#print(combined_df)
print(files)
## [1] "syncropatch-trace-220116.xlsx"
# Run the Shiny App
shinyApp(ui, server)
print(dataCI)
## drug IC50s.nM. IC50_95CI.nM. hillslop
## 1 Bepridil-220622-PT 4.885688e+01 1.351843e+01 0.9767036
## 2 Domperidone-220622-PT 2.623134e+01 6.017404e+00 1.1388606
## 3 Bepridil-220706-RT 9.350272e+01 6.193937e+01 1.1217055
## 4 Domperidone-220706-RT 2.521412e+01 4.266940e+00 1.5385836
## 5 Metoprolol-220715-RT 6.867198e+04 8.766676e+03 1.4946637
## 6 Ondansetron-220721-RT 1.012001e+03 1.555919e+02 0.9688301
## 7 Pimozide-220722-RT 5.741816e+00 3.744995e+00 0.5769636
## 8 Quinidine-220824-RT 3.077033e+02 1.265662e+02 1.1327911
## 9 Tamoxifen-220824-RT 3.590879e+02 5.536170e+01 1.4159866
## 10 Quinidine-220825-RT 3.135022e+02 3.329300e+01 2.4217085
## 11 Clarithromycin-220826-RT 2.139137e+04 6.649923e+03 1.0577066
## 12 Vandetanib-220826-RT 1.165588e+02 7.049729e+01 0.6645615
## 13 Cisapride-220921-RT 1.927788e+01 7.738065e+00 0.8919397
## 14 Ibutilide-220923-RT 5.425573e+00 2.046104e+00 1.0692605
## 15 Ritonavir-220923-RT 1.631416e+04 9.031619e+03 0.4633567
## 16 Lopinavir-220927-RT 2.124112e+06 2.068658e+10 601.2917234
## 17 Loratadine-220927-RT 4.756640e+03 6.545100e+02 1.9429341
## 18 Ritonavir-220928-RT 7.849353e+03 2.127497e+03 0.6770874
## 19 Verapamil-220928-RT 1.843840e+02 6.119223e+01 0.8290549
## 20 Lopinavir-220929-PT 7.419745e+03 1.243497e+03 0.6808149
## 21 Ritonavir-220929-PT 5.173268e+03 4.471089e+02 1.2035313
## 22 Clozapine-221004-RT 3.251865e+02 4.303384e+01 1.2829110
## 23 Azimilide-221005-RT 9.045838e+01 2.493380e+01 1.1160949
## 24 Risperidone-221005-RT 5.338578e+01 2.761186e+01 0.9435173
## 25 Ranolazine-221006-RT 4.115187e+03 1.085511e+03 1.3015217
## 26 Mexiletine-221006-RT 2.488880e+04 7.253586e+03 1.5166631
## 27 Dialtizem-221006-RT 7.533889e+03 1.717272e+03 1.6337864
## 28 Droperidol-221007-RT 9.051735e+01 2.695403e+01 0.9810192
## 29 Astemizole-221007-RT 2.084623e+00 3.347879e-01 1.4121805
## 30 Dofetilide-221007-RT 2.574123e+01 5.860449e+00 1.4673812
## 31 Sotalol-221012-RT 3.834263e+05 1.245978e+05 1.0368378
## 32 Disopyramide-221012-RT 4.455249e+03 1.665263e+03 1.0805146
## 33 Chlorpromazine-221013-RT 6.895614e+02 2.418029e+02 1.6619269
## 34 Terfenadine-221013-RT 4.268341e+01 9.817500e+00 1.0933183
## 35 Nitrendipine-221013-RT 2.030403e+04 4.162675e+03 1.3517673
## 36 Moxifloxacin-221014-RT 3.171760e+01 5.707326e+00 0.9335854
## 37 Droperidol-221014-RT 9.082063e+04 1.580663e+04 1.2152153
## 38 Diltizem-221014-RT 1.258392e+04 2.163663e+03 0.9181545
## 39 Nifedipine-221014-RT 1.449648e+05 3.670432e+04 0.8425180
## 40 Azimilide-221018-PT 8.358950e+01 2.095352e+01 1.0100823
## 41 Clozapine-221018-PT 5.714562e+02 9.377698e+01 1.1206037
## 42 Risperidone-221018-PT 1.388798e+02 2.973551e+01 0.8224714
## 43 Astemizole-221027-PT 2.696054e+01 1.390988e+01 0.4391140
## 44 Droperidol-221102-PT 8.676046e+01 2.519211e+01 0.7528039
## 45 Astemizole-221102-PT 3.224241e+01 1.720511e+01 0.6369430
## 46 Dofetilide-221102-PT 1.005049e+01 1.940414e+00 1.3880191
## 47 Droperidol-221116-PT 9.221568e+01 3.519028e+01 1.4387064
## 48 Astemizole-221116-PT 5.036354e+01 2.289145e+01 0.9150534
## 49 Ranolazine-221201-PT 7.471008e+03 1.126068e+03 1.2538181
## 50 Mexiletine-221201-PT 3.104919e+04 5.568933e+03 1.2353562
## 51 Dialtizem-221201-PT 5.329082e+03 1.328526e+03 1.0463801
## 52 Vandetanib-221208-PT 2.145921e+02 2.050778e+02 0.5102792
## 53 Clarithromycin-221213-PT 2.504859e+04 3.111549e+03 1.1266880
## 54 Cisapride-221213-PT 4.534742e+01 9.410386e+00 1.2045969
## 55 Quinidine-221214-PT 8.947946e+02 2.764672e+02 1.6843474
## 56 Tamoxifen-221214-PT 2.463798e+03 2.878060e+03 0.8264827
## 57 Pitolisant-221214-PT 4.558926e+02 4.940229e+01 1.3982097
## 58 Quinidine-221216-PT 1.013400e+03 1.372799e+02 1.3583616
## 59 Tamoxifen-221216-PT 1.719206e+03 1.666158e+03 0.9785962
## 60 Ibutilide-221220-PT 5.890533e+00 1.374558e+00 1.2921780
## 61 Bepridil-221221-PT 2.267586e+01 3.823618e+00 2.0844724
## 62 Domperidone-221221-PT 8.309650e+01 2.379199e+02 0.4702810
## 63 Astemizole-230111-PT 7.022854e+01 7.933984e+01 0.3951869
## 64 Astemizole+0.01%BSA-230111-PT 1.081801e+01 2.546796e+00 1.2827337
## 65 Ondansetron-230210-PT 1.217630e+03 4.378533e+02 1.1003415
## 66 Metoprolol-230210-PT 1.055972e+05 4.169621e+04 0.8538252
## 67 Sotalol-230214-PT 1.967065e+05 3.761341e+04 1.0031243
## 68 Disopyramide-230214-PT 4.731713e+03 7.554070e+02 1.1334365
## 69 Moxifloxacin-230215-PT 4.334647e+04 4.591441e+03 0.8602868
## 70 Pimozide-230215-PT 1.304383e+01 1.212544e+01 0.2910208
## 71 Loratadine-230217-PT 2.489877e+03 5.385801e+02 0.8101485
## 72 Nitrendipine-230217-PT 3.553256e+03 5.213363e+02 1.5155520
## 73 Chlorpromazine-230228-PT 3.234738e+02 2.392554e+01 1.3776542
## 74 Terfenadine-230228-PT 7.419625e+00 1.829104e+00 1.9719712
## 75 Verapamil-231005-PT 2.160059e+02 5.571326e+01 1.1536932
## 76 Ondansetron-231005-PT 6.356823e+02 1.701486e+02 1.1461913
## 77 Disopyramide-231214-RT 2.602929e+04 3.626793e+03 2.7706145
## 78 Sotalol-231215-RT 1.611701e+06 5.114057e+05 1.1582530
## 79 Pitolisant-231215-RT 2.975593e+02 4.245434e+01 1.3274916
## slop_95CI pIC50 pIC50_95CI pIC50_slop pIC50_slop_95CI Cells
## 1 0.32390034 7.311887 0.11198251 -17.112352 5.2950827 9 | 4 | 10 | 7
## 2 0.27289982 7.569091 0.10038744 -19.594250 4.6692217 5 | 11 | 4 | 10
## 3 0.67629349 7.041772 0.26388304 -19.430538 11.3628817 3 | 7 | 11 | 6
## 4 0.39108147 7.593000 0.07463256 -27.072302 7.0384418 5 | 6 | 7 | 5
## 5 0.33575538 4.157898 0.05406822 -14.840637 3.2583723 8 | 15 | 15 | 18
## 6 0.17075053 5.983013 0.06514988 -13.266825 2.3055657 8 | 9 | 7 | 3
## 7 0.33261897 8.235610 0.27060816 -11.429585 6.4736785 2 | 4 | 4 | 5
## 8 0.76752354 6.512964 0.19153364 -15.872309 11.5186257 6 | 3 | 9
## 9 0.37571365 6.439996 0.06546678 -20.955572 5.3763925 8 | 11 | 12 | 14
## 10 0.68231132 6.503021 0.04798972 -34.863415 9.8245859 4 | 10 | 8 | 11
## 11 0.34383346 4.651853 0.13381082 -11.426334 3.6822043 9 | 10 | 8 | 3
## 12 0.28738309 6.907139 0.26022642 -10.508087 4.4234367 5 | 8 | 5 | 6
## 13 0.34552281 7.711855 0.16973564 -16.364296 6.3359455 4 | 6 | 6 | 5
## 14 0.47505644 8.256383 0.16983280 -19.584244 8.7693059 6 | 8 | 6 | 6
## 15 0.21991217 4.791956 0.19949714 -5.973218 2.5904094 5 | 4 | 5 | 9
## 16 20.68657610 4.763533 0.16490262 -10.843230 2.9838150 4 | 10 | 7 | 4
## 17 0.44577906 5.316125 0.05957244 -23.660709 5.2546327 1 | 4 | 6 | 7
## 18 0.17941308 5.090639 0.11095053 -8.264531 2.1053980 6 | 8 | 5 | 6
## 19 0.18602567 6.705154 0.14088950 -12.466832 2.6581310 4 | 5 | 4 | 8
## 20 0.09051268 5.135708 0.06293466 -8.842862 1.0805810 24 | 31 | 25 | 18
## 21 0.12494812 5.273479 0.03705088 -14.610528 1.4674795 18 | 25 | 9 | 15
## 22 0.25785858 6.486842 0.06031020 -18.203516 3.7472439 16 | 12 | 12 | 7
## 23 0.35781203 7.034501 0.11486242 -17.966277 5.6551843 4 | 5 | 4 | 4
## 24 0.37286195 7.261501 0.22700945 -15.168679 5.9106584 3 | 2 | 8 | 2
## 25 0.39629420 5.374684 0.12439886 -16.393631 5.7471940 5 | 3 | 4 | 4
## 26 0.64688637 4.594423 0.13159336 -15.963102 7.4239995 6 | 4 | 4 | 3
## 27 0.85265183 5.123341 0.09792912 -20.035097 10.4232865 3 | 7 | 3 | 1
## 28 0.32130449 7.032198 0.12772136 -15.910183 5.1561194 5 | 3 | 4
## 29 0.29821843 8.674585 0.06881203 -27.996955 5.8848024 10 | 6 | 6 | 1
## 30 0.46144258 7.583242 0.09749104 -25.748698 8.0890626 9 | 5 | 3
## 31 0.40414101 3.397995 0.14070588 -7.891600 3.0617821 3 | 6 | 5 | 3
## 32 0.50017259 5.339344 0.16255033 -13.149909 6.0739684 4 | 7 | 4 | 4
## 33 1.06423020 6.160763 0.15074860 -23.039074 14.7275254 1 | 8 | 3 | 4
## 34 0.34342119 7.362193 0.10045988 -18.340563 5.7272379 6 | 17 | 6 | 5
## 35 0.34621813 4.679779 0.08888746 -14.193266 3.7831241 9 | 6 | 4 | 11
## 36 0.16970921 7.485508 0.07955441 -15.850733 2.9518647 14 | 10 | 6 | 9
## 37 0.27334878 4.027586 0.07257712 -11.245114 2.3640332 7 | 11 | 14 | 17
## 38 0.18882569 4.890107 0.07379613 -10.608007 2.0976532 9 | 9 | 14 | 5
## 39 0.19798148 3.817523 0.10834520 -7.833357 1.8546531 7 | 8 | 7 | 11
## 40 0.28187111 7.074046 0.10873875 -15.998829 4.4314697 2 | 8 | 13 | 5
## 41 0.14794832 6.226064 0.07384293 -15.504764 2.0470690 3 | 10
## 42 0.19179757 6.848664 0.09318833 -12.772836 2.9845034 2 | 4 | 11 | 4
## 43 0.13281127 7.581326 0.19971685 -8.341080 2.4238713 6 | 7 | 5 | 5
## 44 0.20186349 7.045286 0.12202589 -12.264880 3.1730953 1 | 4 | 3 | 10
## 45 0.28157485 7.503135 0.20892205 -11.922868 5.0607500 5 | 7 | 7 | 8
## 46 0.44515964 7.998207 0.08701982 -24.641395 8.0138683 9 | 9 | 4 | 3
## 47 0.84878141 7.031621 0.16487833 -23.755316 14.4856165 8 | 6 | 1 | 3
## 48 0.49269131 7.301410 0.18448525 -16.243018 8.4564218 1 | 6 | 8 | 8
## 49 0.19609774 5.107965 0.06391218 -14.492685 2.2488278 8 | 2 | 4 | 4
## 50 0.28977962 4.497844 0.08186574 -12.369109 3.0596208 3 | 7 | 8 | 5
## 51 0.31891301 5.261440 0.10468748 -12.814720 3.8677282 7 | 7 | 6 | 3
## 52 0.34948682 6.667443 0.38487780 -8.397730 5.6634915 4 | 5 | 3 | 4
## 53 0.13982425 4.581254 0.05451444 -11.984536 1.5274245 20 | 11 | 15 | 11
## 54 0.30665477 7.338076 0.08755664 -20.820747 5.0258889 14 | 14 | 9 | 5
## 55 0.45689634 6.027484 0.13517326 -23.297202 6.3798946 8 | 6 | 4
## 56 0.65722491 5.639008 0.44818747 -11.951968 9.3236421 3 | 13 | 6 | 9
## 57 0.22968637 6.334891 0.04831642 -19.872772 3.3746900 12 | 8 | 9 | 5
## 58 0.21846618 5.983213 0.05744705 -18.673293 2.9728890 14 | 9 | 11 | 8
## 59 0.83895187 5.784415 0.37867205 -14.312017 12.0619301 4 | 8 | 3 | 6
## 60 0.38973529 8.220439 0.10460140 -23.658776 7.2912445 3 | 4 | 9
## 61 0.60352613 7.639638 0.07415424 -36.072197 10.5416601 6 | 5 | 8 | 4
## 62 0.79665564 7.094994 1.15244948 -8.336895 14.1802697 4 | 4 | 4
## 63 0.25695866 7.173284 0.44850924 -7.175272 4.6521764 3 | 2 | 7 | 5
## 64 0.41397245 7.959347 0.10328109 -23.374649 7.5722710 4 | 6 | 5 | 6
## 65 0.45767046 5.902631 0.15093224 -14.928557 6.0215222 4 | 4 | 4 | 2
## 66 0.36632330 3.980436 0.15809841 -8.531985 3.6394887 1 | 4 | 2 | 4
## 67 0.20012709 3.686408 0.08880365 -7.965211 1.7027051 7 | 4 | 7 | 5
## 68 0.21685432 5.312550 0.06811883 -13.827509 2.5993584 10 | 12 | 10 | 8
## 69 0.08333217 4.343625 0.04333270 -8.204834 0.7486366 12 | 15 | 14 | 16
## 70 0.09892887 7.938817 0.35214569 -6.031158 2.0221260 14 | 13 | 13 | 5
## 71 0.20832717 5.591705 0.09087219 -10.468189 2.5762534 2 | 13 | 12 | 8
## 72 0.43048261 5.446237 0.06675556 -18.291472 5.3348958 5 | 4 | 2 | 1
## 73 0.11550394 6.476988 0.03203193 -20.153578 1.6894384 9 | 2 | 7 | 3
## 74 1.24336180 8.131730 0.11098430 -35.962193 23.1906208 9 | 6 | 6 | 5
## 75 0.24277096 6.643888 0.11480889 -17.195057 3.6188391 1 | 4 | 5 | 4
## 76 0.31010880 6.186250 0.11785640 -15.933354 4.4138995 3 | 3 | 7 | 4
## 77 1.78110300 4.582563 0.05848445 -29.945181 19.0735485 1 | 7 | 4 | 7
## 78 0.49002002 2.774812 0.13661557 -7.787206 3.1977056 2 | 2 | 4 | 5
## 79 0.27811091 6.518650 0.06020747 -20.182681 4.2388886 4 | 9 | 2