Enumerate hetero cycle

enumerate_hetero_cycle.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "RDKit WARNING: [21:47:27] Enabling RDKit 2019.09.2 jupyter extensions\n"
     ]
    }
   ],
   "source": [
    "from rdkit import rdBase\n",
    "from rdkit import Chem\n",
    "from rdkit.Chem import EnumerateHeterocycles\n",
    "from rdkit.Chem.Draw import IPythonConsole\n",
    "from rdkit.Chem import Draw\n",
    "from rdkit.Chem import AllChem\n",
    "import copy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "omeprazole = Chem.MolFromSmiles('CC1=CN=C(C(=C1OC)C)CS(=O)C2=NC3=C(N2)C=C(C=C3)OC')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<rdkit.Chem.rdchem.Mol at 0x7f6a5f9c4990>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "omeprazole"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(1, 6, 5, 4, 3, 2)\n"
     ]
    }
   ],
   "source": [
    "ringinfo = omeprazole.GetRingInfo()\n",
    "rings = ringinfo.AtomRings()\n",
    "print(rings[0])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "res = EnumerateHeterocycles.EnumerateHeterocycles(omeprazole)\n",
    "res = [m for m in res]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "384"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(res)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.PngImagePlugin.PngImageFile image mode=RGB size=600x1400 at 0x7F6A5F9C3F28>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Draw.MolsToGridImage(res[:20], molsPerRow=3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "protected_omeprazole = copy.deepcopy(omeprazole)\n",
    "for atmidx in rings[0]:\n",
    "    atom = protected_omeprazole.GetAtomWithIdx(atmidx)\n",
    "    atom.SetProp('_protected', '1')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "96"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "res2 = EnumerateHeterocycles.EnumerateHeterocycles(protected_omeprazole)\n",
    "res2 = [m for m in res2]\n",
    "len(res2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.PngImagePlugin.PngImageFile image mode=RGB size=1000x2000 at 0x7F6A5F413550>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Draw.MolsToGridImage(res2[:50], molsPerRow=5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "omeprazole_3d = copy.deepcopy(omeprazole)\n",
    "omeprazole_3d = Chem.AddHs(omeprazole_3d)\n",
    "AllChem.EmbedMolecule(omeprazole_3d)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "omeprazole_3d = Chem.RemoveHs(omeprazole_3d)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "res3 = EnumerateHeterocycles.EnumerateHeterocycles(omeprazole_3d)\n",
    "res3 = [m for m in res3]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "384"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(res3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "mol1 = res3[2]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "     RDKit          3D\n",
      "\n",
      " 24 26  0  0  0  0  0  0  0  0999 V2000\n",
      "    6.0923    0.6225   -1.5847 N   0  0  0  0  0  0  0  0  0  0  0  0\n",
      "    6.2125    0.3942   -0.2071 C   0  0  0  0  0  0  0  0  0  0  0  0\n",
      "    4.8836    0.3569   -2.1555 C   0  0  0  0  0  0  0  0  0  0  0  0\n",
      "    5.1305   -0.0779    0.4974 C   0  0  0  0  0  0  0  0  0  0  0  0\n",
      "    7.4002    0.6376    0.4449 O   0  0  0  0  0  0  0  0  0  0  0  0\n",
      "    3.7855   -0.1168   -1.4688 C   0  0  0  0  0  0  0  0  0  0  0  0\n",
      "    3.9196   -0.3364   -0.1139 C   0  0  0  0  0  0  0  0  0  0  0  0\n",
      "    7.4846    0.3963    1.8319 C   0  0  0  0  0  0  0  0  0  0  0  0\n",
      "    2.5423   -0.4333   -1.8307 N   0  0  0  0  0  0  0  0  0  0  0  0\n",
      "    2.7300   -0.7911    0.3272 N   0  0  0  0  0  0  0  0  0  0  0  0\n",
      "    1.8989   -0.8466   -0.7246 C   0  0  0  0  0  0  0  0  0  0  0  0\n",
      "    0.2092   -1.3988   -0.5837 S   0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   -0.7945    0.0474   -0.2307 C   0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   -0.2581   -2.0516   -1.8682 O   0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   -2.2164   -0.3958   -0.1089 C   0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   -2.5586   -1.6857   -0.2592 N   0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   -3.2077    0.5532    0.1670 C   0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   -3.8188   -2.1094   -0.1560 C   0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   -4.5227    0.1611    0.2823 C   0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   -2.8675    1.9780    0.3380 C   0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   -4.8095   -1.1770    0.1173 C   0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   -5.5302    1.0408    0.5498 O   0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   -6.1948   -1.6497    0.2297 C   0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   -5.9722    1.3858    1.8475 C   0  0  0  0  0  0  0  0  0  0  0  0\n",
      "  2  1  2  0\n",
      "  1  3  1  0\n",
      "  4  2  1  0\n",
      "  2  5  1  0\n",
      "  3  6  2  0\n",
      "  7  4  2  0\n",
      "  5  8  1  0\n",
      "  9  6  1  0\n",
      "  6  7  1  0\n",
      "  7 10  1  0\n",
      " 11  9  2  0\n",
      " 10 11  1  0\n",
      " 12 11  1  0\n",
      " 13 12  1  0\n",
      " 12 14  2  0\n",
      " 15 13  1  0\n",
      " 16 15  2  0\n",
      " 15 17  1  0\n",
      " 18 16  1  0\n",
      " 17 19  2  0\n",
      " 17 20  1  0\n",
      " 21 18  2  0\n",
      " 19 22  1  0\n",
      " 19 21  1  0\n",
      " 23 21  1  0\n",
      " 22 24  1  0\n",
      "M  END\n",
      "\n"
     ]
    }
   ],
   "source": [
    "print(Chem.MolToMolBlock(mol1))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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