I. I., Zhang, G.-C., Jayakody, L. N., Kim, H., Xia, P.-F., … Jin, Y.-S. (2016). Metabolic Engineering of Probiotic Saccharomyces boulardii. Applied and Environmental Microbiology, 82(8), 2280–2287. https://doi.org/10.1128/AEM.00057-16

CZERUCKA, D., PICHE, T., & RAMPAL, P. (2007). Review article: yeast as probiotics -Saccharomyces boulardii. Alimentary Pharmacology & Therapeutics, 26(6), 767–778. https://doi.org/10.1111/j.1365-2036.2007.03442.x

Edwards-Ingram, L., Gitsham, P., Burton, N., Warhurst, G., Clarke, I., Hoyle, D., … Stateva, L. (2007). Genotypic and Physiological Characterization of Saccharomyces boulardii, the Probiotic Strain of Saccharomyces cerevisiae. Applied and Environmental Microbiology, 73(8), 2458–2467. https://doi.org/10.1128/AEM.02201-06

Elmer, McFarland, Surawicz, Danko, & Greenberg. (1999). Behaviour of Saccharomyces boulardii in recurrent Clostridium difficile disease patients. Alimentary Pharmacology and Therapeutics, 13(12), 1663–1668. https://doi.org/10.1046/j.1365-2036.1999.00666.x

Bourdeau, R. W., Lee-Gosselin, A., Lakshmanan, A., Farhadi, A., Kumar, S. R., Nety, S. P., & Shapiro, M. G. (2018). Acoustic reporter genes for noninvasive imaging of microorganisms in mammalian hosts. Nature. https://doi.org/10.1038/nature25021

Souza-Moreira, T. M., Navarrete, C., Chen, X., Zanelli, C. F., Valentini, S. R., Furlan, M., … De Montreal User, U. (2018). Screening of 2a Peptides for Polycistronic Gene Expression in Yeast, 46(May 2018). https://doi.org/10.1093/femsyr/foy036/4956763