diff --git "a/dimensionality_reduction.ipynb" "b/dimensionality_reduction.ipynb"
new file mode 100644--- /dev/null
+++ "b/dimensionality_reduction.ipynb"
@@ -0,0 +1,26469 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 24,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import json\n",
+ "import pandas as pd\n",
+ "from sklearn.manifold import TSNE\n",
+ "import matplotlib.pyplot as plt\n",
+ "from adjustText import adjust_text\n",
+ "import umap\n",
+ "import plotly.express as px\n",
+ "from sklearn.decomposition import PCA"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "with open('/Users/onature/Downloads/interactions.json') as f:\n",
+ " drug_interactions = json.load(f)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "drugs = set(i for i in drug_interactions.keys())\n",
+ "for j in drug_interactions.values():\n",
+ " drugs.update(j)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "\n",
+ "adjacency_matrix = pd.DataFrame(0, index= drugs, columns= drugs)#an empty data frame with drugs as index and columns\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "for drug, interacting_drugs in drug_interactions.items():\n",
+ " for i in interacting_drugs:\n",
+ " adjacency_matrix.at[drug, i] = 1\n",
+ " adjacency_matrix.at[i, drug] = 1\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "umapreducer = umap.UMAP(random_state=42, n_jobs=-1)\n",
+ "fittedumap = umapreducer.fit_transform(adjacency_matrix)\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 22,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "application/vnd.plotly.v1+json": {
+ "config": {
+ "plotlyServerURL": "https://plot.ly"
+ },
+ "data": [
+ {
+ "hovertemplate": "%{hovertext}
UMAP Component 1=%{x}
UMAP Component 2=%{y}",
+ "hovertext": [
+ "Dapoxetine",
+ "Baloxavir marboxil",
+ "Suloctidil",
+ "Epirubicin",
+ "Eszopiclone",
+ "Acetylsalicylic acid",
+ "Vinblastine",
+ "Metampicillin",
+ "Iopentol",
+ "Parecoxib",
+ "Alverine",
+ "Dicoumarol",
+ "Magnesium citrate",
+ "Esatenolol",
+ "Norepinephrine",
+ "Selinexor",
+ "Naftazone",
+ "Ethinylestradiol",
+ "Clofibrate",
+ "Dexmedetomidine",
+ "Suxibuzone",
+ "Levomilnacipran",
+ "Nepafenac",
+ "Phenindione",
+ "Lemborexant",
+ "Nifedipine",
+ "Primidone",
+ "Glycine",
+ "Panobinostat",
+ "Milrinone",
+ "Acetylcholine",
+ "Carboprost tromethamine",
+ "Niacin",
+ "Riociguat",
+ "Emedastine",
+ "Tiludronic acid",
+ "Chloroxylenol",
+ "Azelastine",
+ "Cefapirin",
+ "Chloroprocaine",
+ "Morniflumate",
+ "Baclofen",
+ "Butenafine",
+ "Verteporfin",
+ "Potassium bicarbonate",
+ "Pilocarpine",
+ "Dasatinib",
+ "Pramiracetam",
+ "Nicotine",
+ "Sulconazole",
+ "Clobazam",
+ "Diloxanide",
+ "Venetoclax",
+ "Methantheline",
+ "Esketamine",
+ "Hydroxychloroquine",
+ "Fentanyl",
+ "Ornidazole",
+ "Piromidic acid",
+ "Ergometrine",
+ "Eribulin",
+ "Bucladesine",
+ "Oxycodone",
+ "Dexpanthenol",
+ "Amphotericin B",
+ "Norgestrel",
+ "Desonide",
+ "Ioglicic acid",
+ "Norethisterone",
+ "Barbital",
+ "Propenidazole",
+ "Piperazine",
+ "Otilonium",
+ "Fluperolone",
+ "Doxylamine",
+ "Iodocholesterol (131I)",
+ "Ethyl biscoumacetate",
+ "Gefitinib",
+ "Thiocolchicoside",
+ "Ciprofloxacin",
+ "Chenodeoxycholic acid",
+ "Ethacridine",
+ "Fludrocortisone",
+ "Tetraferric tricitrate decahydrate",
+ "Etifoxine",
+ "Cefonicid",
+ "Remimazolam",
+ "Promethazine",
+ "Tetracaine",
+ "Oxyquinoline",
+ "Capecitabine",
+ "Fesoterodine",
+ "Tenoxicam",
+ "Sulfaguanidine",
+ "Benzyl alcohol",
+ "Azlocillin",
+ "Beclomethasone dipropionate",
+ "Trazodone",
+ "Rasagiline",
+ "Xipamide",
+ "Metahexamide",
+ "Dichlorobenzyl alcohol",
+ "Rifamycin",
+ "Ethionamide",
+ "Raloxifene",
+ "Ezogabine",
+ "Lasmiditan",
+ "Rabeprazole",
+ "Levamisole",
+ "Fenyramidol",
+ "Elexacaftor",
+ "Bromhexine",
+ "Sarecycline",
+ "Fedratinib",
+ "Metoprolol",
+ "Benzilone",
+ "Sequifenadine",
+ "Cyclobutyrol",
+ "Talazoparib",
+ "Cefotaxime",
+ "Etoposide",
+ "Fusidic acid",
+ "Magnesium orotate",
+ "Valnoctamide",
+ "Grepafloxacin",
+ "Mefloquine",
+ "Epicillin",
+ "Dextromoramide",
+ "Acalabrutinib",
+ "Amcinonide",
+ "Acipimox",
+ "Pemigatinib",
+ "Glipizide",
+ "Trimipramine",
+ "Technetium Tc-99m oxidronate",
+ "Benzthiazide",
+ "Cabergoline",
+ "Ripretinib",
+ "Benznidazole",
+ "Rofecoxib",
+ "Bictegravir",
+ "Etamsylate",
+ "Ticagrelor",
+ "Cromoglicic acid",
+ "Lacosamide",
+ "Melphalan flufenamide",
+ "Chlorotrianisene",
+ "Hydroquinone",
+ "Estrone",
+ "Clopidogrel",
+ "Glasdegib",
+ "Acetyldihydrocodeine",
+ "Lisdexamfetamine",
+ "Pyrazinamide",
+ "Epanolol",
+ "Cisapride",
+ "Vecuronium",
+ "Epomediol",
+ "Indinavir",
+ "Colchicine",
+ "Hydroxyethylpromethazine",
+ "Toloxatone",
+ "Benidipine",
+ "Iobenzamic acid",
+ "Tibezonium iodide",
+ "Letrozole",
+ "Prednicarbate",
+ "Aceclofenac",
+ "Sucrose",
+ "Bilastine",
+ "Bisoprolol",
+ "Ziconotide",
+ "Icotinib",
+ "Pindolol",
+ "Carbamoylcholine",
+ "Terbutaline",
+ "Sertaconazole",
+ "Sparfloxacin",
+ "Plicamycin",
+ "Dopamine",
+ "Sotagliflozin",
+ "Flutamide",
+ "Oxiconazole",
+ "Methaqualone",
+ "Flumequine",
+ "Decitabine",
+ "Dexamethasone",
+ "Mitobronitol",
+ "Dipivefrin",
+ "Dichlorophen",
+ "2-Ethoxyethanol",
+ "Lesinurad",
+ "Aprindine",
+ "Carfilzomib",
+ "Diazepam",
+ "Phenyl salicylate",
+ "Lovastatin",
+ "Piperaquine",
+ "Orphenadrine",
+ "Montelukast",
+ "Chlordiazepoxide",
+ "Amifostine",
+ "Indacaterol",
+ "Racecadotril",
+ "Pyronaridine",
+ "Oxyphenonium",
+ "Phentolamine",
+ "Nicotinamide",
+ "Histamine",
+ "Octinoxate",
+ "Cadralazine",
+ "Brincidofovir",
+ "Formoterol",
+ "Cyclophosphamide",
+ "Butobarbital",
+ "Arbutamine",
+ "Cytarabine",
+ "Metixene",
+ "Disopyramide",
+ "Pirbuterol",
+ "Pheneturide",
+ "Manidipine",
+ "Ombitasvir",
+ "Fluindione",
+ "Pecilocin",
+ "Hydroxyzine",
+ "Desoximetasone",
+ "Iproniazid",
+ "Phenazopyridine",
+ "Gestonorone",
+ "Droperidol",
+ "Troxerutin",
+ "Stavudine",
+ "Dichloralphenazone",
+ "Natamycin",
+ "Cefetamet",
+ "Heptabarbital",
+ "Midazolam",
+ "Ketoprofen",
+ "Gadobutrol",
+ "Cilansetron",
+ "Fluvastatin",
+ "Hydrocortisone butyrate",
+ "Clascoterone",
+ "Pivampicillin",
+ "Pyrithyldione",
+ "Suvorexant",
+ "Methylpentynol",
+ "Oxymetholone",
+ "Metharbital",
+ "Lonazolac",
+ "Etizolam",
+ "Aloglutamol",
+ "Allylestrenol",
+ "Mafenide",
+ "Dacomitinib",
+ "Sulprostone",
+ "Proxibarbal",
+ "Exemestane",
+ "Pramocaine",
+ "Potassium lactate",
+ "Sulfatolamide",
+ "Phloroglucinol",
+ "Pitolisant",
+ "Meclizine",
+ "Mercaptopurine",
+ "Lifitegrast",
+ "Ioversol",
+ "Carbetocin",
+ "Lindane",
+ "Valproic acid",
+ "Cefuroxime",
+ "Dexrazoxane",
+ "Nitrofural",
+ "Irbesartan",
+ "Calcium chloride",
+ "Propantheline",
+ "Pidolic acid",
+ "Liothyronine",
+ "Obidoxime",
+ "Flurbiprofen",
+ "Calcium silicate",
+ "Theobromine",
+ "Vidarabine",
+ "Fluorometholone",
+ "Tixocortol",
+ "Ridaforolimus",
+ "Lusutrombopag",
+ "Levosimendan",
+ "Etynodiol",
+ "Sotorasib",
+ "Chlorambucil",
+ "Fluticasone furoate",
+ "Bupivacaine",
+ "Cefradine",
+ "Calcium Phosphate",
+ "Tetracycline",
+ "Silodosin",
+ "Succinylcholine",
+ "Tenofovir",
+ "Methadone",
+ "Technetium Tc-99m etifenin",
+ "Carbimazole",
+ "Repaglinide",
+ "Tapentadol",
+ "Flumethasone",
+ "Tromantadine",
+ "Aloxiprin",
+ "Alsactide",
+ "Amlodipine",
+ "Mersalyl",
+ "Ibutilide",
+ "Streptomycin",
+ "Desloratadine",
+ "Tiazofurine",
+ "Sodium citrate",
+ "Glymidine",
+ "Bacitracin",
+ "Iobenguane",
+ "Brotizolam",
+ "Ketamine",
+ "Metrifonate",
+ "Erdosteine",
+ "Ixabepilone",
+ "Streptozocin",
+ "Nalmefene",
+ "Pamiparib",
+ "Isradipine",
+ "Vancomycin",
+ "Furosemide",
+ "Osimertinib",
+ "Solriamfetol",
+ "Fructose",
+ "Glecaprevir",
+ "Lasofoxifene",
+ "Etilefrine",
+ "Entecavir",
+ "Cyproterone acetate",
+ "Lactic acid",
+ "Propanoic acid",
+ "Molindone",
+ "Entrectinib",
+ "Sulfametomidine",
+ "Fenoverine",
+ "Lomitapide",
+ "Cannabidiol",
+ "Oxygen",
+ "Phentermine",
+ "Miglustat",
+ "Iodohippurate sodium I-131",
+ "Clofedanol",
+ "Acetylglycinamide chloral hydrate",
+ "Rimegepant",
+ "Trilaciclib",
+ "Iotroxic acid",
+ "Ganaxolone",
+ "Sulfathiourea",
+ "Meloxicam",
+ "Plazomicin",
+ "Amantadine",
+ "Clotrimazole",
+ "Astemizole",
+ "Indomethacin",
+ "Gadopentetic acid",
+ "Bamethan",
+ "Dihydroergotamine",
+ "Risperidone",
+ "Fluconazole",
+ "Moxidectin",
+ "Fluanisone",
+ "Nylidrin",
+ "Erythrityl tetranitrate",
+ "Dinoprost",
+ "Bromopride",
+ "Calcium citrate",
+ "Dabigatran etexilate",
+ "Famciclovir",
+ "Fenoldopam",
+ "Tiagabine",
+ "Pyruvic acid",
+ "Sulfameter",
+ "Dexibuprofen",
+ "Methoxyflurane",
+ "Moxonidine",
+ "Cloprednol",
+ "Butoconazole",
+ "Tofisopam",
+ "Captopril",
+ "Oxeladin",
+ "Valganciclovir",
+ "Epitizide",
+ "Afatinib",
+ "Rucaparib",
+ "Meropenem",
+ "Tropisetron",
+ "Ferric sodium citrate",
+ "Amphetamine",
+ "Benzethonium",
+ "Clomipramine",
+ "Cinoxacin",
+ "Capreomycin",
+ "Troglitazone",
+ "Lumefantrine",
+ "Ramipril",
+ "Hexylresorcinol",
+ "Sulfathiazole",
+ "Probenecid",
+ "Itopride",
+ "Virginiamycin",
+ "Olaflur",
+ "Profenamine",
+ "Phenolphthalein",
+ "Deferoxamine",
+ "Oxybuprocaine",
+ "Maprotiline",
+ "Clevudine",
+ "Potassium perchlorate",
+ "Fenpiverinium",
+ "Obeticholic acid",
+ "Safinamide",
+ "Phenol",
+ "Dapiprazole",
+ "Diosmin",
+ "Ethchlorvynol",
+ "Indoprofen",
+ "Lacidipine",
+ "Deutetrabenazine",
+ "Iron sucrose",
+ "Moperone",
+ "Enzalutamide",
+ "Betrixaban",
+ "Metipranolol",
+ "Nifurtimox",
+ "Uracil mustard",
+ "Difelikefalin",
+ "Entinostat",
+ "Ivacaftor",
+ "Oxetacaine",
+ "Mebutizide",
+ "Quinine",
+ "Benzoctamine",
+ "Ethanol",
+ "Cobimetinib",
+ "Saquinavir",
+ "Dienestrol",
+ "Encainide",
+ "2-Fluoroaniline",
+ "Zipeprol",
+ "Daclatasvir",
+ "Patent Blue",
+ "Phenylbutyric acid",
+ "Aminolevulinic acid",
+ "Ethanolamine oleate",
+ "Pheniramine",
+ "Lonidamine",
+ "Celecoxib",
+ "Fenozolone",
+ "Tripelennamine",
+ "Tertatolol",
+ "Pargyline",
+ "Ponesimod",
+ "Amikacin",
+ "Dronabinol",
+ "Methohexital",
+ "Acyclovir",
+ "Deferasirox",
+ "Coenzyme M",
+ "Caspofungin",
+ "Rosoxacin",
+ "Fluorodopa (18F)",
+ "Darunavir",
+ "Linzagolix",
+ "Nisoldipine",
+ "Trabectedin",
+ "Propylthiouracil",
+ "Dantrolene",
+ "Progabide",
+ "Duloxetine",
+ "2-Methoxyethanol",
+ "Doxefazepam",
+ "Melagatran",
+ "Terguride",
+ "Oliceridine",
+ "Cyproheptadine",
+ "Goserelin",
+ "Methacholine",
+ "Roxithromycin",
+ "Palbociclib",
+ "Dextrothyroxine",
+ "Rebamipide",
+ "Pioglitazone",
+ "Lenacapavir",
+ "Lanatoside C",
+ "Kanamycin",
+ "Aluminium acetotartrate",
+ "Nizatidine",
+ "Alectinib",
+ "Nicardipine",
+ "Leflunomide",
+ "Econazole",
+ "Gliclazide",
+ "Mequitazine",
+ "Propafenone",
+ "Topotecan",
+ "Azanidazole",
+ "Fotemustine",
+ "Bevantolol",
+ "Alcaftadine",
+ "Bevonium",
+ "Troleandomycin",
+ "Bromotheophylline",
+ "Menadione",
+ "Calcium carbimide",
+ "Trimegestone",
+ "Lapatinib",
+ "Dosulepin",
+ "Gentian violet cation",
+ "Ubidecarenone",
+ "Sunitinib",
+ "Tafamidis",
+ "Foscarnet",
+ "Citric acid",
+ "Acetylleucine",
+ "Pipenzolate",
+ "Alogliptin",
+ "Mibefradil",
+ "Rufloxacin",
+ "Etilevodopa",
+ "Docetaxel",
+ "Difluocortolone",
+ "Periciazine",
+ "Chlorothiazide",
+ "Phenylephrine",
+ "Norfenefrine",
+ "Halcinonide",
+ "Phenacetin",
+ "Mirabegron",
+ "Fulvestrant",
+ "Methylergometrine",
+ "Procarbazine",
+ "Bedaquiline",
+ "Pipotiazine",
+ "Tetracosactide",
+ "Tolfenamic acid",
+ "Tobramycin",
+ "Glibornuride",
+ "Treosulfan",
+ "Pazufloxacin",
+ "Tiropramide",
+ "Bretylium",
+ "Nadolol",
+ "Alimemazine",
+ "Imatinib",
+ "Isoprenaline",
+ "Metacycline",
+ "Anagrelide",
+ "Remoxipride",
+ "Meclofenamic acid",
+ "Cefcapene",
+ "Ferric (59Fe) citrate",
+ "Ceftobiprole medocaril",
+ "Tamsulosin",
+ "Evogliptin",
+ "Oxaceprol",
+ "Acetylcysteine",
+ "Fumaric acid",
+ "Linezolid",
+ "Dibromotyrosine",
+ "Tasimelteon",
+ "Ceritinib",
+ "Azilsartan medoxomil",
+ "Glucosamine",
+ "Nimesulide",
+ "Technetium Tc-99m medronate",
+ "Benperidol",
+ "Escitalopram",
+ "2,4,6-Tribromophenol",
+ "Lactitol",
+ "Meprotixol",
+ "Belzutifan",
+ "Digoxin",
+ "Valpromide",
+ "Arimoclomol",
+ "Secnidazole",
+ "Pibrentasvir",
+ "Dapagliflozin",
+ "Rifampicin",
+ "Pyridostigmine",
+ "Idanpramine",
+ "Enasidenib",
+ "Sucralfate",
+ "Cloridarol",
+ "Paliperidone",
+ "Clevidipine",
+ "Vinburnine",
+ "Clomethiazole",
+ "Ebastine",
+ "Desipramine",
+ "Betaxolol",
+ "Alcuronium",
+ "Cupric sulfate",
+ "1,2-Dihydroxybenzene",
+ "Luliconazole",
+ "Idelalisib",
+ "Piperacillin",
+ "Hymecromone",
+ "Sibutramine",
+ "Flunitrazepam",
+ "Calcium acetate",
+ "Pipazethate",
+ "Ceruletide",
+ "Picotamide",
+ "Fluocortolone",
+ "Eprozinol",
+ "Demecolcine",
+ "Fenoterol",
+ "Maralixibat",
+ "Cypermethrin",
+ "Iotrolan",
+ "Zoledronic acid",
+ "Epoprostenol",
+ "Cetrimonium",
+ "Gemcitabine",
+ "Sodium tartrate",
+ "Tucatinib",
+ "Diclofenac",
+ "Penimepicycline",
+ "Ledipasvir",
+ "Iophendylate",
+ "Cisatracurium",
+ "Inosine pranobex",
+ "Fostamatinib",
+ "Nalfurafine",
+ "Captodiame",
+ "Edotreotide gallium Ga-68",
+ "Penbutolol",
+ "Methdilazine",
+ "Echothiophate",
+ "Lornoxicam",
+ "Nintedanib",
+ "Clopamide",
+ "Indocyanine green",
+ "Benzatropine",
+ "Aluminum chlorohydrate",
+ "Drospirenone",
+ "Pidotimod",
+ "Ripasudil",
+ "Triclofos",
+ "Medrysone",
+ "Sulfadicramide",
+ "Amifampridine",
+ "Tolazoline",
+ "Venlafaxine",
+ "Oxyphencyclimine",
+ "Telotristat",
+ "Ibrutinib",
+ "Nifurzide",
+ "Succinimide",
+ "Fostemsavir",
+ "Tazobactam",
+ "Dantron",
+ "Clarithromycin",
+ "Neltenexine",
+ "Phenindamine",
+ "Clofarabine",
+ "Latanoprost",
+ "Ketanserin",
+ "Butorphanol",
+ "Roxadustat",
+ "Cefepime",
+ "Felodipine",
+ "Sparteine",
+ "Hexetidine",
+ "Lomefloxacin",
+ "Oleandomycin",
+ "Pretomanid",
+ "Eperisone",
+ "Brinzolamide",
+ "Etofenamate",
+ "Trimetazidine",
+ "Mitotane",
+ "Deflazacort",
+ "Difetarsone",
+ "Cladribine",
+ "Sorbitol",
+ "Ranitidine",
+ "Mirtazapine",
+ "Ondansetron",
+ "Isocarboxazid",
+ "Clodronic acid",
+ "Meclocycline",
+ "Carbenicillin",
+ "Zorubicin",
+ "Sevelamer",
+ "Pholcodine",
+ "Ceftazidime",
+ "Levobupivacaine",
+ "Azelaic acid",
+ "Thiothixene",
+ "Urea",
+ "Cilazapril",
+ "Vilanterol",
+ "Adapalene",
+ "Flunarizine",
+ "Fusafungine",
+ "Oxycinchophen",
+ "P-Hydroxybenzaldehyde",
+ "Imipenem",
+ "Noscapine",
+ "Chlorpheniramine",
+ "Leucovorin",
+ "Metyrosine",
+ "Dorzolamide",
+ "Poldine",
+ "Aluminium acetoacetate",
+ "Rose bengal",
+ "Abarelix",
+ "Abacavir",
+ "Alprazolam",
+ "Amrubicin",
+ "Mycophenolic acid",
+ "Viloxazine",
+ "Vonoprazan",
+ "Triclabendazole",
+ "Halofantrine",
+ "Potassium gluconate",
+ "Flurazepam",
+ "Benzyl benzoate",
+ "Erythromycin",
+ "Bromperidol",
+ "Diodone",
+ "Bemegride",
+ "Sulthiame",
+ "Itraconazole",
+ "Fludeoxyglucose (18F)",
+ "Alpelisib",
+ "Salbutamol",
+ "Naproxen",
+ "Lafutidine",
+ "Lidocaine",
+ "Amisulpride",
+ "Lorazepam",
+ "Methapyrilene",
+ "Ornithine",
+ "Fondaparinux",
+ "Carfecillin",
+ "Histrelin",
+ "Megestrol acetate",
+ "Simvastatin",
+ "Procaine",
+ "Pyrvinium",
+ "Articaine",
+ "Timolol",
+ "Nimodipine",
+ "Mangafodipir",
+ "Griseofulvin",
+ "Fosfomycin",
+ "Etoricoxib",
+ "Adenosine",
+ "Opipramol",
+ "Voclosporin",
+ "Cisplatin",
+ "Temocillin",
+ "Tranexamic acid",
+ "Oxaprozin",
+ "Gestrinone",
+ "Guaifenesin",
+ "Fidaxomicin",
+ "Tolcapone",
+ "Aminosalicylic acid",
+ "Bisacodyl",
+ "Tenofovir disoproxil",
+ "Acarbose",
+ "Chloropyramine",
+ "Cycloserine",
+ "Entacapone",
+ "Dexbrompheniramine",
+ "Indapamide",
+ "Balsalazide",
+ "Phenylpropanolamine",
+ "Methylmethionine chloride",
+ "Olopatadine",
+ "Moclobemide",
+ "Triptorelin",
+ "Dapivirine",
+ "Dexrabeprazole",
+ "Azidamfenicol",
+ "Ropinirole",
+ "Hydroxyprogesterone",
+ "Sulfametrole",
+ "Mazindol",
+ "Cholic Acid",
+ "Rolitetracycline",
+ "Daunorubicin",
+ "Latamoxef",
+ "Mianserin",
+ "Tetryzoline",
+ "Benzylpenicilloyl polylysine",
+ "Nedocromil",
+ "Lodoxamide",
+ "Larotrectinib",
+ "Disulfiram",
+ "Fenbendazole",
+ "Dirithromycin",
+ "Fluoxetine",
+ "Sitagliptin",
+ "Pancuronium",
+ "Benzydamine",
+ "Oxitropium",
+ "Diethylcarbamazine",
+ "Nicergoline",
+ "Propranolol",
+ "Flibanserin",
+ "Bisoxatin",
+ "Risedronic acid",
+ "Riluzole",
+ "Pentostatin",
+ "Technetium Tc-99m mebrofenin",
+ "Gemifloxacin",
+ "Raltitrexed",
+ "Cholecalciferol",
+ "Moxisylyte",
+ "Ranimustine",
+ "Nafcillin",
+ "Tizanidine",
+ "Dinoprostone",
+ "Barnidipine",
+ "Lonafarnib",
+ "Quinethazone",
+ "Helium",
+ "Domiphen",
+ "Mometasone",
+ "Besifloxacin",
+ "Dapsone",
+ "Vortioxetine",
+ "Doxycycline",
+ "Trimazosin",
+ "Quinacrine",
+ "Naftifine",
+ "Ibacitabine",
+ "Meprobamate",
+ "Levonadifloxacin",
+ "Trihexyphenidyl",
+ "Afamelanotide",
+ "Piroxicam",
+ "Berotralstat",
+ "Etodolac",
+ "Clioquinol",
+ "Pentoxyverine",
+ "Pipemidic acid",
+ "Polymyxin B",
+ "Travoprost",
+ "Peruvoside",
+ "Cefroxadine",
+ "Lefamulin",
+ "Chlorphenoxamine",
+ "Nitrazepam",
+ "Dyphylline",
+ "Metoclopramide",
+ "Chlorzoxazone",
+ "Zolmitriptan",
+ "Picosulfuric acid",
+ "Spaglumic acid",
+ "Sulpiride",
+ "Levocarnitine",
+ "Gefapixant",
+ "Ioxitalamic acid",
+ "Trospium",
+ "Levodropropizine",
+ "Isosorbide mononitrate",
+ "Trandolapril",
+ "Diclofenamide",
+ "Tetrabenazine",
+ "Aluminium clofibrate",
+ "Pexidartinib",
+ "Clofoctol",
+ "Tecovirimat",
+ "Fluorouracil",
+ "Ketobemidone",
+ "Mepivacaine",
+ "Molsidomine",
+ "Phosphocreatine",
+ "Cefdinir",
+ "Procainamide",
+ "Lactulose",
+ "Iopodic acid",
+ "Alanyl glutamine",
+ "Selumetinib",
+ "Levocabastine",
+ "Sertraline",
+ "Bufylline",
+ "Pipradrol",
+ "Diatrizoate",
+ "Folic acid",
+ "Rufinamide",
+ "Acetyl sulfisoxazole",
+ "Strontium ranelate",
+ "Fenoprofen",
+ "Iothalamic acid",
+ "Tiemonium iodide",
+ "Cinacalcet",
+ "Technetium Tc-99m pertechnetate",
+ "Solithromycin",
+ "Sumatriptan",
+ "Cloperastine",
+ "Tiapride",
+ "Nitroxoline",
+ "Diamorphine",
+ "Dihydrotachysterol",
+ "Etoperidone",
+ "Oxametacin",
+ "Technetium Tc-99m sestamibi",
+ "Promegestone",
+ "Buclizine",
+ "Cediranib",
+ "Ertapenem",
+ "Macimorelin",
+ "Pipecuronium",
+ "Acemetacin",
+ "Guanfacine",
+ "Cridanimod",
+ "Methoxsalen",
+ "Elagolix",
+ "Ammonium chloride",
+ "Ulipristal",
+ "Micafungin",
+ "Doxorubicin",
+ "Eluxadoline",
+ "Protirelin",
+ "Halazepam",
+ "Oxazepam",
+ "Gemfibrozil",
+ "Ademetionine",
+ "Milnacipran",
+ "Desogestrel",
+ "Technetium Tc-99m disofenin",
+ "Ceftezole",
+ "Fenofibrate",
+ "Acamprosate",
+ "Amoxapine",
+ "Laninamivir",
+ "Tenidap",
+ "Stanolone",
+ "Xaliproden",
+ "Doripenem",
+ "Allopurinol",
+ "Ropivacaine",
+ "Azithromycin",
+ "Suprofen",
+ "Yohimbine",
+ "Siponimod",
+ "Dexfenfluramine",
+ "Belotecan",
+ "Sobrerol",
+ "Gestodene",
+ "Chlorhexidine",
+ "Aniracetam",
+ "Cobicistat",
+ "Dydrogesterone",
+ "Epinastine",
+ "Ambenonium",
+ "Cefoxitin",
+ "Tenapanor",
+ "Gilteritinib",
+ "Atorvastatin",
+ "Zanubrutinib",
+ "Ertugliflozin",
+ "Diethylpropion",
+ "Chlormezanone",
+ "Brexpiprazole",
+ "Chlormadinone",
+ "Ribociclib",
+ "Aliskiren",
+ "Futibatinib",
+ "Telbivudine",
+ "Sulindac",
+ "Doxapram",
+ "Stibophen",
+ "Daptomycin",
+ "Paclitaxel",
+ "Valrubicin",
+ "Flucloxacillin",
+ "Phthalylsulfathiazole",
+ "Ponatinib",
+ "Peramivir",
+ "Pentamidine",
+ "Domiodol",
+ "Methylprednisolone",
+ "Nifuroxazide",
+ "Thiamylal",
+ "Aluminium nicotinate",
+ "Zolpidem",
+ "Rutin",
+ "Carboquone",
+ "Candesartan",
+ "Loracarbef",
+ "Crisaborole",
+ "Cefprozil",
+ "Vitamin A",
+ "Letosteine",
+ "Metopimazine",
+ "Anecortave",
+ "Ketorolac",
+ "Aspoxicillin",
+ "Enoxolone",
+ "Dehydroemetine",
+ "Aztreonam",
+ "Carbazochrome",
+ "Carteolol",
+ "Phenylacetic acid",
+ "o-Bromophenol",
+ "Reserpine",
+ "Pranoprofen",
+ "Pergolide",
+ "Doxacurium",
+ "Leuprolide",
+ "Ospemifene",
+ "Nortriptyline",
+ "Sultamicillin",
+ "Mebutamate",
+ "Mefruside",
+ "Terfenadine",
+ "Miglitol",
+ "Potassium chloride",
+ "Mezlocillin",
+ "Selegiline",
+ "Trilostane",
+ "Ditazole",
+ "Fluphenazine",
+ "Olanzapine",
+ "Bazedoxifene",
+ "Hexocyclium",
+ "Desfesoterodine",
+ "Eosin",
+ "Treprostinil",
+ "Prochlorperazine",
+ "Tribromometacresol",
+ "Xibornol",
+ "Upadacitinib",
+ "Pimavanserin",
+ "Carumonam",
+ "Isosorbide dinitrate",
+ "Asenapine",
+ "Isoxsuprine",
+ "Demegestone",
+ "Filgotinib",
+ "Zidovudine",
+ "Dicloxacillin",
+ "Flufenamic acid",
+ "Pravastatin",
+ "Sufentanil",
+ "Sulfamethizole",
+ "Fimasartan",
+ "Tedisamil",
+ "Tiratricol",
+ "Riboflavin",
+ "Oxymorphone",
+ "Clofazimine",
+ "Glycerin",
+ "Abrocitinib",
+ "Brigatinib",
+ "Norethynodrel",
+ "Rolapitant",
+ "Bosutinib",
+ "Calcium levulinate",
+ "Lumiracoxib",
+ "Adefovir dipivoxil",
+ "Gabapentin",
+ "Ibuprofen",
+ "Deslanoside",
+ "Pranlukast",
+ "Pirenzepine",
+ "Dihydrostreptomycin",
+ "Ethyl hydroxybenzoate",
+ "Lubiprostone",
+ "Enalapril",
+ "Glutathione",
+ "Nilutamide",
+ "Difemerine",
+ "Mitoguazone",
+ "Temozolomide",
+ "Macitentan",
+ "Propanidid",
+ "Cathine",
+ "Camazepam",
+ "Triflupromazine",
+ "Caffeine",
+ "Chlortetracycline",
+ "Levoverbenone",
+ "Armodafinil",
+ "Ethosuximide",
+ "Citalopram",
+ "Veralipride",
+ "Prajmaline",
+ "Theophylline",
+ "Alfuzosin",
+ "Satraplatin",
+ "Calcium pangamate",
+ "Melarsoprol",
+ "Simeprevir",
+ "Voxilaprevir",
+ "Lansoprazole",
+ "Arginine glutamate",
+ "Gramicidin D",
+ "Ribavirin",
+ "Deserpidine",
+ "Propofol",
+ "Teniposide",
+ "Maraviroc",
+ "Dibekacin",
+ "Polythiazide",
+ "Oxitriptan",
+ "4-dimethylaminophenol",
+ "Tezacaftor",
+ "Trifluoperazine",
+ "Apalutamide",
+ "Gemeprost",
+ "Fluclorolone",
+ "Tioconazole",
+ "Artesunate",
+ "Norgestimate",
+ "Ceforanide",
+ "Moricizine",
+ "Zaleplon",
+ "Belumosudil",
+ "Tioguanine",
+ "Zalcitabine",
+ "Xanthinol",
+ "Endralazine",
+ "Halometasone",
+ "Fingolimod",
+ "Plitidepsin",
+ "Duvelisib",
+ "Normethadone",
+ "Dimenhydrinate",
+ "Voxelotor",
+ "Sulfadiazine",
+ "Hydrochlorothiazide",
+ "Benzoxonium",
+ "Sulfinpyrazone",
+ "Chlorhexadol",
+ "Omadacycline",
+ "Edoxudine",
+ "Oxytetracycline",
+ "Tacrine",
+ "Varenicline",
+ "Difluprednate",
+ "Dimercaprol",
+ "Calcium",
+ "Etofamide",
+ "Medrogestone",
+ "Pefloxacin",
+ "Iobitridol",
+ "Ganciclovir",
+ "Malathion",
+ "Ofloxacin",
+ "Cycloguanil",
+ "Monobenzone",
+ "Lanreotide",
+ "Diazoxide",
+ "Naloxegol",
+ "Aminomethylbenzoic acid",
+ "Aurothioglucose",
+ "Niaprazine",
+ "Propylene glycol",
+ "Taurine",
+ "Aclidinium",
+ "Chlorobutanol",
+ "Mupirocin",
+ "Telmisartan",
+ "Fomepizole",
+ "3-Chlorophenol",
+ "Methyclothiazide",
+ "Orciprenaline",
+ "Cafedrine",
+ "Clonazepam",
+ "Nevirapine",
+ "Methylphenidate",
+ "Zotepine",
+ "Dextromethorphan",
+ "Norelgestromin",
+ "Bismuth subcitrate potassium",
+ "Kebuzone",
+ "Dolutegravir",
+ "Tasosartan",
+ "Thioproperazine",
+ "Isoaminile",
+ "Prulifloxacin",
+ "Acitretin",
+ "Tiadenol",
+ "Rifaximin",
+ "Tribenoside",
+ "Azidocillin",
+ "Bephenium",
+ "Flurithromycin",
+ "Pridinol",
+ "Propicillin",
+ "Magnesium lactate",
+ "Fleroxacin",
+ "Methazolamide",
+ "Fludarabine",
+ "Abametapir",
+ "Nilotinib",
+ "Epacadostat",
+ "Tranylcypromine",
+ "Cilastatin",
+ "Aminoglutethimide",
+ "Diiodohydroxyquinoline",
+ "Esomeprazole",
+ "Mirogabalin",
+ "Clomocycline",
+ "Synephrine",
+ "Nitrous acid",
+ "Pipobroman",
+ "Fluvoxamine",
+ "Ascorbic acid",
+ "Diflorasone",
+ "Ethambutol",
+ "Cefazedone",
+ "Imidapril",
+ "Isothipendyl",
+ "Pyrithione",
+ "Methylphenobarbital",
+ "Colistin",
+ "Dextroamphetamine",
+ "Cyclandelate",
+ "2-Butanol",
+ "Calcium carbonate",
+ "Atogepant",
+ "Tolrestat",
+ "Lobeglitazone",
+ "Clidinium",
+ "Nomegestrol",
+ "Gitoformate",
+ "Phenacemide",
+ "Olmesartan",
+ "Eliglustat",
+ "Faldaprevir",
+ "Meladrazine",
+ "Mepindolol",
+ "Diroximel fumarate",
+ "Thimerosal",
+ "Mosapramine",
+ "Glyburide",
+ "Metamfetamine",
+ "Bupranolol",
+ "Benzoyl peroxide",
+ "Glisoxepide",
+ "Tacalcitol",
+ "Lincomycin",
+ "Iopydol",
+ "Remifentanil",
+ "Butylscopolamine",
+ "Tofacitinib",
+ "Norethandrolone",
+ "Sodium bicarbonate",
+ "Trametinib",
+ "Isobromindione",
+ "Alclometasone",
+ "Cyclizine",
+ "Ioflupane I-123",
+ "Dexetimide",
+ "Ritonavir",
+ "Clobutinol",
+ "Metaraminol",
+ "Dipyrocetyl",
+ "Bimatoprost",
+ "Mesterolone",
+ "Vernakalant",
+ "Roquinimex",
+ "Ribostamycin",
+ "Paromomycin",
+ "Landiolol",
+ "Pentagastrin",
+ "Nadifloxacin",
+ "Elvitegravir",
+ "Amobarbital",
+ "Butabarbital",
+ "Tavaborole",
+ "Mecamylamine",
+ "Grazoprevir",
+ "Cefiderocol",
+ "Pipamperone",
+ "Benzoic acid",
+ "Bumadizone",
+ "Levothyroxine",
+ "Rimantadine",
+ "Dimethyl fumarate",
+ "Strontium chloride Sr-89",
+ "Bromfenac",
+ "Bromazepam",
+ "Artemether",
+ "Prasugrel",
+ "Norgestrienone",
+ "Lorajmine",
+ "Colfosceril palmitate",
+ "Masoprocol",
+ "Pyridoxal phosphate",
+ "Trifluperidol",
+ "Dipyridamole",
+ "Sulbactam",
+ "Tromethamine",
+ "Doxofylline",
+ "Nilvadipine",
+ "Infigratinib",
+ "Edetate sodium",
+ "Clemastine",
+ "Benazepril",
+ "Trimethadione",
+ "Dasabuvir",
+ "Ivosidenib",
+ "Acetoxolone",
+ "Doxepin",
+ "Degarelix",
+ "Masitinib",
+ "Oxypertine",
+ "Bromisoval",
+ "Sotalol",
+ "Citicoline",
+ "Clorexolone",
+ "Dofetilide",
+ "Deoxycholic acid",
+ "Ferric ammonium citrate",
+ "Fosphenytoin",
+ "Ferrous ascorbate",
+ "Lorlatinib",
+ "Pinaverium",
+ "Ipragliflozin",
+ "Quinapril",
+ "Dronedarone",
+ "Pixantrone",
+ "Apomorphine",
+ "Theodrenaline",
+ "Dimetacrine",
+ "Epinephrine",
+ "Enflurane",
+ "Estriol",
+ "Thenalidine",
+ "Fosfructose",
+ "Homatropine",
+ "Piretanide",
+ "Cefpodoxime",
+ "Tegoprazan",
+ "Osilodrostat",
+ "Valdecoxib",
+ "Alfacalcidol",
+ "Sulfamethoxypyridazine",
+ "Ticarcillin",
+ "Rilpivirine",
+ "Metildigoxin",
+ "Penfluridol",
+ "Practolol",
+ "Epimestrol",
+ "Modafinil",
+ "Etohexadiol",
+ "Azathioprine",
+ "Lenalidomide",
+ "Acepromazine",
+ "Acetrizoic acid",
+ "Pseudoephedrine",
+ "Dexketoprofen",
+ "Talinolol",
+ "Binimetinib",
+ "Etafenone",
+ "Demeclocycline",
+ "Cefmetazole",
+ "Rivastigmine",
+ "M-Cresol",
+ "Motretinide",
+ "Hypochlorite",
+ "Mercaptoethanol",
+ "Levobunolol",
+ "Aripiprazole",
+ "Fentiazac",
+ "Isometheptene",
+ "Probucol",
+ "Carbocisteine",
+ "Fenofibric acid",
+ "Iprazochrome",
+ "Indobufen",
+ "Fluocinonide",
+ "Memantine",
+ "Cilostazol",
+ "Meticillin",
+ "Aminophenazone",
+ "Velpatasvir",
+ "Trifluridine",
+ "Fasudil",
+ "Azapropazone",
+ "Raltegravir",
+ "Bivalirudin",
+ "Pantothenic acid",
+ "Metronidazole",
+ "Omidenepag isopropyl",
+ "Anastrozole",
+ "Spirapril",
+ "Sorafenib",
+ "Formocortal",
+ "Beraprost",
+ "Diethylstilbestrol",
+ "Perindopril",
+ "Nitrofurantoin",
+ "Ethanolamine",
+ "Proglumetacin",
+ "Melatonin",
+ "Ivabradine",
+ "Eslicarbazepine",
+ "Fluprednidene",
+ "Midodrine",
+ "Isopropamide",
+ "Phenelzine",
+ "Cefbuperazone",
+ "Alendronic acid",
+ "Cangrelor",
+ "Ferrous tartrate",
+ "Trioxsalen",
+ "Antazoline",
+ "Mephenoxalone",
+ "Imidazole",
+ "Uridine triacetate",
+ "Buprenorphine",
+ "Morinamide",
+ "Valaciclovir",
+ "Amithiozone",
+ "Delamanid",
+ "Proparacaine",
+ "Glycerol phenylbutyrate",
+ "Galactose",
+ "Triprolidine",
+ "Latanoprostene bunod",
+ "Aminocaproic acid",
+ "Fosinopril",
+ "Dextropropoxyphene",
+ "Micronomicin",
+ "Diphenoxylate",
+ "Dimetindene",
+ "Netilmicin",
+ "Ketazolam",
+ "Vilazodone",
+ "Zolimidine",
+ "Cortivazol",
+ "Lofexidine",
+ "Neocitrullamon",
+ "Sulfamethazine",
+ "Phenylbutazone",
+ "Mesoridazine",
+ "Bucetin",
+ "Pentaerithrityl",
+ "Thiopental",
+ "Hexaminolevulinate",
+ "Ethenzamide",
+ "Roflumilast",
+ "Tiaprofenic acid",
+ "Iopanoic acid",
+ "Tropicamide",
+ "Rimiterol",
+ "Ticlatone",
+ "Isotretinoin",
+ "Diphenhydramine",
+ "Quetiapine",
+ "Vaborbactam",
+ "Budesonide",
+ "Tipranavir",
+ "Bosentan",
+ "Cariprazine",
+ "Silver sulfadiazine",
+ "Ezetimibe",
+ "Droxypropine",
+ "Dyclonine",
+ "Tazemetostat",
+ "Cocaine",
+ "Clocortolone",
+ "Cysteamine",
+ "Phenprocoumon",
+ "Pantoprazole",
+ "Fluoxymesterone",
+ "Cinitapride",
+ "Hydroquinine",
+ "Sevoflurane",
+ "Cyanocobalamin",
+ "Vadadustat",
+ "Choline salicylate",
+ "Diphenylpyraline",
+ "Nicorandil",
+ "Vosaroxin",
+ "Methylthiouracil",
+ "Levodopa",
+ "Physostigmine",
+ "Gedocarnil",
+ "Thymol",
+ "Tetroxoprim",
+ "Paramethadione",
+ "Delapril",
+ "Desvenlafaxine",
+ "Etofibrate",
+ "Thonzylamine",
+ "Nabilone",
+ "Amineptine",
+ "Acebutolol",
+ "Triheptanoin",
+ "Levosulpiride",
+ "Naltrexone",
+ "Pheneticillin",
+ "Ursodeoxycholic acid",
+ "P-Nitrophenol",
+ "Bentiromide",
+ "Aminohippuric acid",
+ "Voglibose",
+ "Alizapride",
+ "Quizartinib",
+ "Imeglimin",
+ "Ioxaglic acid",
+ "Oxatomide",
+ "Moroxydine",
+ "Salmeterol",
+ "Nalbuphine",
+ "Amyl Nitrite",
+ "Gadoxetic acid",
+ "Meglutol",
+ "Vismodegib",
+ "Trichlormethiazide",
+ "Cabazitaxel",
+ "Amiloride",
+ "Carbaspirin calcium",
+ "Perboric acid",
+ "Fluspirilene",
+ "Atomoxetine",
+ "Tryptophan",
+ "Lormetazepam",
+ "Abemaciclib",
+ "Etelcalcetide",
+ "Pemoline",
+ "Zinc chloride",
+ "Debrisoquine",
+ "Asunaprevir",
+ "Febuxostat",
+ "Bethanidine",
+ "Finasteride",
+ "Busulfan",
+ "Deferiprone",
+ "Pomalidomide",
+ "Pivmecillinam",
+ "Cefatrizine",
+ "Praziquantel",
+ "Oxymetazoline",
+ "Stanozolol",
+ "Enoximone",
+ "Promazine",
+ "Flucytosine",
+ "Buformin",
+ "Eucalyptol",
+ "Niclosamide",
+ "Anileridine",
+ "Febarbamate",
+ "Edaravone",
+ "Methscopolamine",
+ "Adinazolam",
+ "Phenglutarimide",
+ "Levamlodipine",
+ "Acetohydroxamic acid",
+ "Thiotepa",
+ "Fendiline",
+ "Sacubitril",
+ "Dezocine",
+ "Hexamidine",
+ "Diphenadione",
+ "Pentosan polysulfate",
+ "Aminophylline",
+ "Dihydrocodeine",
+ "Magnesium sulfate",
+ "Flupentixol",
+ "Bifonazole",
+ "Iodohippurate sodium I-123",
+ "Seratrodast",
+ "Faropenem",
+ "Trimethobenzamide",
+ "Prednisolone",
+ "Oxantel",
+ "1,4-Butanediol",
+ "Spectinomycin",
+ "Luseogliflozin",
+ "Azatadine",
+ "Ambrisentan",
+ "Camostat",
+ "Ergocalciferol",
+ "Gadoteridol",
+ "Glutamic acid",
+ "Proguanil",
+ "Selenium (75Se) norcholesterol",
+ "Minoxidil",
+ "Tegafur",
+ "Arbekacin",
+ "Sulfametopyrazine",
+ "Pentaerythritol tetranitrate",
+ "Buthiazide",
+ "Doravirine",
+ "Naratriptan",
+ "Cilnidipine",
+ "Albendazole",
+ "Furazidin",
+ "Setmelanotide",
+ "Methylene blue",
+ "Nebivolol",
+ "Ferrous gluconate",
+ "Ibudilast",
+ "Magnesium levulinate",
+ "Resorcinol",
+ "Gadoteric acid",
+ "Flunisolide",
+ "Amoxicillin",
+ "Trepibutone",
+ "Tolterodine",
+ "Brivaracetam",
+ "Nalidixic acid",
+ "Gallium Ga-68 gozetotide",
+ "Edrophonium",
+ "Ixazomib",
+ "Mandelic acid",
+ "Salsalate",
+ "Metyrapone",
+ "Cefamandole",
+ "Doxazosin",
+ "Nystatin",
+ "Bempedoic acid",
+ "Chlorophetanol",
+ "Primaquine",
+ "Clindamycin",
+ "Apraclonidine",
+ "Sodium oxybate",
+ "Cyclopentolate",
+ "Tienilic acid",
+ "Aclarubicin",
+ "Oxyfedrine",
+ "Moxestrol",
+ "Technetium Tc-99m tetrofosmin",
+ "Tebipenem pivoxil",
+ "Talbutal",
+ "Fenbufen",
+ "Tinidazole",
+ "Metolazone",
+ "Oxolinic acid",
+ "Felbamate",
+ "Dacarbazine",
+ "Sodium tetradecyl sulfate",
+ "Lomustine",
+ "Alvimopan",
+ "Amdinocillin",
+ "Cefacetrile",
+ "Orlistat",
+ "Sulfamerazine",
+ "Clorazepic acid",
+ "Belinostat",
+ "Zofenopril",
+ "Paricalcitol",
+ "Darifenacin",
+ "Niridazole",
+ "Viminol",
+ "Thiamine",
+ "Loratadine",
+ "Desaspidin",
+ "Warfarin",
+ "Iproclozide",
+ "Proscillaridin",
+ "Alminoprofen",
+ "Terconazole",
+ "Aceneuramic acid",
+ "Lofepramine",
+ "Levocetirizine",
+ "Tigecycline",
+ "Levoleucovorin",
+ "Magnesium gluconate",
+ "Oxybutynin",
+ "Fabomotizole",
+ "Ergotamine",
+ "Lorcaserin",
+ "Samarium (153Sm) lexidronam",
+ "Iocetamic acid",
+ "Metrizoic acid",
+ "Fosravuconazole",
+ "Methyprylon",
+ "Protriptyline",
+ "Cidofovir",
+ "Bumetanide",
+ "Trimebutine",
+ "Dimetofrine",
+ "Arginine",
+ "Silibinin",
+ "Oxacillin",
+ "Famotidine",
+ "Sodium aurothiomalate",
+ "Sulfasalazine",
+ "Trifarotene",
+ "Atosiban",
+ "Sulfisoxazole",
+ "Zimelidine",
+ "Lisuride",
+ "Rotigotine",
+ "Quingestanol",
+ "Pamidronic acid",
+ "Imipramine",
+ "Glycopyrronium",
+ "Mannosulfan",
+ "Bibrocathol",
+ "Bezafibrate",
+ "Triclosan",
+ "Rosiglitazone",
+ "Oxtriphylline",
+ "Lynestrenol",
+ "Levacetylmethadol",
+ "Cortisone",
+ "Cevimeline",
+ "Tibolone",
+ "Cefozopran",
+ "Mosapride",
+ "Misoprostol",
+ "Ciclesonide",
+ "Suramin",
+ "Hyaluronic acid",
+ "Tidiacic arginine",
+ "Hidrosmin",
+ "Pralatrexate",
+ "Hyoscyamine",
+ "Potassium citrate",
+ "Ethyl loflazepate",
+ "Sulfobromophthalein",
+ "Naphthoquine",
+ "Cefixime",
+ "Vintafolide",
+ "Propyl alcohol",
+ "Barbexaclone",
+ "Ceftizoxime",
+ "Fencamfamin",
+ "Valbenazine",
+ "Amlexanox",
+ "Methionine C-11",
+ "Etidronic acid",
+ "Padeliporfin",
+ "Terazosin",
+ "Tridihexethyl",
+ "Nialamide",
+ "Dimetotiazine",
+ "Mepyramine",
+ "Biotin",
+ "Tosufloxacin",
+ "Meprednisone",
+ "Methallenestril",
+ "Trapidil",
+ "Naphazoline",
+ "Phylloquinone",
+ "Betazole",
+ "Icatibant",
+ "Oxyphenisatin",
+ "Demecarium",
+ "Cyclobenzaprine",
+ "Linsidomine",
+ "Hexoprenaline",
+ "Chlorphenesin",
+ "Cimetropium",
+ "Remikiren",
+ "Pyrazole",
+ "Tianeptine",
+ "Mesalazine",
+ "Altretamine",
+ "Acetarsol",
+ "Hexafluronium",
+ "Granisetron",
+ "Hydrocodone",
+ "Pirfenidone",
+ "Empagliflozin",
+ "Phenobarbital",
+ "P-Cresol",
+ "Canagliflozin",
+ "Proxyphylline",
+ "Methenamine",
+ "Butaperazine",
+ "Dihydroergocristine",
+ "Rimexolone",
+ "Acefylline",
+ "Oritavancin",
+ "Ouabain",
+ "Drotaverine",
+ "Melevodopa",
+ "Hydroflumethiazide",
+ "Chlorthalidone",
+ "Carisbamate",
+ "Loperamide oxide",
+ "Boceprevir",
+ "Pramipexole",
+ "Iodipamide",
+ "Adrenalone",
+ "Cetrorelix",
+ "Delafloxacin",
+ "Fluciclovine (18F)",
+ "Naproxcinod",
+ "Sulfadoxine",
+ "Vinflunine",
+ "Thiethylperazine",
+ "Tyropanoic acid",
+ "Cimetidine",
+ "Bentazepam",
+ "Flupirtine",
+ "Sapropterin",
+ "Ranolazine",
+ "Bitolterol",
+ "Udenafil",
+ "Methylestrenolone",
+ "Fluorescein",
+ "Uracil",
+ "Ivermectin",
+ "Tirbanibulin",
+ "Roxatidine acetate",
+ "Amodiaquine",
+ "Tazarotene",
+ "Tafluprost",
+ "Ferrous aspartate",
+ "Ephedrine",
+ "Noxytiolin",
+ "Lamotrigine",
+ "Bleomycin",
+ "Benzylpenicillin",
+ "Etamivan",
+ "Mifepristone",
+ "Toremifene",
+ "Ramelteon",
+ "Zopiclone",
+ "P-Anisic Acid",
+ "Nomifensine",
+ "Sulbenicillin",
+ "Tolnaftate",
+ "F-Loop of Vitamin B12",
+ "Tegaserod",
+ "Quazepam",
+ "Alprostadil",
+ "Papaverine",
+ "Diflunisal",
+ "Retapamulin",
+ "Sodium phosphate, monobasic",
+ "Flunoxaprofen",
+ "Estradiol",
+ "Trimethaphan",
+ "Doxercalciferol",
+ "Amorolfine",
+ "Palonosetron",
+ "Benfotiamine",
+ "Pimecrolimus",
+ "Imolamine",
+ "Bepridil",
+ "Pregabalin",
+ "Pacritinib",
+ "Phenazocine",
+ "Mechlorethamine",
+ "Fluocortin",
+ "Lopinavir",
+ "Acetohexamide",
+ "Scopolamine",
+ "Vincamine",
+ "Flavoxate",
+ "Sodium chloride",
+ "Sulfamazone",
+ "Isoconazole",
+ "Mexazolam",
+ "Gadobenic acid",
+ "Dactinomycin",
+ "Quinidine",
+ "Rivaroxaban",
+ "Ibuproxam",
+ "Buflomedil",
+ "Nitrendipine",
+ "Propiomazine",
+ "Chloral hydrate",
+ "Chlorcyclizine",
+ "Pivagabine",
+ "Bendamustine",
+ "Deucravacitinib",
+ "Floxuridine",
+ "Eflornithine",
+ "Carbutamide",
+ "Mitiglinide",
+ "Fexofenadine",
+ "Stiripentol",
+ "Cetirizine",
+ "Pantethine",
+ "Estetrol",
+ "Donepezil",
+ "Odevixibat",
+ "Loperamide",
+ "Fenfluramine",
+ "Bupropion",
+ "Carbromal",
+ "Ferric maltol",
+ "Flurandrenolide",
+ "Isopropyl alcohol",
+ "Hydralazine",
+ "Iopromide",
+ "Haloperidol",
+ "Mebendazole",
+ "Bicalutamide",
+ "Tramadol",
+ "Nitric Oxide",
+ "Melperone",
+ "Phensuximide",
+ "Prucalopride",
+ "Brompheniramine",
+ "Atovaquone",
+ "Mazaticol",
+ "Efavirenz",
+ "Trimethoprim",
+ "Carbuterol",
+ "Eletriptan",
+ "Mepenzolate",
+ "Capmatinib",
+ "Elbasvir",
+ "Phenolsulfonphthalein",
+ "Carbamazepine",
+ "Desmopressin",
+ "Imiquimod",
+ "Candicidin",
+ "Emtricitabine",
+ "Zanamivir",
+ "Succinylsulfathiazole",
+ "Pirarubicin",
+ "Taurolidine",
+ "Everolimus",
+ "Prazepam",
+ "Camphor",
+ "Pizotifen",
+ "Oxandrolone",
+ "Minocycline",
+ "Acetaminophen",
+ "Sulfacetamide",
+ "Etretinate",
+ "Vindesine",
+ "Minaprine",
+ "Clenbuterol",
+ "Gamolenic acid",
+ "Glafenine",
+ "Idebenone",
+ "Encorafenib",
+ "Veliparib",
+ "Etonogestrel",
+ "Acetic acid",
+ "Plerixafor",
+ "Fumagillin",
+ "Iohexol",
+ "Cinolazepam",
+ "Reproterol",
+ "Linaclotide",
+ "Halothane",
+ "Phenformin",
+ "Clozapine",
+ "Hydrocortisone aceponate",
+ "Omeprazole",
+ "Thiamphenicol",
+ "Metenolone",
+ "Carbenoxolone",
+ "Canrenoic acid",
+ "Propacetamol",
+ "Eravacycline",
+ "Butalbital",
+ "Cyclopenthiazide",
+ "Potassium",
+ "Tiocarlide",
+ "Vemurafenib",
+ "Hydromorphone",
+ "Axitinib",
+ "Amsacrine",
+ "Ipratropium",
+ "Tolmetin",
+ "Dobesilic acid",
+ "Aurotioprol",
+ "Ximelagatran",
+ "Xenysalate",
+ "Relugolix",
+ "Rifapentine",
+ "Moxifloxacin",
+ "Prazosin",
+ "Niflumic acid",
+ "Cabozantinib",
+ "Prenylamine",
+ "Polmacoxib",
+ "Cyclothiazide",
+ "Ioxilan",
+ "Inositol nicotinate",
+ "Befunolol",
+ "Penciclovir",
+ "Trimetrexate",
+ "Sennosides",
+ "Pentoxifylline",
+ "Calcium lactate",
+ "Rescinnamine",
+ "Cyfluthrin",
+ "Oxamniquine",
+ "Acetophenazine",
+ "Peficitinib",
+ "Erdafitinib",
+ "(S)-butane-1,3-diol",
+ "Undecylenic acid",
+ "Ethotoin",
+ "Podofilox",
+ "Pyridoxine",
+ "Dexlansoprazole",
+ "Lamivudine",
+ "Ingenol mebutate",
+ "Abiraterone",
+ "Erlotinib",
+ "Migalastat",
+ "Dicyclomine",
+ "Indium In-111 pentetate",
+ "Magnesium carbonate",
+ "Rociletinib",
+ "Lanthanum carbonate",
+ "Protionamide",
+ "Felbinac",
+ "Deanol",
+ "Cyclacillin",
+ "Tolvaptan",
+ "Spiramycin",
+ "Miconazole",
+ "Cefotetan",
+ "Droxicam",
+ "Sodium fluoride",
+ "Merbromin",
+ "Loprazolam",
+ "Diacerein",
+ "Tocainide",
+ "Trolamine",
+ "Tamoxifen",
+ "Benzocaine",
+ "Methyldopa",
+ "Brimonidine",
+ "Esmolol",
+ "Amiodarone",
+ "Tolbutamide",
+ "Letermovir",
+ "Progesterone",
+ "Temsirolimus",
+ "Codeine",
+ "Telaprevir",
+ "Methylnaltrexone",
+ "Diltiazem",
+ "Iloperidone",
+ "Alitretinoin",
+ "Lumateperone",
+ "Ciclopirox",
+ "Sertindole",
+ "Levofloxacin",
+ "Efaproxiral",
+ "Calcifediol",
+ "Chlorprothixene",
+ "Relebactam",
+ "Fenquizone",
+ "Rifabutin",
+ "Mometasone furoate",
+ "Tioxolone",
+ "Daprodustat",
+ "Nabumetone",
+ "Guanethidine",
+ "Bromochlorosalicylanilide",
+ "Frovatriptan",
+ "Alclofenac",
+ "Azacitidine",
+ "Istradefylline",
+ "Nitrous oxide",
+ "Amprenavir",
+ "Heptaminol",
+ "Sisomicin",
+ "Fosamprenavir",
+ "Cefadroxil",
+ "Permethrin",
+ "Mephenesin",
+ "Phenibut",
+ "Bufexamac",
+ "Talampicillin",
+ "Prednimustine",
+ "Mannitol",
+ "Thalidomide",
+ "Cefditoren",
+ "Salicylamide",
+ "Sofosbuvir",
+ "Ketoconazole",
+ "Morphine",
+ "Ruxolitinib",
+ "Pirprofen",
+ "Xamoterol",
+ "Cefpirome",
+ "Tritoqualine",
+ "Metandienone",
+ "Iopamidol",
+ "Beclabuvir",
+ "Lurbinectedin",
+ "Maribavir",
+ "Tymazoline",
+ "Hydroxyurea",
+ "Sirolimus",
+ "Gentamicin",
+ "Nalorphine",
+ "Mivacurium",
+ "Phenoxymethylpenicillin",
+ "Meptazinol",
+ "Inositol",
+ "Vorapaxar",
+ "Oteseconazole",
+ "Ciclobendazole",
+ "Ajmaline",
+ "Sulfadimethoxine",
+ "Florbetaben (18F)",
+ "Olaparib",
+ "Muzolimine",
+ "Perampanel",
+ "Etomidate",
+ "Ethylmorphine",
+ "Phenoxybenzamine",
+ "Carindacillin",
+ "Thioridazine",
+ "Acetyldigoxin",
+ "Cloxazolam",
+ "Paritaprevir",
+ "Benoxaprofen",
+ "Palovarotene",
+ "Oxyphenbutazone",
+ "Regadenoson",
+ "Pentobarbital",
+ "Saxagliptin",
+ "Laevulinic Acid",
+ "Pitavastatin",
+ "Temazepam",
+ "Teriflunomide",
+ "Nicofuranose",
+ "Bexarotene",
+ "Piracetam",
+ "Hexobarbital",
+ "Darolutamide",
+ "Iocarmic acid",
+ "Bioallethrin",
+ "Dequalinium",
+ "Chlorquinaldol",
+ "Mequinol",
+ "Celiprolol",
+ "Laquinimod",
+ "N,N-dimethylglycine",
+ "Enviomycin",
+ "Irinotecan",
+ "Torasemide",
+ "Polidocanol",
+ "Dabrafenib",
+ "Glimepiride",
+ "Methotrimeprazine",
+ "Olsalazine",
+ "Isepamicin",
+ "Clobetasone",
+ "Carmustine",
+ "Gonadorelin",
+ "Efloxate",
+ "Xylometazoline",
+ "Vildagliptin",
+ "Rociverine",
+ "Imidazole salicylate",
+ "Sodium lauryl sulfoacetate",
+ "Meglumine antimoniate",
+ "Bezitramide",
+ "Difenpiramide",
+ "Mitomycin",
+ "Methysergide",
+ "Alfentanil",
+ "Idrocilamide",
+ "Bambuterol",
+ "Acetazolamide",
+ "Ataluren",
+ "Oxabolone cipionate",
+ "Nordazepam",
+ "Methylprednisolone aceponate",
+ "Midecamycin",
+ "Clorindione",
+ "Enoxacin",
+ "Tretinoin",
+ "Ozenoxacin",
+ "Formestane",
+ "Cefmenoxime",
+ "Norfloxacin",
+ "Choline alfoscerate",
+ "Topiramate",
+ "Dolasetron",
+ "Amitriptyline",
+ "Procyclidine",
+ "Alosetron",
+ "Calcium glubionate anhydrous",
+ "Pyrimethamine",
+ "Tivozanib",
+ "Pazopanib",
+ "Quinbolone",
+ "Bromodiphenhydramine",
+ "Medroxyprogesterone acetate",
+ "Pasireotide",
+ "Loxoprofen",
+ "Flumedroxone",
+ "Favipiravir",
+ "Oxprenolol",
+ "Isoflurane",
+ "Inosine",
+ "Sulfoxone",
+ "Methyl aminolevulinate",
+ "Vapreotide",
+ "Lercanidipine",
+ "Rokitamycin",
+ "Mephenytoin",
+ "Bethanechol",
+ "Bamifylline",
+ "Cinchocaine",
+ "Lurasidone",
+ "Cefaloridine",
+ "Styramate",
+ "Tirilazad",
+ "Netarsudil",
+ "Sulfamethoxazole",
+ "Broxyquinoline",
+ "Antipyrine",
+ "Triamterene",
+ "Nelfinavir",
+ "Metamizole",
+ "Bendroflumethiazide",
+ "Prasterone",
+ "Alfaxalone",
+ "Copanlisib",
+ "Tolperisone",
+ "Cyamemazine",
+ "Tolazamide",
+ "Vandetanib",
+ "Tetragalacturonic acid hydroxymethylester",
+ "Gadoversetamide",
+ "Sodium stibogluconate",
+ "Lenvatinib",
+ "Carglumic acid",
+ "Fipexide",
+ "Tiracizine",
+ "Prednylidene",
+ "Cefodizime",
+ "Melphalan",
+ "Apronalide",
+ "Protiofate",
+ "Nepinalone",
+ "Methocarbamol",
+ "Tilbroquinol",
+ "Quifenadine",
+ "Furazolidone",
+ "Atazanavir",
+ "Sincalide",
+ "Quinagolide",
+ "Florbetapir (18F)",
+ "Revefenacin",
+ "Risdiplam",
+ "Cicletanine",
+ "Unoprostone",
+ "Crizotinib",
+ "Levomethadone",
+ "Casopitant",
+ "Acrivastine",
+ "Methoxamine",
+ "N-methylnicotinamide",
+ "Rupatadine",
+ "Cloranolol",
+ "Pleconaril",
+ "Enprostil",
+ "Indigotindisulfonic acid",
+ "Umifenovir",
+ "Chloroquine",
+ "Olodaterol",
+ "Mitoxantrone",
+ "Ethylestrenol",
+ "Iodixanol",
+ "Propentofylline",
+ "Dopexamine",
+ "Mephentermine",
+ "Benzonatate",
+ "Propiverine",
+ "Loteprednol",
+ "Copper usnate",
+ "Dienogest",
+ "Tisopurine",
+ "Rocuronium",
+ "Difenoxin",
+ "Naloxone",
+ "Droxidopa",
+ "Triazolam",
+ "Sultopride",
+ "Dropropizine",
+ "Clefamide",
+ "Tubocurarine",
+ "Bithionol",
+ "Vardenafil",
+ "Fenspiride",
+ "Nicofetamide",
+ "Paramethasone",
+ "Cefminox",
+ "Omacetaxine mepesuccinate",
+ "Sulfacytine",
+ "Thiabendazole",
+ "Argatroban",
+ "Etidocaine",
+ "Trovafloxacin",
+ "Niraparib",
+ "Clonidine",
+ "Eprazinone",
+ "Sodium feredetate",
+ "Creatinolfosfate",
+ "Chlorpromazine",
+ "Nimustine",
+ "Metisazone",
+ "Sodium glycerophosphate",
+ "Nefazodone",
+ "Ritodrine",
+ "Cefpiramide",
+ "Iodine (131I) norcholesterol",
+ "Arsthinol",
+ "Temafloxacin",
+ "Regorafenib",
+ "Moexipril",
+ "Terizidone",
+ "Midostaurin",
+ "Isoniazid",
+ "Flubendazole",
+ "Nicotinyl alcohol",
+ "Zomepirac",
+ "Loxapine",
+ "Prilocaine",
+ "Methimazole",
+ "Tafenoquine",
+ "Zinc ascorbate",
+ "Methionine",
+ "Demoxytocin",
+ "Secobarbital",
+ "Paraldehyde",
+ "Betaine",
+ "Bopindolol",
+ "Valsartan",
+ "Acetylcarnitine",
+ "Ethacizine",
+ "Tacrolimus",
+ "Tirofiban",
+ "Perphenazine",
+ "Ciprofibrate",
+ "Gatifloxacin",
+ "Atenolol",
+ "Tretoquinol",
+ "Betamethasone",
+ "Auranofin",
+ "Efinaconazole",
+ "Danazol",
+ "Hetacillin",
+ "Haloprogin",
+ "Pentamycin",
+ "Cefazolin",
+ "Dobutamine",
+ "Nandrolone",
+ "Levetiracetam",
+ "Almitrine",
+ "Conivaptan",
+ "Idarubicin",
+ "Sitafloxacin",
+ "Teclozan",
+ "Sulfaisodimidine",
+ "Miltefosine",
+ "Digitoxin",
+ "Mitapivat",
+ "Beta carotene",
+ "Coblopasvir",
+ "Cefalotin",
+ "Fentonium",
+ "Clometocillin",
+ "Isavuconazole",
+ "Rimonabant",
+ "Methsuximide",
+ "Dutasteride",
+ "Tenonitrozole",
+ "Gusperimus",
+ "Losartan",
+ "Spironolactone",
+ "Etacrynic acid",
+ "Methoserpidine",
+ "Carmofur",
+ "Gadodiamide",
+ "Penamecillin",
+ "Neratinib",
+ "Clomifene",
+ "Flumazenil",
+ "Clavulanic acid",
+ "Sonidegib",
+ "Hexachlorophene",
+ "Flutemetamol (18F)",
+ "Almotriptan",
+ "Sulfaperin",
+ "Clebopride",
+ "Carvedilol",
+ "Chloroprednisone",
+ "Homatropine methylbromide",
+ "Meperidine",
+ "Sulfamoxole",
+ "Troxipide",
+ "Cloxacillin",
+ "Pralidoxime",
+ "Ceftaroline fosamil",
+ "Nateglinide",
+ "Cerivastatin",
+ "Dixyrazine",
+ "Ticlopidine",
+ "Dimethylaminopropionylphenothiazine",
+ "Bendazac",
+ "Ioglycamic acid",
+ "Nelarabine",
+ "Prenalterol",
+ "Artenimol",
+ "Ziprasidone",
+ "Buspirone",
+ "Mexiletine",
+ "Zonisamide",
+ "Olmutinib",
+ "Indoramin",
+ "Telavancin",
+ "Metrizamide",
+ "Verapamil",
+ "Carbinoxamine",
+ "Benzimidazole",
+ "Mizolastine",
+ "Nitazoxanide",
+ "Selexipag",
+ "Mifamurtide",
+ "Benorilate",
+ "Avapritinib",
+ "Biperiden",
+ "Butyl alcohol",
+ "Thymopentin",
+ "Clopenthixol",
+ "Hydrocortisone probutate",
+ "Calcium glucoheptonate",
+ "Ceftriaxone",
+ "Vorinostat",
+ "Benzbromarone",
+ "Estazolam",
+ "Lumacaftor",
+ "Flecainide",
+ "Mefenamic acid",
+ "Aprepitant",
+ "Ulobetasol",
+ "Zucapsaicin",
+ "Glutethimide",
+ "Rosuvastatin",
+ "Cefotiam",
+ "Clotiazepam",
+ "Levonorgestrel",
+ "Zafirlukast",
+ "Ifosfamide",
+ "Bekanamycin",
+ "Butalamine",
+ "Fludiazepam",
+ "Monoxerutin",
+ "Agomelatine",
+ "Pyrantel",
+ "Magnesium aspartate",
+ "Sugammadex",
+ "Tenofovir alafenamide",
+ "Phencyclidine",
+ "Lysine",
+ "Tedizolid",
+ "Linagliptin",
+ "Docosanol",
+ "Nafarelin",
+ "Paroxetine",
+ "Ozanimod",
+ "Gepefrine",
+ "Triflusal",
+ "Avatrombopag",
+ "Eprosartan",
+ "Lisinopril",
+ "Butanilicaine",
+ "Cefsulodin",
+ "Josamycin",
+ "Pinacidil",
+ "Alprenolol",
+ "Apixaban",
+ "Biapenem",
+ "Aldosterone",
+ "Acadesine",
+ "Calcipotriol",
+ "Ibandronate",
+ "Zuclopenthixol",
+ "Acetamide",
+ "Framycetin",
+ "Sulfanilamide",
+ "Nitroglycerin",
+ "Triethylenetetramine",
+ "Acetyldigitoxin",
+ "Aminobenzoic acid",
+ "Piritramide",
+ "Sulfapyridine",
+ "Romidepsin",
+ "Lidoflazine",
+ "Citiolone",
+ "Phenytoin",
+ "Testosterone",
+ "Ampicillin",
+ "Tadalafil",
+ "Benfluorex",
+ "Oxcarbazepine",
+ "Solifenacin",
+ "Chloramphenicol",
+ "Tioclomarol",
+ "Eplerenone",
+ "Eltrombopag",
+ "Cephalexin",
+ "Temocapril",
+ "Itacitinib",
+ "Pyritinol",
+ "Dimethyl sulfoxide",
+ "Iodamide",
+ "Penthienate",
+ "Cinchophen",
+ "Piperidione",
+ "Penicillamine",
+ "Delavirdine",
+ "Fluticasone",
+ "Nifenazone",
+ "Calcitriol",
+ "Apremilast",
+ "Ferrous glycine sulfate",
+ "Aprobarbital",
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+ "umap_df = pd.DataFrame(fittedumap, columns=['UMAP Component 1', 'UMAP Component 2'])\n",
+ "umap_df['Drug'] = adjacency_matrix.columns\n",
+ "\n",
+ "\n",
+ "fig = px.scatter(umap_df, x='UMAP Component 1', y='UMAP Component 2', hover_name='Drug', title='UMAP Visualization of Drug Interactions')\n",
+ "\n",
+ "fig.show()"
+ ]
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+ "tsne = TSNE(n_components=2, perplexity=30, random_state=42)\n",
+ "fittedtsne = tsne.fit_transform(adjacency_matrix)\n"
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t-SNE Component 1=%{x}
t-SNE Component 2=%{y}",
+ "hovertext": [
+ "Dapoxetine",
+ "Baloxavir marboxil",
+ "Suloctidil",
+ "Epirubicin",
+ "Eszopiclone",
+ "Acetylsalicylic acid",
+ "Vinblastine",
+ "Metampicillin",
+ "Iopentol",
+ "Parecoxib",
+ "Alverine",
+ "Dicoumarol",
+ "Magnesium citrate",
+ "Esatenolol",
+ "Norepinephrine",
+ "Selinexor",
+ "Naftazone",
+ "Ethinylestradiol",
+ "Clofibrate",
+ "Dexmedetomidine",
+ "Suxibuzone",
+ "Levomilnacipran",
+ "Nepafenac",
+ "Phenindione",
+ "Lemborexant",
+ "Nifedipine",
+ "Primidone",
+ "Glycine",
+ "Panobinostat",
+ "Milrinone",
+ "Acetylcholine",
+ "Carboprost tromethamine",
+ "Niacin",
+ "Riociguat",
+ "Emedastine",
+ "Tiludronic acid",
+ "Chloroxylenol",
+ "Azelastine",
+ "Cefapirin",
+ "Chloroprocaine",
+ "Morniflumate",
+ "Baclofen",
+ "Butenafine",
+ "Verteporfin",
+ "Potassium bicarbonate",
+ "Pilocarpine",
+ "Dasatinib",
+ "Pramiracetam",
+ "Nicotine",
+ "Sulconazole",
+ "Clobazam",
+ "Diloxanide",
+ "Venetoclax",
+ "Methantheline",
+ "Esketamine",
+ "Hydroxychloroquine",
+ "Fentanyl",
+ "Ornidazole",
+ "Piromidic acid",
+ "Ergometrine",
+ "Eribulin",
+ "Bucladesine",
+ "Oxycodone",
+ "Dexpanthenol",
+ "Amphotericin B",
+ "Norgestrel",
+ "Desonide",
+ "Ioglicic acid",
+ "Norethisterone",
+ "Barbital",
+ "Propenidazole",
+ "Piperazine",
+ "Otilonium",
+ "Fluperolone",
+ "Doxylamine",
+ "Iodocholesterol (131I)",
+ "Ethyl biscoumacetate",
+ "Gefitinib",
+ "Thiocolchicoside",
+ "Ciprofloxacin",
+ "Chenodeoxycholic acid",
+ "Ethacridine",
+ "Fludrocortisone",
+ "Tetraferric tricitrate decahydrate",
+ "Etifoxine",
+ "Cefonicid",
+ "Remimazolam",
+ "Promethazine",
+ "Tetracaine",
+ "Oxyquinoline",
+ "Capecitabine",
+ "Fesoterodine",
+ "Tenoxicam",
+ "Sulfaguanidine",
+ "Benzyl alcohol",
+ "Azlocillin",
+ "Beclomethasone dipropionate",
+ "Trazodone",
+ "Rasagiline",
+ "Xipamide",
+ "Metahexamide",
+ "Dichlorobenzyl alcohol",
+ "Rifamycin",
+ "Ethionamide",
+ "Raloxifene",
+ "Ezogabine",
+ "Lasmiditan",
+ "Rabeprazole",
+ "Levamisole",
+ "Fenyramidol",
+ "Elexacaftor",
+ "Bromhexine",
+ "Sarecycline",
+ "Fedratinib",
+ "Metoprolol",
+ "Benzilone",
+ "Sequifenadine",
+ "Cyclobutyrol",
+ "Talazoparib",
+ "Cefotaxime",
+ "Etoposide",
+ "Fusidic acid",
+ "Magnesium orotate",
+ "Valnoctamide",
+ "Grepafloxacin",
+ "Mefloquine",
+ "Epicillin",
+ "Dextromoramide",
+ "Acalabrutinib",
+ "Amcinonide",
+ "Acipimox",
+ "Pemigatinib",
+ "Glipizide",
+ "Trimipramine",
+ "Technetium Tc-99m oxidronate",
+ "Benzthiazide",
+ "Cabergoline",
+ "Ripretinib",
+ "Benznidazole",
+ "Rofecoxib",
+ "Bictegravir",
+ "Etamsylate",
+ "Ticagrelor",
+ "Cromoglicic acid",
+ "Lacosamide",
+ "Melphalan flufenamide",
+ "Chlorotrianisene",
+ "Hydroquinone",
+ "Estrone",
+ "Clopidogrel",
+ "Glasdegib",
+ "Acetyldihydrocodeine",
+ "Lisdexamfetamine",
+ "Pyrazinamide",
+ "Epanolol",
+ "Cisapride",
+ "Vecuronium",
+ "Epomediol",
+ "Indinavir",
+ "Colchicine",
+ "Hydroxyethylpromethazine",
+ "Toloxatone",
+ "Benidipine",
+ "Iobenzamic acid",
+ "Tibezonium iodide",
+ "Letrozole",
+ "Prednicarbate",
+ "Aceclofenac",
+ "Sucrose",
+ "Bilastine",
+ "Bisoprolol",
+ "Ziconotide",
+ "Icotinib",
+ "Pindolol",
+ "Carbamoylcholine",
+ "Terbutaline",
+ "Sertaconazole",
+ "Sparfloxacin",
+ "Plicamycin",
+ "Dopamine",
+ "Sotagliflozin",
+ "Flutamide",
+ "Oxiconazole",
+ "Methaqualone",
+ "Flumequine",
+ "Decitabine",
+ "Dexamethasone",
+ "Mitobronitol",
+ "Dipivefrin",
+ "Dichlorophen",
+ "2-Ethoxyethanol",
+ "Lesinurad",
+ "Aprindine",
+ "Carfilzomib",
+ "Diazepam",
+ "Phenyl salicylate",
+ "Lovastatin",
+ "Piperaquine",
+ "Orphenadrine",
+ "Montelukast",
+ "Chlordiazepoxide",
+ "Amifostine",
+ "Indacaterol",
+ "Racecadotril",
+ "Pyronaridine",
+ "Oxyphenonium",
+ "Phentolamine",
+ "Nicotinamide",
+ "Histamine",
+ "Octinoxate",
+ "Cadralazine",
+ "Brincidofovir",
+ "Formoterol",
+ "Cyclophosphamide",
+ "Butobarbital",
+ "Arbutamine",
+ "Cytarabine",
+ "Metixene",
+ "Disopyramide",
+ "Pirbuterol",
+ "Pheneturide",
+ "Manidipine",
+ "Ombitasvir",
+ "Fluindione",
+ "Pecilocin",
+ "Hydroxyzine",
+ "Desoximetasone",
+ "Iproniazid",
+ "Phenazopyridine",
+ "Gestonorone",
+ "Droperidol",
+ "Troxerutin",
+ "Stavudine",
+ "Dichloralphenazone",
+ "Natamycin",
+ "Cefetamet",
+ "Heptabarbital",
+ "Midazolam",
+ "Ketoprofen",
+ "Gadobutrol",
+ "Cilansetron",
+ "Fluvastatin",
+ "Hydrocortisone butyrate",
+ "Clascoterone",
+ "Pivampicillin",
+ "Pyrithyldione",
+ "Suvorexant",
+ "Methylpentynol",
+ "Oxymetholone",
+ "Metharbital",
+ "Lonazolac",
+ "Etizolam",
+ "Aloglutamol",
+ "Allylestrenol",
+ "Mafenide",
+ "Dacomitinib",
+ "Sulprostone",
+ "Proxibarbal",
+ "Exemestane",
+ "Pramocaine",
+ "Potassium lactate",
+ "Sulfatolamide",
+ "Phloroglucinol",
+ "Pitolisant",
+ "Meclizine",
+ "Mercaptopurine",
+ "Lifitegrast",
+ "Ioversol",
+ "Carbetocin",
+ "Lindane",
+ "Valproic acid",
+ "Cefuroxime",
+ "Dexrazoxane",
+ "Nitrofural",
+ "Irbesartan",
+ "Calcium chloride",
+ "Propantheline",
+ "Pidolic acid",
+ "Liothyronine",
+ "Obidoxime",
+ "Flurbiprofen",
+ "Calcium silicate",
+ "Theobromine",
+ "Vidarabine",
+ "Fluorometholone",
+ "Tixocortol",
+ "Ridaforolimus",
+ "Lusutrombopag",
+ "Levosimendan",
+ "Etynodiol",
+ "Sotorasib",
+ "Chlorambucil",
+ "Fluticasone furoate",
+ "Bupivacaine",
+ "Cefradine",
+ "Calcium Phosphate",
+ "Tetracycline",
+ "Silodosin",
+ "Succinylcholine",
+ "Tenofovir",
+ "Methadone",
+ "Technetium Tc-99m etifenin",
+ "Carbimazole",
+ "Repaglinide",
+ "Tapentadol",
+ "Flumethasone",
+ "Tromantadine",
+ "Aloxiprin",
+ "Alsactide",
+ "Amlodipine",
+ "Mersalyl",
+ "Ibutilide",
+ "Streptomycin",
+ "Desloratadine",
+ "Tiazofurine",
+ "Sodium citrate",
+ "Glymidine",
+ "Bacitracin",
+ "Iobenguane",
+ "Brotizolam",
+ "Ketamine",
+ "Metrifonate",
+ "Erdosteine",
+ "Ixabepilone",
+ "Streptozocin",
+ "Nalmefene",
+ "Pamiparib",
+ "Isradipine",
+ "Vancomycin",
+ "Furosemide",
+ "Osimertinib",
+ "Solriamfetol",
+ "Fructose",
+ "Glecaprevir",
+ "Lasofoxifene",
+ "Etilefrine",
+ "Entecavir",
+ "Cyproterone acetate",
+ "Lactic acid",
+ "Propanoic acid",
+ "Molindone",
+ "Entrectinib",
+ "Sulfametomidine",
+ "Fenoverine",
+ "Lomitapide",
+ "Cannabidiol",
+ "Oxygen",
+ "Phentermine",
+ "Miglustat",
+ "Iodohippurate sodium I-131",
+ "Clofedanol",
+ "Acetylglycinamide chloral hydrate",
+ "Rimegepant",
+ "Trilaciclib",
+ "Iotroxic acid",
+ "Ganaxolone",
+ "Sulfathiourea",
+ "Meloxicam",
+ "Plazomicin",
+ "Amantadine",
+ "Clotrimazole",
+ "Astemizole",
+ "Indomethacin",
+ "Gadopentetic acid",
+ "Bamethan",
+ "Dihydroergotamine",
+ "Risperidone",
+ "Fluconazole",
+ "Moxidectin",
+ "Fluanisone",
+ "Nylidrin",
+ "Erythrityl tetranitrate",
+ "Dinoprost",
+ "Bromopride",
+ "Calcium citrate",
+ "Dabigatran etexilate",
+ "Famciclovir",
+ "Fenoldopam",
+ "Tiagabine",
+ "Pyruvic acid",
+ "Sulfameter",
+ "Dexibuprofen",
+ "Methoxyflurane",
+ "Moxonidine",
+ "Cloprednol",
+ "Butoconazole",
+ "Tofisopam",
+ "Captopril",
+ "Oxeladin",
+ "Valganciclovir",
+ "Epitizide",
+ "Afatinib",
+ "Rucaparib",
+ "Meropenem",
+ "Tropisetron",
+ "Ferric sodium citrate",
+ "Amphetamine",
+ "Benzethonium",
+ "Clomipramine",
+ "Cinoxacin",
+ "Capreomycin",
+ "Troglitazone",
+ "Lumefantrine",
+ "Ramipril",
+ "Hexylresorcinol",
+ "Sulfathiazole",
+ "Probenecid",
+ "Itopride",
+ "Virginiamycin",
+ "Olaflur",
+ "Profenamine",
+ "Phenolphthalein",
+ "Deferoxamine",
+ "Oxybuprocaine",
+ "Maprotiline",
+ "Clevudine",
+ "Potassium perchlorate",
+ "Fenpiverinium",
+ "Obeticholic acid",
+ "Safinamide",
+ "Phenol",
+ "Dapiprazole",
+ "Diosmin",
+ "Ethchlorvynol",
+ "Indoprofen",
+ "Lacidipine",
+ "Deutetrabenazine",
+ "Iron sucrose",
+ "Moperone",
+ "Enzalutamide",
+ "Betrixaban",
+ "Metipranolol",
+ "Nifurtimox",
+ "Uracil mustard",
+ "Difelikefalin",
+ "Entinostat",
+ "Ivacaftor",
+ "Oxetacaine",
+ "Mebutizide",
+ "Quinine",
+ "Benzoctamine",
+ "Ethanol",
+ "Cobimetinib",
+ "Saquinavir",
+ "Dienestrol",
+ "Encainide",
+ "2-Fluoroaniline",
+ "Zipeprol",
+ "Daclatasvir",
+ "Patent Blue",
+ "Phenylbutyric acid",
+ "Aminolevulinic acid",
+ "Ethanolamine oleate",
+ "Pheniramine",
+ "Lonidamine",
+ "Celecoxib",
+ "Fenozolone",
+ "Tripelennamine",
+ "Tertatolol",
+ "Pargyline",
+ "Ponesimod",
+ "Amikacin",
+ "Dronabinol",
+ "Methohexital",
+ "Acyclovir",
+ "Deferasirox",
+ "Coenzyme M",
+ "Caspofungin",
+ "Rosoxacin",
+ "Fluorodopa (18F)",
+ "Darunavir",
+ "Linzagolix",
+ "Nisoldipine",
+ "Trabectedin",
+ "Propylthiouracil",
+ "Dantrolene",
+ "Progabide",
+ "Duloxetine",
+ "2-Methoxyethanol",
+ "Doxefazepam",
+ "Melagatran",
+ "Terguride",
+ "Oliceridine",
+ "Cyproheptadine",
+ "Goserelin",
+ "Methacholine",
+ "Roxithromycin",
+ "Palbociclib",
+ "Dextrothyroxine",
+ "Rebamipide",
+ "Pioglitazone",
+ "Lenacapavir",
+ "Lanatoside C",
+ "Kanamycin",
+ "Aluminium acetotartrate",
+ "Nizatidine",
+ "Alectinib",
+ "Nicardipine",
+ "Leflunomide",
+ "Econazole",
+ "Gliclazide",
+ "Mequitazine",
+ "Propafenone",
+ "Topotecan",
+ "Azanidazole",
+ "Fotemustine",
+ "Bevantolol",
+ "Alcaftadine",
+ "Bevonium",
+ "Troleandomycin",
+ "Bromotheophylline",
+ "Menadione",
+ "Calcium carbimide",
+ "Trimegestone",
+ "Lapatinib",
+ "Dosulepin",
+ "Gentian violet cation",
+ "Ubidecarenone",
+ "Sunitinib",
+ "Tafamidis",
+ "Foscarnet",
+ "Citric acid",
+ "Acetylleucine",
+ "Pipenzolate",
+ "Alogliptin",
+ "Mibefradil",
+ "Rufloxacin",
+ "Etilevodopa",
+ "Docetaxel",
+ "Difluocortolone",
+ "Periciazine",
+ "Chlorothiazide",
+ "Phenylephrine",
+ "Norfenefrine",
+ "Halcinonide",
+ "Phenacetin",
+ "Mirabegron",
+ "Fulvestrant",
+ "Methylergometrine",
+ "Procarbazine",
+ "Bedaquiline",
+ "Pipotiazine",
+ "Tetracosactide",
+ "Tolfenamic acid",
+ "Tobramycin",
+ "Glibornuride",
+ "Treosulfan",
+ "Pazufloxacin",
+ "Tiropramide",
+ "Bretylium",
+ "Nadolol",
+ "Alimemazine",
+ "Imatinib",
+ "Isoprenaline",
+ "Metacycline",
+ "Anagrelide",
+ "Remoxipride",
+ "Meclofenamic acid",
+ "Cefcapene",
+ "Ferric (59Fe) citrate",
+ "Ceftobiprole medocaril",
+ "Tamsulosin",
+ "Evogliptin",
+ "Oxaceprol",
+ "Acetylcysteine",
+ "Fumaric acid",
+ "Linezolid",
+ "Dibromotyrosine",
+ "Tasimelteon",
+ "Ceritinib",
+ "Azilsartan medoxomil",
+ "Glucosamine",
+ "Nimesulide",
+ "Technetium Tc-99m medronate",
+ "Benperidol",
+ "Escitalopram",
+ "2,4,6-Tribromophenol",
+ "Lactitol",
+ "Meprotixol",
+ "Belzutifan",
+ "Digoxin",
+ "Valpromide",
+ "Arimoclomol",
+ "Secnidazole",
+ "Pibrentasvir",
+ "Dapagliflozin",
+ "Rifampicin",
+ "Pyridostigmine",
+ "Idanpramine",
+ "Enasidenib",
+ "Sucralfate",
+ "Cloridarol",
+ "Paliperidone",
+ "Clevidipine",
+ "Vinburnine",
+ "Clomethiazole",
+ "Ebastine",
+ "Desipramine",
+ "Betaxolol",
+ "Alcuronium",
+ "Cupric sulfate",
+ "1,2-Dihydroxybenzene",
+ "Luliconazole",
+ "Idelalisib",
+ "Piperacillin",
+ "Hymecromone",
+ "Sibutramine",
+ "Flunitrazepam",
+ "Calcium acetate",
+ "Pipazethate",
+ "Ceruletide",
+ "Picotamide",
+ "Fluocortolone",
+ "Eprozinol",
+ "Demecolcine",
+ "Fenoterol",
+ "Maralixibat",
+ "Cypermethrin",
+ "Iotrolan",
+ "Zoledronic acid",
+ "Epoprostenol",
+ "Cetrimonium",
+ "Gemcitabine",
+ "Sodium tartrate",
+ "Tucatinib",
+ "Diclofenac",
+ "Penimepicycline",
+ "Ledipasvir",
+ "Iophendylate",
+ "Cisatracurium",
+ "Inosine pranobex",
+ "Fostamatinib",
+ "Nalfurafine",
+ "Captodiame",
+ "Edotreotide gallium Ga-68",
+ "Penbutolol",
+ "Methdilazine",
+ "Echothiophate",
+ "Lornoxicam",
+ "Nintedanib",
+ "Clopamide",
+ "Indocyanine green",
+ "Benzatropine",
+ "Aluminum chlorohydrate",
+ "Drospirenone",
+ "Pidotimod",
+ "Ripasudil",
+ "Triclofos",
+ "Medrysone",
+ "Sulfadicramide",
+ "Amifampridine",
+ "Tolazoline",
+ "Venlafaxine",
+ "Oxyphencyclimine",
+ "Telotristat",
+ "Ibrutinib",
+ "Nifurzide",
+ "Succinimide",
+ "Fostemsavir",
+ "Tazobactam",
+ "Dantron",
+ "Clarithromycin",
+ "Neltenexine",
+ "Phenindamine",
+ "Clofarabine",
+ "Latanoprost",
+ "Ketanserin",
+ "Butorphanol",
+ "Roxadustat",
+ "Cefepime",
+ "Felodipine",
+ "Sparteine",
+ "Hexetidine",
+ "Lomefloxacin",
+ "Oleandomycin",
+ "Pretomanid",
+ "Eperisone",
+ "Brinzolamide",
+ "Etofenamate",
+ "Trimetazidine",
+ "Mitotane",
+ "Deflazacort",
+ "Difetarsone",
+ "Cladribine",
+ "Sorbitol",
+ "Ranitidine",
+ "Mirtazapine",
+ "Ondansetron",
+ "Isocarboxazid",
+ "Clodronic acid",
+ "Meclocycline",
+ "Carbenicillin",
+ "Zorubicin",
+ "Sevelamer",
+ "Pholcodine",
+ "Ceftazidime",
+ "Levobupivacaine",
+ "Azelaic acid",
+ "Thiothixene",
+ "Urea",
+ "Cilazapril",
+ "Vilanterol",
+ "Adapalene",
+ "Flunarizine",
+ "Fusafungine",
+ "Oxycinchophen",
+ "P-Hydroxybenzaldehyde",
+ "Imipenem",
+ "Noscapine",
+ "Chlorpheniramine",
+ "Leucovorin",
+ "Metyrosine",
+ "Dorzolamide",
+ "Poldine",
+ "Aluminium acetoacetate",
+ "Rose bengal",
+ "Abarelix",
+ "Abacavir",
+ "Alprazolam",
+ "Amrubicin",
+ "Mycophenolic acid",
+ "Viloxazine",
+ "Vonoprazan",
+ "Triclabendazole",
+ "Halofantrine",
+ "Potassium gluconate",
+ "Flurazepam",
+ "Benzyl benzoate",
+ "Erythromycin",
+ "Bromperidol",
+ "Diodone",
+ "Bemegride",
+ "Sulthiame",
+ "Itraconazole",
+ "Fludeoxyglucose (18F)",
+ "Alpelisib",
+ "Salbutamol",
+ "Naproxen",
+ "Lafutidine",
+ "Lidocaine",
+ "Amisulpride",
+ "Lorazepam",
+ "Methapyrilene",
+ "Ornithine",
+ "Fondaparinux",
+ "Carfecillin",
+ "Histrelin",
+ "Megestrol acetate",
+ "Simvastatin",
+ "Procaine",
+ "Pyrvinium",
+ "Articaine",
+ "Timolol",
+ "Nimodipine",
+ "Mangafodipir",
+ "Griseofulvin",
+ "Fosfomycin",
+ "Etoricoxib",
+ "Adenosine",
+ "Opipramol",
+ "Voclosporin",
+ "Cisplatin",
+ "Temocillin",
+ "Tranexamic acid",
+ "Oxaprozin",
+ "Gestrinone",
+ "Guaifenesin",
+ "Fidaxomicin",
+ "Tolcapone",
+ "Aminosalicylic acid",
+ "Bisacodyl",
+ "Tenofovir disoproxil",
+ "Acarbose",
+ "Chloropyramine",
+ "Cycloserine",
+ "Entacapone",
+ "Dexbrompheniramine",
+ "Indapamide",
+ "Balsalazide",
+ "Phenylpropanolamine",
+ "Methylmethionine chloride",
+ "Olopatadine",
+ "Moclobemide",
+ "Triptorelin",
+ "Dapivirine",
+ "Dexrabeprazole",
+ "Azidamfenicol",
+ "Ropinirole",
+ "Hydroxyprogesterone",
+ "Sulfametrole",
+ "Mazindol",
+ "Cholic Acid",
+ "Rolitetracycline",
+ "Daunorubicin",
+ "Latamoxef",
+ "Mianserin",
+ "Tetryzoline",
+ "Benzylpenicilloyl polylysine",
+ "Nedocromil",
+ "Lodoxamide",
+ "Larotrectinib",
+ "Disulfiram",
+ "Fenbendazole",
+ "Dirithromycin",
+ "Fluoxetine",
+ "Sitagliptin",
+ "Pancuronium",
+ "Benzydamine",
+ "Oxitropium",
+ "Diethylcarbamazine",
+ "Nicergoline",
+ "Propranolol",
+ "Flibanserin",
+ "Bisoxatin",
+ "Risedronic acid",
+ "Riluzole",
+ "Pentostatin",
+ "Technetium Tc-99m mebrofenin",
+ "Gemifloxacin",
+ "Raltitrexed",
+ "Cholecalciferol",
+ "Moxisylyte",
+ "Ranimustine",
+ "Nafcillin",
+ "Tizanidine",
+ "Dinoprostone",
+ "Barnidipine",
+ "Lonafarnib",
+ "Quinethazone",
+ "Helium",
+ "Domiphen",
+ "Mometasone",
+ "Besifloxacin",
+ "Dapsone",
+ "Vortioxetine",
+ "Doxycycline",
+ "Trimazosin",
+ "Quinacrine",
+ "Naftifine",
+ "Ibacitabine",
+ "Meprobamate",
+ "Levonadifloxacin",
+ "Trihexyphenidyl",
+ "Afamelanotide",
+ "Piroxicam",
+ "Berotralstat",
+ "Etodolac",
+ "Clioquinol",
+ "Pentoxyverine",
+ "Pipemidic acid",
+ "Polymyxin B",
+ "Travoprost",
+ "Peruvoside",
+ "Cefroxadine",
+ "Lefamulin",
+ "Chlorphenoxamine",
+ "Nitrazepam",
+ "Dyphylline",
+ "Metoclopramide",
+ "Chlorzoxazone",
+ "Zolmitriptan",
+ "Picosulfuric acid",
+ "Spaglumic acid",
+ "Sulpiride",
+ "Levocarnitine",
+ "Gefapixant",
+ "Ioxitalamic acid",
+ "Trospium",
+ "Levodropropizine",
+ "Isosorbide mononitrate",
+ "Trandolapril",
+ "Diclofenamide",
+ "Tetrabenazine",
+ "Aluminium clofibrate",
+ "Pexidartinib",
+ "Clofoctol",
+ "Tecovirimat",
+ "Fluorouracil",
+ "Ketobemidone",
+ "Mepivacaine",
+ "Molsidomine",
+ "Phosphocreatine",
+ "Cefdinir",
+ "Procainamide",
+ "Lactulose",
+ "Iopodic acid",
+ "Alanyl glutamine",
+ "Selumetinib",
+ "Levocabastine",
+ "Sertraline",
+ "Bufylline",
+ "Pipradrol",
+ "Diatrizoate",
+ "Folic acid",
+ "Rufinamide",
+ "Acetyl sulfisoxazole",
+ "Strontium ranelate",
+ "Fenoprofen",
+ "Iothalamic acid",
+ "Tiemonium iodide",
+ "Cinacalcet",
+ "Technetium Tc-99m pertechnetate",
+ "Solithromycin",
+ "Sumatriptan",
+ "Cloperastine",
+ "Tiapride",
+ "Nitroxoline",
+ "Diamorphine",
+ "Dihydrotachysterol",
+ "Etoperidone",
+ "Oxametacin",
+ "Technetium Tc-99m sestamibi",
+ "Promegestone",
+ "Buclizine",
+ "Cediranib",
+ "Ertapenem",
+ "Macimorelin",
+ "Pipecuronium",
+ "Acemetacin",
+ "Guanfacine",
+ "Cridanimod",
+ "Methoxsalen",
+ "Elagolix",
+ "Ammonium chloride",
+ "Ulipristal",
+ "Micafungin",
+ "Doxorubicin",
+ "Eluxadoline",
+ "Protirelin",
+ "Halazepam",
+ "Oxazepam",
+ "Gemfibrozil",
+ "Ademetionine",
+ "Milnacipran",
+ "Desogestrel",
+ "Technetium Tc-99m disofenin",
+ "Ceftezole",
+ "Fenofibrate",
+ "Acamprosate",
+ "Amoxapine",
+ "Laninamivir",
+ "Tenidap",
+ "Stanolone",
+ "Xaliproden",
+ "Doripenem",
+ "Allopurinol",
+ "Ropivacaine",
+ "Azithromycin",
+ "Suprofen",
+ "Yohimbine",
+ "Siponimod",
+ "Dexfenfluramine",
+ "Belotecan",
+ "Sobrerol",
+ "Gestodene",
+ "Chlorhexidine",
+ "Aniracetam",
+ "Cobicistat",
+ "Dydrogesterone",
+ "Epinastine",
+ "Ambenonium",
+ "Cefoxitin",
+ "Tenapanor",
+ "Gilteritinib",
+ "Atorvastatin",
+ "Zanubrutinib",
+ "Ertugliflozin",
+ "Diethylpropion",
+ "Chlormezanone",
+ "Brexpiprazole",
+ "Chlormadinone",
+ "Ribociclib",
+ "Aliskiren",
+ "Futibatinib",
+ "Telbivudine",
+ "Sulindac",
+ "Doxapram",
+ "Stibophen",
+ "Daptomycin",
+ "Paclitaxel",
+ "Valrubicin",
+ "Flucloxacillin",
+ "Phthalylsulfathiazole",
+ "Ponatinib",
+ "Peramivir",
+ "Pentamidine",
+ "Domiodol",
+ "Methylprednisolone",
+ "Nifuroxazide",
+ "Thiamylal",
+ "Aluminium nicotinate",
+ "Zolpidem",
+ "Rutin",
+ "Carboquone",
+ "Candesartan",
+ "Loracarbef",
+ "Crisaborole",
+ "Cefprozil",
+ "Vitamin A",
+ "Letosteine",
+ "Metopimazine",
+ "Anecortave",
+ "Ketorolac",
+ "Aspoxicillin",
+ "Enoxolone",
+ "Dehydroemetine",
+ "Aztreonam",
+ "Carbazochrome",
+ "Carteolol",
+ "Phenylacetic acid",
+ "o-Bromophenol",
+ "Reserpine",
+ "Pranoprofen",
+ "Pergolide",
+ "Doxacurium",
+ "Leuprolide",
+ "Ospemifene",
+ "Nortriptyline",
+ "Sultamicillin",
+ "Mebutamate",
+ "Mefruside",
+ "Terfenadine",
+ "Miglitol",
+ "Potassium chloride",
+ "Mezlocillin",
+ "Selegiline",
+ "Trilostane",
+ "Ditazole",
+ "Fluphenazine",
+ "Olanzapine",
+ "Bazedoxifene",
+ "Hexocyclium",
+ "Desfesoterodine",
+ "Eosin",
+ "Treprostinil",
+ "Prochlorperazine",
+ "Tribromometacresol",
+ "Xibornol",
+ "Upadacitinib",
+ "Pimavanserin",
+ "Carumonam",
+ "Isosorbide dinitrate",
+ "Asenapine",
+ "Isoxsuprine",
+ "Demegestone",
+ "Filgotinib",
+ "Zidovudine",
+ "Dicloxacillin",
+ "Flufenamic acid",
+ "Pravastatin",
+ "Sufentanil",
+ "Sulfamethizole",
+ "Fimasartan",
+ "Tedisamil",
+ "Tiratricol",
+ "Riboflavin",
+ "Oxymorphone",
+ "Clofazimine",
+ "Glycerin",
+ "Abrocitinib",
+ "Brigatinib",
+ "Norethynodrel",
+ "Rolapitant",
+ "Bosutinib",
+ "Calcium levulinate",
+ "Lumiracoxib",
+ "Adefovir dipivoxil",
+ "Gabapentin",
+ "Ibuprofen",
+ "Deslanoside",
+ "Pranlukast",
+ "Pirenzepine",
+ "Dihydrostreptomycin",
+ "Ethyl hydroxybenzoate",
+ "Lubiprostone",
+ "Enalapril",
+ "Glutathione",
+ "Nilutamide",
+ "Difemerine",
+ "Mitoguazone",
+ "Temozolomide",
+ "Macitentan",
+ "Propanidid",
+ "Cathine",
+ "Camazepam",
+ "Triflupromazine",
+ "Caffeine",
+ "Chlortetracycline",
+ "Levoverbenone",
+ "Armodafinil",
+ "Ethosuximide",
+ "Citalopram",
+ "Veralipride",
+ "Prajmaline",
+ "Theophylline",
+ "Alfuzosin",
+ "Satraplatin",
+ "Calcium pangamate",
+ "Melarsoprol",
+ "Simeprevir",
+ "Voxilaprevir",
+ "Lansoprazole",
+ "Arginine glutamate",
+ "Gramicidin D",
+ "Ribavirin",
+ "Deserpidine",
+ "Propofol",
+ "Teniposide",
+ "Maraviroc",
+ "Dibekacin",
+ "Polythiazide",
+ "Oxitriptan",
+ "4-dimethylaminophenol",
+ "Tezacaftor",
+ "Trifluoperazine",
+ "Apalutamide",
+ "Gemeprost",
+ "Fluclorolone",
+ "Tioconazole",
+ "Artesunate",
+ "Norgestimate",
+ "Ceforanide",
+ "Moricizine",
+ "Zaleplon",
+ "Belumosudil",
+ "Tioguanine",
+ "Zalcitabine",
+ "Xanthinol",
+ "Endralazine",
+ "Halometasone",
+ "Fingolimod",
+ "Plitidepsin",
+ "Duvelisib",
+ "Normethadone",
+ "Dimenhydrinate",
+ "Voxelotor",
+ "Sulfadiazine",
+ "Hydrochlorothiazide",
+ "Benzoxonium",
+ "Sulfinpyrazone",
+ "Chlorhexadol",
+ "Omadacycline",
+ "Edoxudine",
+ "Oxytetracycline",
+ "Tacrine",
+ "Varenicline",
+ "Difluprednate",
+ "Dimercaprol",
+ "Calcium",
+ "Etofamide",
+ "Medrogestone",
+ "Pefloxacin",
+ "Iobitridol",
+ "Ganciclovir",
+ "Malathion",
+ "Ofloxacin",
+ "Cycloguanil",
+ "Monobenzone",
+ "Lanreotide",
+ "Diazoxide",
+ "Naloxegol",
+ "Aminomethylbenzoic acid",
+ "Aurothioglucose",
+ "Niaprazine",
+ "Propylene glycol",
+ "Taurine",
+ "Aclidinium",
+ "Chlorobutanol",
+ "Mupirocin",
+ "Telmisartan",
+ "Fomepizole",
+ "3-Chlorophenol",
+ "Methyclothiazide",
+ "Orciprenaline",
+ "Cafedrine",
+ "Clonazepam",
+ "Nevirapine",
+ "Methylphenidate",
+ "Zotepine",
+ "Dextromethorphan",
+ "Norelgestromin",
+ "Bismuth subcitrate potassium",
+ "Kebuzone",
+ "Dolutegravir",
+ "Tasosartan",
+ "Thioproperazine",
+ "Isoaminile",
+ "Prulifloxacin",
+ "Acitretin",
+ "Tiadenol",
+ "Rifaximin",
+ "Tribenoside",
+ "Azidocillin",
+ "Bephenium",
+ "Flurithromycin",
+ "Pridinol",
+ "Propicillin",
+ "Magnesium lactate",
+ "Fleroxacin",
+ "Methazolamide",
+ "Fludarabine",
+ "Abametapir",
+ "Nilotinib",
+ "Epacadostat",
+ "Tranylcypromine",
+ "Cilastatin",
+ "Aminoglutethimide",
+ "Diiodohydroxyquinoline",
+ "Esomeprazole",
+ "Mirogabalin",
+ "Clomocycline",
+ "Synephrine",
+ "Nitrous acid",
+ "Pipobroman",
+ "Fluvoxamine",
+ "Ascorbic acid",
+ "Diflorasone",
+ "Ethambutol",
+ "Cefazedone",
+ "Imidapril",
+ "Isothipendyl",
+ "Pyrithione",
+ "Methylphenobarbital",
+ "Colistin",
+ "Dextroamphetamine",
+ "Cyclandelate",
+ "2-Butanol",
+ "Calcium carbonate",
+ "Atogepant",
+ "Tolrestat",
+ "Lobeglitazone",
+ "Clidinium",
+ "Nomegestrol",
+ "Gitoformate",
+ "Phenacemide",
+ "Olmesartan",
+ "Eliglustat",
+ "Faldaprevir",
+ "Meladrazine",
+ "Mepindolol",
+ "Diroximel fumarate",
+ "Thimerosal",
+ "Mosapramine",
+ "Glyburide",
+ "Metamfetamine",
+ "Bupranolol",
+ "Benzoyl peroxide",
+ "Glisoxepide",
+ "Tacalcitol",
+ "Lincomycin",
+ "Iopydol",
+ "Remifentanil",
+ "Butylscopolamine",
+ "Tofacitinib",
+ "Norethandrolone",
+ "Sodium bicarbonate",
+ "Trametinib",
+ "Isobromindione",
+ "Alclometasone",
+ "Cyclizine",
+ "Ioflupane I-123",
+ "Dexetimide",
+ "Ritonavir",
+ "Clobutinol",
+ "Metaraminol",
+ "Dipyrocetyl",
+ "Bimatoprost",
+ "Mesterolone",
+ "Vernakalant",
+ "Roquinimex",
+ "Ribostamycin",
+ "Paromomycin",
+ "Landiolol",
+ "Pentagastrin",
+ "Nadifloxacin",
+ "Elvitegravir",
+ "Amobarbital",
+ "Butabarbital",
+ "Tavaborole",
+ "Mecamylamine",
+ "Grazoprevir",
+ "Cefiderocol",
+ "Pipamperone",
+ "Benzoic acid",
+ "Bumadizone",
+ "Levothyroxine",
+ "Rimantadine",
+ "Dimethyl fumarate",
+ "Strontium chloride Sr-89",
+ "Bromfenac",
+ "Bromazepam",
+ "Artemether",
+ "Prasugrel",
+ "Norgestrienone",
+ "Lorajmine",
+ "Colfosceril palmitate",
+ "Masoprocol",
+ "Pyridoxal phosphate",
+ "Trifluperidol",
+ "Dipyridamole",
+ "Sulbactam",
+ "Tromethamine",
+ "Doxofylline",
+ "Nilvadipine",
+ "Infigratinib",
+ "Edetate sodium",
+ "Clemastine",
+ "Benazepril",
+ "Trimethadione",
+ "Dasabuvir",
+ "Ivosidenib",
+ "Acetoxolone",
+ "Doxepin",
+ "Degarelix",
+ "Masitinib",
+ "Oxypertine",
+ "Bromisoval",
+ "Sotalol",
+ "Citicoline",
+ "Clorexolone",
+ "Dofetilide",
+ "Deoxycholic acid",
+ "Ferric ammonium citrate",
+ "Fosphenytoin",
+ "Ferrous ascorbate",
+ "Lorlatinib",
+ "Pinaverium",
+ "Ipragliflozin",
+ "Quinapril",
+ "Dronedarone",
+ "Pixantrone",
+ "Apomorphine",
+ "Theodrenaline",
+ "Dimetacrine",
+ "Epinephrine",
+ "Enflurane",
+ "Estriol",
+ "Thenalidine",
+ "Fosfructose",
+ "Homatropine",
+ "Piretanide",
+ "Cefpodoxime",
+ "Tegoprazan",
+ "Osilodrostat",
+ "Valdecoxib",
+ "Alfacalcidol",
+ "Sulfamethoxypyridazine",
+ "Ticarcillin",
+ "Rilpivirine",
+ "Metildigoxin",
+ "Penfluridol",
+ "Practolol",
+ "Epimestrol",
+ "Modafinil",
+ "Etohexadiol",
+ "Azathioprine",
+ "Lenalidomide",
+ "Acepromazine",
+ "Acetrizoic acid",
+ "Pseudoephedrine",
+ "Dexketoprofen",
+ "Talinolol",
+ "Binimetinib",
+ "Etafenone",
+ "Demeclocycline",
+ "Cefmetazole",
+ "Rivastigmine",
+ "M-Cresol",
+ "Motretinide",
+ "Hypochlorite",
+ "Mercaptoethanol",
+ "Levobunolol",
+ "Aripiprazole",
+ "Fentiazac",
+ "Isometheptene",
+ "Probucol",
+ "Carbocisteine",
+ "Fenofibric acid",
+ "Iprazochrome",
+ "Indobufen",
+ "Fluocinonide",
+ "Memantine",
+ "Cilostazol",
+ "Meticillin",
+ "Aminophenazone",
+ "Velpatasvir",
+ "Trifluridine",
+ "Fasudil",
+ "Azapropazone",
+ "Raltegravir",
+ "Bivalirudin",
+ "Pantothenic acid",
+ "Metronidazole",
+ "Omidenepag isopropyl",
+ "Anastrozole",
+ "Spirapril",
+ "Sorafenib",
+ "Formocortal",
+ "Beraprost",
+ "Diethylstilbestrol",
+ "Perindopril",
+ "Nitrofurantoin",
+ "Ethanolamine",
+ "Proglumetacin",
+ "Melatonin",
+ "Ivabradine",
+ "Eslicarbazepine",
+ "Fluprednidene",
+ "Midodrine",
+ "Isopropamide",
+ "Phenelzine",
+ "Cefbuperazone",
+ "Alendronic acid",
+ "Cangrelor",
+ "Ferrous tartrate",
+ "Trioxsalen",
+ "Antazoline",
+ "Mephenoxalone",
+ "Imidazole",
+ "Uridine triacetate",
+ "Buprenorphine",
+ "Morinamide",
+ "Valaciclovir",
+ "Amithiozone",
+ "Delamanid",
+ "Proparacaine",
+ "Glycerol phenylbutyrate",
+ "Galactose",
+ "Triprolidine",
+ "Latanoprostene bunod",
+ "Aminocaproic acid",
+ "Fosinopril",
+ "Dextropropoxyphene",
+ "Micronomicin",
+ "Diphenoxylate",
+ "Dimetindene",
+ "Netilmicin",
+ "Ketazolam",
+ "Vilazodone",
+ "Zolimidine",
+ "Cortivazol",
+ "Lofexidine",
+ "Neocitrullamon",
+ "Sulfamethazine",
+ "Phenylbutazone",
+ "Mesoridazine",
+ "Bucetin",
+ "Pentaerithrityl",
+ "Thiopental",
+ "Hexaminolevulinate",
+ "Ethenzamide",
+ "Roflumilast",
+ "Tiaprofenic acid",
+ "Iopanoic acid",
+ "Tropicamide",
+ "Rimiterol",
+ "Ticlatone",
+ "Isotretinoin",
+ "Diphenhydramine",
+ "Quetiapine",
+ "Vaborbactam",
+ "Budesonide",
+ "Tipranavir",
+ "Bosentan",
+ "Cariprazine",
+ "Silver sulfadiazine",
+ "Ezetimibe",
+ "Droxypropine",
+ "Dyclonine",
+ "Tazemetostat",
+ "Cocaine",
+ "Clocortolone",
+ "Cysteamine",
+ "Phenprocoumon",
+ "Pantoprazole",
+ "Fluoxymesterone",
+ "Cinitapride",
+ "Hydroquinine",
+ "Sevoflurane",
+ "Cyanocobalamin",
+ "Vadadustat",
+ "Choline salicylate",
+ "Diphenylpyraline",
+ "Nicorandil",
+ "Vosaroxin",
+ "Methylthiouracil",
+ "Levodopa",
+ "Physostigmine",
+ "Gedocarnil",
+ "Thymol",
+ "Tetroxoprim",
+ "Paramethadione",
+ "Delapril",
+ "Desvenlafaxine",
+ "Etofibrate",
+ "Thonzylamine",
+ "Nabilone",
+ "Amineptine",
+ "Acebutolol",
+ "Triheptanoin",
+ "Levosulpiride",
+ "Naltrexone",
+ "Pheneticillin",
+ "Ursodeoxycholic acid",
+ "P-Nitrophenol",
+ "Bentiromide",
+ "Aminohippuric acid",
+ "Voglibose",
+ "Alizapride",
+ "Quizartinib",
+ "Imeglimin",
+ "Ioxaglic acid",
+ "Oxatomide",
+ "Moroxydine",
+ "Salmeterol",
+ "Nalbuphine",
+ "Amyl Nitrite",
+ "Gadoxetic acid",
+ "Meglutol",
+ "Vismodegib",
+ "Trichlormethiazide",
+ "Cabazitaxel",
+ "Amiloride",
+ "Carbaspirin calcium",
+ "Perboric acid",
+ "Fluspirilene",
+ "Atomoxetine",
+ "Tryptophan",
+ "Lormetazepam",
+ "Abemaciclib",
+ "Etelcalcetide",
+ "Pemoline",
+ "Zinc chloride",
+ "Debrisoquine",
+ "Asunaprevir",
+ "Febuxostat",
+ "Bethanidine",
+ "Finasteride",
+ "Busulfan",
+ "Deferiprone",
+ "Pomalidomide",
+ "Pivmecillinam",
+ "Cefatrizine",
+ "Praziquantel",
+ "Oxymetazoline",
+ "Stanozolol",
+ "Enoximone",
+ "Promazine",
+ "Flucytosine",
+ "Buformin",
+ "Eucalyptol",
+ "Niclosamide",
+ "Anileridine",
+ "Febarbamate",
+ "Edaravone",
+ "Methscopolamine",
+ "Adinazolam",
+ "Phenglutarimide",
+ "Levamlodipine",
+ "Acetohydroxamic acid",
+ "Thiotepa",
+ "Fendiline",
+ "Sacubitril",
+ "Dezocine",
+ "Hexamidine",
+ "Diphenadione",
+ "Pentosan polysulfate",
+ "Aminophylline",
+ "Dihydrocodeine",
+ "Magnesium sulfate",
+ "Flupentixol",
+ "Bifonazole",
+ "Iodohippurate sodium I-123",
+ "Seratrodast",
+ "Faropenem",
+ "Trimethobenzamide",
+ "Prednisolone",
+ "Oxantel",
+ "1,4-Butanediol",
+ "Spectinomycin",
+ "Luseogliflozin",
+ "Azatadine",
+ "Ambrisentan",
+ "Camostat",
+ "Ergocalciferol",
+ "Gadoteridol",
+ "Glutamic acid",
+ "Proguanil",
+ "Selenium (75Se) norcholesterol",
+ "Minoxidil",
+ "Tegafur",
+ "Arbekacin",
+ "Sulfametopyrazine",
+ "Pentaerythritol tetranitrate",
+ "Buthiazide",
+ "Doravirine",
+ "Naratriptan",
+ "Cilnidipine",
+ "Albendazole",
+ "Furazidin",
+ "Setmelanotide",
+ "Methylene blue",
+ "Nebivolol",
+ "Ferrous gluconate",
+ "Ibudilast",
+ "Magnesium levulinate",
+ "Resorcinol",
+ "Gadoteric acid",
+ "Flunisolide",
+ "Amoxicillin",
+ "Trepibutone",
+ "Tolterodine",
+ "Brivaracetam",
+ "Nalidixic acid",
+ "Gallium Ga-68 gozetotide",
+ "Edrophonium",
+ "Ixazomib",
+ "Mandelic acid",
+ "Salsalate",
+ "Metyrapone",
+ "Cefamandole",
+ "Doxazosin",
+ "Nystatin",
+ "Bempedoic acid",
+ "Chlorophetanol",
+ "Primaquine",
+ "Clindamycin",
+ "Apraclonidine",
+ "Sodium oxybate",
+ "Cyclopentolate",
+ "Tienilic acid",
+ "Aclarubicin",
+ "Oxyfedrine",
+ "Moxestrol",
+ "Technetium Tc-99m tetrofosmin",
+ "Tebipenem pivoxil",
+ "Talbutal",
+ "Fenbufen",
+ "Tinidazole",
+ "Metolazone",
+ "Oxolinic acid",
+ "Felbamate",
+ "Dacarbazine",
+ "Sodium tetradecyl sulfate",
+ "Lomustine",
+ "Alvimopan",
+ "Amdinocillin",
+ "Cefacetrile",
+ "Orlistat",
+ "Sulfamerazine",
+ "Clorazepic acid",
+ "Belinostat",
+ "Zofenopril",
+ "Paricalcitol",
+ "Darifenacin",
+ "Niridazole",
+ "Viminol",
+ "Thiamine",
+ "Loratadine",
+ "Desaspidin",
+ "Warfarin",
+ "Iproclozide",
+ "Proscillaridin",
+ "Alminoprofen",
+ "Terconazole",
+ "Aceneuramic acid",
+ "Lofepramine",
+ "Levocetirizine",
+ "Tigecycline",
+ "Levoleucovorin",
+ "Magnesium gluconate",
+ "Oxybutynin",
+ "Fabomotizole",
+ "Ergotamine",
+ "Lorcaserin",
+ "Samarium (153Sm) lexidronam",
+ "Iocetamic acid",
+ "Metrizoic acid",
+ "Fosravuconazole",
+ "Methyprylon",
+ "Protriptyline",
+ "Cidofovir",
+ "Bumetanide",
+ "Trimebutine",
+ "Dimetofrine",
+ "Arginine",
+ "Silibinin",
+ "Oxacillin",
+ "Famotidine",
+ "Sodium aurothiomalate",
+ "Sulfasalazine",
+ "Trifarotene",
+ "Atosiban",
+ "Sulfisoxazole",
+ "Zimelidine",
+ "Lisuride",
+ "Rotigotine",
+ "Quingestanol",
+ "Pamidronic acid",
+ "Imipramine",
+ "Glycopyrronium",
+ "Mannosulfan",
+ "Bibrocathol",
+ "Bezafibrate",
+ "Triclosan",
+ "Rosiglitazone",
+ "Oxtriphylline",
+ "Lynestrenol",
+ "Levacetylmethadol",
+ "Cortisone",
+ "Cevimeline",
+ "Tibolone",
+ "Cefozopran",
+ "Mosapride",
+ "Misoprostol",
+ "Ciclesonide",
+ "Suramin",
+ "Hyaluronic acid",
+ "Tidiacic arginine",
+ "Hidrosmin",
+ "Pralatrexate",
+ "Hyoscyamine",
+ "Potassium citrate",
+ "Ethyl loflazepate",
+ "Sulfobromophthalein",
+ "Naphthoquine",
+ "Cefixime",
+ "Vintafolide",
+ "Propyl alcohol",
+ "Barbexaclone",
+ "Ceftizoxime",
+ "Fencamfamin",
+ "Valbenazine",
+ "Amlexanox",
+ "Methionine C-11",
+ "Etidronic acid",
+ "Padeliporfin",
+ "Terazosin",
+ "Tridihexethyl",
+ "Nialamide",
+ "Dimetotiazine",
+ "Mepyramine",
+ "Biotin",
+ "Tosufloxacin",
+ "Meprednisone",
+ "Methallenestril",
+ "Trapidil",
+ "Naphazoline",
+ "Phylloquinone",
+ "Betazole",
+ "Icatibant",
+ "Oxyphenisatin",
+ "Demecarium",
+ "Cyclobenzaprine",
+ "Linsidomine",
+ "Hexoprenaline",
+ "Chlorphenesin",
+ "Cimetropium",
+ "Remikiren",
+ "Pyrazole",
+ "Tianeptine",
+ "Mesalazine",
+ "Altretamine",
+ "Acetarsol",
+ "Hexafluronium",
+ "Granisetron",
+ "Hydrocodone",
+ "Pirfenidone",
+ "Empagliflozin",
+ "Phenobarbital",
+ "P-Cresol",
+ "Canagliflozin",
+ "Proxyphylline",
+ "Methenamine",
+ "Butaperazine",
+ "Dihydroergocristine",
+ "Rimexolone",
+ "Acefylline",
+ "Oritavancin",
+ "Ouabain",
+ "Drotaverine",
+ "Melevodopa",
+ "Hydroflumethiazide",
+ "Chlorthalidone",
+ "Carisbamate",
+ "Loperamide oxide",
+ "Boceprevir",
+ "Pramipexole",
+ "Iodipamide",
+ "Adrenalone",
+ "Cetrorelix",
+ "Delafloxacin",
+ "Fluciclovine (18F)",
+ "Naproxcinod",
+ "Sulfadoxine",
+ "Vinflunine",
+ "Thiethylperazine",
+ "Tyropanoic acid",
+ "Cimetidine",
+ "Bentazepam",
+ "Flupirtine",
+ "Sapropterin",
+ "Ranolazine",
+ "Bitolterol",
+ "Udenafil",
+ "Methylestrenolone",
+ "Fluorescein",
+ "Uracil",
+ "Ivermectin",
+ "Tirbanibulin",
+ "Roxatidine acetate",
+ "Amodiaquine",
+ "Tazarotene",
+ "Tafluprost",
+ "Ferrous aspartate",
+ "Ephedrine",
+ "Noxytiolin",
+ "Lamotrigine",
+ "Bleomycin",
+ "Benzylpenicillin",
+ "Etamivan",
+ "Mifepristone",
+ "Toremifene",
+ "Ramelteon",
+ "Zopiclone",
+ "P-Anisic Acid",
+ "Nomifensine",
+ "Sulbenicillin",
+ "Tolnaftate",
+ "F-Loop of Vitamin B12",
+ "Tegaserod",
+ "Quazepam",
+ "Alprostadil",
+ "Papaverine",
+ "Diflunisal",
+ "Retapamulin",
+ "Sodium phosphate, monobasic",
+ "Flunoxaprofen",
+ "Estradiol",
+ "Trimethaphan",
+ "Doxercalciferol",
+ "Amorolfine",
+ "Palonosetron",
+ "Benfotiamine",
+ "Pimecrolimus",
+ "Imolamine",
+ "Bepridil",
+ "Pregabalin",
+ "Pacritinib",
+ "Phenazocine",
+ "Mechlorethamine",
+ "Fluocortin",
+ "Lopinavir",
+ "Acetohexamide",
+ "Scopolamine",
+ "Vincamine",
+ "Flavoxate",
+ "Sodium chloride",
+ "Sulfamazone",
+ "Isoconazole",
+ "Mexazolam",
+ "Gadobenic acid",
+ "Dactinomycin",
+ "Quinidine",
+ "Rivaroxaban",
+ "Ibuproxam",
+ "Buflomedil",
+ "Nitrendipine",
+ "Propiomazine",
+ "Chloral hydrate",
+ "Chlorcyclizine",
+ "Pivagabine",
+ "Bendamustine",
+ "Deucravacitinib",
+ "Floxuridine",
+ "Eflornithine",
+ "Carbutamide",
+ "Mitiglinide",
+ "Fexofenadine",
+ "Stiripentol",
+ "Cetirizine",
+ "Pantethine",
+ "Estetrol",
+ "Donepezil",
+ "Odevixibat",
+ "Loperamide",
+ "Fenfluramine",
+ "Bupropion",
+ "Carbromal",
+ "Ferric maltol",
+ "Flurandrenolide",
+ "Isopropyl alcohol",
+ "Hydralazine",
+ "Iopromide",
+ "Haloperidol",
+ "Mebendazole",
+ "Bicalutamide",
+ "Tramadol",
+ "Nitric Oxide",
+ "Melperone",
+ "Phensuximide",
+ "Prucalopride",
+ "Brompheniramine",
+ "Atovaquone",
+ "Mazaticol",
+ "Efavirenz",
+ "Trimethoprim",
+ "Carbuterol",
+ "Eletriptan",
+ "Mepenzolate",
+ "Capmatinib",
+ "Elbasvir",
+ "Phenolsulfonphthalein",
+ "Carbamazepine",
+ "Desmopressin",
+ "Imiquimod",
+ "Candicidin",
+ "Emtricitabine",
+ "Zanamivir",
+ "Succinylsulfathiazole",
+ "Pirarubicin",
+ "Taurolidine",
+ "Everolimus",
+ "Prazepam",
+ "Camphor",
+ "Pizotifen",
+ "Oxandrolone",
+ "Minocycline",
+ "Acetaminophen",
+ "Sulfacetamide",
+ "Etretinate",
+ "Vindesine",
+ "Minaprine",
+ "Clenbuterol",
+ "Gamolenic acid",
+ "Glafenine",
+ "Idebenone",
+ "Encorafenib",
+ "Veliparib",
+ "Etonogestrel",
+ "Acetic acid",
+ "Plerixafor",
+ "Fumagillin",
+ "Iohexol",
+ "Cinolazepam",
+ "Reproterol",
+ "Linaclotide",
+ "Halothane",
+ "Phenformin",
+ "Clozapine",
+ "Hydrocortisone aceponate",
+ "Omeprazole",
+ "Thiamphenicol",
+ "Metenolone",
+ "Carbenoxolone",
+ "Canrenoic acid",
+ "Propacetamol",
+ "Eravacycline",
+ "Butalbital",
+ "Cyclopenthiazide",
+ "Potassium",
+ "Tiocarlide",
+ "Vemurafenib",
+ "Hydromorphone",
+ "Axitinib",
+ "Amsacrine",
+ "Ipratropium",
+ "Tolmetin",
+ "Dobesilic acid",
+ "Aurotioprol",
+ "Ximelagatran",
+ "Xenysalate",
+ "Relugolix",
+ "Rifapentine",
+ "Moxifloxacin",
+ "Prazosin",
+ "Niflumic acid",
+ "Cabozantinib",
+ "Prenylamine",
+ "Polmacoxib",
+ "Cyclothiazide",
+ "Ioxilan",
+ "Inositol nicotinate",
+ "Befunolol",
+ "Penciclovir",
+ "Trimetrexate",
+ "Sennosides",
+ "Pentoxifylline",
+ "Calcium lactate",
+ "Rescinnamine",
+ "Cyfluthrin",
+ "Oxamniquine",
+ "Acetophenazine",
+ "Peficitinib",
+ "Erdafitinib",
+ "(S)-butane-1,3-diol",
+ "Undecylenic acid",
+ "Ethotoin",
+ "Podofilox",
+ "Pyridoxine",
+ "Dexlansoprazole",
+ "Lamivudine",
+ "Ingenol mebutate",
+ "Abiraterone",
+ "Erlotinib",
+ "Migalastat",
+ "Dicyclomine",
+ "Indium In-111 pentetate",
+ "Magnesium carbonate",
+ "Rociletinib",
+ "Lanthanum carbonate",
+ "Protionamide",
+ "Felbinac",
+ "Deanol",
+ "Cyclacillin",
+ "Tolvaptan",
+ "Spiramycin",
+ "Miconazole",
+ "Cefotetan",
+ "Droxicam",
+ "Sodium fluoride",
+ "Merbromin",
+ "Loprazolam",
+ "Diacerein",
+ "Tocainide",
+ "Trolamine",
+ "Tamoxifen",
+ "Benzocaine",
+ "Methyldopa",
+ "Brimonidine",
+ "Esmolol",
+ "Amiodarone",
+ "Tolbutamide",
+ "Letermovir",
+ "Progesterone",
+ "Temsirolimus",
+ "Codeine",
+ "Telaprevir",
+ "Methylnaltrexone",
+ "Diltiazem",
+ "Iloperidone",
+ "Alitretinoin",
+ "Lumateperone",
+ "Ciclopirox",
+ "Sertindole",
+ "Levofloxacin",
+ "Efaproxiral",
+ "Calcifediol",
+ "Chlorprothixene",
+ "Relebactam",
+ "Fenquizone",
+ "Rifabutin",
+ "Mometasone furoate",
+ "Tioxolone",
+ "Daprodustat",
+ "Nabumetone",
+ "Guanethidine",
+ "Bromochlorosalicylanilide",
+ "Frovatriptan",
+ "Alclofenac",
+ "Azacitidine",
+ "Istradefylline",
+ "Nitrous oxide",
+ "Amprenavir",
+ "Heptaminol",
+ "Sisomicin",
+ "Fosamprenavir",
+ "Cefadroxil",
+ "Permethrin",
+ "Mephenesin",
+ "Phenibut",
+ "Bufexamac",
+ "Talampicillin",
+ "Prednimustine",
+ "Mannitol",
+ "Thalidomide",
+ "Cefditoren",
+ "Salicylamide",
+ "Sofosbuvir",
+ "Ketoconazole",
+ "Morphine",
+ "Ruxolitinib",
+ "Pirprofen",
+ "Xamoterol",
+ "Cefpirome",
+ "Tritoqualine",
+ "Metandienone",
+ "Iopamidol",
+ "Beclabuvir",
+ "Lurbinectedin",
+ "Maribavir",
+ "Tymazoline",
+ "Hydroxyurea",
+ "Sirolimus",
+ "Gentamicin",
+ "Nalorphine",
+ "Mivacurium",
+ "Phenoxymethylpenicillin",
+ "Meptazinol",
+ "Inositol",
+ "Vorapaxar",
+ "Oteseconazole",
+ "Ciclobendazole",
+ "Ajmaline",
+ "Sulfadimethoxine",
+ "Florbetaben (18F)",
+ "Olaparib",
+ "Muzolimine",
+ "Perampanel",
+ "Etomidate",
+ "Ethylmorphine",
+ "Phenoxybenzamine",
+ "Carindacillin",
+ "Thioridazine",
+ "Acetyldigoxin",
+ "Cloxazolam",
+ "Paritaprevir",
+ "Benoxaprofen",
+ "Palovarotene",
+ "Oxyphenbutazone",
+ "Regadenoson",
+ "Pentobarbital",
+ "Saxagliptin",
+ "Laevulinic Acid",
+ "Pitavastatin",
+ "Temazepam",
+ "Teriflunomide",
+ "Nicofuranose",
+ "Bexarotene",
+ "Piracetam",
+ "Hexobarbital",
+ "Darolutamide",
+ "Iocarmic acid",
+ "Bioallethrin",
+ "Dequalinium",
+ "Chlorquinaldol",
+ "Mequinol",
+ "Celiprolol",
+ "Laquinimod",
+ "N,N-dimethylglycine",
+ "Enviomycin",
+ "Irinotecan",
+ "Torasemide",
+ "Polidocanol",
+ "Dabrafenib",
+ "Glimepiride",
+ "Methotrimeprazine",
+ "Olsalazine",
+ "Isepamicin",
+ "Clobetasone",
+ "Carmustine",
+ "Gonadorelin",
+ "Efloxate",
+ "Xylometazoline",
+ "Vildagliptin",
+ "Rociverine",
+ "Imidazole salicylate",
+ "Sodium lauryl sulfoacetate",
+ "Meglumine antimoniate",
+ "Bezitramide",
+ "Difenpiramide",
+ "Mitomycin",
+ "Methysergide",
+ "Alfentanil",
+ "Idrocilamide",
+ "Bambuterol",
+ "Acetazolamide",
+ "Ataluren",
+ "Oxabolone cipionate",
+ "Nordazepam",
+ "Methylprednisolone aceponate",
+ "Midecamycin",
+ "Clorindione",
+ "Enoxacin",
+ "Tretinoin",
+ "Ozenoxacin",
+ "Formestane",
+ "Cefmenoxime",
+ "Norfloxacin",
+ "Choline alfoscerate",
+ "Topiramate",
+ "Dolasetron",
+ "Amitriptyline",
+ "Procyclidine",
+ "Alosetron",
+ "Calcium glubionate anhydrous",
+ "Pyrimethamine",
+ "Tivozanib",
+ "Pazopanib",
+ "Quinbolone",
+ "Bromodiphenhydramine",
+ "Medroxyprogesterone acetate",
+ "Pasireotide",
+ "Loxoprofen",
+ "Flumedroxone",
+ "Favipiravir",
+ "Oxprenolol",
+ "Isoflurane",
+ "Inosine",
+ "Sulfoxone",
+ "Methyl aminolevulinate",
+ "Vapreotide",
+ "Lercanidipine",
+ "Rokitamycin",
+ "Mephenytoin",
+ "Bethanechol",
+ "Bamifylline",
+ "Cinchocaine",
+ "Lurasidone",
+ "Cefaloridine",
+ "Styramate",
+ "Tirilazad",
+ "Netarsudil",
+ "Sulfamethoxazole",
+ "Broxyquinoline",
+ "Antipyrine",
+ "Triamterene",
+ "Nelfinavir",
+ "Metamizole",
+ "Bendroflumethiazide",
+ "Prasterone",
+ "Alfaxalone",
+ "Copanlisib",
+ "Tolperisone",
+ "Cyamemazine",
+ "Tolazamide",
+ "Vandetanib",
+ "Tetragalacturonic acid hydroxymethylester",
+ "Gadoversetamide",
+ "Sodium stibogluconate",
+ "Lenvatinib",
+ "Carglumic acid",
+ "Fipexide",
+ "Tiracizine",
+ "Prednylidene",
+ "Cefodizime",
+ "Melphalan",
+ "Apronalide",
+ "Protiofate",
+ "Nepinalone",
+ "Methocarbamol",
+ "Tilbroquinol",
+ "Quifenadine",
+ "Furazolidone",
+ "Atazanavir",
+ "Sincalide",
+ "Quinagolide",
+ "Florbetapir (18F)",
+ "Revefenacin",
+ "Risdiplam",
+ "Cicletanine",
+ "Unoprostone",
+ "Crizotinib",
+ "Levomethadone",
+ "Casopitant",
+ "Acrivastine",
+ "Methoxamine",
+ "N-methylnicotinamide",
+ "Rupatadine",
+ "Cloranolol",
+ "Pleconaril",
+ "Enprostil",
+ "Indigotindisulfonic acid",
+ "Umifenovir",
+ "Chloroquine",
+ "Olodaterol",
+ "Mitoxantrone",
+ "Ethylestrenol",
+ "Iodixanol",
+ "Propentofylline",
+ "Dopexamine",
+ "Mephentermine",
+ "Benzonatate",
+ "Propiverine",
+ "Loteprednol",
+ "Copper usnate",
+ "Dienogest",
+ "Tisopurine",
+ "Rocuronium",
+ "Difenoxin",
+ "Naloxone",
+ "Droxidopa",
+ "Triazolam",
+ "Sultopride",
+ "Dropropizine",
+ "Clefamide",
+ "Tubocurarine",
+ "Bithionol",
+ "Vardenafil",
+ "Fenspiride",
+ "Nicofetamide",
+ "Paramethasone",
+ "Cefminox",
+ "Omacetaxine mepesuccinate",
+ "Sulfacytine",
+ "Thiabendazole",
+ "Argatroban",
+ "Etidocaine",
+ "Trovafloxacin",
+ "Niraparib",
+ "Clonidine",
+ "Eprazinone",
+ "Sodium feredetate",
+ "Creatinolfosfate",
+ "Chlorpromazine",
+ "Nimustine",
+ "Metisazone",
+ "Sodium glycerophosphate",
+ "Nefazodone",
+ "Ritodrine",
+ "Cefpiramide",
+ "Iodine (131I) norcholesterol",
+ "Arsthinol",
+ "Temafloxacin",
+ "Regorafenib",
+ "Moexipril",
+ "Terizidone",
+ "Midostaurin",
+ "Isoniazid",
+ "Flubendazole",
+ "Nicotinyl alcohol",
+ "Zomepirac",
+ "Loxapine",
+ "Prilocaine",
+ "Methimazole",
+ "Tafenoquine",
+ "Zinc ascorbate",
+ "Methionine",
+ "Demoxytocin",
+ "Secobarbital",
+ "Paraldehyde",
+ "Betaine",
+ "Bopindolol",
+ "Valsartan",
+ "Acetylcarnitine",
+ "Ethacizine",
+ "Tacrolimus",
+ "Tirofiban",
+ "Perphenazine",
+ "Ciprofibrate",
+ "Gatifloxacin",
+ "Atenolol",
+ "Tretoquinol",
+ "Betamethasone",
+ "Auranofin",
+ "Efinaconazole",
+ "Danazol",
+ "Hetacillin",
+ "Haloprogin",
+ "Pentamycin",
+ "Cefazolin",
+ "Dobutamine",
+ "Nandrolone",
+ "Levetiracetam",
+ "Almitrine",
+ "Conivaptan",
+ "Idarubicin",
+ "Sitafloxacin",
+ "Teclozan",
+ "Sulfaisodimidine",
+ "Miltefosine",
+ "Digitoxin",
+ "Mitapivat",
+ "Beta carotene",
+ "Coblopasvir",
+ "Cefalotin",
+ "Fentonium",
+ "Clometocillin",
+ "Isavuconazole",
+ "Rimonabant",
+ "Methsuximide",
+ "Dutasteride",
+ "Tenonitrozole",
+ "Gusperimus",
+ "Losartan",
+ "Spironolactone",
+ "Etacrynic acid",
+ "Methoserpidine",
+ "Carmofur",
+ "Gadodiamide",
+ "Penamecillin",
+ "Neratinib",
+ "Clomifene",
+ "Flumazenil",
+ "Clavulanic acid",
+ "Sonidegib",
+ "Hexachlorophene",
+ "Flutemetamol (18F)",
+ "Almotriptan",
+ "Sulfaperin",
+ "Clebopride",
+ "Carvedilol",
+ "Chloroprednisone",
+ "Homatropine methylbromide",
+ "Meperidine",
+ "Sulfamoxole",
+ "Troxipide",
+ "Cloxacillin",
+ "Pralidoxime",
+ "Ceftaroline fosamil",
+ "Nateglinide",
+ "Cerivastatin",
+ "Dixyrazine",
+ "Ticlopidine",
+ "Dimethylaminopropionylphenothiazine",
+ "Bendazac",
+ "Ioglycamic acid",
+ "Nelarabine",
+ "Prenalterol",
+ "Artenimol",
+ "Ziprasidone",
+ "Buspirone",
+ "Mexiletine",
+ "Zonisamide",
+ "Olmutinib",
+ "Indoramin",
+ "Telavancin",
+ "Metrizamide",
+ "Verapamil",
+ "Carbinoxamine",
+ "Benzimidazole",
+ "Mizolastine",
+ "Nitazoxanide",
+ "Selexipag",
+ "Mifamurtide",
+ "Benorilate",
+ "Avapritinib",
+ "Biperiden",
+ "Butyl alcohol",
+ "Thymopentin",
+ "Clopenthixol",
+ "Hydrocortisone probutate",
+ "Calcium glucoheptonate",
+ "Ceftriaxone",
+ "Vorinostat",
+ "Benzbromarone",
+ "Estazolam",
+ "Lumacaftor",
+ "Flecainide",
+ "Mefenamic acid",
+ "Aprepitant",
+ "Ulobetasol",
+ "Zucapsaicin",
+ "Glutethimide",
+ "Rosuvastatin",
+ "Cefotiam",
+ "Clotiazepam",
+ "Levonorgestrel",
+ "Zafirlukast",
+ "Ifosfamide",
+ "Bekanamycin",
+ "Butalamine",
+ "Fludiazepam",
+ "Monoxerutin",
+ "Agomelatine",
+ "Pyrantel",
+ "Magnesium aspartate",
+ "Sugammadex",
+ "Tenofovir alafenamide",
+ "Phencyclidine",
+ "Lysine",
+ "Tedizolid",
+ "Linagliptin",
+ "Docosanol",
+ "Nafarelin",
+ "Paroxetine",
+ "Ozanimod",
+ "Gepefrine",
+ "Triflusal",
+ "Avatrombopag",
+ "Eprosartan",
+ "Lisinopril",
+ "Butanilicaine",
+ "Cefsulodin",
+ "Josamycin",
+ "Pinacidil",
+ "Alprenolol",
+ "Apixaban",
+ "Biapenem",
+ "Aldosterone",
+ "Acadesine",
+ "Calcipotriol",
+ "Ibandronate",
+ "Zuclopenthixol",
+ "Acetamide",
+ "Framycetin",
+ "Sulfanilamide",
+ "Nitroglycerin",
+ "Triethylenetetramine",
+ "Acetyldigitoxin",
+ "Aminobenzoic acid",
+ "Piritramide",
+ "Sulfapyridine",
+ "Romidepsin",
+ "Lidoflazine",
+ "Citiolone",
+ "Phenytoin",
+ "Testosterone",
+ "Ampicillin",
+ "Tadalafil",
+ "Benfluorex",
+ "Oxcarbazepine",
+ "Solifenacin",
+ "Chloramphenicol",
+ "Tioclomarol",
+ "Eplerenone",
+ "Eltrombopag",
+ "Cephalexin",
+ "Temocapril",
+ "Itacitinib",
+ "Pyritinol",
+ "Dimethyl sulfoxide",
+ "Iodamide",
+ "Penthienate",
+ "Cinchophen",
+ "Piperidione",
+ "Penicillamine",
+ "Delavirdine",
+ "Fluticasone",
+ "Nifenazone",
+ "Calcitriol",
+ "Apremilast",
+ "Ferrous glycine sulfate",
+ "Aprobarbital",
+ "Baricitinib",
+ "Technetium Tc-99m pyrophosphate",
+ "Bortezomib",
+ "Urea C-13",
+ "Cymarin",
+ "Lymecycline",
+ "Ketotifen",
+ "Carisoprodol",
+ "Deltamethrin",
+ "Lipoic acid",
+ "Cefaclor",
+ "Terbinafine",
+ "Pemetrexed",
+ "Etravirine",
+ "Ambazone",
+ "Cefoperazone",
+ "Calcium gluconate",
+ "Tulobuterol",
+ "Nifurtoinol",
+ "Pimozide",
+ "Vigabatrin",
+ "Fluocinolone acetonide",
+ "Betahistine",
+ "Fexinidazole",
+ "Anthralin",
+ "Edoxaban",
+ "Reboxetine",
+ "Perhexiline",
+ "Amrinone",
+ "Cenobamate",
+ "Estramustine",
+ "L-Glutamine",
+ "Didanosine",
+ "Mycophenolate mofetil",
+ "Sitaxentan",
+ "Garenoxacin",
+ "Phenoperidine",
+ "Ambroxol",
+ "Zinc gluconate",
+ "Ganirelix",
+ "Iclaprim",
+ "Rizatriptan",
+ "Metformin",
+ "Sildenafil",
+ "Procaine benzylpenicillin",
+ "Benziodarone",
+ "Triamcinolone",
+ "Ceftibuten",
+ "Telithromycin",
+ "Domperidone",
+ "Salicylic acid",
+ "Bromocriptine",
+ "Nitisinone",
+ "Naldemedine",
+ "Methyltestosterone",
+ "Brodimoprim",
+ "Nemonoxacin",
+ "Finerenone",
+ "Benzylthiouracil",
+ "Oseltamivir",
+ "Chlorpropamide",
+ "Sulfaphenazole",
+ "Iodoxamic acid",
+ "Chiniofon",
+ "Plecanatide",
+ "Adrafinil",
+ "Methylatropine",
+ "Aluminium glycinate",
+ "Pentazocine",
+ "Acenocoumarol",
+ "Umeclidinium",
+ "Guanoxabenz",
+ "Hydrocortisone",
+ "Methotrexate",
+ "Diiodohydroxypropane",
+ "Anidulafungin",
+ "Dalfampridine",
+ "Flomoxef",
+ "Vinorelbine",
+ "Hydroquinidine",
+ "Vincristine",
+ "Floctafenine",
+ "Clobetasol",
+ "Stepronin",
+ "Atropine",
+ "Voriconazole",
+ "Cyclopentamine",
+ "Iomeprol",
+ "Bacampicillin",
+ "Oxiracetam",
+ "Asciminib",
+ "Selpercatinib",
+ "Beclamide",
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+ },
+ "title": {
+ "text": "t=SNE Visualization of Drug Interactions"
+ },
+ "xaxis": {
+ "anchor": "y",
+ "domain": [
+ 0,
+ 1
+ ],
+ "title": {
+ "text": "t-SNE Component 1"
+ }
+ },
+ "yaxis": {
+ "anchor": "x",
+ "domain": [
+ 0,
+ 1
+ ],
+ "title": {
+ "text": "t-SNE Component 2"
+ }
+ }
+ }
+ }
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "tsne_df = pd.DataFrame(fittedtsne, columns=['t-SNE Component 1', 't-SNE Component 2'])\n",
+ "tsne_df['Drug'] = adjacency_matrix.columns\n",
+ "\n",
+ "\n",
+ "fig = px.scatter(tsne_df, x='t-SNE Component 1', y='t-SNE Component 2', hover_name='Drug', title='t=SNE Visualization of Drug Interactions')\n",
+ "\n",
+ "fig.show()\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 27,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "pca = PCA(n_components=2)\n",
+ "fittedpca = pca.fit_transform(adjacency_matrix)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 28,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "application/vnd.plotly.v1+json": {
+ "config": {
+ "plotlyServerURL": "https://plot.ly"
+ },
+ "data": [
+ {
+ "hovertemplate": "%{hovertext}
PCA Component 1=%{x}
PCA Component 2=%{y}",
+ "hovertext": [
+ "Dapoxetine",
+ "Baloxavir marboxil",
+ "Suloctidil",
+ "Epirubicin",
+ "Eszopiclone",
+ "Acetylsalicylic acid",
+ "Vinblastine",
+ "Metampicillin",
+ "Iopentol",
+ "Parecoxib",
+ "Alverine",
+ "Dicoumarol",
+ "Magnesium citrate",
+ "Esatenolol",
+ "Norepinephrine",
+ "Selinexor",
+ "Naftazone",
+ "Ethinylestradiol",
+ "Clofibrate",
+ "Dexmedetomidine",
+ "Suxibuzone",
+ "Levomilnacipran",
+ "Nepafenac",
+ "Phenindione",
+ "Lemborexant",
+ "Nifedipine",
+ "Primidone",
+ "Glycine",
+ "Panobinostat",
+ "Milrinone",
+ "Acetylcholine",
+ "Carboprost tromethamine",
+ "Niacin",
+ "Riociguat",
+ "Emedastine",
+ "Tiludronic acid",
+ "Chloroxylenol",
+ "Azelastine",
+ "Cefapirin",
+ "Chloroprocaine",
+ "Morniflumate",
+ "Baclofen",
+ "Butenafine",
+ "Verteporfin",
+ "Potassium bicarbonate",
+ "Pilocarpine",
+ "Dasatinib",
+ "Pramiracetam",
+ "Nicotine",
+ "Sulconazole",
+ "Clobazam",
+ "Diloxanide",
+ "Venetoclax",
+ "Methantheline",
+ "Esketamine",
+ "Hydroxychloroquine",
+ "Fentanyl",
+ "Ornidazole",
+ "Piromidic acid",
+ "Ergometrine",
+ "Eribulin",
+ "Bucladesine",
+ "Oxycodone",
+ "Dexpanthenol",
+ "Amphotericin B",
+ "Norgestrel",
+ "Desonide",
+ "Ioglicic acid",
+ "Norethisterone",
+ "Barbital",
+ "Propenidazole",
+ "Piperazine",
+ "Otilonium",
+ "Fluperolone",
+ "Doxylamine",
+ "Iodocholesterol (131I)",
+ "Ethyl biscoumacetate",
+ "Gefitinib",
+ "Thiocolchicoside",
+ "Ciprofloxacin",
+ "Chenodeoxycholic acid",
+ "Ethacridine",
+ "Fludrocortisone",
+ "Tetraferric tricitrate decahydrate",
+ "Etifoxine",
+ "Cefonicid",
+ "Remimazolam",
+ "Promethazine",
+ "Tetracaine",
+ "Oxyquinoline",
+ "Capecitabine",
+ "Fesoterodine",
+ "Tenoxicam",
+ "Sulfaguanidine",
+ "Benzyl alcohol",
+ "Azlocillin",
+ "Beclomethasone dipropionate",
+ "Trazodone",
+ "Rasagiline",
+ "Xipamide",
+ "Metahexamide",
+ "Dichlorobenzyl alcohol",
+ "Rifamycin",
+ "Ethionamide",
+ "Raloxifene",
+ "Ezogabine",
+ "Lasmiditan",
+ "Rabeprazole",
+ "Levamisole",
+ "Fenyramidol",
+ "Elexacaftor",
+ "Bromhexine",
+ "Sarecycline",
+ "Fedratinib",
+ "Metoprolol",
+ "Benzilone",
+ "Sequifenadine",
+ "Cyclobutyrol",
+ "Talazoparib",
+ "Cefotaxime",
+ "Etoposide",
+ "Fusidic acid",
+ "Magnesium orotate",
+ "Valnoctamide",
+ "Grepafloxacin",
+ "Mefloquine",
+ "Epicillin",
+ "Dextromoramide",
+ "Acalabrutinib",
+ "Amcinonide",
+ "Acipimox",
+ "Pemigatinib",
+ "Glipizide",
+ "Trimipramine",
+ "Technetium Tc-99m oxidronate",
+ "Benzthiazide",
+ "Cabergoline",
+ "Ripretinib",
+ "Benznidazole",
+ "Rofecoxib",
+ "Bictegravir",
+ "Etamsylate",
+ "Ticagrelor",
+ "Cromoglicic acid",
+ "Lacosamide",
+ "Melphalan flufenamide",
+ "Chlorotrianisene",
+ "Hydroquinone",
+ "Estrone",
+ "Clopidogrel",
+ "Glasdegib",
+ "Acetyldihydrocodeine",
+ "Lisdexamfetamine",
+ "Pyrazinamide",
+ "Epanolol",
+ "Cisapride",
+ "Vecuronium",
+ "Epomediol",
+ "Indinavir",
+ "Colchicine",
+ "Hydroxyethylpromethazine",
+ "Toloxatone",
+ "Benidipine",
+ "Iobenzamic acid",
+ "Tibezonium iodide",
+ "Letrozole",
+ "Prednicarbate",
+ "Aceclofenac",
+ "Sucrose",
+ "Bilastine",
+ "Bisoprolol",
+ "Ziconotide",
+ "Icotinib",
+ "Pindolol",
+ "Carbamoylcholine",
+ "Terbutaline",
+ "Sertaconazole",
+ "Sparfloxacin",
+ "Plicamycin",
+ "Dopamine",
+ "Sotagliflozin",
+ "Flutamide",
+ "Oxiconazole",
+ "Methaqualone",
+ "Flumequine",
+ "Decitabine",
+ "Dexamethasone",
+ "Mitobronitol",
+ "Dipivefrin",
+ "Dichlorophen",
+ "2-Ethoxyethanol",
+ "Lesinurad",
+ "Aprindine",
+ "Carfilzomib",
+ "Diazepam",
+ "Phenyl salicylate",
+ "Lovastatin",
+ "Piperaquine",
+ "Orphenadrine",
+ "Montelukast",
+ "Chlordiazepoxide",
+ "Amifostine",
+ "Indacaterol",
+ "Racecadotril",
+ "Pyronaridine",
+ "Oxyphenonium",
+ "Phentolamine",
+ "Nicotinamide",
+ "Histamine",
+ "Octinoxate",
+ "Cadralazine",
+ "Brincidofovir",
+ "Formoterol",
+ "Cyclophosphamide",
+ "Butobarbital",
+ "Arbutamine",
+ "Cytarabine",
+ "Metixene",
+ "Disopyramide",
+ "Pirbuterol",
+ "Pheneturide",
+ "Manidipine",
+ "Ombitasvir",
+ "Fluindione",
+ "Pecilocin",
+ "Hydroxyzine",
+ "Desoximetasone",
+ "Iproniazid",
+ "Phenazopyridine",
+ "Gestonorone",
+ "Droperidol",
+ "Troxerutin",
+ "Stavudine",
+ "Dichloralphenazone",
+ "Natamycin",
+ "Cefetamet",
+ "Heptabarbital",
+ "Midazolam",
+ "Ketoprofen",
+ "Gadobutrol",
+ "Cilansetron",
+ "Fluvastatin",
+ "Hydrocortisone butyrate",
+ "Clascoterone",
+ "Pivampicillin",
+ "Pyrithyldione",
+ "Suvorexant",
+ "Methylpentynol",
+ "Oxymetholone",
+ "Metharbital",
+ "Lonazolac",
+ "Etizolam",
+ "Aloglutamol",
+ "Allylestrenol",
+ "Mafenide",
+ "Dacomitinib",
+ "Sulprostone",
+ "Proxibarbal",
+ "Exemestane",
+ "Pramocaine",
+ "Potassium lactate",
+ "Sulfatolamide",
+ "Phloroglucinol",
+ "Pitolisant",
+ "Meclizine",
+ "Mercaptopurine",
+ "Lifitegrast",
+ "Ioversol",
+ "Carbetocin",
+ "Lindane",
+ "Valproic acid",
+ "Cefuroxime",
+ "Dexrazoxane",
+ "Nitrofural",
+ "Irbesartan",
+ "Calcium chloride",
+ "Propantheline",
+ "Pidolic acid",
+ "Liothyronine",
+ "Obidoxime",
+ "Flurbiprofen",
+ "Calcium silicate",
+ "Theobromine",
+ "Vidarabine",
+ "Fluorometholone",
+ "Tixocortol",
+ "Ridaforolimus",
+ "Lusutrombopag",
+ "Levosimendan",
+ "Etynodiol",
+ "Sotorasib",
+ "Chlorambucil",
+ "Fluticasone furoate",
+ "Bupivacaine",
+ "Cefradine",
+ "Calcium Phosphate",
+ "Tetracycline",
+ "Silodosin",
+ "Succinylcholine",
+ "Tenofovir",
+ "Methadone",
+ "Technetium Tc-99m etifenin",
+ "Carbimazole",
+ "Repaglinide",
+ "Tapentadol",
+ "Flumethasone",
+ "Tromantadine",
+ "Aloxiprin",
+ "Alsactide",
+ "Amlodipine",
+ "Mersalyl",
+ "Ibutilide",
+ "Streptomycin",
+ "Desloratadine",
+ "Tiazofurine",
+ "Sodium citrate",
+ "Glymidine",
+ "Bacitracin",
+ "Iobenguane",
+ "Brotizolam",
+ "Ketamine",
+ "Metrifonate",
+ "Erdosteine",
+ "Ixabepilone",
+ "Streptozocin",
+ "Nalmefene",
+ "Pamiparib",
+ "Isradipine",
+ "Vancomycin",
+ "Furosemide",
+ "Osimertinib",
+ "Solriamfetol",
+ "Fructose",
+ "Glecaprevir",
+ "Lasofoxifene",
+ "Etilefrine",
+ "Entecavir",
+ "Cyproterone acetate",
+ "Lactic acid",
+ "Propanoic acid",
+ "Molindone",
+ "Entrectinib",
+ "Sulfametomidine",
+ "Fenoverine",
+ "Lomitapide",
+ "Cannabidiol",
+ "Oxygen",
+ "Phentermine",
+ "Miglustat",
+ "Iodohippurate sodium I-131",
+ "Clofedanol",
+ "Acetylglycinamide chloral hydrate",
+ "Rimegepant",
+ "Trilaciclib",
+ "Iotroxic acid",
+ "Ganaxolone",
+ "Sulfathiourea",
+ "Meloxicam",
+ "Plazomicin",
+ "Amantadine",
+ "Clotrimazole",
+ "Astemizole",
+ "Indomethacin",
+ "Gadopentetic acid",
+ "Bamethan",
+ "Dihydroergotamine",
+ "Risperidone",
+ "Fluconazole",
+ "Moxidectin",
+ "Fluanisone",
+ "Nylidrin",
+ "Erythrityl tetranitrate",
+ "Dinoprost",
+ "Bromopride",
+ "Calcium citrate",
+ "Dabigatran etexilate",
+ "Famciclovir",
+ "Fenoldopam",
+ "Tiagabine",
+ "Pyruvic acid",
+ "Sulfameter",
+ "Dexibuprofen",
+ "Methoxyflurane",
+ "Moxonidine",
+ "Cloprednol",
+ "Butoconazole",
+ "Tofisopam",
+ "Captopril",
+ "Oxeladin",
+ "Valganciclovir",
+ "Epitizide",
+ "Afatinib",
+ "Rucaparib",
+ "Meropenem",
+ "Tropisetron",
+ "Ferric sodium citrate",
+ "Amphetamine",
+ "Benzethonium",
+ "Clomipramine",
+ "Cinoxacin",
+ "Capreomycin",
+ "Troglitazone",
+ "Lumefantrine",
+ "Ramipril",
+ "Hexylresorcinol",
+ "Sulfathiazole",
+ "Probenecid",
+ "Itopride",
+ "Virginiamycin",
+ "Olaflur",
+ "Profenamine",
+ "Phenolphthalein",
+ "Deferoxamine",
+ "Oxybuprocaine",
+ "Maprotiline",
+ "Clevudine",
+ "Potassium perchlorate",
+ "Fenpiverinium",
+ "Obeticholic acid",
+ "Safinamide",
+ "Phenol",
+ "Dapiprazole",
+ "Diosmin",
+ "Ethchlorvynol",
+ "Indoprofen",
+ "Lacidipine",
+ "Deutetrabenazine",
+ "Iron sucrose",
+ "Moperone",
+ "Enzalutamide",
+ "Betrixaban",
+ "Metipranolol",
+ "Nifurtimox",
+ "Uracil mustard",
+ "Difelikefalin",
+ "Entinostat",
+ "Ivacaftor",
+ "Oxetacaine",
+ "Mebutizide",
+ "Quinine",
+ "Benzoctamine",
+ "Ethanol",
+ "Cobimetinib",
+ "Saquinavir",
+ "Dienestrol",
+ "Encainide",
+ "2-Fluoroaniline",
+ "Zipeprol",
+ "Daclatasvir",
+ "Patent Blue",
+ "Phenylbutyric acid",
+ "Aminolevulinic acid",
+ "Ethanolamine oleate",
+ "Pheniramine",
+ "Lonidamine",
+ "Celecoxib",
+ "Fenozolone",
+ "Tripelennamine",
+ "Tertatolol",
+ "Pargyline",
+ "Ponesimod",
+ "Amikacin",
+ "Dronabinol",
+ "Methohexital",
+ "Acyclovir",
+ "Deferasirox",
+ "Coenzyme M",
+ "Caspofungin",
+ "Rosoxacin",
+ "Fluorodopa (18F)",
+ "Darunavir",
+ "Linzagolix",
+ "Nisoldipine",
+ "Trabectedin",
+ "Propylthiouracil",
+ "Dantrolene",
+ "Progabide",
+ "Duloxetine",
+ "2-Methoxyethanol",
+ "Doxefazepam",
+ "Melagatran",
+ "Terguride",
+ "Oliceridine",
+ "Cyproheptadine",
+ "Goserelin",
+ "Methacholine",
+ "Roxithromycin",
+ "Palbociclib",
+ "Dextrothyroxine",
+ "Rebamipide",
+ "Pioglitazone",
+ "Lenacapavir",
+ "Lanatoside C",
+ "Kanamycin",
+ "Aluminium acetotartrate",
+ "Nizatidine",
+ "Alectinib",
+ "Nicardipine",
+ "Leflunomide",
+ "Econazole",
+ "Gliclazide",
+ "Mequitazine",
+ "Propafenone",
+ "Topotecan",
+ "Azanidazole",
+ "Fotemustine",
+ "Bevantolol",
+ "Alcaftadine",
+ "Bevonium",
+ "Troleandomycin",
+ "Bromotheophylline",
+ "Menadione",
+ "Calcium carbimide",
+ "Trimegestone",
+ "Lapatinib",
+ "Dosulepin",
+ "Gentian violet cation",
+ "Ubidecarenone",
+ "Sunitinib",
+ "Tafamidis",
+ "Foscarnet",
+ "Citric acid",
+ "Acetylleucine",
+ "Pipenzolate",
+ "Alogliptin",
+ "Mibefradil",
+ "Rufloxacin",
+ "Etilevodopa",
+ "Docetaxel",
+ "Difluocortolone",
+ "Periciazine",
+ "Chlorothiazide",
+ "Phenylephrine",
+ "Norfenefrine",
+ "Halcinonide",
+ "Phenacetin",
+ "Mirabegron",
+ "Fulvestrant",
+ "Methylergometrine",
+ "Procarbazine",
+ "Bedaquiline",
+ "Pipotiazine",
+ "Tetracosactide",
+ "Tolfenamic acid",
+ "Tobramycin",
+ "Glibornuride",
+ "Treosulfan",
+ "Pazufloxacin",
+ "Tiropramide",
+ "Bretylium",
+ "Nadolol",
+ "Alimemazine",
+ "Imatinib",
+ "Isoprenaline",
+ "Metacycline",
+ "Anagrelide",
+ "Remoxipride",
+ "Meclofenamic acid",
+ "Cefcapene",
+ "Ferric (59Fe) citrate",
+ "Ceftobiprole medocaril",
+ "Tamsulosin",
+ "Evogliptin",
+ "Oxaceprol",
+ "Acetylcysteine",
+ "Fumaric acid",
+ "Linezolid",
+ "Dibromotyrosine",
+ "Tasimelteon",
+ "Ceritinib",
+ "Azilsartan medoxomil",
+ "Glucosamine",
+ "Nimesulide",
+ "Technetium Tc-99m medronate",
+ "Benperidol",
+ "Escitalopram",
+ "2,4,6-Tribromophenol",
+ "Lactitol",
+ "Meprotixol",
+ "Belzutifan",
+ "Digoxin",
+ "Valpromide",
+ "Arimoclomol",
+ "Secnidazole",
+ "Pibrentasvir",
+ "Dapagliflozin",
+ "Rifampicin",
+ "Pyridostigmine",
+ "Idanpramine",
+ "Enasidenib",
+ "Sucralfate",
+ "Cloridarol",
+ "Paliperidone",
+ "Clevidipine",
+ "Vinburnine",
+ "Clomethiazole",
+ "Ebastine",
+ "Desipramine",
+ "Betaxolol",
+ "Alcuronium",
+ "Cupric sulfate",
+ "1,2-Dihydroxybenzene",
+ "Luliconazole",
+ "Idelalisib",
+ "Piperacillin",
+ "Hymecromone",
+ "Sibutramine",
+ "Flunitrazepam",
+ "Calcium acetate",
+ "Pipazethate",
+ "Ceruletide",
+ "Picotamide",
+ "Fluocortolone",
+ "Eprozinol",
+ "Demecolcine",
+ "Fenoterol",
+ "Maralixibat",
+ "Cypermethrin",
+ "Iotrolan",
+ "Zoledronic acid",
+ "Epoprostenol",
+ "Cetrimonium",
+ "Gemcitabine",
+ "Sodium tartrate",
+ "Tucatinib",
+ "Diclofenac",
+ "Penimepicycline",
+ "Ledipasvir",
+ "Iophendylate",
+ "Cisatracurium",
+ "Inosine pranobex",
+ "Fostamatinib",
+ "Nalfurafine",
+ "Captodiame",
+ "Edotreotide gallium Ga-68",
+ "Penbutolol",
+ "Methdilazine",
+ "Echothiophate",
+ "Lornoxicam",
+ "Nintedanib",
+ "Clopamide",
+ "Indocyanine green",
+ "Benzatropine",
+ "Aluminum chlorohydrate",
+ "Drospirenone",
+ "Pidotimod",
+ "Ripasudil",
+ "Triclofos",
+ "Medrysone",
+ "Sulfadicramide",
+ "Amifampridine",
+ "Tolazoline",
+ "Venlafaxine",
+ "Oxyphencyclimine",
+ "Telotristat",
+ "Ibrutinib",
+ "Nifurzide",
+ "Succinimide",
+ "Fostemsavir",
+ "Tazobactam",
+ "Dantron",
+ "Clarithromycin",
+ "Neltenexine",
+ "Phenindamine",
+ "Clofarabine",
+ "Latanoprost",
+ "Ketanserin",
+ "Butorphanol",
+ "Roxadustat",
+ "Cefepime",
+ "Felodipine",
+ "Sparteine",
+ "Hexetidine",
+ "Lomefloxacin",
+ "Oleandomycin",
+ "Pretomanid",
+ "Eperisone",
+ "Brinzolamide",
+ "Etofenamate",
+ "Trimetazidine",
+ "Mitotane",
+ "Deflazacort",
+ "Difetarsone",
+ "Cladribine",
+ "Sorbitol",
+ "Ranitidine",
+ "Mirtazapine",
+ "Ondansetron",
+ "Isocarboxazid",
+ "Clodronic acid",
+ "Meclocycline",
+ "Carbenicillin",
+ "Zorubicin",
+ "Sevelamer",
+ "Pholcodine",
+ "Ceftazidime",
+ "Levobupivacaine",
+ "Azelaic acid",
+ "Thiothixene",
+ "Urea",
+ "Cilazapril",
+ "Vilanterol",
+ "Adapalene",
+ "Flunarizine",
+ "Fusafungine",
+ "Oxycinchophen",
+ "P-Hydroxybenzaldehyde",
+ "Imipenem",
+ "Noscapine",
+ "Chlorpheniramine",
+ "Leucovorin",
+ "Metyrosine",
+ "Dorzolamide",
+ "Poldine",
+ "Aluminium acetoacetate",
+ "Rose bengal",
+ "Abarelix",
+ "Abacavir",
+ "Alprazolam",
+ "Amrubicin",
+ "Mycophenolic acid",
+ "Viloxazine",
+ "Vonoprazan",
+ "Triclabendazole",
+ "Halofantrine",
+ "Potassium gluconate",
+ "Flurazepam",
+ "Benzyl benzoate",
+ "Erythromycin",
+ "Bromperidol",
+ "Diodone",
+ "Bemegride",
+ "Sulthiame",
+ "Itraconazole",
+ "Fludeoxyglucose (18F)",
+ "Alpelisib",
+ "Salbutamol",
+ "Naproxen",
+ "Lafutidine",
+ "Lidocaine",
+ "Amisulpride",
+ "Lorazepam",
+ "Methapyrilene",
+ "Ornithine",
+ "Fondaparinux",
+ "Carfecillin",
+ "Histrelin",
+ "Megestrol acetate",
+ "Simvastatin",
+ "Procaine",
+ "Pyrvinium",
+ "Articaine",
+ "Timolol",
+ "Nimodipine",
+ "Mangafodipir",
+ "Griseofulvin",
+ "Fosfomycin",
+ "Etoricoxib",
+ "Adenosine",
+ "Opipramol",
+ "Voclosporin",
+ "Cisplatin",
+ "Temocillin",
+ "Tranexamic acid",
+ "Oxaprozin",
+ "Gestrinone",
+ "Guaifenesin",
+ "Fidaxomicin",
+ "Tolcapone",
+ "Aminosalicylic acid",
+ "Bisacodyl",
+ "Tenofovir disoproxil",
+ "Acarbose",
+ "Chloropyramine",
+ "Cycloserine",
+ "Entacapone",
+ "Dexbrompheniramine",
+ "Indapamide",
+ "Balsalazide",
+ "Phenylpropanolamine",
+ "Methylmethionine chloride",
+ "Olopatadine",
+ "Moclobemide",
+ "Triptorelin",
+ "Dapivirine",
+ "Dexrabeprazole",
+ "Azidamfenicol",
+ "Ropinirole",
+ "Hydroxyprogesterone",
+ "Sulfametrole",
+ "Mazindol",
+ "Cholic Acid",
+ "Rolitetracycline",
+ "Daunorubicin",
+ "Latamoxef",
+ "Mianserin",
+ "Tetryzoline",
+ "Benzylpenicilloyl polylysine",
+ "Nedocromil",
+ "Lodoxamide",
+ "Larotrectinib",
+ "Disulfiram",
+ "Fenbendazole",
+ "Dirithromycin",
+ "Fluoxetine",
+ "Sitagliptin",
+ "Pancuronium",
+ "Benzydamine",
+ "Oxitropium",
+ "Diethylcarbamazine",
+ "Nicergoline",
+ "Propranolol",
+ "Flibanserin",
+ "Bisoxatin",
+ "Risedronic acid",
+ "Riluzole",
+ "Pentostatin",
+ "Technetium Tc-99m mebrofenin",
+ "Gemifloxacin",
+ "Raltitrexed",
+ "Cholecalciferol",
+ "Moxisylyte",
+ "Ranimustine",
+ "Nafcillin",
+ "Tizanidine",
+ "Dinoprostone",
+ "Barnidipine",
+ "Lonafarnib",
+ "Quinethazone",
+ "Helium",
+ "Domiphen",
+ "Mometasone",
+ "Besifloxacin",
+ "Dapsone",
+ "Vortioxetine",
+ "Doxycycline",
+ "Trimazosin",
+ "Quinacrine",
+ "Naftifine",
+ "Ibacitabine",
+ "Meprobamate",
+ "Levonadifloxacin",
+ "Trihexyphenidyl",
+ "Afamelanotide",
+ "Piroxicam",
+ "Berotralstat",
+ "Etodolac",
+ "Clioquinol",
+ "Pentoxyverine",
+ "Pipemidic acid",
+ "Polymyxin B",
+ "Travoprost",
+ "Peruvoside",
+ "Cefroxadine",
+ "Lefamulin",
+ "Chlorphenoxamine",
+ "Nitrazepam",
+ "Dyphylline",
+ "Metoclopramide",
+ "Chlorzoxazone",
+ "Zolmitriptan",
+ "Picosulfuric acid",
+ "Spaglumic acid",
+ "Sulpiride",
+ "Levocarnitine",
+ "Gefapixant",
+ "Ioxitalamic acid",
+ "Trospium",
+ "Levodropropizine",
+ "Isosorbide mononitrate",
+ "Trandolapril",
+ "Diclofenamide",
+ "Tetrabenazine",
+ "Aluminium clofibrate",
+ "Pexidartinib",
+ "Clofoctol",
+ "Tecovirimat",
+ "Fluorouracil",
+ "Ketobemidone",
+ "Mepivacaine",
+ "Molsidomine",
+ "Phosphocreatine",
+ "Cefdinir",
+ "Procainamide",
+ "Lactulose",
+ "Iopodic acid",
+ "Alanyl glutamine",
+ "Selumetinib",
+ "Levocabastine",
+ "Sertraline",
+ "Bufylline",
+ "Pipradrol",
+ "Diatrizoate",
+ "Folic acid",
+ "Rufinamide",
+ "Acetyl sulfisoxazole",
+ "Strontium ranelate",
+ "Fenoprofen",
+ "Iothalamic acid",
+ "Tiemonium iodide",
+ "Cinacalcet",
+ "Technetium Tc-99m pertechnetate",
+ "Solithromycin",
+ "Sumatriptan",
+ "Cloperastine",
+ "Tiapride",
+ "Nitroxoline",
+ "Diamorphine",
+ "Dihydrotachysterol",
+ "Etoperidone",
+ "Oxametacin",
+ "Technetium Tc-99m sestamibi",
+ "Promegestone",
+ "Buclizine",
+ "Cediranib",
+ "Ertapenem",
+ "Macimorelin",
+ "Pipecuronium",
+ "Acemetacin",
+ "Guanfacine",
+ "Cridanimod",
+ "Methoxsalen",
+ "Elagolix",
+ "Ammonium chloride",
+ "Ulipristal",
+ "Micafungin",
+ "Doxorubicin",
+ "Eluxadoline",
+ "Protirelin",
+ "Halazepam",
+ "Oxazepam",
+ "Gemfibrozil",
+ "Ademetionine",
+ "Milnacipran",
+ "Desogestrel",
+ "Technetium Tc-99m disofenin",
+ "Ceftezole",
+ "Fenofibrate",
+ "Acamprosate",
+ "Amoxapine",
+ "Laninamivir",
+ "Tenidap",
+ "Stanolone",
+ "Xaliproden",
+ "Doripenem",
+ "Allopurinol",
+ "Ropivacaine",
+ "Azithromycin",
+ "Suprofen",
+ "Yohimbine",
+ "Siponimod",
+ "Dexfenfluramine",
+ "Belotecan",
+ "Sobrerol",
+ "Gestodene",
+ "Chlorhexidine",
+ "Aniracetam",
+ "Cobicistat",
+ "Dydrogesterone",
+ "Epinastine",
+ "Ambenonium",
+ "Cefoxitin",
+ "Tenapanor",
+ "Gilteritinib",
+ "Atorvastatin",
+ "Zanubrutinib",
+ "Ertugliflozin",
+ "Diethylpropion",
+ "Chlormezanone",
+ "Brexpiprazole",
+ "Chlormadinone",
+ "Ribociclib",
+ "Aliskiren",
+ "Futibatinib",
+ "Telbivudine",
+ "Sulindac",
+ "Doxapram",
+ "Stibophen",
+ "Daptomycin",
+ "Paclitaxel",
+ "Valrubicin",
+ "Flucloxacillin",
+ "Phthalylsulfathiazole",
+ "Ponatinib",
+ "Peramivir",
+ "Pentamidine",
+ "Domiodol",
+ "Methylprednisolone",
+ "Nifuroxazide",
+ "Thiamylal",
+ "Aluminium nicotinate",
+ "Zolpidem",
+ "Rutin",
+ "Carboquone",
+ "Candesartan",
+ "Loracarbef",
+ "Crisaborole",
+ "Cefprozil",
+ "Vitamin A",
+ "Letosteine",
+ "Metopimazine",
+ "Anecortave",
+ "Ketorolac",
+ "Aspoxicillin",
+ "Enoxolone",
+ "Dehydroemetine",
+ "Aztreonam",
+ "Carbazochrome",
+ "Carteolol",
+ "Phenylacetic acid",
+ "o-Bromophenol",
+ "Reserpine",
+ "Pranoprofen",
+ "Pergolide",
+ "Doxacurium",
+ "Leuprolide",
+ "Ospemifene",
+ "Nortriptyline",
+ "Sultamicillin",
+ "Mebutamate",
+ "Mefruside",
+ "Terfenadine",
+ "Miglitol",
+ "Potassium chloride",
+ "Mezlocillin",
+ "Selegiline",
+ "Trilostane",
+ "Ditazole",
+ "Fluphenazine",
+ "Olanzapine",
+ "Bazedoxifene",
+ "Hexocyclium",
+ "Desfesoterodine",
+ "Eosin",
+ "Treprostinil",
+ "Prochlorperazine",
+ "Tribromometacresol",
+ "Xibornol",
+ "Upadacitinib",
+ "Pimavanserin",
+ "Carumonam",
+ "Isosorbide dinitrate",
+ "Asenapine",
+ "Isoxsuprine",
+ "Demegestone",
+ "Filgotinib",
+ "Zidovudine",
+ "Dicloxacillin",
+ "Flufenamic acid",
+ "Pravastatin",
+ "Sufentanil",
+ "Sulfamethizole",
+ "Fimasartan",
+ "Tedisamil",
+ "Tiratricol",
+ "Riboflavin",
+ "Oxymorphone",
+ "Clofazimine",
+ "Glycerin",
+ "Abrocitinib",
+ "Brigatinib",
+ "Norethynodrel",
+ "Rolapitant",
+ "Bosutinib",
+ "Calcium levulinate",
+ "Lumiracoxib",
+ "Adefovir dipivoxil",
+ "Gabapentin",
+ "Ibuprofen",
+ "Deslanoside",
+ "Pranlukast",
+ "Pirenzepine",
+ "Dihydrostreptomycin",
+ "Ethyl hydroxybenzoate",
+ "Lubiprostone",
+ "Enalapril",
+ "Glutathione",
+ "Nilutamide",
+ "Difemerine",
+ "Mitoguazone",
+ "Temozolomide",
+ "Macitentan",
+ "Propanidid",
+ "Cathine",
+ "Camazepam",
+ "Triflupromazine",
+ "Caffeine",
+ "Chlortetracycline",
+ "Levoverbenone",
+ "Armodafinil",
+ "Ethosuximide",
+ "Citalopram",
+ "Veralipride",
+ "Prajmaline",
+ "Theophylline",
+ "Alfuzosin",
+ "Satraplatin",
+ "Calcium pangamate",
+ "Melarsoprol",
+ "Simeprevir",
+ "Voxilaprevir",
+ "Lansoprazole",
+ "Arginine glutamate",
+ "Gramicidin D",
+ "Ribavirin",
+ "Deserpidine",
+ "Propofol",
+ "Teniposide",
+ "Maraviroc",
+ "Dibekacin",
+ "Polythiazide",
+ "Oxitriptan",
+ "4-dimethylaminophenol",
+ "Tezacaftor",
+ "Trifluoperazine",
+ "Apalutamide",
+ "Gemeprost",
+ "Fluclorolone",
+ "Tioconazole",
+ "Artesunate",
+ "Norgestimate",
+ "Ceforanide",
+ "Moricizine",
+ "Zaleplon",
+ "Belumosudil",
+ "Tioguanine",
+ "Zalcitabine",
+ "Xanthinol",
+ "Endralazine",
+ "Halometasone",
+ "Fingolimod",
+ "Plitidepsin",
+ "Duvelisib",
+ "Normethadone",
+ "Dimenhydrinate",
+ "Voxelotor",
+ "Sulfadiazine",
+ "Hydrochlorothiazide",
+ "Benzoxonium",
+ "Sulfinpyrazone",
+ "Chlorhexadol",
+ "Omadacycline",
+ "Edoxudine",
+ "Oxytetracycline",
+ "Tacrine",
+ "Varenicline",
+ "Difluprednate",
+ "Dimercaprol",
+ "Calcium",
+ "Etofamide",
+ "Medrogestone",
+ "Pefloxacin",
+ "Iobitridol",
+ "Ganciclovir",
+ "Malathion",
+ "Ofloxacin",
+ "Cycloguanil",
+ "Monobenzone",
+ "Lanreotide",
+ "Diazoxide",
+ "Naloxegol",
+ "Aminomethylbenzoic acid",
+ "Aurothioglucose",
+ "Niaprazine",
+ "Propylene glycol",
+ "Taurine",
+ "Aclidinium",
+ "Chlorobutanol",
+ "Mupirocin",
+ "Telmisartan",
+ "Fomepizole",
+ "3-Chlorophenol",
+ "Methyclothiazide",
+ "Orciprenaline",
+ "Cafedrine",
+ "Clonazepam",
+ "Nevirapine",
+ "Methylphenidate",
+ "Zotepine",
+ "Dextromethorphan",
+ "Norelgestromin",
+ "Bismuth subcitrate potassium",
+ "Kebuzone",
+ "Dolutegravir",
+ "Tasosartan",
+ "Thioproperazine",
+ "Isoaminile",
+ "Prulifloxacin",
+ "Acitretin",
+ "Tiadenol",
+ "Rifaximin",
+ "Tribenoside",
+ "Azidocillin",
+ "Bephenium",
+ "Flurithromycin",
+ "Pridinol",
+ "Propicillin",
+ "Magnesium lactate",
+ "Fleroxacin",
+ "Methazolamide",
+ "Fludarabine",
+ "Abametapir",
+ "Nilotinib",
+ "Epacadostat",
+ "Tranylcypromine",
+ "Cilastatin",
+ "Aminoglutethimide",
+ "Diiodohydroxyquinoline",
+ "Esomeprazole",
+ "Mirogabalin",
+ "Clomocycline",
+ "Synephrine",
+ "Nitrous acid",
+ "Pipobroman",
+ "Fluvoxamine",
+ "Ascorbic acid",
+ "Diflorasone",
+ "Ethambutol",
+ "Cefazedone",
+ "Imidapril",
+ "Isothipendyl",
+ "Pyrithione",
+ "Methylphenobarbital",
+ "Colistin",
+ "Dextroamphetamine",
+ "Cyclandelate",
+ "2-Butanol",
+ "Calcium carbonate",
+ "Atogepant",
+ "Tolrestat",
+ "Lobeglitazone",
+ "Clidinium",
+ "Nomegestrol",
+ "Gitoformate",
+ "Phenacemide",
+ "Olmesartan",
+ "Eliglustat",
+ "Faldaprevir",
+ "Meladrazine",
+ "Mepindolol",
+ "Diroximel fumarate",
+ "Thimerosal",
+ "Mosapramine",
+ "Glyburide",
+ "Metamfetamine",
+ "Bupranolol",
+ "Benzoyl peroxide",
+ "Glisoxepide",
+ "Tacalcitol",
+ "Lincomycin",
+ "Iopydol",
+ "Remifentanil",
+ "Butylscopolamine",
+ "Tofacitinib",
+ "Norethandrolone",
+ "Sodium bicarbonate",
+ "Trametinib",
+ "Isobromindione",
+ "Alclometasone",
+ "Cyclizine",
+ "Ioflupane I-123",
+ "Dexetimide",
+ "Ritonavir",
+ "Clobutinol",
+ "Metaraminol",
+ "Dipyrocetyl",
+ "Bimatoprost",
+ "Mesterolone",
+ "Vernakalant",
+ "Roquinimex",
+ "Ribostamycin",
+ "Paromomycin",
+ "Landiolol",
+ "Pentagastrin",
+ "Nadifloxacin",
+ "Elvitegravir",
+ "Amobarbital",
+ "Butabarbital",
+ "Tavaborole",
+ "Mecamylamine",
+ "Grazoprevir",
+ "Cefiderocol",
+ "Pipamperone",
+ "Benzoic acid",
+ "Bumadizone",
+ "Levothyroxine",
+ "Rimantadine",
+ "Dimethyl fumarate",
+ "Strontium chloride Sr-89",
+ "Bromfenac",
+ "Bromazepam",
+ "Artemether",
+ "Prasugrel",
+ "Norgestrienone",
+ "Lorajmine",
+ "Colfosceril palmitate",
+ "Masoprocol",
+ "Pyridoxal phosphate",
+ "Trifluperidol",
+ "Dipyridamole",
+ "Sulbactam",
+ "Tromethamine",
+ "Doxofylline",
+ "Nilvadipine",
+ "Infigratinib",
+ "Edetate sodium",
+ "Clemastine",
+ "Benazepril",
+ "Trimethadione",
+ "Dasabuvir",
+ "Ivosidenib",
+ "Acetoxolone",
+ "Doxepin",
+ "Degarelix",
+ "Masitinib",
+ "Oxypertine",
+ "Bromisoval",
+ "Sotalol",
+ "Citicoline",
+ "Clorexolone",
+ "Dofetilide",
+ "Deoxycholic acid",
+ "Ferric ammonium citrate",
+ "Fosphenytoin",
+ "Ferrous ascorbate",
+ "Lorlatinib",
+ "Pinaverium",
+ "Ipragliflozin",
+ "Quinapril",
+ "Dronedarone",
+ "Pixantrone",
+ "Apomorphine",
+ "Theodrenaline",
+ "Dimetacrine",
+ "Epinephrine",
+ "Enflurane",
+ "Estriol",
+ "Thenalidine",
+ "Fosfructose",
+ "Homatropine",
+ "Piretanide",
+ "Cefpodoxime",
+ "Tegoprazan",
+ "Osilodrostat",
+ "Valdecoxib",
+ "Alfacalcidol",
+ "Sulfamethoxypyridazine",
+ "Ticarcillin",
+ "Rilpivirine",
+ "Metildigoxin",
+ "Penfluridol",
+ "Practolol",
+ "Epimestrol",
+ "Modafinil",
+ "Etohexadiol",
+ "Azathioprine",
+ "Lenalidomide",
+ "Acepromazine",
+ "Acetrizoic acid",
+ "Pseudoephedrine",
+ "Dexketoprofen",
+ "Talinolol",
+ "Binimetinib",
+ "Etafenone",
+ "Demeclocycline",
+ "Cefmetazole",
+ "Rivastigmine",
+ "M-Cresol",
+ "Motretinide",
+ "Hypochlorite",
+ "Mercaptoethanol",
+ "Levobunolol",
+ "Aripiprazole",
+ "Fentiazac",
+ "Isometheptene",
+ "Probucol",
+ "Carbocisteine",
+ "Fenofibric acid",
+ "Iprazochrome",
+ "Indobufen",
+ "Fluocinonide",
+ "Memantine",
+ "Cilostazol",
+ "Meticillin",
+ "Aminophenazone",
+ "Velpatasvir",
+ "Trifluridine",
+ "Fasudil",
+ "Azapropazone",
+ "Raltegravir",
+ "Bivalirudin",
+ "Pantothenic acid",
+ "Metronidazole",
+ "Omidenepag isopropyl",
+ "Anastrozole",
+ "Spirapril",
+ "Sorafenib",
+ "Formocortal",
+ "Beraprost",
+ "Diethylstilbestrol",
+ "Perindopril",
+ "Nitrofurantoin",
+ "Ethanolamine",
+ "Proglumetacin",
+ "Melatonin",
+ "Ivabradine",
+ "Eslicarbazepine",
+ "Fluprednidene",
+ "Midodrine",
+ "Isopropamide",
+ "Phenelzine",
+ "Cefbuperazone",
+ "Alendronic acid",
+ "Cangrelor",
+ "Ferrous tartrate",
+ "Trioxsalen",
+ "Antazoline",
+ "Mephenoxalone",
+ "Imidazole",
+ "Uridine triacetate",
+ "Buprenorphine",
+ "Morinamide",
+ "Valaciclovir",
+ "Amithiozone",
+ "Delamanid",
+ "Proparacaine",
+ "Glycerol phenylbutyrate",
+ "Galactose",
+ "Triprolidine",
+ "Latanoprostene bunod",
+ "Aminocaproic acid",
+ "Fosinopril",
+ "Dextropropoxyphene",
+ "Micronomicin",
+ "Diphenoxylate",
+ "Dimetindene",
+ "Netilmicin",
+ "Ketazolam",
+ "Vilazodone",
+ "Zolimidine",
+ "Cortivazol",
+ "Lofexidine",
+ "Neocitrullamon",
+ "Sulfamethazine",
+ "Phenylbutazone",
+ "Mesoridazine",
+ "Bucetin",
+ "Pentaerithrityl",
+ "Thiopental",
+ "Hexaminolevulinate",
+ "Ethenzamide",
+ "Roflumilast",
+ "Tiaprofenic acid",
+ "Iopanoic acid",
+ "Tropicamide",
+ "Rimiterol",
+ "Ticlatone",
+ "Isotretinoin",
+ "Diphenhydramine",
+ "Quetiapine",
+ "Vaborbactam",
+ "Budesonide",
+ "Tipranavir",
+ "Bosentan",
+ "Cariprazine",
+ "Silver sulfadiazine",
+ "Ezetimibe",
+ "Droxypropine",
+ "Dyclonine",
+ "Tazemetostat",
+ "Cocaine",
+ "Clocortolone",
+ "Cysteamine",
+ "Phenprocoumon",
+ "Pantoprazole",
+ "Fluoxymesterone",
+ "Cinitapride",
+ "Hydroquinine",
+ "Sevoflurane",
+ "Cyanocobalamin",
+ "Vadadustat",
+ "Choline salicylate",
+ "Diphenylpyraline",
+ "Nicorandil",
+ "Vosaroxin",
+ "Methylthiouracil",
+ "Levodopa",
+ "Physostigmine",
+ "Gedocarnil",
+ "Thymol",
+ "Tetroxoprim",
+ "Paramethadione",
+ "Delapril",
+ "Desvenlafaxine",
+ "Etofibrate",
+ "Thonzylamine",
+ "Nabilone",
+ "Amineptine",
+ "Acebutolol",
+ "Triheptanoin",
+ "Levosulpiride",
+ "Naltrexone",
+ "Pheneticillin",
+ "Ursodeoxycholic acid",
+ "P-Nitrophenol",
+ "Bentiromide",
+ "Aminohippuric acid",
+ "Voglibose",
+ "Alizapride",
+ "Quizartinib",
+ "Imeglimin",
+ "Ioxaglic acid",
+ "Oxatomide",
+ "Moroxydine",
+ "Salmeterol",
+ "Nalbuphine",
+ "Amyl Nitrite",
+ "Gadoxetic acid",
+ "Meglutol",
+ "Vismodegib",
+ "Trichlormethiazide",
+ "Cabazitaxel",
+ "Amiloride",
+ "Carbaspirin calcium",
+ "Perboric acid",
+ "Fluspirilene",
+ "Atomoxetine",
+ "Tryptophan",
+ "Lormetazepam",
+ "Abemaciclib",
+ "Etelcalcetide",
+ "Pemoline",
+ "Zinc chloride",
+ "Debrisoquine",
+ "Asunaprevir",
+ "Febuxostat",
+ "Bethanidine",
+ "Finasteride",
+ "Busulfan",
+ "Deferiprone",
+ "Pomalidomide",
+ "Pivmecillinam",
+ "Cefatrizine",
+ "Praziquantel",
+ "Oxymetazoline",
+ "Stanozolol",
+ "Enoximone",
+ "Promazine",
+ "Flucytosine",
+ "Buformin",
+ "Eucalyptol",
+ "Niclosamide",
+ "Anileridine",
+ "Febarbamate",
+ "Edaravone",
+ "Methscopolamine",
+ "Adinazolam",
+ "Phenglutarimide",
+ "Levamlodipine",
+ "Acetohydroxamic acid",
+ "Thiotepa",
+ "Fendiline",
+ "Sacubitril",
+ "Dezocine",
+ "Hexamidine",
+ "Diphenadione",
+ "Pentosan polysulfate",
+ "Aminophylline",
+ "Dihydrocodeine",
+ "Magnesium sulfate",
+ "Flupentixol",
+ "Bifonazole",
+ "Iodohippurate sodium I-123",
+ "Seratrodast",
+ "Faropenem",
+ "Trimethobenzamide",
+ "Prednisolone",
+ "Oxantel",
+ "1,4-Butanediol",
+ "Spectinomycin",
+ "Luseogliflozin",
+ "Azatadine",
+ "Ambrisentan",
+ "Camostat",
+ "Ergocalciferol",
+ "Gadoteridol",
+ "Glutamic acid",
+ "Proguanil",
+ "Selenium (75Se) norcholesterol",
+ "Minoxidil",
+ "Tegafur",
+ "Arbekacin",
+ "Sulfametopyrazine",
+ "Pentaerythritol tetranitrate",
+ "Buthiazide",
+ "Doravirine",
+ "Naratriptan",
+ "Cilnidipine",
+ "Albendazole",
+ "Furazidin",
+ "Setmelanotide",
+ "Methylene blue",
+ "Nebivolol",
+ "Ferrous gluconate",
+ "Ibudilast",
+ "Magnesium levulinate",
+ "Resorcinol",
+ "Gadoteric acid",
+ "Flunisolide",
+ "Amoxicillin",
+ "Trepibutone",
+ "Tolterodine",
+ "Brivaracetam",
+ "Nalidixic acid",
+ "Gallium Ga-68 gozetotide",
+ "Edrophonium",
+ "Ixazomib",
+ "Mandelic acid",
+ "Salsalate",
+ "Metyrapone",
+ "Cefamandole",
+ "Doxazosin",
+ "Nystatin",
+ "Bempedoic acid",
+ "Chlorophetanol",
+ "Primaquine",
+ "Clindamycin",
+ "Apraclonidine",
+ "Sodium oxybate",
+ "Cyclopentolate",
+ "Tienilic acid",
+ "Aclarubicin",
+ "Oxyfedrine",
+ "Moxestrol",
+ "Technetium Tc-99m tetrofosmin",
+ "Tebipenem pivoxil",
+ "Talbutal",
+ "Fenbufen",
+ "Tinidazole",
+ "Metolazone",
+ "Oxolinic acid",
+ "Felbamate",
+ "Dacarbazine",
+ "Sodium tetradecyl sulfate",
+ "Lomustine",
+ "Alvimopan",
+ "Amdinocillin",
+ "Cefacetrile",
+ "Orlistat",
+ "Sulfamerazine",
+ "Clorazepic acid",
+ "Belinostat",
+ "Zofenopril",
+ "Paricalcitol",
+ "Darifenacin",
+ "Niridazole",
+ "Viminol",
+ "Thiamine",
+ "Loratadine",
+ "Desaspidin",
+ "Warfarin",
+ "Iproclozide",
+ "Proscillaridin",
+ "Alminoprofen",
+ "Terconazole",
+ "Aceneuramic acid",
+ "Lofepramine",
+ "Levocetirizine",
+ "Tigecycline",
+ "Levoleucovorin",
+ "Magnesium gluconate",
+ "Oxybutynin",
+ "Fabomotizole",
+ "Ergotamine",
+ "Lorcaserin",
+ "Samarium (153Sm) lexidronam",
+ "Iocetamic acid",
+ "Metrizoic acid",
+ "Fosravuconazole",
+ "Methyprylon",
+ "Protriptyline",
+ "Cidofovir",
+ "Bumetanide",
+ "Trimebutine",
+ "Dimetofrine",
+ "Arginine",
+ "Silibinin",
+ "Oxacillin",
+ "Famotidine",
+ "Sodium aurothiomalate",
+ "Sulfasalazine",
+ "Trifarotene",
+ "Atosiban",
+ "Sulfisoxazole",
+ "Zimelidine",
+ "Lisuride",
+ "Rotigotine",
+ "Quingestanol",
+ "Pamidronic acid",
+ "Imipramine",
+ "Glycopyrronium",
+ "Mannosulfan",
+ "Bibrocathol",
+ "Bezafibrate",
+ "Triclosan",
+ "Rosiglitazone",
+ "Oxtriphylline",
+ "Lynestrenol",
+ "Levacetylmethadol",
+ "Cortisone",
+ "Cevimeline",
+ "Tibolone",
+ "Cefozopran",
+ "Mosapride",
+ "Misoprostol",
+ "Ciclesonide",
+ "Suramin",
+ "Hyaluronic acid",
+ "Tidiacic arginine",
+ "Hidrosmin",
+ "Pralatrexate",
+ "Hyoscyamine",
+ "Potassium citrate",
+ "Ethyl loflazepate",
+ "Sulfobromophthalein",
+ "Naphthoquine",
+ "Cefixime",
+ "Vintafolide",
+ "Propyl alcohol",
+ "Barbexaclone",
+ "Ceftizoxime",
+ "Fencamfamin",
+ "Valbenazine",
+ "Amlexanox",
+ "Methionine C-11",
+ "Etidronic acid",
+ "Padeliporfin",
+ "Terazosin",
+ "Tridihexethyl",
+ "Nialamide",
+ "Dimetotiazine",
+ "Mepyramine",
+ "Biotin",
+ "Tosufloxacin",
+ "Meprednisone",
+ "Methallenestril",
+ "Trapidil",
+ "Naphazoline",
+ "Phylloquinone",
+ "Betazole",
+ "Icatibant",
+ "Oxyphenisatin",
+ "Demecarium",
+ "Cyclobenzaprine",
+ "Linsidomine",
+ "Hexoprenaline",
+ "Chlorphenesin",
+ "Cimetropium",
+ "Remikiren",
+ "Pyrazole",
+ "Tianeptine",
+ "Mesalazine",
+ "Altretamine",
+ "Acetarsol",
+ "Hexafluronium",
+ "Granisetron",
+ "Hydrocodone",
+ "Pirfenidone",
+ "Empagliflozin",
+ "Phenobarbital",
+ "P-Cresol",
+ "Canagliflozin",
+ "Proxyphylline",
+ "Methenamine",
+ "Butaperazine",
+ "Dihydroergocristine",
+ "Rimexolone",
+ "Acefylline",
+ "Oritavancin",
+ "Ouabain",
+ "Drotaverine",
+ "Melevodopa",
+ "Hydroflumethiazide",
+ "Chlorthalidone",
+ "Carisbamate",
+ "Loperamide oxide",
+ "Boceprevir",
+ "Pramipexole",
+ "Iodipamide",
+ "Adrenalone",
+ "Cetrorelix",
+ "Delafloxacin",
+ "Fluciclovine (18F)",
+ "Naproxcinod",
+ "Sulfadoxine",
+ "Vinflunine",
+ "Thiethylperazine",
+ "Tyropanoic acid",
+ "Cimetidine",
+ "Bentazepam",
+ "Flupirtine",
+ "Sapropterin",
+ "Ranolazine",
+ "Bitolterol",
+ "Udenafil",
+ "Methylestrenolone",
+ "Fluorescein",
+ "Uracil",
+ "Ivermectin",
+ "Tirbanibulin",
+ "Roxatidine acetate",
+ "Amodiaquine",
+ "Tazarotene",
+ "Tafluprost",
+ "Ferrous aspartate",
+ "Ephedrine",
+ "Noxytiolin",
+ "Lamotrigine",
+ "Bleomycin",
+ "Benzylpenicillin",
+ "Etamivan",
+ "Mifepristone",
+ "Toremifene",
+ "Ramelteon",
+ "Zopiclone",
+ "P-Anisic Acid",
+ "Nomifensine",
+ "Sulbenicillin",
+ "Tolnaftate",
+ "F-Loop of Vitamin B12",
+ "Tegaserod",
+ "Quazepam",
+ "Alprostadil",
+ "Papaverine",
+ "Diflunisal",
+ "Retapamulin",
+ "Sodium phosphate, monobasic",
+ "Flunoxaprofen",
+ "Estradiol",
+ "Trimethaphan",
+ "Doxercalciferol",
+ "Amorolfine",
+ "Palonosetron",
+ "Benfotiamine",
+ "Pimecrolimus",
+ "Imolamine",
+ "Bepridil",
+ "Pregabalin",
+ "Pacritinib",
+ "Phenazocine",
+ "Mechlorethamine",
+ "Fluocortin",
+ "Lopinavir",
+ "Acetohexamide",
+ "Scopolamine",
+ "Vincamine",
+ "Flavoxate",
+ "Sodium chloride",
+ "Sulfamazone",
+ "Isoconazole",
+ "Mexazolam",
+ "Gadobenic acid",
+ "Dactinomycin",
+ "Quinidine",
+ "Rivaroxaban",
+ "Ibuproxam",
+ "Buflomedil",
+ "Nitrendipine",
+ "Propiomazine",
+ "Chloral hydrate",
+ "Chlorcyclizine",
+ "Pivagabine",
+ "Bendamustine",
+ "Deucravacitinib",
+ "Floxuridine",
+ "Eflornithine",
+ "Carbutamide",
+ "Mitiglinide",
+ "Fexofenadine",
+ "Stiripentol",
+ "Cetirizine",
+ "Pantethine",
+ "Estetrol",
+ "Donepezil",
+ "Odevixibat",
+ "Loperamide",
+ "Fenfluramine",
+ "Bupropion",
+ "Carbromal",
+ "Ferric maltol",
+ "Flurandrenolide",
+ "Isopropyl alcohol",
+ "Hydralazine",
+ "Iopromide",
+ "Haloperidol",
+ "Mebendazole",
+ "Bicalutamide",
+ "Tramadol",
+ "Nitric Oxide",
+ "Melperone",
+ "Phensuximide",
+ "Prucalopride",
+ "Brompheniramine",
+ "Atovaquone",
+ "Mazaticol",
+ "Efavirenz",
+ "Trimethoprim",
+ "Carbuterol",
+ "Eletriptan",
+ "Mepenzolate",
+ "Capmatinib",
+ "Elbasvir",
+ "Phenolsulfonphthalein",
+ "Carbamazepine",
+ "Desmopressin",
+ "Imiquimod",
+ "Candicidin",
+ "Emtricitabine",
+ "Zanamivir",
+ "Succinylsulfathiazole",
+ "Pirarubicin",
+ "Taurolidine",
+ "Everolimus",
+ "Prazepam",
+ "Camphor",
+ "Pizotifen",
+ "Oxandrolone",
+ "Minocycline",
+ "Acetaminophen",
+ "Sulfacetamide",
+ "Etretinate",
+ "Vindesine",
+ "Minaprine",
+ "Clenbuterol",
+ "Gamolenic acid",
+ "Glafenine",
+ "Idebenone",
+ "Encorafenib",
+ "Veliparib",
+ "Etonogestrel",
+ "Acetic acid",
+ "Plerixafor",
+ "Fumagillin",
+ "Iohexol",
+ "Cinolazepam",
+ "Reproterol",
+ "Linaclotide",
+ "Halothane",
+ "Phenformin",
+ "Clozapine",
+ "Hydrocortisone aceponate",
+ "Omeprazole",
+ "Thiamphenicol",
+ "Metenolone",
+ "Carbenoxolone",
+ "Canrenoic acid",
+ "Propacetamol",
+ "Eravacycline",
+ "Butalbital",
+ "Cyclopenthiazide",
+ "Potassium",
+ "Tiocarlide",
+ "Vemurafenib",
+ "Hydromorphone",
+ "Axitinib",
+ "Amsacrine",
+ "Ipratropium",
+ "Tolmetin",
+ "Dobesilic acid",
+ "Aurotioprol",
+ "Ximelagatran",
+ "Xenysalate",
+ "Relugolix",
+ "Rifapentine",
+ "Moxifloxacin",
+ "Prazosin",
+ "Niflumic acid",
+ "Cabozantinib",
+ "Prenylamine",
+ "Polmacoxib",
+ "Cyclothiazide",
+ "Ioxilan",
+ "Inositol nicotinate",
+ "Befunolol",
+ "Penciclovir",
+ "Trimetrexate",
+ "Sennosides",
+ "Pentoxifylline",
+ "Calcium lactate",
+ "Rescinnamine",
+ "Cyfluthrin",
+ "Oxamniquine",
+ "Acetophenazine",
+ "Peficitinib",
+ "Erdafitinib",
+ "(S)-butane-1,3-diol",
+ "Undecylenic acid",
+ "Ethotoin",
+ "Podofilox",
+ "Pyridoxine",
+ "Dexlansoprazole",
+ "Lamivudine",
+ "Ingenol mebutate",
+ "Abiraterone",
+ "Erlotinib",
+ "Migalastat",
+ "Dicyclomine",
+ "Indium In-111 pentetate",
+ "Magnesium carbonate",
+ "Rociletinib",
+ "Lanthanum carbonate",
+ "Protionamide",
+ "Felbinac",
+ "Deanol",
+ "Cyclacillin",
+ "Tolvaptan",
+ "Spiramycin",
+ "Miconazole",
+ "Cefotetan",
+ "Droxicam",
+ "Sodium fluoride",
+ "Merbromin",
+ "Loprazolam",
+ "Diacerein",
+ "Tocainide",
+ "Trolamine",
+ "Tamoxifen",
+ "Benzocaine",
+ "Methyldopa",
+ "Brimonidine",
+ "Esmolol",
+ "Amiodarone",
+ "Tolbutamide",
+ "Letermovir",
+ "Progesterone",
+ "Temsirolimus",
+ "Codeine",
+ "Telaprevir",
+ "Methylnaltrexone",
+ "Diltiazem",
+ "Iloperidone",
+ "Alitretinoin",
+ "Lumateperone",
+ "Ciclopirox",
+ "Sertindole",
+ "Levofloxacin",
+ "Efaproxiral",
+ "Calcifediol",
+ "Chlorprothixene",
+ "Relebactam",
+ "Fenquizone",
+ "Rifabutin",
+ "Mometasone furoate",
+ "Tioxolone",
+ "Daprodustat",
+ "Nabumetone",
+ "Guanethidine",
+ "Bromochlorosalicylanilide",
+ "Frovatriptan",
+ "Alclofenac",
+ "Azacitidine",
+ "Istradefylline",
+ "Nitrous oxide",
+ "Amprenavir",
+ "Heptaminol",
+ "Sisomicin",
+ "Fosamprenavir",
+ "Cefadroxil",
+ "Permethrin",
+ "Mephenesin",
+ "Phenibut",
+ "Bufexamac",
+ "Talampicillin",
+ "Prednimustine",
+ "Mannitol",
+ "Thalidomide",
+ "Cefditoren",
+ "Salicylamide",
+ "Sofosbuvir",
+ "Ketoconazole",
+ "Morphine",
+ "Ruxolitinib",
+ "Pirprofen",
+ "Xamoterol",
+ "Cefpirome",
+ "Tritoqualine",
+ "Metandienone",
+ "Iopamidol",
+ "Beclabuvir",
+ "Lurbinectedin",
+ "Maribavir",
+ "Tymazoline",
+ "Hydroxyurea",
+ "Sirolimus",
+ "Gentamicin",
+ "Nalorphine",
+ "Mivacurium",
+ "Phenoxymethylpenicillin",
+ "Meptazinol",
+ "Inositol",
+ "Vorapaxar",
+ "Oteseconazole",
+ "Ciclobendazole",
+ "Ajmaline",
+ "Sulfadimethoxine",
+ "Florbetaben (18F)",
+ "Olaparib",
+ "Muzolimine",
+ "Perampanel",
+ "Etomidate",
+ "Ethylmorphine",
+ "Phenoxybenzamine",
+ "Carindacillin",
+ "Thioridazine",
+ "Acetyldigoxin",
+ "Cloxazolam",
+ "Paritaprevir",
+ "Benoxaprofen",
+ "Palovarotene",
+ "Oxyphenbutazone",
+ "Regadenoson",
+ "Pentobarbital",
+ "Saxagliptin",
+ "Laevulinic Acid",
+ "Pitavastatin",
+ "Temazepam",
+ "Teriflunomide",
+ "Nicofuranose",
+ "Bexarotene",
+ "Piracetam",
+ "Hexobarbital",
+ "Darolutamide",
+ "Iocarmic acid",
+ "Bioallethrin",
+ "Dequalinium",
+ "Chlorquinaldol",
+ "Mequinol",
+ "Celiprolol",
+ "Laquinimod",
+ "N,N-dimethylglycine",
+ "Enviomycin",
+ "Irinotecan",
+ "Torasemide",
+ "Polidocanol",
+ "Dabrafenib",
+ "Glimepiride",
+ "Methotrimeprazine",
+ "Olsalazine",
+ "Isepamicin",
+ "Clobetasone",
+ "Carmustine",
+ "Gonadorelin",
+ "Efloxate",
+ "Xylometazoline",
+ "Vildagliptin",
+ "Rociverine",
+ "Imidazole salicylate",
+ "Sodium lauryl sulfoacetate",
+ "Meglumine antimoniate",
+ "Bezitramide",
+ "Difenpiramide",
+ "Mitomycin",
+ "Methysergide",
+ "Alfentanil",
+ "Idrocilamide",
+ "Bambuterol",
+ "Acetazolamide",
+ "Ataluren",
+ "Oxabolone cipionate",
+ "Nordazepam",
+ "Methylprednisolone aceponate",
+ "Midecamycin",
+ "Clorindione",
+ "Enoxacin",
+ "Tretinoin",
+ "Ozenoxacin",
+ "Formestane",
+ "Cefmenoxime",
+ "Norfloxacin",
+ "Choline alfoscerate",
+ "Topiramate",
+ "Dolasetron",
+ "Amitriptyline",
+ "Procyclidine",
+ "Alosetron",
+ "Calcium glubionate anhydrous",
+ "Pyrimethamine",
+ "Tivozanib",
+ "Pazopanib",
+ "Quinbolone",
+ "Bromodiphenhydramine",
+ "Medroxyprogesterone acetate",
+ "Pasireotide",
+ "Loxoprofen",
+ "Flumedroxone",
+ "Favipiravir",
+ "Oxprenolol",
+ "Isoflurane",
+ "Inosine",
+ "Sulfoxone",
+ "Methyl aminolevulinate",
+ "Vapreotide",
+ "Lercanidipine",
+ "Rokitamycin",
+ "Mephenytoin",
+ "Bethanechol",
+ "Bamifylline",
+ "Cinchocaine",
+ "Lurasidone",
+ "Cefaloridine",
+ "Styramate",
+ "Tirilazad",
+ "Netarsudil",
+ "Sulfamethoxazole",
+ "Broxyquinoline",
+ "Antipyrine",
+ "Triamterene",
+ "Nelfinavir",
+ "Metamizole",
+ "Bendroflumethiazide",
+ "Prasterone",
+ "Alfaxalone",
+ "Copanlisib",
+ "Tolperisone",
+ "Cyamemazine",
+ "Tolazamide",
+ "Vandetanib",
+ "Tetragalacturonic acid hydroxymethylester",
+ "Gadoversetamide",
+ "Sodium stibogluconate",
+ "Lenvatinib",
+ "Carglumic acid",
+ "Fipexide",
+ "Tiracizine",
+ "Prednylidene",
+ "Cefodizime",
+ "Melphalan",
+ "Apronalide",
+ "Protiofate",
+ "Nepinalone",
+ "Methocarbamol",
+ "Tilbroquinol",
+ "Quifenadine",
+ "Furazolidone",
+ "Atazanavir",
+ "Sincalide",
+ "Quinagolide",
+ "Florbetapir (18F)",
+ "Revefenacin",
+ "Risdiplam",
+ "Cicletanine",
+ "Unoprostone",
+ "Crizotinib",
+ "Levomethadone",
+ "Casopitant",
+ "Acrivastine",
+ "Methoxamine",
+ "N-methylnicotinamide",
+ "Rupatadine",
+ "Cloranolol",
+ "Pleconaril",
+ "Enprostil",
+ "Indigotindisulfonic acid",
+ "Umifenovir",
+ "Chloroquine",
+ "Olodaterol",
+ "Mitoxantrone",
+ "Ethylestrenol",
+ "Iodixanol",
+ "Propentofylline",
+ "Dopexamine",
+ "Mephentermine",
+ "Benzonatate",
+ "Propiverine",
+ "Loteprednol",
+ "Copper usnate",
+ "Dienogest",
+ "Tisopurine",
+ "Rocuronium",
+ "Difenoxin",
+ "Naloxone",
+ "Droxidopa",
+ "Triazolam",
+ "Sultopride",
+ "Dropropizine",
+ "Clefamide",
+ "Tubocurarine",
+ "Bithionol",
+ "Vardenafil",
+ "Fenspiride",
+ "Nicofetamide",
+ "Paramethasone",
+ "Cefminox",
+ "Omacetaxine mepesuccinate",
+ "Sulfacytine",
+ "Thiabendazole",
+ "Argatroban",
+ "Etidocaine",
+ "Trovafloxacin",
+ "Niraparib",
+ "Clonidine",
+ "Eprazinone",
+ "Sodium feredetate",
+ "Creatinolfosfate",
+ "Chlorpromazine",
+ "Nimustine",
+ "Metisazone",
+ "Sodium glycerophosphate",
+ "Nefazodone",
+ "Ritodrine",
+ "Cefpiramide",
+ "Iodine (131I) norcholesterol",
+ "Arsthinol",
+ "Temafloxacin",
+ "Regorafenib",
+ "Moexipril",
+ "Terizidone",
+ "Midostaurin",
+ "Isoniazid",
+ "Flubendazole",
+ "Nicotinyl alcohol",
+ "Zomepirac",
+ "Loxapine",
+ "Prilocaine",
+ "Methimazole",
+ "Tafenoquine",
+ "Zinc ascorbate",
+ "Methionine",
+ "Demoxytocin",
+ "Secobarbital",
+ "Paraldehyde",
+ "Betaine",
+ "Bopindolol",
+ "Valsartan",
+ "Acetylcarnitine",
+ "Ethacizine",
+ "Tacrolimus",
+ "Tirofiban",
+ "Perphenazine",
+ "Ciprofibrate",
+ "Gatifloxacin",
+ "Atenolol",
+ "Tretoquinol",
+ "Betamethasone",
+ "Auranofin",
+ "Efinaconazole",
+ "Danazol",
+ "Hetacillin",
+ "Haloprogin",
+ "Pentamycin",
+ "Cefazolin",
+ "Dobutamine",
+ "Nandrolone",
+ "Levetiracetam",
+ "Almitrine",
+ "Conivaptan",
+ "Idarubicin",
+ "Sitafloxacin",
+ "Teclozan",
+ "Sulfaisodimidine",
+ "Miltefosine",
+ "Digitoxin",
+ "Mitapivat",
+ "Beta carotene",
+ "Coblopasvir",
+ "Cefalotin",
+ "Fentonium",
+ "Clometocillin",
+ "Isavuconazole",
+ "Rimonabant",
+ "Methsuximide",
+ "Dutasteride",
+ "Tenonitrozole",
+ "Gusperimus",
+ "Losartan",
+ "Spironolactone",
+ "Etacrynic acid",
+ "Methoserpidine",
+ "Carmofur",
+ "Gadodiamide",
+ "Penamecillin",
+ "Neratinib",
+ "Clomifene",
+ "Flumazenil",
+ "Clavulanic acid",
+ "Sonidegib",
+ "Hexachlorophene",
+ "Flutemetamol (18F)",
+ "Almotriptan",
+ "Sulfaperin",
+ "Clebopride",
+ "Carvedilol",
+ "Chloroprednisone",
+ "Homatropine methylbromide",
+ "Meperidine",
+ "Sulfamoxole",
+ "Troxipide",
+ "Cloxacillin",
+ "Pralidoxime",
+ "Ceftaroline fosamil",
+ "Nateglinide",
+ "Cerivastatin",
+ "Dixyrazine",
+ "Ticlopidine",
+ "Dimethylaminopropionylphenothiazine",
+ "Bendazac",
+ "Ioglycamic acid",
+ "Nelarabine",
+ "Prenalterol",
+ "Artenimol",
+ "Ziprasidone",
+ "Buspirone",
+ "Mexiletine",
+ "Zonisamide",
+ "Olmutinib",
+ "Indoramin",
+ "Telavancin",
+ "Metrizamide",
+ "Verapamil",
+ "Carbinoxamine",
+ "Benzimidazole",
+ "Mizolastine",
+ "Nitazoxanide",
+ "Selexipag",
+ "Mifamurtide",
+ "Benorilate",
+ "Avapritinib",
+ "Biperiden",
+ "Butyl alcohol",
+ "Thymopentin",
+ "Clopenthixol",
+ "Hydrocortisone probutate",
+ "Calcium glucoheptonate",
+ "Ceftriaxone",
+ "Vorinostat",
+ "Benzbromarone",
+ "Estazolam",
+ "Lumacaftor",
+ "Flecainide",
+ "Mefenamic acid",
+ "Aprepitant",
+ "Ulobetasol",
+ "Zucapsaicin",
+ "Glutethimide",
+ "Rosuvastatin",
+ "Cefotiam",
+ "Clotiazepam",
+ "Levonorgestrel",
+ "Zafirlukast",
+ "Ifosfamide",
+ "Bekanamycin",
+ "Butalamine",
+ "Fludiazepam",
+ "Monoxerutin",
+ "Agomelatine",
+ "Pyrantel",
+ "Magnesium aspartate",
+ "Sugammadex",
+ "Tenofovir alafenamide",
+ "Phencyclidine",
+ "Lysine",
+ "Tedizolid",
+ "Linagliptin",
+ "Docosanol",
+ "Nafarelin",
+ "Paroxetine",
+ "Ozanimod",
+ "Gepefrine",
+ "Triflusal",
+ "Avatrombopag",
+ "Eprosartan",
+ "Lisinopril",
+ "Butanilicaine",
+ "Cefsulodin",
+ "Josamycin",
+ "Pinacidil",
+ "Alprenolol",
+ "Apixaban",
+ "Biapenem",
+ "Aldosterone",
+ "Acadesine",
+ "Calcipotriol",
+ "Ibandronate",
+ "Zuclopenthixol",
+ "Acetamide",
+ "Framycetin",
+ "Sulfanilamide",
+ "Nitroglycerin",
+ "Triethylenetetramine",
+ "Acetyldigitoxin",
+ "Aminobenzoic acid",
+ "Piritramide",
+ "Sulfapyridine",
+ "Romidepsin",
+ "Lidoflazine",
+ "Citiolone",
+ "Phenytoin",
+ "Testosterone",
+ "Ampicillin",
+ "Tadalafil",
+ "Benfluorex",
+ "Oxcarbazepine",
+ "Solifenacin",
+ "Chloramphenicol",
+ "Tioclomarol",
+ "Eplerenone",
+ "Eltrombopag",
+ "Cephalexin",
+ "Temocapril",
+ "Itacitinib",
+ "Pyritinol",
+ "Dimethyl sulfoxide",
+ "Iodamide",
+ "Penthienate",
+ "Cinchophen",
+ "Piperidione",
+ "Penicillamine",
+ "Delavirdine",
+ "Fluticasone",
+ "Nifenazone",
+ "Calcitriol",
+ "Apremilast",
+ "Ferrous glycine sulfate",
+ "Aprobarbital",
+ "Baricitinib",
+ "Technetium Tc-99m pyrophosphate",
+ "Bortezomib",
+ "Urea C-13",
+ "Cymarin",
+ "Lymecycline",
+ "Ketotifen",
+ "Carisoprodol",
+ "Deltamethrin",
+ "Lipoic acid",
+ "Cefaclor",
+ "Terbinafine",
+ "Pemetrexed",
+ "Etravirine",
+ "Ambazone",
+ "Cefoperazone",
+ "Calcium gluconate",
+ "Tulobuterol",
+ "Nifurtoinol",
+ "Pimozide",
+ "Vigabatrin",
+ "Fluocinolone acetonide",
+ "Betahistine",
+ "Fexinidazole",
+ "Anthralin",
+ "Edoxaban",
+ "Reboxetine",
+ "Perhexiline",
+ "Amrinone",
+ "Cenobamate",
+ "Estramustine",
+ "L-Glutamine",
+ "Didanosine",
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+ "pca_df = pd.DataFrame(fittedpca, columns=['PCA Component 1', 'PCA Component 2'])\n",
+ "pca_df['Drug'] = adjacency_matrix.columns\n",
+ "\n",
+ "\n",
+ "fig = px.scatter(pca_df, x='PCA Component 1', y='PCA Component 2', hover_name='Drug', title='PCA Visualization of Drug Interactions')\n",
+ "\n",
+ "fig.show()"
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