{ "cells": [ { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "# Visualizing Molecules\n", "\n", "> ### In this tutorial we will cover:\n", "> - how we can visualize our structures in 3D\n", "> - how we can highlight specific parts of molecules\n", "> - how we can export visualizations\n", "> - how we can visualize structures in 2D\n", "> - how we can customize 2D visualizations" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "When building a molecule we need to know which parts to connect to each other. This involves defining _linkages_ where we specify which atoms to connect to each other. How do we know what the atoms are called or what serial numbers they have? Unless we are working with pre-defined linkages and compounds that we trust, we usually don't! The solution is to look at the structure and get the info for ourselves. Also, what if we find the built structure to be a little \"crammed\" or have a clash somewhere. We can optimize the conformation and the best way to check that the optimization was successful is again to look at the result directly. There are many reasons for us to visually inspect structures. This is why BuildAMol molecules have two methods `show` and `draw` that will visualize the structures in 3D. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plotting backends \n", "\n", "BuildAMol uses `plotly` as backend to visualize structures. Plotly can handle large plots pretty well even in 3D but it may get overwhelmed if you overlay too many layers! Especially when overlaying different conformations plots can get really large really quickly - 50 conformations of a 200 atom molecule on top of each other is getting difficult to handle! As an alternative, BuildAMol also integrates `nglview` and `py3dmol` to visualize a molecular structure. In this case no further highlighting functionality is offered, however. There is a correspondignly named method in the Molecule class to open an nglview window instead of a plotly figure.\n", "\n", "We can set the default backend for visualization using \n", "\n", "```python\n", "import buildamol as bam\n", "\n", "bam.visual.set_backend(\"plotly\") # (default)\n", "bam.visual.set_backend(\"py3dmol\")\n", "bam.visual.set_backend(\"nglview\")\n", "```\n", "\n", "The backend will be used by the `Molecule.draw` and `Molecule.show` methods to create visualizations. Specific methods for each backend are also available: `Molecule.plotly`, `Molecule.py3dmol`, and `Molecule.nglview`, which operate at the \"drawing\" level and return an object that can be further manipulated before ultimatelly rendering using their own `show` method. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let us visualize and highlight parts in a larger molecule." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "text/html": [ " \n", " \n", " " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import plotly\n", "plotly.offline.init_notebook_mode()" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "customdata": [ [ "O7", 1, 1, "PRP", "A" ], [ "O", 35, 2, "SER", "A" ], [ "OG", 37, 2, "SER", "A" ], [ "OXT", 38, 2, "SER", "A" ], [ "O3", 43, 3, "TBA", "A" ], [ "O1", 44, 3, "TBA", "A" ], [ "O2", 77, 5, "HAC", "A" ], [ "O1", 78, 5, "HAC", "A" ], [ "O7", 84, 6, "PRP", "A" ], [ "O", 118, 7, "SER", "A" ], [ "OG", 120, 7, "SER", "A" ], [ "OXT", 121, 7, "SER", "A" ], [ "O3", 126, 8, "TBA", "A" ], [ "O1", 127, 8, "TBA", "A" ] ], "hovertemplate": "atom_element=O
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"linecolor": "rgb(36,36,36)", "showgrid": false, "showline": true, "ticks": "outside", "title": { "standoff": 15 }, "zeroline": false, "zerolinecolor": "rgb(36,36,36)" }, "yaxis": { "automargin": true, "gridcolor": "rgb(232,232,232)", "linecolor": "rgb(36,36,36)", "showgrid": false, "showline": true, "ticks": "outside", "title": { "standoff": 15 }, "zeroline": false, "zerolinecolor": "rgb(36,36,36)" } } } } }, "text/html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import buildamol as bam\n", "\n", "mol = bam.Molecule.from_json(\"files/x_wing.json\")\n", "\n", "# let's start with a barebone \"show\"\n", "# which by default will use plotly as backend\n", "mol.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also manually force another visualization using:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "application/3dmoljs_load.v0": "
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3Dmol.js failed to load for some reason. Please check your browser console for error messages.

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3Dmol.js failed to load for some reason. Please check your browser console for error messages.

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\n", "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mol.py3dmol().show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Or we set another default backend like so:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "application/3dmoljs_load.v0": "
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3Dmol.js failed to load for some reason. Please check your browser console for error messages.

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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# get a residue graph\n", "graph = mol.make_residue_graph()\n", "\n", "# make a graph viewer\n", "graph_viewer = graph.draw()\n", "\n", "# highlight all bonds that are part of the TRZ residues\n", "for residue in mol.get_residues(\"TRZ\"):\n", " graph_viewer.draw_edges(*mol.get_bonds(residue), color=\"red\", opacity=0.3, linewidth=2, showlegend=False)\n", "\n", "graph_viewer.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Using Py3DMol\n", "\n", "If you prefer NglView or 3DMol.js to the default plotly based figures, you can always call `nglview` or `py3dmol` (or `draw` / `show` if the backend was set). This is only supported for `Molecules`, however, and is not implemented for graphs. " ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "application/3dmoljs_load.v0": "
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\n", "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "viewer = mol.py3dmol()\n", "viewer.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In fact, Py3DMol also supports customization to a certain degree, although not as much as Plotly! You can use the `add` method of a `Py3DMolViewer` to add additional layers to a visualization, for instance, we can make a before-after optimization rendering using:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "application/3dmoljs_load.v0": "
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\n", "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "opt = mol.optimize(inplace=False)\n", "\n", "# add another viewer-layer to the existing viewer\n", "viewer.add(opt.py3dmol(color=\"green\"))\n", "\n", "viewer.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Customizing Py3DMol Visualizations\n", "\n", "The `Py3DMolViewer` does not offer any additional methods except for `add`. However, since the method accepts not only full molecules but also other entities such as atoms or residues we can selectively add additional layers to our rendering. For example to highlight atoms close to the center of the molecule we could do the following:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "application/3dmoljs_load.v0": "
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\n", "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# get atoms close to the center of mass\n", "center = mol.center_of_mass\n", "close_by_atoms = mol.get_atoms(filter=lambda a: bam.structural.distance_between(a.coord, center) < 4)\n", "\n", "# create a new viewer for these atoms using a different style\n", "v_close_by_atoms = bam.visual.Py3DmolViewer(list(close_by_atoms), style=dict(sphere=dict(radius=1, color=\"red\", opacity=0.8)))\n", "\n", "v = mol.py3dmol()\n", "v += v_close_by_atoms # this is equivalent to v.add(v_close_by_atoms)\n", "v.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2D drawing\n", "\n", "BuildAMol does not by itself support a 2D visualization of molecules. However, because `rdkit` implements an excellent 2D visualization scheme 2D graphics of molecules can be easily created by simply first exporting to `rdkit`. We integrated a `chem2dview` method to molecules that will perform the necessary conversions automatically, and return a 2D image of the molecule. There is also a `draw2d` and `show2d` wrapper, but these do currently simply forward to `chem2dview` since no other 2d plotting backends are supported at the moment." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# only works if RDKit is installed\n", "mol.chem2dview().draw()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# or\n", "mol.draw2d().draw()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Customizing 2D drawings\n", "We can adjust the parameters that are used for drawing by passing additional keyword arguments to the `chem2dview` (or `draw2d`) method, to adjust things like linewidth, coloring, or the way atoms are shown. To make things simpler the `Chem2DViewer` class offers the methods `set_colors`, `label_atoms`, `highlight_atoms`, `highlight_bonds`, and `highlight_residues` allowing us to selectively edit the the rendering of molecules in 2D. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For example if we are planning to screen for suitable functional groups at specific locations in our molecule that will result in desireable properties we might want to label the potential attachment points for functional groups:" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "execution_count": 35, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# specifically label all 'C2' atoms of the benzene rings and also highlight them with a background color\n", "v = mol.draw2d()\n", "C2_atoms = mol.get_atoms(\"C2\", by=\"id\", filter=lambda a: a.parent.name == \"PRP\")\n", "v.label_atoms(\n", " {atom : \"C-target\" for atom in C2_atoms}\n", ")\n", "v.highlight_atoms(C2_atoms, color=\"cyan\", radius=0.5)\n", "v.draw()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In the same way we can highlight bonds or entire residues like so:" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "v = mol.draw2d()\n", "\n", "# highlight the entire residue with serial number 1 in orange\n", "v.highlight_residues(1, color=\"orange\")\n", "\n", "# highlight all bonds with nitrogen atoms in an opaque blue (using RGB with alpha channel)\n", "v.highlight_bonds(mol.get_bonds(mol.get_atoms(\"N\", by=\"element\")), color=(0, 0.8, 1, 0.3))\n", "\n", "v.draw()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `color` argument of `highlight_atoms` and `highlight_bonds` also supports functions to dynamically assign colors based on other atomic properties." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "" ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# compute electrostatic potential using rdkit\n", "from rdkit.Chem import AllChem\n", "rdkit_mol = mol.to_rdkit()\n", "AllChem.ComputeGasteigerCharges(rdkit_mol)\n", "for atom in mol.atoms:\n", " atom.charge = float(rdkit_mol.GetAtomWithIdx(atom.serial_number-1).GetProp(\"_GasteigerCharge\"))\n", "\n", "# visualize the charges as a color gradient\n", "import matplotlib.pyplot as plt\n", "norm = plt.Normalize(-0.5, 0.5)\n", "cmap = plt.get_cmap(\"Spectral\")\n", "\n", "v = mol.draw2d()\n", "v.highlight_atoms(\n", " mol.atoms,\n", " color=lambda a: cmap(norm((a.charge or 0) + 0.5), alpha=0.5), # use the charge to determine the color...\n", " radius=lambda a: 0.6 + 0.9 * abs((a.charge or 0)), # same for radius...\n", ")\n", "# draw with transparent background\n", "v.draw(background=None)\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If we are interested in presenting our molecule white-on-black we can adjust the background color and color palette like so:" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# adjust the color palette for atoms (rgba or named colors are supported)\n", "v = mol.draw2d()\n", "v.set_colors({\n", " \"C\" : \"white\",\n", " \"N\" : \"cyan\",\n", " \"O\" : \"coral\",\n", " \"Cl\" : \"lightgreen\",\n", "})\n", "\n", "# and specify the background color as black (also increase linewidth for better visibility)\n", "v.draw(background=\"black\", linewidth=3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Lastly, anything that we have not covered yet we can pass as `**kwargs` to the `draw` method and it will get passed into the `MolDrawOptions` to tune the visualization further (see [rdkit docs on MolDrawOptions](https://www.rdkit.org/docs/cppapi/structRDKit_1_1MolDrawOptions.html) for reference):" ] }, { "cell_type": "code", "execution_count": 51, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "" ] }, "execution_count": 51, "metadata": {}, "output_type": "execute_result" } ], "source": [ "v = mol.draw2d()\n", "\n", "v.highlight_atoms(\n", " mol.get_atoms(\"C\", by=\"element\"),\n", " color=lambda a: cmap(norm(a.serial_number) / 250, alpha=0.6),\n", " radius=lambda a: 0.3 + 0.7 * (a.parent.count_atoms()) / 50,\n", ")\n", "\n", "v.highlight_bonds(\n", " mol.get_residue_connections(),\n", " color=lambda b: cmap(norm(b[0].mass + b[1].mass) / 10, alpha=0.6),\n", ")\n", "\n", "v.draw(\n", " # faithfully pass kwargs to MolDrawOptions\n", " explicitMethyl=True,\n", " addBondIndices=True, \n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And that's it for this tutorial! We have seen that BuildAMol provides a flexible suite to create custom and detailed 3D and 2D visualizations of molecular structures. Looking at structures often gives very helpful cues during the building process so it's a valuable skill to be able to make visualizations that show the right information in the right way! With that said, thanks for checking out this tutorial and good luck with your project using BuildAMol!" ] } ], "metadata": { "kernelspec": { "display_name": "base", "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": "3.12.3" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 }