{ "cells": [ { "cell_type": "markdown", "id": "47ac389c-4292-4bd8-a723-93afcde7d98a", "metadata": {}, "source": [ "## Initial imports" ] }, { "cell_type": "code", "execution_count": 1, "id": "03eac5ef-58c2-4dc4-a5f9-1fbdda42826c", "metadata": {}, "outputs": [], "source": [ "import scm.plams as plams\n", "from rdkit import Chem\n", "from rdkit.Chem import Draw\n", "from rdkit.Chem.Draw import IPythonConsole\n", "from rdkit.Chem import AllChem\n", "from typing import List, Tuple\n", "\n", "IPythonConsole.ipython_useSVG = True\n", "IPythonConsole.molSize = 250, 250" ] }, { "cell_type": "markdown", "id": "ad08bfea-fbf2-441f-a445-a9936e14c990", "metadata": {}, "source": [ "## Helper class and function\n", "\n", "The ``MoleculeConnector`` class and ``substitute()`` method below are convenient to use." ] }, { "cell_type": "code", "execution_count": 2, "id": "9b7fc767-fe74-4f6c-9c5d-a2b0e29cb317", "metadata": {}, "outputs": [], "source": [ "class MoleculeConnector:\n", " def __init__(self, molecule, connector, name=\"molecule\"):\n", " self.name = name\n", " self.molecule = molecule\n", " self.molecule.properties.name = name\n", " self.connector = connector # 2-tuple of integers, unlike the Molecule.substitute() method which uses two atoms\n", "\n", " def __str__(self):\n", " return f\"\"\"\n", "Name: {self.name}\n", "{self.molecule}\n", "Connector: {self.connector}. This means that when substitution is performed atom {self.connector[0]} will be kept in the substituted molecule. Atom {self.connector[1]}, and anything connected to it, will NOT be kept.\n", " \"\"\"\n", "\n", "\n", "def substitute(substrate: MoleculeConnector, ligand: MoleculeConnector):\n", " \"\"\"\n", " Returns: Molecule with the ligand added to the substrate, replacing the respective connector bonds.\n", " \"\"\"\n", " molecule = substrate.molecule.copy()\n", " molecule.substitute(\n", " connector=(molecule[substrate.connector[0]], molecule[substrate.connector[1]]),\n", " ligand=ligand.molecule,\n", " ligand_connector=(\n", " ligand.molecule[ligand.connector[0]],\n", " ligand.molecule[ligand.connector[1]],\n", " ),\n", " )\n", " return molecule\n", "\n", "\n", "def set_atom_indices(rdmol: Chem.rdchem.Mol, start=0):\n", " for atom in rdmol.GetAtoms():\n", " atom.SetAtomMapNum(atom.GetIdx() + start) # give 1-based index\n", " return rdmol\n", "\n", "\n", "def to_lewis(molecule: plams.Molecule, template=None, regenerate: bool = True):\n", " if isinstance(molecule, Chem.rdchem.Mol):\n", " rdmol = molecule\n", " else:\n", " rdmol = plams.to_rdmol(molecule)\n", " if regenerate:\n", " rdmol = Chem.RemoveHs(rdmol)\n", " smiles = Chem.MolToSmiles(rdmol)\n", " rdmol = Chem.MolFromSmiles(smiles)\n", " if template is not None:\n", " AllChem.GenerateDepictionMatching2DStructure(rdmol, template)\n", " try:\n", " if molecule.properties.name:\n", " rdmol.SetProp(\"_Name\", molecule.properties.name)\n", " except AttributeError:\n", " pass\n", " return rdmol\n", "\n", "\n", "def smiles2template(smiles: str):\n", " template = Chem.MolFromSmiles(smiles)\n", " AllChem.Compute2DCoords(template)\n", " return template\n", "\n", "\n", "def draw_lewis_grid(\n", " molecules: List[plams.Molecule],\n", " molsPerRow: int = 4,\n", " template_smiles: str = None,\n", " regenerate: bool = False,\n", " draw_atom_indices: bool = False,\n", " draw_legend: bool = True,\n", "):\n", " template = None\n", " if template_smiles:\n", " template = smiles2template(template_smiles)\n", "\n", " rdmols = [to_lewis(x, template=template, regenerate=regenerate) for x in molecules]\n", " if draw_atom_indices:\n", " for rdmol in rdmols:\n", " set_atom_indices(rdmol, start=1)\n", " legends = None\n", " if draw_legend:\n", " try:\n", " legends = [x.properties.name or f\"mol{i}\" for i, x in enumerate(molecules)]\n", " except AttributeError:\n", " pass\n", "\n", " return Draw.MolsToGridImage(rdmols, molsPerRow=molsPerRow, legends=legends)" ] }, { "cell_type": "markdown", "id": "dc7a0846-13a1-4df8-9466-365bbf1b68bc", "metadata": {}, "source": [ "## Generate substrate molecule" ] }, { "cell_type": "code", "execution_count": 3, "id": "a1a55ff8-24aa-4758-be37-a74e6fa8f50c", "metadata": {}, "outputs": [], "source": [ "substrate_smiles = \"c1ccccc1\"\n", "substrate = plams.from_smiles(substrate_smiles, forcefield=\"uff\")\n", "substrate.properties.name = \"benzene\"" ] }, { "cell_type": "markdown", "id": "738006d4-0b52-47ea-a2e8-773a15761b13", "metadata": {}, "source": [ "## Find out which bond to cleave" ] }, { "cell_type": "markdown", "id": "20b74b17-9cbe-4aba-93dd-fad7eb6fa310", "metadata": {}, "source": [ "In the molecule you need to define which bond to cleave. To find out the bonds, run for example:" ] }, { "cell_type": "code", "execution_count": 4, "id": "c4bd952f-ac83-4147-9d41-6757deeb01cf", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "C(1)--C(2)\n", "C(2)--C(3)\n", "C(3)--C(4)\n", "C(4)--C(5)\n", "C(5)--C(6)\n", "C(6)--C(1)\n", "C(1)--H(7)\n", "C(2)--H(8)\n", "C(3)--H(9)\n", "C(4)--H(10)\n", "C(5)--H(11)\n", "C(6)--H(12)\n" ] } ], "source": [ "for b in substrate.bonds:\n", " el1 = b.atom1.symbol\n", " el2 = b.atom2.symbol\n", " idx1, idx2 = substrate.index(b)\n", " print(f\"{el1}({idx1})--{el2}({idx2})\")" ] }, { "cell_type": "markdown", "id": "d0057fb8-c42e-437b-a080-00e7f193a058", "metadata": {}, "source": [ "to find that atoms 6 (C) and 12 (H) are bonded. We will choose this bond to cleave.\n", "\n", "Alternatively, we can inspect the molecule inside a Jupyter notebook, visualizing with AMSView, to also find that atoms 6 (C) and 12 (H) are bonded." ] }, { "cell_type": "code", "execution_count": 5, "id": "0507ab80-9c6b-4a44-9d54-3f2b644f2d27", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[10.04|11:46:11] Starting Xvfb...\n", "[10.04|11:46:11] Xvfb started\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "plams.view(\n", " substrate, padding=-0.5, show_atom_labels=True, atom_label_type=\"Name\", width=300, height=300\n", ")" ] }, { "cell_type": "code", "execution_count": 6, "id": "1e50003c-568f-4ddc-8fcf-e7f0e9e9e0e4", "metadata": {}, "outputs": [], "source": [ "substrate_connector = MoleculeConnector(\n", " substrate, (6, 12), \"phenyl\"\n", ") # benzene becomes phenyl when bond between atoms 6,12 is cleaved" ] }, { "cell_type": "markdown", "id": "3e6c7e11-d3a2-4577-9f1f-b437ba209973", "metadata": {}, "source": [ "## Define ligands" ] }, { "cell_type": "markdown", "id": "3fcc997b-bfcc-4271-b097-dbdc9aa30de7", "metadata": {}, "source": [ "Perform the same steps for the ligands.\n", "\n", "**Note**: The ligands below have an extra hydrogen or even more atoms compared to the name that they're given." ] }, { "cell_type": "code", "execution_count": 7, "id": "374842d3-b569-4eae-b3a4-7fb095b212e5", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ligands = [\n", " MoleculeConnector(\n", " plams.from_smiles(\"CCOC(=O)C\", forcefield=\"uff\"), (3, 2), \"acetate\"\n", " ), # ethyl acetate, bond from O to C cleaved\n", " MoleculeConnector(\n", " plams.from_smiles(\"O=NO\", forcefield=\"uff\"), (3, 4), \"nitrite\"\n", " ), # nitrous acid, bond from O to H cleaved\n", " MoleculeConnector(\n", " plams.from_smiles(\"Cl\", forcefield=\"uff\"), (1, 2), \"chloride\"\n", " ), # hydrogen chloride, bond from Cl to H cleaved\n", " MoleculeConnector(\n", " plams.from_smiles(\"c1ccccc1\", forcefield=\"uff\"), (6, 12), \"phenyl\"\n", " ), # benzene, bond to C to H cleaved\n", "]\n", "\n", "ligand_molecules = [ligand.molecule for ligand in ligands]\n", "\n", "images = {\n", " ligand.name: plams.view(\n", " ligand.molecule, width=400, show_atom_labels=True, atom_label_type=\"Name\"\n", " )\n", " for ligand in ligands\n", "}\n", "\n", "plams.plot_image_grid(images);" ] }, { "cell_type": "markdown", "id": "79fd67c3-b4f0-484f-8564-d09dc74d457e", "metadata": {}, "source": [ "Above we see that cleaving the bonds from O(3)-C(2), O(3)-H(4), Cl(1)-H(2), and C(6)-H(12) will give the acetate, nitrite, chloride, and phenyl substituents, respectively." ] }, { "cell_type": "markdown", "id": "7f1251f1-6039-4ea5-80f8-a06878b5f34c", "metadata": {}, "source": [ "## Generate substituted molecules" ] }, { "cell_type": "code", "execution_count": 8, "id": "45a53cfe-137c-4ba4-9ce8-bee013990eb5", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Writing phenyl--acetate.xyz\n", "phenyl--acetate formula: {'C': 8, 'H': 8, 'O': 2}\n", "Writing phenyl--nitrite.xyz\n", "phenyl--nitrite formula: {'C': 6, 'H': 5, 'O': 2, 'N': 1}\n", "Writing phenyl--chloride.xyz\n", "phenyl--chloride formula: {'C': 6, 'H': 5, 'Cl': 1}\n", "Writing phenyl--phenyl.xyz\n", "phenyl--phenyl formula: {'C': 12, 'H': 10}\n" ] } ], "source": [ "mols = []\n", "\n", "for ligand in ligands:\n", " mol = substitute(substrate_connector, ligand)\n", " mol.properties.name = f\"{substrate_connector.name}--{ligand.name}\"\n", " mols.append(mol)\n", " print(f\"Writing {mol.properties.name}.xyz\")\n", " mol.write(f\"{mol.properties.name}.xyz\")\n", " print(f\"{mol.properties.name} formula: {mol.get_formula(as_dict=True)}\")" ] }, { "cell_type": "markdown", "id": "132e2d2e-e763-4d9a-ab49-f3ca5f58a552", "metadata": {}, "source": [ "## Plot 3D structures with PLAMS" ] }, { "cell_type": "code", "execution_count": 9, "id": "be3cdaef-d6b9-4a2d-b950-8d242dc62aa9", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "images = {mol.properties.name: plams.view(mol, width=400) for mol in mols}\n", "\n", "plams.plot_image_grid(images, rows=1);" ] }, { "cell_type": "markdown", "id": "f5d2cd1d-f97e-4c22-b2f2-9a99b26ff350", "metadata": {}, "source": [ "## Plot 2D Lewis structures with RDKit\n", "\n", "The molecules can be aligned by using a benzene template. The ``regenerate`` option regenerates the molecule with RDkit to clean up the atomic positions." ] }, { "cell_type": "code", "execution_count": 10, "id": "bc8f6a33-91b5-4a9b-8f2c-f07ee9049551", "metadata": {}, "outputs": [ { "data": { "image/svg+xml": [ "\n", " \n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "O\n", "O\n", "phenyl--acetate\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "O\n", "N\n", "O\n", "phenyl--nitrite\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "Cl\n", "phenyl--chloride\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "phenyl--phenyl\n", "" ], "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "draw_lewis_grid(mols, template_smiles=substrate_smiles, regenerate=True)" ] }, { "cell_type": "code", "execution_count": null, "id": "4525b62d-76ca-43a7-a4f8-ea94177c7c21", "metadata": {}, "outputs": [], "source": [] } ], "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": "3.8.16" } }, "nbformat": 4, "nbformat_minor": 5 }