{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "*This notebook contains material from [PyRosetta](https://RosettaCommons.github.io/PyRosetta.notebooks);\n", "content is available [on Github](https://github.com/RosettaCommons/PyRosetta.notebooks.git).*" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "< [Structure Refinement](http://nbviewer.jupyter.org/github/RosettaCommons/PyRosetta.notebooks/blob/master/notebooks/05.00-Structure-Refinement.ipynb) | [Contents](toc.ipynb) | [Index](index.ipynb) | [Refinement Protocol](http://nbviewer.jupyter.org/github/RosettaCommons/PyRosetta.notebooks/blob/master/notebooks/05.02-Refinement-Protocol.ipynb) >

\"Open" ] }, { "cell_type": "markdown", "metadata": { "nbgrader": { "grade": false, "grade_id": "cell-497f6b30274afb84", "locked": true, "schema_version": 3, "solution": false } }, "source": [ "# High-Resolution Movers\n", "Keywords: keep_history(), MoveMap, SmallMover(), ShearMover(), angle_max(), set_bb(), MinMover(), MonteCarlo(), boltzmann(), TrialMover(), SequenceMover(), RepeatMover()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "!pip install pyrosettacolabsetup\n", "import pyrosettacolabsetup; pyrosettacolabsetup.install_pyrosetta()\n", "import pyrosetta; pyrosetta.init()\n", "from pyrosetta import *\n", "from pyrosetta.teaching import *\n", "init()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Make sure you are in the directory with the pdb files:**\n", "\n", "`cd google_drive/MyDrive/student-notebooks/`" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In the last workshop, you encountered the `ClassicFragmentMover`, which inserts a short sequence of backbone torsion angles, and the `SwitchResidueTypeSetMover`, which doesn’t actually change the conformation of the pose but instead swaps out the residue types used.\n", "\n", "\n", "In this workshop, we will introduce a variety of other `Movers`, particularly those used in high-resolution refinement (e.g., in Bradley’s 2005 paper).\n", "\n", "Before you start, load the cleaned cetuximab protein 1YY8 that we've worked with previously (but just one Fab fragment, chain A and B) and make a copy of the pose so we can compare later:\n", "\n", "```\n", "start = pose_from_pdb(\"1YY8.clean.pdb\")\n", "test = Pose()\n", "test.assign(start)\n", "```" ] }, { "cell_type": "code", "execution_count": 42, "metadata": { "nbgrader": { "grade": true, "grade_id": "cell-f94fc2c0599a820c", "locked": false, "points": 0, "schema_version": 3, "solution": true } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[0mcore.init: \u001b[0mChecking for fconfig files in pwd and ./rosetta/flags\n", "\u001b[0mcore.init: \u001b[0mRosetta version: PyRosetta4.Release.python36.mac r208 2019.04+release.fd666910a5e fd666910a5edac957383b32b3b4c9d10020f34c1 http://www.pyrosetta.org 2019-01-22T15:55:37\n", "\u001b[0mcore.init: \u001b[0mcommand: PyRosetta -ex1 -ex2aro -database /Users/kathyle/Computational Protein Prediction and Design/PyRosetta4.Release.python36.mac.release-208/pyrosetta/database\n", "\u001b[0mcore.init: \u001b[0m'RNG device' seed mode, using '/dev/urandom', seed=-1427340416 seed_offset=0 real_seed=-1427340416\n", "\u001b[0mcore.init.random: \u001b[0mRandomGenerator:init: Normal mode, seed=-1427340416 RG_type=mt19937\n", "\u001b[0mcore.import_pose.import_pose: \u001b[0mFile '1YY8.clean.pdb' automatically determined to be of type PDB\n", "\u001b[0mcore.conformation.Conformation: \u001b[0m\u001b[1m[ WARNING ]\u001b[0m missing heavyatom: CG on residue ARG 18\n", "\u001b[0mcore.conformation.Conformation: \u001b[0m\u001b[1m[ WARNING ]\u001b[0m missing heavyatom: CD on residue ARG 18\n", "\u001b[0mcore.conformation.Conformation: \u001b[0m\u001b[1m[ WARNING ]\u001b[0m missing heavyatom: NE on residue ARG 18\n", "\u001b[0mcore.conformation.Conformation: \u001b[0m\u001b[1m[ WARNING ]\u001b[0m missing heavyatom: CZ on residue ARG 18\n", "\u001b[0mcore.conformation.Conformation: \u001b[0m\u001b[1m[ WARNING ]\u001b[0m missing heavyatom: NH1 on residue ARG 18\n", "\u001b[0mcore.conformation.Conformation: \u001b[0m\u001b[1m[ WARNING ]\u001b[0m missing heavyatom: NH2 on residue ARG 18\n", "\u001b[0mcore.conformation.Conformation: \u001b[0m\u001b[1m[ WARNING ]\u001b[0m missing heavyatom: CG on residue GLN:NtermProteinFull 214\n", "\u001b[0mcore.conformation.Conformation: \u001b[0m\u001b[1m[ WARNING ]\u001b[0m missing heavyatom: CD on residue GLN:NtermProteinFull 214\n", "\u001b[0mcore.conformation.Conformation: \u001b[0m\u001b[1m[ WARNING ]\u001b[0m missing heavyatom: OE1 on residue GLN:NtermProteinFull 214\n", "\u001b[0mcore.conformation.Conformation: \u001b[0m\u001b[1m[ WARNING ]\u001b[0m missing heavyatom: NE2 on residue GLN:NtermProteinFull 214\n", "\u001b[0mcore.conformation.Conformation: \u001b[0mFound disulfide between residues 23 88\n", "\u001b[0mcore.conformation.Conformation: \u001b[0mcurrent variant for 23 CYS\n", "\u001b[0mcore.conformation.Conformation: \u001b[0mcurrent variant for 88 CYS\n", "\u001b[0mcore.conformation.Conformation: \u001b[0mcurrent variant for 23 CYD\n", "\u001b[0mcore.conformation.Conformation: \u001b[0mcurrent variant for 88 CYD\n", "\u001b[0mcore.conformation.Conformation: \u001b[0mFound disulfide between residues 134 194\n", "\u001b[0mcore.conformation.Conformation: \u001b[0mcurrent variant for 134 CYS\n", "\u001b[0mcore.conformation.Conformation: \u001b[0mcurrent variant for 194 CYS\n", "\u001b[0mcore.conformation.Conformation: \u001b[0mcurrent variant for 134 CYD\n", "\u001b[0mcore.conformation.Conformation: \u001b[0mcurrent variant for 194 CYD\n", "\u001b[0mcore.conformation.Conformation: \u001b[0mFound disulfide between residues 235 308\n", "\u001b[0mcore.conformation.Conformation: \u001b[0mcurrent variant for 235 CYS\n", "\u001b[0mcore.conformation.Conformation: \u001b[0mcurrent variant for 308 CYS\n", "\u001b[0mcore.conformation.Conformation: \u001b[0mcurrent variant for 235 CYD\n", "\u001b[0mcore.conformation.Conformation: \u001b[0mcurrent variant for 308 CYD\n", "\u001b[0mcore.conformation.Conformation: \u001b[0mFound disulfide between residues 359 415\n", "\u001b[0mcore.conformation.Conformation: \u001b[0mcurrent variant for 359 CYS\n", "\u001b[0mcore.conformation.Conformation: \u001b[0mcurrent variant for 415 CYS\n", "\u001b[0mcore.conformation.Conformation: \u001b[0mcurrent variant for 359 CYD\n", "\u001b[0mcore.conformation.Conformation: \u001b[0mcurrent variant for 415 CYD\n", "\u001b[0mcore.pack.pack_missing_sidechains: \u001b[0mpacking residue number 18 because of missing atom number 6 atom name CG\n", "\u001b[0mcore.pack.pack_missing_sidechains: \u001b[0mpacking residue number 214 because of missing atom number 6 atom name CG\n", "\u001b[0mcore.pack.task: \u001b[0mPacker task: initialize from command line()\n", "\u001b[0mcore.scoring.ScoreFunctionFactory: \u001b[0mSCOREFUNCTION: \u001b[32mref2015\u001b[0m\n", "\u001b[0mcore.pack.pack_rotamers: \u001b[0mbuilt 43 rotamers at 2 positions.\n", "\u001b[0mcore.pack.interaction_graph.interaction_graph_factory: \u001b[0mInstantiating DensePDInteractionGraph\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 42, "metadata": {}, "output_type": "execute_result" } ], "source": [ "### BEGIN SOLUTION\n", "start = pose_from_pdb(\"inputs/1YY8.clean.pdb\")\n", "test = Pose()\n", "test.assign(start)\n", "### END SOLUTION" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "OPTIONAL: For convenient viewing in PyMOL, set the names of both poses:\n", "```\n", "start.pdb_info().name(\"start\")\n", "test.pdb_info().name(\"test\")\n", "pmm = PyMOLMover()\n", "```" ] }, { "cell_type": "code", "execution_count": 43, "metadata": { "nbgrader": { "grade": true, "grade_id": "cell-8f8a5d3dde3b2e00", "locked": false, "points": 0, "schema_version": 3, "solution": true } }, "outputs": [], "source": [ "### BEGIN SOLUTION\n", "start.pdb_info().name(\"start\")\n", "test.pdb_info().name(\"test\")\n", "pmm = PyMOLMover()\n", "### END SOLUTION" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We also want to activate the `keep_history` setting so that PyMOL will keep separate frames for each conformation as we modify it (more on this shortly):\n", "```\n", "pmm.keep_history(True)\n", "pmm.apply(start)\n", "pmm.apply(test)\n", "```" ] }, { "cell_type": "code", "execution_count": 44, "metadata": { "nbgrader": { "grade": true, "grade_id": "cell-fb7ca73c4e856303", "locked": false, "points": 0, "schema_version": 3, "solution": true } }, "outputs": [], "source": [ "### BEGIN SOLUTION\n", "pmm.keep_history(True)\n", "pmm.apply(start)\n", "pmm.apply(test)\n", "### END SOLUTION" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Small and Shear Moves" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from IPython.core.interactiveshell import InteractiveShell\n", "InteractiveShell.ast_node_interactivity = \"all\"\n", "from IPython import display" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Small mover (1YY9, residue 277):" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 2, "metadata": { "image/png": { "width": "400" } }, "output_type": "execute_result" } ], "source": [ "from pathlib import Path\n", "gifPath = Path(\"./Media/small-mover.gif\")\n", "# Display GIF in Jupyter, CoLab, IPython\n", "with open(gifPath,'rb') as f:\n", " display.Image(data=f.read(), format='png',width='400')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Shear mover (1YY9, residue 277):" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 4, "metadata": { "image/png": { "width": "400" } }, "output_type": "execute_result" } ], "source": [ "gifPath = Path(\"./Media/shear-mover.gif\")\n", "# Display GIF in Jupyter, CoLab, IPython\n", "with open(gifPath,'rb') as f:\n", " display.Image(data=f.read(), format='png',width='400')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The simplest move types are small moves, which perturb φ or ψ of a random residue by a random small angle, and shear moves, which perturb φ of a random residue by a small angle and ψ of the same residue by the same small angle of opposite sign.\n", "\n", "For convenience, the `SmallMover` and `ShearMover` can do multiple rounds of perturbation. They also check that the new φ/ψ combinations are within an allowable region of the Ramachandran plot by using a Metropolis acceptance criterion based on the rama score component change. (The `rama` score is a statistical score from Simons et al. 1999, parametrized by bins of φ/ψ space.) Because they use the Metropolis criterion, we must also supply $kT$.\n", "\n", "Finally, like most `Movers`, these require a `MoveMap` object to specify which degrees of freedom are fixed and which are free to change. Thus, we can create our `Movers` like this:\n", "\n", "```\n", "kT = 1.0\n", "n_moves = 1\n", "movemap = MoveMap()\n", "movemap.set_bb(True)\n", "small_mover = SmallMover(movemap, kT, n_moves)\n", "shear_mover = ShearMover(movemap, kT, n_moves)\n", "```" ] }, { "cell_type": "code", "execution_count": 45, "metadata": { "nbgrader": { "grade": true, "grade_id": "cell-e24bb79eb1fb433b", "locked": false, "points": 0, "schema_version": 3, "solution": true } }, "outputs": [], "source": [ "### BEGIN SOLUTION\n", "kT = 1.0\n", "n_moves = 1\n", "movemap = MoveMap()\n", "movemap.set_bb(True)\n", "small_mover = SmallMover(movemap, kT, n_moves)\n", "shear_mover = ShearMover(movemap, kT, n_moves)\n", "### END SOLUTION" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also adjust the maximum magnitude of the perturbations and get the information back from the `SmallMover` by printing it:\n", "\n", "```\n", "small_mover.angle_max(\"H\", 25)\n", "small_mover.angle_max(\"E\", 25)\n", "small_mover.angle_max(\"L\", 25)\n", "print(SmallMover)\n", "```" ] }, { "cell_type": "code", "execution_count": 46, "metadata": { "nbgrader": { "grade": true, "grade_id": "cell-5411851ca3bee04c", "locked": false, "points": 0, "schema_version": 3, "solution": true } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n" ] } ], "source": [ "### BEGIN SOLUTION\n", "small_mover.angle_max(\"H\", 25)\n", "small_mover.angle_max(\"E\", 25)\n", "small_mover.angle_max(\"L\", 25)\n", "print(SmallMover)\n", "### END SOLUTION" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here, *\"H\"*, *\"E\"*, and *\"L\"* refer to helical, sheet, and loop residues — as they did in the fragment library file — and the magnitude is in degrees. We will set all the maximum angles to 25° to make the changes easy to visualize. (The default values in Rosetta are 0°, 5°, and 6°, respectively.)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Test your mover by applying it to your pose\n", "```\n", "small_mover.apply(test)\n", "```" ] }, { "cell_type": "code", "execution_count": 47, "metadata": { "nbgrader": { "grade": true, "grade_id": "cell-808100d53a53663f", "locked": false, "points": 0, "schema_version": 3, "solution": true } }, "outputs": [], "source": [ "### BEGIN SOLUTION\n", "small_mover.apply(test)\n", "### END SOLUTION" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Confirm that the change has occurred by comparing the start and test poses in PyMOL.\n", "\n", "```\n", "pmm.apply(test)\n", "```" ] }, { "cell_type": "code", "execution_count": 48, "metadata": { "nbgrader": { "grade": true, "grade_id": "cell-f88fa2bdd44728af", "locked": false, "points": 0, "schema_version": 3, "solution": true } }, "outputs": [], "source": [ "### BEGIN SOLUTION\n", "pmm.apply(test)\n", "### END SOLUTION" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Second, try the PyMOL animation controls on the bottom right corner of the Viewer window. There should be a play button (►) as well as frame-forward, rewind, etc. Play the movie to watch PyMOL shuffle your pose move back and forth.\n", "\n", "__Question:__ Can you identify which torsion angles changed? By how much? If it is hard to view on the screen, it may help to use your programs from previous workshops to compare torsion angles or coordinates." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Comparing small and shear movers" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Reset the test pose by re-assigning it the conformation from `start`, and create and view a second test pose (`test2`) in the same manner. Reset the existing `MoveMap` object to only allow the backbone angles of residue 50 to move. (Hint: Set all residues to `False`, then set just residues 50 and 51 to `True`). Note that the `SmallMover` contains a pointer to your `MoveMap`, and so it will automatically know you have made these changes and use the modified `MoveMap` in future moves.\n", "\n", "```\n", "test2 = Pose()\n", "test2.assign(start)\n", "test2.pdb_info().name(\"test2\")\n", "pmm.apply(test2)\n", "\n", "movemap.set_bb(False)\n", "movemap.set_bb(50, True)\n", "movemap.set_bb(51, True)\n", "print(movemap)\n", "```" ] }, { "cell_type": "code", "execution_count": 49, "metadata": { "nbgrader": { "grade": true, "grade_id": "cell-4af05e5f51904ff5", "locked": false, "points": 0, "schema_version": 3, "solution": true } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "-------------------------------\n", " resnum Type TRUE/FALSE \n", "-------------------------------\n", " DEFAULT BB FALSE\n", " DEFAULT SC FALSE\n", " DEFAULT NU FALSE\n", " DEFAULT BRANCH FALSE\n", " 050 BB TRUE\n", " 051 BB TRUE\n", "-------------------------------\n", " jumpnum Type TRUE/FALSE \n", "-------------------------------\n", " DEFAULT JUMP FALSE\n", "-------------------------------\n", " resnum atomnum Type TRUE/FALSE \n", "-------------------------------\n", " DEFAULT PHI FALSE\n", " DEFAULT THETA FALSE\n", " DEFAULT D FALSE\n", " DEFAULT RB1 FALSE\n", " DEFAULT RB2 FALSE\n", " DEFAULT RB3 FALSE\n", " DEFAULT RB4 FALSE\n", " DEFAULT RB5 FALSE\n", " DEFAULT RB6 FALSE\n", "-------------------------------\n", "\n", "\n" ] } ], "source": [ "### BEGIN SOLUTION\n", "test2 = Pose()\n", "test2.assign(start)\n", "test2.pdb_info().name(\"test2\")\n", "pmm.apply(test2)\n", "\n", "movemap.set_bb(False)\n", "movemap.set_bb(50, True)\n", "movemap.set_bb(51, True)\n", "print(movemap)\n", "### END SOLUTION" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Make one small move on one of your test poses and one shear move on the other test pose. Output both poses to PyMOL using the `PyMOLMover`. Be sure to set the name of each pose so they are distinguishable in PyMOL. Show only backbone atoms and view as lines or sticks. Identify the torsion angle changes that occurred.\n", "\n", "```\n", "small_mover.apply(test)\n", "shear_mover.apply(test2)\n", "pmm.apply(test)\n", "pmm.apply(test2)\n", "```" ] }, { "cell_type": "code", "execution_count": 50, "metadata": { "nbgrader": { "grade": true, "grade_id": "cell-57af81f6650b507d", "locked": false, "points": 0, "schema_version": 3, "solution": true } }, "outputs": [], "source": [ "### BEGIN SOLUTION\n", "small_mover.apply(test)\n", "shear_mover.apply(test2)\n", "pmm.apply(test)\n", "pmm.apply(test2)\n", "### END SOLUTION" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "__Question:__ What was the magnitude of the change in the sheared pose? How does the displacement of residue 60 compare between the small- and shear-perturbed poses?" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Minimization Moves" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 5, "metadata": { "image/png": { "width": "300" } }, "output_type": "execute_result" } ], "source": [ "from IPython.display import Image\n", "Image('./Media/minmover.png',width='300')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `MinMover` carries out a gradient-based minimization to find the nearest local minimum in the energy function, such as that used in one step of the Monte-Carlo-plus-Minimization algorithm of Li & Scheraga.\n", "\n", "```\n", "min_mover = MinMover()\n", "```" ] }, { "cell_type": "code", "execution_count": 51, "metadata": { "nbgrader": { "grade": true, "grade_id": "cell-71e279cc4e0c52d5", "locked": false, "points": 0, "schema_version": 3, "solution": true } }, "outputs": [], "source": [ "### BEGIN SOLUTION\n", "min_mover = MinMover()\n", "### END SOLUTION" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "3. The minimization mover needs at least a `MoveMap` and a `ScoreFunction`. You can also specify different minimization algorithms and a tolerance. (See Appendix A). For now, set up a new `MoveMap` that is flexible from residues 40 to 60, inclusive, using:\n", "\n", "```\n", "mm4060 = MoveMap()\n", "mm4060.set_bb_true_range(40, 60)\n", "```" ] }, { "cell_type": "code", "execution_count": 52, "metadata": { "nbgrader": { "grade": true, "grade_id": "cell-efef6e22a9b1ef43", "locked": false, "points": 0, "schema_version": 3, "solution": true } }, "outputs": [], "source": [ "### BEGIN SOLUTION\n", "mm4060 = MoveMap()\n", "mm4060.set_bb_true_range(40, 60)\n", "### END SOLUTION" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Create a standard, full-atom `ScoreFunction`, attach these objects to the default `MinMover`, and print out the information in the `MinMover` with the following methods and check that everything looks right:\n", "\n", "```\n", "scorefxn = #get the full-atom score function\n", "min_mover.movemap(mm4060)\n", "min_mover.score_function(scorefxn)\n", "print(min_mover)\n", "```" ] }, { "cell_type": "code", "execution_count": 53, "metadata": { "nbgrader": { "grade": true, "grade_id": "cell-a009a3ae18a9ee57", "locked": false, "points": 0, "schema_version": 3, "solution": true } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[0mcore.scoring.ScoreFunctionFactory: \u001b[0mSCOREFUNCTION: \u001b[32mref2015\u001b[0m\n", "Mover name: MinMover, Mover type: MinMover, Mover current tag:NoTag\n", "Minimization type:\tlinmin\n", "Scorefunction:\t\tref2015\n", "Score tolerance:\t0.01\n", "Nb list:\t\tTrue\n", "Deriv check:\t\tFalse\n", "Movemap:\n", "\n", "-------------------------------\n", " resnum Type TRUE/FALSE \n", "-------------------------------\n", " DEFAULT BB FALSE\n", " DEFAULT SC FALSE\n", " DEFAULT NU FALSE\n", " DEFAULT BRANCH FALSE\n", " 040 BB TRUE\n", " 041 BB TRUE\n", " 042 BB TRUE\n", " 043 BB TRUE\n", " 044 BB TRUE\n", " 045 BB TRUE\n", " 046 BB TRUE\n", " 047 BB TRUE\n", " 048 BB TRUE\n", " 049 BB TRUE\n", " 050 BB TRUE\n", " 051 BB TRUE\n", " 052 BB TRUE\n", " 053 BB TRUE\n", " 054 BB TRUE\n", " 055 BB TRUE\n", " 056 BB TRUE\n", " 057 BB TRUE\n", " 058 BB TRUE\n", " 059 BB TRUE\n", " 060 BB TRUE\n", "-------------------------------\n", " jumpnum Type TRUE/FALSE \n", "-------------------------------\n", " DEFAULT JUMP FALSE\n", "-------------------------------\n", " resnum atomnum Type TRUE/FALSE \n", "-------------------------------\n", " DEFAULT PHI FALSE\n", " DEFAULT THETA FALSE\n", " DEFAULT D FALSE\n", " DEFAULT RB1 FALSE\n", " DEFAULT RB2 FALSE\n", " DEFAULT RB3 FALSE\n", " DEFAULT RB4 FALSE\n", " DEFAULT RB5 FALSE\n", " DEFAULT RB6 FALSE\n", "-------------------------------\n", "\n", "\n" ] } ], "source": [ "### BEGIN SOLUTION\n", "scorefxn = get_fa_scorefxn()\n", "min_mover.movemap(mm4060)\n", "min_mover.score_function(scorefxn)\n", "print(min_mover)\n", "### END SOLUTION" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, attach an “observer”. The observer is configured to execute a `PyMOLMover.apply()` every time a change is observed in the pose coordinates. The `True` is a flag to ensure that PyMOL keeps a history of the moves.\n", "\n", "```\n", "observer = pyrosetta.rosetta.protocols.moves.AddPyMOLObserver(test2, True)\n", "```" ] }, { "cell_type": "code", "execution_count": 54, "metadata": { "nbgrader": { "grade": true, "grade_id": "cell-1292b8dd777b7195", "locked": false, "points": 0, "schema_version": 3, "solution": true } }, "outputs": [], "source": [ "### BEGIN SOLUTION\n", "observer = pyrosetta.rosetta.protocols.moves.AddPyMOLObserver(test2, True)\n", "### END SOLUTION" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "4. Apply the `MinMover` to your sheared pose. Observe the output in PyMOL. (This may take a couple minutes — the Observer can slow down the minimization significantly).\n", "\n", "```\n", "min_mover.apply(test2)\n", "```" ] }, { "cell_type": "code", "execution_count": 55, "metadata": { "nbgrader": { "grade": true, "grade_id": "cell-f93f4c2cdd7acaba", "locked": false, "points": 0, "schema_version": 3, "solution": true } }, "outputs": [], "source": [ "### BEGIN SOLUTION\n", "min_mover.apply(test2)\n", "### END SOLUTION" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "__Question:__ How much motion do you see, relative to the original shear move? How many coordinate updates does the *MinMover* try? How does the magnitude of the motion change as the minimization continues? At the end, how far has the Cα atom of residue 60 moved?" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Monte Carlo Object\n", "\n", "\n", "PyRosetta has several object classes for convenience for building more complex algorithms. One example is the `MonteCarlo` object. This object performs all the bookkeeping you need for creating a Monte Carlo search. That is, it can decide whether to accept or reject a trial conformation, and it keeps track of the lowest-energy conformation and other statistics about the search. Having the Monte Carlo operations packaged together is convenient, especially if we want multiple Monte Carlo loops to nest within each other or to operate on different parts of the protein.\n", "\n", "To create the object, you need an initial test pose, a score function, and a temperature factor:\n", "\n", "```\n", "mc = MonteCarlo(test, scorefxn, kT)\n", "```" ] }, { "cell_type": "code", "execution_count": 56, "metadata": { "nbgrader": { "grade": true, "grade_id": "cell-0fb0a1fe7056dbf8", "locked": false, "points": 0, "schema_version": 3, "solution": true } }, "outputs": [], "source": [ "### BEGIN SOLUTION\n", "mc = MonteCarlo(test, scorefxn, kT)\n", "### END SOLUTION" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "After the pose is modified by a mover, we tell the `MonteCarlo` object to automatically accept or reject the new conformation and update a set of internal counters by calling:\n", "\n", "```\n", "mc.boltzmann(test)\n", "```" ] }, { "cell_type": "code", "execution_count": 57, "metadata": { "nbgrader": { "grade": true, "grade_id": "cell-f231324404cbd241", "locked": false, "points": 0, "schema_version": 3, "solution": true } }, "outputs": [ { "data": { "text/plain": [ "True" ] }, "execution_count": 57, "metadata": {}, "output_type": "execute_result" } ], "source": [ "### BEGIN SOLUTION\n", "mc.boltzmann(test)\n", "### END SOLUTION" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "5. Test out a `MonteCarlo` object. Before doing so, you may need to adjust your small and shear moves to smaller maximum angles (3–5°) so they are more likely to be accepted. Apply several small or shear moves on your `test` pose, output the score using `print(scorefxn(test))`, then call the `mc.boltzmann(test)` method of the `MonteCarlo` object. A response of `True` indicates the move is accepted, and `False` indicates that the move is rejected. If the move is rejected, the pose is automatically reverted for you to its last accepted state. Manually iterate a few times between moves and calls to `mc.boltzmann()`. Call `pmm.apply(test)` every time you get a `True` back from the `mc.boltzmann(test)` method. Do enough cycles to observe at least two `True` and two `False` outputs. Do the acceptances match what you expect given the scores you obtain? After doing a few cycles, use `mc.show_scores()` to find the score of the last accepted state and the lowest energy state. What energies do you find? Is the last accepted energy equal to the lowest energy?\n", "\n", "```\n", "# adjust the SmallMover\n", "small_mover.angle_max(\"H\", 3)\n", "small_mover.angle_max(\"E\", 5)\n", "small_mover.angle_max(\"L\", 6)\n", "# and the ShearMover\n", "shear_mover.angle_max(\"H\", 3)\n", "shear_mover.angle_max(\"E\", 5)\n", "shear_mover.angle_max(\"L\", 6)\n", "```\n", "\n", "Then write your MonteCarlo loop below:" ] }, { "cell_type": "code", "execution_count": 60, "metadata": { "nbgrader": { "grade": true, "grade_id": "cell-820cc1f10235ed4e", "locked": false, "points": 0, "schema_version": 3, "solution": true } }, "outputs": [], "source": [ "# adjust the SmallMover\n", "### BEGIN SOLUTION\n", "small_mover.angle_max(\"H\", 3)\n", "small_mover.angle_max(\"E\", 5)\n", "small_mover.angle_max(\"L\", 6)\n", "### END SOLUTION" ] }, { "cell_type": "code", "execution_count": 61, "metadata": { "nbgrader": { "grade": true, "grade_id": "cell-919aaf47bbf86df5", "locked": false, "points": 0, "schema_version": 3, "solution": true } }, "outputs": [], "source": [ "# and the ShearMover\n", "### BEGIN SOLUTION\n", "shear_mover.angle_max(\"H\", 3)\n", "shear_mover.angle_max(\"E\", 5)\n", "shear_mover.angle_max(\"L\", 6)\n", "### END SOLUTION" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "6. See what information is stored in the Monte Carlo object using:\n", "```\n", "mc.show_scores()\n", "mc.show_counters()\n", "mc.show_state()\n", "```\n", "\n", "__Question:__ What information do you get from each of these?" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Trial Mover" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 6, "metadata": { "image/png": { "width": "250" } }, "output_type": "execute_result" } ], "source": [ "Image('./Media/trialmover.png',width='250')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A `TrialMover` combines a specified `Mover` with a `MonteCarlo` object. Each time a `TrialMover` is called, it performs a trial move and tests that move’s acceptance with the `MonteCarlo` object. You can create a `TrialMover` from any other type of `Mover`. You might imagine that, as we start nesting these together, we can build some complex algorithms!\n", "\n", "```\n", "trial_mover = TrialMover(small_mover, mc)\n", "trial_mover.apply(test)\n", "```" ] }, { "cell_type": "code", "execution_count": 62, "metadata": { "nbgrader": { "grade": true, "grade_id": "cell-17c63e4a24f0fb61", "locked": false, "points": 0, "schema_version": 3, "solution": true } }, "outputs": [], "source": [ "### BEGIN SOLUTION\n", "trial_mover = TrialMover(small_mover, mc)\n", "trial_mover.apply(test)\n", "### END SOLUTION" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "7. Apply the `TrialMover` above ten times. Using `trial_mover.num_accepts()` and `trial_mover.acceptance_rate()`, what do you find?" ] }, { "cell_type": "code", "execution_count": 63, "metadata": { "nbgrader": { "grade": true, "grade_id": "cell-2363c5aaa2cc5939", "locked": false, "points": 0, "schema_version": 3, "solution": true } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "3\n", "\u001b[0mprotocols.TrialMover: \u001b[0mAcceptance rate: 0.272727\n", "0.2727272727272727\n" ] } ], "source": [ "### BEGIN SOLUTION\n", "for i in range(10):\n", " trial_mover.apply(test)\n", " \n", "print(trial_mover.num_accepts())\n", "print(trial_mover.acceptance_rate())\n", "### END SOLUTION" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "8. The `TrialMover` also communicates information to the `MonteCarlo` object about the type of moves being tried. Create a second `TrialMover` (`trial_mover2`) using a `ShearMover` and the same `MonteCarlo` object, and apply this second `TrialMover` ten times like above. After, look at the `MonteCarlo` object state (`mc.show_state()`).\n", "\n", "__Question:__ Using information from `mc.show_state()`, what are the acceptance rates of each mover (`SmallMover` and `ShearMover`)? Which mover is accepted most often, and which has the largest energy drop per trial? What are the average energy drops?" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Sequence and Repeat Movers\n", "\n", "\n", "A `SequenceMover` is another combination `Mover` and applies several `Movers` in succession. It is useful for building up complex routines and is constructed (and confirmed with a print statement) as follows:\n", "\n", "```\n", "seq_mover = SequenceMover()\n", "seq_mover.add_mover(small_mover)\n", "seq_mover.add_mover(shear_mover)\n", "seq_mover.add_mover(min_mover)\n", "print(seq_mover)\n", "```" ] }, { "cell_type": "code", "execution_count": 64, "metadata": { "nbgrader": { "grade": true, "grade_id": "cell-ee0233dc580955ee", "locked": false, "points": 0, "schema_version": 3, "solution": true } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Mover name: SequenceMover, Mover type: MoverBase, Mover current tag: NoTag\n", "3 movers are contained in the following order:\n", " Mover[1]: Small\n", " Mover[2]: Shear\n", " Mover[3]: MinMover\n", "\n" ] } ], "source": [ "### BEGIN SOLUTION\n", "seq_mover = SequenceMover()\n", "seq_mover.add_mover(small_mover)\n", "seq_mover.add_mover(shear_mover)\n", "seq_mover.add_mover(min_mover)\n", "print(seq_mover)\n", "### END SOLUTION" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The above example mover will apply first the small, then the shear, and finally the minimization movers.\n", "\n", "9. Create and print a `TrialMover` using the `SequenceMover` above, and apply it five times to the test pose. How is the sequence mover shown by `mc.show_state()`?" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A `RepeatMover` will apply its input Mover `n_repeats` times each time it is applied:\n", "\n", "```\n", "n_repeats = 3\n", "repeat_mover = RepeatMover(trial_mover, n_repeats)\n", "print(repeat_mover)\n", "```" ] }, { "cell_type": "code", "execution_count": 65, "metadata": { "nbgrader": { "grade": true, "grade_id": "cell-20a57adb817d9bb5", "locked": false, "points": 0, "schema_version": 3, "solution": true } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Mover name: RepeatMover, Mover type: RepeatMover, Mover current tag: NoTag\n", "Mover being repeated: TrialMover, nmoves: 3\n", "\n" ] } ], "source": [ "### BEGIN SOLUTION\n", "n_repeats = 3\n", "repeat_mover = RepeatMover(trial_mover, n_repeats)\n", "print(repeat_mover)\n", "### END SOLUTION" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "10. Use these tools to build up your own *ab initio* protocol. Create `TrialMovers` for 9-mer and 3-mer fragment insertions. First, create `RepeatMovers` for each and then create the `TrialMovers` using the same `MonteCarlo` object for each. Create a `SequenceMover` to do the 9-mer trials and then the 3-mer trials, and iterate the sequence 10 times.\n", "\n", "__Problem:__ Use a pen and paper to write out a flowchartalgorithm:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "11. *Hierarchical search*. Construct a `TrialMover` that tries to insert a 9-mer fragment and then refines the protein with 100 alternating small and shear trials before the next 9-mer fragment trial. The interesting part is this: you will use one `MonteCarlo` object for the small and shear trials, inside the whole 9-mer combination mover. But use a separate `MonteCarlo` object for the 9-mer trials. In this way, if a 9-mer fragment insertion is evaluated after the optimization by small and shear moves and is rejected, the pose goes all the way back to before the 9-mer fragment insertion." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "< [Structure Refinement](http://nbviewer.jupyter.org/github/RosettaCommons/PyRosetta.notebooks/blob/master/notebooks/05.00-Structure-Refinement.ipynb) | [Contents](toc.ipynb) | [Index](index.ipynb) | [Refinement Protocol](http://nbviewer.jupyter.org/github/RosettaCommons/PyRosetta.notebooks/blob/master/notebooks/05.02-Refinement-Protocol.ipynb) >

\"Open" ] } ], "metadata": { "anaconda-cloud": {}, "celltoolbar": "Create Assignment", "kernelspec": { "display_name": "Python 3", "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": "3.6.0" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": false, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": { "height": "calc(100% - 180px)", "left": "10px", "top": "150px", "width": "266px" }, "toc_section_display": true, "toc_window_display": true } }, "nbformat": 4, "nbformat_minor": 1 }