{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Multi-channel, bidirectional optogenetics\n", "\n", "Cleo supports the simultaneous use of multiple {class}`~cleo.light.Light` devices, multiple channels per device, and multiple opsins per neuron group.\n", "Here' we'll see how to use all these features." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# boilerplate\n", "%load_ext autoreload\n", "%autoreload 2\n", "import brian2.only as b2\n", "from brian2 import np, ms, mV, nmeter, mm, mm2, nA, pA, mwatt\n", "import matplotlib.pyplot as plt\n", "\n", "import cleo\n", "from cleo import *\n", "\n", "cleo.utilities.style_plots_for_docs()\n", "\n", "# numpy faster than cython for lightweight example\n", "b2.prefs.codegen.target = \"numpy\"\n", "# for reproducibility\n", "np.random.seed(1866)\n", "\n", "# colors\n", "c = {\n", " \"main\": \"#C500CC\",\n", " \"473nm\": \"#72b5f2\",\n", " \"590nm\": (1, 0.875, 0),\n", "}" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Network setup\n", "We'll use excitatory and inhibitory populations of [exponential integrate-and-fire neurons](https://neuronaldynamics.epfl.ch/online/Ch5.S2.html)." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "n = 500\n", "ng = b2.NeuronGroup(\n", " n,\n", " \"\"\"\n", " dv/dt = (\n", " -(v - E_L)\n", " + Delta_T*exp((v-theta)/Delta_T)\n", " + Rm*(I_exc + I_inh + I_bg + I_enphr)\n", " ) / tau_m + sigma*sqrt(2/tau_m)*xi: volt\n", " I_exc : amp\n", " I_inh : amp\n", " I_enphr : amp\n", " \"\"\",\n", " threshold=\"v > -10*mV\",\n", " reset=\"v=E_L\",\n", " namespace={\n", " \"tau_m\": 20 * ms,\n", " \"Rm\": 500 * b2.Mohm,\n", " \"theta\": -50 * mV,\n", " \"Delta_T\": 2 * mV,\n", " \"E_L\": -70 * mV,\n", " \"sigma\": 5 * mV,\n", " \"I_bg\": 60 * pA,\n", " },\n", ")\n", "ng.v = np.random.uniform(-70, -50, n) * mV\n", "\n", "W = 1 * mV\n", "p_S = 0.3\n", "n_neighbors = 40\n", "S_ee = b2.Synapses(ng, model=\"w: 1\", on_pre=\"v_post+=W*w/sqrt(N)\")\n", "S_ee.connect(condition=\"abs(i-j)<=n_neighbors and i!=j\")\n", "S_ee.w = np.exp(np.random.randn(int(S_ee.N - 0))) * np.random.choice(\n", " [-1, 1], int(S_ee.N - 0)\n", ")\n", "\n", "spike_mon = b2.SpikeMonitor(ng)\n", "# for visualizing currents\n", "Imon = b2.StateMonitor(ng, (\"I_exc\", \"I_inh\", \"I_enphr\"), record=range(50))\n", "net = b2.Network(ng, S_ee, spike_mon, Imon)\n", "sim = cleo.CLSimulator(net)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "xmax_mm = 2\n", "cleo.coords.assign_coords_grid_rect_prism(\n", " ng, xlim=(0, xmax_mm), ylim=(-0.15, 0.15), zlim=(0, 0.3), shape=(20, 5, 5)\n", ")\n", "cleo.viz.plot(ng, colors=[c[\"main\"]])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Injecting a multi-channel `Light`\n", "\n", "A {class}`~cleo.light.Light` device can have multiple channels; all the user needs is to specify the coordinates (and optionally direction) of each light source (channel).\n", "A {class}`~cleo.light.LightModel` (e.g., that of an optical fiber) defines how light propagates from each source.\n", "\n", "Here we inject 590 nm light for activating Vf-Chrimson.\n", "Lacking a more rigorous quantification, we assume absorption and scattering coefficients of 590 nm light in the brain are roughly 0.8 times that of 470 nm light (see [Jacques 2013](https://iopscience.iop.org/article/10.1088/0031-9155/58/11/R37/meta) for some justification)." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "n_fibers = 4\n", "coords = np.zeros((n_fibers, 3))\n", "end_space = 1 / (2 * n_fibers)\n", "coords[:, 0] = np.linspace(end_space, 1 - end_space, n_fibers) * xmax_mm\n", "coords[:, 1] = -0.025\n", "amber_fibers = cleo.light.Light(\n", " name=\"amber fibers\",\n", " coords=coords * mm,\n", " light_model=cleo.light.OpticFiber(K=0.125 * 0.8 / mm, S=7.37 * 0.8 / mm),\n", " wavelength=590 * nmeter,\n", ")\n", "sim.inject(amber_fibers, ng)\n", "vfc = cleo.opto.vfchrimson_4s()\n", "enphr3 = cleo.opto.enphr3_3s()\n", "sim.inject(vfc, ng, Iopto_var_name=\"I_exc\")\n", "cleo.viz.plot(ng, colors=[c[\"main\"]], sim=sim)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Bidirectional control via a second opsin\n", "Here we will demonstrate increasing and decreasing activity in the same experiment by injecting an inhibitory opsin with a minimally overlapping activation spectrum.\n", "Alternatively, we could achieve bidirectional control with excitatory opsins on excitatory and inhibitory neurons.\n", "\n", "We will use the anion channel GtACR2 which is maximally activated by 470 nm light.\n", "\n", "Let's first visualize how the action spectra for the two opsins overlap:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "gtacr2 = cleo.opto.gtacr2_4s()\n", "cleo.light.plot_spectra(vfc, gtacr2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We see that GtACR2 will be totally unaffected by amber (590 nm) light, while Vf-Chrimson will be slightly activated by blue (470 nm) light." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "coords[:, 1] = 0.025\n", "blue_fibers = cleo.light.Light(\n", " name=\"blue fibers\",\n", " coords=coords * mm,\n", " light_model=cleo.light.fiber473nm(),\n", ")\n", "sim.inject(blue_fibers, ng)\n", "sim.inject(gtacr2, ng, Iopto_var_name=\"I_inh\")\n", "cleo.viz.plot(ng, colors=[c[\"main\"]], sim=sim)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Open-loop stimulation\n", "We will now design a stimulus pattern to demonstrate bidirectional control segregated by channel." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "CLSimulator(io_processor=OpenLoopOpto(sample_period=1. * msecond, sampling='fixed', processing='parallel'), devices={BansalFourStateOpsin(name='GtACR2', save_history=True, on_pre='', spectrum=[(400, 0.4), (410, 0.49), (420, 0.56), (430, 0.65), (440, 0.82), (450, 0.88), (460, 0.88), (470, 1.0), (480, 0.91), (490, 0.67), (500, 0.41), (510, 0.21), (520, 0.12), (530, 0.06), (540, 0.02), (550, 0.0), (560, 0.0), (800, 1.4793867810610162e-06), (820, 1.8122488067997448e-06), (840, 2.0711414934854227e-06), (860, 2.404003519224151e-06), (880, 3.032742901175083e-06), (900, 3.2546509183342354e-06), (920, 3.2546509183342354e-06), (940, 3.6984669526525404e-06), (960, 3.3656049269138116e-06), (980, 2.4779728582772024e-06), (1000, 1.5163714505875414e-06), (1020, 7.766780600570334e-07), (1040, 4.4381603431830484e-07), (1060, 2.2190801715915242e-07), (1080, 7.39693390530508e-08), (1100, 0.0), (1120, 0.0)], extrapolate=False, required_vars=[('Iopto', amp), ('v', volt)], Gd1=17. * hertz, Gd2=10. * hertz, Gr0=0.58 * hertz, g0=44. * nsiemens, phim=2.e+23 * (second ** -1) / (meter ** 2), k1=40. * khertz, k2=20. * khertz, Gf0=1. * hertz, Gb0=3. * hertz, kf=1. * hertz, kb=5. * hertz, gamma=0.05, p=1, q=0.1, E=-69.5 * mvolt, model='\\n dC1/dt = Gd1*O1 + Gr0*C2 - Ga1*C1 : 1 (clock-driven)\\n dO1/dt = Ga1*C1 + Gb*O2 - (Gd1+Gf)*O1 : 1 (clock-driven)\\n dO2/dt = Ga2*C2 + Gf*O1 - (Gd2+Gb)*O2 : 1 (clock-driven)\\n C2 = 1 - C1 - O1 - O2 : 1\\n\\n Theta = int(phi_pre > 0*phi_pre) : 1\\n Hp = Theta * phi_pre**p/(phi_pre**p + phim**p) : 1\\n Ga1 = k1*Hp : hertz\\n Ga2 = k2*Hp : hertz\\n Hq = Theta * phi_pre**q/(phi_pre**q + phim**q) : 1\\n Gf = kf*Hq + Gf0 : hertz\\n Gb = kb*Hq + Gb0 : hertz\\n\\n fphi = O1 + gamma*O2 : 1\\n\\n IOPTO_VAR_NAME_post = -g0*fphi*(V_VAR_NAME_post-E)*rho_rel : ampere (summed)\\n rho_rel : 1'), BansalFourStateOpsin(name='vf-Chrimson', save_history=True, on_pre='', spectrum=[(470.0, 0.4123404255319149), (490.0, 0.593265306122449), (510.0, 0.7935294117647058), (530.0, 0.8066037735849055), (550.0, 0.8912727272727272), (570.0, 1.0), (590.0, 0.9661016949152542), (610.0, 0.7475409836065574), (630.0, 0.4342857142857143), (940.0, 7.625137185362367e-07), (980.0, 1.0970860644245853e-06), (1020.0, 1.4674211526847874e-06), (1060.0, 1.4915987002443027e-06), (1100.0, 1.6481713638093412e-06), (1140.0, 1.8492334763262702e-06), (1180.0, 1.7865475957728372e-06), (1220.0, 1.3823778118111134e-06), (1260.0, 8.030956811474087e-07)], extrapolate=False, required_vars=[('Iopto', amp), ('v', volt)], Gd1=0.37 * khertz, Gd2=175. * hertz, Gr0=0.667 * mhertz, g0=17.5 * nsiemens, phim=1.5e+22 * (second ** -1) / (meter ** 2), k1=3. * khertz, k2=200. * hertz, Gf0=20. * hertz, Gb0=3.2 * hertz, kf=10. * hertz, kb=10. * hertz, gamma=0.05, p=1, q=1, E=0. * volt, model='\\n dC1/dt = Gd1*O1 + Gr0*C2 - Ga1*C1 : 1 (clock-driven)\\n dO1/dt = Ga1*C1 + Gb*O2 - (Gd1+Gf)*O1 : 1 (clock-driven)\\n dO2/dt = Ga2*C2 + Gf*O1 - (Gd2+Gb)*O2 : 1 (clock-driven)\\n C2 = 1 - C1 - O1 - O2 : 1\\n\\n Theta = int(phi_pre > 0*phi_pre) : 1\\n Hp = Theta * phi_pre**p/(phi_pre**p + phim**p) : 1\\n Ga1 = k1*Hp : hertz\\n Ga2 = k2*Hp : hertz\\n Hq = Theta * phi_pre**q/(phi_pre**q + phim**q) : 1\\n Gf = kf*Hq + Gf0 : hertz\\n Gb = kb*Hq + Gb0 : hertz\\n\\n fphi = O1 + gamma*O2 : 1\\n\\n IOPTO_VAR_NAME_post = -g0*fphi*(V_VAR_NAME_post-E)*rho_rel : ampere (summed)\\n rho_rel : 1'), Light(name='blue fibers', save_history=True, value=array([0., 0., 0., 0.]), light_model=OpticFiber(R0=100. * umetre, NAfib=0.37, K=125. * metre ** -1, S=7370. * metre ** -1, ntis=1.36), wavelength=0.473 * umetre, direction=array([0., 0., 1.]), max_value=None, max_value_viz=None), Light(name='amber fibers', save_history=True, value=array([0., 0., 0., 0.]), light_model=OpticFiber(R0=100. * umetre, NAfib=0.37, K=100. * metre ** -1, S=5896. * metre ** -1, ntis=1.36), wavelength=0.59 * umetre, direction=array([0., 0., 1.]), max_value=None, max_value_viz=None)})" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from cleo.ioproc import LatencyIOProcessor\n", "\n", "\n", "class OpenLoopOpto(LatencyIOProcessor):\n", " def __init__(self):\n", " super().__init__(sample_period=1 * ms)\n", "\n", " # since this is open-loop, we don't use state_dict\n", " def process(self, state_dict, t_samp):\n", " amplitude = 1 * mwatt / mm2\n", " time_offsets = np.array([0, -20, -40, -60])\n", " t = t_samp / ms + time_offsets\n", " amber = ((t >= 20) & (t < 40)) * amplitude\n", " blue = ((t >= 60) & (t < 63)) * amplitude\n", "\n", " # return output dict and time\n", " return ({\"amber fibers\": amber, \"blue fibers\": blue}, t_samp)\n", "\n", "\n", "sim.set_io_processor(OpenLoopOpto())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Run simulation and plot results" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO No numerical integration method specified for group 'neurongroup', using method 'euler' (took 0.09s, trying other methods took 0.00s). [brian2.stateupdaters.base.method_choice]\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "INFO No numerical integration method specified for group 'syn_GtACR2_neurongroup', using method 'euler' (took 0.04s, trying other methods took 0.34s). [brian2.stateupdaters.base.method_choice]\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "INFO No numerical integration method specified for group 'syn_vf_Chrimson_neurongroup', using method 'euler' (took 0.01s, trying other methods took 0.03s). [brian2.stateupdaters.base.method_choice]\n" ] } ], "source": [ "sim.reset()\n", "sim.run(200 * ms)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The {attr}`~cleo.light.Light.irradiance` attribute lets you access the light device's previously set values with units of mW/mm², while {attr}`~cleo.light.Light.irradiance_` strips the units." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[[],\n", " Text(0, 0.5, 'intensity per channel'),\n", " Text(0.5, 1.0, 'photostimulation'),\n", " Text(0.5, 0, 'time (ms)')]" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (ax1, ax2) = plt.subplots(2, 1, sharex=True)\n", "\n", "ax1.plot(spike_mon.t / ms, spike_mon.i[:], \",\")\n", "ax1.set(ylabel=\"neuron index\", title=\"spiking\")\n", "\n", "ax2.step(\n", " blue_fibers.t / ms,\n", " blue_fibers.irradiance_ + np.arange(n_fibers) * 1.3 + 0.1,\n", " c=c[\"473nm\"],\n", " where=\"post\",\n", ")\n", "ax2.step(\n", " amber_fibers.t / ms,\n", " amber_fibers.irradiance_ + np.arange(n_fibers) * 1.3,\n", " c=c[\"590nm\"],\n", " where=\"post\",\n", ")\n", "ax2.set(\n", " yticks=[],\n", " ylabel=\"intensity per channel\",\n", " title=\"photostimulation\",\n", " xlabel=\"time (ms)\",\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As you can see, Vf-Chrimson has fast dynamics, enabling high-frequency control.\n", "GtACR2, on the other hand, continues acting long after the light is removed due to its slow deactivation kinetics.\n", "We can confirm this by plotting the current from each of the opsins in the first segment of neurons:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[Text(0.5, 1.0, 'GtACR2 current'), Text(0, 0.5, '$I_{inh}$ (nA)')]" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (ax1, ax2) = plt.subplots(2, 1, sharex=True)\n", "ax1.plot(Imon.t / ms, Imon.I_exc.T / nA, lw=0.2, c=c[\"590nm\"])\n", "ax1.set(title=\"Vf-Chrimson current\", ylabel=\"$I_{exc}$ (nA)\")\n", "ax2.plot(Imon.t / ms, Imon.I_inh.T / nA, lw=0.2, c=c[\"473nm\"])\n", "ax2.plot(Imon.t / ms, Imon.I_enphr.T / nA, lw=0.2, c=c[\"590nm\"])\n", "ax2.set(title=\"GtACR2 current\", ylabel=\"$I_{inh}$ (nA)\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also confirm that blue light has a non-negligible effect on Vf-Chrimson." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Conclusion\n", "As a recap, in this tutorial we've seen how to:\n", "* configure a multi-channel {class}`~cleo.light.Light` device,\n", "* use more than one of them simultaneously, and\n", "* inject multiple opsins of overlapping action spectra into the same network." ] } ], "metadata": { "kernelspec": { "display_name": "python3", "language": "python", "name": "python3" } }, "nbformat": 4, "nbformat_minor": 2 }