{ "cells": [ { "cell_type": "markdown", "id": "31536271", "metadata": {}, "source": [ "# Vivarium E. coli Composites\n", "\n", "Here we demonstrate how to combine the processes in our simulation to demonstrate how they work together.\n", "\n", "This tutorial demonstrates how to build composites with the following processes:\n", "\n", "1. Transcript initiation + transcript elongation\n", "2. Polypeptide initiation + polypeptide elongation\n", "3. Polypeptide initiation + polypeptide elongation + complexation\n", " \n", " \n", "**Future Directions:**\n", "- Demonstrate:\n", " 1. Ecoli master partitioned\n", " 2. Cell division\n", " 3. Vivarium ecoli colonies\n", "\n", "**Miscellaneous notes/ideas:**\n", "- consider adding interactive widgets (plotly) - users can click boxes to choose which molecules to plot" ] }, { "cell_type": "code", "execution_count": 28, "id": "1a874047", "metadata": {}, "outputs": [], "source": [ "# Make sure notebook runs out of vivarium-ecoli directory\n", "import sys, os\n", "\n", "# get the path to the notebook, and change working directory\n", "notebook_path = sys.path[0][:sys.path[0].index('notebooks')]\n", "sys.path.append(notebook_path)\n", "os.chdir(sys.path[-1])\n", "cwd = os.getcwd()\n", " \n", "# print the current directory\n", "# print(\"Current working directory is:\", cwd)" ] }, { "cell_type": "markdown", "id": "da299ec6", "metadata": { "tags": [] }, "source": [ "## Load the required components" ] }, { "cell_type": "markdown", "id": "99b85cd0", "metadata": {}, "source": [ "### Module imports" ] }, { "cell_type": "code", "execution_count": 2, "id": "3788b393", "metadata": {}, "outputs": [], "source": [ "from vivarium.core.process import Process\n", "from vivarium.core.composer import Composite\n", "from vivarium.core.store import Store\n", "from vivarium.core.engine import Engine, pp\n", "from vivarium.core.composition import simulate_process, simulate_composite\n", "from vivarium.plots.topology import plot_topology\n", "from vivarium.plots.simulation_output import plot_variables\n", "from ecoli.processes.registries import topology_registry\n", "import ecoli\n", "import copy" ] }, { "cell_type": "markdown", "id": "c5af7179", "metadata": {}, "source": [ "### Load sim_data\n", "\n", "This unpickles and `sim_data` object, which holds model parameters from wcEcoli.\n", "`LoadSimData` includes functions to retrieve individual processes' parameters, which can be modified and passed into their respective process models." ] }, { "cell_type": "code", "execution_count": 3, "id": "c37b5e2b", "metadata": {}, "outputs": [], "source": [ "from ecoli.library.sim_data import LoadSimData\n", "\n", "SIM_DATA_PATH = 'reconstruction/sim_data/kb/simData.cPickle'\n", "\n", "load_sim_data = LoadSimData(\n", " sim_data_path=SIM_DATA_PATH,\n", " seed=0)" ] }, { "cell_type": "markdown", "id": "0092ca88", "metadata": {}, "source": [ "### Get initial state snapshot\n", "\n", "`initial_state` is a dict with the initial state of the system -- a snapshot saved from wcEcoli." ] }, { "cell_type": "code", "execution_count": 4, "id": "22b131f2", "metadata": {}, "outputs": [], "source": [ "from ecoli.composites.ecoli_master import get_state_from_file\n", "\n", "INITIAL_STATE_PATH = 'data/wcecoli_t1000.json'\n", "\n", "initial_state = get_state_from_file(path=INITIAL_STATE_PATH)" ] }, { "cell_type": "markdown", "id": "0414f33e", "metadata": {}, "source": [ "### Helper functions for executing the notebook" ] }, { "cell_type": "code", "execution_count": 5, "id": "1761fea1", "metadata": {}, "outputs": [], "source": [ "schema_keys = Store.schema_keys\n", "\n", "def make_port_printout(ports_schema, depth=0, schema_show=5, filler_size=5):\n", " print_dict = ''\n", " filler = filler_size * ' '\n", " for port, schema in ports_schema.items():\n", " if isinstance(schema, dict):\n", " schemavars = list(schema.keys())\n", " if any(var in schemavars for var in schema_keys):\n", " print_schema = ''\n", " for k, v in schema.items():\n", " print_schema += f'{(depth+1) * filler} {k}: {v}\\n'\n", " print_dict += f'{depth * filler}{port}:\\n{print_schema}\\n'\n", " else:\n", " schema_items = schema.items()\n", " first_schema = dict(list(schema_items)[:schema_show])\n", " next_print = make_port_printout(first_schema, depth+1)\n", " print_dict += f'{port}:\\n{next_print}\\n'\n", " if len(schema) > schema_show:\n", " print_dict += f'{(depth+1) * filler}'\n", " print_dict += f'... skipping {len(schema)-schema_show} schema entries ...'\n", " print_dict += f'\\n\\n'\n", " else:\n", " print_dict += f'{filler}{schema}\\n'\n", " return print_dict\n", "\n", "def find_increasing(d):\n", " for key, value in d.items():\n", " if value[-1] > value[0]:\n", " return {key: value}\n", " \n", "def find_decreasing(d):\n", " for key, value in d.items():\n", " if value[-1] < value[0]:\n", " return {key: value}" ] }, { "cell_type": "markdown", "id": "77373db3", "metadata": {}, "source": [ "## Transcript Initiation + Transcript Elongation" ] }, { "cell_type": "markdown", "id": "8a68c48d", "metadata": {}, "source": [ "Description:" ] }, { "cell_type": "markdown", "id": "cff70c34", "metadata": {}, "source": [ "### Transcript Initiation Process" ] }, { "cell_type": "code", "execution_count": 7, "id": "a1626c00", "metadata": {}, "outputs": [], "source": [ "from ecoli.processes.transcript_initiation import TranscriptInitiation\n", "\n", "# load in parameters\n", "ti_params = load_sim_data.get_transcript_initiation_config()\n", "\n", "# initialize process and topology\n", "transcript_initiation = TranscriptInitiation(ti_params)\n", "\n", "ti_topology = topology_registry.access(transcript_initiation.name)" ] }, { "cell_type": "markdown", "id": "f3541de8", "metadata": {}, "source": [ "### Transcript Elongation Process" ] }, { "cell_type": "code", "execution_count": 8, "id": "7a5e326b", "metadata": {}, "outputs": [], "source": [ "from ecoli.processes.transcript_elongation import TranscriptElongation\n", "\n", "# load in parameters\n", "te_params = load_sim_data.get_transcript_elongation_config()\n", "\n", "# initialize process and topology\n", "transcript_elongation = TranscriptElongation(te_params)\n", "\n", "te_topology = topology_registry.access(transcript_elongation.name)" ] }, { "cell_type": "markdown", "id": "83741b78", "metadata": {}, "source": [ "### Transcript Initiation/Elongation Composite" ] }, { "cell_type": "code", "execution_count": 9, "id": "cfb6c9ca", "metadata": {}, "outputs": [], "source": [ "# generate composite model\n", "tite_composite = Composite({\n", " 'processes': {\n", " transcript_initiation.name: transcript_initiation,\n", " transcript_elongation.name: transcript_elongation\n", " },\n", " 'topology': {\n", " transcript_initiation.name: ti_topology,\n", " transcript_elongation.name: te_topology\n", " }\n", "})" ] }, { "cell_type": "code", "execution_count": 10, "id": "33b55eb8", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot topology\n", "tite_topology_plot_settings = {\n", " 'node_labels': {\n", " 'ecoli-transcript-initiation': 'ecoli\\ntranscript\\ninitiation',\n", " 'ecoli-transcript-elongation': 'ecoli\\ntranscript\\nelongation',\n", " 'unique\\nfull_chromosome': 'unique\\nfull_\\nchromosome',\n", " 'listeners\\nrna_synth_prob': 'listeners\\nrna_synth_\\nprob',\n", " 'listeners\\nribosome_data': 'listeners\\nribosome_\\ndata',\n", " 'listeners\\ntranscript_elongation_listener': '\\nlisteners\\ntranscript_\\nelongation_\\nlistener'\n", " },\n", " 'show_ports': False,\n", " 'node_size': 17000,\n", " 'node_distance': 3.3,\n", " 'dashed_edges': True,\n", " 'font_size': 18,\n", " 'graph_format': 'hierarchy',\n", " 'coordinates': {'ecoli-transcript-initiation': (4, 2),\n", " 'ecoli-transcript-elongation': (6, 2)}\n", "}\n", "\n", "tite_topology_fig = plot_topology(tite_composite, tite_topology_plot_settings)" ] }, { "cell_type": "code", "execution_count": 11, "id": "1ebb2c8c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Simulation ID: 4145eed4-2089-11ec-91cf-8c85908ac627\n", "Created: 09/28/2021 at 11:24:02\n", "Completed in 3.67 seconds\n" ] } ], "source": [ "# run simulation and retrieve final data\n", "tite_settings = {\n", " 'total_time': 10,\n", " 'initial_state': initial_state\n", " }\n", "\n", "tite_data = simulate_composite(tite_composite, tite_settings)" ] }, { "cell_type": "code", "execution_count": 12, "id": "dd55c3d4", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{ '00262218957576': {'coordinates': [-502204]},\n", " '00750247647327': {'coordinates': [-497097]},\n", " '00769434732279': {'coordinates': [-978472]},\n", " '00805561876976': {'coordinates': [249612]},\n", " '00873723249559': {'coordinates': [-502317, -502415]},\n", " '00915180998890': {'coordinates': [-1107999]},\n", " '01085856505979': {'coordinates': 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{'coordinates': [-1404686]},\n", " '98888199125576': {'coordinates': [680426]},\n", " '98903238769275': {'coordinates': [-458868, -458966]},\n", " '99008828651076': {'coordinates': [-926802]},\n", " '99076189250608': {'coordinates': [-1404606]},\n", " '99165889721842': { 'coordinates': [ -1194702,\n", " -1194800,\n", " -1194898,\n", " -1194996,\n", " -1195094]},\n", " '99307174099558': {'coordinates': [-1933872]},\n", " '99504991470953': {'coordinates': [1836378, 1836280]},\n", " '99520359031999': {'coordinates': [-1200113]},\n", " '99611172884665': {'coordinates': [-1749538, -1749636]},\n", " '99751195697335': {'coordinates': [282287, 282385, 282483]},\n", " '99767030767372': {'coordinates': [249528]},\n", " '99807295735363': {'coordinates': [242512]},\n", " '99934696765258': {'coordinates': [56515]},\n", " '99939227497358': {'coordinates': [-1404686]},\n", " '99964624734268': {'coordinates': [111659]}}\n" ] } ], "source": [ "# RNA Polymerase binds to and moves along the chromosome\n", "# Depends on ID of RNA Polymerase, which changes with each simulation\n", "\n", "pp(tite_data['unique']['active_RNAP'])" ] }, { "cell_type": "markdown", "id": "53662ba0", "metadata": {}, "source": [ "## Polypeptide Initiation + Polypeptide Elongation" ] }, { "cell_type": "markdown", "id": "2cb1793c", "metadata": {}, "source": [ "Description:" ] }, { "cell_type": "markdown", "id": "275575a0", "metadata": {}, "source": [ "### Polypeptide Initiation Process" ] }, { "cell_type": "code", "execution_count": 15, "id": "9dd4986d", "metadata": {}, "outputs": [], "source": [ "from ecoli.processes.polypeptide_initiation import PolypeptideInitiation\n", "\n", "# load in parameters\n", "pi_params = load_sim_data.get_polypeptide_initiation_config()\n", "\n", "# initialize process and topology\n", "polypeptide_initiation = PolypeptideInitiation(pi_params)\n", "\n", "pi_topology = topology_registry.access(polypeptide_initiation.name)" ] }, { "cell_type": "markdown", "id": "a9e6e019", "metadata": {}, "source": [ "### Polypeptide Elongation Process" ] }, { "cell_type": "code", "execution_count": 16, "id": "bdb364f2", "metadata": {}, "outputs": [], "source": [ "from ecoli.processes.polypeptide_elongation import PolypeptideElongation\n", "\n", "# load in parameters\n", "pe_params = load_sim_data.get_polypeptide_elongation_config()\n", "\n", "# initialize process and topology\n", "polypeptide_elongation = PolypeptideElongation(pe_params)\n", "\n", "pe_topology = topology_registry.access(polypeptide_elongation.name)" ] }, { "cell_type": "markdown", "id": "aa7f2482", "metadata": {}, "source": [ "### Polypeptide Initiation/Elongation Composite" ] }, { "cell_type": "code", "execution_count": 17, "id": "b7d29be7", "metadata": {}, "outputs": [], "source": [ "# generate composite model\n", "pipe_composite = Composite({\n", " 'processes': {\n", " polypeptide_initiation.name: polypeptide_initiation,\n", " polypeptide_elongation.name: polypeptide_elongation\n", " },\n", " 'topology': {\n", " polypeptide_initiation.name: pi_topology,\n", " polypeptide_elongation.name: pe_topology\n", " }\n", "})" ] }, { "cell_type": "code", "execution_count": 18, "id": "2575523c", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot topology\n", "pipe_topology_plot_settings = {\n", " 'node_labels': {\n", " 'ecoli-polypeptide-initiation': 'ecoli\\npolypeptide\\ninitiation',\n", " 'ecoli-polypeptide-elongation': 'ecoli\\npolypeptide\\nelongation',\n", " 'unique\\nactive_ribosome': 'unique\\nactive_\\nribosome',\n", " 'process_state\\npolypeptide_elongation': 'process_state\\npolypeptide_\\nelongation'\n", " },\n", " 'show_ports': False,\n", " 'node_size': 17000,\n", " 'node_distance': 3.8,\n", " 'dashed_edges': True,\n", " 'font_size': 17,\n", " 'graph_format': 'hierarchy',\n", " 'coordinates': {'ecoli-polypeptide-initiation': (3, 2),\n", " 'ecoli-polypeptide-elongation': (5, 2)}\n", "}\n", "\n", "pipe_topology_fig = plot_topology(pipe_composite, pipe_topology_plot_settings)" ] }, { "cell_type": "code", "execution_count": 19, "id": "ead7c144", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Simulation ID: 740cd13e-2089-11ec-91cf-8c85908ac627\n", "Created: 09/28/2021 at 11:25:28\n", "Completed in 7.78 seconds\n" ] } ], "source": [ "# run simulation and retrieve final data\n", "pipe_settings = {\n", " 'total_time': 10,\n", " 'initial_state': initial_state\n", " }\n", "\n", "pipe_data = simulate_composite(pipe_composite, pipe_settings)" ] }, { "cell_type": "markdown", "id": "758cc43d", "metadata": {}, "source": [ "## Polypeptide Initiation + Polypeptide Elongation + Complexation" ] }, { "cell_type": "markdown", "id": "fbfdf6f3", "metadata": {}, "source": [ "Description:" ] }, { "cell_type": "code", "execution_count": 20, "id": "fa20c576", "metadata": {}, "outputs": [], "source": [ "from vivarium.core.composer import Composite\n", "from ecoli.processes.polypeptide_initiation import PolypeptideInitiation\n", "from ecoli.processes.polypeptide_elongation import PolypeptideElongation\n", "from ecoli.processes.complexation import Complexation" ] }, { "cell_type": "markdown", "id": "e449621b", "metadata": {}, "source": [ "### Polypeptide Initiation Process" ] }, { "cell_type": "code", "execution_count": 21, "id": "7b507f5c", "metadata": {}, "outputs": [], "source": [ "from ecoli.processes.polypeptide_initiation import PolypeptideInitiation\n", "\n", "# load in parameters\n", "pi_params = load_sim_data.get_polypeptide_initiation_config()\n", "\n", "# initialize process and topology\n", "polypeptide_initiation = PolypeptideInitiation(pi_params)\n", "\n", "pi_topology = topology_registry.access(polypeptide_initiation.name)" ] }, { "cell_type": "markdown", "id": "bc65af30", "metadata": {}, "source": [ "### Polypeptide Elongation Process" ] }, { "cell_type": "code", "execution_count": 22, "id": "831b143d", "metadata": {}, "outputs": [], "source": [ "from ecoli.processes.polypeptide_elongation import PolypeptideElongation\n", "\n", "# load in parameters\n", "pe_params = load_sim_data.get_polypeptide_elongation_config()\n", "\n", "# initialize process and topology\n", "polypeptide_elongation = PolypeptideElongation(pe_params)\n", "\n", "pe_topology = topology_registry.access(polypeptide_elongation.name)" ] }, { "cell_type": "markdown", "id": "60fe2245", "metadata": {}, "source": [ "### Complexation Process" ] }, { "cell_type": "code", "execution_count": 23, "id": "456e17bd", "metadata": {}, "outputs": [], "source": [ "from ecoli.processes.complexation import Complexation\n", "\n", "# load in parameters\n", "cplx_config = load_sim_data.get_complexation_config()\n", "\n", "# initialize process and topology\n", "complexation = Complexation(cplx_config)\n", "\n", "cplx_topology = topology_registry.access(complexation.name)" ] }, { "cell_type": "markdown", "id": "12ce6356", "metadata": {}, "source": [ "### Protein Initiation/Elongation/Complexation Composite" ] }, { "cell_type": "code", "execution_count": 24, "id": "8727a03e", "metadata": {}, "outputs": [], "source": [ "# generate composite model\n", "pipec_composite = Composite({\n", " 'processes': {\n", " polypeptide_initiation.name: polypeptide_initiation,\n", " polypeptide_elongation.name: polypeptide_elongation,\n", " complexation.name: complexation\n", " },\n", " 'topology': {\n", " polypeptide_initiation.name: pi_topology,\n", " polypeptide_elongation.name: pe_topology,\n", " complexation.name: cplx_topology\n", " }\n", "})" ] }, { "cell_type": "code", "execution_count": 25, "id": "8eb3b502", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot topology\n", "pipec_topology_plot_settings = {\n", " 'node_labels': {\n", " 'ecoli-polypeptide-initiation': 'ecoli\\npolypeptide\\ninitiation',\n", " 'ecoli-polypeptide-elongation': 'ecoli\\npolypeptide\\nelongation',\n", " 'ecoli-complexation': 'ecoli\\ncomplexation',\n", " 'unique\\nactive_ribosome': 'unique\\nactive_\\nribosome',\n", " 'process_state\\npolypeptide_elongation': 'process_state\\npolypeptide_\\nelongation',\n", " 'uncharged_trna_total': 'uncharged_\\ntrna_total',\n", " 'charged_trna_total': 'charged_\\ntrna_total',\n", " 'molecules_total': 'molecules_\\ntotal',\n", " 'amino_acids_total': 'amino_acids_\\ntotal'\n", " },\n", " 'show_ports': False,\n", " 'node_size': 17000,\n", " 'node_distance': 3.3,\n", " 'dashed_edges': True,\n", " 'font_size': 17,\n", " 'graph_format': 'hierarchy',\n", " 'coordinates': {'ecoli-polypeptide-initiation': (2, 2),\n", " 'ecoli-polypeptide-elongation': (4, 2),\n", " 'ecoli-complexation': (6, 2)}\n", "}\n", "\n", "pipec_topology_fig = plot_topology(pipec_composite, pipec_topology_plot_settings)" ] }, { "cell_type": "code", "execution_count": 26, "id": "e1393852", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Simulation ID: 7b0fe91c-2089-11ec-91cf-8c85908ac627\n", "Created: 09/28/2021 at 11:25:40\n", "Completed in 8.12 seconds\n" ] } ], "source": [ "# run simulation and retrieve final data\n", "pipec_settings = {\n", " 'total_time': 10,\n", " 'initial_state': initial_state\n", " }\n", "pipec_data = simulate_composite(pipec_composite, pipec_settings)" ] }, { "cell_type": "code", "execution_count": 27, "id": "2a90b633", "metadata": {}, "outputs": [], "source": [ "# Initiation: Ribosome attaches to Rna - makes a new unique RNA molecule / new active ribosome\n", "# Elongation: Ribosome moves along the rna / peptide is created (terminated and released as a monomer protein)\n", "# Complexation: monomer gets complexed \n", "\n", "# look through causality network for examples of each component\n", "# point is: all of these processes are happening in the same simulation" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.8.3" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": false, "sideBar": true, "skip_h1_title": false, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": { "height": "414px", "left": "45px", "top": "131px", "width": "258.32720947265625px" }, "toc_section_display": true, "toc_window_display": true }, "toc-autonumbering": false, "toc-showcode": false, "toc-showmarkdowntxt": false, "toc-showtags": false }, "nbformat": 4, "nbformat_minor": 5 }