Raw File
{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": [],
      "authorship_tag": "ABX9TyOiQlUHjEQCCuQh8yRs7AGq",
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/wagenadl/leechem/blob/master/demo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "5UMJmn6F-uVo",
        "outputId": "9e10e892-81e4-44f1-a763-e50fd84f5485"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
            "Collecting leechem\n",
            "  Downloading leechem-1.2.tar.gz (46 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m46.3/46.3 kB\u001b[0m \u001b[31m2.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25h  Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "Requirement already satisfied: numpy in /usr/local/lib/python3.10/dist-packages (from leechem) (1.22.4)\n",
            "Building wheels for collected packages: leechem\n",
            "  Building wheel for leechem (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for leechem: filename=leechem-1.2-py3-none-any.whl size=51623 sha256=99619724084a8b22d01e2446d4f25fb6d65ebf118fe9af0b5340a1235e50150e\n",
            "  Stored in directory: /root/.cache/pip/wheels/3d/92/b7/dedbd5c705e84e53ddbfef6c03a03886a97cfcdec39b4b7837\n",
            "Successfully built leechem\n",
            "Installing collected packages: leechem\n",
            "Successfully installed leechem-1.2\n"
          ]
        }
      ],
      "source": [
        "!pip install leechem\n"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import leechem\n",
        "import numpy as np\n",
        "import matplotlib.pyplot as plt "
      ],
      "metadata": {
        "id": "xn_hqPk9C5AN"
      },
      "execution_count": 2,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "############ GENERAL PREPARATION #####################################\n",
        "# Connect to the tracing database\n",
        "db = leechem.sbemdb.SBEMDB()\n",
        "\n",
        "# Create a mapping object for converting between various forms of neuron ID\n",
        "mp = leechem.mapping.Mapping()\n"
      ],
      "metadata": {
        "id": "TcqXli1yC75F"
      },
      "execution_count": 3,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "############ VSD/EPHYS EXAMPLE #######################################\n",
        "# Load electrophysiology/VSD trial #9 (an example of local bending)\n",
        "tr = leechem.trials.Trial(9)\n",
        "\n",
        "# Extract timing of electrophysiological stimulus\n",
        "stm = tr.stimuli()['P_VL']\n",
        "tt, t_unit = stm.timestamps()\n",
        "ii, i_unit = stm.trace()\n",
        "\n",
        "# Plot the stimulus\n",
        "plt.interactive(True)\n",
        "plt.figure()\n",
        "plt.plot(tt, ii)\n",
        "plt.xlabel(f'Time ({t_unit})')\n",
        "plt.ylabel(f'dF/F (‰) / stimulus ({i_unit})')\n",
        "\n",
        "# Extract timestamps for the VSD recording\n",
        "tt = tr.vsd().timestamps()[0]\n",
        "\n",
        "# Find ROI associated with cell DE-3(R)\n",
        "roiid = mp.mapCanonicalNameToROIID('3_R')\n",
        "\n",
        "# Extract VSD trace from cell DE-3(R)\n",
        "dff = tr.vsd().trace(roiid)[0]                                               \n",
        "\n",
        "# Plot the VSD trace over the stimulus\n",
        "plt.plot(tt, dff*10)\n",
        "plt.title('VSD trace of DE-3(R) during local bend trial #9')"
      ],
      "metadata": {
        "id": "z6KJllg-DWB_",
        "outputId": "f2576339-34be-4265-f89b-9ec8e89c9ee1",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 507
        }
      },
      "execution_count": 7,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Trial 9 download complete                     \n"
          ]
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Text(0.5, 1.0, 'VSD trace of DE-3(R) during local bend trial #9')"
            ]
          },
          "metadata": {},
          "execution_count": 7
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "############ VSD/EM EXAMPLE ##########################################\n",
        "# Load electrophysiology/VSD trial #6 (an example of fictive swimming)\n",
        "tr = leechem.trials.Trial(6)\n",
        "\n",
        "# Extract timestamps for the VSD recording\n",
        "tt = tr.vsd().timestamps()[0]\n",
        "\n",
        "# Find ROI associated with cell DE-3(R)\n",
        "roiid = mp.mapCanonicalNameToROIID('3_R')\n",
        "\n",
        "# Extract VSD trace from cell DE-3(R)\n",
        "yy=tr.vsd().trace(roiid)[0]                                               \n",
        "\n",
        "# Plot the trace\n",
        "plt.interactive(True)\n",
        "plt.figure()\n",
        "plt.plot(tt, yy)\n",
        "plt.xlabel('Time (s)')\n",
        "plt.ylabel('dF/F (%)')\n",
        "plt.title('VSD trace of DE-3(R) during swim trial #6')\n",
        "\n",
        "# Get list of all trees presynaptic to DE-3\n",
        "pretrees = db.presyntrees()\n",
        "\n",
        "# Construct a dict of ROI IDs associated with those trees and a dict mapping\n",
        "# ROI IDs to synapse counts\n",
        "roimap = {}\n",
        "syncount = {}\n",
        "for tid in pretrees.keys():\n",
        "    roi = mp.mapTreeIDToROIID(tid)\n",
        "    if roi is not None:\n",
        "        roimap[roi] = tid\n",
        "        syncount[roi] = pretrees[tid][0]\n",
        "        \n",
        "# Get ROI IDs in order of decreasing synapse counts\n",
        "rois = list(syncount.keys())\n",
        "counts = [ syncount[roi] for roi in rois ]\n",
        "ordr = np.argsort(counts)\n",
        "rois = [rois[k] for k in ordr][::-1]\n",
        "counts = [counts[k] for k in ordr][::-1]\n",
        "\n",
        "# Retrieve identity of most highly connected neuron\n",
        "name = mp.mapROIIDToCanonicalName(rois[0])\n",
        "\n",
        "# Plot its activity over the previous trace\n",
        "yy=tr.vsd().trace(rois[0])[0]                                               \n",
        "plt.plot(tt, yy)\n",
        "plt.xlabel('Time (s)')\n",
        "plt.ylabel('dF/F (%)')\n",
        "plt.title(f'VSD trace of DE-3(R) and {name} during swim trial #6')\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 507
        },
        "id": "to1Z7MVJ9LlJ",
        "outputId": "4304b7e6-ffb1-4ecd-8e64-229bc6e698c6"
      },
      "execution_count": 8,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Trial 6 download complete                     \n"
          ]
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Text(0.5, 1.0, 'VSD trace of DE-3(R) and 1_R during swim trial #6')"
            ]
          },
          "metadata": {},
          "execution_count": 8
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "############### GEOMETRY EXAMPLE #1 ##################################\n",
        "# Retrieve geometry of DE-3 from database\n",
        "tid = mp.mapCanonicalNameToTreeID('3_R')\n",
        "xyz = db.segments(tid)\n",
        "xyz_soma = db.nodexyz(f'tid=={tid} and typ==1')\n",
        "\n",
        "# Plot it with dorsal side up\n",
        "plt.figure()\n",
        "plt.plot(-xyz[1], xyz[0]) # Plot tree\n",
        "plt.plot(-xyz_soma[1], xyz_soma[0], 'ro') # Plot soma position in red\n",
        "plt.xlabel('Left to right (μm)')\n",
        "plt.ylabel('Dorsal up (μm)')\n",
        "plt.title('Fullly reconstructed tree of DE-3(R)')\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 489
        },
        "id": "ffrHRYO49Q5X",
        "outputId": "0a9ee005-4e75-4552-c1e0-a00b5a1d6ada"
      },
      "execution_count": 9,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Text(0.5, 1.0, 'Fullly reconstructed tree of DE-3(R)')"
            ]
          },
          "metadata": {},
          "execution_count": 9
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# Plot it with anterior up and right to the right\n",
        "plt.figure()\n",
        "plt.plot(-xyz[1], -xyz[2]) # Plot tree\n",
        "plt.plot(-xyz_soma[1], -xyz_soma[2], 'ro') # Plot soma position in red\n",
        "plt.xlabel('Left to right (μm)')\n",
        "plt.ylabel('Anterior up (μm)')\n",
        "plt.title('Fullly reconstructed tree of DE-3(R)')\n",
        "\n",
        "# Retrieve partially traced geometry of DI-1 (the most connected pre-\n",
        "# synaptic partner)\n",
        "tid =  mp.mapCanonicalNameToTreeID('1_R')\n",
        "xyz = db.segments(tid)\n",
        "xyz_soma = db.nodexyz(f'tid=={tid} and typ==1')\n",
        "\n",
        "# Add its tree to the plot\n",
        "plt.plot(-xyz[1], -xyz[2], 'y') # Plot tree\n",
        "plt.plot(-xyz_soma[1], -xyz_soma[2], 'yo') # Plot soma position\n",
        "plt.title('Fullly reconstructed tree of DE-3(R) and partial tree of DI-1(R)')\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 489
        },
        "id": "s4ug9pY69TIu",
        "outputId": "cfbbbe81-9ebc-4ac9-9eeb-5c3c27f8cc1a"
      },
      "execution_count": 10,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Text(0.5, 1.0, 'Fullly reconstructed tree of DE-3(R) and partial tree of DI-1(R)')"
            ]
          },
          "metadata": {},
          "execution_count": 10
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "################ GEOMETRY EXAMPLE #2 #################################\n",
        "# Find distances to all tree nodes in DE-3(R)\n",
        "tid =  mp.mapCanonicalNameToTreeID('3_R')\n",
        "x,y,z,nid = db.somaxyz(tid)\n",
        "dd = db.distanceAlongTree(nid)\n",
        "\n",
        "# Find synapses onto DE-3(R)\n",
        "x,y,z,pretid,posttid,synid,prenid,postnid = db.synapses(f'post.tid={tid}', True)\n",
        "\n",
        "# Now construct a map from presynaptic tree ID to a list of distances\n",
        "# along the DE-3(R) tree of its synapses\n",
        "syndist = {}\n",
        "for k in range(len(pretid)):\n",
        "    if pretid[k] not in syndist:\n",
        "        syndist[pretid[k]] = []\n",
        "    syndist[pretid[k]].append(dd[postnid[k]])\n",
        "for t in syndist:\n",
        "    syndist[t] = np.array(syndist[t])\n",
        "    \n",
        "# Histogram of distances from synapses from DE-1(R) to the soma of DE-3(R):\n",
        "n,x = np.histogram(syndist[mp.mapCanonicalNameToTreeID('1_R')], bins=20)\n",
        "dx = x[1] - x[0]\n",
        "plt.figure()\n",
        "plt.bar((x[:-1] + x[1:])/2, n, dx)\n",
        "plt.xlabel('Distance (μm)')\n",
        "plt.ylabel('Synapse count')\n",
        "plt.title('Postsynaptic distance along tree for synapses from DI-1(R) onto DE-3(R)')\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 489
        },
        "id": "9LP7ksMf9WKU",
        "outputId": "f6b5144a-7b1d-428d-ee2d-525dad82f057"
      },
      "execution_count": 11,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Text(0.5, 1.0, 'Postsynaptic distance along tree for synapses from DI-1(R) onto DE-3(R)')"
            ]
          },
          "metadata": {},
          "execution_count": 11
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "########################## RAW EM DATA EXAMPLE #1 ######################\n",
        "idb = leechem.sbemimage.ImageDB()\n",
        "# A series of 2x-zoom steps into the raw data\n",
        "f, ax = plt.subplots(3,3)\n",
        "x = 30\n",
        "y = 150\n",
        "z = 3000\n",
        "for a in range(9):\n",
        "    ax.flat[8-a].imshow(idb.tile(x, y, z, a), cmap='gray')\n",
        "    x //= 2\n",
        "    y //= 2\n",
        "    ax.flat[8-a].set_title(f'1 : {2**a}')\n",
        "\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 452
        },
        "id": "i0qyK4Vo9acM",
        "outputId": "691696ba-311e-4f1f-e9b3-89a64517fa19"
      },
      "execution_count": 12,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 9 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "########################## RAW EM DATA EXAMPLE #2 ######################\n",
        "# A piece of 5x5 um of raw EM image around a synapse\n",
        "tid_de3 = mp.mapCanonicalNameToTreeID('3_R')\n",
        "tid_di1 = mp.mapCanonicalNameToTreeID('1_R')\n",
        "where = f'post.tid={tid_de3} and pre.tid={tid_di1}'\n",
        "xx,yy,zz,pretid,posttid,synid,prenid,postnid = db.synapses(where, True)\n",
        "\n",
        "k = 49\n",
        "x,y,z = db.onenodexyz(postnid[k])\n",
        "a = 1\n",
        "ix, iy, iz = idb.umtopix(x,y,z, a)\n",
        "sx, sy, sz = idb.voxelsize(a)\n",
        "w = int(5/sx)\n",
        "h = int(5/sy)\n",
        "img = idb.roi(ix-w//2, iy-h//2, iz, w, h, a)\n",
        "plt.figure()\n",
        "plt.imshow(img, cmap='gray', extent=(-2.5, 2.5, 2.5, -2.5))\n",
        "plt.plot(0, 0, '+', color='r')\n",
        "plt.xlabel('X (μm)')    \n",
        "plt.ylabel('Y (μm)')    \n",
        "plt.title('A synapse between DI-1R and DE-3R')\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 489
        },
        "id": "7Inj-2mu9cVK",
        "outputId": "d4e51663-78c3-48cd-8a9a-8f39c9fa8322"
      },
      "execution_count": 13,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Text(0.5, 1.0, 'A synapse between DI-1R and DE-3R')"
            ]
          },
          "metadata": {},
          "execution_count": 13
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [],
      "metadata": {
        "id": "qJw_kp_N9f5W"
      },
      "execution_count": null,
      "outputs": []
    }
  ]
}
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