diff --git "a/clinical_data_curation/get_trials.ipynb" "b/clinical_data_curation/get_trials.ipynb" new file mode 100644--- /dev/null +++ "b/clinical_data_curation/get_trials.ipynb" @@ -0,0 +1,4051 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Get clinical trial info for drugs in Tahoe dataset" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "# Autoreload extension\n", + "%load_ext autoreload\n", + "%autoreload 2" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "# !pip install huggingface\n", + "# !pip install datasets" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "import requests\n", + "import pandas as pd\n", + "import json\n", + "import time\n", + "from typing import List, Dict, Any, Union, Optional\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "import numpy as np\n", + "\n", + "from drug_trials_extractor import DrugTrialExtractor\n", + "from drug_trials_extractor import standardize_medical_conditions" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/emmadann/.local/lib/python3.11/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + } + ], + "source": [ + "from datasets import load_dataset\n", + "\n", + "# Login using e.g. `huggingface-cli login` to access this dataset\n", + "\n", + "ds = load_dataset(\"tahoebio/Tahoe-100M\", \"drug_metadata\")\n", + "cs = load_dataset(\"tahoebio/Tahoe-100M\", \"cell_line_metadata\")" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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drugtargetsmoa-broadmoa-finehuman-approvedclinical-trialsgpt-notes-approvalcanonical_smilespubchem_cid
0TalcNoneunclearunclearyesyesTalc used in pharma and cosmetics; safety unde...[OH-].[OH-].[O-][Si]12O[Si]3(O[Si](O1)(O[Si](O...165411828.0
1BortezomibPSMB5inhibitor/antagonistProteasome inhibitoryesyesApproved for multiple myeloma and mantle cell ...B(C(CC(C)C)NC(=O)C(CC1=CC=CC=C1)NC(=O)C2=NC=CN...387447.0
2IxazomibPSMB5inhibitor/antagonistProteasome inhibitoryesyesApproved for multiple myeloma treatment.B(C(CC(C)C)NC(=O)CNC(=O)C1=C(C=CC(=C1)Cl)Cl)(O)O25183872.0
3Ixazomib citratePSMB1, PSMB2, PSMB5inhibitor/antagonistProteasome inhibitoryesyesApproved for multiple myeloma treatment as par...B1(OC(=O)C(O1)(CC(=O)O)CC(=O)O)C(CC(C)C)NC(=O)...56844015.0
4Lactate (calcium)NoneunclearunclearyesyesUsed in medical settings, but not specifically...C.CC(C(=O)[O-])O.[Ca+2]168311648.0
\n", + "
" + ], + "text/plain": [ + " drug targets moa-broad \\\n", + "0 Talc None unclear \n", + "1 Bortezomib PSMB5 inhibitor/antagonist \n", + "2 Ixazomib PSMB5 inhibitor/antagonist \n", + "3 Ixazomib citrate PSMB1, PSMB2, PSMB5 inhibitor/antagonist \n", + "4 Lactate (calcium) None unclear \n", + "\n", + " moa-fine human-approved clinical-trials \\\n", + "0 unclear yes yes \n", + "1 Proteasome inhibitor yes yes \n", + "2 Proteasome inhibitor yes yes \n", + "3 Proteasome inhibitor yes yes \n", + "4 unclear yes yes \n", + "\n", + " gpt-notes-approval \\\n", + "0 Talc used in pharma and cosmetics; safety unde... \n", + "1 Approved for multiple myeloma and mantle cell ... \n", + "2 Approved for multiple myeloma treatment. \n", + "3 Approved for multiple myeloma treatment as par... \n", + "4 Used in medical settings, but not specifically... \n", + "\n", + " canonical_smiles pubchem_cid \n", + "0 [OH-].[OH-].[O-][Si]12O[Si]3(O[Si](O1)(O[Si](O... 165411828.0 \n", + "1 B(C(CC(C)C)NC(=O)C(CC1=CC=CC=C1)NC(=O)C2=NC=CN... 387447.0 \n", + "2 B(C(CC(C)C)NC(=O)CNC(=O)C1=C(C=CC(=C1)Cl)Cl)(O)O 25183872.0 \n", + "3 B1(OC(=O)C(O1)(CC(=O)O)CC(=O)O)C(CC(C)C)NC(=O)... 56844015.0 \n", + "4 C.CC(C(=O)[O-])O.[Ca+2] 168311648.0 " + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Convert the dataset to a pandas DataFrame and display it\n", + "drug_metadata = ds[\"train\"].to_pandas()\n", + "cell_line_metadata = cs['train'].to_pandas()\n", + "drug_metadata.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "drug_metadata['pubchem_cid_str'] = drug_metadata['pubchem_cid'].astype(str)\n", + "drug_metadata['pubchem_cid_str'] = drug_metadata['pubchem_cid_str'].str.split('\\\\.0').str[0]\n", + "all_pubchem_ids = drug_metadata['pubchem_cid_str'][drug_metadata['pubchem_cid_str'] != 'nan'].unique().tolist()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Get clinical trials data" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [], + "source": [ + "# Create an instance of the DrugTrialExtractor\n", + "extractor = DrugTrialExtractor()" + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing PubChem ID: 165411828\n", + "Searching ClinicalTrials.gov for common name: STERITALC\n", + "Searching ClinicalTrials.gov for synonym: STERITALC\n", + "Processing PubChem ID: 387447\n", + "Searching ClinicalTrials.gov for common name: DPBA\n", + "Searching ClinicalTrials.gov for synonym: Bortezomib\n", + "Processing PubChem ID: 25183872\n", + "Searching ClinicalTrials.gov for common name: Ixazomib\n", + "Searching ClinicalTrials.gov for synonym: Ixazomib\n", + "Searching ClinicalTrials.gov for synonym: MLN 2238\n", + "Searching ClinicalTrials.gov for synonym: 71050168A2\n", + "Processing PubChem ID: 56844015\n", + "Searching ClinicalTrials.gov for common name: NINLARO\n", + "Searching ClinicalTrials.gov for synonym: NINLARO\n", + "Searching ClinicalTrials.gov for synonym: mln9708\n", + "Searching ClinicalTrials.gov for synonym: 46CWK97Z3K\n", + "Processing PubChem ID: 168311648\n", + "Searching ClinicalTrials.gov for common name: Lactate (calcium)\n", + "Processing PubChem ID: 168312271\n", + "Searching ClinicalTrials.gov for common name: Bisoprolol (hemifumarate)\n", + "Processing PubChem ID: 444972\n", + "Searching ClinicalTrials.gov for common name: Boletate\n", + "Searching ClinicalTrials.gov for synonym: fumaric acid\n", + "Searching ClinicalTrials.gov for synonym: Boletic acid\n", + "Searching ClinicalTrials.gov for synonym: Tumaric acid\n", + "Processing PubChem ID: 3657\n", + "Searching ClinicalTrials.gov for common name: HU\n", + "Processing PubChem ID: 16048568\n", + "Searching ClinicalTrials.gov for common name: G16520\n", + "Searching ClinicalTrials.gov for synonym: AKOS040733573\n", + "Searching ClinicalTrials.gov for synonym: SCHEMBL1322403\n", + "Searching ClinicalTrials.gov for IUPAC name: (2S)-2,5-diamino-2-(difluoromethyl)pentanoic acid;hydrochloride\n", + "Processing PubChem ID: 9082\n", + "Searching ClinicalTrials.gov for common name: Bekaptan\n", + "Searching ClinicalTrials.gov for synonym: Bekaptan\n", + "Searching ClinicalTrials.gov for synonym: Cysteamine HCl\n", + "Searching ClinicalTrials.gov for synonym: Cysteaminium chloride\n", + "Processing PubChem ID: 11683005\n", + "Searching ClinicalTrials.gov for common name: Zinapar\n", + "Searching ClinicalTrials.gov for synonym: ZIO 101\n", + "Searching ClinicalTrials.gov for synonym: Zinapar\n", + "Searching ClinicalTrials.gov for synonym: Darinaparsin\n", + "Processing PubChem ID: 135526609\n", + "Searching ClinicalTrials.gov for common name: Baraclud\n", + "Searching ClinicalTrials.gov for synonym: Entecavir hydrate\n", + "Searching ClinicalTrials.gov for synonym: entecavir monohydrate\n", + "Processing PubChem ID: 204\n", + "Searching ClinicalTrials.gov for common name: SEUK\n", + "Searching ClinicalTrials.gov for synonym: Alantan\n", + "Searching ClinicalTrials.gov for synonym: Allantol\n", + "Searching ClinicalTrials.gov for synonym: allantoin\n", + "Processing PubChem ID: 3385\n", + "Searching ClinicalTrials.gov for common name: FU\n", + "Processing PubChem ID: 23665037\n", + "Searching ClinicalTrials.gov for common name: Nanoplast\n", + "Searching ClinicalTrials.gov for synonym: Nanoplast\n", + "Searching ClinicalTrials.gov for synonym: Cohedur A\n", + "Searching ClinicalTrials.gov for synonym: Cassurit MT\n", + "Searching ClinicalTrials.gov for IUPAC name: sodium;(2S)-2-amino-3-[4-(4-hydroxy-3,5-diiodophenoxy)-3,5-diiodophenyl]propanoate;pentahydrate\n", + "Error searching ClinicalTrials.gov for sodium;(2S)-2-amino-3-[4-(4-hydroxy-3,5-diiodophenoxy)-3,5-diiodophenyl]propanoate;pentahydrate: 400\n", + "Drug name 'sodium;(2S)-2-amino-3-[4-(4-hydroxy-3,5-diiodophenoxy)-3,5-diiodophenyl]propanoate;pentahydrate' is not valid for the ClinicalTrials.gov API.\n", + "Processing PubChem ID: 370\n", + "Searching ClinicalTrials.gov for common name: GDE\n", + "Searching ClinicalTrials.gov for synonym: HSDB 2117\n", + "Searching ClinicalTrials.gov for synonym: CCRIS 5523\n", + "Searching ClinicalTrials.gov for synonym: NSC 674319\n", + "Processing PubChem ID: 24721416\n", + "Searching ClinicalTrials.gov for common name: AT30909\n", + "Searching ClinicalTrials.gov for synonym: 48339473OT\n", + "Searching ClinicalTrials.gov for synonym: Acidum Gallicum\n", + "Searching ClinicalTrials.gov for synonym: Gallicum acidum\n", + "Searching ClinicalTrials.gov for IUPAC name: 3,4,5-trihydroxybenzoic acid;hydrate\n", + "Processing PubChem ID: 118959080\n", + "Searching ClinicalTrials.gov for common name: 9N8\n", + "Searching ClinicalTrials.gov for synonym: MFCD32174287\n", + "Searching ClinicalTrials.gov for synonym: CHEMBL4436895\n", + "Searching ClinicalTrials.gov for synonym: C17H11BrFN3O2\n", + "Searching ClinicalTrials.gov for IUPAC name: 4-(2-bromo-6-fluorobenzoyl)-N-pyridin-3-yl-1H-pyrrole-2-carboxamide\n", + "Processing PubChem ID: 10184665\n", + "Searching ClinicalTrials.gov for common name: Vilanterol\n", + "Searching ClinicalTrials.gov for synonym: GW642444\n", + "Searching ClinicalTrials.gov for synonym: GW642444x\n", + "Searching ClinicalTrials.gov for synonym: GW 642444\n", + "Processing PubChem ID: 14992\n", + "Searching ClinicalTrials.gov for common name: Mollutox\n", + "Searching ClinicalTrials.gov for synonym: Bayluscide\n", + "Searching ClinicalTrials.gov for synonym: Clonitralid\n", + "Searching ClinicalTrials.gov for synonym: CLONITRALIDE\n", + "Processing PubChem ID: 11672905\n", + "Searching ClinicalTrials.gov for common name: ATERENOL\n", + "Searching ClinicalTrials.gov for synonym: ATERENOL\n", + "Searching ClinicalTrials.gov for synonym: Arterenol hydrochloride\n", + "Processing PubChem ID: 5564\n", + "Searching ClinicalTrials.gov for common name: TCS\n", + "Searching ClinicalTrials.gov for synonym: CH 3565\n", + "Searching ClinicalTrials.gov for synonym: triclosan\n", + "Searching ClinicalTrials.gov for synonym: Lexol 300\n", + "Processing PubChem ID: 51082\n", + "Searching ClinicalTrials.gov for common name: DHAD\n", + "Searching ClinicalTrials.gov for synonym: DHAD\n", + "Searching ClinicalTrials.gov for synonym: DHAQ\n", + "Searching ClinicalTrials.gov for synonym: Ralenova\n", + "Processing PubChem ID: 8813\n", + "Searching ClinicalTrials.gov for common name: PENTAM\n", + "Searching ClinicalTrials.gov for synonym: Lomidin\n", + "Searching ClinicalTrials.gov for synonym: RP 2512\n", + "Searching ClinicalTrials.gov for synonym: Pneumopent\n", + "Processing PubChem ID: 135398658\n", + "Searching ClinicalTrials.gov for common name: PGA\n", + "Processing PubChem ID: 92044433\n", + "Searching ClinicalTrials.gov for common name: CS-4522\n", + "Searching ClinicalTrials.gov for IUPAC name: disodium;3-[[4-[(3-carboxy-4-oxidophenyl)diazenyl]benzoyl]amino]propanoate;dihydrate\n", + "Skipping search for complex name: disodium;3-[[4-[(3-carboxy-4-oxidophenyl)diazenyl]benzoyl]amino]propanoate;dihydrate\n", + "Processing PubChem ID: 445154\n", + "Searching ClinicalTrials.gov for common name: STL\n", + "Searching ClinicalTrials.gov for synonym: Resvida\n", + "Searching ClinicalTrials.gov for synonym: Biofort\n", + "Searching ClinicalTrials.gov for synonym: resveratrol\n", + "Processing PubChem ID: 118701008\n", + "Searching ClinicalTrials.gov for common name: s6499\n", + "Searching ClinicalTrials.gov for synonym: TQR1219\n", + "Searching ClinicalTrials.gov for synonym: GTPL13265\n", + "Searching ClinicalTrials.gov for synonym: PF06260933\n", + "Searching ClinicalTrials.gov for IUPAC name: 5-(6-aminopyridin-3-yl)-3-(4-chlorophenyl)pyridin-2-amine\n", + "Processing PubChem ID: 107971\n", + "Searching ClinicalTrials.gov for common name: DZN\n", + "Searching ClinicalTrials.gov for synonym: Daidzin\n", + "Searching ClinicalTrials.gov for synonym: Daidzoside\n", + "Searching ClinicalTrials.gov for synonym: BRN 0059741\n", + "Processing PubChem ID: 135410875\n", + "Searching ClinicalTrials.gov for common name: LYA\n", + "Searching ClinicalTrials.gov for synonym: PEMFEXY\n", + "Searching ClinicalTrials.gov for synonym: HSDB 7316\n", + "Searching ClinicalTrials.gov for synonym: Pemetrexed\n", + "Processing PubChem ID: 3198\n", + "Searching ClinicalTrials.gov for common name: Econazol\n", + "Searching ClinicalTrials.gov for synonym: Econazol\n", + "Searching ClinicalTrials.gov for synonym: econazole\n", + "Searching ClinicalTrials.gov for synonym: Econazolum\n", + "Processing PubChem ID: 135397144\n", + "Searching ClinicalTrials.gov for common name: s8756\n", + "Searching ClinicalTrials.gov for synonym: s8756\n", + "Searching ClinicalTrials.gov for synonym: XRK3F2\n", + "Searching ClinicalTrials.gov for synonym: XRK3F2?\n", + "Searching ClinicalTrials.gov for IUPAC name: 2-[[3,4-bis[(4-fluorophenyl)methoxy]phenyl]methylamino]ethanol;hydrochloride\n", + "Skipping search for complex name: 2-[[3,4-bis[(4-fluorophenyl)methoxy]phenyl]methylamino]ethanol;hydrochloride\n", + "Processing PubChem ID: 440936\n", + "Searching ClinicalTrials.gov for common name: Ursi\n", + "Searching ClinicalTrials.gov for synonym: Ursin\n", + "Searching ClinicalTrials.gov for synonym: Uvasol\n", + "Searching ClinicalTrials.gov for synonym: arbutin\n", + "Processing PubChem ID: 12136798\n", + "Searching ClinicalTrials.gov for common name: Epidaza\n", + "Searching ClinicalTrials.gov for synonym: CS055\n", + "Searching ClinicalTrials.gov for synonym: Epidaza\n", + "Searching ClinicalTrials.gov for synonym: tucidinostat\n", + "Processing PubChem ID: 73053710\n", + "Searching ClinicalTrials.gov for common name: FP-113\n", + "Searching ClinicalTrials.gov for synonym: YS6WAI3XN7\n", + "Searching ClinicalTrials.gov for synonym: PLX3397 HCl\n", + "Searching ClinicalTrials.gov for synonym: PLX3397 HYDROCHLORIDE\n", + "Processing PubChem ID: 16760658\n", + "Searching ClinicalTrials.gov for common name: Clin\n", + "Processing PubChem ID: 338\n", + "Searching ClinicalTrials.gov for common name: SAX\n", + "Searching ClinicalTrials.gov for synonym: Salonil\n", + "Searching ClinicalTrials.gov for synonym: Rutranex\n", + "Searching ClinicalTrials.gov for synonym: Duoplant\n", + "Processing PubChem ID: 11219835\n", + "Searching ClinicalTrials.gov for common name: JBF\n", + "Searching ClinicalTrials.gov for synonym: PTC124\n", + "Searching ClinicalTrials.gov for synonym: Ataluren\n", + "Searching ClinicalTrials.gov for synonym: Atalureno\n", + "Processing PubChem ID: 5717952\n", + "Searching ClinicalTrials.gov for common name: 4tpw\n", + "Searching ClinicalTrials.gov for synonym: 4tpw\n", + "Searching ClinicalTrials.gov for synonym: CID 5717952\n", + "Searching ClinicalTrials.gov for synonym: MFCD02330020\n", + "Searching ClinicalTrials.gov for IUPAC name: (2E)-2-[[4-(3,4-dichlorophenyl)-1,3-thiazol-2-yl]hydrazinylidene]-3-(2-nitrophenyl)propanoic acid\n", + "Error searching ClinicalTrials.gov for (2E)-2-[[4-(3,4-dichlorophenyl)-1,3-thiazol-2-yl]hydrazinylidene]-3-(2-nitrophenyl)propanoic acid: 400\n", + "Drug name '(2E)-2-[[4-(3,4-dichlorophenyl)-1,3-thiazol-2-yl]hydrazinylidene]-3-(2-nitrophenyl)propanoic acid' is not valid for the ClinicalTrials.gov API.\n", + "Processing PubChem ID: 2812\n", + "Searching ClinicalTrials.gov for common name: CLOT\n", + "Processing PubChem ID: 23679632\n", + "Searching ClinicalTrials.gov for common name: Antisacer\n", + "Searching ClinicalTrials.gov for synonym: Antisacer\n", + "Searching ClinicalTrials.gov for synonym: Phenytoin soluble\n", + "Searching ClinicalTrials.gov for synonym: Phenytoin sodium,prompt\n", + "Processing PubChem ID: 121241171\n", + "Searching ClinicalTrials.gov for common name: s8181\n", + "Searching ClinicalTrials.gov for synonym: SCHEMBL19857722\n", + "Searching ClinicalTrials.gov for synonym: SCHEMBL19857734\n", + "Searching ClinicalTrials.gov for IUPAC name: 6-chloro-3-[(E)-3-(5-fluoropyridin-3-yl)prop-2-enoyl]-4-phenyl-1H-quinolin-2-one\n", + "Error searching ClinicalTrials.gov for 6-chloro-3-[(E)-3-(5-fluoropyridin-3-yl)prop-2-enoyl]-4-phenyl-1H-quinolin-2-one: 400\n", + "Drug name '6-chloro-3-[(E)-3-(5-fluoropyridin-3-yl)prop-2-enoyl]-4-phenyl-1H-quinolin-2-one' is not valid for the ClinicalTrials.gov API.\n", + "Processing PubChem ID: 4614\n", + "Searching ClinicalTrials.gov for common name: Alvo\n", + "Searching ClinicalTrials.gov for synonym: Alvo\n", + "Searching ClinicalTrials.gov for synonym: Voir\n", + "Searching ClinicalTrials.gov for synonym: Deflam\n", + "Processing PubChem ID: 64982\n", + "Searching ClinicalTrials.gov for common name: Baicalin\n", + "Searching ClinicalTrials.gov for synonym: Baicalin\n", + "Searching ClinicalTrials.gov for synonym: CHEBI:2981\n", + "Searching ClinicalTrials.gov for synonym: 347Q89U4M5\n", + "Processing PubChem ID: 6918638\n", + "Searching ClinicalTrials.gov for common name: Beleodaq\n", + "Searching ClinicalTrials.gov for synonym: Beleodaq\n", + "Searching ClinicalTrials.gov for synonym: NSC726630\n", + "Searching ClinicalTrials.gov for synonym: Belinostat\n", + "Processing PubChem ID: 2554\n", + "Searching ClinicalTrials.gov for common name: CBZ\n", + "Searching ClinicalTrials.gov for synonym: Biston\n", + "Searching ClinicalTrials.gov for synonym: Equetro\n", + "Searching ClinicalTrials.gov for synonym: Timonil\n", + "Processing PubChem ID: 1936439\n", + "Searching ClinicalTrials.gov for common name: s6882\n", + "Searching ClinicalTrials.gov for synonym: VH977A8H53\n", + "Searching ClinicalTrials.gov for synonym: HI TOPK 032\n", + "Searching ClinicalTrials.gov for IUPAC name: N-(12-cyanoindolizino[2,3-b]quinoxalin-2-yl)thiophene-2-carboxamide\n", + "Error searching ClinicalTrials.gov for N-(12-cyanoindolizino[2,3-b]quinoxalin-2-yl)thiophene-2-carboxamide: 400\n", + "Drug name 'N-(12-cyanoindolizino[2,3-b]quinoxalin-2-yl)thiophene-2-carboxamide' is not valid for the ClinicalTrials.gov API.\n", + "Processing PubChem ID: 1923\n", + "Searching ClinicalTrials.gov for common name: HQY\n", + "Searching ClinicalTrials.gov for synonym: Oxine\n", + "Searching ClinicalTrials.gov for synonym: Quinophenol\n", + "Searching ClinicalTrials.gov for synonym: Oxychinolin\n", + "Processing PubChem ID: 6419992\n", + "Searching ClinicalTrials.gov for common name: HB0548\n", + "Searching ClinicalTrials.gov for synonym: PK 26124\n", + "Searching ClinicalTrials.gov for synonym: SMR000449311\n", + "Searching ClinicalTrials.gov for synonym: CPD000449311\n", + "Processing PubChem ID: 130956\n", + "Searching ClinicalTrials.gov for common name: Onobis\n", + "Searching ClinicalTrials.gov for synonym: YH 529\n", + "Searching ClinicalTrials.gov for synonym: YM 529\n", + "Searching ClinicalTrials.gov for synonym: BPH 261\n", + "Processing PubChem ID: 23582824\n", + "Searching ClinicalTrials.gov for common name: s1360\n", + "Searching ClinicalTrials.gov for synonym: GSK615\n", + "Searching ClinicalTrials.gov for synonym: GSK1059615\n", + "Searching ClinicalTrials.gov for synonym: GSK 1059615\n", + "Processing PubChem ID: 60750\n", + "Searching ClinicalTrials.gov for common name: Zefei\n", + "Searching ClinicalTrials.gov for synonym: dFdC\n", + "Searching ClinicalTrials.gov for synonym: gemcitabine\n", + "Searching ClinicalTrials.gov for synonym: Gemcitabina\n", + "Processing PubChem ID: 6253\n", + "Searching ClinicalTrials.gov for common name: AraC\n", + "Searching ClinicalTrials.gov for synonym: Udicil\n", + "Searching ClinicalTrials.gov for synonym: Aracytin\n", + "Searching ClinicalTrials.gov for synonym: cytarabine\n", + "Processing PubChem ID: 6252\n", + "Searching ClinicalTrials.gov for common name: s5582\n", + "Searching ClinicalTrials.gov for synonym: Cytarabine HCl\n", + "Searching ClinicalTrials.gov for synonym: Cytosar hydrochloride\n", + "Searching ClinicalTrials.gov for synonym: Arabitin hydrochloride\n", + "Processing PubChem ID: 6029\n", + "Searching ClinicalTrials.gov for common name: Urd\n", + "Searching ClinicalTrials.gov for synonym: Uridin\n", + "Searching ClinicalTrials.gov for synonym: uridine\n", + "Searching ClinicalTrials.gov for synonym: NSC 20256\n", + "Processing PubChem ID: 71481097\n", + "Searching ClinicalTrials.gov for common name: Xpovio\n", + "Searching ClinicalTrials.gov for synonym: Xpovio\n", + "Searching ClinicalTrials.gov for synonym: KPT 330\n", + "Searching ClinicalTrials.gov for synonym: Selinexor\n", + "Processing PubChem ID: 3440\n", + "Searching ClinicalTrials.gov for common name: FUN\n", + "Processing PubChem ID: 60961\n", + "Searching ClinicalTrials.gov for common name: Myocol\n", + "Searching ClinicalTrials.gov for synonym: Myocol\n", + "Searching ClinicalTrials.gov for synonym: Boniton\n", + "Searching ClinicalTrials.gov for synonym: Adenosin\n", + "Processing PubChem ID: 9444\n", + "Searching ClinicalTrials.gov for common name: Onureg\n", + "Searching ClinicalTrials.gov for synonym: Mylosar\n", + "Searching ClinicalTrials.gov for synonym: Azacitidine\n", + "Searching ClinicalTrials.gov for synonym: Ladakamycin\n", + "Processing PubChem ID: 119182\n", + "Searching ClinicalTrials.gov for common name: CAFdA\n", + "Searching ClinicalTrials.gov for synonym: CAFdA\n", + "Searching ClinicalTrials.gov for synonym: Clofarabine\n", + "Searching ClinicalTrials.gov for synonym: clofarabina\n", + "Processing PubChem ID: 190\n", + "Searching ClinicalTrials.gov for common name: ADE\n", + "Searching ClinicalTrials.gov for synonym: Adenin\n", + "Searching ClinicalTrials.gov for synonym: adenine\n", + "Searching ClinicalTrials.gov for synonym: Vitamin B4\n", + "Processing PubChem ID: 135401907\n", + "Searching ClinicalTrials.gov for common name: Gotax\n", + "Searching ClinicalTrials.gov for synonym: Alopurinol\n", + "Searching ClinicalTrials.gov for synonym: allopurinol\n", + "Searching ClinicalTrials.gov for synonym: Allopurinolum\n", + "Processing PubChem ID: 6256\n", + "Searching ClinicalTrials.gov for common name: TFT\n", + "Searching ClinicalTrials.gov for synonym: TFDU\n", + "Searching ClinicalTrials.gov for synonym: F3TDR\n", + "Searching ClinicalTrials.gov for synonym: F3DThd\n", + "Processing PubChem ID: 446727\n", + "Searching ClinicalTrials.gov for common name: BVD\n", + "Searching ClinicalTrials.gov for synonym: Helpin\n", + "Searching ClinicalTrials.gov for synonym: Zostex\n", + "Searching ClinicalTrials.gov for synonym: Brivudin\n", + "Processing PubChem ID: 5905\n", + "Searching ClinicalTrials.gov for common name: IDU\n", + "Searching ClinicalTrials.gov for synonym: IUDR\n", + "Searching ClinicalTrials.gov for synonym: Herplex\n", + "Searching ClinicalTrials.gov for synonym: Idoxene\n", + "Processing PubChem ID: 451668\n", + "Searching ClinicalTrials.gov for common name: Dac\n", + "Processing PubChem ID: 46220375\n", + "Searching ClinicalTrials.gov for common name: D09813\n", + "Searching ClinicalTrials.gov for synonym: XQT0NAW8WD\n", + "Searching ClinicalTrials.gov for synonym: Lenalidomide hydrate\n", + "Searching ClinicalTrials.gov for synonym: Lenalidomide hemihydrate\n", + "Searching ClinicalTrials.gov for IUPAC name: 3-(7-amino-3-oxo-1H-isoindol-2-yl)piperidine-2,6-dione;hydrate\n", + "Processing PubChem ID: 91885558\n", + "Searching ClinicalTrials.gov for common name: SMAP\n", + "Searching ClinicalTrials.gov for synonym: SMAP\n", + "Searching ClinicalTrials.gov for synonym: SMAP?\n", + "Searching ClinicalTrials.gov for synonym: CHEMBL4450419\n", + "Processing PubChem ID: 70817911\n", + "Searching ClinicalTrials.gov for common name: s8500\n", + "Searching ClinicalTrials.gov for synonym: BAY1125976\n", + "Searching ClinicalTrials.gov for synonym: BAY 1125976\n", + "Searching ClinicalTrials.gov for synonym: AKT 1/2 Inhibitor BAY1125976\n", + "Processing PubChem ID: 46188928\n", + "Searching ClinicalTrials.gov for common name: Vitrakvi\n", + "Searching ClinicalTrials.gov for synonym: LOXO 101\n", + "Searching ClinicalTrials.gov for synonym: ARRY 470\n", + "Searching ClinicalTrials.gov for synonym: PF9462I9HX\n", + "Processing PubChem ID: 67330085\n", + "Searching ClinicalTrials.gov for common name: Vitrakvi\n", + "Searching ClinicalTrials.gov for synonym: RDF76R62ID\n", + "Searching ClinicalTrials.gov for synonym: LOXO 101 sulfate\n", + "Searching ClinicalTrials.gov for synonym: Larotrectinib sulfate\n", + "Processing PubChem ID: 23725625\n", + "Searching ClinicalTrials.gov for common name: Olaparib\n", + "Searching ClinicalTrials.gov for synonym: AZD2281\n", + "Searching ClinicalTrials.gov for synonym: Olaparib\n", + "Searching ClinicalTrials.gov for synonym: Lynparza\n", + "Processing PubChem ID: 49831257\n", + "Searching ClinicalTrials.gov for common name: Jyseleca\n", + "Searching ClinicalTrials.gov for synonym: GLPG0634\n", + "Searching ClinicalTrials.gov for synonym: Filgotinib\n", + "Processing PubChem ID: 137628686\n", + "Searching ClinicalTrials.gov for common name: s8793\n", + "Searching ClinicalTrials.gov for synonym: s8793\n", + "Searching ClinicalTrials.gov for synonym: NSC828446\n", + "Searching ClinicalTrials.gov for synonym: CHEMBL4744680\n", + "Processing PubChem ID: 9887053\n", + "Searching ClinicalTrials.gov for common name: CS-0992\n", + "Searching ClinicalTrials.gov for synonym: HMS3269F19\n", + "Searching ClinicalTrials.gov for synonym: oxaliplatin\n", + "Processing PubChem ID: 2754\n", + "Searching ClinicalTrials.gov for common name: Pletal\n", + "Searching ClinicalTrials.gov for synonym: OPC 21\n", + "Searching ClinicalTrials.gov for synonym: Pletaal\n", + "Searching ClinicalTrials.gov for synonym: cilostazol\n", + "Processing PubChem ID: 10029385\n", + "Searching ClinicalTrials.gov for common name: s7063\n", + "Searching ClinicalTrials.gov for synonym: LY2090314\n", + "Searching ClinicalTrials.gov for synonym: CHEBI:167661\n", + "Searching ClinicalTrials.gov for synonym: DTXSID90209085\n", + "Processing PubChem ID: 16222096\n", + "Searching ClinicalTrials.gov for common name: EUI\n", + "Searching ClinicalTrials.gov for synonym: XL518\n", + "Searching ClinicalTrials.gov for synonym: RG7420\n", + "Searching ClinicalTrials.gov for synonym: XL 518\n", + "Processing PubChem ID: 72165228\n", + "Searching ClinicalTrials.gov for common name: AY7\n", + "Searching ClinicalTrials.gov for synonym: asciminib\n", + "Searching ClinicalTrials.gov for synonym: Example 9\n", + "Processing PubChem ID: 25227436\n", + "Searching ClinicalTrials.gov for common name: Truqap\n", + "Searching ClinicalTrials.gov for synonym: Truqap\n", + "Searching ClinicalTrials.gov for synonym: AZD5363\n", + "Searching ClinicalTrials.gov for synonym: AZD 5363\n", + "Processing PubChem ID: 33630\n", + "Searching ClinicalTrials.gov for common name: Semap\n", + "Searching ClinicalTrials.gov for synonym: Semap\n", + "Searching ClinicalTrials.gov for synonym: Micefal\n", + "Searching ClinicalTrials.gov for synonym: R 16341\n", + "Processing PubChem ID: 148195\n", + "Searching ClinicalTrials.gov for common name: Sarasar\n", + "Searching ClinicalTrials.gov for synonym: Sarasar\n", + "Searching ClinicalTrials.gov for synonym: Zokinvy\n", + "Searching ClinicalTrials.gov for synonym: Lonafarnib\n", + "Processing PubChem ID: 16362\n", + "Searching ClinicalTrials.gov for common name: Orap\n", + "Searching ClinicalTrials.gov for synonym: Opiran\n", + "Searching ClinicalTrials.gov for synonym: R 6238\n", + "Searching ClinicalTrials.gov for synonym: pimozide\n", + "Processing PubChem ID: 20179\n", + "Searching ClinicalTrials.gov for common name: Kapvay\n", + "Searching ClinicalTrials.gov for synonym: Kapvay\n", + "Searching ClinicalTrials.gov for synonym: Duraclon\n", + "Searching ClinicalTrials.gov for synonym: Atensina\n", + "Processing PubChem ID: 2435\n", + "Searching ClinicalTrials.gov for common name: Brimodine\n", + "Searching ClinicalTrials.gov for synonym: E6GNX3HHTE\n", + "Searching ClinicalTrials.gov for synonym: brimonidine\n", + "Searching ClinicalTrials.gov for synonym: Bromoxidine\n", + "Processing PubChem ID: 11338033\n", + "Searching ClinicalTrials.gov for common name: LZE\n", + "Searching ClinicalTrials.gov for synonym: AT7519\n", + "Searching ClinicalTrials.gov for synonym: AT 7519\n", + "Searching ClinicalTrials.gov for synonym: X1BF92PW9T\n", + "Processing PubChem ID: 3064778\n", + "Searching ClinicalTrials.gov for common name: HYDROXYFASUDIL\n", + "Searching ClinicalTrials.gov for synonym: EYH4AU7P63\n", + "Searching ClinicalTrials.gov for synonym: HYDROXYFASUDIL\n", + "Searching ClinicalTrials.gov for IUPAC name: 5-(1,4-diazepan-1-ylsulfonyl)-2H-isoquinolin-1-one\n", + "Processing PubChem ID: 2747117\n", + "Searching ClinicalTrials.gov for common name: s8201\n", + "Searching ClinicalTrials.gov for synonym: BI 78D3\n", + "Searching ClinicalTrials.gov for synonym: CHEMBL508280\n", + "Searching ClinicalTrials.gov for synonym: MFCD01313575\n", + "Searching ClinicalTrials.gov for IUPAC name: 4-(2,3-dihydro-1,4-benzodioxin-6-yl)-3-[(5-nitro-1,3-thiazol-2-yl)sulfanyl]-1H-1,2,4-triazol-5-one\n", + "Error searching ClinicalTrials.gov for 4-(2,3-dihydro-1,4-benzodioxin-6-yl)-3-[(5-nitro-1,3-thiazol-2-yl)sulfanyl]-1H-1,2,4-triazol-5-one: 400\n", + "Drug name '4-(2,3-dihydro-1,4-benzodioxin-6-yl)-3-[(5-nitro-1,3-thiazol-2-yl)sulfanyl]-1H-1,2,4-triazol-5-one' is not valid for the ClinicalTrials.gov API.\n", + "Processing PubChem ID: 71766360\n", + "Searching ClinicalTrials.gov for common name: Tinodasertib\n", + "Searching ClinicalTrials.gov for synonym: AUM001\n", + "Searching ClinicalTrials.gov for synonym: ETC206\n", + "Searching ClinicalTrials.gov for synonym: MND3WX2R7I\n", + "Processing PubChem ID: 118704762\n", + "Searching ClinicalTrials.gov for common name: A1LU8\n", + "Searching ClinicalTrials.gov for synonym: A1LU8\n", + "Searching ClinicalTrials.gov for synonym: LJI308\n", + "Searching ClinicalTrials.gov for synonym: CHEMBL3604794\n", + "Searching ClinicalTrials.gov for IUPAC name: 2,6-difluoro-4-[4-(4-morpholin-4-ylphenyl)pyridin-3-yl]phenol\n", + "Error searching ClinicalTrials.gov for 2,6-difluoro-4-[4-(4-morpholin-4-ylphenyl)pyridin-3-yl]phenol: 400\n", + "Drug name '2,6-difluoro-4-[4-(4-morpholin-4-ylphenyl)pyridin-3-yl]phenol' is not valid for the ClinicalTrials.gov API.\n", + "Processing PubChem ID: 58507717\n", + "Searching ClinicalTrials.gov for common name: Bimiralisib\n", + "Searching ClinicalTrials.gov for synonym: NCB5\n", + "Searching ClinicalTrials.gov for synonym: PQR309\n", + "Searching ClinicalTrials.gov for synonym: Bimiralisib\n", + "Processing PubChem ID: 10195250\n", + "Searching ClinicalTrials.gov for common name: Bentamapimod\n", + "Searching ClinicalTrials.gov for synonym: PGL5001\n", + "Searching ClinicalTrials.gov for synonym: AS602801\n", + "Searching ClinicalTrials.gov for synonym: AS 602801\n", + "Processing PubChem ID: 6112\n", + "Searching ClinicalTrials.gov for common name: Lipoec\n", + "Searching ClinicalTrials.gov for synonym: lipoic acid\n", + "Processing PubChem ID: 6437836\n", + "Searching ClinicalTrials.gov for common name: TMHDP\n", + "Searching ClinicalTrials.gov for synonym: Peretinoin\n", + "Searching ClinicalTrials.gov for synonym: CCRIS 9040\n", + "Searching ClinicalTrials.gov for synonym: Acyclic retinoid\n", + "Processing PubChem ID: 5823908\n", + "Searching ClinicalTrials.gov for common name: IQ1\n", + "Searching ClinicalTrials.gov for synonym: IQ1\n", + "Searching ClinicalTrials.gov for synonym: IQ 1\n", + "Processing PubChem ID: 1989\n", + "Searching ClinicalTrials.gov for common name: Dimelor\n", + "Searching ClinicalTrials.gov for synonym: Dimelor\n", + "Searching ClinicalTrials.gov for synonym: Minoral\n", + "Searching ClinicalTrials.gov for synonym: Ordimel\n", + "Processing PubChem ID: 4740\n", + "Searching ClinicalTrials.gov for common name: PNX\n", + "Searching ClinicalTrials.gov for synonym: Vazofirin\n", + "Searching ClinicalTrials.gov for synonym: Pentoxifyllin\n", + "Searching ClinicalTrials.gov for synonym: pentoxifylline\n", + "Processing PubChem ID: 86295191\n", + "Searching ClinicalTrials.gov for common name: DTP3\n", + "Searching ClinicalTrials.gov for synonym: DTP3\n", + "Searching ClinicalTrials.gov for synonym: 7UXW0T8LS8\n", + "Searching ClinicalTrials.gov for synonym: DTP3 FREE PEPTIDE\n", + "Processing PubChem ID: 1986\n", + "Searching ClinicalTrials.gov for common name: Didoc\n", + "Searching ClinicalTrials.gov for synonym: Didoc\n", + "Searching ClinicalTrials.gov for synonym: Donmox\n", + "Searching ClinicalTrials.gov for synonym: Acetamox\n", + "Searching ClinicalTrials.gov for IUPAC name: N-(5-sulfamoyl-1,3,4-thiadiazol-2-yl)acetamide\n", + "Processing PubChem ID: 72205932\n", + "Searching ClinicalTrials.gov for common name: G17186\n", + "Searching ClinicalTrials.gov for synonym: 662X0VFR9L\n", + "Searching ClinicalTrials.gov for synonym: Pasireotide acetate\n", + "Searching ClinicalTrials.gov for synonym: Pasireotide acetate salt\n", + "Processing PubChem ID: 9562059\n", + "Searching ClinicalTrials.gov for common name: Serdaen\n", + "Searching ClinicalTrials.gov for synonym: Caswell No. 481E\n", + "Searching ClinicalTrials.gov for synonym: 10,040 Diacetate\n", + "Searching ClinicalTrials.gov for synonym: Hibitane diacetate\n", + "Processing PubChem ID: 2244\n", + "Searching ClinicalTrials.gov for common name: ASA\n", + "Processing PubChem ID: 9821849\n", + "Searching ClinicalTrials.gov for common name: Yonsa\n", + "Searching ClinicalTrials.gov for synonym: Yonsa\n", + "Searching ClinicalTrials.gov for synonym: EM5OCB9YJ6\n", + "Searching ClinicalTrials.gov for synonym: CHEBI:68639\n", + "Processing PubChem ID: 23663985\n", + "Searching ClinicalTrials.gov for common name: Elaspol\n", + "Searching ClinicalTrials.gov for synonym: Elaspol\n", + "Searching ClinicalTrials.gov for synonym: LY544349 Sodium Hydrate\n", + "Searching ClinicalTrials.gov for synonym: sivelestat sodium hydrate\n", + "Processing PubChem ID: 158550\n", + "Searching ClinicalTrials.gov for common name: Atazor\n", + "Searching ClinicalTrials.gov for synonym: Atazor\n", + "Searching ClinicalTrials.gov for synonym: 4MT4VIE29P\n", + "Searching ClinicalTrials.gov for synonym: NSC 742546\n", + "Processing PubChem ID: 5405\n", + "Searching ClinicalTrials.gov for common name: Terfex\n", + "Searching ClinicalTrials.gov for synonym: Terfex\n", + "Searching ClinicalTrials.gov for synonym: Seldane\n", + "Searching ClinicalTrials.gov for synonym: Teldane\n", + "Searching ClinicalTrials.gov for IUPAC name: 1-(4-tert-butylphenyl)-4-[4-[hydroxy(diphenyl)methyl]piperidin-1-yl]butan-1-ol\n", + "Error searching ClinicalTrials.gov for 1-(4-tert-butylphenyl)-4-[4-[hydroxy(diphenyl)methyl]piperidin-1-yl]butan-1-ol: 400\n", + "Drug name '1-(4-tert-butylphenyl)-4-[4-[hydroxy(diphenyl)methyl]piperidin-1-yl]butan-1-ol' is not valid for the ClinicalTrials.gov API.\n", + "Processing PubChem ID: 185462\n", + "Searching ClinicalTrials.gov for common name: s3051\n", + "Searching ClinicalTrials.gov for synonym: Bosentan hydrate\n", + "Searching ClinicalTrials.gov for synonym: bosentan monohydrate\n", + "Processing PubChem ID: 44462760\n", + "Searching ClinicalTrials.gov for common name: Tafinlar\n", + "Searching ClinicalTrials.gov for synonym: Dabrafenib\n", + "Searching ClinicalTrials.gov for synonym: QGP4HA4G1B\n", + "Searching ClinicalTrials.gov for synonym: GSK2118436A\n", + "Processing PubChem ID: 11570805\n", + "Searching ClinicalTrials.gov for common name: ZZ-84\n", + "Searching ClinicalTrials.gov for synonym: LY2228820\n", + "Searching ClinicalTrials.gov for synonym: QUW7B71FO9\n", + "Searching ClinicalTrials.gov for synonym: LSN2322600\n", + "Processing PubChem ID: 441243\n", + "Searching ClinicalTrials.gov for common name: ROC\n", + "Processing PubChem ID: 9853654\n", + "Searching ClinicalTrials.gov for common name: PETAVLON\n", + "Searching ClinicalTrials.gov for synonym: AY 6608\n", + "Searching ClinicalTrials.gov for synonym: Petogasrin\n", + "Searching ClinicalTrials.gov for synonym: pentagastrin\n", + "Processing PubChem ID: 2187\n", + "Searching ClinicalTrials.gov for common name: Asiolex\n", + "Searching ClinicalTrials.gov for synonym: Asiolex\n", + "Searching ClinicalTrials.gov for synonym: HSDB 7462\n", + "Searching ClinicalTrials.gov for synonym: Anastrozol\n", + "Processing PubChem ID: 276389\n", + "Searching ClinicalTrials.gov for common name: Harringtonin\n", + "Searching ClinicalTrials.gov for synonym: NSC 124147\n", + "Searching ClinicalTrials.gov for synonym: 088662H40F\n", + "Searching ClinicalTrials.gov for synonym: Harringtonin\n", + "Processing PubChem ID: 285033\n", + "Searching ClinicalTrials.gov for common name: HHT\n", + "Searching ClinicalTrials.gov for synonym: Omapro\n", + "Searching ClinicalTrials.gov for synonym: Myelostat\n", + "Searching ClinicalTrials.gov for synonym: NSC 141633\n", + "Processing PubChem ID: 3397\n", + "Searching ClinicalTrials.gov for common name: NFBA\n", + "Searching ClinicalTrials.gov for synonym: NFBA\n", + "Searching ClinicalTrials.gov for synonym: niftolid\n", + "Searching ClinicalTrials.gov for synonym: flutamide\n", + "Processing PubChem ID: 451417\n", + "Searching ClinicalTrials.gov for common name: RKDVY\n", + "Searching ClinicalTrials.gov for synonym: Timunox\n", + "Searching ClinicalTrials.gov for synonym: IMMUNOX\n", + "Searching ClinicalTrials.gov for synonym: THYMOPENTIN\n", + "Processing PubChem ID: 5493444\n", + "Searching ClinicalTrials.gov for common name: Rasilez\n", + "Searching ClinicalTrials.gov for synonym: SPP100\n", + "Searching ClinicalTrials.gov for synonym: Rasilez\n", + "Searching ClinicalTrials.gov for synonym: SPP 100\n", + "Processing PubChem ID: 2520\n", + "Searching ClinicalTrials.gov for common name: Ansyr\n", + "Searching ClinicalTrials.gov for synonym: Isoptimo\n", + "Searching ClinicalTrials.gov for synonym: VERAPAMIL\n", + "Searching ClinicalTrials.gov for synonym: Dilacoran\n", + "Processing PubChem ID: 170014\n", + "Searching ClinicalTrials.gov for common name: F82532\n", + "Searching ClinicalTrials.gov for synonym: B0P742MK5O\n", + "Searching ClinicalTrials.gov for synonym: CHEBI:77739\n", + "Searching ClinicalTrials.gov for synonym: dexverapamil HCl\n", + "Processing PubChem ID: 392622\n", + "Searching ClinicalTrials.gov for common name: RTV\n", + "Processing PubChem ID: 16052011\n", + "Searching ClinicalTrials.gov for common name: ZDX\n", + "Searching ClinicalTrials.gov for synonym: Fertilan\n", + "Searching ClinicalTrials.gov for synonym: 6YUU2PV0U8\n", + "Searching ClinicalTrials.gov for synonym: DTXSID9046736\n", + "Processing PubChem ID: 72172\n", + "Searching ClinicalTrials.gov for common name: Bestatin\n", + "Searching ClinicalTrials.gov for synonym: NK 421\n", + "Searching ClinicalTrials.gov for synonym: Bestatin\n", + "Searching ClinicalTrials.gov for synonym: Ubenimex\n", + "Processing PubChem ID: 11957481\n", + "Searching ClinicalTrials.gov for common name: B4000\n", + "Searching ClinicalTrials.gov for synonym: BY7Y2JX7NQ\n", + "Searching ClinicalTrials.gov for synonym: DTXCID8025759\n", + "Searching ClinicalTrials.gov for synonym: Bestatin hydrochloride\n", + "Processing PubChem ID: 11595577\n", + "Searching ClinicalTrials.gov for common name: Imiquimodmaleate\n", + "Searching ClinicalTrials.gov for synonym: AKOS030526972\n", + "Searching ClinicalTrials.gov for synonym: SCHEMBL3188539\n", + "Searching ClinicalTrials.gov for synonym: Imiquimodmaleate\n", + "Searching ClinicalTrials.gov for IUPAC name: (Z)-but-2-enedioic acid;1-(2-methylpropyl)imidazo[4,5-c]quinolin-4-amine\n", + "Error searching ClinicalTrials.gov for (Z)-but-2-enedioic acid;1-(2-methylpropyl)imidazo[4,5-c]quinolin-4-amine: 400\n", + "Drug name '(Z)-but-2-enedioic acid;1-(2-methylpropyl)imidazo[4,5-c]quinolin-4-amine' is not valid for the ClinicalTrials.gov API.\n", + "Processing PubChem ID: 13982876\n", + "Searching ClinicalTrials.gov for common name: HB8528\n", + "Searching ClinicalTrials.gov for synonym: Imiquimod HCl\n", + "Searching ClinicalTrials.gov for synonym: SCHEMBL1301796\n", + "Searching ClinicalTrials.gov for synonym: Imiquimod hydrochloride\n", + "Processing PubChem ID: 50922675\n", + "Searching ClinicalTrials.gov for common name: Braftovi\n", + "Searching ClinicalTrials.gov for synonym: LGX818\n", + "Searching ClinicalTrials.gov for synonym: LGX 818\n", + "Searching ClinicalTrials.gov for synonym: Braftovi\n", + "Processing PubChem ID: 126689157\n", + "Searching ClinicalTrials.gov for common name: s8680\n", + "Searching ClinicalTrials.gov for synonym: AZD1390\n", + "Searching ClinicalTrials.gov for synonym: Azd 1390\n", + "Searching ClinicalTrials.gov for synonym: ATM Kinase Inhibitor AZD1390\n", + "Processing PubChem ID: 45375953\n", + "Searching ClinicalTrials.gov for common name: Sapanisertib\n", + "Searching ClinicalTrials.gov for synonym: MLN0128\n", + "Searching ClinicalTrials.gov for synonym: INK 128\n", + "Searching ClinicalTrials.gov for synonym: JGH0DF1U03\n", + "Processing PubChem ID: 135565635\n", + "Searching ClinicalTrials.gov for common name: TORKinib\n", + "Searching ClinicalTrials.gov for synonym: PP242\n", + "Searching ClinicalTrials.gov for synonym: PP 242\n", + "Searching ClinicalTrials.gov for synonym: TORKinib\n", + "Searching ClinicalTrials.gov for IUPAC name: 2-(4-amino-1-propan-2-ylpyrazolo[3,4-d]pyrimidin-3-yl)-1H-indol-5-ol\n", + "Error searching ClinicalTrials.gov for 2-(4-amino-1-propan-2-ylpyrazolo[3,4-d]pyrimidin-3-yl)-1H-indol-5-ol: 400\n", + "Drug name '2-(4-amino-1-propan-2-ylpyrazolo[3,4-d]pyrimidin-3-yl)-1H-indol-5-ol' is not valid for the ClinicalTrials.gov API.\n", + "Processing PubChem ID: 11950170\n", + "Searching ClinicalTrials.gov for common name: ICQ\n", + "Searching ClinicalTrials.gov for synonym: SLx2119\n", + "Searching ClinicalTrials.gov for synonym: SLx 2119\n", + "Searching ClinicalTrials.gov for synonym: 834YJF89WO\n", + "Processing PubChem ID: 146681181\n", + "Searching ClinicalTrials.gov for common name: Rezurock\n", + "Searching ClinicalTrials.gov for synonym: Rezurock\n", + "Searching ClinicalTrials.gov for synonym: CHEMBL4802130\n", + "Searching ClinicalTrials.gov for synonym: AKOS040757297\n", + "Processing PubChem ID: 104769\n", + "Searching ClinicalTrials.gov for common name: CLOL\n", + "Searching ClinicalTrials.gov for synonym: CLOL\n", + "Searching ClinicalTrials.gov for synonym: HSDB 6530\n", + "Searching ClinicalTrials.gov for synonym: V05260LC8D\n", + "Searching ClinicalTrials.gov for IUPAC name: methyl 3-[4-[2-hydroxy-3-(propan-2-ylamino)propoxy]phenyl]propanoate;hydrochloride\n", + "Error searching ClinicalTrials.gov for methyl 3-[4-[2-hydroxy-3-(propan-2-ylamino)propoxy]phenyl]propanoate;hydrochloride: 400\n", + "Drug name 'methyl 3-[4-[2-hydroxy-3-(propan-2-ylamino)propoxy]phenyl]propanoate;hydrochloride' is not valid for the ClinicalTrials.gov API.\n", + "Processing PubChem ID: 67462786\n", + "Searching ClinicalTrials.gov for common name: Balversa\n", + "Searching ClinicalTrials.gov for synonym: Balversa\n", + "Searching ClinicalTrials.gov for synonym: 890E37NHMV\n", + "Searching ClinicalTrials.gov for synonym: Erdafitinib\n", + "Processing PubChem ID: 4006\n", + "Searching ClinicalTrials.gov for common name: Kantec\n", + "Searching ClinicalTrials.gov for synonym: Kantec\n", + "Searching ClinicalTrials.gov for synonym: NKK 105\n", + "Searching ClinicalTrials.gov for synonym: Hepation\n", + "Searching ClinicalTrials.gov for IUPAC name: dipropan-2-yl 2-(1,3-dithiol-2-ylidene)propanedioate\n", + "Processing PubChem ID: 3339\n", + "Searching ClinicalTrials.gov for common name: FNF\n", + "Searching ClinicalTrials.gov for synonym: Antara\n", + "Searching ClinicalTrials.gov for synonym: Lipidil\n", + "Searching ClinicalTrials.gov for synonym: Secalip\n", + "Processing PubChem ID: 58282870\n", + "Searching ClinicalTrials.gov for common name: s8701\n", + "Searching ClinicalTrials.gov for synonym: MK8353\n", + "Searching ClinicalTrials.gov for synonym: MK 8353\n", + "Searching ClinicalTrials.gov for synonym: SCH900353\n", + "Processing PubChem ID: 11626560\n", + "Searching ClinicalTrials.gov for common name: VGH\n", + "Searching ClinicalTrials.gov for synonym: PF2341066\n", + "Searching ClinicalTrials.gov for synonym: Crizotinib\n", + "Searching ClinicalTrials.gov for synonym: PF 2341066\n", + "Processing PubChem ID: 56671814\n", + "Searching ClinicalTrials.gov for common name: VHS\n", + "Searching ClinicalTrials.gov for synonym: CHEBI:77555\n", + "Searching ClinicalTrials.gov for synonym: CHEMBL1825141\n", + "Processing PubChem ID: 71576688\n", + "Searching ClinicalTrials.gov for common name: s5190\n", + "Searching ClinicalTrials.gov for synonym: Z63P44CE4Z\n", + "Searching ClinicalTrials.gov for synonym: Crizotinib HCl\n", + "Searching ClinicalTrials.gov for synonym: DTXSID20856162\n", + "Processing PubChem ID: 135413536\n", + "Searching ClinicalTrials.gov for common name: Emend\n", + "Searching ClinicalTrials.gov for synonym: Aponvie\n", + "Searching ClinicalTrials.gov for synonym: MK 0869\n", + "Searching ClinicalTrials.gov for synonym: Cinvanti\n", + "Processing PubChem ID: 156419\n", + "Searching ClinicalTrials.gov for common name: CNC\n", + "Searching ClinicalTrials.gov for synonym: KRN1493\n", + "Searching ClinicalTrials.gov for synonym: HSDB 7318\n", + "Searching ClinicalTrials.gov for synonym: Cinacalcet\n", + "Processing PubChem ID: 156391\n", + "Searching ClinicalTrials.gov for common name: Duk\n", + "Searching ClinicalTrials.gov for synonym: NAPROXEN\n", + "Searching ClinicalTrials.gov for synonym: Naprosyn\n", + "Searching ClinicalTrials.gov for synonym: Naproxene\n", + "Processing PubChem ID: 60490\n", + "Searching ClinicalTrials.gov for common name: Zyflo\n", + "Searching ClinicalTrials.gov for synonym: Leutrol\n", + "Searching ClinicalTrials.gov for synonym: ZILEUTON\n", + "Searching ClinicalTrials.gov for synonym: Zyflo CR\n", + "Processing PubChem ID: 71616\n", + "Searching ClinicalTrials.gov for common name: VCZ\n", + "Searching ClinicalTrials.gov for synonym: VFEND I.V.\n", + "Searching ClinicalTrials.gov for synonym: JFU09I87TR\n", + "Searching ClinicalTrials.gov for synonym: Voriconazol\n", + "Processing PubChem ID: 2563\n", + "Searching ClinicalTrials.gov for common name: Lodosin\n", + "Searching ClinicalTrials.gov for synonym: D,L CARBIDOPA\n", + "Processing PubChem ID: 5312125\n", + "Searching ClinicalTrials.gov for common name: Urief\n", + "Searching ClinicalTrials.gov for synonym: Urief\n", + "Searching ClinicalTrials.gov for synonym: Urorec\n", + "Searching ClinicalTrials.gov for synonym: Rapflo\n", + "Processing PubChem ID: 67171867\n", + "Searching ClinicalTrials.gov for common name: Nubeqa\n", + "Searching ClinicalTrials.gov for synonym: Nubeqa\n", + "Searching ClinicalTrials.gov for synonym: ODM201\n", + "Searching ClinicalTrials.gov for synonym: BAY1841788\n", + "Processing PubChem ID: 167811\n", + "Searching ClinicalTrials.gov for common name: Pirexyl\n", + "Searching ClinicalTrials.gov for synonym: Pirexyl\n", + "Searching ClinicalTrials.gov for synonym: Blascorid\n", + "Searching ClinicalTrials.gov for synonym: S831Z48C5W\n", + "Searching ClinicalTrials.gov for IUPAC name: 1-[1-(2-benzylphenoxy)propan-2-yl]piperidine;phosphoric acid\n", + "Error searching ClinicalTrials.gov for 1-[1-(2-benzylphenoxy)propan-2-yl]piperidine;phosphoric acid: 400\n", + "Drug name '1-[1-(2-benzylphenoxy)propan-2-yl]piperidine;phosphoric acid' is not valid for the ClinicalTrials.gov API.\n", + "Processing PubChem ID: 2375\n", + "Searching ClinicalTrials.gov for common name: Bical\n", + "Searching ClinicalTrials.gov for synonym: Casodex\n", + "Searching ClinicalTrials.gov for synonym: Cosudex\n", + "Searching ClinicalTrials.gov for synonym: Calutide\n", + "Processing PubChem ID: 44093\n", + "Searching ClinicalTrials.gov for common name: Zapto\n", + "Searching ClinicalTrials.gov for synonym: Cesplon\n", + "Searching ClinicalTrials.gov for synonym: Dilabar\n", + "Searching ClinicalTrials.gov for synonym: Garranil\n", + "Searching ClinicalTrials.gov for IUPAC name: (2S)-1-[(2S)-2-methyl-3-sulfanylpropanoyl]pyrrolidine-2-carboxylic acid\n", + "Error searching ClinicalTrials.gov for (2S)-1-[(2S)-2-methyl-3-sulfanylpropanoyl]pyrrolidine-2-carboxylic acid: 400\n", + "Drug name '(2S)-1-[(2S)-2-methyl-3-sulfanylpropanoyl]pyrrolidine-2-carboxylic acid' is not valid for the ClinicalTrials.gov API.\n", + "Processing PubChem ID: 54755438\n", + "Searching ClinicalTrials.gov for common name: Velexbru\n", + "Searching ClinicalTrials.gov for synonym: ONO4059\n", + "Searching ClinicalTrials.gov for synonym: Velexbru\n", + "Searching ClinicalTrials.gov for synonym: LXG44NDL2T\n", + "Processing PubChem ID: 71571562\n", + "Searching ClinicalTrials.gov for common name: s8166\n", + "Searching ClinicalTrials.gov for synonym: U374135N48\n", + "Searching ClinicalTrials.gov for synonym: Tirabrutinib hydrochloride\n", + "Processing PubChem ID: 55245\n", + "Searching ClinicalTrials.gov for common name: Korlym\n", + "Searching ClinicalTrials.gov for synonym: RU486\n", + "Searching ClinicalTrials.gov for synonym: Korlym\n", + "Searching ClinicalTrials.gov for synonym: RU 486\n", + "Processing PubChem ID: 146673142\n", + "Searching ClinicalTrials.gov for common name: HY-13038B\n", + "Processing PubChem ID: 121408882\n", + "Searching ClinicalTrials.gov for common name: Temuterkib\n", + "Searching ClinicalTrials.gov for synonym: LY3214996\n", + "Searching ClinicalTrials.gov for synonym: Temuterkib\n", + "Searching ClinicalTrials.gov for synonym: V0Q46LFE6F\n", + "Processing PubChem ID: 54704426\n", + "Searching ClinicalTrials.gov for common name: Retet\n", + "Searching ClinicalTrials.gov for synonym: Sumycin\n", + "Searching ClinicalTrials.gov for synonym: Cyclopar\n", + "Searching ClinicalTrials.gov for synonym: Tetrachel\n", + "Processing PubChem ID: 14982\n", + "Searching ClinicalTrials.gov for common name: Glycyron\n", + "Searching ClinicalTrials.gov for synonym: Glycyron\n", + "Searching ClinicalTrials.gov for synonym: Glizigen\n", + "Searching ClinicalTrials.gov for synonym: potenlini\n", + "Processing PubChem ID: 656656\n", + "Searching ClinicalTrials.gov for common name: D02028\n", + "Searching ClinicalTrials.gov for synonym: A9ZZD585U6\n", + "Searching ClinicalTrials.gov for synonym: MFCD00167400\n", + "Searching ClinicalTrials.gov for synonym: Diammonium glycyrrhizinate\n", + "Processing PubChem ID: 49846579\n", + "Searching ClinicalTrials.gov for common name: Venclexta\n", + "Processing PubChem ID: 6480466\n", + "Searching ClinicalTrials.gov for common name: Delamanid\n", + "Searching ClinicalTrials.gov for synonym: deltyba\n", + "Searching ClinicalTrials.gov for synonym: Delamanid\n", + "Searching ClinicalTrials.gov for synonym: OPC 67683\n", + "Processing PubChem ID: 5311068\n", + "Searching ClinicalTrials.gov for common name: DEXMEDETOMIDINE\n", + "Processing PubChem ID: 56959\n", + "Searching ClinicalTrials.gov for common name: Ranexa\n", + "Searching ClinicalTrials.gov for synonym: Ran4\n", + "Searching ClinicalTrials.gov for synonym: RAN D\n", + "Searching ClinicalTrials.gov for synonym: ASPRUZYO\n", + "Processing PubChem ID: 92727\n", + "Searching ClinicalTrials.gov for common name: LPV\n", + "Searching ClinicalTrials.gov for synonym: Koletra\n", + "Searching ClinicalTrials.gov for synonym: ABT 378\n", + "Searching ClinicalTrials.gov for synonym: Aluviran\n", + "Processing PubChem ID: 119607\n", + "Searching ClinicalTrials.gov for common name: COX\n", + "Processing PubChem ID: 23675320\n", + "Searching ClinicalTrials.gov for common name: Tegopen\n", + "Searching ClinicalTrials.gov for synonym: Ankerbin\n", + "Searching ClinicalTrials.gov for synonym: Austrastaph\n", + "Searching ClinicalTrials.gov for synonym: Staphybiotic\n", + "Processing PubChem ID: 24785956\n", + "Searching ClinicalTrials.gov for common name: Orlissa\n", + "Searching ClinicalTrials.gov for synonym: Orlissa\n", + "Searching ClinicalTrials.gov for synonym: 5948VUI423\n", + "Searching ClinicalTrials.gov for synonym: Elagolix sodium\n", + "Processing PubChem ID: 5330286\n", + "Searching ClinicalTrials.gov for common name: LQQ\n", + "Searching ClinicalTrials.gov for synonym: PD 332991\n", + "Searching ClinicalTrials.gov for synonym: G9ZF61LE7G\n", + "Searching ClinicalTrials.gov for synonym: Palbociclib\n", + "Processing PubChem ID: 444795\n", + "Searching ClinicalTrials.gov for common name: ATRA\n", + "Searching ClinicalTrials.gov for synonym: ATRA\n", + "Searching ClinicalTrials.gov for synonym: Avita\n", + "Searching ClinicalTrials.gov for synonym: Renova\n", + "Processing PubChem ID: 22049997\n", + "Searching ClinicalTrials.gov for common name: I45\n", + "Searching ClinicalTrials.gov for synonym: PH797804\n", + "Searching ClinicalTrials.gov for synonym: PH 797804\n", + "Searching ClinicalTrials.gov for synonym: SI09I1V827\n", + "Processing PubChem ID: 24826799\n", + "Searching ClinicalTrials.gov for common name: PONATINIB\n", + "Searching ClinicalTrials.gov for synonym: PONATINIB\n", + "Searching ClinicalTrials.gov for synonym: HSDB 8184\n", + "Searching ClinicalTrials.gov for synonym: 4340891KFS\n", + "Processing PubChem ID: 16063245\n", + "Searching ClinicalTrials.gov for common name: Radotinib\n", + "Searching ClinicalTrials.gov for synonym: supect\n", + "Searching ClinicalTrials.gov for synonym: IY5511\n", + "Searching ClinicalTrials.gov for synonym: Radotinib\n", + "Processing PubChem ID: 16747388\n", + "Searching ClinicalTrials.gov for common name: DXH\n", + "Searching ClinicalTrials.gov for synonym: BHG712\n", + "Searching ClinicalTrials.gov for synonym: N86NEM4R7Q\n", + "Processing PubChem ID: 24812758\n", + "Searching ClinicalTrials.gov for common name: Invokana\n", + "Searching ClinicalTrials.gov for synonym: Invokana\n", + "Searching ClinicalTrials.gov for synonym: Canagliflozin\n", + "Searching ClinicalTrials.gov for synonym: Canagliflozin anhydrous\n", + "Processing PubChem ID: 45256689\n", + "Searching ClinicalTrials.gov for common name: s8803\n", + "Searching ClinicalTrials.gov for synonym: MK 3903\n", + "Searching ClinicalTrials.gov for synonym: BCP29075\n", + "Searching ClinicalTrials.gov for synonym: CID 45256689\n", + "Processing PubChem ID: 45256693\n", + "Searching ClinicalTrials.gov for common name: 4cfe\n", + "Searching ClinicalTrials.gov for synonym: Ex229\n", + "Searching ClinicalTrials.gov for synonym: CHEMBL3393127\n", + "Searching ClinicalTrials.gov for IUPAC name: 5-[[6-chloro-5-(1-methylindol-5-yl)-1H-benzimidazol-2-yl]oxy]-2-methylbenzoic acid\n", + "Error searching ClinicalTrials.gov for 5-[[6-chloro-5-(1-methylindol-5-yl)-1H-benzimidazol-2-yl]oxy]-2-methylbenzoic acid: 400\n", + "Drug name '5-[[6-chloro-5-(1-methylindol-5-yl)-1H-benzimidazol-2-yl]oxy]-2-methylbenzoic acid' is not valid for the ClinicalTrials.gov API.\n", + "Processing PubChem ID: 46910592\n", + "Searching ClinicalTrials.gov for common name: E73439\n", + "Searching ClinicalTrials.gov for synonym: 95Y8L63NBC\n", + "Searching ClinicalTrials.gov for synonym: DTXSID70237780\n", + "Searching ClinicalTrials.gov for synonym: Flumatinib mesylate\n", + "Processing PubChem ID: 51039094\n", + "Searching ClinicalTrials.gov for common name: Tukysa\n", + "Searching ClinicalTrials.gov for synonym: Tukysa\n", + "Searching ClinicalTrials.gov for synonym: ONT 380\n", + "Searching ClinicalTrials.gov for synonym: Arry 380\n", + "Processing PubChem ID: 5583\n", + "Searching ClinicalTrials.gov for common name: TMQ\n", + "Searching ClinicalTrials.gov for synonym: JB 11\n", + "Searching ClinicalTrials.gov for synonym: NSC 249008\n", + "Searching ClinicalTrials.gov for synonym: trimetrexate\n", + "Processing PubChem ID: 11960271\n", + "Searching ClinicalTrials.gov for common name: s6963\n", + "Searching ClinicalTrials.gov for synonym: WB59MRW00U\n", + "Searching ClinicalTrials.gov for IUPAC name: 2-(5-fluoro-2-methyl-1H-indol-3-yl)-1H-imidazo[4,5-f][1,10]phenanthroline\n", + "Error searching ClinicalTrials.gov for 2-(5-fluoro-2-methyl-1H-indol-3-yl)-1H-imidazo[4,5-f][1,10]phenanthroline: 400\n", + "Drug name '2-(5-fluoro-2-methyl-1H-indol-3-yl)-1H-imidazo[4,5-f][1,10]phenanthroline' is not valid for the ClinicalTrials.gov API.\n", + "Processing PubChem ID: 11310\n", + "Searching ClinicalTrials.gov for common name: Kapilin\n", + "Searching ClinicalTrials.gov for synonym: Kapilin\n", + "Searching ClinicalTrials.gov for synonym: Adaprin\n", + "Searching ClinicalTrials.gov for synonym: Kapilon\n", + "Searching ClinicalTrials.gov for IUPAC name: (4-acetyloxy-3-methylnaphthalen-1-yl) acetate\n", + "Processing PubChem ID: 6918837\n", + "Searching ClinicalTrials.gov for common name: Faridak\n", + "Searching ClinicalTrials.gov for synonym: Faridak\n", + "Searching ClinicalTrials.gov for synonym: 9647FM7Y3Z\n", + "Searching ClinicalTrials.gov for synonym: CHEBI:85990\n", + "Processing PubChem ID: 104850\n", + "Searching ClinicalTrials.gov for common name: Zimulti\n", + "Searching ClinicalTrials.gov for synonym: Zimulti\n", + "Searching ClinicalTrials.gov for synonym: Acomplia\n", + "Searching ClinicalTrials.gov for synonym: SR141716\n", + "Processing PubChem ID: 104849\n", + "Searching ClinicalTrials.gov for common name: A11475\n", + "Searching ClinicalTrials.gov for synonym: HL0V2LQZ09\n", + "Searching ClinicalTrials.gov for synonym: Rimonabant HCl\n", + "Searching ClinicalTrials.gov for synonym: DTXSID20166495\n", + "Processing PubChem ID: 14296\n", + "Searching ClinicalTrials.gov for common name: TMPZ\n", + "Searching ClinicalTrials.gov for synonym: Bs factor\n", + "Searching ClinicalTrials.gov for synonym: Ligustrazine\n", + "Searching ClinicalTrials.gov for synonym: Liqustrazine\n", + "Processing PubChem ID: 5344\n", + "Searching ClinicalTrials.gov for common name: SOXO\n", + "Searching ClinicalTrials.gov for synonym: Sulfafurazol\n", + "Searching ClinicalTrials.gov for synonym: Sulfisoxazol\n", + "Searching ClinicalTrials.gov for synonym: sulfisoxazole\n", + "Processing PubChem ID: 56649450\n", + "Searching ClinicalTrials.gov for common name: Piqray\n", + "Searching ClinicalTrials.gov for synonym: Vijoice\n", + "Searching ClinicalTrials.gov for synonym: BYL 719\n", + "Searching ClinicalTrials.gov for synonym: alpelisib\n", + "Processing PubChem ID: 11707110\n", + "Searching ClinicalTrials.gov for common name: QOM\n", + "Searching ClinicalTrials.gov for synonym: TMT212\n", + "Searching ClinicalTrials.gov for synonym: L01XE25\n", + "Searching ClinicalTrials.gov for synonym: Trametinib\n", + "Processing PubChem ID: 4463\n", + "Searching ClinicalTrials.gov for common name: NVP\n", + "Searching ClinicalTrials.gov for synonym: BIRG587\n", + "Searching ClinicalTrials.gov for synonym: Viramune\n", + "Searching ClinicalTrials.gov for synonym: BIRG 0587\n", + "Processing PubChem ID: 118598754\n", + "Searching ClinicalTrials.gov for common name: Tomivosertib\n", + "Searching ClinicalTrials.gov for synonym: eFT508\n", + "Searching ClinicalTrials.gov for synonym: EFT 508\n", + "Searching ClinicalTrials.gov for synonym: U2H19X4WBV\n", + "Processing PubChem ID: 36314\n", + "Searching ClinicalTrials.gov for common name: Zisu\n", + "Searching ClinicalTrials.gov for synonym: TAXOL\n", + "Processing PubChem ID: 148124\n", + "Searching ClinicalTrials.gov for common name: TXL\n", + "Processing PubChem ID: 148123\n", + "Searching ClinicalTrials.gov for common name: D02165\n", + "Searching ClinicalTrials.gov for synonym: XRP6976\n", + "Searching ClinicalTrials.gov for synonym: 15H5577CQD\n", + "Searching ClinicalTrials.gov for synonym: CHEBI:59809\n", + "Processing PubChem ID: 11256664\n", + "Searching ClinicalTrials.gov for common name: Evrenzo\n", + "Searching ClinicalTrials.gov for synonym: FG4592\n", + "Searching ClinicalTrials.gov for synonym: ASP1517\n", + "Searching ClinicalTrials.gov for synonym: FG 4592\n", + "Processing PubChem ID: 6989\n", + "Searching ClinicalTrials.gov for common name: IPMP\n", + "Searching ClinicalTrials.gov for synonym: THYMOL\n", + "Searching ClinicalTrials.gov for synonym: Thymic acid\n", + "Searching ClinicalTrials.gov for synonym: Isopropyl cresol\n", + "Processing PubChem ID: 3463\n", + "Searching ClinicalTrials.gov for common name: Gemd\n", + "Searching ClinicalTrials.gov for synonym: Lipur\n", + "Searching ClinicalTrials.gov for synonym: Fibratol\n", + "Searching ClinicalTrials.gov for synonym: Fibrocit\n", + "Processing PubChem ID: 9966051\n", + "Searching ClinicalTrials.gov for common name: VTX\n", + "Searching ClinicalTrials.gov for synonym: HSDB 8250\n", + "Searching ClinicalTrials.gov for synonym: 3O2K1S3WQV\n", + "Searching ClinicalTrials.gov for synonym: CHEBI:76016\n", + "Processing PubChem ID: 67448836\n", + "Searching ClinicalTrials.gov for common name: OTS514\n", + "Searching ClinicalTrials.gov for synonym: OTS514\n", + "Searching ClinicalTrials.gov for synonym: OTS514HCl\n", + "Searching ClinicalTrials.gov for synonym: C21H20N2O2S\n", + "Searching ClinicalTrials.gov for IUPAC name: 9-[4-[(2R)-1-aminopropan-2-yl]phenyl]-8-hydroxy-6-methyl-5H-thieno[2,3-c]quinolin-4-one\n", + "Skipping search for complex name: 9-[4-[(2R)-1-aminopropan-2-yl]phenyl]-8-hydroxy-6-methyl-5H-thieno[2,3-c]quinolin-4-one\n", + "Processing PubChem ID: 129073603\n", + "Searching ClinicalTrials.gov for common name: Gavreto\n", + "Searching ClinicalTrials.gov for synonym: Blu667\n", + "Searching ClinicalTrials.gov for synonym: Gavreto\n", + "Searching ClinicalTrials.gov for synonym: X581238\n", + "Processing PubChem ID: 4055\n", + "Searching ClinicalTrials.gov for common name: MNQ\n", + "Searching ClinicalTrials.gov for synonym: Kayklot\n", + "Searching ClinicalTrials.gov for synonym: Kappaxin\n", + "Searching ClinicalTrials.gov for synonym: menadione\n", + "Processing PubChem ID: 2749\n", + "Searching ClinicalTrials.gov for common name: Terit\n", + "Searching ClinicalTrials.gov for synonym: Terit\n", + "Searching ClinicalTrials.gov for synonym: HOE 296b\n", + "Searching ClinicalTrials.gov for synonym: CICLOPIROX\n", + "Processing PubChem ID: 667493\n", + "Searching ClinicalTrials.gov for common name: MTU\n", + "Searching ClinicalTrials.gov for synonym: Metacil\n", + "Searching ClinicalTrials.gov for synonym: Thimecil\n", + "Searching ClinicalTrials.gov for synonym: Methacil\n", + "Processing PubChem ID: 4659569\n", + "Searching ClinicalTrials.gov for common name: TCW\n", + "Searching ClinicalTrials.gov for synonym: Tolcapone\n", + "Searching ClinicalTrials.gov for synonym: Tolcapona\n", + "Searching ClinicalTrials.gov for synonym: CCRIS 7904\n", + "Processing PubChem ID: 5509\n", + "Searching ClinicalTrials.gov for common name: TLT\n", + "Searching ClinicalTrials.gov for synonym: tolmetin\n", + "Searching ClinicalTrials.gov for synonym: Tolmetine\n", + "Searching ClinicalTrials.gov for synonym: Tolmetina\n", + "Processing PubChem ID: 2662\n", + "Searching ClinicalTrials.gov for common name: ELYXYB\n", + "Searching ClinicalTrials.gov for synonym: YM177\n", + "Searching ClinicalTrials.gov for synonym: YM 177\n", + "Searching ClinicalTrials.gov for synonym: Celebra\n", + "Processing PubChem ID: 9875462\n", + "Searching ClinicalTrials.gov for common name: DS-15934\n", + "Searching ClinicalTrials.gov for synonym: MFCD01674068\n", + "Processing PubChem ID: 11557040\n", + "Searching ClinicalTrials.gov for common name: Tyverb\n", + "Searching ClinicalTrials.gov for synonym: Tyverb\n", + "Searching ClinicalTrials.gov for synonym: Tycerb\n", + "Searching ClinicalTrials.gov for synonym: GW572016F\n", + "Processing PubChem ID: 46205871\n", + "Searching ClinicalTrials.gov for common name: s7704\n", + "Searching ClinicalTrials.gov for synonym: LYS6K2 tosylate\n", + "Searching ClinicalTrials.gov for synonym: LY2584702 tosylate\n", + "Searching ClinicalTrials.gov for synonym: LY 2584702 tosylate\n", + "Processing PubChem ID: 25022378\n", + "Searching ClinicalTrials.gov for common name: Lixiana\n", + "Searching ClinicalTrials.gov for synonym: Lixiana\n", + "Searching ClinicalTrials.gov for synonym: SAVAYSA\n", + "Searching ClinicalTrials.gov for synonym: 972203R4EW\n", + "Processing PubChem ID: 44241743\n", + "Searching ClinicalTrials.gov for common name: Caplyta\n", + "Searching ClinicalTrials.gov for synonym: ITI007\n", + "Searching ClinicalTrials.gov for synonym: ITI 007\n", + "Searching ClinicalTrials.gov for synonym: JIE88N006O\n", + "Processing PubChem ID: 119369\n", + "Searching ClinicalTrials.gov for common name: Mozavaptan\n", + "Searching ClinicalTrials.gov for synonym: OPC31260\n", + "Searching ClinicalTrials.gov for synonym: Opc 31260\n", + "Searching ClinicalTrials.gov for synonym: Mozavaptan\n", + "Searching ClinicalTrials.gov for IUPAC name: N-[4-[5-(dimethylamino)-2,3,4,5-tetrahydro-1-benzazepine-1-carbonyl]phenyl]-2-methylbenzamide\n", + "Error searching ClinicalTrials.gov for N-[4-[5-(dimethylamino)-2,3,4,5-tetrahydro-1-benzazepine-1-carbonyl]phenyl]-2-methylbenzamide: 400\n", + "Drug name 'N-[4-[5-(dimethylamino)-2,3,4,5-tetrahydro-1-benzazepine-1-carbonyl]phenyl]-2-methylbenzamide' is not valid for the ClinicalTrials.gov API.\n", + "Processing PubChem ID: 82146\n", + "Searching ClinicalTrials.gov for common name: Targret\n", + "Searching ClinicalTrials.gov for synonym: Targret\n", + "Searching ClinicalTrials.gov for synonym: LG 1069\n", + "Searching ClinicalTrials.gov for synonym: LG100069\n", + "Searching ClinicalTrials.gov for IUPAC name: 4-[1-(3,5,5,8,8-pentamethyl-6,7-dihydronaphthalen-2-yl)ethenyl]benzoic acid\n", + "Error searching ClinicalTrials.gov for 4-[1-(3,5,5,8,8-pentamethyl-6,7-dihydronaphthalen-2-yl)ethenyl]benzoic acid: 400\n", + "Drug name '4-[1-(3,5,5,8,8-pentamethyl-6,7-dihydronaphthalen-2-yl)ethenyl]benzoic acid' is not valid for the ClinicalTrials.gov API.\n", + "Processing PubChem ID: 52920501\n", + "Searching ClinicalTrials.gov for common name: UKI\n", + "Searching ClinicalTrials.gov for synonym: HMPL012\n", + "Searching ClinicalTrials.gov for synonym: Sulanda\n", + "Searching ClinicalTrials.gov for synonym: Sulfatinib\n", + "Processing PubChem ID: 135398745\n", + "Searching ClinicalTrials.gov for common name: Midax\n", + "Searching ClinicalTrials.gov for synonym: Olansek\n", + "Searching ClinicalTrials.gov for synonym: Zalasta\n", + "Searching ClinicalTrials.gov for synonym: olanzapine\n", + "Processing PubChem ID: 135151360\n", + "Searching ClinicalTrials.gov for common name: s8843\n", + "Searching ClinicalTrials.gov for synonym: AZD7648\n", + "Processing PubChem ID: 19090\n", + "Searching ClinicalTrials.gov for common name: Chronopil\n", + "Searching ClinicalTrials.gov for synonym: megestrol\n", + "Searching ClinicalTrials.gov for synonym: Chronopil\n", + "Searching ClinicalTrials.gov for synonym: HSDB 3233\n", + "Processing PubChem ID: 12108541\n", + "Searching ClinicalTrials.gov for common name: FO67914\n", + "Searching ClinicalTrials.gov for synonym: MFCD07802816\n", + "Searching ClinicalTrials.gov for synonym: MFCD19705377\n", + "Searching ClinicalTrials.gov for synonym: H 168 68; Prilosec\n", + "Processing PubChem ID: 4594\n", + "Searching ClinicalTrials.gov for common name: OMZ\n", + "Searching ClinicalTrials.gov for synonym: Losec\n", + "Processing PubChem ID: 67517580\n", + "Searching ClinicalTrials.gov for common name: Inrebic\n", + "Searching ClinicalTrials.gov for synonym: UH9J2HBQWJ\n", + "Searching ClinicalTrials.gov for synonym: SAR302503A\n", + "Searching ClinicalTrials.gov for synonym: fedratinib hydrochloride\n", + "Processing PubChem ID: 54677470\n", + "Searching ClinicalTrials.gov for common name: Mobec\n", + "Searching ClinicalTrials.gov for synonym: Mobec\n", + "Searching ClinicalTrials.gov for synonym: Melfax\n", + "Searching ClinicalTrials.gov for synonym: Metacam\n", + "Processing PubChem ID: 1054\n", + "Searching ClinicalTrials.gov for common name: PN\n", + "Processing PubChem ID: 6019\n", + "Searching ClinicalTrials.gov for common name: Pydox\n", + "Searching ClinicalTrials.gov for synonym: Alestrol\n", + "Searching ClinicalTrials.gov for synonym: Hexermin\n", + "Searching ClinicalTrials.gov for synonym: Hexobion\n", + "Searching ClinicalTrials.gov for IUPAC name: 4,5-bis(hydroxymethyl)-2-methylpyridin-3-ol;hydrochloride\n", + "Processing PubChem ID: 28061\n", + "Searching ClinicalTrials.gov for common name: Tiberal\n", + "Searching ClinicalTrials.gov for synonym: Tiberal\n", + "Searching ClinicalTrials.gov for synonym: Madelen\n", + "Searching ClinicalTrials.gov for synonym: Ornidal\n", + "Processing PubChem ID: 135400182\n", + "Searching ClinicalTrials.gov for common name: Tomudex\n", + "Searching ClinicalTrials.gov for synonym: D1694\n", + "Searching ClinicalTrials.gov for synonym: ZD1694\n", + "Searching ClinicalTrials.gov for synonym: Tomudex\n", + "Processing PubChem ID: 138911318\n", + "Searching ClinicalTrials.gov for common name: L7H\n", + "Searching ClinicalTrials.gov for synonym: BI3406\n", + "Searching ClinicalTrials.gov for synonym: MFCD32197204\n", + "Searching ClinicalTrials.gov for synonym: CHEMBL4519023\n", + "Processing PubChem ID: 31307\n", + "Searching ClinicalTrials.gov for common name: Volon\n", + "Processing PubChem ID: 68873\n", + "Searching ClinicalTrials.gov for common name: DRSP\n", + "Searching ClinicalTrials.gov for synonym: DRSP\n", + "Searching ClinicalTrials.gov for synonym: Drospirenone\n", + "Searching ClinicalTrials.gov for synonym: Drospirenona\n", + "Processing PubChem ID: 443872\n", + "Searching ClinicalTrials.gov for common name: YNU\n", + "Searching ClinicalTrials.gov for synonym: Selara\n", + "Searching ClinicalTrials.gov for synonym: Cgp 30083\n", + "Searching ClinicalTrials.gov for synonym: HSDB 7522\n", + "Processing PubChem ID: 9046\n", + "Searching ClinicalTrials.gov for common name: Eston\n", + "Searching ClinicalTrials.gov for synonym: Eston\n", + "Searching ClinicalTrials.gov for synonym: EECPE\n", + "Searching ClinicalTrials.gov for synonym: QUINESTROL\n", + "Processing PubChem ID: 23674502\n", + "Searching ClinicalTrials.gov for common name: G12139\n", + "Searching ClinicalTrials.gov for synonym: NSC 18054\n", + "Searching ClinicalTrials.gov for synonym: MLS000028631\n", + "Searching ClinicalTrials.gov for synonym: potassium estrone sulfate\n", + "Processing PubChem ID: 57363\n", + "Searching ClinicalTrials.gov for common name: Proscar\n", + "Searching ClinicalTrials.gov for synonym: Finastid\n", + "Searching ClinicalTrials.gov for synonym: Prostide\n", + "Searching ClinicalTrials.gov for synonym: Finpecia\n", + "Processing PubChem ID: 104741\n", + "Searching ClinicalTrials.gov for common name: Faslodex\n", + "Processing PubChem ID: 9415\n", + "Searching ClinicalTrials.gov for common name: Crotaline\n", + "Searching ClinicalTrials.gov for synonym: A 6080\n", + "Searching ClinicalTrials.gov for synonym: CCRIS 416\n", + "Searching ClinicalTrials.gov for synonym: HSDB 3513\n", + "Processing PubChem ID: 6364534\n", + "Searching ClinicalTrials.gov for common name: Strophoperm\n", + "Searching ClinicalTrials.gov for synonym: 1K0J875G48\n", + "Searching ClinicalTrials.gov for synonym: Strophoperm\n", + "Searching ClinicalTrials.gov for synonym: Purostrophan\n", + "Processing PubChem ID: 16218542\n", + "Searching ClinicalTrials.gov for common name: D00190\n", + "Searching ClinicalTrials.gov for synonym: RF4N03853G\n", + "Searching ClinicalTrials.gov for synonym: DTXSID50179735\n", + "Searching ClinicalTrials.gov for synonym: Rutin trihydrate\n", + "Processing PubChem ID: 10621\n", + "Searching ClinicalTrials.gov for common name: Ciratin\n", + "Searching ClinicalTrials.gov for synonym: Ciratin\n", + "Searching ClinicalTrials.gov for synonym: Cirantin\n", + "Searching ClinicalTrials.gov for synonym: hesperidin\n", + "Processing PubChem ID: 441207\n", + "Searching ClinicalTrials.gov for common name: Digicor\n", + "Searching ClinicalTrials.gov for synonym: Unidigin\n", + "Searching ClinicalTrials.gov for synonym: digitoxin\n", + "Searching ClinicalTrials.gov for synonym: Carditoxin\n", + "Processing PubChem ID: 443939\n", + "Searching ClinicalTrials.gov for common name: DOX\n", + "Processing PubChem ID: 65348\n", + "Searching ClinicalTrials.gov for common name: Ellence\n", + "Processing PubChem ID: 636362\n", + "Searching ClinicalTrials.gov for common name: DMDR\n", + "Searching ClinicalTrials.gov for synonym: Idamycin\n", + "Searching ClinicalTrials.gov for synonym: 5VV3MDU5IE\n", + "Searching ClinicalTrials.gov for synonym: Idamycin PFS\n", + "Processing PubChem ID: 163659\n", + "Searching ClinicalTrials.gov for common name: Mithracin\n", + "Searching ClinicalTrials.gov for synonym: Mithracin\n", + "Searching ClinicalTrials.gov for synonym: plicamycin\n", + "Searching ClinicalTrials.gov for synonym: Mitramycin\n", + "Processing PubChem ID: 6436173\n", + "Searching ClinicalTrials.gov for common name: Normix\n", + "Searching ClinicalTrials.gov for synonym: Normix\n", + "Searching ClinicalTrials.gov for synonym: Rifacol\n", + "Searching ClinicalTrials.gov for synonym: Rifaximin\n", + "Processing PubChem ID: 54684461\n", + "Searching ClinicalTrials.gov for common name: Adoxa\n", + "Searching ClinicalTrials.gov for synonym: Adoxa\n", + "Searching ClinicalTrials.gov for synonym: Xyrosa\n", + "Searching ClinicalTrials.gov for synonym: Invertin\n", + "Processing PubChem ID: 3000226\n", + "Searching ClinicalTrials.gov for common name: Taksta\n", + "Searching ClinicalTrials.gov for synonym: Taksta\n", + "Searching ClinicalTrials.gov for synonym: Ramycin\n", + "Searching ClinicalTrials.gov for synonym: Fusidine\n", + "Processing PubChem ID: 24788740\n", + "Searching ClinicalTrials.gov for common name: Ipatasertib\n", + "Searching ClinicalTrials.gov for synonym: RG7440\n", + "Searching ClinicalTrials.gov for synonym: GDC0068\n", + "Searching ClinicalTrials.gov for synonym: 524Y3IB4HQ\n", + "Processing PubChem ID: 6279\n", + "Searching ClinicalTrials.gov for common name: Amen\n", + "Searching ClinicalTrials.gov for synonym: Provera\n", + "Searching ClinicalTrials.gov for synonym: Veramix\n", + "Searching ClinicalTrials.gov for synonym: Perlutex\n", + "Processing PubChem ID: 16923\n", + "Searching ClinicalTrials.gov for common name: s6588\n", + "Searching ClinicalTrials.gov for synonym: Methylprednisolone succinate\n", + "Processing PubChem ID: 5743\n", + "Searching ClinicalTrials.gov for common name: Dxms\n", + "Searching ClinicalTrials.gov for synonym: Decaderm\n", + "Searching ClinicalTrials.gov for synonym: Cortisumman\n", + "Searching ClinicalTrials.gov for synonym: Hexadecadrol\n", + "Processing PubChem ID: 3000518\n", + "Searching ClinicalTrials.gov for common name: Alaxin\n", + "Searching ClinicalTrials.gov for synonym: Alaxin\n", + "Searching ClinicalTrials.gov for synonym: DHQHS 2\n", + "Searching ClinicalTrials.gov for synonym: Artenimol\n", + "Processing PubChem ID: 6917864\n", + "Searching ClinicalTrials.gov for common name: Asumax\n", + "Searching ClinicalTrials.gov for synonym: Arsumax\n", + "Searching ClinicalTrials.gov for synonym: Arinate\n", + "Searching ClinicalTrials.gov for synonym: Saphnate\n", + "Processing PubChem ID: 68911\n", + "Searching ClinicalTrials.gov for common name: Gvither\n", + "Searching ClinicalTrials.gov for synonym: Artesaph\n", + "Searching ClinicalTrials.gov for synonym: Falcidol\n", + "Searching ClinicalTrials.gov for synonym: Malartem\n", + "Processing PubChem ID: 5284616\n", + "Searching ClinicalTrials.gov for common name: RPM\n", + "Processing PubChem ID: 6918289\n", + "Searching ClinicalTrials.gov for common name: Torisel\n", + "Processing PubChem ID: 6442177\n", + "Searching ClinicalTrials.gov for common name: RAD\n", + "Processing PubChem ID: 9926791\n", + "Searching ClinicalTrials.gov for common name: Tofacitinib\n", + "Searching ClinicalTrials.gov for synonym: 87LA6FU830\n", + "Searching ClinicalTrials.gov for synonym: Tofacitinib\n", + "Searching ClinicalTrials.gov for synonym: CHEBI:71200\n", + "Processing PubChem ID: 10174505\n", + "Searching ClinicalTrials.gov for common name: Xeljanz\n", + "Searching ClinicalTrials.gov for synonym: Xeljanz\n", + "Searching ClinicalTrials.gov for synonym: Xeljanz Xr\n", + "Searching ClinicalTrials.gov for synonym: O1FF4DIV0D\n", + "Processing PubChem ID: 24775005\n", + "Searching ClinicalTrials.gov for common name: Odomzo\n", + "Searching ClinicalTrials.gov for synonym: LDE 225\n", + "Searching ClinicalTrials.gov for synonym: Odomozo\n", + "Searching ClinicalTrials.gov for synonym: Sonidegib\n", + "Processing PubChem ID: 25262965\n", + "Searching ClinicalTrials.gov for common name: s1555\n", + "Searching ClinicalTrials.gov for synonym: AZD8055\n", + "Searching ClinicalTrials.gov for synonym: AZD 8055\n", + "Searching ClinicalTrials.gov for synonym: 970JJ37FPW\n", + "Processing PubChem ID: 118869362\n", + "Searching ClinicalTrials.gov for common name: s9864\n", + "Searching ClinicalTrials.gov for synonym: 7N13IK9LNH\n", + "Searching ClinicalTrials.gov for synonym: BAY1895344\n", + "Searching ClinicalTrials.gov for synonym: elimusertib\n", + "Processing PubChem ID: 32798\n", + "Searching ClinicalTrials.gov for common name: XRD\n", + "Searching ClinicalTrials.gov for synonym: Yugofin\n", + "Searching ClinicalTrials.gov for synonym: Clobesol\n", + "Searching ClinicalTrials.gov for synonym: Butavate\n", + "Processing PubChem ID: 21800\n", + "Searching ClinicalTrials.gov for common name: Psorion\n", + "Searching ClinicalTrials.gov for synonym: Psorion\n", + "Searching ClinicalTrials.gov for synonym: Maxivate\n", + "Searching ClinicalTrials.gov for synonym: Diprosis\n", + "Processing PubChem ID: 468595\n", + "Searching ClinicalTrials.gov for common name: POS\n", + "Searching ClinicalTrials.gov for synonym: Noxafil\n", + "Searching ClinicalTrials.gov for synonym: SCH56592\n", + "Searching ClinicalTrials.gov for synonym: Sch 56592\n", + "Processing PubChem ID: 16759173\n", + "Searching ClinicalTrials.gov for common name: Vasen\n", + "Searching ClinicalTrials.gov for synonym: CHEBI:8361\n", + "Searching ClinicalTrials.gov for synonym: 3M8608UQ61\n", + "Searching ClinicalTrials.gov for synonym: DTXSID6047525\n", + "Processing PubChem ID: 6321424\n", + "Searching ClinicalTrials.gov for common name: IVM\n", + "Searching ClinicalTrials.gov for synonym: IVERMECTIN\n", + "Searching ClinicalTrials.gov for synonym: Stromectol\n", + "Searching ClinicalTrials.gov for synonym: Ivermectin B1a\n", + "Processing PubChem ID: 60699\n", + "Searching ClinicalTrials.gov for common name: Evotopin\n", + "Searching ClinicalTrials.gov for synonym: Evotopin\n", + "Searching ClinicalTrials.gov for synonym: potactasol\n", + "Searching ClinicalTrials.gov for synonym: Topotecan Hcl\n", + "Processing PubChem ID: 5388983\n", + "Searching ClinicalTrials.gov for common name: EXAL\n", + "Searching ClinicalTrials.gov for synonym: EXAL\n", + "Searching ClinicalTrials.gov for synonym: Velbe\n", + "Searching ClinicalTrials.gov for synonym: Velsar\n", + "Processing PubChem ID: 249332\n", + "Searching ClinicalTrials.gov for common name: Vincrex\n", + "Processing PubChem ID: 9827599\n", + "Searching ClinicalTrials.gov for common name: I0927\n", + "Searching ClinicalTrials.gov for synonym: 2JEC1ITX7R\n", + "Searching ClinicalTrials.gov for synonym: QAB 149AFA\n", + "Searching ClinicalTrials.gov for synonym: CHEBI:68573\n", + "Processing PubChem ID: 67501411\n", + "Searching ClinicalTrials.gov for common name: Jeselhy\n", + "Searching ClinicalTrials.gov for synonym: TAS116\n", + "Searching ClinicalTrials.gov for synonym: Jeselhy\n", + "Searching ClinicalTrials.gov for synonym: Tas 116\n", + "Processing PubChem ID: 60838\n", + "Searching ClinicalTrials.gov for common name: Biotecan\n", + "Searching ClinicalTrials.gov for synonym: Biotecan\n", + "Searching ClinicalTrials.gov for synonym: HSDB 7607\n", + "Searching ClinicalTrials.gov for synonym: irinotecan\n", + "Processing PubChem ID: 74990\n", + "Searching ClinicalTrials.gov for common name: Campto\n", + "Processing PubChem ID: 46926350\n", + "Searching ClinicalTrials.gov for common name: Dinaciclib\n", + "Searching ClinicalTrials.gov for synonym: SCH727965\n", + "Searching ClinicalTrials.gov for synonym: Dinaciclib\n", + "Searching ClinicalTrials.gov for synonym: SCH 727965\n", + "Processing PubChem ID: 4829\n", + "Searching ClinicalTrials.gov for common name: Actos\n", + "Processing PubChem ID: 10461508\n", + "Searching ClinicalTrials.gov for common name: IBI\n", + "Searching ClinicalTrials.gov for synonym: BI6727\n", + "Searching ClinicalTrials.gov for synonym: BI 6727\n", + "Searching ClinicalTrials.gov for synonym: Volasertib\n", + "Processing PubChem ID: 5284373\n", + "Searching ClinicalTrials.gov for common name: CSA\n", + "Processing PubChem ID: 12560\n", + "Searching ClinicalTrials.gov for common name: ERY\n", + "Searching ClinicalTrials.gov for synonym: Emgel\n", + "Searching ClinicalTrials.gov for synonym: Robimycin\n", + "Searching ClinicalTrials.gov for synonym: Abomacetin\n", + "Processing PubChem ID: 3033819\n", + "Searching ClinicalTrials.gov for common name: Odaz\n", + "Searching ClinicalTrials.gov for synonym: Odaz\n", + "Searching ClinicalTrials.gov for synonym: Azitro\n", + "Searching ClinicalTrials.gov for synonym: Azatek\n", + "Processing PubChem ID: 441313\n", + "Searching ClinicalTrials.gov for common name: ACEON\n", + "Searching ClinicalTrials.gov for synonym: ACEON\n", + "Searching ClinicalTrials.gov for synonym: Covapril\n", + "Searching 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"Searching ClinicalTrials.gov for synonym: Fingolimod HCl\n", + "Processing PubChem ID: 21585658\n", + "Searching ClinicalTrials.gov for common name: Dapcin\n", + "Searching ClinicalTrials.gov for synonym: Dapcin\n", + "Searching ClinicalTrials.gov for synonym: Cidecin\n", + "Searching ClinicalTrials.gov for synonym: DAPTOMYCIN\n", + "Processing PubChem ID: 3034010\n", + "Searching ClinicalTrials.gov for common name: THL\n", + "Searching ClinicalTrials.gov for synonym: Xenical\n", + "Searching ClinicalTrials.gov for synonym: orlistat\n", + "Searching ClinicalTrials.gov for synonym: Orlipastat\n", + "Processing PubChem ID: 117965\n", + "Searching ClinicalTrials.gov for common name: Popscaine\n", + "Searching ClinicalTrials.gov for synonym: J998RDZ51I\n", + "Searching ClinicalTrials.gov for synonym: CHEBI:31772\n", + "Searching ClinicalTrials.gov for synonym: DTXSID9046071\n", + "Searching ClinicalTrials.gov for IUPAC name: (2S)-1-butyl-N-(2,6-dimethylphenyl)piperidine-2-carboxamide;hydrochloride\n", + "Processing PubChem ID: 4922\n", + "Searching ClinicalTrials.gov for common name: Xyde\n", + "Searching ClinicalTrials.gov for synonym: Milid\n", + "Searching ClinicalTrials.gov for synonym: Nulsa\n", + "Searching ClinicalTrials.gov for synonym: Midelid\n", + "Processing PubChem ID: 6918111\n", + "Searching ClinicalTrials.gov for common name: Naropin\n", + "Processing PubChem ID: 16004692\n", + "Searching ClinicalTrials.gov for common name: Opsumit\n", + "Searching ClinicalTrials.gov for synonym: Opsumit\n", + "Searching ClinicalTrials.gov for synonym: ACT064992\n", + "Searching ClinicalTrials.gov for synonym: Macitentan\n", + "Processing PubChem ID: 42611257\n", + "Searching ClinicalTrials.gov for common name: Zelboraf\n", + "Searching ClinicalTrials.gov for synonym: RO 5185426\n", + "Searching ClinicalTrials.gov for synonym: 207SMY3FQT\n", + "Searching ClinicalTrials.gov for synonym: Vemurafenib\n", + "Processing PubChem ID: 6314\n", + "Searching ClinicalTrials.gov for common name: Glydo\n", + "Searching ClinicalTrials.gov for synonym: Anestacon\n", + "Processing PubChem ID: 5329102\n", + "Searching ClinicalTrials.gov for common name: Sutent\n", + "Processing PubChem ID: 66068\n", + "Searching ClinicalTrials.gov for common name: Procan\n", + "Searching ClinicalTrials.gov for synonym: Procapan\n", + "Searching ClinicalTrials.gov for synonym: Procan SR\n", + "Searching ClinicalTrials.gov for synonym: Procainamide Hcl\n", + "Processing PubChem ID: 10180\n", + "Searching ClinicalTrials.gov for common name: Lucanthon\n", + "Searching ClinicalTrials.gov for synonym: Lucanthon\n", + "Searching ClinicalTrials.gov for synonym: Lucantona\n", + "Searching ClinicalTrials.gov for synonym: LUCANTHONE\n", + "Processing PubChem ID: 164726578\n", + "Searching ClinicalTrials.gov for common name: Daraxonrasib\n", + "Searching ClinicalTrials.gov for synonym: A1AHB\n", + "Searching ClinicalTrials.gov for synonym: RMC6236\n", + "Searching ClinicalTrials.gov for synonym: B6T47Y2UAP\n", + "Processing PubChem ID: 86705695\n", + "Searching ClinicalTrials.gov for common name: Pemazyre\n", + "Searching ClinicalTrials.gov for synonym: INCB54828\n", + "Searching ClinicalTrials.gov for synonym: Y6BX7BL23K\n", + "Searching ClinicalTrials.gov for synonym: INCB 54828\n", + "Processing PubChem ID: 53235510\n", + "Searching ClinicalTrials.gov for common name: Infigratinib\n", + "Searching ClinicalTrials.gov for synonym: BGJ398\n", + "Searching ClinicalTrials.gov for synonym: BGJ 398\n", + "Searching ClinicalTrials.gov for synonym: A4055ME1VK\n", + "Processing PubChem ID: 53340664\n", + "Searching ClinicalTrials.gov for common name: NG2\n", + "Searching ClinicalTrials.gov for synonym: NG25\n", + "Searching ClinicalTrials.gov for synonym: CHEMBL4125960\n", + "Processing PubChem ID: 46220502\n", + "Searching ClinicalTrials.gov for common name: Verzenio\n", + "Searching ClinicalTrials.gov for synonym: Verzenio\n", + "Searching ClinicalTrials.gov for synonym: Verzenios\n", + "Searching ClinicalTrials.gov for synonym: 60UAB198HK\n", + "Processing PubChem ID: 5311027\n", + "Searching ClinicalTrials.gov for common name: DURYSTA\n", + "Searching ClinicalTrials.gov for synonym: DURYSTA\n", + "Searching ClinicalTrials.gov for synonym: Prostamide\n", + "Searching ClinicalTrials.gov for synonym: QXS94885MZ\n", + "Processing PubChem ID: 6918132\n", + "Searching ClinicalTrials.gov for common name: Cosopt\n", + "Searching ClinicalTrials.gov for synonym: MK 0507\n", + "Searching ClinicalTrials.gov for synonym: QZO5366EW7\n", + "Searching ClinicalTrials.gov for synonym: DTXSID1045530\n", + "Processing PubChem ID: 5381\n", + "Searching ClinicalTrials.gov for common name: Zora\n", + "Searching ClinicalTrials.gov for synonym: Zorac\n", + "Searching ClinicalTrials.gov for synonym: Avage\n", + "Searching ClinicalTrials.gov for synonym: Fabior\n", + "Processing PubChem ID: 9915743\n", + "Searching ClinicalTrials.gov for common name: Neratinib\n", + "Searching ClinicalTrials.gov for synonym: PB 272\n", + "Searching ClinicalTrials.gov for synonym: Neratinib\n", + "Searching ClinicalTrials.gov for synonym: JJH94R3PWB\n", + "Processing PubChem ID: 67307512\n", + "Searching ClinicalTrials.gov for common name: Nerlynx\n", + "Searching ClinicalTrials.gov for synonym: Nerlynx\n", + "Searching ClinicalTrials.gov for synonym: 9RM7XY23ZS\n", + "Searching ClinicalTrials.gov for synonym: Neratinib maleate\n", + "Processing PubChem ID: 9887712\n", + "Searching ClinicalTrials.gov for common name: Forxiga\n", + "Searching ClinicalTrials.gov for synonym: 1ULL0QJ8UC\n", + "Searching ClinicalTrials.gov for synonym: CHEBI:85078\n", + "Searching ClinicalTrials.gov for synonym: Dapagliflozin\n", + "Processing PubChem ID: 24906252\n", + "Searching ClinicalTrials.gov for common name: s5566\n", + "Searching ClinicalTrials.gov for synonym: 887K2391VH\n", + "Searching ClinicalTrials.gov for synonym: CHEBI:85079\n", + "Searching ClinicalTrials.gov for synonym: Dapagliflozin propanediol\n", + "Processing PubChem ID: 24199313\n", + "Searching ClinicalTrials.gov for common name: D78135\n", + "Searching ClinicalTrials.gov for synonym: MA05382\n", + "Searching ClinicalTrials.gov for synonym: BCP08217\n", + "Searching ClinicalTrials.gov for synonym: MMV688978\n", + "Searching ClinicalTrials.gov for IUPAC name: gold(1+);3,4,5-triacetyloxy-6-(acetyloxymethyl)oxane-2-thiolate;triethylphosphane\n", + "Processing PubChem ID: 16124208\n", + "Searching ClinicalTrials.gov for common name: s2718\n", + "Searching ClinicalTrials.gov for synonym: TAK 901\n", + "Searching ClinicalTrials.gov for synonym: DM9UIR23R7\n", + "Processing PubChem ID: 71420\n", + "Searching ClinicalTrials.gov for common name: BLOX\n", + "Searching ClinicalTrials.gov for synonym: Imosec\n", + "Searching ClinicalTrials.gov for synonym: Tebloc\n", + "Searching ClinicalTrials.gov for synonym: Lopemid\n", + "Searching ClinicalTrials.gov for IUPAC name: 4-[4-(4-chlorophenyl)-4-hydroxypiperidin-1-yl]-N,N-dimethyl-2,2-diphenylbutanamide;hydrochloride\n", + "Error searching ClinicalTrials.gov for 4-[4-(4-chlorophenyl)-4-hydroxypiperidin-1-yl]-N,N-dimethyl-2,2-diphenylbutanamide;hydrochloride: 400\n", + "Drug name '4-[4-(4-chlorophenyl)-4-hydroxypiperidin-1-yl]-N,N-dimethyl-2,2-diphenylbutanamide;hydrochloride' is not valid for the ClinicalTrials.gov API.\n", + "Processing PubChem ID: 44631912\n", + "Searching ClinicalTrials.gov for common name: Kisqali\n", + "Searching ClinicalTrials.gov for synonym: LEE011\n", + "Searching ClinicalTrials.gov for synonym: LEE 011\n", + "Searching ClinicalTrials.gov for synonym: LEE011A\n", + "Processing PubChem ID: 2123\n", + "Searching ClinicalTrials.gov for common name: HMM\n", + "Searching ClinicalTrials.gov for synonym: Hemel\n", + "Searching ClinicalTrials.gov for synonym: Hexalen\n", + "Searching ClinicalTrials.gov for synonym: Hexastat\n", + "Processing PubChem ID: 54680690\n", + "Searching ClinicalTrials.gov for common name: DMCT\n", + "Searching ClinicalTrials.gov for synonym: DMCT\n", + "Searching ClinicalTrials.gov for synonym: Ledermycin\n", + "Searching ClinicalTrials.gov for synonym: demeclocycline\n", + "Processing PubChem ID: 10184653\n", + "Searching ClinicalTrials.gov for common name: Tovok\n", + "Searching ClinicalTrials.gov for synonym: Tovok\n", + "Searching ClinicalTrials.gov for synonym: Afatinib\n", + "Searching ClinicalTrials.gov for synonym: Tomtovok\n", + "Processing PubChem ID: 10348973\n", + "Searching ClinicalTrials.gov for common name: Orgovyx\n", + "Searching ClinicalTrials.gov for synonym: Orgovyx\n", + "Searching ClinicalTrials.gov for synonym: Relugolix\n", + "Searching ClinicalTrials.gov for synonym: P76B05O5V6\n", + "Processing PubChem ID: 77995\n", + "Searching ClinicalTrials.gov for common name: Celexa\n", + "Processing PubChem ID: 137319707\n", + "Searching ClinicalTrials.gov for common name: D81089\n", + "Searching ClinicalTrials.gov for synonym: JKD09603\n", + "Searching ClinicalTrials.gov for synonym: MFCD31807629\n", + "Searching ClinicalTrials.gov for synonym: AKOS040758785\n", + "Processing PubChem ID: 162368359\n", + "Searching ClinicalTrials.gov for common name: ameile\n", + "Searching ClinicalTrials.gov for synonym: RZ6I9WX68U\n", + "Searching ClinicalTrials.gov for synonym: EQ143 MESYLATE\n", + "Searching ClinicalTrials.gov for synonym: Almonertinib mesylate\n", + "Processing PubChem ID: 3100\n", + "Searching ClinicalTrials.gov for common name: Nausen\n", + "Searching ClinicalTrials.gov for synonym: Alledryl\n", + "Searching ClinicalTrials.gov for synonym: Dihidral\n", + "Searching ClinicalTrials.gov for synonym: Probedryl\n", + "Processing PubChem ID: 51003603\n", + "Searching ClinicalTrials.gov for common name: ML264\n", + "Searching ClinicalTrials.gov for synonym: ML264\n", + "Searching ClinicalTrials.gov for synonym: MLS003874889\n", + "Searching ClinicalTrials.gov for synonym: C17H21ClN2O4S\n", + "Searching ClinicalTrials.gov for IUPAC name: (E)-3-(3-chlorophenyl)-N-[2-[(1,1-dioxothian-4-yl)-methylamino]-2-oxoethyl]prop-2-enamide\n", + "Error searching ClinicalTrials.gov for (E)-3-(3-chlorophenyl)-N-[2-[(1,1-dioxothian-4-yl)-methylamino]-2-oxoethyl]prop-2-enamide: 400\n", + "Drug name '(E)-3-(3-chlorophenyl)-N-[2-[(1,1-dioxothian-4-yl)-methylamino]-2-oxoethyl]prop-2-enamide' is not valid for the ClinicalTrials.gov API.\n", + "Processing PubChem ID: 126941\n", + "Searching ClinicalTrials.gov for common name: MTX\n", + "Processing PubChem ID: 3045381\n", + "Searching ClinicalTrials.gov for common name: Coralan\n", + "Searching ClinicalTrials.gov for synonym: AMG 998\n", + "Searching ClinicalTrials.gov for synonym: TP19837BZK\n", + "Searching ClinicalTrials.gov for synonym: CHEBI:85969\n", + "Processing PubChem ID: 77999\n", + "Searching ClinicalTrials.gov for common name: RGZ\n", + "Searching ClinicalTrials.gov for synonym: Rezult\n", + "Searching ClinicalTrials.gov for synonym: Gaudil\n", + "Searching ClinicalTrials.gov for synonym: Rosvel\n", + "Processing PubChem ID: 54676228\n", + "Searching ClinicalTrials.gov for common name: BAXO\n", + "Searching ClinicalTrials.gov for synonym: BAXO\n", + "Searching ClinicalTrials.gov for synonym: Roxicam\n", + "Searching ClinicalTrials.gov for synonym: Rosiden\n", + "Searching ClinicalTrials.gov for IUPAC name: 4-hydroxy-2-methyl-1,1-dioxo-N-pyridin-2-yl-1lambda6,2-benzothiazine-3-carboxamide\n", + "Processing PubChem ID: 46208890\n", + "Searching ClinicalTrials.gov for common name: s8721\n", + "Searching ClinicalTrials.gov for synonym: BCP05207\n", + "Searching ClinicalTrials.gov for synonym: CHEMBL4303619\n", + "Searching ClinicalTrials.gov for synonym: SCHEMBL2450218\n", + "Processing PubChem ID: 5327711\n", + "Searching ClinicalTrials.gov for common name: KROKUS\n", + "Searching ClinicalTrials.gov for synonym: KROKUS\n", + "Searching ClinicalTrials.gov for synonym: ABDOSCAN\n", + "Searching ClinicalTrials.gov for synonym: COLLIRON\n", + "Searching ClinicalTrials.gov for IUPAC name: 3-(3-aminophenyl)-4-(1-methylindol-3-yl)pyrrole-2,5-dione\n", + "Processing PubChem ID: 44582816\n", + "Searching ClinicalTrials.gov for common name: s9602\n", + "Searching ClinicalTrials.gov for synonym: 9 ing 41\n", + "Searching ClinicalTrials.gov for synonym: elraglusib\n", + "Searching ClinicalTrials.gov for synonym: ND1SOF0DLU\n", + "Processing PubChem ID: 10288191\n", + "Searching ClinicalTrials.gov for common name: Mektovi\n", + "Searching ClinicalTrials.gov for synonym: MEK162\n", + "Searching ClinicalTrials.gov for synonym: Mektovi\n", + "Searching ClinicalTrials.gov for synonym: 181R97MR71\n", + "Processing PubChem ID: 24963252\n", + "Searching ClinicalTrials.gov for common name: IZG\n", + "Searching ClinicalTrials.gov for synonym: TAK 733\n", + "Processing PubChem ID: 65628\n", + "Searching ClinicalTrials.gov for common name: Bendamustine\n", + "Searching ClinicalTrials.gov for synonym: HSDB 7763\n", + "Searching ClinicalTrials.gov for synonym: 9266D9P3PQ\n", + "Searching ClinicalTrials.gov for synonym: Bendamustine\n", + "Processing PubChem ID: 238053\n", + "Searching ClinicalTrials.gov for common name: B5592\n", + "Searching ClinicalTrials.gov for synonym: NSC42199\n", + "Searching ClinicalTrials.gov for synonym: MLS000737056\n", + "Searching ClinicalTrials.gov for synonym: SMR000394012\n", + "Searching ClinicalTrials.gov for IUPAC name: 3-benzhydryloxy-8-methyl-8-azabicyclo[3.2.1]octane;methanesulfonic acid\n", + "Error searching ClinicalTrials.gov for 3-benzhydryloxy-8-methyl-8-azabicyclo[3.2.1]octane;methanesulfonic acid: 400\n", + "Drug name '3-benzhydryloxy-8-methyl-8-azabicyclo[3.2.1]octane;methanesulfonic acid' is not valid for the ClinicalTrials.gov API.\n", + "Processing PubChem ID: 110635\n", + "Searching ClinicalTrials.gov for common name: CIA\n", + "Searching ClinicalTrials.gov for synonym: ADCIRCA\n", + "Searching ClinicalTrials.gov for synonym: ICOS 351\n", + "Searching ClinicalTrials.gov for synonym: Tadalafil\n", + "Processing PubChem ID: 3081361\n", + "Searching ClinicalTrials.gov for common name: Zactima\n", + "Searching ClinicalTrials.gov for synonym: Vandetanib\n", + "Searching ClinicalTrials.gov for synonym: CHEBI:49960\n", + "Processing PubChem ID: 25166913\n", + "Searching ClinicalTrials.gov for common name: Glasdegib\n", + "Searching ClinicalTrials.gov for synonym: Glasdegib\n", + "Searching ClinicalTrials.gov for synonym: K673DMO5H9\n", + "Searching ClinicalTrials.gov for synonym: PF 04449913\n", + "Processing PubChem ID: 10143\n", + "Searching ClinicalTrials.gov for common name: Luteanin\n", + "Searching ClinicalTrials.gov for synonym: Luteanin\n", + "Searching ClinicalTrials.gov for synonym: Luteanine\n", + "Searching ClinicalTrials.gov for synonym: Artabotrin\n", + "Searching ClinicalTrials.gov for IUPAC name: (6aS)-1,2,10-trimethoxy-6-methyl-5,6,6a,7-tetrahydro-4H-dibenzo[de,g]quinolin-11-ol\n", + "Error searching ClinicalTrials.gov for (6aS)-1,2,10-trimethoxy-6-methyl-5,6,6a,7-tetrahydro-4H-dibenzo[de,g]quinolin-11-ol: 400\n", + "Drug name '(6aS)-1,2,10-trimethoxy-6-methyl-5,6,6a,7-tetrahydro-4H-dibenzo[de,g]quinolin-11-ol' is not valid for the ClinicalTrials.gov API.\n", + "Processing PubChem ID: 275182\n", + "Searching ClinicalTrials.gov for common name: BERBAMINE\n", + "Searching ClinicalTrials.gov for synonym: BERBAMINE\n", + "Searching ClinicalTrials.gov for synonym: Berbenine\n", + "Searching ClinicalTrials.gov for synonym: V5KM4XJ0WM\n", + "Processing PubChem ID: 16217067\n", + "Searching ClinicalTrials.gov for common name: s3609\n", + "Searching ClinicalTrials.gov for synonym: K44OC6U989\n", + "Searching ClinicalTrials.gov for synonym: Berbamine dihydrochloride\n", + "Processing PubChem ID: 10206\n", + "Searching ClinicalTrials.gov for common name: Cepharantin\n", + "Searching ClinicalTrials.gov for synonym: CCRIS 6539\n", + "Searching ClinicalTrials.gov for synonym: NSC 623442\n", + "Searching ClinicalTrials.gov for synonym: Cepharantin\n", + "Processing PubChem ID: 5459308\n", + "Searching ClinicalTrials.gov for common name: Kukoline\n", + "Searching ClinicalTrials.gov for synonym: Kukoline\n", + "Searching ClinicalTrials.gov for synonym: Cucoline\n", + "Searching ClinicalTrials.gov for synonym: Coculine\n", + "Processing PubChem ID: 138611145\n", + "Searching ClinicalTrials.gov for common name: KRAZATI\n", + "Searching ClinicalTrials.gov for synonym: MRTX849\n", + "Searching ClinicalTrials.gov for synonym: KRAZATI\n", + "Searching ClinicalTrials.gov for synonym: Adagrasib\n", + "Processing PubChem ID: 3578572\n", + "Searching ClinicalTrials.gov for common name: EMPM\n", + "Searching ClinicalTrials.gov for synonym: EMPM\n", + "Searching ClinicalTrials.gov for synonym: LB 1\n", + "Searching ClinicalTrials.gov for synonym: CID 3578572\n", + "Processing PubChem ID: 25141092\n", + "Searching ClinicalTrials.gov for common name: YMX\n", + "Searching ClinicalTrials.gov for synonym: RXDX 101\n", + "Searching ClinicalTrials.gov for synonym: Rozlytrek\n", + "Searching ClinicalTrials.gov for synonym: L5ORF0AN1I\n", + "Processing PubChem ID: 10138980\n", + "Searching ClinicalTrials.gov for common name: GR9\n", + "Searching ClinicalTrials.gov for synonym: AZD2858\n", + "Searching ClinicalTrials.gov for synonym: AZD 2858\n", + "Searching ClinicalTrials.gov for synonym: CHEMBL2177161\n", + "Processing PubChem ID: 25145656\n", + "Searching ClinicalTrials.gov for common name: s2788\n", + "Searching ClinicalTrials.gov for synonym: INCB28060\n", + "Searching ClinicalTrials.gov for synonym: capmatinib\n", + "Searching ClinicalTrials.gov for synonym: INCB 28060\n", + "Processing PubChem ID: 24872560\n", + "Searching ClinicalTrials.gov for common name: Erleada\n", + "Searching ClinicalTrials.gov for synonym: ARN509\n", + "Searching ClinicalTrials.gov for synonym: Erleada\n", + "Searching ClinicalTrials.gov for synonym: ARN 509\n", + "Processing PubChem ID: 11167602\n", + "Searching ClinicalTrials.gov for common name: Stivarga\n", + "Searching ClinicalTrials.gov for synonym: 24T2A1DOYB\n", + "Searching ClinicalTrials.gov for synonym: Regorafenib\n", + "Searching ClinicalTrials.gov for synonym: Regorafenibum\n", + "Processing PubChem ID: 5284443\n", + "Searching ClinicalTrials.gov for common name: URI\n", + "Processing PubChem ID: 9931953\n", + "Searching ClinicalTrials.gov for common name: s1098\n", + "Searching ClinicalTrials.gov for synonym: AG014699\n", + "Searching ClinicalTrials.gov for synonym: AG 014699\n", + "Searching ClinicalTrials.gov for synonym: Rucaparib phosphate\n", + "Processing PubChem ID: 60606\n", + "Searching ClinicalTrials.gov for common name: CGE\n", + "Searching ClinicalTrials.gov for synonym: Zyllt\n", + "Searching ClinicalTrials.gov for synonym: Thrombo\n", + "Searching ClinicalTrials.gov for synonym: HSDB 7430\n", + "Processing PubChem ID: 637568\n", + "Searching ClinicalTrials.gov for common name: EOU\n", + "Searching ClinicalTrials.gov for synonym: Panaclar\n", + "Searching ClinicalTrials.gov for synonym: Methyl fumarate\n", + "Searching ClinicalTrials.gov for synonym: Dimethylfumarate\n", + "Processing PubChem ID: 157921\n", + "Searching ClinicalTrials.gov for common name: Metvixia\n", + "Searching ClinicalTrials.gov for synonym: Metvix PDT\n", + "Searching ClinicalTrials.gov for synonym: DTXSID4045630\n", + "Searching ClinicalTrials.gov for synonym: Methyl aminolevulinate HCl\n", + "Processing PubChem ID: 4030\n", + "Searching ClinicalTrials.gov for common name: MBDZ\n", + "Searching ClinicalTrials.gov for synonym: MBDZ\n", + "Searching ClinicalTrials.gov for synonym: Mebutar\n", + "Searching ClinicalTrials.gov for synonym: Vermirax\n", + "Processing PubChem ID: 5282230\n", + "Searching ClinicalTrials.gov for common name: Rizaben\n", + "Searching ClinicalTrials.gov for synonym: MK 341\n", + "Searching ClinicalTrials.gov for synonym: Rizaben\n", + "Searching ClinicalTrials.gov for synonym: tranilast\n", + "Processing PubChem ID: 123631\n", + "Searching ClinicalTrials.gov for common name: IRE\n", + "Searching ClinicalTrials.gov for synonym: Irressat\n", + "Searching ClinicalTrials.gov for synonym: Gefitinib\n", + "Processing PubChem ID: 16735117\n", + "Searching ClinicalTrials.gov for common name: Simotinib\n", + "Searching ClinicalTrials.gov for synonym: AL6802\n", + "Searching ClinicalTrials.gov for synonym: SIM6802\n", + "Searching ClinicalTrials.gov for synonym: AL 6802\n", + "Processing PubChem ID: 66065\n", + "Searching ClinicalTrials.gov for common name: Cuscutin\n", + "Searching ClinicalTrials.gov for synonym: bergenin\n", + "Searching ClinicalTrials.gov for synonym: Bergeninum\n", + "Searching ClinicalTrials.gov for synonym: L84RBE4IDC\n", + "Processing PubChem ID: 445858\n", + "Searching ClinicalTrials.gov for common name: Ferulicacid\n", + "Searching ClinicalTrials.gov for synonym: ferulic acid\n", + "Searching ClinicalTrials.gov for synonym: Coniferic acid\n", + "Processing PubChem ID: 2179\n", + "Searching ClinicalTrials.gov for common name: ASW\n", + "Searching ClinicalTrials.gov for synonym: mAMSA\n", + "Searching ClinicalTrials.gov for synonym: Amsidyl\n", + "Searching ClinicalTrials.gov for synonym: Amekrin\n", + "Processing PubChem ID: 73442\n", + "Searching ClinicalTrials.gov for common name: Fibrauretin\n", + "Searching ClinicalTrials.gov for synonym: ZJ6W8881Z8\n", + "Searching ClinicalTrials.gov for synonym: NSC 209407\n", + "Searching ClinicalTrials.gov for synonym: Fibrauretin\n", + "Searching ClinicalTrials.gov for IUPAC name: 2,3,9,10-tetramethoxy-5,6-dihydroisoquinolino[2,1-b]isoquinolin-7-ium;chloride\n", + "Error searching ClinicalTrials.gov for 2,3,9,10-tetramethoxy-5,6-dihydroisoquinolino[2,1-b]isoquinolin-7-ium;chloride: 400\n", + "Drug name '2,3,9,10-tetramethoxy-5,6-dihydroisoquinolino[2,1-b]isoquinolin-7-ium;chloride' is not valid for the ClinicalTrials.gov API.\n", + "Processing PubChem ID: 155074\n", + "Searching ClinicalTrials.gov for common name: D78345\n", + "Searching ClinicalTrials.gov for synonym: Natural Yellow 18\n", + "Searching ClinicalTrials.gov for synonym: Berberine chloride hydrate\n", + "Searching ClinicalTrials.gov for synonym: Berberine chloride xhydrate\n", + "Processing PubChem ID: 71621331\n", + "Searching ClinicalTrials.gov for common name: Lytgobi\n", + "Searching ClinicalTrials.gov for synonym: TAS120\n", + "Searching ClinicalTrials.gov for synonym: Lytgobi\n", + "Searching ClinicalTrials.gov for synonym: TAS 120\n", + "Processing PubChem ID: 2359994\n", + "Searching ClinicalTrials.gov for common name: iHAP1\n", + "Searching ClinicalTrials.gov for synonym: iHAP1\n", + "Searching ClinicalTrials.gov for synonym: CHEMBL1801816\n", + "Searching ClinicalTrials.gov for synonym: Oprea1_789892\n", + "Searching ClinicalTrials.gov for IUPAC name: (2-chlorophenothiazin-10-yl)-(4-methoxyphenyl)methanone\n", + "Processing PubChem ID: 2194\n", + "Searching ClinicalTrials.gov for common name: Halpen\n", + "Searching ClinicalTrials.gov for synonym: Halpen\n", + "Searching ClinicalTrials.gov for synonym: Felviten\n", + "Searching ClinicalTrials.gov for synonym: Sulfogal\n", + "Processing PubChem ID: 25102846\n", + "Searching ClinicalTrials.gov for common name: Cometriq\n", + "Searching ClinicalTrials.gov for synonym: Cabometyx\n", + "Searching ClinicalTrials.gov for synonym: BMS907351\n", + "Searching ClinicalTrials.gov for synonym: DR7ST46X58\n", + "Processing PubChem ID: 5324346\n", + "Searching ClinicalTrials.gov for common name: FVX\n", + "Searching ClinicalTrials.gov for synonym: O4L1XPO44W\n", + "Searching ClinicalTrials.gov for synonym: CHEBI:5138\n", + "Searching ClinicalTrials.gov for synonym: fluvoxamine\n", + "Processing PubChem ID: 9560989\n", + "Searching ClinicalTrials.gov for common name: Luvox\n", + "Searching ClinicalTrials.gov for synonym: Fevarin\n", + "Searching ClinicalTrials.gov for synonym: Faverin\n", + "Searching ClinicalTrials.gov for synonym: Luvox CR\n", + "Processing PubChem ID: 176870\n", + "Searching ClinicalTrials.gov for common name: Tarceva\n", + "Processing PubChem ID: 117947097\n", + "Searching ClinicalTrials.gov for common name: Welireg\n", + "Searching ClinicalTrials.gov for synonym: PT2977\n", + "Searching ClinicalTrials.gov for synonym: MK6482\n", + "Searching ClinicalTrials.gov for synonym: Welireg\n", + "Processing PubChem ID: 24776445\n", + "Searching ClinicalTrials.gov for common name: VIS\n", + "Searching ClinicalTrials.gov for synonym: GDC0449\n", + "Searching ClinicalTrials.gov for synonym: Erivedge\n", + "Searching ClinicalTrials.gov for synonym: GDC 0449\n", + "Processing PubChem ID: 4495\n", + "Searching ClinicalTrials.gov for common name: NIM\n", + "Searching ClinicalTrials.gov for synonym: Nimed\n", + "Searching ClinicalTrials.gov for synonym: Mesulid\n", + "Searching ClinicalTrials.gov for synonym: Sulidene\n", + "Processing PubChem ID: 5311180\n", + "Searching ClinicalTrials.gov for common name: Futhan\n", + "Searching ClinicalTrials.gov for synonym: Ronastat\n", + "Searching ClinicalTrials.gov for synonym: Nafamstat Mesilate\n", + "Searching ClinicalTrials.gov for synonym: Nafamostat mesylate\n", + "Processing PubChem ID: 2478\n", + "Searching ClinicalTrials.gov for common name: BUS\n", + "Processing PubChem ID: 10114\n", + "Searching ClinicalTrials.gov for common name: CBW\n", + "Searching ClinicalTrials.gov for synonym: Biosone\n", + "Searching ClinicalTrials.gov for synonym: enoxolone\n", + "Searching ClinicalTrials.gov for synonym: Enoxolona\n", + "Processing PubChem ID: 5282451\n", + "Searching ClinicalTrials.gov for common name: Livalo\n", + "Searching ClinicalTrials.gov for synonym: Livalo\n", + "Searching ClinicalTrials.gov for synonym: Flovas\n", + "Searching ClinicalTrials.gov for synonym: IYD54XEG3W\n", + "Processing PubChem ID: 441074\n", + "Searching ClinicalTrials.gov for common name: QDN\n", + "Searching ClinicalTrials.gov for synonym: Pitayine\n", + "Searching ClinicalTrials.gov for synonym: Chinidin\n", + "Searching ClinicalTrials.gov for synonym: quinidine\n", + "Processing PubChem ID: 24997615\n", + "Searching ClinicalTrials.gov for common name: Invokana\n", + "Searching ClinicalTrials.gov for synonym: Invokana\n", + "Searching ClinicalTrials.gov for synonym: CHEBI:73272\n", + "Searching ClinicalTrials.gov for synonym: Canagliflozin hydrate\n", + "Processing PubChem ID: 78357807\n", + "Searching ClinicalTrials.gov for common name: Tagrisso\n", + "Searching ClinicalTrials.gov for synonym: RDL94R2A16\n", + "Searching ClinicalTrials.gov for synonym: CHEBI:90948\n", + "Searching ClinicalTrials.gov for synonym: AZD9291 mesylate\n", + "Processing PubChem ID: 5282164\n", + "Searching ClinicalTrials.gov for common name: OZ\n" + ] + } + ], + "source": [ + "results = extractor.process_multiple_drugs(all_pubchem_ids, max_results_per_drug=500)\n", + "output_files = extractor.save_results_to_csv(results, output_prefix=\"tahoe_drugs\")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "trials_df = pd.read_csv('tahoe_drugs_clinical_trials.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Count the number of conditions in trials for each drug\n", + "condition_counts = trials_df.groupby(['pubchem_id', 'conditions']).size().reset_index()\n", + "condition_counts = condition_counts.pivot(index='conditions', columns='pubchem_id', values=0).fillna(0)\n", + "plt.figure(figsize=(10,15))\n", + "sns.heatmap(condition_counts.loc[condition_counts.sum(1).sort_values(ascending=False)[0:100].index], yticklabels=True)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "376" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(all_pubchem_ids)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Create a more informative plot of trials per drug\n", + "trial_counts = trials_df['pubchem_id'].value_counts().sort_values(ascending=False)\n", + "\n", + "plt.figure(figsize=(10, 6))\n", + "plt.bar(range(len(trial_counts)), trial_counts.values, alpha=0.7)\n", + "plt.xlabel('Drug Rank (by number of trials)', fontsize=12)\n", + "plt.ylabel('Number of Clinical Trials', fontsize=12)\n", + "plt.title('Distribution of Clinical Trials per Drug', fontsize=14)\n", + "plt.grid(axis='y', linestyle='--', alpha=0.7)\n", + "\n", + "# Add text showing total drugs and trials\n", + "plt.text(0.95, 0.95, f'Total Drugs: {len(trial_counts)}\\nTotal Trials: {len(trials_df)}', \n", + " transform=plt.gca().transAxes, ha='right', va='top', \n", + " bbox=dict(boxstyle='round', facecolor='white', alpha=0.8))\n", + "\n", + "# Show the top 5 drugs with most trials\n", + "if len(trial_counts) >= 5:\n", + " top_drugs = trial_counts.head(5)\n", + " top_drug_ids = top_drugs.index.tolist()\n", + " top_drug_names = [drug_metadata.loc[drug_metadata['pubchem_cid_str'] == str(drug_id), 'drug'].values[0] \n", + " if str(drug_id) in drug_metadata['pubchem_cid_str'].values else f\"ID: {drug_id}\" \n", + " for drug_id in top_drug_ids]\n", + " \n", + " plt.text(0.05, 0.95, 'Top 5 drugs by trial count:\\n' + '\\n'.join([f\"{name}: {count}\" for name, count in zip(top_drug_names, top_drugs)]),\n", + " transform=plt.gca().transAxes, ha='left', va='top',\n", + " bbox=dict(boxstyle='round', facecolor='white', alpha=0.8))" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "from drug_trials_extractor import standardize_medical_conditions" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "conditions\n", + "Breast Cancer 1253.0\n", + "Healthy 1021.0\n", + "Prostate Cancer 698.0\n", + "Multiple Myeloma 493.0\n", + "Acute Myeloid Leukemia 485.0\n", + "dtype: float64" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "condition_counts = trials_df.groupby(['pubchem_id', 'conditions']).size().reset_index()\n", + "condition_counts = condition_counts.pivot(index='conditions', columns='pubchem_id', values=0).fillna(0)\n", + "condition_counts_tot = condition_counts.sum(1).sort_values(ascending=False)\n", + "condition_counts_tot = condition_counts_tot[condition_counts_tot >= 3]\n", + "condition_counts_tot.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [], + "source": [ + "std_conditions = standardize_medical_conditions(condition_counts_tot.index.tolist())" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "metadata": {}, + "outputs": [], + "source": [ + "std_conditions.to_csv(\"trial_conditions_standardized.csv\")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "std_conditions = pd.read_csv(\"trial_conditions_standardized.csv\", index_col=0)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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nct_idtitlestatusphaseconditionsinterventionspubchem_iddrug_namestandardized_condition
0NCT04010565Effect of a Black Garlic Extract on Cholestero...COMPLETEDNaNCardiovascular DiseasesAged black garlic extract (DIETARY_SUPPLEMENT)...165411828STERITALCCardiovascular Diseases
1NCT00565266Asthma Clinical Research Network (ACRN) Trial ...COMPLETEDPHASE3Asthmatiotropium bromide (DRUG); salmeterol xinafoat...165411828STERITALCAsthma
2NCT04401579Adaptive COVID-19 Treatment Trial 2 (ACTT-2)COMPLETEDPHASE3COVID-19Placebo (OTHER); Remdesivir (DRUG); Baricitini...165411828STERITALCCOVID-19
3NCT05576038Tryptophan for Impaired AhR Signaling in Celia...RECRUITINGNaNTryptophan Metabolism Alterations; Celiac DiseaseL-Tryptophan (DRUG); Freedom SimpleCap Powder ...165411828STERITALCTryptophan Metabolism Alterations; Celiac Disease
4NCT06744946Thoracoscopic Talc Pleurodesis Versus Bleomyci...COMPLETEDPHASE4Malignant Pleural Effusions (Mpe)- Pleurodesis...thoracoscope (PROCEDURE)165411828STERITALCMalignant Pleural Effusions (Mpe)- Pleurodesis...
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58800NCT03387709UCSD Get Fit, Be Fit StudyCOMPLETEDNaNOverweight and ObesityPistachio-enriched diet (BEHAVIORAL); General ...5282164OZOverweight and Obesity
58801NCT01084109First Bites: Complementary Feeding - A Global ...COMPLETEDPHASE3Complementary Feeding; Infant GrowthLyophilized meat (OTHER); Cereal (OTHER)5282164OZComplementary Feeding; Infant Growth
58802NCT04987307Safety and Efficacy of Efavaleukin Alfa in Par...TERMINATEDPHASE2Ulcerative ColitisEfavaleukin alfa (DRUG); Placebo (DRUG)5282164OZUlcerative Colitis
58803NCT03990909Pilot Study of BCAA on SleepRECRUITINGNaNSleep Disorder; Traumatic Brain InjuryBranched Chain Amino Acids (DIETARY_SUPPLEMENT...5282164OZSleep Disorder; Traumatic Brain Injury
58804NCT04000685The Effects of Different Exercise Approaches i...COMPLETEDNaNChronic Low-back PainYoga exercise program (OTHER); Spinal stabiliz...5282164OZChronic Low-back Pain
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58805 rows × 9 columns

\n", + "
" + ], + "text/plain": [ + " nct_id title \\\n", + "0 NCT04010565 Effect of a Black Garlic Extract on Cholestero... \n", + "1 NCT00565266 Asthma Clinical Research Network (ACRN) Trial ... \n", + "2 NCT04401579 Adaptive COVID-19 Treatment Trial 2 (ACTT-2) \n", + "3 NCT05576038 Tryptophan for Impaired AhR Signaling in Celia... \n", + "4 NCT06744946 Thoracoscopic Talc Pleurodesis Versus Bleomyci... \n", + "... ... ... \n", + "58800 NCT03387709 UCSD Get Fit, Be Fit Study \n", + "58801 NCT01084109 First Bites: Complementary Feeding - A Global ... \n", + "58802 NCT04987307 Safety and Efficacy of Efavaleukin Alfa in Par... \n", + "58803 NCT03990909 Pilot Study of BCAA on Sleep \n", + "58804 NCT04000685 The Effects of Different Exercise Approaches i... \n", + "\n", + " status phase conditions \\\n", + "0 COMPLETED NaN Cardiovascular Diseases \n", + "1 COMPLETED PHASE3 Asthma \n", + "2 COMPLETED PHASE3 COVID-19 \n", + "3 RECRUITING NaN Tryptophan Metabolism Alterations; Celiac Disease \n", + "4 COMPLETED PHASE4 Malignant Pleural Effusions (Mpe)- Pleurodesis... \n", + "... ... ... ... \n", + "58800 COMPLETED NaN Overweight and Obesity \n", + "58801 COMPLETED PHASE3 Complementary Feeding; Infant Growth \n", + "58802 TERMINATED PHASE2 Ulcerative Colitis \n", + "58803 RECRUITING NaN Sleep Disorder; Traumatic Brain Injury \n", + "58804 COMPLETED NaN Chronic Low-back Pain \n", + "\n", + " interventions pubchem_id \\\n", + "0 Aged black garlic extract (DIETARY_SUPPLEMENT)... 165411828 \n", + "1 tiotropium bromide (DRUG); salmeterol xinafoat... 165411828 \n", + "2 Placebo (OTHER); Remdesivir (DRUG); Baricitini... 165411828 \n", + "3 L-Tryptophan (DRUG); Freedom SimpleCap Powder ... 165411828 \n", + "4 thoracoscope (PROCEDURE) 165411828 \n", + "... ... ... \n", + "58800 Pistachio-enriched diet (BEHAVIORAL); General ... 5282164 \n", + "58801 Lyophilized meat (OTHER); Cereal (OTHER) 5282164 \n", + "58802 Efavaleukin alfa (DRUG); Placebo (DRUG) 5282164 \n", + "58803 Branched Chain Amino Acids (DIETARY_SUPPLEMENT... 5282164 \n", + "58804 Yoga exercise program (OTHER); Spinal stabiliz... 5282164 \n", + "\n", + " drug_name standardized_condition \n", + "0 STERITALC Cardiovascular Diseases \n", + "1 STERITALC Asthma \n", + "2 STERITALC COVID-19 \n", + "3 STERITALC Tryptophan Metabolism Alterations; Celiac Disease \n", + "4 STERITALC Malignant Pleural Effusions (Mpe)- Pleurodesis... \n", + "... ... ... \n", + "58800 OZ Overweight and Obesity \n", + "58801 OZ Complementary Feeding; Infant Growth \n", + "58802 OZ Ulcerative Colitis \n", + "58803 OZ Sleep Disorder; Traumatic Brain Injury \n", + "58804 OZ Chronic Low-back Pain \n", + "\n", + "[58805 rows x 9 columns]" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "trials_df['standardized_condition'] = trials_df['conditions'].map(std_conditions.set_index('Original')['Standardized']).fillna(trials_df['conditions'])\n", + "trials_df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array(['Breast Cancer', 'Healthy', 'Prostate Cancer', ...,\n", + " 'Parkinson Disease with Depression',\n", + " 'Left Atrial Appendage Closure',\n", + " 'Parkinsonian Signs in Older Persons'], dtype=object)" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Get unique standardized conditions\n", + "unique_conditions = std_conditions.Standardized.unique()\n", + "\n", + "# Save to a text file to pass to claude\n", + "with open('standardized_conditions.txt', 'w') as f:\n", + " for condition in unique_conditions:\n", + " f.write(f\"{condition}\\n\")" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Bowel: 127 conditions\n", + "Lung: 186 conditions\n", + "Esophagus/Stomach: 62 conditions\n", + "Pancreas: 46 conditions\n", + "Skin: 78 conditions\n", + "Uterus: 26 conditions\n", + "Breast: 159 conditions\n", + "Ovary/Fallopian Tube: 36 conditions\n", + "Cervix: 6 conditions\n", + "CNS/Brain: 108 conditions\n", + "Liver: 86 conditions\n", + "Kidney: 74 conditions\n", + "Peripheral Nervous System: 12 conditions\n", + "Vulva/Vagina: 1 conditions\n", + "Bladder/Urinary Tract: 25 conditions\n", + "\n", + "Total unique conditions: 1032\n", + "\n", + "Number of trials by organ:\n", + "matched_organ\n", + "Lung 4042\n", + "Breast 3421\n", + "CNS/Brain 2803\n", + "Bowel 2268\n", + "Skin 1722\n", + "Kidney 1338\n", + "Liver 1302\n", + "Esophagus/Stomach 757\n", + "Pancreas 742\n", + "Ovary/Fallopian Tube 618\n", + "Bladder/Urinary Tract 344\n", + "Uterus 291\n", + "Peripheral Nervous System 121\n", + "Cervix 107\n", + "Vulva/Vagina 3\n", + "Name: count, dtype: int64\n", + "\n", + "Matched 19879 out of 58805 trials (33.80%)\n", + "\n", + "Organs in the mapping:\n", + "['Bowel', 'Lung', 'Esophagus/Stomach', 'Pancreas', 'Skin', 'Uterus', 'Breast', 'Ovary/Fallopian Tube', 'Cervix', 'CNS/Brain', 'Liver', 'Kidney', 'Peripheral Nervous System', 'Vulva/Vagina', 'Bladder/Urinary Tract']\n" + ] + } + ], + "source": [ + "# Read the organ to conditions mapping file\n", + "import json\n", + "\n", + "# Load the organ to conditions mapping from the JSON file\n", + "with open('organ_to_conditions_mapping.json', 'r') as f:\n", + " organ_to_conditions = json.load(f)\n", + "\n", + "# Display the list of organs\n", + "organ_list = list(organ_to_conditions.keys())\n", + "# Print the length of the list for each organ\n", + "for organ, conditions in organ_to_conditions.items():\n", + " print(f\"{organ}: {len(conditions)} conditions\")\n", + " \n", + "# Total count across all organs\n", + "print(f\"\\nTotal unique conditions: {len(sum(organ_to_conditions.values(), []))}\")\n", + "\n", + "# Create a mapping from condition to organ\n", + "condition_to_organ = {}\n", + "\n", + "# Populate the mapping\n", + "for organ, conditions in organ_to_conditions.items():\n", + " for condition in conditions:\n", + " condition_to_organ[condition] = organ\n", + "\n", + "# Function to find matching organ for a condition\n", + "def find_organ_for_condition(condition):\n", + " # Check for direct match\n", + " if condition in condition_to_organ:\n", + " return condition_to_organ[condition]\n", + " \n", + " # Check if the condition contains any of the known conditions\n", + " for known_condition, organ in condition_to_organ.items():\n", + " if known_condition in condition:\n", + " return organ\n", + " \n", + " # If no match found\n", + " return None\n", + "\n", + "# Apply the function to map conditions to organs\n", + "trials_df['matched_organ'] = trials_df['standardized_condition'].apply(find_organ_for_condition)\n", + "\n", + "# Display the count of trials by organ\n", + "organ_counts = trials_df['matched_organ'].value_counts()\n", + "print(\"\\nNumber of trials by organ:\")\n", + "print(organ_counts)\n", + "\n", + "# Calculate percentage of trials with matched organs\n", + "matched_count = trials_df['matched_organ'].notna().sum()\n", + "total_count = len(trials_df)\n", + "match_percentage = (matched_count / total_count) * 100\n", + "\n", + "print(f\"\\nMatched {matched_count} out of {total_count} trials ({match_percentage:.2f}%)\")\n", + "\n", + "# Display the organs in the mapping\n", + "print(\"\\nOrgans in the mapping:\")\n", + "print(list(organ_to_conditions.keys()))\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array(['Lung', 'Vulva/Vagina', 'Skin', 'Breast', 'Bowel',\n", + " 'Esophagus/Stomach', 'Pancreas', 'Uterus', 'Bladder/Urinary Tract',\n", + " 'CNS/Brain', 'Liver', 'Ovary/Fallopian Tube', 'Cervix',\n", + " 'Peripheral Nervous System', 'Kidney'], dtype=object)" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "cell_line_metadata.Organ.unique()" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [], + "source": [ + "filt_trials_df = trials_df[~trials_df['matched_organ'].isna()]\n", + "\n", + "# filt_trials_df[filt_trials_df.phase]['title'].tolist()\n", + "\n", + "filt_trials_df = filt_trials_df[filt_trials_df.phase != 'Unknown'] # small pilot trials, diagnostic/prognostic trials\n", + "filt_trials_df = filt_trials_df[~filt_trials_df.phase.isna()] # small pilot trials, diagnostic/prognostic trials\n", + "filt_trials_df.to_csv('./data/drug_trials_matched.csv')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Annotate success" + ] + }, + { + "cell_type": "code", + "execution_count": 104, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Number of trials for each drug by organ:\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/emmadann/.local/lib/python3.11/site-packages/pandas/core/internals/blocks.py:393: RuntimeWarning: divide by zero encountered in log10\n", + " result = func(self.values, **kwargs)\n", + "/home/emmadann/.local/lib/python3.11/site-packages/pandas/core/internals/blocks.py:393: RuntimeWarning: divide by zero encountered in log10\n", + " result = func(self.values, **kwargs)\n", + "/home/emmadann/.local/lib/python3.11/site-packages/pandas/core/internals/blocks.py:393: RuntimeWarning: divide by zero encountered in log10\n", + " result = func(self.values, **kwargs)\n", + "/home/emmadann/.local/lib/python3.11/site-packages/pandas/core/internals/blocks.py:393: RuntimeWarning: divide by zero encountered in log10\n", + " result = func(self.values, **kwargs)\n" + ] + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def create_drug_organ_matrix(trials_df, all_drugs=None):\n", + " \"\"\"\n", + " Creates a matrix showing the number of trials for each drug by organ.\n", + " \n", + " Parameters:\n", + " -----------\n", + " trials_df : pandas.DataFrame\n", + " DataFrame containing clinical trial data with 'drug_name' and 'matched_organ' columns\n", + " all_drugs : list, optional\n", + " List of all drug names to include in the matrix, even if they have no trials\n", + " \n", + " Returns:\n", + " --------\n", + " pandas.DataFrame\n", + " A pivot table with drugs as rows, organs as columns, and trial counts as values\n", + " \"\"\"\n", + " # Group by drug_name and matched_organ, then count the number of trials\n", + " drug_organ_counts = trials_df.groupby(['pubchem_id', 'matched_organ']).size().reset_index(name='trial_count')\n", + "\n", + " # Pivot the table to show drugs as rows and organs as columns\n", + " drug_organ_matrix = drug_organ_counts.pivot_table(\n", + " index='pubchem_id', \n", + " columns='matched_organ', \n", + " values='trial_count',\n", + " fill_value=0\n", + " )\n", + "\n", + " # Add a total column\n", + " drug_organ_matrix['Total'] = drug_organ_matrix.sum(axis=1)\n", + "\n", + " # If all_drugs is provided, ensure all drugs are included in the matrix\n", + " if all_drugs is not None:\n", + " # Get the current list of drugs in the matrix\n", + " current_drugs = drug_organ_matrix.index.tolist()\n", + " \n", + " # Find drugs that are missing from the matrix\n", + " missing_drugs = [drug for drug in all_drugs if drug not in current_drugs]\n", + " print(len(missing_drugs))\n", + " # Add missing drugs with zero counts\n", + " for drug in missing_drugs:\n", + " # Create a row of zeros for the drug\n", + " zero_row = pd.Series(0, index=drug_organ_matrix.columns)\n", + " # Add the row to the matrix\n", + " drug_organ_matrix.loc[drug] = zero_row\n", + " \n", + " # Verify that the number of rows matches the expected number of drugs\n", + " if len(drug_organ_matrix) != len(all_drugs):\n", + " print(f\"Warning: Matrix has {len(drug_organ_matrix)} rows but expected {len(all_drugs)} drugs\")\n", + " # Check for duplicates in the index\n", + " duplicates = drug_organ_matrix.index.duplicated(keep=False)\n", + " if any(duplicates):\n", + " print(f\"Found {sum(duplicates)} duplicate drug entries in the matrix\")\n", + "\n", + " # Sort by total number of trials\n", + " drug_organ_matrix = drug_organ_matrix.sort_values('Total', ascending=False)\n", + " \n", + " return drug_organ_matrix\n", + "\n", + "# Create and display the drug-organ matrix\n", + "print(\"Number of trials for each drug by organ:\")\n", + "# Create a figure with subplots for each phase in one row\n", + "fig, axes = plt.subplots(1, 4, figsize=(20, 12))\n", + "phases = ['PHASE1', 'PHASE2', 'PHASE3', 'PHASE4']\n", + "# Get all drug names and organs to ensure consistent ordering across all heatmaps\n", + "all_drugs = sorted(filt_trials_df['drug_name'].unique())\n", + "all_organs = sorted(filt_trials_df['matched_organ'].unique())\n", + "\n", + "# Plot heatmap for each phase\n", + "for i, phase in enumerate(phases):\n", + " phase_df = filt_trials_df[filt_trials_df.phase == phase]\n", + " drug_organ_matrix = create_drug_organ_matrix(phase_df)\n", + " \n", + " # Add log transformation to better visualize zeros and small values\n", + " # Add a small constant (1) before log to handle zeros\n", + " log_matrix = np.log10(drug_organ_matrix.drop(columns=['Total']))\n", + " \n", + " # Plot the heatmap on the corresponding subplot\n", + " sns.heatmap(log_matrix, \n", + " ax=axes[i], \n", + " cmap='viridis', \n", + " cbar_kws={'label': 'Log(Number of trials)'})\n", + " \n", + " axes[i].set_title(f'Phase {i+1} Clinical Trials by Drug and Organ (Log Scale)')\n", + " axes[i].set_ylabel('Drug Name')\n", + " axes[i].set_xlabel('Organ')\n", + " \n", + " # Rotate x-axis labels for better readability\n", + " plt.setp(axes[i].get_xticklabels(), rotation=45, ha='right')\n", + " \n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 95, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "376" + ] + }, + "execution_count": 95, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(all_pubchem_ids)" + ] + }, + { + "cell_type": "code", + "execution_count": 109, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 119, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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nct_idtitlestatusphaseconditionsinterventionspubchem_iddrug_namestandardized_conditionmatched_organ
0NCT04010565Effect of a Black Garlic Extract on Cholestero...COMPLETEDNaNCardiovascular DiseasesAged black garlic extract (DIETARY_SUPPLEMENT)...165411828STERITALCCardiovascular DiseasesNone
1NCT00565266Asthma Clinical Research Network (ACRN) Trial ...COMPLETEDPHASE3Asthmatiotropium bromide (DRUG); salmeterol xinafoat...165411828STERITALCAsthmaLung
2NCT04401579Adaptive COVID-19 Treatment Trial 2 (ACTT-2)COMPLETEDPHASE3COVID-19Placebo (OTHER); Remdesivir (DRUG); Baricitini...165411828STERITALCCOVID-19None
3NCT05576038Tryptophan for Impaired AhR Signaling in Celia...RECRUITINGNaNTryptophan Metabolism Alterations; Celiac DiseaseL-Tryptophan (DRUG); Freedom SimpleCap Powder ...165411828STERITALCTryptophan Metabolism Alterations; Celiac DiseaseNone
4NCT06744946Thoracoscopic Talc Pleurodesis Versus Bleomyci...COMPLETEDPHASE4Malignant Pleural Effusions (Mpe)- Pleurodesis...thoracoscope (PROCEDURE)165411828STERITALCMalignant Pleural Effusions (Mpe)- Pleurodesis...Lung
.................................
58800NCT03387709UCSD Get Fit, Be Fit StudyCOMPLETEDNaNOverweight and ObesityPistachio-enriched diet (BEHAVIORAL); General ...5282164OZOverweight and ObesityNone
58801NCT01084109First Bites: Complementary Feeding - A Global ...COMPLETEDPHASE3Complementary Feeding; Infant GrowthLyophilized meat (OTHER); Cereal (OTHER)5282164OZComplementary Feeding; Infant GrowthNone
58802NCT04987307Safety and Efficacy of Efavaleukin Alfa in Par...TERMINATEDPHASE2Ulcerative ColitisEfavaleukin alfa (DRUG); Placebo (DRUG)5282164OZUlcerative ColitisBowel
58803NCT03990909Pilot Study of BCAA on SleepRECRUITINGNaNSleep Disorder; Traumatic Brain InjuryBranched Chain Amino Acids (DIETARY_SUPPLEMENT...5282164OZSleep Disorder; Traumatic Brain InjuryCNS/Brain
58804NCT04000685The Effects of Different Exercise Approaches i...COMPLETEDNaNChronic Low-back PainYoga exercise program (OTHER); Spinal stabiliz...5282164OZChronic Low-back PainNone
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58805 rows × 10 columns

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nct_idtitlestatusphaseconditionsinterventionspubchem_iddrug_namestandardized_conditionmatched_organ
0NCT04010565Effect of a Black Garlic Extract on Cholestero...COMPLETEDNaNCardiovascular DiseasesAged black garlic extract (DIETARY_SUPPLEMENT)...165411828STERITALCCardiovascular DiseasesNone
1NCT00565266Asthma Clinical Research Network (ACRN) Trial ...COMPLETEDPHASE3Asthmatiotropium bromide (DRUG); salmeterol xinafoat...165411828STERITALCAsthmaLung
2NCT04401579Adaptive COVID-19 Treatment Trial 2 (ACTT-2)COMPLETEDPHASE3COVID-19Placebo (OTHER); Remdesivir (DRUG); Baricitini...165411828STERITALCCOVID-19None
3NCT05576038Tryptophan for Impaired AhR Signaling in Celia...RECRUITINGNaNTryptophan Metabolism Alterations; Celiac DiseaseL-Tryptophan (DRUG); Freedom SimpleCap Powder ...165411828STERITALCTryptophan Metabolism Alterations; Celiac DiseaseNone
4NCT06744946Thoracoscopic Talc Pleurodesis Versus Bleomyci...COMPLETEDPHASE4Malignant Pleural Effusions (Mpe)- Pleurodesis...thoracoscope (PROCEDURE)165411828STERITALCMalignant Pleural Effusions (Mpe)- Pleurodesis...Lung
.................................
58800NCT03387709UCSD Get Fit, Be Fit StudyCOMPLETEDNaNOverweight and ObesityPistachio-enriched diet (BEHAVIORAL); General ...5282164OZOverweight and ObesityNone
58801NCT01084109First Bites: Complementary Feeding - A Global ...COMPLETEDPHASE3Complementary Feeding; Infant GrowthLyophilized meat (OTHER); Cereal (OTHER)5282164OZComplementary Feeding; Infant GrowthNone
58802NCT04987307Safety and Efficacy of Efavaleukin Alfa in Par...TERMINATEDPHASE2Ulcerative ColitisEfavaleukin alfa (DRUG); Placebo (DRUG)5282164OZUlcerative ColitisBowel
58803NCT03990909Pilot Study of BCAA on SleepRECRUITINGNaNSleep Disorder; Traumatic Brain InjuryBranched Chain Amino Acids (DIETARY_SUPPLEMENT...5282164OZSleep Disorder; Traumatic Brain InjuryCNS/Brain
58804NCT04000685The Effects of Different Exercise Approaches i...COMPLETEDNaNChronic Low-back PainYoga exercise program (OTHER); Spinal stabiliz...5282164OZChronic Low-back PainNone
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58805 rows × 10 columns

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matched_organBladder/Urinary TractBowelBreastCNS/BrainCervixEsophagus/StomachKidneyLiverLungOvary/Fallopian TubePancreasPeripheral Nervous SystemSkinUterusTotal
pubchem_id
52810040.06.00.00.00.03.01.00.072.00.00.00.00.00.082.0
169230.03.00.07.00.00.012.04.011.00.00.00.02.00.039.0
52843730.02.00.00.00.01.023.04.01.00.00.00.03.00.034.0
1079690.00.00.031.00.00.00.00.00.00.00.00.00.00.031.0
249062520.00.01.01.00.00.024.03.00.00.00.00.00.00.029.0
................................................
115955770.00.00.00.00.00.00.00.00.00.00.00.00.00.00.0
119574810.00.00.00.00.00.00.00.00.00.00.00.00.00.00.0
721720.00.00.00.00.00.00.00.00.00.00.00.00.00.00.0
160520110.00.00.00.00.00.00.00.00.00.00.00.00.00.00.0
52821640.00.00.00.00.00.00.00.00.00.00.00.00.00.00.0
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544 rows × 15 columns

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" + ], + "text/plain": [ + "matched_organ Bladder/Urinary Tract Bowel Breast CNS/Brain Cervix \\\n", + "pubchem_id \n", + "5281004 0.0 6.0 0.0 0.0 0.0 \n", + "16923 0.0 3.0 0.0 7.0 0.0 \n", + "5284373 0.0 2.0 0.0 0.0 0.0 \n", + "107969 0.0 0.0 0.0 31.0 0.0 \n", + "24906252 0.0 0.0 1.0 1.0 0.0 \n", + "... ... ... ... ... ... \n", + "11595577 0.0 0.0 0.0 0.0 0.0 \n", + "11957481 0.0 0.0 0.0 0.0 0.0 \n", + "72172 0.0 0.0 0.0 0.0 0.0 \n", + "16052011 0.0 0.0 0.0 0.0 0.0 \n", + "5282164 0.0 0.0 0.0 0.0 0.0 \n", + "\n", + "matched_organ Esophagus/Stomach Kidney Liver Lung Ovary/Fallopian Tube \\\n", + "pubchem_id \n", + "5281004 3.0 1.0 0.0 72.0 0.0 \n", + "16923 0.0 12.0 4.0 11.0 0.0 \n", + "5284373 1.0 23.0 4.0 1.0 0.0 \n", + "107969 0.0 0.0 0.0 0.0 0.0 \n", + "24906252 0.0 24.0 3.0 0.0 0.0 \n", + "... ... ... ... ... ... \n", + "11595577 0.0 0.0 0.0 0.0 0.0 \n", + "11957481 0.0 0.0 0.0 0.0 0.0 \n", + "72172 0.0 0.0 0.0 0.0 0.0 \n", + "16052011 0.0 0.0 0.0 0.0 0.0 \n", + "5282164 0.0 0.0 0.0 0.0 0.0 \n", + "\n", + "matched_organ Pancreas Peripheral Nervous System Skin Uterus Total \n", + "pubchem_id \n", + "5281004 0.0 0.0 0.0 0.0 82.0 \n", + "16923 0.0 0.0 2.0 0.0 39.0 \n", + "5284373 0.0 0.0 3.0 0.0 34.0 \n", + "107969 0.0 0.0 0.0 0.0 31.0 \n", + "24906252 0.0 0.0 0.0 0.0 29.0 \n", + "... ... ... ... ... ... \n", + "11595577 0.0 0.0 0.0 0.0 0.0 \n", + "11957481 0.0 0.0 0.0 0.0 0.0 \n", + "72172 0.0 0.0 0.0 0.0 0.0 \n", + "16052011 0.0 0.0 0.0 0.0 0.0 \n", + "5282164 0.0 0.0 0.0 0.0 0.0 \n", + "\n", + "[544 rows x 15 columns]" + ] + }, + "execution_count": 110, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "create_drug_organ_matrix(phase_df, all_drugs=all_pubchem_ids)" + ] + }, + { + "cell_type": "code", + "execution_count": 122, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "208\n", + "98\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_1330122/3104882216.py:6: FutureWarning: DataFrame.applymap has been deprecated. Use DataFrame.map instead.\n", + " success_df = success_df.applymap(lambda x: 1 if x > 0 else 0)\n", + "/tmp/ipykernel_1330122/3104882216.py:11: FutureWarning: DataFrame.applymap has been deprecated. Use DataFrame.map instead.\n", + " tested_df = tested_df.applymap(lambda x: 1 if x > 0 else 0)\n" + ] + } + ], + "source": [ + "filt_trials_df['pubchem_id'] = filt_trials_df.pubchem_id.astype(str)\n", + "phase_df = filt_trials_df[filt_trials_df.phase == 'PHASE4']\n", + "\n", + "# Is the drug approved for any condition affecting the organ\n", + "success_df = create_drug_organ_matrix(phase_df, all_drugs=all_pubchem_ids).drop('Total', axis=1)\n", + "success_df = success_df.applymap(lambda x: 1 if x > 0 else 0)\n", + "success_df\n", + "\n", + "# Has the drug ever been tested for a condition affecting the organ\n", + "tested_df = create_drug_organ_matrix(filt_trials_df, all_drugs=all_pubchem_ids).drop('Total', axis=1)\n", + "tested_df = tested_df.applymap(lambda x: 1 if x > 0 else 0)" + ] + }, + { + "cell_type": "code", + "execution_count": 129, + "metadata": {}, + "outputs": [], + "source": [ + "tested_df.to_csv('./data/drugs_organs_tested.csv')\n", + "success_df.loc[tested_df.index].to_csv('./data/drugs_organs_approved.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 130, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Create a figure with 2 subplots in 1 row, 2 columns\n", + "fig, axes = plt.subplots(1, 2, figsize=(12, 8))\n", + "\n", + "# Plot the tested drugs heatmap in the first subplot\n", + "sns.heatmap(tested_df, ax=axes[0], cmap='viridis')\n", + "axes[0].set_title('Drugs Tested for Conditions Affecting Organs')\n", + "axes[0].set_ylabel('Drug Name')\n", + "axes[0].set_xlabel('Organ')\n", + "\n", + "# Plot the successful drugs heatmap in the second subplot\n", + "sns.heatmap(success_df, ax=axes[1], cmap='viridis')\n", + "axes[1].set_title('Drugs Approved for Conditions Affecting Organs')\n", + "axes[1].set_ylabel('Drug Name')\n", + "axes[1].set_xlabel('Organ')\n", + "\n", + "# Adjust layout and display\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## To check one entry" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Examining study structure for PubChem ID: 165411828\n", + "Using drug name: STERITALC\n", + "\n", + "Study ID:\n", + "NCT04010565\n", + "\n", + "Phase Module Structure:\n", + "{}\n", + "\n", + "Full Protocol Section Structure (keys only):\n", + "identificationModule\n", + " nctId\n", + " orgStudyIdInfo\n", + " id\n", + " organization\n", + " fullName\n", + " class\n", + " briefTitle\n", + " officialTitle\n", + " acronym\n", + "statusModule\n", + " statusVerifiedDate\n", + " overallStatus\n", + " expandedAccessInfo\n", + " hasExpandedAccess\n", + " startDateStruct\n", + " date\n", + " type\n", + " primaryCompletionDateStruct\n", + " date\n", + " type\n", + " completionDateStruct\n", + " date\n", + " type\n", + " studyFirstSubmitDate\n", + " studyFirstSubmitQcDate\n", + " studyFirstPostDateStruct\n", + " date\n", + " type\n", + " lastUpdateSubmitDate\n", + " lastUpdatePostDateStruct\n", + " date\n", + " type\n", + "sponsorCollaboratorsModule\n", + " responsibleParty\n", + " type\n", + " leadSponsor\n", + " name\n", + " class\n", + " collaborators\n", + " [list with 4 items]\n", + " name\n", + " class\n", + "oversightModule\n", + " isFdaRegulatedDrug\n", + " isFdaRegulatedDevice\n", + "descriptionModule\n", + " briefSummary\n", + " detailedDescription\n", + "conditionsModule\n", + " conditions\n", + " [list with 1 items]\n", + " keywords\n", + " [list with 3 items]\n", + "designModule\n", + " studyType\n", + " phases\n", + " [list with 1 items]\n", + " designInfo\n", + " allocation\n", + " interventionModel\n", + " primaryPurpose\n", + " maskingInfo\n", + " masking\n", + " maskingDescription\n", + " whoMasked\n", + " [list with 4 items]\n", + " enrollmentInfo\n", + " count\n", + " type\n", + "armsInterventionsModule\n", + " armGroups\n", + " [list with 2 items]\n", + " label\n", + " type\n", + " description\n", + " interventionNames\n", + " [list with 1 items]\n", + " interventions\n", + " [list with 2 items]\n", + " type\n", + " name\n", + " description\n", + " armGroupLabels\n", + " [list with 1 items]\n", + "outcomesModule\n", + " primaryOutcomes\n", + " [list with 1 items]\n", + " measure\n", + " description\n", + " timeFrame\n", + " secondaryOutcomes\n", + " [list with 8 items]\n", + " measure\n", + " description\n", + " timeFrame\n", + "eligibilityModule\n", + " eligibilityCriteria\n", + " healthyVolunteers\n", + " sex\n", + " minimumAge\n", + " stdAges\n", + " [list with 2 items]\n", + "contactsLocationsModule\n", + " overallOfficials\n", + " [list with 1 items]\n", + " name\n", + " affiliation\n", + " role\n", + " locations\n", + " [list with 1 items]\n", + " facility\n", + " city\n", + " state\n", + " zip\n", + " country\n", + " geoPoint\n", + " lat\n", + " lon\n", + "referencesModule\n", + " seeAlsoLinks\n", + " [list with 1 items]\n", + " label\n", + " url\n", + "ipdSharingStatementModule\n", + " ipdSharing\n", + "\n", + "Full structure saved to study_structure_165411828.json\n" + ] + } + ], + "source": [ + "import requests\n", + "import json\n", + "import time\n", + "\n", + "def examine_study_structure(pubchem_id):\n", + " \"\"\"\n", + " Examine the full field structure for clinical trials related to a drug with given PubChem ID\n", + " \"\"\"\n", + " print(f\"Examining study structure for PubChem ID: {pubchem_id}\")\n", + " \n", + " # Get drug name from PubChem\n", + " pubchem_base_url = \"https://pubchem.ncbi.nlm.nih.gov/rest/pug\"\n", + " synonyms_url = f\"{pubchem_base_url}/compound/cid/{pubchem_id}/synonyms/JSON\"\n", + " \n", + " try:\n", + " synonyms_response = requests.get(synonyms_url)\n", + " if synonyms_response.status_code != 200:\n", + " print(f\"Error retrieving synonyms: {synonyms_response.status_code}\")\n", + " return\n", + " \n", + " synonyms_data = synonyms_response.json()\n", + " synonyms = synonyms_data.get(\"InformationList\", {}).get(\"Information\", [{}])[0].get(\"Synonym\", [])\n", + " \n", + " # Try to find a short, drug-like name\n", + " drug_name = None\n", + " for syn in sorted(synonyms, key=len):\n", + " if 3 < len(syn) < 20 and syn[0].isupper() and syn.isalpha():\n", + " drug_name = syn\n", + " break\n", + " \n", + " if not drug_name and synonyms:\n", + " drug_name = synonyms[0]\n", + " \n", + " print(f\"Using drug name: {drug_name}\")\n", + " \n", + " # Search clinical trials\n", + " clinicaltrials_api_url = \"https://clinicaltrials.gov/api/v2/studies\"\n", + " params = {\n", + " \"query.term\": drug_name,\n", + " \"pageSize\": 1 # Just get one study to examine structure\n", + " }\n", + " \n", + " response = requests.get(clinicaltrials_api_url, params=params)\n", + " \n", + " if response.status_code != 200:\n", + " print(f\"Error searching ClinicalTrials.gov: {response.status_code}\")\n", + " return\n", + " \n", + " data = response.json()\n", + " studies = data.get(\"studies\", [])\n", + " \n", + " if not studies:\n", + " print(\"No studies found\")\n", + " return\n", + " \n", + " # Print the structure of the first study\n", + " study = studies[0]\n", + " \n", + " # Print key paths\n", + " protocol = study.get(\"protocolSection\", {})\n", + " \n", + " print(\"\\nStudy ID:\")\n", + " print(protocol.get(\"identificationModule\", {}).get(\"nctId\", \"Not found\"))\n", + " \n", + " print(\"\\nPhase Module Structure:\")\n", + " print(json.dumps(protocol.get(\"phaseModule\", {}), indent=2))\n", + " \n", + " print(\"\\nFull Protocol Section Structure (keys only):\")\n", + " print_nested_keys(protocol)\n", + " \n", + " # Optionally dump the full structure to a file for detailed examination\n", + " with open(f\"study_structure_{pubchem_id}.json\", \"w\") as f:\n", + " json.dump(study, f, indent=2)\n", + " print(f\"\\nFull structure saved to study_structure_{pubchem_id}.json\")\n", + " \n", + " except Exception as e:\n", + " print(f\"Error examining study structure: {e}\")\n", + " \n", + "def print_nested_keys(obj, prefix=\"\"):\n", + " \"\"\"Print the keys of a nested dictionary with indentation\"\"\"\n", + " if isinstance(obj, dict):\n", + " for key in obj.keys():\n", + " print(f\"{prefix}{key}\")\n", + " if isinstance(obj[key], (dict, list)) and obj[key]:\n", + " print_nested_keys(obj[key], prefix + \" \")\n", + " elif isinstance(obj, list) and obj:\n", + " print(f\"{prefix}[list with {len(obj)} items]\")\n", + " if len(obj) > 0 and isinstance(obj[0], dict):\n", + " print_nested_keys(obj[0], prefix + \" \")\n", + "\n", + "# Example usage\n", + "pubchem_id = \"165411828\" # Ixazomib\n", + "examine_study_structure(pubchem_id)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "rapids_singlecell", + "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": "3.11.10" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +}