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= Overview =
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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.
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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.
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The aim of our project is to construct a learning platform in <i>C.elegans</i>. This platform should be able to provide us the ability to observe and control the neurons’ activity in order to study the process of behavior formation and finally figure out the neural-network level roots of learning ability.  
  
{{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>}}
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To achieve this goal, we first need to link neuron activation with behavior change.
  
= 1. Establish indicator of channels’ response =
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The neuroscientific research<ref>Emily R. et al. (1997). Reprogramming Chemotaxis Responses: Sensory Neurons Define Olfactory Preferences in C. elegans, Cell, Vol. 91, 161–169.</ref> of <i>C.elegans</i> revealed that a pair of olfactory neurons of <i>C. elegans</i>, namely <b>AWA and AWB</b>, play the important roles on determining the preference to different odorants. For example, the attractive odorant diacetyl is detected by the receptor protein Odr-10 in AWA neuron and the repulsive odorants is detected by the receptor protein Str-1 in AWB neuron. However, transgenic worms that express Odr-10 in AWB rather than AWA will avoid diacetyl. That gave us the inspiration that expression of other exogenous receptors on these two neurons can also lead to their preference to certain substances.
  
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.
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To figure out how the olfactory neurons affect behavioral change, we applied two hypotheses:
  
== Mechanosensitive channels: Piezo1 & TRPC5 ==
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# the neurons are equivalent when equipped different types of receptors;
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# if the stimulations are not sensed by other receptors, we can control the preference of nematodes towards different stimulations by changing different receptors on these two neurons.
  
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).
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{{SUSTech_Image_Center_10 | filename=T--SUSTech_Shenzhen--Design--1.png|width=2000px|caption=<B>Fig 1 Hypothesis for neuron activation control behavioral change</B> }}
  
{{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>}}
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These hypothesis were supported by the experiments done by other scientists, the experiment showed that we can transfer an exogenous receptor onto the neuron using a promoter that express in one of the pair of neurons , and the transferred receptor will lead to <B>avoidance (AWB)</B> or <B>preference (AWA)</B>. That is to say, if the stimulations are not sensed by other receptors, we can control the preference of them towards different stimulations by changing unique receptors on these two neurons. Because of these, we can apply our receptor to these two neurons to achieve our aim.
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{{SUSTech_Image_Center_10 | filename=T--SUSTech_Shenzhen--Design--2.png|width=2000px|caption=<B>Fig 2 System construction based on function of AWA and AWB neuron in <i>C.elegans</i> </B> }}
  
{{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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Next, we need to design the gene circuit to achieve our goal.
gating of the channel.}}
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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>
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= Wetware Engineering =
  
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>
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We need to construct a system inside the worms which can make them show specific response to the inducing signal, and form the learning behavior after training. However, former researches of learning ability based on <i>C.elegans</i> were more focused on chemical signals like olfactory inducing, heavy metal stimulus. These methods can surely demonstrate the existence of the learning behaviors but seem not tenable as reliable experimental data, since the residue of the stimuli is difficult to erase. Thus we choose optogenetic method to realize this goal.
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{{SUSTech_Image_Center_10 | filename=T--SUSTech_Shenzhen--Design--3.png|width=2000px|caption=<B>Fig 3 Gene circuit design</B> }}
  
{{SUSTech_Image_Center_8 | filename=T--SUSTech_Shenzhen--DZ4.png |width=1000px|caption=<B>Figure 4. Main structure of TRPC5 channel</B>}}
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In order to express the functional components in specific neurons (Pairs of olfactory neurons: AWA and AWB in our project), we use the promoter of Odr-10 (specifically expressed in AWA) and Str-1 (specifically expressed in AWB) respectively in AWA and AWB. The reason why the promoter from cell-specific protein enables expression of target components is demonstrated by the published paper<ref>Emily R. et al. (1997). Reprogramming Chemotaxis Responses: Sensory Neurons Define Olfactory Preferences in C. elegans, Cell, Vol. 91, 161–169.</ref>. Thus, if the <B>channelrhodopsin</B>(Channelrhodopsins are a subfamily of retinylidene proteins that function as light-gated ion channels.) expresses in specific cells of organisms, with a specific wavelength of light stimulation, we are capable of activating or suppressing the specific ion channel to manipulate the condition of the target cell.
  
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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To study the nematodes’ behavior with optogenetic method, we have to decouple the crosstalk of the light sensing elements. In our final design, we chose a pair of channelrhodopsins, the <B>red-light sensitive Chrimson</B> and the <B>blue-light sensitive CoChR</B>. The channelrhodopsins intensely used in previous research, ChR2 and C1V1, have a large overlap on the excitation spectrum which indicates the high risk of cross-activation. CoChR is chosen because it is five times more sensitive to blue light than the commonly used ChR2, so low-intensity blue light can be used without triggering cross-activation of Chrimson. These two channelrhodopsins are sensitive to light of certain wavelength (blue light stimuli correspond to 400 to 520nm band and the red light stimuli correspond to 600 to 725nm band).
</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, 
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{{SUSTech_Image_Center_10 | filename=T--SUSTech_Shenzhen--Design--4.png|width=2000px|caption=<B>Fig 4 A) Spectra of protein in genetic circuit. B) Spectra of filter and mirrors in our system</B> }}
  
== Fluorescent component R-GECO (Calcium Indicator)  ==
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In practice, by making a plasmid containing original receptor’s promoter, channelrhodopsins, Ca2+ indicators and fluorescence proteins, the light sensitive receptors and other proteins can be expressed in <i>C.elegans</i>. Artificial introns are inserted in the genetic sequence of the plasmid, to enhance their expression in the nematodes. For the sake of ensuring efficient concomitant and equivalent expression of more than two polypeptides from a single promoter, viral 2A peptides are used, which trigger a “ribosomal-skip” or “STOP&GO” mechanism during translation, to express multiple proteins from a single vector in <i>C.elegans</i>.
  
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.
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= Hardware Engineering =
  
=== Depolarization ===
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In the whole circuit in AWA neuron, blue light of 470 nm wave length activate CoChR channel. GEM-GECO, as the calcium indicator, is activated at 395 nm, and shift its emission wavelength from 542 nm to 483 nm.
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In the whole circuit in AWB neuron, red light of 630 nm wave length activate Chrimson channel. Also, we will capture the wavelength range of GEM-GECO after neural activation.
  
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>
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{{SUSTech_Image_Center_10 | filename=T--SUSTech_Shenzhen--Microfluidics--liucheng.jpeg|width=2000px|caption=<B>Fig. 5 An overview of the microfluidic process</B> 1) We use the Selection Chip to select appropriately sized worms; 2) we monitor changes in worms’ distribution before and after adding chemicals in the Gaussian Plate. 3) we immobilize worms to observe their live neuron activity and behavioral response in the Immobilization Chip. }}
  
=== Ionomycin ===
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Thus, to precisely control the light stimuli and receive all the output signals, a customized optical device is needed. Beside, to study the collective behavior of worms with high throughput, an accurate and user-friendly is required.
  
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>  
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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>}}
 
  
= 2. Plasmid construction =
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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}}
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                    <font size="5px">Why <i>C.elegans</i>?</font>
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<i>Caenorhabditis elegans</i>, a classic model organism, is widely used in scientific researches. In our project, we also choose it because its whole genome has been sequenced, and it has its own connectome(neuronal ‘wiring diagram’) completed by 2012 <ref>Caenorhabditis elegans(WIKIPEDIA). Retrieved September 25, 2017 https://en.wikipedia.org/wiki/Caenorhabditis_elegans</ref><ref>Brenner, S., Draft, A. N. C., Chklovskii, D., System, F. F. N., Brain, T. M., & Seung, S., et al. . The connectome debate: is mapping the mind of a worm worth it?. <i>Scientific American</i></ref>. Adault <i>C.elegans</i> is about 1mm in length, 45μm in width and it is easily to observe and manipulate under stereomicroscope<ref>Caenorhabditis elegans(WIKIPEDIA). Retrieved September 25, 2017 https://en.wikipedia.org/wiki/Caenorhabditis_elegans</ref><ref>Chen, Y., Scarcelli, V., & Legouis, R. (2017). Approaches for studying autophagy in <i>caenorhabditis elegans. Cells</i> 6(3)</ref>. What's more, <i>C.elegans</i> has fixed ‘genetically determined number of cells’<ref><i>Caenorhabditis elegans</i>(WIKIPEDIA). Retrieved September 25, 2017 https://en.wikipedia.org/wiki/Caenorhabditis_elegans</ref>.These characteristics are of great help to accomplish our project.
  
= 3. Quantitative characterization of Piezo1 and TRPC5 =
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Compared with other model organisms like <i>Mus musculus</i>, which needs approximately two to three months to mature, <i>C.elegans</i> possesses shorter life span. A self-fertilizing hermaphrodite can maintain its genetic information and live for two to three weeks<ref>Uno, M., & Nishida, E. (2016). Lifespan-regulating genes in <i>C. elegans</i>. , 2, 16010.</ref>. Meanwhile, worms can also propagate sexually to get genetic recombination offsprings.
  
Mechanical stimuli are generated by three ways: 1) Hypoosmolarity; 2) Sonic wave; 3) Microfluidics
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{{:Team:SUSTech_Shenzhen/Image_Center_10 | filename=T--SUSTech_Shenzhen--_The--Connectome--of--C--elegans.jpeg ‎|width=2000px|caption= The Connectome of <i>C.elegans</i>. }}
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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.
 
  
== Hypoosmolarity ==
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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.
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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.
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Normally, the formation of a new ability is coordinate with the specific environment signal, so in our project we need the specific stimulus to train worms form new abilities. We hope to localize the target neurons directly by stimulus in<i> C.elegans</i> for the demand of accuracy and efficiency. Different behaviors of worms are controlled by different neurons, and due to their sensitivity to odors, many behaviors, such as attraction, avoidance, feeding, or mating, can be induced by different chemicals.
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In our project, we choose the olfactory neurons ( AWA &AWB) to accomplish our design. The attractive odorant diacetyl is normally sensed by the AWA olfactory neurons. The repulsive odorant 2-nonanone is detected by the AWB olfactory neurons. With the expression of CoChR and Chrimson(photosensitive proteins) in these neurons, worms can develop attractive and repulsive responses to blue light and red light, so we can use lights to induce their learning behaviors.
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== Sound ==
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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.
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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.
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Skinner Box, invented by Burrhus Frederic Skinner(1904—1990), is a laboratory apparatus used to study animal behaviors. It uncloses the secret of the operant behavior and deeply influenced American education at that time. Skinner divided the behaviors into two types: respondent behavior which induced by some known stimulus like Pavlov's dog, and operant behavior caused by a subject itself like Skinner's pigeon. In our life, most behaviors or reflects are operant behaviors and operant reflects, so it’s very important to study the mechanism of Skinner box. It is a shell chamber that is large enough to easily accommodate the animal. (Commonly used model animals include rodents—usually lab rats-pigeons, and primates). An operant conditioning chamber permits experimenters to study behavior conditioning (training) by teaching a subject animal to perform certain actions (like pressing a lever) in response to specific stimuli, such as a light or sound signal.<ref>R.Carlson, Neil (2009).<i> Psychology-the science of behavior</i>. U.S: Pearson Education Canada; 4th edition. p. 207. ISBN 978-0-205-64524-4.</ref><ref>[Krebs, John R.(1983). "Animal behaviour: From Skinner box to the field". <i>Nature</i>. 304 (5922): 117. Bibcode:1983Natur.304..117K. PMID 6866102. doi:10.1038/304117a0</ref>
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There are several manipulandums in the box, which can automatically detect the occurrence of a behavioral response or action. Typical operands for primates and rats are response levers; if the animal presses the lever, the opposite end moves and closes a switch that is monitored by a computer or other programmed devices. When the lever is pressed, food, water, or some other type of reinforcements (a consequence that will strengthen an organism's future behavior whenever that behavior is preceded by a specific antecedent stimulus.) might be dispensed. In some instances, the floor of the chamber may be electrified. The rats learn to press the lever through several training periods because of awards or punishments. <ref>Brembs, Björn. "Operant conditioning in invertebrates". <i>Current Opinion in Neurobiology</i>. 13 (6): 710–717. doi:10.1016/j.conb.2003.10.002</ref>
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In our project, we train the transgenic <i>C. elegans</i> and control their behaviors by lights. Expression of two channelrhodopsins in the olfactory receptor neuron pair provides worms with the preference or aversion to specific wavelengths, and the corresponding lights are employed to reinforce their addictive or abstemious attitude to alcohol. Those reflects or behaviors are all operant behaviors and operant reflects which can be helpful for a more deep studies concerning nerves and behaviors.
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== Microfluidics ==
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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]]).
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Optogenetics is a method which uses lights to control cells in living tissue, typically neurons, which have been genetically modified to express light-sensitive ion channels like channelrhodopsin, halorhodopsin, and archaerhodopsin. Optogenetics provides millisecond-scale temporal precision which allows us to attain a quick shift between positive and negative reinforcement(a consequence that will strengthen an organism's future behavior). Employing lights as the input signals instead of chemical signals, optogenetics is leading a methods revolution across all fields of science and engineering("Method of the year",2010, Nature Methods)<ref> Editorial, N. (2011). Method of the year 2010. Nature Methods.</ref>
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Optogenetics can stimulate and monitor the activities of individual neurons within freely-moving animals and precisely measure their response in real-time. In our project, it makes it possible to train worms, observe their behaviors and quantify the neuronal signals. In traditional training experiments, the simulation (input) is always has an inevitable residue, from hours to days. Besides, the readouts(output) are not in the same pace with the optical control. However, by using our optical device(see hardware-link), these issues can be solved greatly.
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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}}
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Microfluidics is a powerful technology that can integrate a number of functions in a tiny plate, which is well matched with the size of <i>C.elegans</i>. Scientists have successfully achieved high-through imaging and screening of worm populations with this technology<ref> Chung, K., et al. (2008). ”Automated on-chip rapid microscopy, phenotyping and sorting of <i>C. elegans.</i>” Nature Methods 5(7): 637-643. </ref>Inspired by this, we design two microfluidic chips to study the development of learning behaviors of <i>C.elegans</i> by observing their phisical responses at the population level and measuring the signal of individual neuron after optical stimulations.
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Despite the fact that worms are confined in chips and pushed by the fluid, the channels are specially designed to effectively simulate their normal movements. PDMS, the material of the chips, is transparent and has no influence on the quantification of light signals in optogenetics experiment. Gas molecules, diacetyl and 2-nonanone, can diffuse in PDMS so that worms can sense the odor of such molecule. As a result, we can observe their preference to these odors.
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= 4. Audiogenetics platform construction with directed-evolution =
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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>
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                      <font size="5px">About light</font>
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{{SUSTech_Image | filename=T--SUSTech_Shenzhen--Optical--Design.jpeg ‎|width=800px|caption= Our optical design of protein and devices}}
  
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>
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In our design, we use a group of optogenetic proteins and optical devices. Channelrhodopsins protein CoChR and Chrimson are coupled with dual-Color fluorescence protein GEM-GECO and expressed in the pair of neurons AWA and AWB. This combination is used to lower the cross-talk and to get clearer image during experiments. Excited by blue light and red light separately, CoChR or Chrimson can induce the change of calcium ion concentrations inside the nerve cells. Then it can cause the blue-shift of fluorescences of GEM-GECO. To enhance preciseness, we modified the projector and design our own software of microscope. New filters are installed in the device so that we can simultaneously control the intensity and period of light when stimulating the individual <i>C. elegans</i> during manipulation.
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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.
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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.
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Along with the development of neuroscience, more and more techniques have been used to study the behavior psychology. However, the original platform of the behavior psychology research, Skinner box, is not suitable for modern researches because its “black-box” model cannot reveal the changes in the organisms during the process of their learning new ability. Meanwhile, the former research of learning ability based on <i>C.elegans</i> were more focused on chemical signals. These can demonstrate the existence of the learning behaviors but seems untenable, since the residues of the stimuli are hard to erase. Thus, if we aim to study the learning ability associated with neuroscience and behavior psychology, we need to develop a new platform which allowss us to explore the internal mechanism. Compared to the traditional methods, light stimulation is more easily to control and more reliable for the following data analysis.
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That is why our project is so important.
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It employs the optogenetics and neuroimaging to record the change in each neuron during the formation of new ability, so we can know what happened exactly inside the brain. Moreover, the application of microfluidics in our platform allows us to combine the process among ability-training and neuron-activating, and makes the research becoming easier to carry out.
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In the future, our platform can also be applied in different fields, such as the simulation of the Brain-Computer Interface (BCI). The BCI can help the paralysis patients obtain the ability to move and operate things. But the signals from the human brain is too complex and difficult to deal with. If we can decipher the neuronal signals during learning progress when the patient’s mind interacting with the computer, it is possible to simplify the network and build more connections between them.
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We are now using our platform to study the alcoholism by trainning worms to be addicted with alcohol and then study the neuron networks during the formation of this behavior. Hope one day we can figure out the logic networks of alcoholism and help to treat more serious social problem.
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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.
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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.  
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The miniMos transposon is used to carry transgenes into the <i>C. elegans</i>genome by the means of inserting a transgene into a modified Mos1 element (miniMos). The miniMos transposon can carry the inserted transgene (together with a selection marker) into the genome where insertions are generated directly by injecting worms. It will take approximately 1 week to get the result. The insertion site is random and can be identified by inverse PCR on the strain.
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The miniMos system contains 4 vectors——transposon with target gene, transposase, mcherry and peer-1 markers. Transposon needs transposase to cut and paste in the genome. mcherry and peer-1 are two negative selecter that can help to select the target strains.
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The method has some advantages:
  
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.
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1)The insertion frequency and fidelity is high.
  
{{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.}}
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2)The exact insertion site can be determined.
  
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3)Large transgenes can be inserted.
  
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As a classic model organism,<i> C. elegans</i> has many advantages.It is one of the simplest organisms with a nervous system. Research has explored the neural and molecular mechanisms that control several behaviors of <i>C. elegans</i>, including chemotaxis, thermotaxis, mechanotransduction, learning, memory, and mating behaviour. Therefore, <i>C. elegans</i> is a suitable model organism which we can easily manipulate and observe.
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In our program, we aim to change the physical behaviour of <i>C. elegans </i>by using the two specific optogenetic traits. Through microinjection and selection, we are able to get two strains with two phenotypes of the preference to blue light and the aversion to red light, and the next step is to obtain the single worm with the combination of these 2 different traits.
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To achive our objectives, we choose a mating method, because it is less time-consuming and easier to operate than microinjecting the other array to the existed strain.
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In general, mating is the pairing of either opposite-sex or hermaphroditic organisms. However, for <i>C. elegans</i>, mating can hybridize two different traits on the next generation by the paring of the hermaphrodite and the male. Besides, one of the greatest advantages of <i>C. elegans</i> is that it can either autocopulation or hybridization, which means that after hybridization, the hermaphrodite can self-fertilize and guarantee to produce a large number of offsprings with identical genetic characteristics.
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Here is the mating procedures:
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1.Heat shock to get males(30℃,8h).
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2.Parents mating to get the first filial hybrid generation(female : male = 3 : 4).
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3.Single out each hermaphrodite in a small plate.
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4.Test the fluorescence of F1.
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5.Single out F1 and self-fertilizing to get F2.
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6.Test the fluorescence of F2.
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Latest revision as of 16:46, 14 December 2017

Team SUSTC-Shenzhen

Design

Project


The aim of our project is to construct a learning platform in C.elegans. This platform should be able to provide us the ability to observe and control the neurons’ activity in order to study the process of behavior formation and finally figure out the neural-network level roots of learning ability.

To achieve this goal, we first need to link neuron activation with behavior change.

The neuroscientific research[1] of C.elegans revealed that a pair of olfactory neurons of C. elegans, namely AWA and AWB, play the important roles on determining the preference to different odorants. For example, the attractive odorant diacetyl is detected by the receptor protein Odr-10 in AWA neuron and the repulsive odorants is detected by the receptor protein Str-1 in AWB neuron. However, transgenic worms that express Odr-10 in AWB rather than AWA will avoid diacetyl. That gave us the inspiration that expression of other exogenous receptors on these two neurons can also lead to their preference to certain substances.

To figure out how the olfactory neurons affect behavioral change, we applied two hypotheses:

  1. the neurons are equivalent when equipped different types of receptors;
  2. if the stimulations are not sensed by other receptors, we can control the preference of nematodes towards different stimulations by changing different receptors on these two neurons.

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Fig 1 Hypothesis for neuron activation control behavioral change

These hypothesis were supported by the experiments done by other scientists, the experiment showed that we can transfer an exogenous receptor onto the neuron using a promoter that express in one of the pair of neurons , and the transferred receptor will lead to avoidance (AWB) or preference (AWA). That is to say, if the stimulations are not sensed by other receptors, we can control the preference of them towards different stimulations by changing unique receptors on these two neurons. Because of these, we can apply our receptor to these two neurons to achieve our aim.

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Fig 2 System construction based on function of AWA and AWB neuron in C.elegans

Next, we need to design the gene circuit to achieve our goal.

Wetware Engineering

We need to construct a system inside the worms which can make them show specific response to the inducing signal, and form the learning behavior after training. However, former researches of learning ability based on C.elegans were more focused on chemical signals like olfactory inducing, heavy metal stimulus. These methods can surely demonstrate the existence of the learning behaviors but seem not tenable as reliable experimental data, since the residue of the stimuli is difficult to erase. Thus we choose optogenetic method to realize this goal.

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Fig 3 Gene circuit design

In order to express the functional components in specific neurons (Pairs of olfactory neurons: AWA and AWB in our project), we use the promoter of Odr-10 (specifically expressed in AWA) and Str-1 (specifically expressed in AWB) respectively in AWA and AWB. The reason why the promoter from cell-specific protein enables expression of target components is demonstrated by the published paper[2]. Thus, if the channelrhodopsin(Channelrhodopsins are a subfamily of retinylidene proteins that function as light-gated ion channels.) expresses in specific cells of organisms, with a specific wavelength of light stimulation, we are capable of activating or suppressing the specific ion channel to manipulate the condition of the target cell.

To study the nematodes’ behavior with optogenetic method, we have to decouple the crosstalk of the light sensing elements. In our final design, we chose a pair of channelrhodopsins, the red-light sensitive Chrimson and the blue-light sensitive CoChR. The channelrhodopsins intensely used in previous research, ChR2 and C1V1, have a large overlap on the excitation spectrum which indicates the high risk of cross-activation. CoChR is chosen because it is five times more sensitive to blue light than the commonly used ChR2, so low-intensity blue light can be used without triggering cross-activation of Chrimson. These two channelrhodopsins are sensitive to light of certain wavelength (blue light stimuli correspond to 400 to 520nm band and the red light stimuli correspond to 600 to 725nm band).

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Fig 4 A) Spectra of protein in genetic circuit. B) Spectra of filter and mirrors in our system

In practice, by making a plasmid containing original receptor’s promoter, channelrhodopsins, Ca2+ indicators and fluorescence proteins, the light sensitive receptors and other proteins can be expressed in C.elegans. Artificial introns are inserted in the genetic sequence of the plasmid, to enhance their expression in the nematodes. For the sake of ensuring efficient concomitant and equivalent expression of more than two polypeptides from a single promoter, viral 2A peptides are used, which trigger a “ribosomal-skip” or “STOP&GO” mechanism during translation, to express multiple proteins from a single vector in C.elegans.

Hardware Engineering

In the whole circuit in AWA neuron, blue light of 470 nm wave length activate CoChR channel. GEM-GECO, as the calcium indicator, is activated at 395 nm, and shift its emission wavelength from 542 nm to 483 nm. In the whole circuit in AWB neuron, red light of 630 nm wave length activate Chrimson channel. Also, we will capture the wavelength range of GEM-GECO after neural activation.

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Fig. 5 An overview of the microfluidic process 1) We use the Selection Chip to select appropriately sized worms; 2) we monitor changes in worms’ distribution before and after adding chemicals in the Gaussian Plate. 3) we immobilize worms to observe their live neuron activity and behavioral response in the Immobilization Chip.

Thus, to precisely control the light stimuli and receive all the output signals, a customized optical device is needed. Beside, to study the collective behavior of worms with high throughput, an accurate and user-friendly is required.


Caenorhabditis elegans, a classic model organism, is widely used in scientific researches. In our project, we also choose it because its whole genome has been sequenced, and it has its own connectome(neuronal ‘wiring diagram’) completed by 2012 [3][4]. Adault C.elegans is about 1mm in length, 45μm in width and it is easily to observe and manipulate under stereomicroscope[5][6]. What's more, C.elegans has fixed ‘genetically determined number of cells’[7].These characteristics are of great help to accomplish our project.

Compared with other model organisms like Mus musculus, which needs approximately two to three months to mature, C.elegans possesses shorter life span. A self-fertilizing hermaphrodite can maintain its genetic information and live for two to three weeks[8]. Meanwhile, worms can also propagate sexually to get genetic recombination offsprings.

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The Connectome of C.elegans.
Normally, the formation of a new ability is coordinate with the specific environment signal, so in our project we need the specific stimulus to train worms form new abilities. We hope to localize the target neurons directly by stimulus in C.elegans for the demand of accuracy and efficiency. Different behaviors of worms are controlled by different neurons, and due to their sensitivity to odors, many behaviors, such as attraction, avoidance, feeding, or mating, can be induced by different chemicals.

In our project, we choose the olfactory neurons ( AWA &AWB) to accomplish our design. The attractive odorant diacetyl is normally sensed by the AWA olfactory neurons. The repulsive odorant 2-nonanone is detected by the AWB olfactory neurons. With the expression of CoChR and Chrimson(photosensitive proteins) in these neurons, worms can develop attractive and repulsive responses to blue light and red light, so we can use lights to induce their learning behaviors.

Skinner Box, invented by Burrhus Frederic Skinner(1904—1990), is a laboratory apparatus used to study animal behaviors. It uncloses the secret of the operant behavior and deeply influenced American education at that time. Skinner divided the behaviors into two types: respondent behavior which induced by some known stimulus like Pavlov's dog, and operant behavior caused by a subject itself like Skinner's pigeon. In our life, most behaviors or reflects are operant behaviors and operant reflects, so it’s very important to study the mechanism of Skinner box. It is a shell chamber that is large enough to easily accommodate the animal. (Commonly used model animals include rodents—usually lab rats-pigeons, and primates). An operant conditioning chamber permits experimenters to study behavior conditioning (training) by teaching a subject animal to perform certain actions (like pressing a lever) in response to specific stimuli, such as a light or sound signal.[9][10]

There are several manipulandums in the box, which can automatically detect the occurrence of a behavioral response or action. Typical operands for primates and rats are response levers; if the animal presses the lever, the opposite end moves and closes a switch that is monitored by a computer or other programmed devices. When the lever is pressed, food, water, or some other type of reinforcements (a consequence that will strengthen an organism's future behavior whenever that behavior is preceded by a specific antecedent stimulus.) might be dispensed. In some instances, the floor of the chamber may be electrified. The rats learn to press the lever through several training periods because of awards or punishments. [11]

In our project, we train the transgenic C. elegans and control their behaviors by lights. Expression of two channelrhodopsins in the olfactory receptor neuron pair provides worms with the preference or aversion to specific wavelengths, and the corresponding lights are employed to reinforce their addictive or abstemious attitude to alcohol. Those reflects or behaviors are all operant behaviors and operant reflects which can be helpful for a more deep studies concerning nerves and behaviors.

Optogenetics is a method which uses lights to control cells in living tissue, typically neurons, which have been genetically modified to express light-sensitive ion channels like channelrhodopsin, halorhodopsin, and archaerhodopsin. Optogenetics provides millisecond-scale temporal precision which allows us to attain a quick shift between positive and negative reinforcement(a consequence that will strengthen an organism's future behavior). Employing lights as the input signals instead of chemical signals, optogenetics is leading a methods revolution across all fields of science and engineering("Method of the year",2010, Nature Methods)[12]

Optogenetics can stimulate and monitor the activities of individual neurons within freely-moving animals and precisely measure their response in real-time. In our project, it makes it possible to train worms, observe their behaviors and quantify the neuronal signals. In traditional training experiments, the simulation (input) is always has an inevitable residue, from hours to days. Besides, the readouts(output) are not in the same pace with the optical control. However, by using our optical device(see hardware-link), these issues can be solved greatly.

Microfluidics is a powerful technology that can integrate a number of functions in a tiny plate, which is well matched with the size of C.elegans. Scientists have successfully achieved high-through imaging and screening of worm populations with this technology[13]Inspired by this, we design two microfluidic chips to study the development of learning behaviors of C.elegans by observing their phisical responses at the population level and measuring the signal of individual neuron after optical stimulations.

Despite the fact that worms are confined in chips and pushed by the fluid, the channels are specially designed to effectively simulate their normal movements. PDMS, the material of the chips, is transparent and has no influence on the quantification of light signals in optogenetics experiment. Gas molecules, diacetyl and 2-nonanone, can diffuse in PDMS so that worms can sense the odor of such molecule. As a result, we can observe their preference to these odors.

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Our optical design of protein and devices

In our design, we use a group of optogenetic proteins and optical devices. Channelrhodopsins protein CoChR and Chrimson are coupled with dual-Color fluorescence protein GEM-GECO and expressed in the pair of neurons AWA and AWB. This combination is used to lower the cross-talk and to get clearer image during experiments. Excited by blue light and red light separately, CoChR or Chrimson can induce the change of calcium ion concentrations inside the nerve cells. Then it can cause the blue-shift of fluorescences of GEM-GECO. To enhance preciseness, we modified the projector and design our own software of microscope. New filters are installed in the device so that we can simultaneously control the intensity and period of light when stimulating the individual C. elegans during manipulation.

Along with the development of neuroscience, more and more techniques have been used to study the behavior psychology. However, the original platform of the behavior psychology research, Skinner box, is not suitable for modern researches because its “black-box” model cannot reveal the changes in the organisms during the process of their learning new ability. Meanwhile, the former research of learning ability based on C.elegans were more focused on chemical signals. These can demonstrate the existence of the learning behaviors but seems untenable, since the residues of the stimuli are hard to erase. Thus, if we aim to study the learning ability associated with neuroscience and behavior psychology, we need to develop a new platform which allowss us to explore the internal mechanism. Compared to the traditional methods, light stimulation is more easily to control and more reliable for the following data analysis.

That is why our project is so important.

It employs the optogenetics and neuroimaging to record the change in each neuron during the formation of new ability, so we can know what happened exactly inside the brain. Moreover, the application of microfluidics in our platform allows us to combine the process among ability-training and neuron-activating, and makes the research becoming easier to carry out.

In the future, our platform can also be applied in different fields, such as the simulation of the Brain-Computer Interface (BCI). The BCI can help the paralysis patients obtain the ability to move and operate things. But the signals from the human brain is too complex and difficult to deal with. If we can decipher the neuronal signals during learning progress when the patient’s mind interacting with the computer, it is possible to simplify the network and build more connections between them.

We are now using our platform to study the alcoholism by trainning worms to be addicted with alcohol and then study the neuron networks during the formation of this behavior. Hope one day we can figure out the logic networks of alcoholism and help to treat more serious social problem.

The miniMos transposon is used to carry transgenes into the C. elegansgenome by the means of inserting a transgene into a modified Mos1 element (miniMos). The miniMos transposon can carry the inserted transgene (together with a selection marker) into the genome where insertions are generated directly by injecting worms. It will take approximately 1 week to get the result. The insertion site is random and can be identified by inverse PCR on the strain.

The miniMos system contains 4 vectors——transposon with target gene, transposase, mcherry and peer-1 markers. Transposon needs transposase to cut and paste in the genome. mcherry and peer-1 are two negative selecter that can help to select the target strains.

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The MiniMos system

The method has some advantages:

1)The insertion frequency and fidelity is high.

2)The exact insertion site can be determined.

3)Large transgenes can be inserted.

4)The miniMos element is active in C. elegans.

5)Transgenes are expressed in the germline at high frequency.

As a classic model organism, C. elegans has many advantages.It is one of the simplest organisms with a nervous system. Research has explored the neural and molecular mechanisms that control several behaviors of C. elegans, including chemotaxis, thermotaxis, mechanotransduction, learning, memory, and mating behaviour. Therefore, C. elegans is a suitable model organism which we can easily manipulate and observe.

In our program, we aim to change the physical behaviour of C. elegans by using the two specific optogenetic traits. Through microinjection and selection, we are able to get two strains with two phenotypes of the preference to blue light and the aversion to red light, and the next step is to obtain the single worm with the combination of these 2 different traits.

To achive our objectives, we choose a mating method, because it is less time-consuming and easier to operate than microinjecting the other array to the existed strain.

In general, mating is the pairing of either opposite-sex or hermaphroditic organisms. However, for C. elegans, mating can hybridize two different traits on the next generation by the paring of the hermaphrodite and the male. Besides, one of the greatest advantages of C. elegans is that it can either autocopulation or hybridization, which means that after hybridization, the hermaphrodite can self-fertilize and guarantee to produce a large number of offsprings with identical genetic characteristics.

Here is the mating procedures:

1.Heat shock to get males(30℃,8h).

2.Parents mating to get the first filial hybrid generation(female : male = 3 : 4).

3.Single out each hermaphrodite in a small plate.

4.Test the fluorescence of F1.

5.Single out F1 and self-fertilizing to get F2.

6.Test the fluorescence of F2.


References

  1. Emily R. et al. (1997). Reprogramming Chemotaxis Responses: Sensory Neurons Define Olfactory Preferences in C. elegans, Cell, Vol. 91, 161–169.
  2. Emily R. et al. (1997). Reprogramming Chemotaxis Responses: Sensory Neurons Define Olfactory Preferences in C. elegans, Cell, Vol. 91, 161–169.
  3. Caenorhabditis elegans(WIKIPEDIA). Retrieved September 25, 2017 https://en.wikipedia.org/wiki/Caenorhabditis_elegans
  4. Brenner, S., Draft, A. N. C., Chklovskii, D., System, F. F. N., Brain, T. M., & Seung, S., et al. . The connectome debate: is mapping the mind of a worm worth it?. Scientific American
  5. Caenorhabditis elegans(WIKIPEDIA). Retrieved September 25, 2017 https://en.wikipedia.org/wiki/Caenorhabditis_elegans
  6. Chen, Y., Scarcelli, V., & Legouis, R. (2017). Approaches for studying autophagy in caenorhabditis elegans. Cells 6(3)
  7. Caenorhabditis elegans(WIKIPEDIA). Retrieved September 25, 2017 https://en.wikipedia.org/wiki/Caenorhabditis_elegans
  8. Uno, M., & Nishida, E. (2016). Lifespan-regulating genes in C. elegans. , 2, 16010.
  9. R.Carlson, Neil (2009). Psychology-the science of behavior. U.S: Pearson Education Canada; 4th edition. p. 207. ISBN 978-0-205-64524-4.
  10. [Krebs, John R.(1983). "Animal behaviour: From Skinner box to the field". Nature. 304 (5922): 117. Bibcode:1983Natur.304..117K. PMID 6866102. doi:10.1038/304117a0
  11. Brembs, Björn. "Operant conditioning in invertebrates". Current Opinion in Neurobiology. 13 (6): 710–717. doi:10.1016/j.conb.2003.10.002
  12. Editorial, N. (2011). Method of the year 2010. Nature Methods.
  13. Chung, K., et al. (2008). ”Automated on-chip rapid microscopy, phenotyping and sorting of C. elegans.” Nature Methods 5(7): 637-643.



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