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Merge pull request #183 from NantiaL/master
Update Example Zeilfelder_IL6_CellSystems2025
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DCF [mM],time,obs conc (pg/mL),Experiment,mean control,norm conc (% to mean DMSO control
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0,0,,1,4.74,
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0,0,4.17,1,4.74,87.97468354
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0,0,5.32,1,4.74,112.2362869
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500,0,3.8,1,4.74,80.16877637
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500,0,2.57,1,4.74,54.21940928
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500,0,2.71,1,4.74,57.17299578
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0,0,2.65,2,2.59,102.3166023
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0,0,2.29,2,2.59,88.41698842
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0,0,2.84,2,2.59,109.6525097
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250,0,2.13,2,2.59,82.23938224
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250,0,2.18,2,2.59,84.16988417
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250,0,2.13,2,2.59,82.23938224
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time,IL6,BMP2,DCF,rep,HAMP_FC_to_0min
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0,Ctrl,Ctrl,Ctrl,1,0.974994051
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0,Ctrl,Ctrl,Ctrl,2,1.022848221
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0,Ctrl,Ctrl,Ctrl,3,1.002157728
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0,Ctrl,Ctrl,DCF,1,1.078521283
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0,Ctrl,Ctrl,DCF,2,0.996935172
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0,Ctrl,Ctrl,DCF,3,0.947032659
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120,Ctrl,Ctrl,Ctrl,1,0.542993344
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120,Ctrl,Ctrl,Ctrl,2,0.549477502
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120,Ctrl,Ctrl,Ctrl,3,0.562495561
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120,IL6,Ctrl,Ctrl,1,3.597994782
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120,IL6,Ctrl,Ctrl,2,3.822833876
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120,IL6,Ctrl,Ctrl,3,3.820589524
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120,Ctrl,BMP2,Ctrl,1,3.735806213
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120,Ctrl,BMP2,Ctrl,2,4.42544834
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120,Ctrl,BMP2,Ctrl,3,5.523334678
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120,IL6,BMP2,Ctrl,1,10.04526492
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120,IL6,BMP2,Ctrl,2,9.557732507
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120,IL6,BMP2,Ctrl,3,10.92290698
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120,IL6,Ctrl,DCF,1,2.423596313
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120,IL6,Ctrl,DCF,2,2.436104949
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120,IL6,Ctrl,DCF,3,2.552313476
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120,IL6,BMP2,DCF,1,2.684617158
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120,IL6,BMP2,DCF,2,2.90121803
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120,IL6,BMP2,DCF,3,3.143906578
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240,Ctrl,Ctrl,Ctrl,1,0.391490449
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240,Ctrl,Ctrl,Ctrl,2,0.381877612
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240,Ctrl,Ctrl,Ctrl,3,0.410667681
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240,IL6,Ctrl,Ctrl,1,14.02375992
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240,IL6,Ctrl,Ctrl,2,13.73523511
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240,IL6,Ctrl,Ctrl,3,14.45505145
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240,Ctrl,BMP2,Ctrl,1,14.16375937
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240,Ctrl,BMP2,Ctrl,2,14.14022847
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240,Ctrl,BMP2,Ctrl,3,14.10282553
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240,IL6,BMP2,Ctrl,1,51.68570914
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240,IL6,BMP2,Ctrl,2,57.19849265
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240,IL6,BMP2,Ctrl,3,61.24779524
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240,IL6,Ctrl,DCF,1,3.383717658
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240,IL6,Ctrl,DCF,2,3.163807469
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240,IL6,Ctrl,DCF,3,3.245136807
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240,IL6,BMP2,DCF,1,5.012690447
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240,IL6,BMP2,DCF,2,6.006726721
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240,IL6,BMP2,DCF,3,3.969293574
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0,IL6,Ctrl,Ctrl,1,0.974994051
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0,IL6,Ctrl,Ctrl,2,1.022848221
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0,IL6,Ctrl,Ctrl,3,1.002157728
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0,Ctrl,BMP2,Ctrl,1,0.974994051
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0,Ctrl,BMP2,Ctrl,2,1.022848221
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0,Ctrl,BMP2,Ctrl,3,1.002157728
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0,IL6,BMP2,Ctrl,1,0.974994051
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0,IL6,BMP2,Ctrl,2,1.022848221
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0,IL6,BMP2,Ctrl,3,1.002157728
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0,IL6,Ctrl,DCF,1,1.078521283
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0,IL6,Ctrl,DCF,2,0.996935172
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0,IL6,Ctrl,DCF,3,0.947032659
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0,IL6,BMP2,DCF,1,1.078521283
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0,IL6,BMP2,DCF,2,0.996935172
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0,IL6,BMP2,DCF,3,0.947032659
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Dose DCF [mM],Dose APAP [mM],Dose IL-6 [ng/mL],Time [min],Replicate,HAMP FC to t0
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0,0,0,0,1,1.224600533
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0,0,0,0,2,0.816985847
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0,0,0,120,1,0.677014437
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0,0,0,120,2,0.837734667
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0,0,10,120,1,4.754223773
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0,0,10,120,2,4.125090982
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15.625,0,10,120,1,3.964788371
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15.625,0,10,120,2,3.875642764
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31.25,0,10,120,1,4.126594576
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31.25,0,10,120,2,3.804604759
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62.5,0,10,120,1,4.999511941
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62.5,0,10,120,2,5.534672081
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125,0,10,120,1,11.60095809
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125,0,10,120,2,8.782298778
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250,0,10,120,1,20.35181936
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250,0,10,120,2,11.3088384
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500,0,10,120,1,49.58098313
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500,0,10,120,2,18.24574776
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0,0.3125,10,120,1,7.553031703
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0,0.3125,10,120,2,4.809564082
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0,0.625,10,120,1,3.799880284
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0,0.625,10,120,2,4.509331123
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0,1.25,10,120,1,6.033596784
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0,1.25,10,120,2,5.257069863
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0,2.5,10,120,1,8.51297313
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0,2.5,10,120,2,10.05594157
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0,5,10,120,1,7.531832873
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0,5,10,120,2,10.96048058
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0,10,10,120,1,7.077433152
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0,10,10,120,2,7.16301929
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0,0,0,0,3,0.95841362
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0,0,0,120,3,1.394347903
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0,0,10,120,3,4.979788044
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15.625,0,10,120,3,5.767665284
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31.25,0,10,120,3,10.0727463
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62.5,0,10,120,3,17.26320471
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125,0,10,120,3,19.92974948
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250,0,10,120,3,37.86511765
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500,0,10,120,3,43.3576133
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0,0.3125,10,120,3,14.87004975
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0,0.625,10,120,3,9.806250902
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0,1.25,10,120,3,11.07938594
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0,2.5,10,120,3,20.92711768
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0,5,10,120,3,18.18793641
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0,10,10,120,3,11.27697151

arFramework3/Examples/Zeilfelder_IL6_CellSystems2025/README.md

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L1 regularization in HepG2 cells and included parameters reflecting differences between primary
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human hepatocytes and HepG2 cells. This model has the same structure as the integrative mondel (`combined_model.def`)
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All model equations, parameters as well as results from uncertainty analysis are detauled described in `Mathematical_modeling_documentation.pdf`.
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## Prerequisites
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The following installations are required for successful use of the scripts:
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- MATLAB (version 2019 or higher)
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To specify the filename and save generated figures use: `arPaperFigures(1, 0, 0, 0, 'FigureName');`
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## License
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GPL-3.0 license
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## Citation
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If you use the models, data, or scripts from this repository in your research, please cite the original paper:
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## Contact
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