{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Superimpose Structures via PyMOL by python script\n", "\n", "This notebook was prompted by a response to [this biostars question](https://www.biostars.org/p/9528492/#9528492). \n", "It assumes you worked through the code on the 'Index' notebook and then the first available notebook in this series already.\n", "\n", "Note, that the Biostar's question specifically asked to use PyMOL's `super` command. I generally use `pair_fit` in PyMOL when I need precise per residue matching, and as discussed [here](https://nbviewer.org/github/fomightez/cl_demo-binder/blob/master/notebooks/Determine%20residues%20that%20match%20to%20a%20reference%20from%20MSA%20and%20use%20to%20construct%20fit%20commands.ipynb) prefer these days to let [TM-align](https://zhanggroup.org/TM-align/) do 'overall' structure-to-structure structural alignments.\n", "\n", "\n", "\n", "----\n", "\n", "
\n", "

If you haven't used one of these notebooks before, they're basically web pages in which you can write, edit, and run live code. They're meant to encourage experimentation, so don't feel nervous. Just try running a few cells and see what happens!.

\n", "\n", "

\n", " Some tips:\n", "

\n", "

\n", "
\n", "\n", "\n", "---\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Preparation\n", "\n", "The intial parts to set up to send commands to PyMol are the same and so we'll define those as block of code we can prepend in front of special things to do." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "init_block = '''#!/usr/bin/python\n", "\n", "import sys, os\n", "\n", "# pymol environment\n", "moddir='/opt/pymol-svn/modules'\n", "sys.path.insert(0, moddir)\n", "os.environ['PYMOL_PATH'] = os.path.join(moddir, 'pymol/pymol_path')\n", "\n", "import pymol\n", "'''" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "With a block of code defined that we can use within this running notebook, we can now step through each of the basic steps to get a structure and make an image using it with PyMol.\n", "\n", "(Note that to better match the posted questions this was in response to, the `cmd = pymol.cmd` shortening trick wasn't used here in this notebook, unlike others.) " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Retrieving a structure" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's define a command to get a structure. As pdb format. Because I found `cif` format didn't work well with multiple `load` commands." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "cmd2run = \"cmd.fetch('1rpu', type='pdb')\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's use the `init_block` now to combine it with the command to run and make a script to get a structure file." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Writing 'script_txt' (str) to file 'script_f.py'.\n" ] } ], "source": [ "script_txt = init_block + cmd2run\n", "%store script_txt >script_f.py" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's run that script and get the structure." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "!pymol -cq script_f.py" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's see if that got the structure by running the next cell which shows the contents of that directory." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1f9j.pdb demo_palette.ipynb\r\n", "1rpu.pdb demo_residue_secondary_structure.ipynb\r\n", "1yx5.pdb demo_superimpose.ipynb\r\n", "demo4super.png illustrate_std_demo.ipynb\r\n", "demo_apply_combo.ipynb script_f.py\r\n", "demo_colors.ipynb script_o.py\r\n", "demo_orient.ipynb\r\n" ] } ], "source": [ "ls" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that `1rpu.pdb` is now among the list of files in the working directory." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Superposition followed by making an image after superposition\n", "\n", "First, with an example adapted from [the PyMOL wiki documentation of the super command](https://pymolwiki.org/index.php/Super):" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "cmds2run = '''pymol.cmd.fetch('1f9j', type='pdb')\n", "pymol.cmd.fetch('1yx5', type='pdb')\n", "pymol.cmd.extract(\"1f9j_A\", \"1f9j and chain A\")\n", "pymol.cmd.extract(\"1yx5_B\", \"1yx5 and chain B\")\n", "pymol.cmd.super('1f9j_A', '1yx5_B')\n", "pymol.cmd.color (\"grey90\", \"chain A\")\n", "pymol.cmd.color (\"skyblue\", \"1f9j_A\")\n", "pymol.cmd.color (\"lightmagenta\", \"chain B\")\n", "pymol.cmd.color (\"tv_orange\", \"chain B\")\n", "pymol.cmd.set (\"ray_opaque_background\", 0)\n", "pymol.cmd.bg_color (\"white\")\n", "pymol.cmd.set (\"cartoon_fancy_helices\", 1)\n", "pymol.cmd.set (\"cartoon_side_chain_helper\", \"on\")\n", "pymol.cmd.hide (\"everything\", \"all\")\n", "pymol.cmd.show (\"cartoon\", \"all\")\n", "pymol.cmd.center(\"1yx5_B\")\n", "pymol.cmd.zoom(\"1yx5_B\")\n", "pymol.cmd.set (\"fog_start\", 0.90)\n", "pymol.cmd.png('demo4super.png', 800, 800, dpi=300, ray=1)\n", "'''" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Writing 'script_txt' (str) to file 'script_o.py'.\n" ] } ], "source": [ "script_txt = init_block + cmds2run\n", "%store script_txt >script_o.py\n", "!pymol -cq script_o.py" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1f9j.pdb demo_palette.ipynb\r\n", "1rpu.pdb demo_residue_secondary_structure.ipynb\r\n", "1yx5.pdb demo_superimpose.ipynb\r\n", "demo4super.png illustrate_std_demo.ipynb\r\n", "demo_apply_combo.ipynb script_f.py\r\n", "demo_colors.ipynb script_o.py\r\n", "demo_orient.ipynb\r\n" ] } ], "source": [ "ls" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from IPython.display import Image\n", "Image(\"demo4super.png\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To illustrate very clearly the effect of the superposition command, go back up to the block of 'cmds2run' code just above and place a `#` symbol in front of the line of code that reads `pymol.cmd.super('1f9j_A', '1yx5_B')` to comment out that line. Then re-reun that cell and the rest just above this comment." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Superposition with structures in biostars question" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "cmds2run = '''pymol.cmd.fetch('6ufo', type='pdb')\n", "pymol.cmd.fetch('4xmb', type='pdb')\n", "pymol.cmd.load('6ufo.pdb')\n", "pymol.cmd.load('4xmb.pdb')\n", "pymol.cmd.super('6ufo', '4xmb')\n", "pymol.cmd.set (\"ray_opaque_background\", 0)\n", "pymol.cmd.bg_color (\"white\")\n", "pymol.cmd.set (\"cartoon_fancy_helices\", 1)\n", "pymol.cmd.set (\"cartoon_side_chain_helper\", \"on\")\n", "pymol.cmd.hide (\"everything\", \"all\")\n", "pymol.cmd.show (\"cartoon\", \"all\")\n", "pymol.cmd.center(\"chain A\")\n", "pymol.cmd.zoom(\"chain A\")\n", "pymol.cmd.set (\"fog_start\", 0.80)\n", "pymol.cmd.rotate([1,1,1], -90, \"chain A\")\n", "pymol.cmd.png('super.png', 640, 640, dpi=300, ray=1)\n", "'''" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Writing 'script_txt' (str) to file 'script_o.py'.\n" ] } ], "source": [ "script_txt = init_block + cmds2run\n", "%store script_txt >script_o.py\n", "!pymol -cq script_o.py" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1f9j.pdb demo_orient.ipynb\r\n", "1rpu.pdb demo_palette.ipynb\r\n", "1yx5.pdb demo_residue_secondary_structure.ipynb\r\n", "4xmb.pdb demo_superimpose.ipynb\r\n", "6ufo.pdb illustrate_std_demo.ipynb\r\n", "demo4super.png script_f.py\r\n", "demo_apply_combo.ipynb script_o.py\r\n", "demo_colors.ipynb super.png\r\n" ] } ], "source": [ "ls" ] } ], "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": "3.8.13" } }, "nbformat": 4, "nbformat_minor": 2 }