{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Key Plots\n",
    "\n",
    "1. Evoke and record AP and calcium conductance in all sites\n",
    "2. Plot it\n",
    "3. Plot each subpanel separately so it looks good\n",
    "4. Plot the Na/K channel conductance graph and the three variants..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload\n",
    "\n",
    "import numpy as np\n",
    "from neuron import h\n",
    "from matplotlib import pyplot as plt\n",
    "import matplotlib as mpl\n",
    "\n",
    "from src.collection_L23 import L23\n",
    "import src.morphologyFunctions as mfx\n",
    "import src.neuronFunctions as nfx"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Creating cell : L23\n",
      "\t0 \n",
      "\t1 \n",
      "\t1 \n",
      "\t1 \n",
      "\t1 \n"
     ]
    }
   ],
   "source": [
    "# Create Cell\n",
    "for sec in h.allsec(): h.delete_section(sec=sec)\n",
    "cell1 = L23(cellID=0,dendNa=[5,2,150,True],dendK=[0.05,100,True,False],dxSeg=5,fixDiam=None)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Record response of AP at all desired sites\n",
    "stim1 = nfx.attachCC(cell1.soma, delay=5, dur=1, amp=3.5, loc=0.5) # set stim up for somatic injection\n",
    "\n",
    "# Find Sites and Set up Recording Vectors\n",
    "distance = 125\n",
    "dName,dSeg,dPost,dPre,dBrDist = mfx.findSites(cell1.soma, distance, method='struct', dends=cell1.dends, incDiam=False)[0:5] \n",
    "dPostDiam = mfx.findSites(cell1.soma, distance, method='struct', dends=cell1.dends, incDiam=True)[2]\n",
    "\n",
    "# Record peak of AP in all the sites\n",
    "vsec,tv = mfx.recordSites(dName,dSeg)\n",
    "vsoma = h.Vector()\n",
    "vsoma.record(cell1.soma(0.5)._ref_v) # Also record soma...\n",
    "\n",
    "# Record ica in all sites + soma\n",
    "csec = mfx.recordSites(dName,dSeg,recordVariable='_ref_ica')[0]\n",
    "csoma = h.Vector()\n",
    "csoma.record(cell1.soma(0.5)._ref_ica)\n",
    "\n",
    "# Record Calcium Concentration in Soma\n",
    "cai = h.Vector()\n",
    "cai.record(cell1.soma(0.5)._ref_cai)\n",
    "\n",
    "# Simulate Data\n",
    "nfx.simulate(tstop=25,v_init=-75,celsius=35)\n",
    "\n",
    "gca_soma = nfx.conductanceFromCurrent(csoma,vsoma,cell1.Eca)\n",
    "gca_sec = []\n",
    "for ica,v in zip(csec,vsec):\n",
    "    gca_sec.append(nfx.conductanceFromCurrent(ica,v,cell1.Eca))\n",
    "    \n",
    "# Analyze Data\n",
    "vData = np.array(vsec)\n",
    "gcaData = np.array(gca_sec)\n",
    "icaData = np.array(csec)\n",
    "apAmp = np.amax(vData,axis=1)\n",
    "gcAmp = np.amax(gcaData,axis=1)\n",
    "icAmp = np.amin(icaData,axis=1)\n",
    "\n",
    "stim1 = None"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'Calcium Concentration')"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 3200x600 with 5 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot Somatic AP\n",
    "fig = plt.figure(figsize=(32,6))\n",
    "\n",
    "# Plot somatic and dendritic APs\n",
    "plt.subplot(1,5,1)\n",
    "plt.plot(tv-5,vsoma,alpha=1,linewidth=1.5,c='k')\n",
    "p = plt.plot(tv-5,vData.T,alpha=1,linewidth=0.3)\n",
    "plt.xlim(-2,15)\n",
    "plt.xlabel('Time (ms)',fontsize=16)\n",
    "plt.ylabel('mV',fontsize=16)\n",
    "plt.title('AP Waveform',fontsize=16)\n",
    "\n",
    "# Plot dendritic calcium conductance\n",
    "plt.subplot(1,5,2) \n",
    "p = plt.plot(tv-5,gcaData.T,alpha=1,linewidth=0.3)\n",
    "plt.xlim(-2,15)\n",
    "plt.xlabel('Time (ms)',fontsize=16)\n",
    "plt.ylabel('pS/µm^2',fontsize=16)\n",
    "plt.title('Dendritic Calcium Conductance',fontsize=16)\n",
    "\n",
    "# Plot relationship between voltage and dendritic length after site\n",
    "plt.subplot(1,5,3)\n",
    "plt.scatter(dPost,apAmp,c='k')\n",
    "plt.xlabel('Dendritic Length After Site',fontsize=16)\n",
    "plt.ylabel('AP Amplitude @125µm from Soma',fontsize=16)\n",
    "plt.xlim(0,500)\n",
    "\n",
    "# Plot relationship between voltage and dendritic length after site\n",
    "plt.subplot(1,5,4)\n",
    "plt.scatter(apAmp,gcAmp,c='k')\n",
    "plt.xlabel('AP Amplitude @125µm from Soma',fontsize=16)\n",
    "plt.ylabel('Calcium Conductance',fontsize=16)\n",
    "\n",
    "# Plot Somatic Calcium Concentration\n",
    "plt.subplot(1,5,5)\n",
    "plt.plot(tv-5,1e3*np.array(cai),alpha=1,linewidth=1.5,c='k')\n",
    "plt.xlabel('Time (ms)',fontsize=16)\n",
    "plt.ylabel('Calcium Concentration',fontsize=16)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'AP Waveform')"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot Somatic AP\n",
    "fig = plt.figure(figsize=(8,6))\n",
    "\n",
    "# Plot somatic and dendritic APs\n",
    "plt.plot(tv-5,vsoma,alpha=1,linewidth=1.5,c='k')\n",
    "#p = plt.plot(tv-5,vData.T,alpha=1,linewidth=0.3)\n",
    "plt.xlim(-2,15)\n",
    "plt.xlabel('Time (ms)',fontsize=16)\n",
    "plt.ylabel('mV',fontsize=16)\n",
    "plt.xticks(fontsize=16)\n",
    "plt.yticks(fontsize=16)\n",
    "plt.title('AP Waveform',fontsize=16)\n",
    "# plt.savefig('PresentationsFigures/somaAPPlot')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'AP Ca Conductance')"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x200 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot Somatic AP\n",
    "fig = plt.figure(figsize=(8,2))\n",
    "\n",
    "# Plot somatic and dendritic APs\n",
    "plt.plot(tv-5,gca_soma,alpha=1,linewidth=1.5,c='k')\n",
    "plt.xlim(-2,15)\n",
    "plt.xlabel('Time (ms)',fontsize=16)\n",
    "plt.ylabel('pS/um2',fontsize=16)\n",
    "plt.xticks(fontsize=16)\n",
    "plt.yticks(fontsize=16)\n",
    "plt.title('AP Ca Conductance',fontsize=16)\n",
    "# plt.savefig('PresentationsFigures/somaCaConductancePlot')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Injected Current')"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x200 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot Somatic AP\n",
    "fig = plt.figure(figsize=(8,2))\n",
    "\n",
    "injCurrent = np.zeros(len(tv))\n",
    "injCurrent[np.where((np.array(tv)>=5) & (np.array(tv)<=6))]= 3.5\n",
    "\n",
    "# Plot somatic and dendritic APs\n",
    "plt.plot(tv-5,injCurrent,alpha=1,linewidth=1.5,c='k')\n",
    "#p = plt.plot(tv-5,vData.T,alpha=1,linewidth=0.3)\n",
    "plt.xlim(-2,15)\n",
    "plt.xlabel('Time (ms)',fontsize=16)\n",
    "plt.ylabel('nA',fontsize=16)\n",
    "plt.xticks(fontsize=16)\n",
    "plt.yticks(fontsize=16)\n",
    "plt.title('Injected Current',fontsize=16)\n",
    "# plt.savefig('PresentationsFigures/curInjectPlot')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Dendritic AP Waveform')"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot somatic and dendritic APs\n",
    "plt.figure(figsize=(8,6))\n",
    "p = plt.plot(tv-5,vData.T,alpha=0.3,linewidth=0.7,c='k')\n",
    "plt.xlim(-2,15)\n",
    "plt.xlabel('Time (ms)',fontsize=16)\n",
    "plt.ylabel('mV',fontsize=16)\n",
    "plt.xticks(fontsize=16)\n",
    "plt.yticks(fontsize=16)\n",
    "plt.title('Dendritic AP Waveform',fontsize=16)\n",
    "# plt.savefig('PresentationsFigures/dendriticAPs')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Dendritic Calcium Conductance')"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(8,6))\n",
    "p = plt.plot(tv-5,gcaData.T,alpha=0.3,linewidth=0.7,c='k')\n",
    "plt.xlim(-2,15)\n",
    "plt.xlabel('Time (ms)',fontsize=16)\n",
    "plt.ylabel('pS/µm^2',fontsize=16)\n",
    "plt.xticks(fontsize=16)\n",
    "plt.yticks(ticks=[0,0.4,0.8],fontsize=16)\n",
    "plt.title('Dendritic Calcium Conductance',fontsize=16)\n",
    "# plt.savefig('PresentationsFigures/dendriticConductance')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(8,6))\n",
    "plt.scatter(dPost,apAmp,c='k')\n",
    "plt.xlabel('Dendritic Length After Site',fontsize=16)\n",
    "plt.ylabel('AP Amplitude @125µm from Soma',fontsize=16)\n",
    "#plt.xlim(0,2000)\n",
    "plt.xticks(fontsize=16);\n",
    "plt.yticks(fontsize=16);\n",
    "# plt.savefig('PresentationsFigures/ScatterBranchingAP')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Creating cell : 29_CDK170205_registered_D2\n",
      "\t1 \n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "Text(0.5, 0, 'Z axis')"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create Cell\n",
    "for sec in h.allsec(): h.delete_section(sec=sec)\n",
    "\n",
    "# Usage example:\n",
    "cell_params = {\n",
    "    'cellID': 1,\n",
    "    'dendNa': [4, 2, 150, True],\n",
    "    'dendK': [0.02, 1000, True, False],\n",
    "    'dxSeg': 5,\n",
    "    'fixDiam': None\n",
    "}\n",
    "\n",
    "cell1 = L23(**cell_params)\n",
    "\n",
    "coordPlot = [[],[-75,180]]\n",
    "\n",
    "secList = h.SectionList([sec for sec in h.allsec() if 'axon' not in str(sec) and 'ais' not in str(sec)])\n",
    "for sec in secList:\n",
    "    sec.v = -80\n",
    "    if 'apic' in str(sec):\n",
    "        sec.v = -20\n",
    "\n",
    "# ps = h.PlotShape(secList, False)\n",
    "# ps.scale(-80,40)\n",
    "# ps.variable('v')\n",
    "# fig = plt.figure(figsize=(12,8))\n",
    "# ax = ps.plot(fig)\n",
    "# ax.view_init(-75,20) # -75, 200\n",
    "# plt.xlabel('X axis')\n",
    "# plt.ylabel('Y axis')\n",
    "# # ax.set_zlabel('Z axis')\n",
    "# plt.show()\n",
    "\n",
    "\n",
    "\n",
    "# Collect 3D coordinates\n",
    "x, y, z = [], [], []\n",
    "v = []  # membrane potential values\n",
    "\n",
    "for sec in secList:\n",
    "    n3d = int(h.n3d(sec=sec))\n",
    "    for i in range(n3d):\n",
    "        x.append(h.x3d(i, sec=sec))\n",
    "        y.append(h.y3d(i, sec=sec))\n",
    "        z.append(h.z3d(i, sec=sec))\n",
    "        v.append(sec.v)\n",
    "\n",
    "# Create visualization\n",
    "fig = plt.figure(figsize=(12, 8))\n",
    "ax = fig.add_subplot(111, projection='3d')\n",
    "\n",
    "# Plot the points colored by membrane potential\n",
    "scatter = ax.scatter(x, y, z, c=v, cmap='viridis', \n",
    "                    vmin=-80, vmax=40)\n",
    "\n",
    "# Add a colorbar\n",
    "plt.colorbar(scatter, label='Membrane Potential (mV)')\n",
    "\n",
    "# Set the view angle\n",
    "ax.view_init(-75, 20)\n",
    "\n",
    "# Labels\n",
    "ax.set_xlabel('X axis')\n",
    "ax.set_ylabel('Y axis')\n",
    "ax.set_zlabel('Z axis')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Creating cell : L23\n",
      "\t0 \n",
      "\t1 \n",
      "\t1 \n",
      "\t1 \n",
      "\t1 \n",
      "Creating cell : L23\n",
      "\t0 \n",
      "\t1 \n",
      "\t1 \n",
      "\t1 \n",
      "\t1 \n",
      "Creating cell : L23\n",
      "\t0 \n",
      "\t1 \n",
      "\t1 \n",
      "\t1 \n",
      "\t1 \n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x120d50d30>"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2600x600 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Show different K values for cat cell \n",
    "NK = 3\n",
    "kVal = np.linspace(0.01,0.09,NK)\n",
    "kCol = np.linspace(0,1,NK)\n",
    "fig = plt.figure(figsize=(26,6))\n",
    "labelName = ['low KvA','medium KvA','strong KvA']\n",
    "\n",
    "for k in range(NK):   \n",
    "    for sec in h.allsec(): h.delete_section(sec=sec)\n",
    "    cell1 = L23(cellID=0,dendNa=[5,5,150,True],dendK=[kVal[k],100,True,False],dxSeg=5,fixDiam=None)\n",
    "    \n",
    "    # Record response of AP at all desired sites\n",
    "    stim1 = nfx.attachCC(cell1.soma, delay=5, dur=1, amp=3.5, loc=0.5) # set stim up for somatic injection\n",
    "\n",
    "    # Find Sites and Set up Recording Vectors\n",
    "    distance = 125\n",
    "    dName,dSeg,dPost,dPre,dBrDist = mfx.findSites(cell1.soma, distance, method='struct', dends=cell1.dends, incDiam=False)[0:5]\n",
    "    \n",
    "    startDistance = []\n",
    "    for d in dName:\n",
    "        startDistance.append(h.distance(cell1.soma(1),d(0)))\n",
    "    \n",
    "    idxDistance = np.where(np.array(startDistance)>0) #used to be 50\n",
    "    \n",
    "    # Record peak of AP in all the sites\n",
    "    vsec,tv = mfx.recordSites(dName,dSeg)\n",
    "    csec = mfx.recordSites(dName,dSeg,recordVariable='_ref_ica')[0]\n",
    "    \n",
    "    # Simulate Data\n",
    "    nfx.simulate(tstop=25,v_init=-75,celsius=35)\n",
    "    \n",
    "    gca_sec = []\n",
    "    for ica,v in zip(csec,vsec):\n",
    "        gca_sec.append(nfx.conductanceFromCurrent(ica,v,cell1.Eca))\n",
    "\n",
    "    # Analyze Data\n",
    "    vData = np.array(vsec)\n",
    "    apAmp = np.amax(vData,axis=1)\n",
    "    gcaData = np.array(gca_sec)\n",
    "    gcAmp = np.amax(gcaData,axis=1)\n",
    "    \n",
    "    # Reset Stim\n",
    "    stim1 = None\n",
    "    \n",
    "    # Plot the results for this cell\n",
    "    plt.subplot(1,3,1)\n",
    "    p = plt.scatter(dPost[idxDistance],apAmp[idxDistance],color=(kCol[k],0,0),s=50)\n",
    "    m, b = np.polyfit(dPost[idxDistance],apAmp[idxDistance], 1)\n",
    "    plt.plot([0,400],b + [m*0,m*400],c=p.get_facecolor()[0][0:3])\n",
    "    \n",
    "    plt.subplot(1,3,2)\n",
    "    p = plt.scatter(apAmp[idxDistance],gcAmp[idxDistance],label='{}'.format(labelName[k]),color=(kCol[k],0,0),s=50)\n",
    "\n",
    "# And label \n",
    "plt.subplot(1,3,1)\n",
    "plt.xticks(np.arange(0,401,100),fontsize=24)\n",
    "plt.yticks(fontsize=24)\n",
    "#plt.ylim(-40,45)\n",
    "plt.xlabel('Dendritic Brancoing',fontsize=24)\n",
    "plt.ylabel('AP Amplitude',fontsize=24)\n",
    "#plt.xlim(0,45)\n",
    "\n",
    "plt.subplot(1,3,2)\n",
    "plt.xticks(np.arange(-40,41,20),fontsize=24)\n",
    "plt.yticks(fontsize=24)\n",
    "#plt.ylim(0,1)\n",
    "plt.xlabel('AP Amplitude',fontsize=24)\n",
    "plt.ylabel('Calcium Conductance',fontsize=24)\n",
    "plt.legend(fontsize=16)\n",
    "#plt.xlim(0,45)\n",
    "\n",
    "# -- and show the conductances --\n",
    "xx = np.arange(0,300)\n",
    "plt.subplot(1,3,3)\n",
    "nav = np.array(5*17)+np.array(17*0*np.exp(-xx/150))\n",
    "plt.plot(xx,nav,c='b',label='NaV')\n",
    "for k in range(NK):\n",
    "    kva = np.array(1000*kVal[k])+np.array(xx/100)\n",
    "    plt.plot(xx,kva,color=(kCol[k],0,0),label='KvA')\n",
    "\n",
    "#plt.ylim(0,70)\n",
    "plt.xlabel('Distance (µm)',fontsize=24)\n",
    "plt.ylabel('Conductance (pS/µm2)',fontsize=24)\n",
    "plt.xticks(fontsize=24)\n",
    "plt.yticks(fontsize=24)\n",
    "plt.legend(fontsize=16)\n",
    "#plt.savefig('PresentationsFigures/DecrementDensity_FlatSodium')\n",
    "#plt.scatter(dd,kd,c='r')"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "neuron",
   "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": "3.9.21"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}