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2 changes: 2 additions & 0 deletions .gitignore
Original file line number Diff line number Diff line change
Expand Up @@ -31,4 +31,6 @@ Manifest.toml
# VSCode settings
.vscode/

benchmarking/local

# End of https://www.toptal.com/developers/gitignore/api/julia
8 changes: 8 additions & 0 deletions benchmarking/benchmarks.jl
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Expand Up @@ -44,6 +44,7 @@ benchmarks = Dict(
y1(t) = x0(t)
),
:skip => false,
:cite => "bib/Pharm.bib"
),
:SEAIJRC => Dict(
:name => "SEAIJRC Covid model",
Expand Down Expand Up @@ -458,6 +459,7 @@ benchmarks = Dict(
y2(t) = a2 * (pAkt(t) + pAkt_S6(t)),
y3(t) = a3 * pS6(t)
),
:cite => "bib/Fujita.bib"
),
:LLW => Dict(
# https://github.com/Xabo-RB/Local-Global-Models/blob/main/Models/General/LLW1987_io.jl
Expand All @@ -484,6 +486,7 @@ benchmarks = Dict(
x4'(t) = k41 * x1(t) - k14 * x4(t),
y1(t) = x1(t)
),
:cite => "bib/Bilirubin2_io.bib"
),
:HIV2 => Dict(
# https://github.com/Xabo-RB/Local-Global-Models/blob/main/Models/Virology/HIV2_io.jl
Expand All @@ -509,6 +512,7 @@ benchmarks = Dict(
y1(t) = x4(t),
y2(t) = x5(t)
),
:cite => "bib/Biohydrogenation_io.bib"
),
:Treatment => Dict(
# https://github.com/Xabo-RB/Local-Global-Models/blob/main/Models/Epidemiology/Treatment_io.jl
Expand All @@ -534,6 +538,7 @@ benchmarks = Dict(
Q'(t) = -gamma * Q(t) + psi * I(t),
y1(t) = Q(t)
),
:cite => "bib/SEIR_1_io.bib"
),
:JAK_STAT => Dict(
# https://arxiv.org/pdf/2207.09745.pdf
Expand Down Expand Up @@ -562,6 +567,7 @@ benchmarks = Dict(
y7(t) = x10(t),
y8(t) = -x7(t) + 165
),
:cite => "bib/JAK_STAT_1.bib"
),
:SIR24 => Dict(
# https://arxiv.org/pdf/2006.14295.pdf
Expand Down Expand Up @@ -873,6 +879,7 @@ benchmarks = Dict(
q7'(t) = k7 * q1(t),
y1(t) = q7(t)
),
:cite => "bib/CGV1990.bib",
),
:LeukaemiaLeon2021 => Dict(
# https://github.com/Xabo-RB/Local-Global-Models/blob/main/Models/Immunology/LeukaemiaLeon2021.jl
Expand Down Expand Up @@ -987,6 +994,7 @@ benchmarks = Dict(
x2'(t) = r2 * x2(t) + beta21 * x1(t) * x2(t) + beta22 * x2(t)^2,
y1(t) = x1(t)
),
:cite => "bib/genLV.bib"
),
:Pivastatin => Dict(
# https://github.com/Xabo-RB/Local-Global-Models/blob/main/Models/Pharmacokinetics/Pivastatin.jl
Expand Down
11 changes: 11 additions & 0 deletions benchmarking/bib/Akt_pathway.bib
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@@ -0,0 +1,11 @@
@article{Fujita2010Akt,
title = {Decoupling of Receptor and Downstream Signals in the Akt Pathway by Its Low-Pass Filter Characteristics},
author = {Fujita, K. A. and Toyoshima, Y. and Uda, S. and Ozaki, Y. I. and Kubota, H. and Kuroda, S.},
journal = {Science Signaling},
year = {2010},
volume = {3},
number = {141},
pages = {ra56},
doi = {10.1126/scisignal.2000810},
url = {https://doi.org/10.1126/scisignal.2000810}
}
11 changes: 11 additions & 0 deletions benchmarking/bib/Bilirubin2_io.bib
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@@ -0,0 +1,11 @@
@article{Meshkat2014Combos,
title = {On finding and using identifiable parameter combinations in nonlinear dynamic systems biology models and COMBOS: A novel web implementation},
author = {Meshkat, Nicolette AND Kuo, Christine Er-zhen AND DiStefano, III, Joseph},
journal = {PLOS ONE},
volume = {9},
number = {10},
pages = {1--14},
year = {2014},
doi = {10.1371/journal.pone.0110261},
url = {https://doi.org/10.1371/journal.pone.0110261}
}
25 changes: 25 additions & 0 deletions benchmarking/bib/Biohydrogenation_io.bib
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@@ -0,0 +1,25 @@
@article{MOATE2008731,
title = {Kinetics of Ruminal Lipolysis of Triacylglycerol and Biohydrogenation of Long-Chain Fatty Acids: New Insights from Old Data},
journal = {Journal of Dairy Science},
volume = {91},
number = {2},
pages = {731-742},
year = {2008},
issn = {0022-0302},
doi = {https://doi.org/10.3168/jds.2007-0398},
url = {https://www.sciencedirect.com/science/article/pii/S0022030208714176},
author = {P.J. Moate and R.C. Boston and T.C. Jenkins and I.J. Lean},
}

@article{MUNOZTAMAYO2018701,
title = {Review: To be or not to be an identifiable model. Is this a relevant question in animal science modelling?},
journal = {animal},
volume = {12},
number = {4},
pages = {701-712},
year = {2018},
issn = {1751-7311},
doi = {https://doi.org/10.1017/S1751731117002774},
url = {https://www.sciencedirect.com/science/article/pii/S1751731117002774},
author = {R. Muñoz-Tamayo and L. Puillet and J.B. Daniel and D. Sauvant and O. Martin and M. Taghipoor and P. Blavy},
}
11 changes: 11 additions & 0 deletions benchmarking/bib/Bruno2016.bib
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@@ -0,0 +1,11 @@
@article{Bruno2016CCD,
title = {Enzymatic study on AtCCD4 and AtCCD7 and their potential to form acyclic regulatory metabolites},
author = {Bruno, Mark and Koschmieder, Julian and Wuest, Florian and Schaub, Patrick and Fehling-Kaschek, Mirjam and Timmer, Jens and Beyer, Peter and Al-Babili, Salim},
journal = {Journal of Experimental Botany},
volume = {67},
number = {21},
pages = {5993--6005},
year = {2016},
doi = {10.1093/jxb/erw356},
url = {https://doi.org/10.1093/jxb/erw356}
}
9 changes: 9 additions & 0 deletions benchmarking/bib/CD8_T_cell_differentiation.bib
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@@ -0,0 +1,9 @@
@article{Girel2019UnevenPartitioning,
title = {Model-Based Assessment of the Role of Uneven Partitioning of Molecular Content on Heterogeneity and Regulation of Differentiation in CD8 T-Cell Immune Responses},
author = {Girel, Simon and Arpin, Christophe and Marvel, Jacqueline and Gandrillon, Olivier and Crauste, Fabien},
journal = {Frontiers in Immunology},
year = {2019},
volume = {10},
pages = {230},
doi = {10.3389/fimmu.2019.00230}
}
11 changes: 11 additions & 0 deletions benchmarking/bib/CGV1990.bib
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@@ -0,0 +1,11 @@
@article{Chappell1990Global,
title = {Global identifiability of the parameters of nonlinear systems with specified inputs: A comparison of methods},
author = {Chappell, Michael J. and Godfrey, Keith R. and Vajda, Sandor},
journal = {Mathematical Biosciences},
volume = {102},
number = {1},
pages = {41--73},
year = {1990},
doi = {10.1016/0025-5564(90)90055-4},
url = {https://doi.org/10.1016/0025-5564(90)90055-4}
}
12 changes: 12 additions & 0 deletions benchmarking/bib/Chemical_reaction_network.bib
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@@ -0,0 +1,12 @@
@article{CONRADI2018507,
title = {Dynamics of Posttranslational Modification Systems: Recent Progress and Future Directions},
journal = {Biophysical Journal},
volume = {114},
number = {3},
pages = {507--515},
year = {2018},
issn = {0006-3495},
doi = {10.1016/j.bpj.2017.11.3787},
url = {https://doi.org/10.1016/j.bpj.2017.11.3787},
author = {Carsten Conradi and Anne Shiu}
}
11 changes: 11 additions & 0 deletions benchmarking/bib/Covid_model_Gevertz_et_al.bib
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@@ -0,0 +1,11 @@
@article{Mitchell2020Prophylactic,
title = {Prophylactic host behaviour discourages pathogen exploitation},
author = {Mitchell, Evan and Wild, Geoff},
journal = {Journal of Theoretical Biology},
year = {2020},
volume = {503},
pages = {110388},
doi = {10.1016/j.jtbi.2020.110388},
url = {https://doi.org/10.1016/j.jtbi.2020.110388},
publisher = {Elsevier}
}
11 changes: 11 additions & 0 deletions benchmarking/bib/Covid_model_Gevertz_et_al_2.bib
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@@ -0,0 +1,11 @@
@article{Gevertz2021COVIDTherapy,
title = {Living with COVID-19: Balancing cost of lockdowns and health outcomes in dynamical systems models},
author = {Gevertz, Jana L. and Greene, James M. and Sontag, Eduardo D. and Friedman, Avner},
journal = {Biophysical Journal},
volume = {120},
number = {12},
pages = {1203--1214},
year = {2021},
doi = {10.1016/j.bpj.2020.12.033},
url = {https://doi.org/10.1016/j.bpj.2020.12.033}
}
12 changes: 12 additions & 0 deletions benchmarking/bib/Crauste_SI.bib
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@@ -0,0 +1,12 @@
@article{Crauste2017,
title = {Identification of Nascent Memory CD8 T Cells and Modeling of Their Ontogeny},
author = {Crauste, Fabien and Mafille, Julien and Boucinha, Lilia and Djebali, Sophia and Gandrillon, Olivier and Marvel, Jacqueline and Arpin, Christophe},
journal = {Cell Systems},
year = {2017},
volume = {4},
number = {3},
pages = {306--317.e4},
doi = {10.1016/j.cels.2017.01.014},
url = {https://doi.org/10.1016/j.cels.2017.01.014},
note = {Benchmarked Crauste\_SI CD8 T-cell differentiation model from Local-Global-Models repository}
}
12 changes: 12 additions & 0 deletions benchmarking/bib/EIHRD_epidemiological_model.bib
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@@ -0,0 +1,12 @@
@article{Chen2024EIHRD,
title = {Practical identifiability and parameter estimation of compartmental epidemiological models},
author = {Chen, Qianyong and Rapti, Zoi and Drossinos, Yannis and Cuevas-Maraver, Jes{\'u}s and Kevrekidis, Georgios A. and Kevrekidis, Panayotis G.},
journal = {arXiv},
year = {2024},
eprint = {2406.17827},
archivePrefix = {arXiv},
primaryClass = {stat.ME},
doi = {10.48550/arXiv.2406.17827},
url = {https://arxiv.org/abs/2406.17827},
note = {See Section on EIHRD model}
}
11 changes: 11 additions & 0 deletions benchmarking/bib/Fujita.bib
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@@ -0,0 +1,11 @@
@article{Fujita2010,
title = {Decoupling of Receptor and Downstream Signals in the Akt Pathway by Its Low-Pass Filter Characteristics},
author = {Fujita, K. A. and Toyoshima, Y. and Uda, S. and Ozaki, Y. I. and Kubota, H. and Kuroda, S.},
journal = {Science Signaling},
year = {2010},
volume = {3},
number = {132},
pages = {ra56--ra56},
doi = {10.1126/scisignal.2000810},
url = {https://doi.org/10.1126/scisignal.2000810}
}
10 changes: 10 additions & 0 deletions benchmarking/bib/Goodwin_oscillator.bib
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@@ -0,0 +1,10 @@
@article{Goodwin1965Oscillatory,
title = {Oscillatory Behavior in Enzymatic Control Processes},
author = {Goodwin, Brian C.},
journal = {Advances in Enzyme Regulation},
year = {1965},
volume = {3},
pages = {425--438},
doi = {10.1016/0065-2571(65)90067-1},
url = {https://doi.org/10.1016/0065-2571(65)90067-1}
}
12 changes: 12 additions & 0 deletions benchmarking/bib/HIV.bib
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@@ -0,0 +1,12 @@
@article{Wodarz1999HIV,
title = {Specific Therapy Regimens Could Lead to Long-Term Immunological Control of HIV},
author = {Wodarz, Dominik and Nowak, Martin A.},
journal = {Proceedings of the National Academy of Sciences},
year = {1999},
volume = {96},
number = {25},
pages = {14464--14469},
month = {Dec},
doi = {10.1073/pnas.96.25.14464},
url = {https://doi.org/10.1073/pnas.96.25.14464}
}
11 changes: 11 additions & 0 deletions benchmarking/bib/HIV2_io.bib
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@@ -0,0 +1,11 @@
@article{Wodarz1999Therapy,
title = {Specific therapy regimes could lead to long-term immunological control of HIV},
author = {Wodarz, Dominik and Nowak, Martin A.},
journal = {Proceedings of the National Academy of Sciences of the United States of America},
volume = {96},
number = {25},
pages = {14464--14469},
year = {1999},
doi = {10.1073/pnas.96.25.14464},
url = {https://doi.org/10.1073/pnas.96.25.14464}
}
11 changes: 11 additions & 0 deletions benchmarking/bib/HighDimNonLin.bib
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@@ -0,0 +1,11 @@
@article{Saccomani2010DAISY,
title = {Examples of testing global identifiability of biological and biomedical models with the DAISY software},
author = {Saccomani, Maria Pia and Audoly, Solange and Bellu, Gabriella and D'Angio, Lina},
journal = {Computer Methods and Programs in Biomedicine},
volume = {40},
number = {4},
pages = {402--407},
year = {2010},
doi = {10.1016/j.compbiomed.2010.02.002},
url = {https://doi.org/10.1016/j.compbiomed.2010.02.002}
}
11 changes: 11 additions & 0 deletions benchmarking/bib/Immune_response_to_influenza_MB1_model.bib
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@@ -0,0 +1,11 @@
@article{Whipple2024MB1,
title = {Modeling the CD8+ T cell immune response to influenza infection in adult and aged mice},
author = {Whipple, Benjamin and Miura, Tanya A. and Hernandez-Vargas, Esteban A.},
journal = {Journal of Theoretical Biology},
year = {2024},
volume = {593},
pages = {111898},
doi = {10.1016/j.jtbi.2024.111898},
url = {https://doi.org/10.1016/j.jtbi.2024.111898},
note = {Defines MB1 benchmark model}
}
11 changes: 11 additions & 0 deletions benchmarking/bib/Immune_response_to_influenza_MB2_model.bib
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@@ -0,0 +1,11 @@
@article{Whipple2024MB2,
title = {Modeling the CD8+ T cell immune response to influenza infection in adult and aged mice},
author = {Whipple, Benjamin and Miura, Tanya A. and Hernandez-Vargas, Esteban A.},
journal = {Journal of Theoretical Biology},
year = {2024},
volume = {593},
pages = {111898},
doi = {10.1016/j.jtbi.2024.111898},
url = {https://doi.org/10.1016/j.jtbi.2024.111898},
note = {Defines MB2 benchmark model}
}
11 changes: 11 additions & 0 deletions benchmarking/bib/Immune_response_to_influenza_MB3_model.bib
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@@ -0,0 +1,11 @@
@article{Whipple2024MB3,
title = {Modeling the CD8+ T cell immune response to influenza infection in adult and aged mice},
author = {Whipple, Benjamin and Miura, Tanya A. and Hernandez-Vargas, Esteban A.},
journal = {Journal of Theoretical Biology},
year = {2024},
volume = {593},
pages = {111898},
doi = {10.1016/j.jtbi.2024.111898},
url = {https://doi.org/10.1016/j.jtbi.2024.111898},
note = {Defines MB3 benchmark model}
}
11 changes: 11 additions & 0 deletions benchmarking/bib/Immune_response_to_influenza_MB4_model.bib
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@@ -0,0 +1,11 @@
@article{Whipple2024MB4,
title = {Modeling the CD8+ T cell immune response to influenza infection in adult and aged mice},
author = {Whipple, Benjamin and Miura, Tanya A. and Hernandez-Vargas, Esteban A.},
journal = {Journal of Theoretical Biology},
year = {2024},
volume = {593},
pages = {111898},
doi = {10.1016/j.jtbi.2024.111898},
url = {https://doi.org/10.1016/j.jtbi.2024.111898},
note = {Defines MB4 benchmark model}
}
11 changes: 11 additions & 0 deletions benchmarking/bib/Immune_response_to_influenza_MD1_model.bib
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@@ -0,0 +1,11 @@
@article{Whipple2024MD1,
title = {Modeling the CD8+ T cell immune response to influenza infection in adult and aged mice},
author = {Whipple, Benjamin and Miura, Tanya A. and Hernandez-Vargas, Esteban A.},
journal = {Journal of Theoretical Biology},
year = {2024},
volume = {593},
pages = {111898},
doi = {10.1016/j.jtbi.2024.111898},
url = {https://doi.org/10.1016/j.jtbi.2024.111898},
note = {Defines MD1 benchmark model}
}
11 changes: 11 additions & 0 deletions benchmarking/bib/Immune_response_to_influenza_MD2_model.bib
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@@ -0,0 +1,11 @@
@article{Whipple2024MD2,
title = {Modeling the CD8+ T cell immune response to influenza infection in adult and aged mice},
author = {Whipple, Benjamin and Miura, Tanya A. and Hernandez-Vargas, Esteban A.},
journal = {Journal of Theoretical Biology},
year = {2024},
volume = {593},
pages = {111898},
doi = {10.1016/j.jtbi.2024.111898},
url = {https://doi.org/10.1016/j.jtbi.2024.111898},
note = {Defines MD2 benchmark model}
}
11 changes: 11 additions & 0 deletions benchmarking/bib/Immune_response_to_influenza_MD3_model.bib
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@@ -0,0 +1,11 @@
@article{Whipple2024MD3,
title = {Modeling the CD8+ T cell immune response to influenza infection in adult and aged mice},
author = {Whipple, Benjamin and Miura, Tanya A. and Hernandez-Vargas, Esteban A.},
journal = {Journal of Theoretical Biology},
year = {2024},
volume = {593},
pages = {111898},
doi = {10.1016/j.jtbi.2024.111898},
url = {https://doi.org/10.1016/j.jtbi.2024.111898},
note = {Defines MD3 benchmark model}
}
11 changes: 11 additions & 0 deletions benchmarking/bib/Immune_response_to_influenza_MD4_model.bib
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@@ -0,0 +1,11 @@
@article{Whipple2024MD4,
title = {Modeling the CD8+ T cell immune response to influenza infection in adult and aged mice},
author = {Whipple, Benjamin and Miura, Tanya A. and Hernandez-Vargas, Esteban A.},
journal = {Journal of Theoretical Biology},
year = {2024},
volume = {593},
pages = {111898},
doi = {10.1016/j.jtbi.2024.111898},
url = {https://doi.org/10.1016/j.jtbi.2024.111898},
note = {Defines MD4 benchmark model}
}
11 changes: 11 additions & 0 deletions benchmarking/bib/JAK_STAT_1.bib
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@@ -0,0 +1,11 @@
@article{Raia2011,
title = {Dynamic Mathematical Modeling of IL13-Induced Signaling in Hodgkin and Primary Mediastinal B-Cell Lymphoma Allows Prediction of Therapeutic Targets},
author = {Raia, Valentina and Schilling, Marcel and B{\"o}hm, Martin and Hahn, Bettina and Kowarsch, Andreas and Raue, Andreas and Sticht, Carsten and Bohl, Sebastian and Saile, Maria and M{\"o}ller, Peter and Gretz, Norbert and Timmer, Jens and Theis, Fabian and Lehmann, Wolf-Dieter and Lichter, Peter and Klingm{"u}ller, Ursula},
journal = {Cancer Research},
year = {2011},
volume = {71},
number = {3},
pages = {693--704},
doi = {10.1158/0008-5472.CAN-10-2987},
url = {https://doi.org/10.1158/0008-5472.CAN-10-2987}
}
11 changes: 11 additions & 0 deletions benchmarking/bib/KD1999.bib
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@@ -0,0 +1,11 @@
@book{KumarDaoutidis1999,
title = {Control of Nonlinear Differential Algebraic Equation Systems with Applications to Chemical Processes},
author = {Kumar, Aditya and Daoutidis, Prodromos},
publisher = {Chapman and Hall/CRC},
address = {New York, NY},
year = {1999},
doi = {10.1201/9781003072218},
url = {https://doi.org/10.1201/9781003072218},
isbn = {9781003072218},
note = {First published 1999; eBook edition 2020}
}
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