{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Loading Neuron model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\t1 \n",
      "\t1 \n",
      "Setting temperature to 34.000000 C\n",
      "Setting simulation time step to 0.100000 ms\n",
      "\t1 \n",
      "\t1 \n",
      "\t1 \n",
      "\t1 \n",
      "\t1 \n",
      "\t1 \n",
      "\t1 \n",
      "\t1 \n",
      "\t1 \n",
      "\t1 \n",
      "\t1 \n",
      "\t1 \n",
      "\t1 \n",
      "**********************\n",
      "cADpyr232_L5_TTPC1_0fb1ca4724[0].soma[0]\n",
      "1 \n",
      "1 \n",
      "1 \n",
      "\t1 \n",
      "\t1 \n",
      "\t1 \n"
     ]
    }
   ],
   "source": [
    "import SCN2A_nb_helper as helper\n",
    "#helper.h1(\"forall delete_section()\")\n",
    "helper.init_neuron()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Wild Type Response\n",
    "\n",
    "## FI Curve"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[2, 13, 21]\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "start_amp = 0\n",
    "end_amp = 1\n",
    "nruns = 3\n",
    "WT_fi_curve = helper.get_fi_curve(start_amp,end_amp,nruns)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Voltage & Phase Plane"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x432 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "amp_stim = 0.5\n",
    "wt_volts,wt_dvdt = helper.get_volts_and_dvdt(amp_stim)\n",
    "#helper.h1(\"forall delete_section()\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# \"Mutated\" Kinetics\n",
    "### Base Values\n",
    "##### tha  =  -30  v 1/2 for act\t\n",
    "##### qa   = 7.2\t      act slope \n",
    "##### thinf  = -45 \t inact inf slope\n",
    "##### qinf  = 7 \t      inact inf slope \n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "vclamp_params = {'tha_na12mut':-40,'qa_na12mut':7.2,'thinf_na12mut':-40,'qinf_na12mut':7} # small Difference\n",
    "vclamp_params = {'tha_na12mut':-20,'qa_na12mut':7.2,'thinf_na12mut':-40,'qinf_na12mut':7} # Only difference in dvdt\n",
    "vclamp_params = {'tha_na12mut':-50,'qa_na12mut':7.2,'thinf_na12mut':-45,'qinf_na12mut':7} #big change\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## FI Curve with Mutated Nav1.2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[2, 17, 24]\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#helper.h1(\"forall delete_section()\")\n",
    "helper.update_na12_mut_params(vclamp_params)\n",
    "helper.h1.finitialize()\n",
    "helper.get_fi_curve(start_amp,end_amp,nruns,WT_fi_curve)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Phase Plane"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x432 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "amp_stim = 0.5\n",
    "helper.get_volts_and_dvdt(amp_stim,[wt_volts,wt_dvdt])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Make  a het"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "axon updated\n",
      "2 \n"
     ]
    }
   ],
   "source": [
    "helper.make_a_het()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}