Skip to content

Instantly share code, notes, and snippets.

@madgpap

madgpap/MDS

Last active January 3, 2016 23:59
Show Gist options
  • Star 1 You must be signed in to star a gist
  • Fork 0 You must be signed in to fork a gist
  • Save madgpap/8538507 to your computer and use it in GitHub Desktop.
Save madgpap/8538507 to your computer and use it in GitHub Desktop.
Download ZIP
MDS visualisation with ChEMBL and Python scientific libs
Raw
MDS
{
"metadata": {
"name": "MDS"
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
{
"cell_type": "heading",
"level": 1,
"metadata": {},
"source": "Compound Multi-Dimensional Scaling (MDS) Visualisation using ChEMBL, Pandas, RDKit, SciPy, SciKit and ggplot"
},
{
"cell_type": "heading",
"level": 3,
"metadata": {},
"source": "George Papadatos, ChEMBL Group."
},
{
"cell_type": "code",
"collapsed": false,
"input": "import requests\n\nimport pandas as pd\n\nfrom rdkit.Chem.Draw import IPythonConsole\nfrom rdkit.Chem import PandasTools\nfrom rdkit.Chem import AllChem as Chem\nfrom rdkit.Chem import DataStructs\n\nfrom scipy.spatial.distance import *\nimport numpy as np\nfrom sklearn import manifold\n\nfrom ggplot import *",
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 160
},
{
"cell_type": "heading",
"level": 2,
"metadata": {},
"source": "1) Fetch and process data from the ChEMBL web services"
},
{
"cell_type": "code",
"collapsed": false,
"input": "TRGT = 'CHEMBL5024'",
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 161
},
{
"cell_type": "code",
"collapsed": false,
"input": "re = requests.get('https://www.ebi.ac.uk/chemblws/targets/{0}/bioactivities.json'.format(TRGT))",
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 162
},
{
"cell_type": "code",
"collapsed": false,
"input": "data = pd.DataFrame(re.json()['bioactivities'])",
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 163
},
{
"cell_type": "code",
"collapsed": false,
"input": "data.head()",
"language": "python",
"metadata": {},
"outputs": [
{
"html": "<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n<table border=\"1\" class=\"dataframe\">\n <thead>\n <tr style=\"text-align: right;\">\n <th></th>\n <th>activity_comment</th>\n <th>assay_chemblid</th>\n <th>assay_description</th>\n <th>assay_type</th>\n <th>bioactivity_type</th>\n <th>ingredient_cmpd_chemblid</th>\n <th>name_in_reference</th>\n <th>operator</th>\n <th>organism</th>\n <th>parent_cmpd_chemblid</th>\n <th>reference</th>\n <th>target_chemblid</th>\n <th>target_confidence</th>\n <th>target_name</th>\n <th>units</th>\n <th>value</th>\n </tr>\n </thead>\n <tbody>\n <tr>\n <th>0</th>\n <td> Unspecified</td>\n <td> CHEMBL2330631</td>\n <td> Inhibition of ATR-mediated CHK1 phosphorylation at serine 345 in human HT29 cells after 1 hr in presence of 4-nitroquinoline 1-oxide</td>\n <td> B</td>\n <td> IC50</td>\n <td> CHEMBL2325438</td>\n <td> 36</td>\n <td> =</td>\n <td> Homo sapiens</td>\n <td> CHEMBL2325438</td>\n <td> J. Med. Chem., (2013) 56:5:2125</td>\n <td> CHEMBL5024</td>\n <td> 9</td>\n <td> Serine-protein kinase ATR</td>\n <td> nM</td>\n <td> 9200</td>\n </tr>\n <tr>\n <th>1</th>\n <td> Unspecified</td>\n <td> CHEMBL2330631</td>\n <td> Inhibition of ATR-mediated CHK1 phosphorylation at serine 345 in human HT29 cells after 1 hr in presence of 4-nitroquinoline 1-oxide</td>\n <td> B</td>\n <td> IC50</td>\n <td> CHEMBL2325726</td>\n <td> 35</td>\n <td> =</td>\n <td> Homo sapiens</td>\n <td> CHEMBL2325726</td>\n <td> J. Med. Chem., (2013) 56:5:2125</td>\n <td> CHEMBL5024</td>\n <td> 9</td>\n <td> Serine-protein kinase ATR</td>\n <td> nM</td>\n <td> 15000</td>\n </tr>\n <tr>\n <th>2</th>\n <td> Unspecified</td>\n <td> CHEMBL2330631</td>\n <td> Inhibition of ATR-mediated CHK1 phosphorylation at serine 345 in human HT29 cells after 1 hr in presence of 4-nitroquinoline 1-oxide</td>\n <td> B</td>\n <td> IC50</td>\n <td> CHEMBL2325723</td>\n <td> 32</td>\n <td> =</td>\n <td> Homo sapiens</td>\n <td> CHEMBL2325723</td>\n <td> J. Med. Chem., (2013) 56:5:2125</td>\n <td> CHEMBL5024</td>\n <td> 9</td>\n <td> Serine-protein kinase ATR</td>\n <td> nM</td>\n <td> 7200</td>\n </tr>\n <tr>\n <th>3</th>\n <td> Unspecified</td>\n <td> CHEMBL2330631</td>\n <td> Inhibition of ATR-mediated CHK1 phosphorylation at serine 345 in human HT29 cells after 1 hr in presence of 4-nitroquinoline 1-oxide</td>\n <td> B</td>\n <td> IC50</td>\n <td> CHEMBL2325714</td>\n <td> 22</td>\n <td> ></td>\n <td> Homo sapiens</td>\n <td> CHEMBL2325714</td>\n <td> J. Med. Chem., (2013) 56:5:2125</td>\n <td> CHEMBL5024</td>\n <td> 9</td>\n <td> Serine-protein kinase ATR</td>\n <td> nM</td>\n <td> 30000</td>\n </tr>\n <tr>\n <th>4</th>\n <td> Unspecified</td>\n <td> CHEMBL2330631</td>\n <td> Inhibition of ATR-mediated CHK1 phosphorylation at serine 345 in human HT29 cells after 1 hr in presence of 4-nitroquinoline 1-oxide</td>\n <td> B</td>\n <td> IC50</td>\n <td> CHEMBL2030442</td>\n <td> 5</td>\n <td> =</td>\n <td> Homo sapiens</td>\n <td> CHEMBL2030442</td>\n <td> J. Med. Chem., (2013) 56:5:2125</td>\n <td> CHEMBL5024</td>\n <td> 9</td>\n <td> Serine-protein kinase ATR</td>\n <td> nM</td>\n <td> 1100</td>\n </tr>\n </tbody>\n</table>\n</div>",
"metadata": {},
"output_type": "pyout",
"prompt_number": 164,
"text": " activity_comment assay_chemblid assay_description assay_type bioactivity_type ingredient_cmpd_chemblid name_in_reference operator organism parent_cmpd_chemblid reference target_chemblid target_confidence target_name units value\n0 Unspecified CHEMBL2330631 Inhibition of ATR-mediated CHK1 phosphorylation at serine 345 in human HT29 cells after 1 hr in presence of 4-nitroquinoline 1-oxide B IC50 CHEMBL2325438 36 = Homo sapiens CHEMBL2325438 J. Med. Chem., (2013) 56:5:2125 CHEMBL5024 9 Serine-protein kinase ATR nM 9200\n1 Unspecified CHEMBL2330631 Inhibition of ATR-mediated CHK1 phosphorylation at serine 345 in human HT29 cells after 1 hr in presence of 4-nitroquinoline 1-oxide B IC50 CHEMBL2325726 35 = Homo sapiens CHEMBL2325726 J. Med. Chem., (2013) 56:5:2125 CHEMBL5024 9 Serine-protein kinase ATR nM 15000\n2 Unspecified CHEMBL2330631 Inhibition of ATR-mediated CHK1 phosphorylation at serine 345 in human HT29 cells after 1 hr in presence of 4-nitroquinoline 1-oxide B IC50 CHEMBL2325723 32 = Homo sapiens CHEMBL2325723 J. Med. Chem., (2013) 56:5:2125 CHEMBL5024 9 Serine-protein kinase ATR nM 7200\n3 Unspecified CHEMBL2330631 Inhibition of ATR-mediated CHK1 phosphorylation at serine 345 in human HT29 cells after 1 hr in presence of 4-nitroquinoline 1-oxide B IC50 CHEMBL2325714 22 > Homo sapiens CHEMBL2325714 J. Med. Chem., (2013) 56:5:2125 CHEMBL5024 9 Serine-protein kinase ATR nM 30000\n4 Unspecified CHEMBL2330631 Inhibition of ATR-mediated CHK1 phosphorylation at serine 345 in human HT29 cells after 1 hr in presence of 4-nitroquinoline 1-oxide B IC50 CHEMBL2030442 5 = Homo sapiens CHEMBL2030442 J. Med. Chem., (2013) 56:5:2125 CHEMBL5024 9 Serine-protein kinase ATR nM 1100"
}
],
"prompt_number": 164
},
{
"cell_type": "code",
"collapsed": false,
"input": "data = data.drop_duplicates(['parent_cmpd_chemblid'])",
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 165
},
{
"cell_type": "code",
"collapsed": false,
"input": "data.shape",
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 166,
"text": "(135, 16)"
}
],
"prompt_number": 166
},
{
"cell_type": "heading",
"level": 3,
"metadata": {},
"source": "Remove assays with less than 4 compounds"
},
{
"cell_type": "code",
"collapsed": false,
"input": "assays = data[['assay_chemblid','target_chemblid']]",
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 167
},
{
"cell_type": "code",
"collapsed": false,
"input": "assays = assays.groupby('assay_chemblid').count()",
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 168
},
{
"cell_type": "code",
"collapsed": false,
"input": "goodassays = list(assays.ix[assays.assay_chemblid >= 4].index)",
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 169
},
{
"cell_type": "code",
"collapsed": false,
"input": "data = data.ix[data.assay_chemblid.isin(goodassays)]",
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 170
},
{
"cell_type": "code",
"collapsed": false,
"input": "data.shape",
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 171,
"text": "(124, 16)"
}
],
"prompt_number": 171
},
{
"cell_type": "heading",
"level": 2,
"metadata": {},
"source": "2) Fetch SMILES and append to the frame - Convert to RDKit"
},
{
"cell_type": "code",
"collapsed": false,
"input": "def fetch_SMILES(chemblid):\n return str(requests.get('https://www.ebi.ac.uk/chemblws/compounds/{}.json'.format(chemblid)).json()['compound']['smiles'])",
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 172
},
{
"cell_type": "code",
"collapsed": false,
"input": "data['SMILES'] = data['parent_cmpd_chemblid'].map(fetch_SMILES)",
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 173
},
{
"cell_type": "code",
"collapsed": false,
"input": "PandasTools.AddMoleculeColumnToFrame(data, smilesCol = 'SMILES')",
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 174
},
{
"cell_type": "code",
"collapsed": false,
"input": "mols = data[['parent_cmpd_chemblid','name_in_reference','SMILES', 'ROMol', 'assay_chemblid']]",
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 175
},
{
"cell_type": "code",
"collapsed": false,
"input": "mols.shape",
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 176,
"text": "(124, 5)"
}
],
"prompt_number": 176
},
{
"cell_type": "code",
"collapsed": false,
"input": "mols.head()",
"language": "python",
"metadata": {},
"outputs": [
{
"html": "<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n<table border=\"1\" class=\"dataframe\">\n <thead>\n <tr style=\"text-align: right;\">\n <th></th>\n <th>parent_cmpd_chemblid</th>\n <th>name_in_reference</th>\n <th>SMILES</th>\n <th>ROMol</th>\n <th>assay_chemblid</th>\n </tr>\n </thead>\n <tbody>\n <tr>\n <th>0</th>\n <td> CHEMBL2325438</td>\n <td> 36</td>\n <td> CS(=O)(=O)C1(CC1)c2cc(nc(n2)c3cc(cc4[nH]ccc34)C(=O)N)N5CCOCC5</td>\n <td> <img src=\"data:image/png;base64,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\" alt=\"Mol\"/></td>\n <td> CHEMBL2330631</td>\n </tr>\n <tr>\n <th>1</th>\n <td> CHEMBL2325726</td>\n <td> 35</td>\n <td> CNC(=O)c1cc(c2nc(cc(n2)C3(CC3)S(=O)(=O)C)N4CCOCC4)c5cc[nH]c5c1</td>\n <td> <img src=\"data:image/png;base64,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\" alt=\"Mol\"/></td>\n <td> CHEMBL2330631</td>\n </tr>\n <tr>\n <th>2</th>\n <td> CHEMBL2325723</td>\n <td> 32</td>\n <td> CS(=O)(=O)C1(CC1)c2cc(nc(n2)c3cccc4[nH]c(cc34)C#N)N5CCOCC5</td>\n <td> <img src=\"data:image/png;base64,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\" alt=\"Mol\"/></td>\n <td> CHEMBL2330631</td>\n </tr>\n <tr>\n <th>3</th>\n <td> CHEMBL2325714</td>\n <td> 22</td>\n <td> CS(=O)(=O)C1(CC1)c2cc(nc(n2)c3cccc(N)c3)N4CCOCC4</td>\n <td> <img src=\"data:image/png;base64,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\" alt=\"Mol\"/></td>\n <td> CHEMBL2330631</td>\n </tr>\n <tr>\n <th>4</th>\n <td> CHEMBL2030442</td>\n <td> 5</td>\n <td> CS(=O)(=O)Cc1cc(nc(n1)c2cccc3[nH]ccc23)N4CCOCC4</td>\n <td> <img src=\"data:image/png;base64,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\" alt=\"Mol\"/></td>\n <td> CHEMBL2330631</td>\n </tr>\n </tbody>\n</table>\n</div>",
"metadata": {},
"output_type": "pyout",
"prompt_number": 177,
"text": " parent_cmpd_chemblid name_in_reference SMILES ROMol assay_chemblid\n0 CHEMBL2325438 36 CS(=O)(=O)C1(CC1)c2cc(nc(n2)c3cc(cc4[nH]ccc34)C(=O)N)N5CCOCC5 <img src=\"data:image/png;base64,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\" alt=\"Mol\"/> CHEMBL2330631\n1 CHEMBL2325726 35 CNC(=O)c1cc(c2nc(cc(n2)C3(CC3)S(=O)(=O)C)N4CCOCC4)c5cc[nH]c5c1 <img src=\"data:image/png;base64,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\" alt=\"Mol\"/> CHEMBL2330631\n2 CHEMBL2325723 32 CS(=O)(=O)C1(CC1)c2cc(nc(n2)c3cccc4[nH]c(cc34)C#N)N5CCOCC5 <img src=\"data:image/png;base64,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\" alt=\"Mol\"/> CHEMBL2330631\n3 CHEMBL2325714 22 CS(=O)(=O)C1(CC1)c2cc(nc(n2)c3cccc(N)c3)N4CCOCC4 <img src=\"data:image/png;base64,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\" alt=\"Mol\"/> CHEMBL2330631\n4 CHEMBL2030442 5 CS(=O)(=O)Cc1cc(nc(n1)c2cccc3[nH]ccc23)N4CCOCC4 <img src=\"data:image/png;base64,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\" alt=\"Mol\"/> CHEMBL2330631"
}
],
"prompt_number": 177
},
{
"cell_type": "heading",
"level": 2,
"metadata": {},
"source": "3) Calculate Fingerprint Tanimoto Distance Matrix (efficiently thanks to scipy)"
},
{
"cell_type": "code",
"collapsed": false,
"input": "fps = [Chem.GetMorganFingerprintAsBitVect(m,2,nBits=2048) for m in mols['ROMol']]",
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 178
},
{
"cell_type": "code",
"collapsed": false,
"input": "dist_mat = squareform(pdist(fps,'jaccard'))",
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 179
},
{
"cell_type": "code",
"collapsed": false,
"input": "pd.DataFrame(dist_mat, columns = mols['parent_cmpd_chemblid'], index=mols['parent_cmpd_chemblid']).head()",
"language": "python",
"metadata": {},
"outputs": [
{
"html": "<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n<table border=\"1\" class=\"dataframe\">\n <thead>\n <tr style=\"text-align: right;\">\n <th>parent_cmpd_chemblid</th>\n <th>CHEMBL2325438</th>\n <th>CHEMBL2325726</th>\n <th>CHEMBL2325723</th>\n <th>CHEMBL2325714</th>\n <th>CHEMBL2030442</th>\n <th>CHEMBL199416</th>\n <th>CHEMBL1095933</th>\n <th>CHEMBL561907</th>\n <th>CHEMBL371968</th>\n <th>CHEMBL2325708</th>\n <th>CHEMBL199050</th>\n <th>CHEMBL1766788</th>\n <th>CHEMBL1766794</th>\n <th>CHEMBL2325715</th>\n <th>CHEMBL1098243</th>\n <th>CHEMBL1766790</th>\n <th>CHEMBL200299</th>\n <th>CHEMBL2325439</th>\n <th>CHEMBL1766799</th>\n <th>CHEMBL2325704</th>\n <th>CHEMBL2325725</th>\n <th>CHEMBL1766793</th>\n <th>CHEMBL1766798</th>\n <th>CHEMBL1766762</th>\n <th>CHEMBL196764</th>\n <th>CHEMBL563985</th>\n <th>CHEMBL2325705</th>\n <th>CHEMBL198740</th>\n <th>CHEMBL1766792</th>\n <th>CHEMBL1766774</th>\n <th>CHEMBL1766802</th>\n <th>CHEMBL2325712</th>\n <th>CHEMBL2325707</th>\n <th>CHEMBL1766784</th>\n <th>CHEMBL113</th>\n <th>CHEMBL1766768</th>\n <th>CHEMBL2325710</th>\n <th>CHEMBL2325440</th>\n <th>CHEMBL1766791</th>\n <th>CHEMBL2325711</th>\n <th>CHEMBL1766769</th>\n <th>CHEMBL1766780</th>\n <th>CHEMBL1765107</th>\n <th>CHEMBL1766803</th>\n <th>CHEMBL2325720</th>\n <th>CHEMBL1766777</th>\n <th>CHEMBL2325713</th>\n <th>CHEMBL1766781</th>\n <th>CHEMBL1766787</th>\n <th>CHEMBL1766796</th>\n <th>CHEMBL1766770</th>\n <th>CHEMBL1766804</th>\n <th>CHEMBL2325698</th>\n <th>CHEMBL197227</th>\n <th>CHEMBL2325709</th>\n <th>CHEMBL1766800</th>\n <th>CHEMBL196759</th>\n <th>CHEMBL1940990</th>\n <th>CHEMBL1766760</th>\n <th>CHEMBL1766795</th>\n <th>CHEMBL2325721</th>\n <th>CHEMBL2321916</th>\n <th>CHEMBL1766759</th>\n <th>CHEMBL1766764</th>\n <th>CHEMBL1766778</th>\n <th>CHEMBL2325703</th>\n <th>CHEMBL2325724</th>\n <th>CHEMBL1766786</th>\n <th>CHEMBL562999</th>\n <th>CHEMBL199051</th>\n <th>CHEMBL436767</th>\n <th>CHEMBL200275</th>\n <th>CHEMBL197439</th>\n <th>CHEMBL1766789</th>\n <th>CHEMBL369969</th>\n <th>CHEMBL1766766</th>\n <th>CHEMBL1095627</th>\n <th>CHEMBL1095626</th>\n <th>CHEMBL1094981</th>\n <th>CHEMBL1766773</th>\n <th>CHEMBL1766765</th>\n <th>CHEMBL2325719</th>\n <th>CHEMBL1098242</th>\n <th>CHEMBL1766801</th>\n <th>CHEMBL1766763</th>\n <th>CHEMBL1940980</th>\n <th>CHEMBL2325699</th>\n <th>CHEMBL2325702</th>\n <th>CHEMBL2030436</th>\n <th>CHEMBL1766785</th>\n <th>CHEMBL2325717</th>\n <th>CHEMBL1766775</th>\n <th>CHEMBL1766761</th>\n <th>CHEMBL1766771</th>\n <th>CHEMBL2325696</th>\n <th>CHEMBL2325700</th>\n <th>CHEMBL1766767</th>\n <th>CHEMBL196964</th>\n <th>CHEMBL2325722</th>\n <th>CHEMBL1766782</th>\n <th>CHEMBL1766783</th>\n <th>CHEMBL1940981</th>\n <th>CHEMBL199216</th>\n <th>CHEMBL1766772</th>\n <th>CHEMBL370108</th>\n <th>CHEMBL198801</th>\n <th>CHEMBL222102</th>\n <th>CHEMBL2325695</th>\n <th>CHEMBL381025</th>\n <th>CHEMBL197239</th>\n <th>CHEMBL1940987</th>\n <th>CHEMBL2325716</th>\n <th>CHEMBL1095932</th>\n <th>CHEMBL199424</th>\n <th>CHEMBL2325706</th>\n <th>CHEMBL2325697</th>\n <th>CHEMBL197219</th>\n <th>CHEMBL1766776</th>\n <th>CHEMBL382501</th>\n <th>CHEMBL1097942</th>\n <th>CHEMBL2325701</th>\n <th>CHEMBL1766797</th>\n <th>CHEMBL2325718</th>\n <th>CHEMBL1766779</th>\n </tr>\n <tr>\n <th>parent_cmpd_chemblid</th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n <th></th>\n </tr>\n </thead>\n <tbody>\n <tr>\n <th>CHEMBL2325438</th>\n <td> 0.000000</td>\n <td> 0.181818</td>\n <td> 0.447368</td>\n <td> 0.457143</td>\n <td> 0.500000</td>\n <td> 0.808989</td>\n <td> 0.786408</td>\n <td> 0.801887</td>\n <td> 0.813953</td>\n <td> 0.388889</td>\n <td> 0.788235</td>\n <td> 0.861702</td>\n <td> 0.863158</td>\n <td> 0.459459</td>\n <td> 0.790476</td>\n <td> 0.877551</td>\n <td> 0.795181</td>\n <td> 0.230769</td>\n <td> 0.848485</td>\n <td> 0.261538</td>\n <td> 0.181818</td>\n <td> 0.872340</td>\n <td> 0.868687</td>\n <td> 0.888889</td>\n <td> 0.811765</td>\n <td> 0.790000</td>\n <td> 0.298507</td>\n <td> 0.795455</td>\n <td> 0.858696</td>\n <td> 0.877778</td>\n <td> 0.869565</td>\n <td> 0.441558</td>\n <td> 0.328571</td>\n <td> 0.850575</td>\n <td> 0.923077</td>\n <td> 0.873563</td>\n <td> 0.441558</td>\n <td> 0.230769</td>\n <td> 0.881720</td>\n <td> 0.410959</td>\n <td> 0.879121</td>\n <td> 0.898876</td>\n <td> 0.900000</td>\n <td> 0.880435</td>\n <td> 0.218750</td>\n <td> 0.866667</td>\n <td> 0.439394</td>\n <td> 0.891304</td>\n <td> 0.881720</td>\n <td> 0.872340</td>\n <td> 0.887640</td>\n <td> 0.844444</td>\n <td> 0.448718</td>\n <td> 0.813187</td>\n <td> 0.418919</td>\n <td> 0.847826</td>\n <td> 0.808989</td>\n <td> 0.904348</td>\n <td> 0.900000</td>\n <td> 0.877551</td>\n <td> 0.347826</td>\n <td> 0.424658</td>\n <td> 0.894118</td>\n <td> 0.898876</td>\n <td> 0.903226</td>\n <td> 0.506667</td>\n <td> 0.264706</td>\n <td> 0.861702</td>\n <td> 0.794118</td>\n <td> 0.811765</td>\n <td> 0.813953</td>\n <td> 0.790698</td>\n <td> 0.804878</td>\n <td> 0.863158</td>\n <td> 0.716049</td>\n <td> 0.881720</td>\n <td> 0.762887</td>\n <td> 0.765957</td>\n <td> 0.809091</td>\n <td> 0.835165</td>\n <td> 0.891304</td>\n <td> 0.323529</td>\n <td> 0.798165</td>\n <td> 0.857143</td>\n <td> 0.880435</td>\n <td> 0.893805</td>\n <td> 0.453333</td>\n <td> 0.646341</td>\n <td> 0.584416</td>\n <td> 0.879121</td>\n <td> 0.394366</td>\n <td> 0.870968</td>\n <td> 0.891566</td>\n <td> 0.875000</td>\n <td> 0.418919</td>\n <td> 0.578947</td>\n <td> 0.842697</td>\n <td> 0.811765</td>\n <td> 0.347222</td>\n <td> 0.900000</td>\n <td> 0.875000</td>\n <td> 0.913043</td>\n <td> 0.813187</td>\n <td> 0.882979</td>\n <td> 0.755814</td>\n <td> 0.815217</td>\n <td> 0.800000</td>\n <td> 0.253731</td>\n <td> 0.808989</td>\n <td> 0.808511</td>\n <td> 0.884956</td>\n <td> 0.416667</td>\n <td> 0.796117</td>\n <td> 0.787234</td>\n <td> 0.328571</td>\n <td> 0.418919</td>\n <td> 0.817204</td>\n <td> 0.879121</td>\n <td> 0.826087</td>\n <td> 0.801887</td>\n <td> 0.589744</td>\n <td> 0.881188</td>\n <td> 0.416667</td>\n <td> 0.855556</td>\n </tr>\n <tr>\n <th>CHEMBL2325726</th>\n <td> 0.181818</td>\n <td> 0.000000</td>\n <td> 0.461538</td>\n <td> 0.493151</td>\n <td> 0.513158</td>\n <td> 0.813187</td>\n <td> 0.754902</td>\n <td> 0.794393</td>\n <td> 0.818182</td>\n <td> 0.405405</td>\n <td> 0.793103</td>\n <td> 0.852632</td>\n <td> 0.854167</td>\n <td> 0.473684</td>\n <td> 0.783019</td>\n <td> 0.868687</td>\n <td> 0.800000</td>\n <td> 0.253731</td>\n <td> 0.840000</td>\n <td> 0.283582</td>\n <td> 0.205882</td>\n <td> 0.863158</td>\n <td> 0.860000</td>\n <td> 0.879121</td>\n <td> 0.816092</td>\n <td> 0.757576</td>\n <td> 0.318841</td>\n <td> 0.800000</td>\n <td> 0.849462</td>\n <td> 0.868132</td>\n <td> 0.884211</td>\n <td> 0.455696</td>\n <td> 0.347222</td>\n <td> 0.879121</td>\n <td> 0.925000</td>\n <td> 0.863636</td>\n <td> 0.455696</td>\n <td> 0.253731</td>\n <td> 0.872340</td>\n <td> 0.426667</td>\n <td> 0.869565</td>\n <td> 0.888889</td>\n <td> 0.890110</td>\n <td> 0.882979</td>\n <td> 0.242424</td>\n <td> 0.857143</td>\n <td> 0.455882</td>\n <td> 0.881720</td>\n <td> 0.872340</td>\n <td> 0.863158</td>\n <td> 0.877778</td>\n <td> 0.860215</td>\n <td> 0.462500</td>\n <td> 0.817204</td>\n <td> 0.434211</td>\n <td> 0.838710</td>\n <td> 0.813187</td>\n <td> 0.905983</td>\n <td> 0.888889</td>\n <td> 0.868687</td>\n <td> 0.342857</td>\n <td> 0.440000</td>\n <td> 0.883721</td>\n <td> 0.888889</td>\n <td> 0.893617</td>\n <td> 0.519481</td>\n <td> 0.285714</td>\n <td> 0.852632</td>\n <td> 0.786408</td>\n <td> 0.816092</td>\n <td> 0.818182</td>\n <td> 0.795455</td>\n <td> 0.809524</td>\n <td> 0.854167</td>\n <td> 0.722892</td>\n <td> 0.872340</td>\n <td> 0.767677</td>\n <td> 0.770833</td>\n <td> 0.801802</td>\n <td> 0.826087</td>\n <td> 0.881720</td>\n <td> 0.366197</td>\n <td> 0.790909</td>\n <td> 0.872340</td>\n <td> 0.870968</td>\n <td> 0.895652</td>\n <td> 0.467532</td>\n <td> 0.654762</td>\n <td> 0.594937</td>\n <td> 0.818182</td>\n <td> 0.432432</td>\n <td> 0.861702</td>\n <td> 0.880952</td>\n <td> 0.865169</td>\n <td> 0.434211</td>\n <td> 0.589744</td>\n <td> 0.833333</td>\n <td> 0.816092</td>\n <td> 0.428571</td>\n <td> 0.890110</td>\n <td> 0.865169</td>\n <td> 0.914530</td>\n <td> 0.817204</td>\n <td> 0.873684</td>\n <td> 0.775281</td>\n <td> 0.819149</td>\n <td> 0.804598</td>\n <td> 0.275362</td>\n <td> 0.813187</td>\n <td> 0.824742</td>\n <td> 0.886957</td>\n <td> 0.432432</td>\n <td> 0.764706</td>\n <td> 0.778947</td>\n <td> 0.347222</td>\n <td> 0.434211</td>\n <td> 0.821053</td>\n <td> 0.869565</td>\n <td> 0.829787</td>\n <td> 0.794393</td>\n <td> 0.600000</td>\n <td> 0.872549</td>\n <td> 0.432432</td>\n <td> 0.846154</td>\n </tr>\n <tr>\n <th>CHEMBL2325723</th>\n <td> 0.447368</td>\n <td> 0.461538</td>\n <td> 0.000000</td>\n <td> 0.434783</td>\n <td> 0.520000</td>\n <td> 0.795455</td>\n <td> 0.809524</td>\n <td> 0.824074</td>\n <td> 0.800000</td>\n <td> 0.410959</td>\n <td> 0.743902</td>\n <td> 0.885417</td>\n <td> 0.886598</td>\n <td> 0.394366</td>\n <td> 0.813084</td>\n <td> 0.900000</td>\n <td> 0.780488</td>\n <td> 0.424658</td>\n <td> 0.871287</td>\n <td> 0.287879</td>\n <td> 0.461538</td>\n <td> 0.895833</td>\n <td> 0.901961</td>\n <td> 0.913043</td>\n <td> 0.811765</td>\n <td> 0.813725</td>\n <td> 0.323529</td>\n <td> 0.781609</td>\n <td> 0.882979</td>\n <td> 0.902174</td>\n <td> 0.869565</td>\n <td> 0.461538</td>\n <td> 0.352113</td>\n <td> 0.913043</td>\n <td> 0.923077</td>\n <td> 0.886364</td>\n <td> 0.461538</td>\n <td> 0.424658</td>\n <td> 0.905263</td>\n <td> 0.432432</td>\n <td> 0.891304</td>\n <td> 0.923077</td>\n <td> 0.923913</td>\n <td> 0.880435</td>\n <td> 0.416667</td>\n <td> 0.891304</td>\n <td> 0.415385</td>\n <td> 0.914894</td>\n <td> 0.905263</td>\n <td> 0.895833</td>\n <td> 0.900000</td>\n <td> 0.818182</td>\n <td> 0.468354</td>\n <td> 0.786517</td>\n <td> 0.440000</td>\n <td> 0.884211</td>\n <td> 0.767442</td>\n <td> 0.864865</td>\n <td> 0.926829</td>\n <td> 0.900000</td>\n <td> 0.416667</td>\n <td> 0.357143</td>\n <td> 0.919540</td>\n <td> 0.923077</td>\n <td> 0.879121</td>\n <td> 0.526316</td>\n <td> 0.361111</td>\n <td> 0.885417</td>\n <td> 0.817308</td>\n <td> 0.811765</td>\n <td> 0.813953</td>\n <td> 0.776471</td>\n <td> 0.804878</td>\n <td> 0.886598</td>\n <td> 0.776471</td>\n <td> 0.893617</td>\n <td> 0.800000</td>\n <td> 0.804124</td>\n <td> 0.830357</td>\n <td> 0.860215</td>\n <td> 0.840909</td>\n <td> 0.459459</td>\n <td> 0.819820</td>\n <td> 0.831461</td>\n <td> 0.892473</td>\n <td> 0.913043</td>\n <td> 0.473684</td>\n <td> 0.576923</td>\n <td> 0.654321</td>\n <td> 0.903226</td>\n <td> 0.347826</td>\n <td> 0.894737</td>\n <td> 0.904762</td>\n <td> 0.887640</td>\n <td> 0.440000</td>\n <td> 0.650000</td>\n <td> 0.855556</td>\n <td> 0.797619</td>\n <td> 0.275362</td>\n <td> 0.923913</td>\n <td> 0.912088</td>\n <td> 0.873874</td>\n <td> 0.772727</td>\n <td> 0.858696</td>\n <td> 0.811111</td>\n <td> 0.775281</td>\n <td> 0.771084</td>\n <td> 0.440000</td>\n <td> 0.795455</td>\n <td> 0.782609</td>\n <td> 0.904348</td>\n <td> 0.298507</td>\n <td> 0.819048</td>\n <td> 0.787234</td>\n <td> 0.352113</td>\n <td> 0.440000</td>\n <td> 0.777778</td>\n <td> 0.903226</td>\n <td> 0.813187</td>\n <td> 0.824074</td>\n <td> 0.589744</td>\n <td> 0.902913</td>\n <td> 0.218750</td>\n <td> 0.880435</td>\n </tr>\n <tr>\n <th>CHEMBL2325714</th>\n <td> 0.457143</td>\n <td> 0.493151</td>\n <td> 0.434783</td>\n <td> 0.000000</td>\n <td> 0.597222</td>\n <td> 0.784810</td>\n <td> 0.776596</td>\n <td> 0.793814</td>\n <td> 0.773333</td>\n <td> 0.507042</td>\n <td> 0.743243</td>\n <td> 0.831325</td>\n <td> 0.833333</td>\n <td> 0.400000</td>\n <td> 0.781250</td>\n <td> 0.863636</td>\n <td> 0.750000</td>\n <td> 0.455882</td>\n <td> 0.818182</td>\n <td> 0.390625</td>\n <td> 0.493151</td>\n <td> 0.843373</td>\n <td> 0.853933</td>\n <td> 0.875000</td>\n <td> 0.786667</td>\n <td> 0.780220</td>\n <td> 0.424242</td>\n <td> 0.753247</td>\n <td> 0.827160</td>\n <td> 0.833333</td>\n <td> 0.810127</td>\n <td> 0.533333</td>\n <td> 0.449275</td>\n <td> 0.860759</td>\n <td> 0.911765</td>\n <td> 0.871795</td>\n <td> 0.552632</td>\n <td> 0.455882</td>\n <td> 0.853659</td>\n <td> 0.527778</td>\n <td> 0.878049</td>\n <td> 0.871795</td>\n <td> 0.858974</td>\n <td> 0.822785</td>\n <td> 0.447761</td>\n <td> 0.820513</td>\n <td> 0.211538</td>\n <td> 0.864198</td>\n <td> 0.853659</td>\n <td> 0.843373</td>\n <td> 0.887500</td>\n <td> 0.810127</td>\n <td> 0.558442</td>\n <td> 0.790123</td>\n <td> 0.534247</td>\n <td> 0.829268</td>\n <td> 0.769231</td>\n <td> 0.884615</td>\n <td> 0.885714</td>\n <td> 0.850575</td>\n <td> 0.447761</td>\n <td> 0.409091</td>\n <td> 0.849315</td>\n <td> 0.871795</td>\n <td> 0.878049</td>\n <td> 0.621622</td>\n <td> 0.478873</td>\n <td> 0.831325</td>\n <td> 0.784946</td>\n <td> 0.802632</td>\n <td> 0.789474</td>\n <td> 0.763158</td>\n <td> 0.777778</td>\n <td> 0.833333</td>\n <td> 0.779221</td>\n <td> 0.880952</td>\n <td> 0.720930</td>\n <td> 0.722892</td>\n <td> 0.801980</td>\n <td> 0.784810</td>\n <td> 0.891566</td>\n <td> 0.424242</td>\n <td> 0.790000</td>\n <td> 0.825000</td>\n <td> 0.865854</td>\n <td> 0.894231</td>\n <td> 0.567568</td>\n <td> 0.597222</td>\n <td> 0.565217</td>\n <td> 0.850000</td>\n <td> 0.400000</td>\n <td> 0.827160</td>\n <td> 0.876712</td>\n <td> 0.873418</td>\n <td> 0.534247</td>\n <td> 0.558824</td>\n <td> 0.837500</td>\n <td> 0.770270</td>\n <td> 0.420290</td>\n <td> 0.873418</td>\n <td> 0.858974</td>\n <td> 0.894231</td>\n <td> 0.775000</td>\n <td> 0.841463</td>\n <td> 0.723684</td>\n <td> 0.777778</td>\n <td> 0.773333</td>\n <td> 0.471429</td>\n <td> 0.769231</td>\n <td> 0.785714</td>\n <td> 0.884615</td>\n <td> 0.400000</td>\n <td> 0.787234</td>\n <td> 0.790698</td>\n <td> 0.449275</td>\n <td> 0.534247</td>\n <td> 0.765432</td>\n <td> 0.835443</td>\n <td> 0.790123</td>\n <td> 0.793814</td>\n <td> 0.591549</td>\n <td> 0.855556</td>\n <td> 0.400000</td>\n <td> 0.822785</td>\n </tr>\n <tr>\n <th>CHEMBL2030442</th>\n <td> 0.500000</td>\n <td> 0.513158</td>\n <td> 0.520000</td>\n <td> 0.597222</td>\n <td> 0.000000</td>\n <td> 0.777778</td>\n <td> 0.808081</td>\n <td> 0.800000</td>\n <td> 0.782051</td>\n <td> 0.373134</td>\n <td> 0.720000</td>\n <td> 0.850575</td>\n <td> 0.852273</td>\n <td> 0.573333</td>\n <td> 0.811881</td>\n <td> 0.868132</td>\n <td> 0.760000</td>\n <td> 0.478873</td>\n <td> 0.836957</td>\n <td> 0.317460</td>\n <td> 0.513158</td>\n <td> 0.862069</td>\n <td> 0.858696</td>\n <td> 0.892857</td>\n <td> 0.794872</td>\n <td> 0.800000</td>\n <td> 0.328125</td>\n <td> 0.762500</td>\n <td> 0.847059</td>\n <td> 0.853659</td>\n <td> 0.845238</td>\n <td> 0.430556</td>\n <td> 0.358209</td>\n <td> 0.879518</td>\n <td> 0.915493</td>\n <td> 0.848101</td>\n <td> 0.430556</td>\n <td> 0.478873</td>\n <td> 0.885057</td>\n <td> 0.397059</td>\n <td> 0.855422</td>\n <td> 0.890244</td>\n <td> 0.891566</td>\n <td> 0.857143</td>\n <td> 0.471429</td>\n <td> 0.841463</td>\n <td> 0.608696</td>\n <td> 0.882353</td>\n <td> 0.872093</td>\n <td> 0.862069</td>\n <td> 0.864198</td>\n <td> 0.802469</td>\n <td> 0.480000</td>\n <td> 0.737500</td>\n <td> 0.405797</td>\n <td> 0.848837</td>\n <td> 0.746835</td>\n <td> 0.866667</td>\n <td> 0.905405</td>\n <td> 0.855556</td>\n <td> 0.513889</td>\n <td> 0.520548</td>\n <td> 0.884615</td>\n <td> 0.890244</td>\n <td> 0.895349</td>\n <td> 0.306452</td>\n <td> 0.500000</td>\n <td> 0.850575</td>\n <td> 0.804124</td>\n <td> 0.794872</td>\n <td> 0.797468</td>\n <td> 0.756410</td>\n <td> 0.786667</td>\n <td> 0.852273</td>\n <td> 0.689189</td>\n <td> 0.858824</td>\n <td> 0.784946</td>\n <td> 0.775281</td>\n <td> 0.807692</td>\n <td> 0.807229</td>\n <td> 0.869048</td>\n <td> 0.513889</td>\n <td> 0.807692</td>\n <td> 0.817073</td>\n <td> 0.870588</td>\n <td> 0.886792</td>\n <td> 0.506849</td>\n <td> 0.322581</td>\n <td> 0.327869</td>\n <td> 0.869048</td>\n <td> 0.513889</td>\n <td> 0.847059</td>\n <td> 0.896104</td>\n <td> 0.850000</td>\n <td> 0.472222</td>\n <td> 0.316667</td>\n <td> 0.814815</td>\n <td> 0.779221</td>\n <td> 0.526316</td>\n <td> 0.891566</td>\n <td> 0.878049</td>\n <td> 0.886792</td>\n <td> 0.753086</td>\n <td> 0.860465</td>\n <td> 0.765432</td>\n <td> 0.756098</td>\n <td> 0.733333</td>\n <td> 0.493151</td>\n <td> 0.777778</td>\n <td> 0.764706</td>\n <td> 0.866667</td>\n <td> 0.492958</td>\n <td> 0.806122</td>\n <td> 0.770115</td>\n <td> 0.358209</td>\n <td> 0.472222</td>\n <td> 0.728395</td>\n <td> 0.855422</td>\n <td> 0.783133</td>\n <td> 0.811881</td>\n <td> 0.254237</td>\n <td> 0.860215</td>\n <td> 0.492958</td>\n <td> 0.843373</td>\n </tr>\n </tbody>\n</table>\n</div>",
"metadata": {},
"output_type": "pyout",
"prompt_number": 180,
"text": "parent_cmpd_chemblid CHEMBL2325438 CHEMBL2325726 CHEMBL2325723 CHEMBL2325714 CHEMBL2030442 CHEMBL199416 CHEMBL1095933 CHEMBL561907 CHEMBL371968 CHEMBL2325708 CHEMBL199050 CHEMBL1766788 CHEMBL1766794 CHEMBL2325715 CHEMBL1098243 CHEMBL1766790 CHEMBL200299 CHEMBL2325439 CHEMBL1766799 CHEMBL2325704 CHEMBL2325725 CHEMBL1766793 CHEMBL1766798 CHEMBL1766762 CHEMBL196764 CHEMBL563985 CHEMBL2325705 CHEMBL198740 CHEMBL1766792 CHEMBL1766774 CHEMBL1766802 CHEMBL2325712 CHEMBL2325707 CHEMBL1766784 CHEMBL113 CHEMBL1766768 CHEMBL2325710 CHEMBL2325440 CHEMBL1766791 CHEMBL2325711 CHEMBL1766769 CHEMBL1766780 CHEMBL1765107 CHEMBL1766803 CHEMBL2325720 CHEMBL1766777 CHEMBL2325713 CHEMBL1766781 CHEMBL1766787 CHEMBL1766796 CHEMBL1766770 CHEMBL1766804 CHEMBL2325698 CHEMBL197227 CHEMBL2325709 CHEMBL1766800 CHEMBL196759 CHEMBL1940990 CHEMBL1766760 CHEMBL1766795 CHEMBL2325721 CHEMBL2321916 CHEMBL1766759 CHEMBL1766764 CHEMBL1766778 CHEMBL2325703 CHEMBL2325724 CHEMBL1766786 CHEMBL562999 CHEMBL199051 CHEMBL436767 CHEMBL200275 CHEMBL197439 CHEMBL1766789 CHEMBL369969 CHEMBL1766766 CHEMBL1095627 CHEMBL1095626 CHEMBL1094981 CHEMBL1766773 CHEMBL1766765 CHEMBL2325719 CHEMBL1098242 CHEMBL1766801 CHEMBL1766763 CHEMBL1940980 CHEMBL2325699 CHEMBL2325702 CHEMBL2030436 CHEMBL1766785 CHEMBL2325717 CHEMBL1766775 CHEMBL1766761 CHEMBL1766771 CHEMBL2325696 CHEMBL2325700 CHEMBL1766767 CHEMBL196964 CHEMBL2325722 CHEMBL1766782 CHEMBL1766783 CHEMBL1940981 CHEMBL199216 CHEMBL1766772 CHEMBL370108 CHEMBL198801 CHEMBL222102 CHEMBL2325695 CHEMBL381025 CHEMBL197239 CHEMBL1940987 CHEMBL2325716 CHEMBL1095932 CHEMBL199424 CHEMBL2325706 CHEMBL2325697 CHEMBL197219 CHEMBL1766776 CHEMBL382501 CHEMBL1097942 CHEMBL2325701 CHEMBL1766797 CHEMBL2325718 CHEMBL1766779\nparent_cmpd_chemblid \nCHEMBL2325438 0.000000 0.181818 0.447368 0.457143 0.500000 0.808989 0.786408 0.801887 0.813953 0.388889 0.788235 0.861702 0.863158 0.459459 0.790476 0.877551 0.795181 0.230769 0.848485 0.261538 0.181818 0.872340 0.868687 0.888889 0.811765 0.790000 0.298507 0.795455 0.858696 0.877778 0.869565 0.441558 0.328571 0.850575 0.923077 0.873563 0.441558 0.230769 0.881720 0.410959 0.879121 0.898876 0.900000 0.880435 0.218750 0.866667 0.439394 0.891304 0.881720 0.872340 0.887640 0.844444 0.448718 0.813187 0.418919 0.847826 0.808989 0.904348 0.900000 0.877551 0.347826 0.424658 0.894118 0.898876 0.903226 0.506667 0.264706 0.861702 0.794118 0.811765 0.813953 0.790698 0.804878 0.863158 0.716049 0.881720 0.762887 0.765957 0.809091 0.835165 0.891304 0.323529 0.798165 0.857143 0.880435 0.893805 0.453333 0.646341 0.584416 0.879121 0.394366 0.870968 0.891566 0.875000 0.418919 0.578947 0.842697 0.811765 0.347222 0.900000 0.875000 0.913043 0.813187 0.882979 0.755814 0.815217 0.800000 0.253731 0.808989 0.808511 0.884956 0.416667 0.796117 0.787234 0.328571 0.418919 0.817204 0.879121 0.826087 0.801887 0.589744 0.881188 0.416667 0.855556\nCHEMBL2325726 0.181818 0.000000 0.461538 0.493151 0.513158 0.813187 0.754902 0.794393 0.818182 0.405405 0.793103 0.852632 0.854167 0.473684 0.783019 0.868687 0.800000 0.253731 0.840000 0.283582 0.205882 0.863158 0.860000 0.879121 0.816092 0.757576 0.318841 0.800000 0.849462 0.868132 0.884211 0.455696 0.347222 0.879121 0.925000 0.863636 0.455696 0.253731 0.872340 0.426667 0.869565 0.888889 0.890110 0.882979 0.242424 0.857143 0.455882 0.881720 0.872340 0.863158 0.877778 0.860215 0.462500 0.817204 0.434211 0.838710 0.813187 0.905983 0.888889 0.868687 0.342857 0.440000 0.883721 0.888889 0.893617 0.519481 0.285714 0.852632 0.786408 0.816092 0.818182 0.795455 0.809524 0.854167 0.722892 0.872340 0.767677 0.770833 0.801802 0.826087 0.881720 0.366197 0.790909 0.872340 0.870968 0.895652 0.467532 0.654762 0.594937 0.818182 0.432432 0.861702 0.880952 0.865169 0.434211 0.589744 0.833333 0.816092 0.428571 0.890110 0.865169 0.914530 0.817204 0.873684 0.775281 0.819149 0.804598 0.275362 0.813187 0.824742 0.886957 0.432432 0.764706 0.778947 0.347222 0.434211 0.821053 0.869565 0.829787 0.794393 0.600000 0.872549 0.432432 0.846154\nCHEMBL2325723 0.447368 0.461538 0.000000 0.434783 0.520000 0.795455 0.809524 0.824074 0.800000 0.410959 0.743902 0.885417 0.886598 0.394366 0.813084 0.900000 0.780488 0.424658 0.871287 0.287879 0.461538 0.895833 0.901961 0.913043 0.811765 0.813725 0.323529 0.781609 0.882979 0.902174 0.869565 0.461538 0.352113 0.913043 0.923077 0.886364 0.461538 0.424658 0.905263 0.432432 0.891304 0.923077 0.923913 0.880435 0.416667 0.891304 0.415385 0.914894 0.905263 0.895833 0.900000 0.818182 0.468354 0.786517 0.440000 0.884211 0.767442 0.864865 0.926829 0.900000 0.416667 0.357143 0.919540 0.923077 0.879121 0.526316 0.361111 0.885417 0.817308 0.811765 0.813953 0.776471 0.804878 0.886598 0.776471 0.893617 0.800000 0.804124 0.830357 0.860215 0.840909 0.459459 0.819820 0.831461 0.892473 0.913043 0.473684 0.576923 0.654321 0.903226 0.347826 0.894737 0.904762 0.887640 0.440000 0.650000 0.855556 0.797619 0.275362 0.923913 0.912088 0.873874 0.772727 0.858696 0.811111 0.775281 0.771084 0.440000 0.795455 0.782609 0.904348 0.298507 0.819048 0.787234 0.352113 0.440000 0.777778 0.903226 0.813187 0.824074 0.589744 0.902913 0.218750 0.880435\nCHEMBL2325714 0.457143 0.493151 0.434783 0.000000 0.597222 0.784810 0.776596 0.793814 0.773333 0.507042 0.743243 0.831325 0.833333 0.400000 0.781250 0.863636 0.750000 0.455882 0.818182 0.390625 0.493151 0.843373 0.853933 0.875000 0.786667 0.780220 0.424242 0.753247 0.827160 0.833333 0.810127 0.533333 0.449275 0.860759 0.911765 0.871795 0.552632 0.455882 0.853659 0.527778 0.878049 0.871795 0.858974 0.822785 0.447761 0.820513 0.211538 0.864198 0.853659 0.843373 0.887500 0.810127 0.558442 0.790123 0.534247 0.829268 0.769231 0.884615 0.885714 0.850575 0.447761 0.409091 0.849315 0.871795 0.878049 0.621622 0.478873 0.831325 0.784946 0.802632 0.789474 0.763158 0.777778 0.833333 0.779221 0.880952 0.720930 0.722892 0.801980 0.784810 0.891566 0.424242 0.790000 0.825000 0.865854 0.894231 0.567568 0.597222 0.565217 0.850000 0.400000 0.827160 0.876712 0.873418 0.534247 0.558824 0.837500 0.770270 0.420290 0.873418 0.858974 0.894231 0.775000 0.841463 0.723684 0.777778 0.773333 0.471429 0.769231 0.785714 0.884615 0.400000 0.787234 0.790698 0.449275 0.534247 0.765432 0.835443 0.790123 0.793814 0.591549 0.855556 0.400000 0.822785\nCHEMBL2030442 0.500000 0.513158 0.520000 0.597222 0.000000 0.777778 0.808081 0.800000 0.782051 0.373134 0.720000 0.850575 0.852273 0.573333 0.811881 0.868132 0.760000 0.478873 0.836957 0.317460 0.513158 0.862069 0.858696 0.892857 0.794872 0.800000 0.328125 0.762500 0.847059 0.853659 0.845238 0.430556 0.358209 0.879518 0.915493 0.848101 0.430556 0.478873 0.885057 0.397059 0.855422 0.890244 0.891566 0.857143 0.471429 0.841463 0.608696 0.882353 0.872093 0.862069 0.864198 0.802469 0.480000 0.737500 0.405797 0.848837 0.746835 0.866667 0.905405 0.855556 0.513889 0.520548 0.884615 0.890244 0.895349 0.306452 0.500000 0.850575 0.804124 0.794872 0.797468 0.756410 0.786667 0.852273 0.689189 0.858824 0.784946 0.775281 0.807692 0.807229 0.869048 0.513889 0.807692 0.817073 0.870588 0.886792 0.506849 0.322581 0.327869 0.869048 0.513889 0.847059 0.896104 0.850000 0.472222 0.316667 0.814815 0.779221 0.526316 0.891566 0.878049 0.886792 0.753086 0.860465 0.765432 0.756098 0.733333 0.493151 0.777778 0.764706 0.866667 0.492958 0.806122 0.770115 0.358209 0.472222 0.728395 0.855422 0.783133 0.811881 0.254237 0.860215 0.492958 0.843373"
}
],
"prompt_number": 180
},
{
"cell_type": "heading",
"level": 2,
"metadata": {},
"source": "4) Perform MDS with SciKit Learn"
},
{
"cell_type": "code",
"collapsed": false,
"input": "mds = manifold.MDS(n_components=2, dissimilarity=\"precomputed\", random_state=3, n_jobs = 2)",
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 181
},
{
"cell_type": "code",
"collapsed": false,
"input": "results = mds.fit(dist_mat)",
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 182
},
{
"cell_type": "code",
"collapsed": false,
"input": "coords = results.embedding_",
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 183
},
{
"cell_type": "heading",
"level": 3,
"metadata": {},
"source": "Append coordinates to frame"
},
{
"cell_type": "code",
"collapsed": false,
"input": "mols['X'] = [c[0] for c in coords]",
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 184
},
{
"cell_type": "code",
"collapsed": false,
"input": "mols['Y'] = [c[1] for c in coords]",
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 185
},
{
"cell_type": "code",
"collapsed": false,
"input": "mols.head()",
"language": "python",
"metadata": {},
"outputs": [
{
"html": "<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n<table border=\"1\" class=\"dataframe\">\n <thead>\n <tr style=\"text-align: right;\">\n <th></th>\n <th>parent_cmpd_chemblid</th>\n <th>name_in_reference</th>\n <th>SMILES</th>\n <th>ROMol</th>\n <th>assay_chemblid</th>\n <th>X</th>\n <th>Y</th>\n </tr>\n </thead>\n <tbody>\n <tr>\n <th>0</th>\n <td> CHEMBL2325438</td>\n <td> 36</td>\n <td> CS(=O)(=O)C1(CC1)c2cc(nc(n2)c3cc(cc4[nH]ccc34)C(=O)N)N5CCOCC5</td>\n <td> <img src=\"data:image/png;base64,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\" alt=\"Mol\"/></td>\n <td> CHEMBL2330631</td>\n <td>-0.063416</td>\n <td>-0.440131</td>\n </tr>\n <tr>\n <th>1</th>\n <td> CHEMBL2325726</td>\n <td> 35</td>\n <td> CNC(=O)c1cc(c2nc(cc(n2)C3(CC3)S(=O)(=O)C)N4CCOCC4)c5cc[nH]c5c1</td>\n <td> <img src=\"data:image/png;base64,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\" alt=\"Mol\"/></td>\n <td> CHEMBL2330631</td>\n <td>-0.095068</td>\n <td>-0.423555</td>\n </tr>\n <tr>\n <th>2</th>\n <td> CHEMBL2325723</td>\n <td> 32</td>\n <td> CS(=O)(=O)C1(CC1)c2cc(nc(n2)c3cccc4[nH]c(cc34)C#N)N5CCOCC5</td>\n <td> <img src=\"data:image/png;base64,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\" alt=\"Mol\"/></td>\n <td> CHEMBL2330631</td>\n <td> 0.050322</td>\n <td>-0.574499</td>\n </tr>\n <tr>\n <th>3</th>\n <td> CHEMBL2325714</td>\n <td> 22</td>\n <td> CS(=O)(=O)C1(CC1)c2cc(nc(n2)c3cccc(N)c3)N4CCOCC4</td>\n <td> <img src=\"data:image/png;base64,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\" alt=\"Mol\"/></td>\n <td> CHEMBL2330631</td>\n <td> 0.017721</td>\n <td>-0.280538</td>\n </tr>\n <tr>\n <th>4</th>\n <td> CHEMBL2030442</td>\n <td> 5</td>\n <td> CS(=O)(=O)Cc1cc(nc(n1)c2cccc3[nH]ccc23)N4CCOCC4</td>\n <td> <img src=\"data:image/png;base64,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\" alt=\"Mol\"/></td>\n <td> CHEMBL2330631</td>\n <td>-0.129206</td>\n <td>-0.343458</td>\n </tr>\n </tbody>\n</table>\n</div>",
"metadata": {},
"output_type": "pyout",
"prompt_number": 186,
"text": " parent_cmpd_chemblid name_in_reference SMILES ROMol assay_chemblid X Y\n0 CHEMBL2325438 36 CS(=O)(=O)C1(CC1)c2cc(nc(n2)c3cc(cc4[nH]ccc34)C(=O)N)N5CCOCC5 <img src=\"data:image/png;base64,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\" alt=\"Mol\"/> CHEMBL2330631 -0.063416 -0.440131\n1 CHEMBL2325726 35 CNC(=O)c1cc(c2nc(cc(n2)C3(CC3)S(=O)(=O)C)N4CCOCC4)c5cc[nH]c5c1 <img src=\"data:image/png;base64,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\" alt=\"Mol\"/> CHEMBL2330631 -0.095068 -0.423555\n2 CHEMBL2325723 32 CS(=O)(=O)C1(CC1)c2cc(nc(n2)c3cccc4[nH]c(cc34)C#N)N5CCOCC5 <img src=\"data:image/png;base64,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\" alt=\"Mol\"/> CHEMBL2330631 0.050322 -0.574499\n3 CHEMBL2325714 22 CS(=O)(=O)C1(CC1)c2cc(nc(n2)c3cccc(N)c3)N4CCOCC4 <img src=\"data:image/png;base64,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\" alt=\"Mol\"/> CHEMBL2330631 0.017721 -0.280538\n4 CHEMBL2030442 5 CS(=O)(=O)Cc1cc(nc(n1)c2cccc3[nH]ccc23)N4CCOCC4 <img src=\"data:image/png;base64,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\" alt=\"Mol\"/> CHEMBL2330631 -0.129206 -0.343458"
}
],
"prompt_number": 186
},
{
"cell_type": "heading",
"level": 2,
"metadata": {},
"source": "4) Plot MDS Map"
},
{
"cell_type": "code",
"collapsed": false,
"input": "rcParams['figure.figsize'] = 12,12",
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 187
},
{
"cell_type": "code",
"collapsed": false,
"input": "scatter(mols['X'], mols['Y'])",
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 188,
"text": "<matplotlib.collections.PathCollection at 0x83f6410>"
},
{
"metadata": {},
"output_type": "display_data",
"png": "iVBORw0KGgoAAAANSUhEUgAAAs0AAAK+CAYAAABZ+SPuAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nQmCC\n",
"text": "<matplotlib.figure.Figure at 0x7f9076f84390>"
}
],
"prompt_number": 188
},
{
"cell_type": "heading",
"level": 3,
"metadata": {},
"source": "Sanity check: Do assay_ids correspond with regions of chemical space?\n Hint: Yes."
},
{
"cell_type": "code",
"collapsed": false,
"input": "ggplot(aes(x='X', y='Y', colour='assay_chemblid'), data=mols) + geom_point() ",
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "display_data",
"png": "iVBORw0KGgoAAAANSUhEUgAAAi8AAAHzCAYAAADowP2NAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nEREJlf8PUDLw+xqh5CQAAAAASUVORK5CYII=\n",
"text": "<matplotlib.figure.Figure at 0x83ffe10>"
},
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 189,
"text": "<ggplot: (8979761)>"
}
],
"prompt_number": 189
},
{
"cell_type": "code",
"collapsed": false,
"input": "#TODO: D3 interactive visualisation",
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 190
}
],
"metadata": {}
}
]
}
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment