Difference between revisions of "Team:SUSTech Shenzhen/Design"

 
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project
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= Overview =
  
design
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For most cells, the molecular mechanism of sensing mechanical force starts with mechanical sensitive (MS) ion channels. The key objective of this study is to explore the possibility of using MS channels to sense sound instead.
  
= Introduction  =
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Here we adapt synthetic biology approaches to engineer non sensory neuron to detect different aspects of sound, such as frequency and intensity (Fig. 1). Mechanosensitive channels TRPC5 and Piezo1 were chosen as putative receptors of sound. We engineered downstream calcium sensor to visualize channels’ response to sound. Different channels might have different responses even exposed to the same condition. Quantitative characterization of these channels will help us to comprehend the MS channel expression cell as a whole. The downstream NFAT reporter can be used to regulation extrageneous gene expression for further cell function control, as well as for functional selection of mutant channel library.
  
== Sense of Hearing  ==
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{{SUSTech_Image_Center_8 | filename=T--SUSTech_Shenzhen--DZ1.png |width=1000px|caption=<B>Figure 1. Overview of responses to mechanical stimuli with our engineered CHO cells.</B>}}
As founded in human’s ears, mechanosensitive (MS) channels taking responsibility for the sense of hearing. [6] In plants, cell membrane-associated proteins (also belonging to the MS channels) are proposed to be associated with sound sensing. [7] They are founded in response to sound of specific frequency and intensity. [8]
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Some researches have been made in discovering the relationship between MS channels and sound, but these experiments have been done on cell level. Most of researchers employed ultrasound, which might cause cell damage during experiments.[10] [9] It is hard to explain how the ears can hear sound by sensing the weak and low-frequented vibration. In our project, we chose a kind of MS channel, TRPC5 (found in the central nervous system) as researching object. Ultrasound as well as normal sound was used to test the response of MS channel. We hoped we could make some tiny contributions in solving this problem and help the hearing impaired. Additionally, we expected to select some mutated MS channels that sensitive to distinctive sound frequency.
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= 1. Establish indicator of channels’ response =
  
== Gene regulation ==
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To visualize channels’ response, we established the systematic characterization tools to analyze the response of MS channel-expression CHO cell to mechanical force. Mechanosensitive channels will induce calcium influx into cells after receiving stimulation. Cytosolic calcium increase is visualized by R-GECO, a genetically encoded calcium sensor which can emit red fluorescence upon calcium binding. Red fluorescence can be captured and analyzed by live cell imaging system.
Gene expression is a complex and stochastic process involving numerous progresses and various reaction steps.[1] With continuing development in synthesis biology, a large amount of methods are developed to regulate gene expression artificially, including the most common two regulation systems, chemical genetics [2] and optogenetics [3, 4]. In chemical genetics small molecular drugs such as aTc are used to induce the gene expression, while it lacks spatial specificity and the concentration of small chemical in the cell is not stable. Optogenetics employs light as an input signal to induce gene expression. However, there are the side effect from laser-induced heating and the abnormal ion distribution caused by over-expressed pumps or channels. What’s more, undesired network homeostasis can make experimental interpretation very difficult [5].
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Based on the previous study, we hope to find out a mechanical channel which can response to specific soundwaves and to realize the audio-genetics. Compared to the methods above, sound signal is easier to generate and less harmful to research objects.
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== Mechanosensitive channels: Piezo1 & TRPC5 ==
  
== Study Overview ==
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Piezo1 protein is a functionally diverse mechanosensitive cation channel. It is expressed in lungs, bladder and skin, where mechanosensation plays an important biological role. It also plays significant role in multiple physiological processes, including sensing shear stress of blood flow for proper blood vessel development, regulating red blood cell function and controlling cell migration as well as differentiation. Despite the functional importance and high sensitivity of Piezo1 proteins, their gating mechanisms and three-dimensional (3D) structures are yet to be defined. </ref>Ge, J., et al., Architecture of the mammalian mechanosensitive Piezo1 channel. <ref> Nature, 2015. 527(7576): p. 64-9. </ref> The density map revealed that Piezo1 formed a three-blade, propeller-shaped architecture, with distinct regions resembling the typical structural components of a propeller, including three blades and a central cap. (full length, 2,547 amino acids) (Fig. 2,3).  
In our study, audio-genetics is defined as a method of gene regulation by sound frequency precisely and safely. The response to the external signal is executed through a mechanosensitive channel (TRPC5 [11-13] or piezo channel[14, 15]). Different from the other MS channels, they open the gate to selectively permeate calcium when the force applied. The influx of calcium promotes the activation of TRPC5 channel and more calcium will influx into cytoplasm [4]. Because of the less complex structure of TRPC5, we applied the directed mutation within selective region, hoping a definite response could establish.
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Piezo channel has been proved more sensitive to mechanical force, so we considered it more probable used in audio-genetic. Since the structure of it is still unsolved yet, directed mutation could not be operated. It was involved in our study as a test component.
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{{SUSTech_Image_Center_8 | filename=T--SUSTech_Shenzhen--DZ2.png |width=1000px|caption=<B>Figure 2. The 3D density map of Piezo1 in a surface mode by PyMOL Viewer(from PDB database)</B>}}
  
To measure the activation level (quantify the intracellular calcium), we employed a fluorescent indicator, R-GECO. It is an artificial calcium indicated deriving from GCaMP. After it binds with calcium, it emits red fluorescent of about 600nm wavelength [16].
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{{SUSTech_Image_Center_8 | filename=T--SUSTech_Shenzhen--DZ3.png |width=1000px|caption=<B>Figure 3. A proposed model of force-induced gating of Piezo channels.<ref>Ge, J., et al., Architecture of the mammalian mechanosensitive Piezo1 channel. Nature, 2015. 527(7576): p. 64-9.</ref></B>Represent the closed and open state channels, respectively.Red dashed lines indicate the possible ionconduction pathways.Presumably, force-induced motion (red arrows) of the peripheral blade or PHs leads to conformational arrangement and
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gating of the channel.}}
  
Calcium in cytoplasm regulates a series of phosphorylation. We chose the specific promoter (PNFAT) as an inductive element to regulate the downstream transgene expression. For the convenience, green fluorescent protein (GFP) was employed as the output signal to quantitatively analyze the regulatory ability of our audio-genetic system [4].
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Transient receptor potential (TRP) channels belong to a diverse family of cation channels that respond to a variety of signals. <ref>Flockerzi, V., An introduction on TRP channels. Handb Exp Pharmacol, 2007(179): p. 1-19.</ref><ref>Ramsey, I.S., M. Delling, and D.E. Clapham, An introduction to TRP channels. Annu Rev Physiol, 2006. 68: p. 619-47.</ref> TRPC5 is a calcium permeable cation channel predominantly express in the central nervous system (CNS). There is an impressive array of other activators of TRPC5 channel, such as nitric oxide, lysophospholipids, sphingosine-1-phosphate, reduced thioredoxin, protons, lanthanides, and calcium, among them many can cause the change of TRPC5 configuration. Moreover, TRPC5 shows constitutive activity. It is shown to be associated with membrane stretch and cold feeling. Thus, TRPC5 channel has significant potential for synergistic activation and may serve as an important focal point in calcium signaling and electrogenesis. The biological functions of TRPC5 channel are also important, ranging from neurotransmission to control of axon guidance, vascular smooth muscle cell migration and contractility. <ref>Zholos, A.V., Trpc5. Handb Exp Pharmacol, 2014. 222: p. 129-56. </ref>
  
We tested the system above in CHO-K1 cell line. It can be cultured suspended and grows fast. It is convenient for us to test the channel response to sound wave in different cases. Moreover, to quantify the sensibility of those MS channels to mechanical stress, we firstly active those MS channels by microfluidics [17] and hypoosmolarity [18] to observe the calcium influx level. Then, we applied sounds with various frequencies and intensities by using commercial sound generators such as a buzzer, balanced armature, horn, ultrasound and atomizer.
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TRPC5 shares several common features with other members of the TRP superfamily of ion channels, such as membrane topology and high selectivity to cations over anions. <ref>Owsianik G, Talavera K, Voets T et al (2006) Permeation and selectivity of TRP channels. Annu Rev Physiol 68:685–717.</ref><ref> Ramsey IS, Delling M, Clapham DE (2006) An introduction to TRP channels. Annu Rev Physiol 68:619–647</ref> The channel core consists of six helical transmembrane (TM1–6) segments linked by extracellular and intracellular segments of variable length and flanked by the cytoplasmic N (Nt, 330 aa)- and C (Ct, 351 aa)-termini(Figure 4). A putative pore region including pore helix between TM5 and TM6 lines the channel pore when a functional channel is formed by assembling four subunits. <ref>B. Nilius and V. Flockerzi (eds.), Mammalian Transient Receptor Potential (TRP) Cation Channels, Handbook of Experimental Pharmacology 222.</ref>
  
The successful audio-genetics will reshape the landscape of current methods of gene regulation and this novel technology will open a new door to audio control of gene expression, neuronal activities and other biological process in cells or organisms.
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{{SUSTech_Image_Center_8 | filename=T--SUSTech_Shenzhen--DZ4.png |width=1000px|caption=<B>Figure 4. Main structure of TRPC5 channel</B>}}
  
'''Plasmid construction'''[[File:media/image1.png|562x723px]]
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There are several general mechanisms for mechanical activation of an ion channel. These include 1) direct channel activation by altering bilayer tension/bending/thickness, 2) indirect channel activation via mechanosensitive signaling molecules, and 3) direct channel activation by tethering to cytoskeletal elements that are exposed to mechanical forces. <ref>Pedersen SF, Nilius B. Transient receptor potential channels in mechanosensing and cell volume regulation. Methods Enzymol. 2007; 428:183–207. Epub 2007/09/19.
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</ref><ref>Christensen AP, Corey DP. TRP channels in mechanosensation: direct or indirect activation? Nat Rev Neurosci. 2007; 8(7):510–21. Epub 2007/06/23.</ref> Based on previous study exploring TRP channels gating mechanism, we know that multiple ankyrin repeats in the channel can form a helical structure, which may act as a gating spring. <ref>B. Nilius and V. Flockerzi (eds.), Mammalian Transient Receptor Potential (TRP) Cation Channels, Handbook of Experimental Pharmacology 222.</ref> Thus we chose ankyrin repeats as directed mutation region, 
  
1. R-GECO is derived from GCaMP, a genetically encoded calcium indicator. After it binding with calcium ion, it can emit fluorescence with wavelength of approximately 600nm [1].
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== Fluorescent component R-GECO (Calcium Indicator)  ==
  
We use it to quantify the intracellular calcium after mechanical stimulation on CHO-k1 cell by using live cell imaging. Due to the immediate expression of R-GECO, it can only be used in short-term test and observation.
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R-GECO consists of a circularly permuted mApple red FP, which is flanked on one side by the calcium-binding protein calmodulin and on the other side by the calmodulin-binding peptide M13. In the presence of calcium, calmodulin-M13 interactions elicit conformational changes in the fluorophore environment that leads to an increase in the emitted fluorescence. (Fig. 5).<ref> Zhao, Y., et al., An expanded palette of genetically encoded Ca(2)(+) indicators. Science, 2011. 333(6051): p. 1888-91.</ref> They are useful in neuronal activity study and cell imaging for calcium indicator. We could use following methods to induce calcium influx to quantitatively examine the function of R-GECO.
  
2. pBX087-NFAT-GFP
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=== Depolarization ===
  
Piggybac is a transposon which could promote the integration of PNFAT -GFP to genome.
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Potassium ion is involved to make a depolarization and lead to the increases in cytosolic free calcium.<ref> Ranade, S.S., et al., Piezo1, a mechanically activated ion channel, is required for vascular development in mice. Proc Natl Acad Sci U S A, 2014. 111(28): p. 10347-52.</ref>
  
P-NFAT is a promoter that could be activated by NFAT(nuclear factor of activated T cells).
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=== Ionomycin ===
  
After Ca2+ entering cell, it will activate calmodulin. The serine/threonine phosphatase calcineurin will then be activated, which dephosphorylates the serine-rich region and Serine-proline repeats in the amino terminus of NFAT. This activates a conformational change that exposes a nuclear localization signal, results in nuclear import, and enables binding of NFAT to specific promoters (PNFAT) and cooperation with resident transcription factors to induce transgene expression [2].
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Ionomycin is an ionophore produced by the bacterium Streptomyces conglobatus. It is used in research to raise the intracellular level of calcium (Ca2+) by stimulating store-regulated cation entry. <ref>Morgan, A.J. and R. Jacob, Ionomycin enhances Ca2+ influx by stimulating store-regulated cation entry and not by a direct action at the plasma membrane. Biochem J, 1994. 300 ( Pt 3): p. 665-72..</ref>
  
In the lab, we introduced GFP[[File:media/image2.png|269x312px]] as a indicator of PNFAT downstream expression. After Ca2+ entering cell, the cascades could be activated, which could finally generate green fluorescence and demonstrate the result. Since the green fluorescent protein could express continuously, it was used for long-term test and observation.
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{{SUSTech_Image_Center_8 | filename=T--SUSTech_Shenzhen--DZ5.jpg |width=1000px|caption=<B>Figure 5. The Mechanism of Calcium Indicator</B>}}
  
3. Original Piezo1 plasmid was provided by Professor Maojun Yang from Tsinghua University. We used restriction enzyme digestion to insert it into a new backbone.
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= 2. Plasmid construction =
  
It is a mammalian mechanosensitive channel. Piezo1 activity triggered by traction forces elicited influx of Ca2+ [3]. Piezo1 has broad roles in multiple physiological processes, including sensing shear stress of blood flow for proper blood vessel development [4,5].
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{{SUSTech_Image | filename=T--SUSTech_Shenzhen--4989943B-6AD0-4AB4-931B-ADD190600E8B.png | caption=<B>Figure 6. Plasmid construction of different parts </B> ** R-GECO: R-GECO is a gift from Prof. Yue's lab. ** pBX097 backbone is provided by Prof. Huang's lab. | width=900px}}
  
We employed various mechanical forces to stimulate the CHO-k1 cells transfected with Piezo1 plasmid, adding doxycycline to promote TetON expression.
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<html><a href="/Team:SUSTech_Shenzhen/Design/Plasmid_Construction" class="btn btn-default"><i class="ion-arrow-right-c"></i> See Details</a></html>
  
4. pBX097-NeoLoxp was constructed by connecting the backbone(pBX097) which has piggybac sequence with the NeoLoxp fragment.
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= 3. Quantitative characterization of Piezo1 and TRPC5 =
  
Piggybac is a traditional transposon system that can help to integrate gene into multiple sites of cell’s chromosome.
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Mechanical stimuli are generated by three ways: 1) Hypoosmolarity; 2) Sonic wave; 3) Microfluidics
  
NeoLoxp is the combination of neomycin antibotic gene with Loxp sequence.
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To quantitatively characterize these two channels, we employed hypoosmolarity and different magnitude of shear stress to stimulate cells. Besides, we also explored new manipulation using sound with different intensities and frequencies to test cells’ response.
  
Neomycin gene could be used in later cell screening to get successfully transfected cell.
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== Hypoosmolarity ==
  
Loxp is a key component in Cre-loxp system. This figure below elucidates it’s principle briefly.
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After serial dilution of medium, we used osmotic pressure to generate mechanical stress exert on cell plasma membrane to activate Piezo1 or TRPC5 channel.  
  
In the lab, we firstly used Piggybac system to integrate this plasmid containing Loxp into chromosome. After that, quantitative PCR was used to select cells with single copy of Loxp. This[[File:media/image3.png|228x265px]][[File:media/image4.png|159x277px]] Loxp was then used to transfect TRPC5 into cell’s chromosome through Cre-Loxp recombination system. Thus, we could compare the sensitivity of TRPC5 toward mechanical force quantitatively.
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Diluted medium could induce a sharply increase in fluorescence intensity, reveals that cell could sense this stress, in other words, hypoosmolarity can trigger calcium influx through Piezo1 and TRPC5 channel.
  
5. One part of TRPC5 was synthesized by IDT, another part was synthesized by Wuxi Qinglan Biotech Cooperation. We use polymerase chain reaction and restriction enzyme digestion to construct a complete and useful TRPC5 plasmid.
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== Sound ==
  
Transient receptor potential channel 5(TRPC5) is also a mechanosensitive channel. It’s able to sense the mechanical force and open the channel gate to selectively permeate calcium ion. Also,[[File:media/image5.png|553x259px]] the influx of calcium ion can promote the activation of TRPC5 channel, thus more calcium will influx into cytosolic [2].
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In this part, we supposed that different frequencies and intensities would have great different impact on cells, so we employed a wide range of frequency and intensity of sound to stimulate the cell. We used home-made  sound generators utilizing piezo buzzers, balanced armatures, speakers, ultrasound transducers and atomisers to activate Piezo1 and TRPC5 channel. Fluorescence intensity increase could be observed after intracellular calcium concentration increased. There is little literature report of quantitive research on channels employing sound as stimulus, we wanted to quantify our experiment, simulation and calculation of how much energy we should apply on cell’s membrane.
  
Similar to the experiment of Piezo1 plasmid, we used mechanical force including shear force, ultrasound vibration to stimulate the cells transfected with wild-type TRPC5 channel. Since it’s not so sensitive compared with Piezo1, we’ve done random mutagenesis in the ankyrin repeats of TRPC5, trying to screen the mutated plasmids which are quite sensitive to mechanical force.
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The formula of sound intensity and its corresponding pressure on cell is below. P is pressure (N/m<sup>2</sup>), I is sound intensity (W/m<sup>2</sup>), ρ is medium density and c is sound velocity.
  
References:
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{{SUSTech_Shenzhen/bmath|equ=<nowiki>I = \frac{P^{2}}{2c\rho}</nowiki>}}
  
[1] Zhao, Y., et al., An expanded palette of genetically encoded Ca(2)(+) indicators. Science, 2011. 333(6051): p. 1888-91.
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== Microfluidics ==
  
[2] Ye, H., et al., A synthetic optogenetic transcription device enhances blood-glucose homeostasis in mice. Science, 2011. 332(6037): p. 1565-8.
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We designed microfluidics chips to produce shear stress to stimulate Piezo1 and TRPC5 channel. We could manipulate the pressure on cell membrane by changing the culture medium flowing velocity in microfluidics channels. We have proved that, it could takes less than 1 second for R-GECO to reach maximum fluorescence intensity from receiving stimulus to release fluorescence. With numerical and analytical calculation of fluid dynamics equations, we could predict the sensitivity of MS channels in terms of mechanical stress (Fig. 7), which could be a guidance for sound experiment. We could calculate the amount of pressure that should be applied on cell’s membrane to activate MS channels. (See [[Team:SUSTech_Shenzhen/Model  Model]]).
  
[3] Pathak, M. M., Nourse, J. L., &amp; Tran, T., Stretch-activated ion channel Piezo1 directs lineage choice in human neural stem cells. PNAS, 2014. 111(45): p. 16148-16153.
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{{SUSTech_Image | filename=T--SUSTech_Shenzhen--F5AE13C9-1AB2-478E-97C6-5E7C8E8A41CD.png | caption=<B>Figure 7. Structure of Microfluidic Chips</B> | width=1000px}}
  
[4] Ranade, S. S. et al. Piezo1, a mechanically activated ion channel, is required for<br />
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= 4. Audiogenetics platform construction with directed-evolution =
vascular development in mice. Proc. Natl Acad. Sci. USA , 2014. 111: p.10347–10352.
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[5] Li, J. et al. Piezo1 integration of vascular architecture with physiological force.<br />
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With continuing development in synthetic biology, plenty of methods have been developed to regulate gene expression artificially, including the two most common regulation systems, chemical genetics <ref>Nevozhay, D., et al., Negative autoregulation linearizes the dose-response and suppresses the heterogeneity of gene expression. Proc Natl Acad Sci U S A, 2009. 106(13): p. 5123-8.</ref> and optogenetics.<ref>Leifer, A.M., et al., Optogenetic manipulation of neural activity in freely moving Caenorhabditis elegans. Nat Methods, 2011. 8(2): p. 147-52.</ref>  <ref>Ye, H., et al., A synthetic optogenetic transcription device enhances blood-glucose homeostasis in mice. Science, 2011. 332(6037): p. 1565-8.</ref> 
Nature, 2014. 515: p. 279–282.
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= Measurement =
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In chemical genetics, small molecule drugs such as aTc are used to induce gene expression, while it lacks spatial specificity and the concentration of small chemicals in the cell is not stable. Optogenetics employs light as an input signal to induce gene expression. However, there are side effects caused by laser-induced heating and abnormal ion distribution caused by over-expressed pumps or channels. In addition, undesired disturbance of homeostasis can make it difficult for experimental interpretation. Shallow penetration of light in human tissue also limit the clinical application of optogenetics.<ref>Song, M.Y. and J.X. Yuan, Introduction to TRP channels: structure, function, and regulation. Adv Exp Med Biol, 2010. 661: p. 99-108.</ref> 
  
== Test of R-GECO ==
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Based on the previous study, we hoped to establish a platform to realize audiogenetics. Compared to the methods above, sound signal is easy to generate and less harmful to research objects.
GCaMPs consists of a circularly permuted enhanced green fluorescent protein (such as EGFP), which is flanked on one side by the calcium-binding protein calmodulin and on the other side by the calmodulin-binding peptide M13. In the presence of calcium, calmodulin-M13 interactions elicit conformational changes in the fluorophore environment that leads to an increase in the emitted fluorescence. (Fig. 1a). With a series of artificial modification, a group of calcium indicators, GECO family, was created. They are useful in the study of neuronal activity and cell image. We could use histamine to induce calcium influx in HeLa cell and the test the efficiency of R-GECO[19] (Fig. 1b) However, there is no H1 receptor in CHO-K1 cell membrane so we employed the following methods.
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[[File:media/image6.png|553x394px]]
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The key element of this platform is the receptor of sound, which is the mechanosensitive channel. We developed a method to screen channel mutants which could response to specific sound frequency and intensity.
  
'''Fig.''' the mechanism and high sensitivity of calcium indicator. a) EGFP is flanked on one side by the calcium-binding protein calmodulin and on the other side by the calmodulin-binding peptide M13. In the presence of calcium, calmodulin-M13 interactions elicit conformational changes in the fluorophore environment that lead to an increase in the emitted fluorescence. b) Intensity versus time traces for transfected HeLa cells. [21]
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First of all, a library of TRPC5 channel was constructed by random mutation. We made the ankyrin repeats region (which is proposed to responsible for mechanical force sensing.<ref> Zholos, A.V., Trpc5. Handb Exp Pharmacol, 2014. 222: p. 129-56.</ref> 
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<ref> Beck, A., et al., Conserved gating elements in TRPC4 and TRPC5 channels. J Biol Chem, 2013. 288(27): p. 19471-83.</ref><ref> Gaudet, R., TRP channels entering the structural era. J Physiol, 2008. 586(15): p. 3565-75.</ref><ref> Owsianik, G., et al., Structure-function relationship of the TRP channel superfamily. Rev Physiol Biochem Pharmacol, 2006. 156: p. 61-90</ref><ref> Beck, A., et al., Conserved gating elements in TRPC4 and TRPC5 channels. J Biol Chem, 2013. 288(27): p. 19471-83.</ref> <ref> Shen, B., et al., Plasma membrane mechanical stress activates TRPC5 channels. PLoS One, 2015. 10(4): p. e0122227.</ref> ) as the mutation region by using error-prone PCR.
  
1. Hyperpolarization
 
 
Potassium ion is involved to make a hyperpolarization and lead the increases in cytosolic free calcium [20].
 
 
[[File:media/image7.png|553x258px]]
 
 
Need modified
 
 
'''Fig.''' the result of test of R-GECO. a) No KCl added. b) Add 200mM KCl at t=240s
 
 
2. <span id="OLE_LINK14" class="anchor"></span>Ionomycin
 
 
Ionomycin is an ionophore produced by the bacterium Streptomyces conglobatus. It is used in research to raise the intracellular level of calcium (Ca2+) by stimulating store-regulated cation entry.[22]
 
 
'''Fig.''' result '''('''10 μM ionomycin in HHBSS''')'''
 
 
'''('''to be continued''')'''
 
 
== Test of TRPC5 and Piezo ==
 
Transient receptor potential (TRP) channels are from a diverse family of cation channels that respond to a variety of signals [23, 24]. For example, some are involved in sensory perception and are directly activated by chemical ligands and/or physical sensory stimuli such as temperature, mechanical and osmotic stresses. Others are activated downstream of receptor stimulation through a phospholipase C (PLC)-dependent pathway. TRPC5 is a calcium permeable cation channel predominantly expressed in the CNS, There is an impressive array of other activators of TRPC5 channels, such as nitric oxide, lysophospholipids, sphingosine-1-phosphate, reduced thioredoxin, protons, lanthanides, and calcium, and many can cause its direct activation. Moreover, TRPC5 shows constitutive activity, and it is responsive to membrane stretch and cold. Thus, TRPC5 channels have significant potential for synergistic activation and may serve as an important focal point in calcium signaling and electrogenesis. The range of biological functions of TRPC5 channels is also impressive, from neurotransmission to control of axon guidance and vascular smooth muscle cell migration and contractility [11].
 
 
Piezo protein is a functionally diverse mechanosensitive cation ion channel that in humans is encoded by the gene PIEZO1. It is expressed in the lungs, bladder and skin, where mechanosensation play an important biological roles. It also has broad roles in multiple physiological processes, include including sensing shear stress of blood flow for proper blood vessel development, regulating red blood cell function and controlling cell migration and differentiation.[14]
 
 
<blockquote><span id="OLE_LINK30" class="anchor"></span>
 
</blockquote>
 
= Directed evolution of TRPC5  =
 
 
== TRPC5 structure ==
 
Here we randomly mutated TRPC5 directly. To get a good mutation of TRPC5 with high sensitivity to mechanical stress, we need find out the specific fragment of TRPC5 coding sequence which related to stress sensing. Many researches had revealed the structure of TRPC5 [11, 25, 26]. (Fig. 6) Based on their study, we knew the Ankyrin repeats<br />
 
[27] and pore region [25] S4-S5 linker were the crucial positions for our directed evolution.
 
 
However, mutation at S4-S5 linker or pore helix would cause continuously Ca2+ influx and cell death, so it might not be appropriate to mutate at this transmembrane protein area [25]. Crystallographic studies have shown that multiple Ankyrin repeats could form a helical structure, which might act as a gating spring connected to cytoskeletal elements [18, 27], so we finally chose the <span id="OLE_LINK1" class="anchor"></span>Ankyrin repeating region as the mutated region.[[File:media/image8.png|553x383px]]
 
 
'''Fig. 6''' Structure of TRPC channels. Structural features of TRPC channels. See text for description of structural features. ANK, ankyrin-like repeats; CC-N and CC-C are N-terminal and C-terminal coiled-coil domains, respectively. The region shaded in gray at the extreme C-terminus is specific for TRPC 4 and 5 [12].
 
 
== Construct library ==
 
We used GeneMorph II Random Mutagenesis Kit to make a library of Ankyrin repeats by error-prone PCR. (Fig. 7a) ( provided by Agilent Technologies Company) The GeneMorph II kit has been used to mutagenize plasmid DNA targets up to 6 kb in length. Its mutation rate can be controlled simply by varying the initial amount of target DNA in the reaction or the number of amplification cycles performed. This kit also allows researchers to choose the mutation frequency that is most appropriate for a particular application.
 
 
In directed evolution studies, mutation frequencies of 1~4 amino acid changes (2~7 nucleotide changes) per gene are commonly employed. Proteins with improved activities have also been isolated from highly mutagenized libraries exhibiting 20 mutations per gene.
 
 
Using the mutated (Ankyrin repeats) fragments, we compared the efficiency of three different ways (whole plasmid mutagenesis, Gibson assembly, ligation) to construct the mutated Ankyrin repeats fragments into intact plasmids.
 
 
Whole plasmid mutagenesis to construct the mutated Ankyrin repeats fragments into intact plasmids. It uses a pair of complementary mutagenic primers (the mutated Ankyrin repeats fragments) to amplify the entire plasmid in a thermocycling reaction using a high-fidelity non-strand-displacing DNA polymerase such as KOD polymerase, and the reaction generates a nicked, circular DNA. Gibson assembly is a method to combine more than ten DNA fragments based on sequence identity. It requires that the DNA fragments contain ~20-40 base pairs overlap with adjacent DNA fragments. The way of ligation is a method use T4 ligase to join dsDNA fragments with the same sticky end.
 
 
By experiments in different groups, we found out ligation method is the most efficient way to construct the mutated Ankyrin repeats fragments into intact plasmid s( about 0.8%).
 
 
== Screening ==
 
To screen out the desire mutation of TRPC5 with high sensitive to mechanical stress, we first transfected the CHO-k1 cells with a great library mixture of TRPC5 mutation cloned in the same plasmid backbone. Then we use fluorescence activated cell sorting (FACS) to select the cells with high intensity of GFP, (Fig. 7b) because high sensitivity TRPC5 channel with induce more calcium influx into cytosolic under the same sound wave signal, and the high concentration of free calcium in cytosolic will induce more GFP expression in the downstream of specific promoter (PNFAT). To make sure each transfected cell only contain one mutated TRPC5. Otherwise, cells contain two or more copy number will be high sensitive the to mechanical stress because of overlapping effect.
 
 
We use Cre-Loxp system to firstly select the single cell colony only with one copy number of loxp after transfected by PiggyBac mediated multiplex gene transfer method[28], which can be done by with qPCR. Then transfect the cells with mutated TRPC5 that add a loxp sequence ahead, therefore, all cells will contain one copy of mutated TRPC5 and it is in the same position of genome of CHO-K1. We use vibration to stimulate transfected CHO-K1 cell that cultured in flask.
 
 
[[File:media/image9.png|189x151px]] [[File:media/image10.png|361x149px]]
 
 
'''Fig. 7''' the main experimental steps of an in vitro directed evolution process. a) Sequence diversity is created through a random mutagenesis step, (the symbol * represents point mutation). The library of DNA sequences is ligated into an expression vector. b) Fluorescence-activated cell sorting (FACS) enables the fluorescence measurement of individual cells and the separation of distinct subpopulations by electrostatic deflection.
 
 
= Reference =
 
 
1. Ozbudak, E.M., et al., ''Regulation of noise in the expression of a single gene.'' Nat Genet, 2002. '''31'''(1): p. 69-73.
 
 
2. Nevozhay, D., et al., ''Negative autoregulation linearizes the dose-response and suppresses the heterogeneity of gene expression.'' Proc Natl Acad Sci U S A, 2009. '''106'''(13): p. 5123-8.
 
 
3. Leifer, A.M., et al., ''Optogenetic manipulation of neural activity in freely moving Caenorhabditis elegans.'' Nat Methods, 2011. '''8'''(2): p. 147-52.
 
 
4. Ye, H., et al., ''A synthetic optogenetic transcription device enhances blood-glucose homeostasis in mice.'' Science, 2011. '''332'''(6037): p. 1565-8.
 
 
5. Hausser, M., ''Optogenetics: the age of light.'' Nat Methods, 2014. '''11'''(10): p. 1012-4.
 
 
6. Muller, U., ''Cadherins and mechanotransduction by hair cells.'' Curr Opin Cell Biol, 2008. '''20'''(5): p. 557-66.
 
 
7. Telewski, F.W., ''A unified hypothesis of mechanoperception in plants.'' Am J Bot, 2006. '''93'''(10): p. 1466-76.
 
 
8. Qin, Y.C., et al., ''Biochemical and physiological changes in plants as a result of different sonic exposures.'' Ultrasonics, 2003. '''41'''(5): p. 407-11.
 
 
9. Haswell, E.S., R. Phillips, and D.C. Rees, ''Mechanosensitive channels: what can they do and how do they do it?'' Structure, 2011. '''19'''(10): p. 1356-69.
 
 
10. Mishra, R.C., R. Ghosh, and H. Bae, ''Plant acoustics: in the search of a sound mechanism for sound signaling in plants.'' J Exp Bot, 2016. '''67'''(15): p. 4483-94.
 
 
11. Zholos, A.V., ''Trpc5.'' Handb Exp Pharmacol, 2014. '''222''': p. 129-56.
 
 
12. Vazquez, G., et al., ''The mammalian TRPC cation channels.'' Biochim Biophys Acta, 2004. '''1742'''(1-3): p. 21-36.
 
 
13. Song, M.Y. and J.X. Yuan, ''Introduction to TRP channels: structure, function, and regulation.'' Adv Exp Med Biol, 2010. '''661''': p. 99-108.
 
 
14. Ge, J., et al., ''Architecture of the mammalian mechanosensitive Piezo1 channel.'' Nature, 2015. '''527'''(7576): p. 64-9.
 
 
15. Pathak, M.M., et al., ''Stretch-activated ion channel Piezo1 directs lineage choice in human neural stem cells.'' Proc Natl Acad Sci U S A, 2014. '''111'''(45): p. 16148-53.
 
 
16. Zhao, Y., et al., ''An expanded palette of genetically encoded Ca(2)(+) indicators.'' Science, 2011. '''333'''(6051): p. 1888-91.
 
 
17. Li, J., et al., ''Piezo1 integration of vascular architecture with physiological force.'' Nature, 2014. '''515'''(7526): p. 279-82.
 
 
18. Shen, B., et al., ''Plasma membrane mechanical stress activates TRPC5 channels.'' PLoS One, 2015. '''10'''(4): p. e0122227.
 
 
19. Sauve, R., et al., ''Oscillatory activation of calcium-dependent potassium channels in HeLa cells induced by histamine H1 receptor stimulation: a single-channel study.'' J Membr Biol, 1987. '''96'''(3): p. 199-208.
 
 
20. Ratz, P.H., et al., ''Regulation of smooth muscle calcium sensitivity: KCl as a calcium-sensitizing stimulus.'' Am J Physiol Cell Physiol, 2005. '''288'''(4): p. C769-83.
 
 
21. Tian, L., et al., ''Imaging neural activity in worms, flies and mice with improved GCaMP calcium indicators.'' Nat Methods, 2009. '''6'''(12): p. 875-81.
 
 
22. Morgan, A.J. and R. Jacob, ''Ionomycin enhances Ca2+ influx by stimulating store-regulated cation entry and not by a direct action at the plasma membrane.'' Biochem J, 1994. '''300 ( Pt 3)''': p. 665-72.
 
 
23. Flockerzi, V., ''An introduction on TRP channels.'' Handb Exp Pharmacol, 2007(179): p. 1-19.
 
 
24. Ramsey, I.S., M. Delling, and D.E. Clapham, ''An introduction to TRP channels.'' Annu Rev Physiol, 2006. '''68''': p. 619-47.
 
 
25. Beck, A., et al., ''Conserved gating elements in TRPC4 and TRPC5 channels.'' J Biol Chem, 2013. '''288'''(27): p. 19471-83.
 
 
26. Gaudet, R., ''TRP channels entering the structural era.'' J Physiol, 2008. '''586'''(15): p. 3565-75.
 
 
27. Owsianik, G., et al., ''Structure-function relationship of the TRP channel superfamily.'' Rev Physiol Biochem Pharmacol, 2006. '''156''': p. 61-90.
 
 
28. Lu, X. and W. Huang, ''PiggyBac mediated multiplex gene transfer in mouse embryonic stem cell.'' PLoS One, 2014. '''9'''(12): p. e115072.
 
  
 +
Secondly, cell with single copy TRPC5 should be produced. As been reported, high-efficiency screening method is crucial for directed evolution. Thus, we need to ensure that each transfected cell has only one mutated TRPC5 copy---cells contain two or more copy number of TRPC5 could complicate the selectivity. To realize this goal, we developed a two-step strategy, used PiggyBac transposon to integrate a single Loxp site into CHO-K1 cells’ genome. Then, we got single colonies by FACS. After extracting cell’s genome, we established a  real-time qPCR strategy to identify cell clones with single copy Loxp inserted to genome. With this cell, we then used Cre-loxp system to integrate a single copy of TRPC5 mutant into genome. The diversity of cell library with TRPC5 mutants is also critical. Although the new site-specific recombination method might provide one step solution, however the recombination efficiency of ~1% for CRISPR, is not comparable of the recombination efficiency of 10-80% for Cre-LoxP system.
  
 +
Downstream of channels' response is designed to indicate channels’ sensitivity. High sensitivity channels in cells would induce stronger GFP expression through downstream promoter (pNFAT), since there is more calcium influx into cytosol under same condition. 
  
 +
{{SUSTech_Image_Center_8 | filename=T--SUSTech_Shenzhen--DZ6.png |width=1000px|caption=<B>Figure 8. A two-step TRPC5 mutant library screening strategy.</B>1. Neo gene with C-terminal Loxp sequence is integrated in to the CHO genome with piggyBac transposon system, and selected with G418.  2. The cell line with a single LoxP integration is used to insert Loxp-puro-TRPC5 library, and selected with puromycin.  The cell library is exposed to chronic sonic stimulation, and clones are FACS sorted based on NFAT-GFP intensities.}}
  
 +
= References =
  
 +
<references />
  
  

Latest revision as of 03:46, 20 October 2016

Team SUSTC-Shenzhen

Design

Project

Overview

For most cells, the molecular mechanism of sensing mechanical force starts with mechanical sensitive (MS) ion channels. The key objective of this study is to explore the possibility of using MS channels to sense sound instead.

Here we adapt synthetic biology approaches to engineer non sensory neuron to detect different aspects of sound, such as frequency and intensity (Fig. 1). Mechanosensitive channels TRPC5 and Piezo1 were chosen as putative receptors of sound. We engineered downstream calcium sensor to visualize channels’ response to sound. Different channels might have different responses even exposed to the same condition. Quantitative characterization of these channels will help us to comprehend the MS channel expression cell as a whole. The downstream NFAT reporter can be used to regulation extrageneous gene expression for further cell function control, as well as for functional selection of mutant channel library.

T--SUSTech Shenzhen--DZ1.png
Figure 1. Overview of responses to mechanical stimuli with our engineered CHO cells.

1. Establish indicator of channels’ response

To visualize channels’ response, we established the systematic characterization tools to analyze the response of MS channel-expression CHO cell to mechanical force. Mechanosensitive channels will induce calcium influx into cells after receiving stimulation. Cytosolic calcium increase is visualized by R-GECO, a genetically encoded calcium sensor which can emit red fluorescence upon calcium binding. Red fluorescence can be captured and analyzed by live cell imaging system.

Mechanosensitive channels: Piezo1 & TRPC5

Piezo1 protein is a functionally diverse mechanosensitive cation channel. It is expressed in lungs, bladder and skin, where mechanosensation plays an important biological role. It also plays significant role in multiple physiological processes, including sensing shear stress of blood flow for proper blood vessel development, regulating red blood cell function and controlling cell migration as well as differentiation. Despite the functional importance and high sensitivity of Piezo1 proteins, their gating mechanisms and three-dimensional (3D) structures are yet to be defined. </ref>Ge, J., et al., Architecture of the mammalian mechanosensitive Piezo1 channel. [1] The density map revealed that Piezo1 formed a three-blade, propeller-shaped architecture, with distinct regions resembling the typical structural components of a propeller, including three blades and a central cap. (full length, 2,547 amino acids) (Fig. 2,3).

T--SUSTech Shenzhen--DZ2.png
Figure 2. The 3D density map of Piezo1 in a surface mode by PyMOL Viewer(from PDB database)

T--SUSTech Shenzhen--DZ3.png
Figure 3. A proposed model of force-induced gating of Piezo channels.[2]Represent the closed and open state channels, respectively.Red dashed lines indicate the possible ionconduction pathways.Presumably, force-induced motion (red arrows) of the peripheral blade or PHs leads to conformational arrangement and gating of the channel.

Transient receptor potential (TRP) channels belong to a diverse family of cation channels that respond to a variety of signals. [3][4] TRPC5 is a calcium permeable cation channel predominantly express in the central nervous system (CNS). There is an impressive array of other activators of TRPC5 channel, such as nitric oxide, lysophospholipids, sphingosine-1-phosphate, reduced thioredoxin, protons, lanthanides, and calcium, among them many can cause the change of TRPC5 configuration. Moreover, TRPC5 shows constitutive activity. It is shown to be associated with membrane stretch and cold feeling. Thus, TRPC5 channel has significant potential for synergistic activation and may serve as an important focal point in calcium signaling and electrogenesis. The biological functions of TRPC5 channel are also important, ranging from neurotransmission to control of axon guidance, vascular smooth muscle cell migration and contractility. [5]

TRPC5 shares several common features with other members of the TRP superfamily of ion channels, such as membrane topology and high selectivity to cations over anions. [6][7] The channel core consists of six helical transmembrane (TM1–6) segments linked by extracellular and intracellular segments of variable length and flanked by the cytoplasmic N (Nt, 330 aa)- and C (Ct, 351 aa)-termini(Figure 4). A putative pore region including pore helix between TM5 and TM6 lines the channel pore when a functional channel is formed by assembling four subunits. [8]

T--SUSTech Shenzhen--DZ4.png
Figure 4. Main structure of TRPC5 channel

There are several general mechanisms for mechanical activation of an ion channel. These include 1) direct channel activation by altering bilayer tension/bending/thickness, 2) indirect channel activation via mechanosensitive signaling molecules, and 3) direct channel activation by tethering to cytoskeletal elements that are exposed to mechanical forces. [9][10] Based on previous study exploring TRP channels gating mechanism, we know that multiple ankyrin repeats in the channel can form a helical structure, which may act as a gating spring. [11] Thus we chose ankyrin repeats as directed mutation region,

Fluorescent component R-GECO (Calcium Indicator)

R-GECO consists of a circularly permuted mApple red FP, which is flanked on one side by the calcium-binding protein calmodulin and on the other side by the calmodulin-binding peptide M13. In the presence of calcium, calmodulin-M13 interactions elicit conformational changes in the fluorophore environment that leads to an increase in the emitted fluorescence. (Fig. 5).[12] They are useful in neuronal activity study and cell imaging for calcium indicator. We could use following methods to induce calcium influx to quantitatively examine the function of R-GECO.

Depolarization

Potassium ion is involved to make a depolarization and lead to the increases in cytosolic free calcium.[13]

Ionomycin

Ionomycin is an ionophore produced by the bacterium Streptomyces conglobatus. It is used in research to raise the intracellular level of calcium (Ca2+) by stimulating store-regulated cation entry. [14]

T--SUSTech Shenzhen--DZ5.jpg
Figure 5. The Mechanism of Calcium Indicator

2. Plasmid construction

T--SUSTech Shenzhen--4989943B-6AD0-4AB4-931B-ADD190600E8B.png
Figure 6. Plasmid construction of different parts ** R-GECO: R-GECO is a gift from Prof. Yue's lab. ** pBX097 backbone is provided by Prof. Huang's lab.

See Details

3. Quantitative characterization of Piezo1 and TRPC5

Mechanical stimuli are generated by three ways: 1) Hypoosmolarity; 2) Sonic wave; 3) Microfluidics

To quantitatively characterize these two channels, we employed hypoosmolarity and different magnitude of shear stress to stimulate cells. Besides, we also explored new manipulation using sound with different intensities and frequencies to test cells’ response.

Hypoosmolarity

After serial dilution of medium, we used osmotic pressure to generate mechanical stress exert on cell plasma membrane to activate Piezo1 or TRPC5 channel.

Diluted medium could induce a sharply increase in fluorescence intensity, reveals that cell could sense this stress, in other words, hypoosmolarity can trigger calcium influx through Piezo1 and TRPC5 channel.

Sound

In this part, we supposed that different frequencies and intensities would have great different impact on cells, so we employed a wide range of frequency and intensity of sound to stimulate the cell. We used home-made sound generators utilizing piezo buzzers, balanced armatures, speakers, ultrasound transducers and atomisers to activate Piezo1 and TRPC5 channel. Fluorescence intensity increase could be observed after intracellular calcium concentration increased. There is little literature report of quantitive research on channels employing sound as stimulus, we wanted to quantify our experiment, simulation and calculation of how much energy we should apply on cell’s membrane.

The formula of sound intensity and its corresponding pressure on cell is below. P is pressure (N/m2), I is sound intensity (W/m2), ρ is medium density and c is sound velocity.

I = \frac{P^{2}}{2c\rho}

Microfluidics

We designed microfluidics chips to produce shear stress to stimulate Piezo1 and TRPC5 channel. We could manipulate the pressure on cell membrane by changing the culture medium flowing velocity in microfluidics channels. We have proved that, it could takes less than 1 second for R-GECO to reach maximum fluorescence intensity from receiving stimulus to release fluorescence. With numerical and analytical calculation of fluid dynamics equations, we could predict the sensitivity of MS channels in terms of mechanical stress (Fig. 7), which could be a guidance for sound experiment. We could calculate the amount of pressure that should be applied on cell’s membrane to activate MS channels. (See Team:SUSTech_Shenzhen/Model Model).

T--SUSTech Shenzhen--F5AE13C9-1AB2-478E-97C6-5E7C8E8A41CD.png
Figure 7. Structure of Microfluidic Chips

4. Audiogenetics platform construction with directed-evolution

With continuing development in synthetic biology, plenty of methods have been developed to regulate gene expression artificially, including the two most common regulation systems, chemical genetics [15] and optogenetics.[16] [17]

In chemical genetics, small molecule drugs such as aTc are used to induce gene expression, while it lacks spatial specificity and the concentration of small chemicals in the cell is not stable. Optogenetics employs light as an input signal to induce gene expression. However, there are side effects caused by laser-induced heating and abnormal ion distribution caused by over-expressed pumps or channels. In addition, undesired disturbance of homeostasis can make it difficult for experimental interpretation. Shallow penetration of light in human tissue also limit the clinical application of optogenetics.[18]

Based on the previous study, we hoped to establish a platform to realize audiogenetics. Compared to the methods above, sound signal is easy to generate and less harmful to research objects.

The key element of this platform is the receptor of sound, which is the mechanosensitive channel. We developed a method to screen channel mutants which could response to specific sound frequency and intensity.

First of all, a library of TRPC5 channel was constructed by random mutation. We made the ankyrin repeats region (which is proposed to responsible for mechanical force sensing.[19] [20][21][22][23] [24] ) as the mutation region by using error-prone PCR.


Secondly, cell with single copy TRPC5 should be produced. As been reported, high-efficiency screening method is crucial for directed evolution. Thus, we need to ensure that each transfected cell has only one mutated TRPC5 copy---cells contain two or more copy number of TRPC5 could complicate the selectivity. To realize this goal, we developed a two-step strategy, used PiggyBac transposon to integrate a single Loxp site into CHO-K1 cells’ genome. Then, we got single colonies by FACS. After extracting cell’s genome, we established a real-time qPCR strategy to identify cell clones with single copy Loxp inserted to genome. With this cell, we then used Cre-loxp system to integrate a single copy of TRPC5 mutant into genome. The diversity of cell library with TRPC5 mutants is also critical. Although the new site-specific recombination method might provide one step solution, however the recombination efficiency of ~1% for CRISPR, is not comparable of the recombination efficiency of 10-80% for Cre-LoxP system.

Downstream of channels' response is designed to indicate channels’ sensitivity. High sensitivity channels in cells would induce stronger GFP expression through downstream promoter (pNFAT), since there is more calcium influx into cytosol under same condition.

T--SUSTech Shenzhen--DZ6.png
Figure 8. A two-step TRPC5 mutant library screening strategy.1. Neo gene with C-terminal Loxp sequence is integrated in to the CHO genome with piggyBac transposon system, and selected with G418. 2. The cell line with a single LoxP integration is used to insert Loxp-puro-TRPC5 library, and selected with puromycin. The cell library is exposed to chronic sonic stimulation, and clones are FACS sorted based on NFAT-GFP intensities.

References

  1. Nature, 2015. 527(7576): p. 64-9.
  2. Ge, J., et al., Architecture of the mammalian mechanosensitive Piezo1 channel. Nature, 2015. 527(7576): p. 64-9.
  3. Flockerzi, V., An introduction on TRP channels. Handb Exp Pharmacol, 2007(179): p. 1-19.
  4. Ramsey, I.S., M. Delling, and D.E. Clapham, An introduction to TRP channels. Annu Rev Physiol, 2006. 68: p. 619-47.
  5. Zholos, A.V., Trpc5. Handb Exp Pharmacol, 2014. 222: p. 129-56.
  6. Owsianik G, Talavera K, Voets T et al (2006) Permeation and selectivity of TRP channels. Annu Rev Physiol 68:685–717.
  7. Ramsey IS, Delling M, Clapham DE (2006) An introduction to TRP channels. Annu Rev Physiol 68:619–647
  8. B. Nilius and V. Flockerzi (eds.), Mammalian Transient Receptor Potential (TRP) Cation Channels, Handbook of Experimental Pharmacology 222.
  9. Pedersen SF, Nilius B. Transient receptor potential channels in mechanosensing and cell volume regulation. Methods Enzymol. 2007; 428:183–207. Epub 2007/09/19.
  10. Christensen AP, Corey DP. TRP channels in mechanosensation: direct or indirect activation? Nat Rev Neurosci. 2007; 8(7):510–21. Epub 2007/06/23.
  11. B. Nilius and V. Flockerzi (eds.), Mammalian Transient Receptor Potential (TRP) Cation Channels, Handbook of Experimental Pharmacology 222.
  12. Zhao, Y., et al., An expanded palette of genetically encoded Ca(2)(+) indicators. Science, 2011. 333(6051): p. 1888-91.
  13. Ranade, S.S., et al., Piezo1, a mechanically activated ion channel, is required for vascular development in mice. Proc Natl Acad Sci U S A, 2014. 111(28): p. 10347-52.
  14. Morgan, A.J. and R. Jacob, Ionomycin enhances Ca2+ influx by stimulating store-regulated cation entry and not by a direct action at the plasma membrane. Biochem J, 1994. 300 ( Pt 3): p. 665-72..
  15. Nevozhay, D., et al., Negative autoregulation linearizes the dose-response and suppresses the heterogeneity of gene expression. Proc Natl Acad Sci U S A, 2009. 106(13): p. 5123-8.
  16. Leifer, A.M., et al., Optogenetic manipulation of neural activity in freely moving Caenorhabditis elegans. Nat Methods, 2011. 8(2): p. 147-52.
  17. Ye, H., et al., A synthetic optogenetic transcription device enhances blood-glucose homeostasis in mice. Science, 2011. 332(6037): p. 1565-8.
  18. Song, M.Y. and J.X. Yuan, Introduction to TRP channels: structure, function, and regulation. Adv Exp Med Biol, 2010. 661: p. 99-108.
  19. Zholos, A.V., Trpc5. Handb Exp Pharmacol, 2014. 222: p. 129-56.
  20. Beck, A., et al., Conserved gating elements in TRPC4 and TRPC5 channels. J Biol Chem, 2013. 288(27): p. 19471-83.
  21. Gaudet, R., TRP channels entering the structural era. J Physiol, 2008. 586(15): p. 3565-75.
  22. Owsianik, G., et al., Structure-function relationship of the TRP channel superfamily. Rev Physiol Biochem Pharmacol, 2006. 156: p. 61-90
  23. Beck, A., et al., Conserved gating elements in TRPC4 and TRPC5 channels. J Biol Chem, 2013. 288(27): p. 19471-83.
  24. Shen, B., et al., Plasma membrane mechanical stress activates TRPC5 channels. PLoS One, 2015. 10(4): p. e0122227.


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