{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# import widget and instantiate instance\n", "from clustergrammer_widget import *\n", "net = Network(clustergrammer_widget)" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "83f7b16900fd44918848b9a6f28f9162" } }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# load matrix file\n", "net.load_file('rc_two_cats.txt')\n", "\n", "# cluster using default parameters\n", "net.cluster(enrichrgram=True)\n", "\n", "# make interactive widget\n", "net.widget()" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "anaconda-cloud": {}, "kernelspec": { "display_name": "Python [py35]", "language": "python", "name": "Python [py35]" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.5.2" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": { "83f7b16900fd44918848b9a6f28f9162": { "model_module": "clustergrammer_widget", "model_module_version": "*", "model_name": "hello_model", "state": { "_dom_classes": [], "_model_module_version": "*", "_view_module_version": "*", "layout": "IPY_MODEL_e25c90f434724a7e9b744f8b5c9304b6", "mat_string": "\t('H1781', 'Category: one', 'Gender: Female')\t('H441', 'Category: one', 'Gender: Male')\t('H2228', 'Category: one', 'Gender: Female')\t('H358', 'Category: one', 'Gender: Male')\t('H1734', 'Category: one', 'Gender: Female')\t('HCC827', 'Category: one', 'Gender: Female')\t('H1975', 'Category: two', 'Gender: Female')\t('HCC78', 'Category: five', 'Gender: Male')\t('H2405', 'Category: five', 'Gender: Male')\t('CALU-3', 'Category: four', 'Gender: Male')\t('H2342', 'Category: four', 'Gender: Female')\t('H838', 'Category: five', 'Gender: Male')\t('H661', 'Category: five', 'Gender: Male')\t('H1299', 'Category: three', 'Gender: Male')\t('H1703', 'Category: five', 'Gender: Male')\t('LOU-NH91', 'Category: five', 'Gender: Female')\t('H1650', 'Category: two', 'Gender: Male')\t('H460', 'Category: three', 'Gender: Male')\t('H1792', 'Category: three', 'Gender: Male')\t('A549', 'Category: four', 'Gender: Male')\t('H1944', 'Category: three', 'Gender: Female')\t('H1666', 'Category: four', 'Gender: Female')\t('H1437', 'Category: four', 'Gender: Male')\t('H1355', 'Category: three', 'Gender: Male')\t('CAL-12T', 'Category: two', 'Gender: Male')\t('HCC44', 'Category: four', 'Gender: Female')\t('H23', 'Category: two', 'Gender: Male')\t('HCC15', 'Category: two', 'Gender: Male')\t('H2106', 'Category: four', 'Gender: Male')\n('ROS1', 'Gene Type: Interesting')\t0.18757252100000002\t-0.042420295999999996\t0.121400231\t-0.585297054\t-0.7100170109999999\t-0.481103706\t-0.122694283\t10.29186436\t2.072237711\t0.35516907299999995\t0.470456905\t-0.173084375\t-0.6281759170000001\t0.37492460200000005\t-0.02710755\t1.873931755\t-0.31236414\t-0.553746266\t-0.27830734100000004\t-0.32315246\t-0.479479902\t1.298805701\t-0.332400886\t0.367939523\t0.47520812\t0.20455442899999998\t0.7012570890000001\t-0.8668751370000001\t-0.935156558\n('AAK1', 'Gene Type: Not Interesting')\t1.491612577\t0.8221457040000001\t0.544870152\t0.952743833\t-0.29848499\t0.083769063\t-0.212733397\t1.669410989\t-0.7226782140000001\t-0.93370415\t-0.309230053\t-0.687716717\t-0.284623649\t0.824029397\t-0.320883885\t-0.451367112\t3.579051735\t-0.973905867\t-0.087291924\t0.379230443\t-0.72904308\t-0.247600883\t-0.08886573099999999\t-0.121038246\t-0.651094367\t-1.134040733\t0.92330807\t0.006074527\t-0.308282983\n('STK39', 'Gene Type: Interesting')\t0.651311995\t1.0432080240000001\t-0.24597429899999998\t0.25062883399999997\t-0.6792905929999999\t-0.55383453\t-0.477773537\t1.2676445570000001\t0.018847867\t1.7410016069999998\t0.16824737899999997\t0.07072635599999999\t-0.233528273\t0.014972758999999999\t-0.256360198\t0.132592576\t-0.58688791\t0.259364957\t-0.537623787\t-0.21005684\t-1.0210949459999998\t0.243732055\t-0.09744421199999999\t-0.92202388\t-3.51852921\t-0.440607517\t-0.186685902\t-0.62381107\t1.303190492\n('ERBB2', 'Gene Type: Not Interesting')\t1.503853721\t1.335983295\t-0.24502200100000002\t0.16056792\t0.284747072\t-0.035192496000000004\t0.36500211299999996\t0.447742443\t-0.031210405\t4.103496507\t1.2196915659999998\t-0.066278222\t0.280008477\t-0.681552658\t-0.225814318\t0.232812724\t0.9066424059999999\t-0.511212295\t-0.304817333\t-0.156381455\t-0.500561544\t0.544075103\t0.721259819\t0.16907282699999998\t0.015261253999999998\t-0.796930101\t-0.6847714229999999\t-0.564392699\t-1.100056017\n('KDR', 'Gene Type: Not Interesting')\t0.49342028299999996\t4.430955918\t0.456864915\t0.176655189\t1.756104521\t-0.601257973\t-0.139711627\t0.459403791\t-0.42732342700000003\t-0.24031472\t-0.305685522\t-0.387982572\t-0.571316753\t-0.134886653\t-0.35394511799999995\t0.8328872890000001\t-0.5243099489999999\t-0.463127859\t2.136583182\t-0.31373742\t-0.374772774\t-0.38300100000000004\t-0.206853106\t-0.19252985399999997\t-0.484871681\t-0.314392176\t-0.285994749\t-0.35297839700000005\t-0.6004083929999999\n('STK32A', 'Gene Type: Interesting')\t3.7098286160000002\t3.366020313\t3.640524345\t0.740364734\t2.824551497\t1.156531983\t3.023348415\t3.84950782\t0.433696213\t1.0440255379999999\t-0.247816912\t-0.311953357\t-0.656106808\t-0.59251039\t-0.397450226\t-0.014275115\t-0.388039665\t-0.45396994\t0.514666245\t-0.22971778399999998\t-0.430502237\t-0.22542574199999998\t-0.295312303\t-0.6301244570000001\t-0.24413651\t-0.410477794\t-0.5926266139999999\t-0.433985412\t1.649737631\n('STK31', 'Gene Type: Interesting')\t3.719306763\t2.440412245\t1.931275557\t0.351910065\t1.788457016\t3.8891158239999997\t0.63677969\t1.3663589180000002\t0.645442526\t0.087820649\t0.061305127\t1.101919141\t5.608685402000001\t-0.692417574\t-0.554900568\t-0.37652092200000004\t-0.07364355\t-0.16288735\t-0.481807702\t0.164487781\t0.804274605\t0.995319244\t-0.605526195\t0.356830815\t-0.17130483600000002\t0.35819202\t-0.103789279\t-0.136732984\t-0.538298189\n('ERBB4', 'Gene Type: Not Interesting')\t-0.615936889\t-0.432412432\t-0.425577927\t-0.527418493\t-0.34086030700000003\t-0.463903623\t-0.32010333399999996\t-0.30897114\t-0.304652329\t1.256164876\t-0.12356019\t-0.413942149\t4.098930821000001\t-0.36998588\t-0.5014189170000001\t-0.231847291\t-0.45290705200000003\t-0.484730631\t-0.054684881\t-0.42868169\t0.143245619\t-0.331935876\t-0.266932489\t-0.31284750899999997\t-0.374173515\t-0.448292539\t-0.392790536\t-0.560657219\t-0.419739472\n('MYLK3', 'Gene Type: Not Interesting')\t-0.603299855\t-0.269533885\t-0.399050575\t-0.100656799\t-0.365407931\t-0.765882671\t-0.33679171799999996\t-0.44027029999999995\t-0.071476548\t0.074434692\t7.085199705\t5.8537267139999996\t3.468121376\t-0.334999773\t-0.465135408\t-0.056856473\t-0.36817321700000005\t-0.40623083299999996\t-0.623071147\t0.08160995900000001\t0.11795050300000001\t-0.35486840000000003\t0.1975473\t-0.199021599\t0.266317555\t0.0019832120000000003\t0.209192446\t-0.060827204\t0.9390581159999999\n('ULK4', 'Gene Type: Interesting')\t-1.45386407\t-0.623797671\t-1.117741919\t-0.60094858\t-0.055372648\t-0.499250839\t1.139598497\t-1.044716157\t0.103697413\t-0.35272281899999997\t0.069205383\t3.859028873\t3.0230034439999995\t0.651553716\t0.7429784420000001\t0.774449831\t-0.693868027\t-0.5472691\t-0.364768511\t0.35514519\t-0.105370633\t-1.02427507\t-0.13943154900000002\t-0.28819455899999996\t-0.488541037\t0.538987341\t0.57619653\t-0.024286993\t-0.735728719\n('SRC', 'Gene Type: Interesting')\t-0.35302723\t0.418655141\t0.048795579000000006\t-0.78660676\t-1.2541429370000001\t-0.22037931\t-0.228026664\t-0.201675468\t-0.240489906\t0.966927023\t0.37967009700000004\t-0.502553204\t-0.557000568\t0.25062286899999997\t-0.437501309\t-0.574558055\t-0.294263824\t2.299033235\t2.9610247139999997\t3.702617515\t1.161954005\t1.47598938\t-0.15700654\t-1.200449832\t-0.252534114\t-0.662438275\t-0.618071649\t0.977860794\t-1.210659274\n('LRRK2', 'Gene Type: Not Interesting')\t-0.6827904640000001\t-0.37760936799999995\t-0.560644597\t-0.460236731\t-0.556114063\t-0.5171048229999999\t-0.6807606970000001\t0.8106597\t0.18498770899999997\t-0.401972037\t-0.562086752\t-0.08680335800000001\t-0.621052026\t0.542301381\t-0.753966225\t-0.318145763\t-0.6978761509999999\t-0.37785352299999997\t-0.382639145\t1.6773765269999998\t4.308904581\t-0.440334448\t-0.638131949\t1.715708875\t-0.36049755899999997\t-0.489582714\t-0.555610265\t-0.169463518\t-0.713472923\n('UHMK1', 'Gene Type: Not Interesting')\t0.5482245729999999\t0.718315578\t-0.40526737399999996\t0.39864672100000004\t0.305028514\t-0.16628803\t1.537663802\t0.39944828299999996\t0.6307305639999999\t1.110283483\t-0.326698072\t0.44368676\t-0.442268094\t0.663747183\t1.552969029\t1.47174613\t0.8505465179999999\t0.283221899\t0.42447003299999997\t-0.255283556\t1.747343933\t0.8471713670000001\t-1.020927175\t0.902366491\t0.179253031\t0.048902278\t-0.263279907\t0.505291411\t-4.243973921\n('PDK4', 'Gene Type: Not Interesting')\t-0.533651064\t-0.564957229\t-0.095715004\t0.041068843\t0.916604247\t-0.136401851\t-0.062094125\t-0.60002565\t0.5772668710000001\t-0.214226487\t0.09929963\t-0.56490393\t-0.5609597789999999\t-0.632856345\t-0.629261602\t-0.607497709\t-0.6432463310000001\t0.38697641899999996\t1.09320354\t-0.12276483699999999\t1.680895489\t0.087671916\t0.508498891\t1.256686967\t-0.7350066259999999\t0.58989289\t0.052021433\t5.477714716\t-0.374720076\n('INSRR', 'Gene Type: Not Interesting')\t-0.623678298\t0.429022269\t-0.7237930640000001\t-1.195914121\t0.20774184899999998\t0.527357553\t-0.538461957\t-0.940444939\t-0.16047831199999998\t-0.48042057\t0.6209033820000001\t0.081275611\t0.053722044000000004\t-0.759642991\t-0.616337936\t1.4743730080000002\t0.331108191\t-0.43363819\t-0.7449007440000001\t0.38771558100000003\t0.765012989\t-1.025689676\t0.400356525\t0.094919881\t0.6811123290000001\t0.888734282\t-0.46797839700000005\t3.616542204\t-0.8049298490000001\n('LATS1', 'Gene Type: Not Interesting')\t0.658437634\t0.610379518\t-0.507169467\t-0.061022137000000004\t0.50821984\t-0.505734993\t-0.391646018\t-0.081815586\t-0.482953864\t-1.0887427790000002\t0.43717475100000003\t0.09902148699999999\t0.976209137\t2.028724319\t2.494690556\t-0.741815419\t-0.695252888\t0.14350628099999999\t-0.507954247\t0.354750355\t0.095879151\t-0.928486879\t-0.6631187270000001\t0.345114288\t-0.175587126\t2.38531026\t4.299877134\t3.3854510380000002\t-1.19702953\n('PRKCE', 'Gene Type: Not Interesting')\t-0.11742112\t0.158108045\t-0.360231532\t0.316255033\t-0.970507716\t0.649579007\t-0.268737774\t-0.504534505\t-0.330103595\t-0.28623177899999996\t0.14337127800000002\t0.493632169\t-0.977228043\t0.34076271700000005\t-0.401821398\t-0.26479443\t0.006531886\t-0.710530502\t0.6331625120000001\t-0.10090872\t-0.347820435\t0.264729237\t-0.07449706099999999\t0.22915170000000004\t3.6953185239999997\t-0.298648517\t0.564826732\t0.936461505\t-1.334690191\n('LMTK3', 'Gene Type: Not Interesting')\t-0.342460508\t1.1589304059999999\t-0.487256142\t1.307039675\t0.262893885\t-0.24049582100000003\t0.355814985\t1.149618502\t1.336445996\t-0.620858723\t-0.163637058\t-0.21354100399999998\t-0.380518938\t-0.029569687999999997\t-0.471938639\t-0.513128895\t0.17762054\t-0.6690369389999999\t-0.23205777800000002\t0.43927756100000004\t0.5119620220000001\t0.361412978\t2.370834155\t0.483153915\t5.422113832999999\t-0.501210068\t-0.016061488999999998\t0.27690499399999996\t-0.44924169799999997\n('GRK1', 'Gene Type: Not Interesting')\t-1.5179858240000002\t-0.9442750679999999\t0.149796331\t-0.882124083\t-0.24494877899999998\t-0.35126953200000005\t-1.151282849\t-0.7532684279999999\t-1.526178564\t0.190161632\t0.6105504079999999\t-0.607229424\t-1.223995853\t-0.122879865\t-0.027417898\t3.051534602\t-0.7515267409999999\t-0.40483370799999996\t0.247865963\t0.367536408\t-0.078919294\t3.600861739\t0.661648005\t-0.12032085\t-0.142534658\t-0.10736522800000001\t0.49762292\t2.307907188\t0.736929754\n('MAPK4', 'Gene Type: Interesting')\t0.44066582\t0.125415634\t-1.387426464\t-0.882311913\t-0.74142144\t-1.118340603\t0.246356093\t-0.778824075\t-0.8469488159999999\t-0.59333431\t0.40215600700000004\t-0.779756435\t-1.8727450069999998\t-0.145435051\t-1.0396393990000001\t0.7654394\t0.184462349\t-0.22106446100000002\t-0.46497243\t0.03307866\t-0.19184911600000001\t3.525192777\t2.3744602969999997\t0.052858019000000006\t0.432087272\t1.029796862\t-0.526037871\t0.8587545209999999\t-0.861483648\n('TGFBR1', 'Gene Type: Interesting')\t-1.312001824\t-0.900708154\t-0.366480418\t0.040925842999999996\t0.37681542100000004\t0.071551408\t0.359330228\t-1.3773033080000001\t-0.168322665\t-0.7861355090000001\t-0.138050924\t1.527568732\t-0.004601068\t-0.7969702059999999\t-0.30015470699999997\t-1.214319621\t-0.000863802\t0.8031000559999999\t-0.030155544\t1.5230702790000001\t0.15251077\t3.6045390889999998\t0.140092011\t-1.041686081\t-0.680289747\t1.326197465\t0.735638383\t-1.587400295\t0.6831455609999999\n('NPR1', 'Gene Type: Interesting')\t-0.2145995\t-0.535939215\t-0.427821755\t-0.01882253\t-0.57293844\t-0.43040764299999995\t-0.005537792\t-0.836530855\t-0.754186082\t-0.16939480899999998\t0.254783369\t0.8504395770000001\t-0.54257843\t-0.1389465\t-0.298981449\t-0.302168609\t0.509592174\t1.926349897\t0.618069135\t0.611863003\t-0.07866166599999999\t-0.277053957\t6.267854465\t3.408253083\t0.275495704\t0.72307512\t0.464774315\t-0.457197866\t-0.305399918\n('NRK', 'Gene Type: Interesting')\t-0.412478715\t1.49303248\t-0.420942214\t0.313253548\t5.2848086069999995\t5.8138464889999995\t-0.16288686\t0.472386752\t-0.16170658400000001\t-0.293654593\t4.390499721\t-0.2596391\t0.669956625\t-0.402955154\t-0.386601295\t-0.358156896\t1.408537135\t-0.222725132\t-0.346809494\t-0.40139116700000005\t-0.34174718\t-0.33979584\t-0.343420451\t-0.281351556\t-0.36712796200000003\t-0.222931558\t-0.017369325\t0.027411933\t0.36849943\n('CDK4', 'Gene Type: Interesting')\t0.340012773\t-0.40590567\t0.6458672120000001\t0.356722594\t2.2103345709999997\t4.240884801\t0.933286088\t-0.981456952\t-0.5402313910000001\t0.149218809\t1.351263924\t0.114189581\t-0.25279592100000003\t0.60561098\t-0.06649884\t0.405126315\t-0.792803571\t0.342634572\t3.232454573\t0.405126315\t0.199563989\t-0.84689892\t-1.122536294\t0.8084519440000001\t0.000622536\t-0.08976315900000001\t0.527687127\t-0.131728538\t-0.43091232399999996\n('EGFR', 'Gene Type: Interesting')\t0.05696489\t0.371237737\t1.135709377\t-0.17813747\t0.24100472399999998\t3.557295952\t0.781819022\t-0.012362163999999998\t1.1737835559999998\t0.17231669100000002\t2.072433469\t-1.0473753890000002\t-0.681031743\t-0.169977181\t0.652065499\t1.06526919\t1.412416216\t-0.486159025\t0.881067136\t0.668645091\t-0.581665325\t0.769782484\t-0.126356157\t-0.023427175\t0.902251622\t0.974531796\t0.018987506\t0.211815895\t-1.451838026\n('TBK1', 'Gene Type: Not Interesting')\t-0.31106439199999997\t-0.493538517\t0.22916067\t-0.226683585\t-0.693495689\t5.598772307999999\t-0.986051455\t-0.057479225\t0.5350257970000001\t1.1347281329999999\t0.095734104\t2.070252907\t-0.47329101100000004\t0.566649702\t0.201409888\t-0.18370487800000002\t0.327203594\t0.9023425559999999\t1.011889663\t0.7447287690000001\t3.1769186019999998\t-0.089086932\t0.49004573700000004\t0.095527129\t-1.3973565959999998\t-0.182356844\t0.857319301\t0.438343505\t0.7355103040000001\n('IRAK1', 'Gene Type: Interesting')\t1.479598537\t1.0467260520000001\t-0.223205762\t0.528255597\t-0.8063482340000001\t1.44384296\t0.906234597\t0.562537497\t-0.253699343\t0.394657662\t0.613122698\t-1.253907087\t-6.621630156\t0.9053737359999999\t0.947883556\t1.5866198759999999\t0.14118383699999998\t0.8597892220000001\t0.679301554\t0.544470027\t0.194471\t-0.505923659\t0.35991283399999996\t-0.8433413820000001\t0.51421388\t0.31198582399999997\t0.788608352\t0.050158065\t-0.022354553\n('MAP2K4', 'Gene Type: Interesting')\t0.339189212\t1.36349214\t-0.37779861600000003\t0.841683345\t-0.262719995\t1.8914884269999999\t1.064673748\t0.64306832\t-5.5283552\t-1.3658942619999999\t0.635492291\t1.165406655\t0.765710935\t0.521665309\t0.30638633\t0.503524059\t0.11931136\t0.398484128\t-0.6084974329999999\t1.525942005\t1.36269783\t-1.100026181\t-0.112291585\t1.050152022\t0.48915277100000004\t0.498006014\t0.593670684\t0.095113499\t-0.988354968\n('PAK3', 'Gene Type: Not Interesting')\t-0.9774276890000001\t-0.27783299\t0.33958778799999995\t-0.634915727\t1.127699857\t1.3850494759999998\t-0.49376688700000004\t0.25453660899999997\t-0.346100755\t-0.044570503\t-0.33459763600000003\t-0.47065185\t-0.593081366\t-0.135201173\t-0.753944095\t0.03588747\t-0.554447111\t4.913848539\t-0.111896921\t-0.553268062\t-0.689097582\t0.057887318\t-0.21668800600000002\t-0.22371499600000003\t0.019807701\t-0.070416156\t-0.145753485\t-0.587644968\t-0.542750046\n('MAPK11', 'Gene Type: Interesting')\t0.187669924\t1.8909462190000002\t-1.126153349\t-0.965891664\t-1.0633403129999999\t-1.448291877\t-0.7951534140000001\t-1.188868793\t-0.024088935\t-0.303782002\t-0.165568925\t-1.154435684\t2.1814891430000003\t1.678721355\t6.28292787\t3.222816803\t1.760301448\t-0.864063548\t-1.683560793\t-0.20366175600000003\t0.667805988\t-0.229906845\t-0.625764381\t-1.360743997\t-1.1633458890000001\t-0.0013596189999999998\t-0.912259652\t-0.616300339\t-0.025445472\n('PDGFRA', 'Gene Type: Interesting')\t-0.47141323\t-0.571010056\t-0.648917127\t-0.38905618799999997\t-0.426192704\t-0.449953768\t-0.512555424\t-0.565880657\t-0.184845421\t-0.477052971\t-0.364449691\t-0.5705058789999999\t-0.28526610399999996\t-0.390363086\t3.598950655\t-0.411161613\t-0.530831743\t-0.464086586\t1.117877995\t-0.297498019\t-0.456668794\t-0.37635620200000003\t-0.58230495\t-0.33755039700000006\t-0.461134617\t-0.455618608\t-0.260873607\t-0.513202268\t-0.456431016\n('STK24', 'Gene Type: Interesting')\t0.10053254699999999\t0.28991073\t-0.288349474\t0.26837169\t0.541683\t-0.34692102399999997\t-9.425120961000001\t0.30061925300000003\t0.9972831809999999\t-1.053859713\t-1.377541743\t-2.283061167\t-1.150792172\t-0.922266884\t-0.162802216\t0.009754099\t-0.31807579\t-0.7629538929999999\t-1.123953091\t-0.6242717520000001\t0.317576672\t-0.543103864\t-0.345565515\t-2.049589626\t0.6465451879999999\t0.73792006\t-0.8141108090000001\t-1.073853473\t-0.6873571479999999\n('CAMK2B', 'Gene Type: Not Interesting')\t-0.922343302\t-0.49377858700000005\t-0.343587801\t-0.8900327709999999\t-0.401579746\t-0.48641938100000004\t-0.437405434\t-0.657041002\t-0.536963482\t0.038953301\t0.033709721\t-0.669396538\t-0.23747527899999998\t-0.513218087\t-0.559435302\t-0.621782124\t-0.27673681899999997\t-0.431221835\t-0.5923033129999999\t-0.303365249\t-0.645000361\t-0.47334541799999996\t-0.47798486700000004\t-0.573425958\t-0.160160461\t-0.24939462699999998\t-0.426080887\t0.143897214\t5.339202897\n('SRPK3', 'Gene Type: Not Interesting')\t-0.846857677\t-0.20490693199999999\t-0.493510825\t-0.483011414\t0.046286803\t0.337501769\t-0.71307719\t-0.323318624\t-0.656781635\t0.11344713099999999\t-0.110117735\t-1.02570516\t-0.414799098\t0.148841502\t-0.861415433\t-0.100887639\t-0.582761335\t-0.373760525\t-0.341096914\t-0.15980844\t-0.46557486299999995\t-0.432950623\t-0.17040549100000002\t-0.527944549\t0.36431330100000003\t0.936150906\t-0.706379425\t-0.048548064\t5.16013802\n('GRK4', 'Gene Type: Not Interesting')\t-0.8644104109999999\t-0.846550806\t-0.10378360199999999\t-0.8104502790000001\t0.7661352570000001\t-0.573757161\t0.293775461\t-1.1311389379999999\t-0.629467998\t-1.020216093\t-0.43779921299999996\t-1.1827919740000001\t-0.672554564\t-0.38756592799999995\t-1.00138041\t0.193683015\t-0.693639785\t-0.524742175\t0.38647177200000005\t-0.382906171\t-0.473736661\t-0.401984075\t0.443388919\t-0.10446230000000001\t-0.903861262\t-0.614757268\t-0.357559299\t1.012469252\t3.6270702480000003\n('PRKG2', 'Gene Type: Not Interesting')\t1.126249373\t1.015480815\t-0.789473381\t1.826502656\t-0.565583764\t0.458848186\t0.00816719\t0.110508201\t0.292508806\t-0.106334279\t-0.403083002\t-0.117947546\t-0.49433306299999996\t1.041787363\t-0.539712481\t-0.262366184\t-0.185695405\t-0.293951867\t1.70041072\t-0.048000565\t0.841188534\t0.083592283\t-0.620389764\t0.29900253600000004\t0.084357105\t0.226425315\t-0.173758799\t-1.102148634\t4.8395247580000005\n('DCLK3', 'Gene Type: Not Interesting')\t-0.955847309\t0.920647357\t-1.078879645\t0.107432319\t-1.21552566\t-0.342665051\t-1.1204927390000001\t-0.42000224399999997\t-0.017402855\t-0.338767802\t-0.14852947800000002\t-0.794507765\t-1.264272075\t0.130939014\t-0.619944678\t-0.8538453340000001\t-0.670177714\t-1.818798474\t-1.3078153129999999\t-0.043911541\t-0.847056974\t-0.36138745299999997\t-0.34379849799999995\t1.5495459180000002\t0.145509552\t-0.357215055\t3.2245335010000002\t0.288890539\t3.683694337\n('NEK9', 'Gene Type: Not Interesting')\t0.354386296\t0.016687596000000002\t0.9054908859999999\t0.275911465\t-0.40480014\t-0.32647710399999996\t0.981343049\t-0.575343824\t-0.38124391700000004\t-0.5809503739999999\t0.37329311600000004\t-1.7206161969999998\t-0.380961411\t0.135705555\t-0.85605361\t-3.997318149\t-0.337849025\t-0.545183144\t1.1077806559999999\t-0.470884061\t-0.172178219\t-0.63351617\t0.585186686\t-0.092431408\t0.8031604590000001\t0.711029765\t-0.535265918\t-0.748451144\t0.475561701\n", "msg_throttle": 1, 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