{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "### Bioscrape Lineages" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Example 1: The Bistable Toggle and Rules\n", "## In this example, we will load the Bistable Toggle SBML Model made from BioCRNpyler and Simulate cell Growth and Division Using Rules\n", "\n", "## _A cell will grow increasing volume and then divide in two, decreasing volume. Species can be partitioned using a VolumeSplitter. Available partitioning methods are:_\n", "* \"binomial\"\n", "* \"perfect\" (proportional to volume)\n", "* \"duplicate\"\n", "* \"custom\" (untested functionality for custom partitioning)\n", "\n", "### Cells will grow at a constant rate using a \"linear\" volume rule. \n", "\n", "Other volume rules include: \n", "* __\"multiplicative\"__ (for exponentially growing volume)\n", "* __\"assignment\"__ where the volume is set to any function (key \"equation\")\n", "* __\"ode\"__ where $\\frac{dV}{dt} = F(state, time)$ is integrated with a Eulers method\n", "\n", "### Cells will divide deterministically whenever they have grown by an amount $\\Delta$ using a \"deltaV\" division rule\n", "* Each division rule may have its own, unique, volume splitter\n", "\n", "Other division rules include:\n", "* \"__time__\" where a cell will divide ever $T$ time (key \"threshold\"). \n", "* \"__volume__\" where a cell will divide at some volume threshold (key \"threshold\").\n", "* \"__general__\" where a cell divides if a general algebraic expression (key \"equation\") is greater than 0.\n", "\n", "### Cells can also die deterministically using death rules, but we have not used these in the model.\n", "Possible death rules include:\n", "* \"__species__\" where the cell will die if a certain species (key \"species\") is \">\", \"<\", or \"=\" (key \"comp\") to a threshold (key \"threshold\").\n", "* \"__param__\" which is like a species death rule, but for a certain parameter (key \"param\").\n", "* \"__general__\" which is like a general division rule." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Species in Mtoggle ['protein_lacI', 'rna_lacI_tetR', 'dna_lacI_tetR', 'protein_tetR', 'rna_tetR_lacI', 'dna_tetR_lacI']\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/murray/anaconda3/envs/python3.7-be240/lib/python3.7/site-packages/bioscrape/sbmlutil.py:209: UserWarning: Compartments, UnitDefintions, Events, and some other SBML model components are not recognized by bioscrape. Refer to the bioscrape wiki for more information.\n", " warnings.warn('Compartments, UnitDefintions, Events, and some other SBML model components are not recognized by bioscrape. ' +\n" ] } ], "source": [ "from bioscrape.lineage import LineageModel, LineageVolumeSplitter #For building our Model\n", "from bioscrape.lineage import py_SimulateCellLineage\n", "import numpy as np\n", "import pylab as plt\n", "import time as pytime\n", "from time import process_time \n", "\n", "#Load Toggle CRN\n", "\n", "vsplit_options = {\n", " \"default\":\"binomial\",\n", " \"volume\":\"binomial\",\n", " \"dna_lacI_tetR\":\"duplicate\",\n", " \"dna_tetR_lacI\":\"duplicate\"\n", "}\n", "copy_number = 1\n", "x0 = {\"dna_lacI_tetR\": copy_number, \"dna_tetR_lacI\":copy_number}\n", "Mtoggle = LineageModel(sbml_filename = \"ToggleCRN.sbml\", initial_condition_dict = x0)\n", "\n", "print(\"Species in Mtoggle\", list(Mtoggle.get_species()))\n", "\n", "g = .1\n", "vsplit = LineageVolumeSplitter(Mtoggle, options = vsplit_options)\n", "#Model Division and Volume with Deterministic Rules\n", "Delta = 1\n", "Mtoggle.create_division_rule(\"deltaV\", {\"threshold\":Delta}, vsplit)\n", "Mtoggle.create_volume_rule(\"linear\", {\"growth_rate\":g})" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Simulating\n", "Simulation Complete in 0.10368900000000014 s\n", "Total Cells Simulated = 1023 \n", "Cells of each generation: [1, 2, 4, 8, 16, 32, 64, 128, 256, 512]\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/murray/anaconda3/envs/python3.7-be240/lib/python3.7/site-packages/ipykernel_launcher.py:5: UserWarning: Uninitialized Model Passed into ModelCSimInterface. Model.py_initialize() called automatically.\n", " \"\"\"\n" ] } ], "source": [ "#Do the simulation!\n", "timepoints = np.linspace(0, 100, 100)\n", "print(\"Simulating\")\n", "ts = process_time()\n", "lineage = py_SimulateCellLineage(timepoints = timepoints, Model = Mtoggle)\n", "te = process_time()\n", "print(\"Simulation Complete in\", te-ts, \"s\")\n", "\n", "#Lineage objects effectively trees. They contain a are lists of Schnitzes, each with a parent and 2 daughters (which could be none)\n", "\n", "#For analysis and plotting purposes, it can be effective to use the function get_schnitzes_by_generation\n", "#this returns a list of lists where the ith entry is a list of all Schnitzes of generation i\n", "sch_tree = lineage.get_schnitzes_by_generation()\n", "print(\"Total Cells Simulated = \", sum([len(L) for L in sch_tree]),\"\\nCells of each generation:\", [len(L) for L in sch_tree], )" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Plotting\n" ] }, { "data": { "text/plain": [ "Text(0, 0.5, 'LacI - TetR')" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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