In cells, engineered multi-enzyme pathways are common and are often physically and spatially organized, thus leading to the high output efficiency. But engineered synthetic pathways utilizing non-homologous enzymes often suffer from low efficienty of production caused by relative lack of spatial organization. Thus important issue lies in the method to increase the efficiency of the multi-enzyme pathways.
Protein scaffolds can be designed to make enzymes closed through interactions between binding domains on the scaffold and target peptides fused to each enzyme. However, protein scaffold is usually large, has limit binding sites, and is hard to be engineered in architecture. DNA can be designed to self-assemble in vitro into many and varied nanostructures. However, DNA scaffold is hard to be controlled and might cause some potential problems in vivo. By contrast, RNA scaffold shows great advantages. For instance, RNA is more flexible, whose structures are varied, thus leading to their ease to splice. RNA scaffold is able to be controlled and has a satisfactory regulating efficiency. RNA scaffold works fast, because it doesn’t need translation like protein scaffold. Camille J. Delebecque and his colleagues have designed and assembled RNA structures and used them to speed up the reaction of hydrogen production. And that is what our project based on.
Fig.1 The function of binding enzymes together of RNA scaffold illustrated by comic. The yellow girl is called “Syn”, the blue boy “Bio”. They represent non-homologous enzymes utilized in engineered synthetic pathways. Usually, they are far away from each other in E.coli, due to lack of spatial organization. But when RNA scaffold designed comes into E.coli, enzymes can be co-localized through interaction between binding domains on scaffold and target peptides fused each enzymes. That is to say, Syn and Bio can live together!
Several mutations of RNA scaffold D0 have been designed and made. They show quite different characterizes and functions. With the experiment, more RNA scaffold mutations are characterized. Concept Library of RNA Scaffold is suggested.
What is the Library of RNA Scaffold for? Evolution! The variable of RNA structures accommodates a wide application prospect. Though the point mutation reduced uncertainty of selection and the blindness, trying to find a suitable construction is vast project. Various experimental methods, selection and modeling should be used in this part. By analyzing existing mutations, derivation can be made to construct and find an enhanced RNA scaffold. We called this process evolution.
The Library may contain changes of self, self-assemble, RNA-RNA interaction, RNA-protein interaction. Some examples are show below.
1. Mutating arm length: changing the arm length of RNA scaffold D0. As the mechanism of D0 is reducing the distance of two key enzyme of the pathway, in other words, the output and reaction efficiency is depend on the local concentration. The two aptamer binding site in our project is on two hairpin arms witch are designed in the same length. The change of the arm length provides feasibility of distance-efficiency research. We used split GFP experiments. We made some mutations with different arm length, the result of D0M4 and D0M 5 split GFP experiment shows the light decreasing lend by split GFP FA-FB distance. The difference (PD0M4=0.079, PD0M5=0.025) suggests that the mutating arm length scaffold doesn’t provide an on/off switch but a definability one. It characterized the D0 in another way.
fig 1a. D0 is the original scaffold. D0 a-d were mutated to the scaffold with different aptamer arm length.
fig 1b. The result of arm length mutating. Both D0M4 and D0M5 scaffold half-on GEP.
1.1 Mutating aptamer binding site: Mutating the PP7 and MS2 binding sites prevented protein scaffolding. Preventing protein scaffolding lead to the key enzyme dissociation and the decrease of enzyme local concentration. By chancing the sequence of MS2 aptamer binding site, the fluorescent light decreased. D0M3 in our project is the molecular with mutated aptamer binding site. Split GFP experiment shows that there is a significant difference between D0 an D0M3(P≦0.05, fig2.c). Camille J. Delebecque has done the same work for the H2 biosynthesis pathway.
fig2a. MS2 and PP7 bind to the scaffold and make GFP work.
fig2b. By mutating aptamer binding site, scaffolding is stop.
fig2c. significant difference between D0 an D0M3
1.2 Assemblage: adding extra sequence for self-, RNA-, protein-assemblage. The added sequence may be a riboswitch, RNA or protein binding site, self-assemble structure. Regulation molecular search is also wanted synchronously.
Applications and outlook
1.3 sRNA regulation: Simple an direct RNA-RNA interaction change the object RNA scaffold structure. As a Foundation regulation, it substantially enhances the possibilities of forthcoming experiment.
fig3 The designed scaffold has a interaction to regulatory sRNA. Same mechanism, regulatory molecule can be changed to mRNA a. Turn off the scaffold by the competitive binding with aptamer binding site (green) b. The RNA scaffold has a secondary structural switch controls accessibility of sRNA-binding sites(blue) witch can change the arm length. Output regulated by arm length change. c. both methods were used. d. bind and release the object molecular.)
1.4 Protein expression (mRNA) regulation: RNA scaffold as a free molecular in cell can specific bind mRNA and protein. Binding molecular changes the structure of scaffold to release or combine something. So that oncogene and virogene can be found and controlled by the drug from RNA scaffold. The problem of cancer therapeutic drug side effecting may solved by it.
1.5 Self quenching（Self regulation）: Adding self binding site, a balance of “on” and “off” scaffolds is built. The relationship between the binding site size, CG bases, binding form and the rate binding molecular is urgently modeled. Forming dimerization and trimerization, the concentration of working scaffold could be regulated.
\
1.6 Polo-scaffold: Scaffold with intermolecular binding component. These scaffolds bind each other or bind through mediate molecular. And this binding mode has been proved both in vitro and vivo. The aggregation of molecular also makes artificial organelle achievable.
fig4a Dimerization and trimerization. Protein binding site is sealed off by the scaffolds themselves. Too much scaffold molecular lend to the self regulation.
fig4b Dimerization and trimerization. Protein binding site is sealed off by the scaffolds themselves. Too much scaffold molecular lend to the self regulation.
fig4 c. Polo-scaffold be made by head-tail binding and.
Several RNA scaffold mutations are constructed and characterize, but they are the tip of the iceberg. There is still plenty to do in this part. The charms of library are the selection and combination. It introduces a new concept of biobrick combination mode.
In previous work, FA and FB are used to indicate the efficiency of riboscaffold. In order to further prove the function of riboscaffold, we plan to substitute FA, FB with functional enzymes or protein substrates like ferredoxin in hydrogen producing pathway respectively.
Considering the availability of material and abundant parts distributed by iGEM, we search the 2012 kit plate1-5 to find optimal pathways. After a pre-selection, six pathways are on candidate list. For sake of experimental feasibility, we perform a further selection based on several caritas as follows:
1. Product is easy to detect and measure;
2. Substrate is easy to get;
3. Product is beneficial to human;
4. The length of amino acid sequence of enzyme is optimal to be fusion protein;
5. Two proteins involved in the basic pathway.
Candidate list:
1. Salicylate pathway
(Group: iGEM2006_MIT)
Assessment:
The characterization method of gas chromatography is difficult to perform. First, what can be analyzed is methyl salicylate production, that is to say, another enzyme should be co-transformed to E.coli too, which will increase cell’s burden and reduce the ratio of successful co-transformation. Second, it is not convenient for us to borrow the relative machine.
2. Pyocyanin pathway
(Group: iGEM2007_Glasgow)
Assessment:
Through there are exactly two enzymes involved in this pathway, but the source of material, phenazine-1-carboxylic acid (PCA), is not mentioned. And it not easy to measure the amount of pyocyanin.
3. Lycopene pathway
(Group: iGEM2009_Cambridge)
Assessment:
Lycopene is visible red and its substrate, FPP, is colorless. So measurement is quite feasible. But there are at least three proteins in this pathway, which will increase the burden of cell. But in future work, we could have a try.
4. Holo-α-phycoerythrocyanin pathway
(Group: iGEM2004_UTAustin)
Assessment:
Heme is metabolic product of E.coli and Holo-α-phycoerythrocyanin is blue. But at least 5 proteins should be expressed in E.coli.
5. BPA degradation pathway
(Group: iGEM2008_University_of_Alberta)
Assessment:
Bisphenol A is degraded by BisdA and BisdB. But BPA is toxic to cells.
6. IAM pathway
(Group: iGEM2011_Imperial)
Assessment:
Five pathways described above all have some drawbacks, finally, only one pathway left, IAM pathway. The two-step IAM pathway generates indole-3-acetic acid (IAA) from the precursor tryptophan. IAA tryptophan monooxygenase (IaaM) catalyses the oxidative carboxylation of L-tryptophan to indole-3-acetamide, which is hydrolysed to IAA and ammonia by indoleacetamide hydrolase (IaaH).
Final Decision:
S0: BASIC RNA SCAFFOLD
Contrasted to the fluorescence intensity (FI) of the E.coli which only express FA-MS2 and FB-PP7 fusion proteins, the fluorescence intensity of the E.coli with scaffold D0 was obviously increased. Thus, it was possible for us to carry out our development and reformation of RNA scaffold.
Fig.2 FI of Split GFPs without or with RNA scaffold. A. BL21*(DE3) transformed with pCJDFA and pCJDFB. B. BL21*(DE3) transformed with pCJDFA, pCJDFB and pCJDD0. The contrast of FI obviously shown that RNA scaffold D0 could bind split GFPs together, so that split GFPs could fluoresce. (Pictures were obtained with Olympus fluoview fv1000 confocal laser scanning microscope, using a 60X objective.)
Fig.3 FI/OD of different transformation groups. There exist significant differences among three groups. And as expected, split GFPs with scaffold D0 together can fluoresce stronger than those without scaffold.
Reference:
1. Thodey, K. & Smolke, C.D. Bringing It Together with RNA. Science 333, 412-413 (2011).
2. Delebecque, C.J., Lindner, A.B., Silver, P.A. & Aldaye, F.A. Organization of Intracellular Reactions with Rationally Designed RNA Assemblies. Science 333, 470-474 (2011).
S1: RIBOSCAFFOLD
Scaffold
Fig.12 Fluorescence microscopy. The (BL21*DE3) of the E. coli were transformed with FA+FB, FA+FB+ original RNA scaffold D0, and FA+FB+ our designed RNA scaffold clover 2(0.5 mM theophylline adding). As expected, strains without RNA scaffold did not fluoresce. Upon the existence of RNA scaffold, many of the cells emitted fluorescence indicating a substantial amount of split GFP combination is permitted because of the function of RNA scaffold. The brightfield images in the right column depict all bacterial cells. The GFP images in the left column depict bacterial cells which emitted fluorescence.
Fig.13 Biotek Synergy H1 Hybrid Reader controlled experiments. The BL21*DE3 of the E. coli were transformed with figure showing plasmids. (0.5 mM theophylline was adding in strains containing clover 2).
`luminescence \quad efficiency \quad of \quad clover 2=\frac{\frac{FI}{OD(FA+FB+clover 2)}-\frac{FI}{OD(FA+FB)}}{\frac{FI}{OD(FA+FB)}}=\frac{53425-23779}{23779}=125\%`
`luminescence \quad efficiency \quad of \quad D0=\frac{\frac{FI}{OD(FA+FB+clover 2)}-\frac{FI}{OD(FA+FB)}}{\frac{FI}{OD(FA+FB)}}=\frac{38288-23779}{23779}=61\%`
The original intention of our designing RNA scaffold clover 2 is to create a regulatory scaffold which can tune its conformation thus have various functions. To our surprise, clover version 2, when adding optimal Theophylline concentration 0.5mM, happens to be a more powerful scaffold which helps two halves of GFP’s combination and give out light strongly.
One possible reason is in clover version 2, distance between MS2 aptamer and PP7 aptamer is closer than in D0 (showing in Fig.4 and Fig.6), so that when binding phage coat proteins, FA and FB on clover version 2 were set closer than on D0. We submit the inference that when RNA scaffold binds enzymes, clover version 2 draws two enzymes nearer than D0 thus has more ability to accelerate the enzymatic reaction.
late and control by Theophylline
When the concentration of Theophylline is in the range from 0mM to 0.5mM, the concentration of Theophylline and the resulting fluorescence intensity are directly proportional.
Theophylline concentration beyond certain extent will be hazardous to cells and how it affects cells depends on strain type. The study by NYMU Taipei 2010 alerted adding more than 4mM of Theophylline would cause E. coli to die. In our experiments, we find that after adding more than 0.5mM, the Theophylline spectrum curve would be invalid. As a result, we pick up data with concentrations below 0.5mM to analyze as the E. coli cell would be unstable or the regulation of the Theophylline aptamer would not be accurate.
Fig.14 origin data of clover 2 regulatory tests. First line of each form is different treatments of Theophylline concentration and data in table cells are fluorescence intensity/ OD.
Fig.15 7 tests of fluorescence/ OD change over theophylline concentration. There’s evident positive correlation in between.
Then we build several SAS models to analyze data with SAS software GLM procedure between 0-0.5mM Theophylline concentrations of treatments, choosing” clover version 2: different treatments versus blocks” test 5-7 to run a SAS model.
ANOVA result P-value shows that Theophylline concentrations have significant impact on fluorescence intensity of clover version 2 and almost no impact on D0. That is to say, our designed RNA scaffold clover version 2 can be regulated and controlled by Theophylline within 0-0.5mM not for random errors or common phenomenon in RNA scaffolds.
If you want more details about SAS source programs and software computational results, please click here [code].
S2: SCAFFOLD LIBRARY
S3: BIOSYNTHESIS OF IAA
1. Riboscaffold and targeted drug delivery therapy
This is an extension application of our designed clover series of riboscaffold. Some diseases, such as Cancer, will release some small molecular or change microenvironments beside it thus produce detectable signals. Different from using a biosensor to detect these signals, we utilize our scaffold’s aptamer, accompanying with the production of medicine target the disease. If we change Theophylline aptamer into nidus(disease) molecular aptamer, when riboscaffold bind nidus molecular and change conformation, MS2 aptamer & PP7 aptamer are going to set closer. Enzymes which combining MS2 aptamer & PP7 aptamer and producing drugs are ready to catalyze thus bring out targeting agents. It turns out to be a one-stop agency, once detect the focus of diease, will generate corresponding drug targeting the diease.
Figure1. Riboscaffold which can detect and treat diseases.
2. Shining Riboscaffold
Paige[1] has reported some RNA aptamers that can bind fluorophores, which are small compounds, and in this way resemble the chemical bonds in GFP, then give out fluorescence.
If we use these aptamer in replace of the theophylline aptamer on our riboscaffold, we can make the riboscaffold shining upon the binding of signal compounds mentioned above. This is a cool method to visualize the states, dynamics and localization of riboscaffold in the living cell.
Figure2. Aptamers that can shine upon binding.
3. LEGO Riboscaffold
Riboscaffold has unbelievable ability to extend itself through base pairing with each other, just like LEGO bricks! The assembly of LEGO riboscaffolds can load more enzymes and to a large degree accelerate the reaction or artificially construct a longer pathway with high efficiency. For example, artificial TCA cycle abd artificial EMP are promising results. The following pictures show our wide imagination of the possible structure of LEGO riboscaffolds.
But how to obtain these LEGO riboscaffolds? Wachtveitlb[2] has reported a fantastic method to detect RNA-RNA interaction by introducing fluorophores like 1-ethynylpyrene into the 2-position of RNA adenosine. When two single-stranded RNAs with this fluorophore base pair with each other, the fluorescence spectrum changes and thus suggesting their interaction. So it is hopeful to find the desired riboscaffolds as LEGO bricks by selecting from the library!
LEGO bricks.
Long scaffold that has multiple binding sites.
A possible device built by LEGO riboscaffold.
Sheets and tubes constructed by LEGO riboscaffolds in vivo.
4. Mimic Long ncRNA
In eukaryote, there are naturally produced long non-coding RNAs that attract more and more attention these days and display intriguing potential to act as scaffolds [3]. And our riboscaffold can mimic them and bring their functions to prokaryote. One of the functions is combining related transcription factors and bring them to promoter, as a result enhance the expression of target gene. That is because ncRNA can binds both DNA and Proteins, and can travel freely between nucleus and cytoplasm, which displays great advantage as a bridge.
Aptamers can be selected in vitro against nearly any target of choice. There are RNA aptamers that can specifically bind some transcriptional regulator. For example, Hunsicker [4] has selected one RNA aptamer that can bind TetR, which usually binds on operator sequence and repress gene expression. So once aptamers mentioned above are designed into a riboscaffold, it can initiate the expression of target genes with higher efficiency.
Figure3. Riboscaffold that can bring transcription factors to promoters.
5. Medicine & Health
To date, many groups have successfully identified aptamers with a variety of functions, including inhibitory and decoy-like aptamers, regulatable aptamers, multivalent/agonistic aptamers, and aptamers that act as delivery vehicles [5].
By designing these different aptamers into our RNA scaffold, we can endow our scaffold various potential applications in therapeutics and/or diagnostics.
For instance, designing inhibitory aptamers that targets VEGF into our RNA scaffold can be used to treat the wet age-related macular degeneration and that has been approved by the FDA in December 2004.
Designing Decoy-like aptamers that can mimic the target sequce of the proteins into our RNA scaffold can be used as decoys to inhibit binding of transcriptional factors such as HIV-tat, NF-κB, and E2F to their cognate sequences on DNA and thus prevent transcription of target genes and may result in powerful therapeutics for treating many human pathologies.
Designing aptamers behavior as delivery tools into our RNA scaffold can be used to deliver not only some siRNAs to target cells but also toxins, radioisotopes, and chemotherapeutic agents encapsulated in nanoparticles.
References:
[1] Jeremy S. Paige, Karen Y. Wu, Samie R. Jaffrey, RNA Mimics of Green Fluorescent Protein science, 2011 vol 333, 642-646.
[2] Josef Wachtveitlb, Joachim W. Engels, ect. RNA as scaffold for pyrene excited complexes, Bioorganic & Medicinal Chemistry 16 (2008) 19-26.
[3] Mitchell Guttman, John L. Rinn. Modular regulatory principles of large non-coding RNAs. Nature. 2012 Feb 15;482(7385):339-46.
[4] Anke Hunsicker, Markus Steber, ect. An RNA Aptamer that Induces Transcription, Chemistry & Biology, 2009,Volume 16, Issue 2, 173–180.
[5] Kristina W. Thiel and Paloma H. Giangrande, Therapeutic Applications of DNA and RNA Aptamers. Oligonucleotides, 2009, Volume 19, Number 3, 209-222.
[6] Thodey, K. & Smolke, C.D. Bringing It Together with RNA. Science 333, 412-413 (2011).
"
