diff --git a/Session02.ipynb b/Session02.ipynb index e472b89..45d186d 100644 --- a/Session02.ipynb +++ b/Session02.ipynb @@ -15,7 +15,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "id": "f411dd9f", "metadata": { "colab": { @@ -55,6 +55,16 @@ "from neuron import h, gui" ] }, + { + "cell_type": "code", + "execution_count": 14, + "id": "3818515e-e1bf-4f17-be64-96c09bcd1761", + "metadata": {}, + "outputs": [], + "source": [ + "import math" + ] + }, { "cell_type": "markdown", "id": "X9uhmtz7yXGK", @@ -85,7 +95,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "id": "10fbc09f", "metadata": { "id": "10fbc09f", @@ -97,17 +107,45 @@ "source": [ "soma = h.Section(name='soma') # create the cell soma\n", "# also create a dendrite\n", - "# ---- your code here ---- #" + "# ---- your code here ---- #\n", + "dend = h.Section(name='dendrite')" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "id": "6d650ed1", "metadata": { "id": "6d650ed1" }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "soma { nseg=1 L=100 Ra=35.4\n", + "\t/*location 0 attached to cell 0*/\n", + "\t/* First segment only */\n", + "\tinsert morphology { diam=500}\n", + "\tinsert capacitance { cm=1}\n", + "}\n", + "\n", + "|-| soma(0-1)\n", + "|-| dendrite(0-1)\n", + "\n" + ] + }, + { + "data": { + "text/plain": [ + "1.0" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# h.psection prints information about the section \n", "h.psection(sec=soma) # print section\n", @@ -146,7 +184,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "id": "9dfd510c", "metadata": { "id": "9dfd510c", @@ -154,9 +192,38 @@ "name": "#%%\n" } }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "|-| soma(0-1)\n", + " `| dendrite(0-1)\n", + "\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Notice: dendrite(0) had previously been connected to parent soma(1)\n" + ] + }, + { + "data": { + "text/plain": [ + "1.0" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "dend.connect(soma(1)) # connect dendrite at the '1' end of the soma" + "dend.connect(soma(1)) # connect dendrite at the '1' end of the soma\n", + "h.topology()" ] }, { @@ -193,7 +260,50 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 20, + "id": "2f08e0bb-7e05-4380-b65f-2a9e79d5c6f5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "12.6156626101008" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# pi*d*h = 500\n", + "math.sqrt(500/math.pi)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "4625037b-605f-488c-9604-d4672cca24a1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "498.7592496839155" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "12.6*12.6*math.pi" + ] + }, + { + "cell_type": "code", + "execution_count": 22, "id": "fd657966", "metadata": { "id": "fd657966", @@ -203,7 +313,7 @@ }, "outputs": [], "source": [ - "soma.L = soma.diam = # ---- your code here ---- #" + "soma.L = soma.diam = math.sqrt(500/math.pi) " ] }, { @@ -221,7 +331,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 23, "id": "97a65748", "metadata": { "id": "97a65748", @@ -264,7 +374,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 24, "id": "ceb690c3", "metadata": { "id": "ceb690c3", @@ -294,7 +404,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 25, "id": "2767854d", "metadata": { "id": "2767854d", @@ -329,7 +439,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 28, "id": "f5ad9c24", "metadata": { "id": "f5ad9c24", @@ -341,9 +451,13 @@ "source": [ "# insert a passive membrane ('pas')\n", "# ---- your code here ---- #\n", + "dend.insert('pas')\n", "\n", "# set the passive conductance (S/cm^2) 'g = 0.001' and the leak reversal potential (mV) 'e = -65'.\n", - "# ---- your code here ---- #" + "# ---- your code here ---- #\n", + "for seg in dend:\n", + " seg.pas.g = 0.001\n", + " seg.pas.e = -65" ] }, { @@ -359,6 +473,37 @@ "Now the topology and biophysics of the model neuron is ready we can simulate and visualize the dynamics of the model." ] }, + { + "cell_type": "code", + "execution_count": 29, + "id": "c33b09c6-0257-48d0-8092-82828f17bc55", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "|-| soma(0-1)\n", + " `| dendrite(0-1)\n", + "\n" + ] + }, + { + "data": { + "text/plain": [ + "1.0" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "h.topology()" + ] + }, { "cell_type": "markdown", "id": "f52ddb3d", @@ -375,7 +520,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 38, "id": "df70bfec", "metadata": { "id": "df70bfec", @@ -406,7 +551,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 39, "id": "2ef7b276", "metadata": { "id": "2ef7b276", @@ -415,7 +560,18 @@ "name": "#%%\n" } }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "Vector[11]" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "s_vec = h.Vector() # Membrane potential vector for soma\n", "d_vec = h.Vector() # Membrane potential vector for dendrite\n", @@ -440,7 +596,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 40, "id": "ccbaba2c", "metadata": { "id": "ccbaba2c", @@ -449,7 +605,18 @@ "name": "#%%\n" } }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "0.0" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "h.tstop = 25.0 # simulation time\n", "h.run()" @@ -470,7 +637,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 41, "id": "215516be", "metadata": { "id": "215516be", @@ -478,7 +645,20 @@ "name": "#%%\n" } }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "plt.figure(figsize=(8,4))\n", "plt.plot(t_vec, s_vec, label='soma')\n", @@ -518,14 +698,271 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 57, "id": "aeaf57a1", "metadata": { "id": "aeaf57a1" }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "|-| soma(0-1)\n", + " `----------------------------------------------------------------------------------------------------| dendrite(0-1)\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ - "# ---- your code here ---- #" + "# ---- your code here ---- #\n", + "\n", + "# Setting the number of dendrites (nseg) to 101\n", + "dend.nseg = 101\n", + "\n", + "# Applying stimulation to different segments\n", + "locations = [0, 0.2, 0.4, 0.6, 0.8, 1];\n", + "\n", + "h.topology()\n", + "\n", + "for i in range(len(locations)):\n", + " stim = h.IClamp(dend(locations[i]))\n", + " stim.delay = 5\n", + " stim.dur = 1\n", + " stim.amp = 0.1\n", + "\n", + " h.tstop = 25.0 # simulation time\n", + " h.run()\n", + "\n", + " title_txt = 'Location: ' + str(locations[i])\n", + " plt.figure(figsize=(8,4))\n", + " plt.plot(t_vec, s_vec, label='soma')\n", + " plt.plot(t_vec, d_vec, label='dendrite')\n", + " plt.xlabel('Time (ms)')\n", + " plt.ylabel('Membrane potential (mV)')\n", + " plt.title(title_txt)\n", + " plt.legend()\n", + " plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "ec5cdc8e-69ae-48e4-aa46-e78d2310f4c8", + "metadata": {}, + "source": [ + "*What happens to the membrane potential of the dendrite and the soma when applying stimulation at different 𝑆𝑒𝑔𝑚𝑒𝑛𝑡𝑠 along the dendrite?\"*\n", + "\n", + "The closer the dendrite stimulus is to the soma, the more the soma depolarizes. For the dendrite, the closer the stimulus starts to the middle of the soma, the more the dendrite depolarizes (this is approximate, because the soma also influences the dendrite polarization, this causes the \"maximum depolarization point\" to be closer to the location 0.6 than the location 0.4)" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "id": "d08a98b3-36d2-49e1-af8c-d03dbd99b69a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "|-| soma(0-1)\n", + " `----------------------------------------------------------------------------------------------------| dendrite(0-1)\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Decreasing the dendrite length and running the same experiments\n", + "dend.L = 100 # microns\n", + "\n", + "h.topology()\n", + "\n", + "for i in range(len(locations)):\n", + " stim = h.IClamp(dend(locations[i]))\n", + " stim.delay = 5\n", + " stim.dur = 1\n", + " stim.amp = 0.1\n", + "\n", + " h.tstop = 25.0 # simulation time\n", + " h.run()\n", + "\n", + " title_txt = 'Location: ' + str(locations[i])\n", + " plt.figure(figsize=(8,4))\n", + " plt.plot(t_vec, s_vec, label='soma')\n", + " plt.plot(t_vec, d_vec, label='dendrite')\n", + " plt.xlabel('Time (ms)')\n", + " plt.ylabel('Membrane potential (mV)')\n", + " plt.title(title_txt)\n", + " plt.legend()\n", + " plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "8c96a937-9758-4321-b20a-3d2e2e86907f", + "metadata": {}, + "source": [ + "*Try experimenting with different dendrite lengths, number of 𝑆𝑒𝑔𝑚𝑒𝑛𝑡𝑠.*\n", + "\n", + "Halving the dendrite length results in stimuli applied on the dendrite close to the soma (locations 0, 0.2 and 0.4) to result in similar depolarizations on the dendrite and soma. \n", + "\n", + "At locations 0.8 and 1, we get different signals." + ] + }, + { + "cell_type": "markdown", + "id": "5052eb68-35e8-453c-b9d1-ea9a5fc7882c", + "metadata": {}, + "source": [ + "*Can you think of a computation that could be performed by a single dendrite with the potential to be stimulated (e.g. by other neuron's synapses) at different sites along it's shaft?* \n", + "\n", + "Addition of multiple numbers. For instance if we have a + b + c = d, then a,b and c could be inputs alongside the dendrite. The strength of each input would then depend on the value of the number, d is then physically the sum of these currents and conceptually the sum of the numbers." ] }, { @@ -546,13 +983,13 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 262, "id": "e1a12d46-3217-4898-8449-bbb5444dbe4f", "metadata": {}, "outputs": [], "source": [ "class Cell:\n", - " def __init__(self):\n", + " def __init__(self, idx):\n", " self.idx = idx # index of the cell on the ring\n", " self.create_sections()\n", " self.build_topology()\n", @@ -567,26 +1004,108 @@ " def build_topology(self):\n", " \"\"\"Connect the sections of the cell to build a tree.\"\"\"\n", " # ---- your code here ---- #\n", + " self.dend.connect(self.soma(1)) # connect dendrite at the '1' end of the soma\n", "\n", " def define_geometry(self):\n", " \"\"\"Set the geometry of the cell.\"\"\"\n", " # ---- your code here ---- #\n", + " self.soma.L = math.sqrt(500/math.pi)\n", + " self.soma.diam = self.soma.L\n", + " \n", + " self.dend.L = 200 # microns\n", + " self.dend.diam = 1 # microns\n", + " \n", + " self.dend.nseg = 101\n", " \n", " def define_biophysics(self):\n", " \"\"\"Set the biophysics of the sections.\"\"\" \n", " # ---- your code here ---- #\n", + " for sec in h.allsec():\n", + " sec.Ra = 100 # Axial resistance in Ohm*cm\n", + " sec.cm = 1 # Membrane capacitance in mF/cm^2\n", + " \n", + " self.soma.insert('hh') # insert active Hodgin-Huxley current\n", + "\n", + " # set the parameters of the active membrane\n", + " for seg in self.soma:\n", + " seg.hh.gnabar = 0.12 # Sodium conductance in S/cm^2\n", + " seg.hh.gkbar = 0.036 # Potassium conductance in S/cm^2\n", + " seg.hh.gl = 0.0003 # Leak conductance in S/cm^2\n", + " seg.hh.el = -54.3 # Reversal potential in mV\n", + " \n", + " self.dend.insert('pas')\n", + "\n", + " # set the passive conductance (S/cm^2) 'g = 0.001' and the leak reversal potential (mV) 'e = -65'.\n", + " for seg in self.dend:\n", + " seg.pas.g = 0.001\n", + " seg.pas.e = -65\n", " " ] }, { "cell_type": "code", - "execution_count": 30, - "id": "091836a8-1f04-4b9c-8e88-1a0eadab7c4a", + "execution_count": 317, + "id": "a4ceae05-b101-4d6d-88cb-62ef2e6824b5", + "metadata": {}, + "outputs": [], + "source": [ + "# create the cells\n", + "cells = [] # list of cells\n", + "N = 10 # number of cells\n", + "for i in range(N):\n", + " cell = Cell(i)\n", + " cells.append(cell)" + ] + }, + { + "cell_type": "code", + "execution_count": 318, + "id": "569c0a30-c523-4844-83d5-ea33eab60ba3", + "metadata": {}, + "outputs": [], + "source": [ + "# connect the cells\n", + "syns = [] # list of synapses\n", + "netcons = [] # list of NetCons\n", + "# ---- your code here ---- #\n", + "for i in range(len(cells)):\n", + " syns.append(h.ExpSyn(cells[i].dend(0.5)))" + ] + }, + { + "cell_type": "code", + "execution_count": 319, + "id": "f7205c5d-8f0f-423d-8069-87a46a7d9fd0", + "metadata": {}, + "outputs": [], + "source": [ + "# Connecting the neurons\n", + "\n", + "# Connecting neurons 1 to 10 in a sequence\n", + "for i in range(len(cells) - 1):\n", + " netcons.append(h.NetCon(cells[i].soma(0.5)._ref_v, syns[i+1], 10, 5, 0.05, sec=cells[i].soma))\n", + " \n", + "# Adding the last connection: from 10 to 1\n", + "netcons.append(h.NetCon(cells[N-1].soma(0.5)._ref_v, syns[0], 10, 5, 0.05, sec=cells[N-1].soma))\n", + "\n", + "# stimulate the first cell\n", + "# ---- your code here ---- #\n", + "stim = h.NetStim()\n", + "stim.number = 1\n", + "stim.interval = 1000\n", + "\n", + "start_con = h.NetCon(stim, syns[0], 10, 5, 0.05)" + ] + }, + { + "cell_type": "code", + "execution_count": 320, + "id": "cf60b0bc-53c2-4271-b8ca-0b06cc0fcbef", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -598,21 +1117,6 @@ } ], "source": [ - "# create the cells\n", - "cells = [] # list of cells\n", - "N = 10 # number of cells\n", - "for i in range(N):\n", - " cell = Cell()\n", - " cells.append(cell)\n", - " \n", - "# connect the cells\n", - "syns = [] # list of synapses\n", - "netcons = [] # list of NetCons\n", - "# ---- your code here ---- #\n", - "\n", - "# stimulate the first cell\n", - "# ---- your code here ---- #\n", - "\n", "# plot the membrane potential in the middle of the dendrite and the soma\n", "t_vec = h.Vector() # Time vector\n", "t_vec.record(h._ref_t) # record time\n", @@ -623,25 +1127,18 @@ " s_vec.record(cells[i].soma(0.5)._ref_v) # record from the middle of the somas\n", " s_vecs.append(s_vec)\n", "\n", - "h.tstop = 100.0 # simulation time\n", + "h.tstop = 200.0 # simulation time\n", "h.run()\n", "\n", "# plot the trajectories\n", "plt.figure(figsize=(8,4))\n", "for i in range(N):\n", - " plt.plot(t_vec, s_vecs[i], color)\n", + " #plt.plot(t_vec, s_vecs[i], color)\n", + " plt.plot(t_vec, s_vecs[i])\n", "plt.xlabel('Time (ms)')\n", "plt.ylabel('Membrane potential (mV)')\n", "plt.show()" ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "d0142ff9-463c-404e-b95d-d0cb18fbcf60", - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": {