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− | <li><a href="https://2018.igem.org/Team:Peking/Model">Overview</a></li> | + | <li><a href="https://2018.igem.org/Team:Peking/Projevt_overview">Overview</a></li> |
| <li><a href="https://2018.igem.org/Team:Peking/SPOT_Formation" class="barfont1">SPOT Formation</a></li> | | <li><a href="https://2018.igem.org/Team:Peking/SPOT_Formation" class="barfont1">SPOT Formation</a></li> |
| <li><a href="https://2018.igem.org/Team:Peking/Application" class="barfont1">Application</a></li> | | <li><a href="https://2018.igem.org/Team:Peking/Application" class="barfont1">Application</a></li> |
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− | <h1>Demonstration</h1> | + | <h1>Design</h1> |
− | <p class="title1" style="text-align:center">In this section, you could see the demonstration.</p> | + | <p class="title1" style="text-align:justify; text-justify:inter-ideograph;">While people are constantly exploring the world, the greatest pursuit is to remould the world. While the ‘phase separation’ in cells is under investigation and in a research boom, the scientific community hopes that the the phenomenon ‘worth of millions of dollars’ can to be artificially designed to enhance original functions and even acquire new functions. Our team, Peking iGEM 2018 go all out to overcome the challenge: artificially designfulfill phase separation in cells and synthesize membraneless organelles.</p> |
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− | <h4><a href="javascript:void(0);" onclick="naver('A')">Overview</a></h4> | + | <h4><a href="https://2018.igem.org/Team:Peking/Project">Overview</a></h4> |
− | <h4><a href="javascript:void(0);" onclick="naver('B')">Phase Separation</a></h4> | + | <h4><a href="https://2018.igem.org/Team:Peking/Design">Design</a></h4> |
| + | <h4><a href="jhttps://2018.igem.org/Team:Peking/Demonstration">Demonstration</a></h4> |
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− | <li><a href="javascript:void(0);" onclick="naver('B1')">Spontaneous</a></li> | + | <li><a href="https://2018.igem.org/Team:Peking/Demonstrate#B1">Spontaneous</a></li> |
− | <li><a href="javascript:void(0);" onclick="naver('B2')">The formation</a></li> | + | <li><a href="https://2018.igem.org/Team:Peking/Demonstrate#B2">The formation</a></li> |
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− | <h4><a href="javascript:void(0);" onclick="naver('C')">Functional Organelles</a></h4> | + | <h4><a href="jhttps://2018.igem.org/Team:Peking/Perspective">Perspective</a></h4> |
− | <h4><a href="javascript:void(0);" onclick="naver('D')">Perspective</a></h4>
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− | <div class="texttitle">Overview | + | <div class="texttitle">Overall design |
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− | <p>The aim of our project is to build a synthetic organelle based on phase separation as a multifunctional platform. Based on the principle of multivalence and interaction, we fused interactional modules into homo-oligomeric tags (HOtags) to form granules in S. cerevisiae.</p> | + | <p>Then we put forward two questions: Why phase separation in cells can produce membraneless organelles? And how can we design our system to fulfill its intended functions? |
| + | Like oil in water, the contents of cells can separate into droplets. According to physical principles, the process where material self-assemble into organelles is described as ‘phase separation’, which is the conversion of a single-phase system into a multiphase system. In general, materials flow to regions with low chemical potential instead of low concentration. Finally, the components no longer distribute uniformly but form granules locally which are organelles in the cell. |
| + | That is to say, the main work to synthesize an organelle is to fulfill phase separation in a cell. Then, how can we do it? Composition can switch rapidly through changes in scaffold concentration or multivalency. And our design was inspired by recent works showing that multivalency drives protein phase separation and formation of synthetic organelles. What’s more, we take our inspiration from existing life systems and previous works. For example, Intrinsic Disordered Regions are the symbol of massive phase separation in the cell. They interact with each other through the van der Waals force, hydrophobic effect and electrostatic attraction. And there are many interactions like this in nature, such as FKBP and FRB, SUMO and SIM, SH3 and PRM, phyB and PIF6. Thus, we can make good use of them to induce our designed organelles and regulate them variously.! |
| + | In a conclusion,multivalency drives protein’s -self-assemblyies and interaction binds the parts together. It means, interaction can induce phase separation and multivalency can make larger assemblies, which are two essential elementmodules in our design and ensure the formation of synthetic organelles. |
| + | </p> |
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| + | <img src="https://static.igem.org/mediawiki/2018/f/f1/T--Peking--project_design1.jpeg"> |
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− | <p>We have built spontaneous and induced synthetic organelles by specific interaction modules, so that we can control the formation process by different ways for demands in biological engineering. Then we characterized the kinetics and properties of synthetic organelles theoretically and experimentally. These results confirm the potential of synthetic organelles in synthetic biology.</p>
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| + | <div class="texttitle">Multivalency |
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− | <p>It inspired us to propose some specific applications of our synthetic organelles, including organization hub, sensor, and metabolism regulator. We have verified the feasibility of them by loading GFP-nanobody module, NAD+ sensor module and carotene production module to the whole system.</p> | + | <p>To design multivalent modules, it is not ideal to use multiple repeat domains, which not only will make the protein extremely large and bring difficulties to DNA recombination, but also may be problematic for making transgenic animals. Thus, instead of using multiple repeats, we turned to de novo-designed homo-oligomeric coiled coils. And we named these coiled coils as HO-Tag (homo-oligomeric tag). They are short peptides, ~30 amino acids, therefore they are ideal tags to introduce multivalency. There are seven coiled coils previously characterized in protein de novo design studies. They have been proved by previous work of Shu Xiaokun’s lab, and according to their work, HOTag3 and HOTag6 are most robust in driving protein droplet formation over a wide range of protein concentrations, so we choose them. |
| + | </p> |
| + | <img src="https://static.igem.org/mediawiki/2018/a/a1/T--Peking--project_design2.jpeg"> |
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− | <p>We believe that our work has reached the medal requirements of demonstration as we have confirmed that our synthetic organelles can be formed in vivo and deliver a range of functions both for engineering and research due to their amazing properties. The concrete demonstration of the whole platform is shown below. You can see more details of experiments and modeling in our <a href="https://2018.igem.org/Team:Peking/Results"/>Data Page</a> and <a href="https://2018.igem.org/Team:Peking/Model"/>Modeling</a></p><br/><br/><br/>
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| <div class="texttitle">Phase Separation System | | <div class="texttitle">Phase Separation System |
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| + | <p>To design interaction modules, we tried a lot of components and we fused them to the N-terminus of HOTag3 or HOTag6. Some of them are spontaneous and some are inducible. And we can regulate them through various kinds of inducers and different intensities of promoters.</p> |
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− | <h3>Spontaneous and induced synthetic organelles can be formed by phase separation</h3> | + | <h3>FKBP and FRB</h3> |
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− | <p>Our basic system consists of two components of synthetic organelles. Either of them has a specific HOtag to form homo-oligomers. We expect that they are able to form synthetic organelles due to the principles of phase separation. To verify the feasibility of the design, we fused two fluorescence proteins with the two components of synthetic organelles (Figure1.a) so that we can observe the self-organization of components and the formation of granules under fluorescence microscope.</p> | + | <p>The interaction between FKBP and FRB can be robustly induced by rapamycin. Rapamycin is a 31-membered macrolide antifungal antibiotic. It binds with high affinity (Kd=0.2nM) to the 12-kDa FK506 binding protein (FKBP), as well as to a 100-amino acid domain of the mammalian target of rapamycin (mTOR) known as the FKBP-rapamycin binding domain (FRB). Thus, we chose them as a pair of interaction modules. And in order to make synthetic organelles visualization, we chose mCherry (red fluorescent protein) and yEGFP (yeast-enhanced green fluorescent protein) as reporters. Then, we fused mCherry to the C-terminus of FKBP and to the N-terminus of HOTag3, similarly, we fused yEGFP to the C-terminus of FRB and to the N-terminus of HOTag6. We transformed them into yeast and proved that they can stably express. And then, only if we add rapamycin to the yeast can we see red droplets colocalize with green droplets in cells through fluorescence microscope. Synthetic organelles come true! </p> |
− | </div> | + | <img src="https://static.igem.org/mediawiki/2018/6/6c/T--Peking--project_design3.jpeg"> |
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− | <p>We used SUMO-SIM interaction module to build a spontaneous organelle. When two components are expressed in yeasts, granules with the two fluorescence proteins can be observed in vivo (Figure1.b). </p> | + | <h3>SUMO and SIM</h3> |
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− | <p>Meanwhile, by rapamycin induced interaction module, FKBP-Frb, we have built an inducible organelle. We can see granules occurs in yeasts within minutes after adding the inducer.</a> </p> | + | <p>Post-translational modifications by the small ubiquitin-like modifier (SUMO) are crucial events in cellular response to radiation and a wide range of DNA-damaging agents. Previous studies have shown that SUMO mediates protein-protein interactions by binding to a SUMO-interacting motif (SIM) on receptor proteins. And recent studies have shown that a protein with ten repeats of human SUMO3 (polySUMO) and a protein with ten repeats of SIM (polySIM) can drive interacting multivalent scaffolds in vitro. Therefore, we chose SUMO3 and SIM as a pair of interaction modules and they can spontaneously drive the formation of synthetic organelles. For plasmid construction, we did the same as FKBP and FRB. What’s more, different from inducer-mediated interactions like FKBP and FRB, we used Tet07 promoter, an inducible promoter, to initiate the expression of SIM. Then, if we add dox (the inducer of Tet07) into yeast, we will see an magical scene: yeast with two colors replaces yeast with only one color before, and red droplets colocalize with green droplets in cells through fluorescence microscope. Synthetic organelles come true! </p> |
| + | <img src="https://static.igem.org/mediawiki/2018/b/b0/T--Peking--project_design4.jpeg"> |
| </div> | | </div> |
− | Figure1.a The basic design of synthetic organelles with florescence reporters. <img src="https://static.igem.org/mediawiki/2018/3/36/T--Peking--Logo.png" style="width:100%;" alt="">(这里可能需要一张cartoon的设计图)
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− | b, c fluorescence images of spontaneous organelles (SUMO-SIM based) and inducible synthetic organelles (FKBP-Frb based, after adding 10000 nM rapamycin)<br/><br/>
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− | <div class="ordi">2.</div> | + | <div class="ordi">3.</div> |
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− | <h3>The formation of organelles has flexible but predictable properties and kinetics in different conditions</h3> | + | <h3>Phytohormone</h3> |
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− | <p>Then we combined <a href="https://2018.igem.org/Team:Peking/Phase_Separation_M"/>modeling of phase separation</a> and experiment to research the kinetics of the organelles formation process expecting that a well-characterized system can reach its whole potential in complex applications. </p> | + | <p>Gibberellin (GA) is a well-known phytohormone, whose perception is mediated by GID1 (GA-INSENSITIVE-DWARF1). And a key event in GA signaling is the degradation of DELLA proteins, which are negative regulators of GA response that interact with GID1 in a GA-dependent manner. Since this interaction seems to be a simple biochemical reaction that does not require additional factors, we try to do further research to make full use of it. Fortunately, it has been reported that GAI (GA-INSENSITIVE) is one of DELLA family proteins in Arabidopsis and the affinity of the GID-GA interaction can increase about 100-fold by GAI, suggesting that the GID1-GA complex is stabilized by DELLA proteins. So we chose GID1 and GAI as a pair of interaction modules. And we assembled them on to yeast plasmid as the same as the construction of FKBP and FRB and transformed them into yeast. And then, only if we add GA to the yeast can we see red droplets colocalize with green droplets in cells through fluorescence microscope. Synthetic organelles come true! </p> |
| + | <img src="https://static.igem.org/mediawiki/2018/5/5c/T--Peking--project_design5.jpeg"> |
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− | <p>As the model predicts, the concentration of components and the interaction strength affect the kinetics of phase separation. First we controlled the expression levels of components by using several stable or inducible promoters and observe the system's behavior. We found that the formation of organelles happened in specific promoter combinations and can be controlled by inducible promoters. The analysis result does not only fit well with the simulation, but provides potential methods to control the organelles in applications. </p> | + | <p>As mentioned above, interactions can be formed not only by inducers such as rapamycin and gibberellin, but also spontaneously, just as SUMO and SIM. So can we combine these two ways of interactions? To solve this problem, we did further studies about phytohormone and found ABA. |
| + | Abscisic acid (ABA) is an important phytohormone that regulates plant stress responses. Proteins from the PYR-PYL-PCAR family were identified as ABA receptors. Upon binding to ABA, a PYL protein associates with type 2C protein phosphatases (PP2Cs) such as ABI1 and ABI2, inhibiting their activity. Previous structural and biochemical observations have provided insight into PYL-mediated ABA signaling and given rise to a working model. In the absence of ABA signaling, PP2Cs are fully active and PYLs exist as inactive homodimers in cells, unable to bind or inhibit PP2Cs, mainly due to the incompatible conformation of CL2loop. In response to ABA binding, the CL2 loop undergoes a conformational rearrangement to close onto the ABA-bound pocket, then, the interaction between PYLs and PP2Cs can be formed. |
| + | Here we chose PYL1 and ABI1 as a pair of interaction modules. Then, we assembled them on to yeast plasmid as the same as the construction of FKBP and FRB and transformed them into yeast. Based on the interaction of PYL1 and ABI1, we can get a wonderful scene: In the absence of ABA, the synthetic organelles composed only of PYL1 appear, because of the homodimers of PYL1. And after we add ABA into yeast, ABI1 can enter the organelles with the interaction of ABI1 and PYL1, and we can see red droplets colocalize with green droplets in cells through fluorescence microscope. In this way, new components can enter the original organelles and the time of occurrence can be regulated as it is inducer-mediated regulation. So it give our designs and functions more possibilities. |
| + | </p> |
| + | <img src="https://static.igem.org/mediawiki/2018/3/35/T--Peking--project_design6.jpeg"> |
| </div> | | </div> |
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− | Figure2 (a) Phase diagram of a phase separation system with three components(simulation). To fit our system, the x-axis and the y-axis stands for the two components in the granules. The asymmetry comes from the assumption that the two components have different interactions with water.
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− | (b) Fluorescence movies of different promoter combinations of FKBP-Frb mediated system after adding rapamycin. Only in specific combinations, synthetic organelles can be formed by phase separation.
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− | (c) The formation process of SUMO-SIM mediated synthetic organelles can be controlled by inducible promoters. While the expression of Tet07-SIM-mCherry-HoTag6 is induced by dox gradually, the granules will occur abruptly in some time.<br/><br/>
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| + | <h3>Optogenetic control</h3> |
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− | <p>The strength of interaction modules can be also controlled. In the rapamycin-induced organelle system, changing the concentration of rapamycin will affect the apparent value of K, a parameter reflecting the interaction strength in our model. In a gradient rapamycin-inducing experiment, the delay time from adding inducer to granules formation was found to be shorter when concentration of rapamycin increases. So we have confirmed the influence of two parameters in models and increased the flexibility of our synthetic organelles.</p> | + | <p>The above describes a lot of components used as interaction modules, but they all have a common disadvantage——irreversible! Now, this problem can be solved be the Arabidopsis red light-inducible phytochrome (PHYB-PIF) system, which comprises the phytochrome B (PHYB) protein and the basic-helix-loop-helix (bHLH) transcription factor phytochrome interaction factor (PIF; PIF3 or PIF6). These two domains are induced to bind under far infrared and the binding is reversed within seconds of exposure to infrared light but is otherwise stable for hours in the dark. What’s more, the phytochrome system has a 10-100 larger dynamic range than the cryptochrome and LOV-based systems, and the affinity of its light-gated interaction is tighter than others. Therefore, we chose PHYB and PIF6 as a pair of interaction modules. Then, we assembled them on to yeast plasmid as the same as the construction of FKBP and FRB and transformed them into yeast. After that, synthetic organelles can form and disappear under the regulation of far infrared. </p> |
| + | <img src="https://static.igem.org/mediawiki/2018/4/43/T--Peking--project_design7.jpeg"> |
| </div> | | </div> |
| </div> | | </div> |
| + | <div class="texttitle">Two function sites |
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| + | <p>Now, we have artificially designed phase separation in cells and synthesized membraneless organelles. But how can we fulfill intended functions with synthetic organelles? Here, we propose two ideas. We reserve two sites to implement functions, which means function modules, such as enzymes in metabolism, proteins in signaling pathway, transcription factors in transcription and so on, have two sites in our designs.</p> |
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| + | <h3>Kidnapping——direct integration into the skeleton</h3> |
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− | Figure3 (a) A simulation of organelle formation process in different interaction strength of components.
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| + | <p>Just as we characterize synthetic organelles with fluorescent proteins, we can fuse function modules to the C-terminus of interaction modules and to the N-terminus of HOTags. Then, the function modules can be “kidnapped” into the synthetic organelles to fulfill intended functions.</p> |
| + | <img src="https://static.igem.org/mediawiki/2018/4/43/T--Peking--project_design8.jpeg"> |
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| + | <div class="ordi">2.</div> |
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| + | <h3> Welcome——with nanobody</h3> |
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− | <p>We also tried to characterized other properties, like the liquid-like property of the synthetic organelles, as they may affect the functions. See more details about our characterizations in <a href="https://2018.igem.org/Team:Peking/Phase_Separation_D"/>DataPage Phase separation</a>.</p><br/><br/><br/> | + | <p>We introduce a magic protein, anti-GFP nanobody, which is very small (only 13-kDa, 1.5nm 2.5nm) and high-affinity (0.59nM) camelid antibody to GFP. So we can use its characteristic to improve our designs. We can fuse GFP to the C-terminus of interaction modules and to the N-terminus of HOTags, and fuse function modules to the C-terminus of anti-GFP nanobodies. Then, with the help of interaction between anti-GFP nanobodies and GFP, synthetic organelles will “welcome” function modules, expected functions can be realized. You may ask: How does anti-GFP nanobody improve the design? Firstly, it will not make the protein extremely large and will reduce the effect on the structure of function modules, which can ensure the quality of functions. Secondly, it can bring components not belonging to the original structure to synthetic organelles, which can enlarge the enrichment range of synthetic organelles. Thirdly, it is easy to regulate the expression of target proteins. So you can see, nanobodies may do better and give you a surprise!</p> |
| + | <img src="https://static.igem.org/mediawiki/2018/e/e5/T--Peking--project_design9.jpeg"> |
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− | <div class="texttitle">Functional Organelles | + | <div class="texttitle">Conclusion |
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− | <p>Since SPOT can form in the cell and be controlled, we go further to consider the functions of SPOT. The functions of SPOT can be descripted in three catalogs: Spatial segmentation, Sensor and metabolic regulation. We verified the spatial segmentation with the condensation of substrates, also we can load the protein we want by fusing it with nanobody. We then verified the sensor with detecting rapamycin and ABA, which shows strong relativity between the concentration and the proportion of yeasts with SPOT. To find the law behind metabolism in the SPOT, we fuse the enzymes that can produce β-carotene into SPOT and measure the difference between with or without SPOT in produce of β-carotene.</p> | + | <p>We artificially designed phase separation in cells and synthesized membraneless organelles. And the main work to synthesize an organelle is to fulfill phase separation in a cell, so we stress the importance of interactions and multivalency. For these two aspects, we gave our ideas and the feasibility was analyzed. At last, we proposed two ideas to implement functions. We believe that in the near future, “millions of dollars” will no longer be a dream!</p> |
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− | Figure4 (organization hub)
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− | Design of GFP-nanobody based system
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− | fluorescence images of GFP-nanobody based system
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− | Figure5 (sensor)
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− | (a)~(?) fluorescence images of sensor based system
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− | Figure6 (metabolism)
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− | Characterization of carotene production system
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− | (phase内和phase外的胡萝卜素生产实验)<br/><br/><br/><br/><br/>
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− | </div>
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− | <div class="texttitle">Perspective | + | <div class="texttitle">References |
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− | <p>SPOT has been well verified and has various functions. And in the future, this modular system will have great potential in science and practice using. SPOT can change the modules to gain more different properties like diverse inducing method, we can also use it as a platform and then load other protein with some interactions like the interaction between nanobody and GFP. What’s more, we might have the ability to form differernt SPOTs in the cell and regulate them respectively. The functions of SPOT can also diverse. We can build a real time sensor for molecule in living cells to monitoring the concentration changing in environment or in cells. More metabolism pathway can be test in SPOT and we will find some laws of the function of regulate the metabolism. To be summary, more achievement is coming true with SPOT.</p> | + | <p> |
| + | 1. Yin P, Fan H, Hao Q, et al. Structural insights into the mechanism of abscisic acid signaling by PYL proteins[J]. Nature Structural & Molecular Biology, 2009, 16(12):1230-1236. |
| + | <br/> |
| + | 2. Park S Y, Fung P, Nishimura N, et al. Abscisic acid inhibits type 2C protein phosphatases via the PYR/PYL family of START proteins[J]. Science, 2009, 324(5930):1068-1071.<br/> |
| + | 3. 冯婵莹, 王永飞. 植物脱落酸PYR/PYL/RCAR受体[J]. 生命的化学, 2015(6):721-726.<br/> |
| + | 4. Nambara E, Marion-Poll A. Abscisic acid biosynthesis and catabolism.[J]. Annual Review of Plant Biology, 2005, 56(56):165-185.<br/> |
| + | 5. Hirano K, Ueguchi-Tanaka M, Matsuoka M. GID1-mediated gibberellin signaling in plants[J]. Trends in Plant Science, 2008, 13(4):192-199.<br/> |
| + | 6. Nelis S, Conti L, Zhang C, et al. A functional Small Ubiquitin-like Modifier (SUMO) interacting motif (SIM) in the gibberellin hormone receptor GID1 is conserved in cereal crops and disrupting this motif does not abolish hormone dependency of the DELLA-GID1 interaction[J]. Plant Signaling & Behavior, 2015, 10(2):e987528.<br/> |
| + | 7. Ueguchi-Tanaka M, Nakajima M, Motoyuki A, et al. Gibberellin receptor and its role in gibberellin signaling in plants.[J]. Annual Review of Plant Biology, 2007, 58(1):183-198.<br/> |
| + | 8. Ries J, Kaplan C, Platonova E, et al. A simple, versatile method for GFP-based super-resolution microscopy via nanobodies.[J]. Nature Methods, 2012, 9(6):582-584.<br/> |
| + | 9. Caussinus E, Kanca O, Affolter M. Fluorescent fusion protein knockout mediated by anti-GFP nanobody[J]. Nature Structural & Molecular Biology, 2011, 19(1):117-121.<br/> |
| + | 10. Zhang K, Cui B. Optogenetic control of intracellular signaling pathways[J]. Trends in Biotechnology, 2015, 33(2):92-100.<br/> |
| + | 11. Buckley C, Moore R, Reade A, et al. Reversible Optogenetic Control of Subcellular Protein Localization in a Live Vertebrate Embryo[J]. Developmental Cell, 2016, 36(1):117.<br/> |
| + | 12. Banaszynski L A, And C W L, Wandless T J. Characterization of the FKBP·Rapamycin·FRB Ternary Complex [J. Am. Chem. Soc. 2005, 127, 4715−4721].[J]. Journal of the American Chemical Society, 2006, 128(49).<br/> |
| + | 13. Woolfson D N, Bartlett G J, Burton A J, et al. De novo protein design: how do we expand into the universe of possible protein structures?[J]. Current Opinion in Structural Biology, 2015, 33:16-26.<br/> |
| + | 14. Banani S F, Rice A M, Peeples W B, et al. Compositional Control of Phase-Separated Cellular Bodies[J]. Cell, 2016, 166(3):651-663.<br/> |
| + | 15. Zhang Q, Huang H, Lu Q, et al. Visualizing Dynamics of Cell Signaling InVivo, with a Phase Separation-Based Kinase Reporter[J]. Molecular Cell, 2018, 69(2):347.<br/> |
| + | .</p> |
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