{ "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 ms, mV, nmeter, mm, mm2, nA, pA, mwatt\n", "import matplotlib.pyplot as plt\n", "import numpy as np\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": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING The object 'light_source' is getting deleted, but was never included in a network. This probably means that you did not store the object reference in a variable, or that the variable was not used to construct the network.\n", "The object was created here (most recent call only):\n", " File '/home/kyle/GaTech Dropbox/Kyle Johnsen/projects/cleo/cleo/registry.py', line 167, in init_register_light\n", " self.light_source_ng = NeuronGroup( [brian2.core.base.unused_brian_object]\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING The object 'light_prop_vf_Chrimson_neurongroup' is getting deleted, but was never included in a network. This probably means that you did not store the object reference in a variable, or that the variable was not used to construct the network.\n", "The object was created here (most recent call only):\n", " File '/home/kyle/GaTech Dropbox/Kyle Johnsen/projects/cleo/cleo/registry.py', line 132, in _get_or_create_light_prop_syn\n", " light_prop_syn = Synapses( [brian2.core.base.unused_brian_object]\n" ] }, { "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={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), 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), BansalFourStateOpsin(name='vf-Chrimson', save_history=True, on_pre='', spectrum=[(np.float64(470.0), np.float64(0.4123404255319149)), (np.float64(490.0), np.float64(0.593265306122449)), (np.float64(510.0), np.float64(0.7935294117647058)), (np.float64(530.0), np.float64(0.8066037735849055)), (np.float64(550.0), np.float64(0.8912727272727272)), (np.float64(570.0), np.float64(1.0)), (np.float64(590.0), np.float64(0.9661016949152542)), (np.float64(610.0), np.float64(0.7475409836065574)), (np.float64(630.0), np.float64(0.4342857142857143)), (np.float64(940.0), np.float64(7.625137185362367e-07)), (np.float64(980.0), np.float64(1.0970860644245853e-06)), (np.float64(1020.0), np.float64(1.4674211526847874e-06)), (np.float64(1060.0), np.float64(1.4915987002443027e-06)), (np.float64(1100.0), np.float64(1.6481713638093412e-06)), (np.float64(1140.0), np.float64(1.8492334763262702e-06)), (np.float64(1180.0), np.float64(1.7865475957728372e-06)), (np.float64(1220.0), np.float64(1.3823778118111134e-06)), (np.float64(1260.0), np.float64(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'), 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')})" ] }, "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 = 8 * 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 0.02s, 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 0.01s, trying other methods took 0.02s). [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 0.00s, trying other methods took 0.01s). [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": { "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", "ptp = np.ptp(blue_fibers.irradiance_[:, 0])\n", "offsets = np.arange(n_fibers) * ptp * 1.2\n", "ax2.step(\n", " blue_fibers.t / ms,\n", " blue_fibers.irradiance_ + offsets + ptp / 10,\n", " c=c[\"473nm\"],\n", " where=\"post\",\n", ")\n", "ax2.step(\n", " amber_fibers.t / ms,\n", " amber_fibers.irradiance_ + offsets,\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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", "text/plain": [ "
" ] }, "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 }