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Bidkhori2012.jmd
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---
title: Bidkhori2012 Work-Precision Diagrams
author: Utkarsh
---
The following benchmark is of 109 ODEs and 188 parameters that describe a stiff
SBML model, modelling the EGFR signalling between normal and NSCLC cells [Bidkhori et
al.](https://doi.org/10.1371/journal.pone.0048004). It is referenced from [Biomodels Database](https://www.ebi.ac.uk/biomodels/curation/index),
and the model was parsed to Julia are finally to ODEs using [ModelingToolkit](https://github.com/SciML/ModelingToolkit.jl).
```julia
using DiffEqBase, OrdinaryDiffEq, Catalyst, ReactionNetworkImporters,
Sundials, Plots, DiffEqDevTools, ODEInterface, ODEInterfaceDiffEq,
LSODA, TimerOutputs, LinearAlgebra, ModelingToolkit, BenchmarkTools, JLD2,
RecursiveFactorization
gr()
par = load(joinpath(@__DIR__, "params_Bidkhori2012.jld2"))
```
# Defining the reaction system
```julia
function sbml_model!(du, u, p, t)
# assignmentRule: variable = mwa6994523_5d45_4000_af0c_3e94073bf183
u88 = u[80] + u[79]
reaction_mwa67e40c1_693d_4214_adc8_b2f2b71cef12 = p["reaction_mwa67e40c1_693d_4214_adc8_b2f2b71cef12_mw575f7f49_3663_47f1_b492_5b92c1c4345d"] * u[1] * u[2] - p["reaction_mwa67e40c1_693d_4214_adc8_b2f2b71cef12_mw53c64fd3_9a1c_4947_a734_74a73554964c"] * u[3]
reaction_mw877cd1e3_b48b_42e8_ab23_682dd893fd9d = p["reaction_mw877cd1e3_b48b_42e8_ab23_682dd893fd9d_mw8cfaf07f_dabe_45de_93cc_ef2c7fd31104"] * u[3] * u[3] - p["reaction_mw877cd1e3_b48b_42e8_ab23_682dd893fd9d_mwab52aceb_4b19_4317_b2da_97ccbb973dab"] * u[4]
reaction_mw413c6d45_ab23_4d3e_87b3_a8ed4629b923 = p["reaction_mw413c6d45_ab23_4d3e_87b3_a8ed4629b923_mw6b97a1ec_2cba_4bce_96f7_ec1d0fa2d16c"] * u[4]
reaction_mwf61e086d_0345_4d4c_b91d_0b105e543d04 = p["reaction_mwf61e086d_0345_4d4c_b91d_0b105e543d04_mwf1697f55_a3f4_4fb6_ae1d_f96f09ad1daa"] * u[5] * u[7] - p["reaction_mwf61e086d_0345_4d4c_b91d_0b105e543d04_mw880a5942_7549_4466_bd19_0e1768a3a533"] * u[8]
reaction_mw91f49311_efdc_47c6_b8b8_a619e042d644 = p["reaction_mw91f49311_efdc_47c6_b8b8_a619e042d644_mw7e889122_d26c_4d09_bae4_d313b992dc8e"] * u[5] * u[9] - p["reaction_mw91f49311_efdc_47c6_b8b8_a619e042d644_mwff6f49f7_268a_4f08_8d36_3ad8449d7472"] * u[10]
reaction_mw974c39f5_b82e_44b3_abec_7a724f46c526 = p["reaction_mw974c39f5_b82e_44b3_abec_7a724f46c526_mwe645e76e_bb00_4c22_b25e_a2e77a6aada2"] * u[8]
reaction_mw9544e67b_b6d0_4941_b7e0_ecd4f400a335 = p["reaction_mw9544e67b_b6d0_4941_b7e0_ecd4f400a335_mwb0744746_88a2_488e_a483_266747a044c6"] * u[10]
reaction_mw486c5261_3d03_4589_a1e9_978b62ad2dfe = p["reaction_mw486c5261_3d03_4589_a1e9_978b62ad2dfe_mw9e24066c_51a5_4c7a_af7c_4656155a4eb0"] * u[11] - p["reaction_mw486c5261_3d03_4589_a1e9_978b62ad2dfe_mwab1ef4d4_2acc_4fa2_b07c_fac51fb7bfaf"] * u[5] * u[12]
reaction_mw2cf8a809_63d8_4717_91fc_070516e6f3db = p["reaction_mw2cf8a809_63d8_4717_91fc_070516e6f3db_mwc4824ff0_2b51_4d66_ad48_1145f670a6e1"] * u[12] * u[9] - p["reaction_mw2cf8a809_63d8_4717_91fc_070516e6f3db_mw0f1d282f_1c6b_455c_8254_3760632c6ecc"] * u[13]
reaction_mweda6a945_fb5d_4d99_9958_11b2b2840308 = p["reaction_mweda6a945_fb5d_4d99_9958_11b2b2840308_mw0aa92e25_f9aa_461e_92b8_23b1b5b3ab92"] * u[13]
reaction_mwd4bf58ea_70c9_43ea_a831_1fcde130ba28 = p["reaction_mwd4bf58ea_70c9_43ea_a831_1fcde130ba28_mw2a4ed8a2_fce4_44a4_adb9_edc24a06b4e1"] * u[12]
reaction_mw4817365e_a33b_451f_bee1_de748377ede2 = p["reaction_mw4817365e_a33b_451f_bee1_de748377ede2_mwe879a9ac_4b8d_4c9a_a157_a3751761cf63"] * u[11] * u[14] - p["reaction_mw4817365e_a33b_451f_bee1_de748377ede2_mwa18578d7_236f_4939_baca_52259e38fe15"] * u[15]
reaction_mw03998474_934b_4e4a_8c0c_ca359e402ac2 = p["reaction_mw03998474_934b_4e4a_8c0c_ca359e402ac2_mw289fed85_e6ee_43e6_a69f_77b5f487a452"] * u[15] * u[9] - p["reaction_mw03998474_934b_4e4a_8c0c_ca359e402ac2_mw8768b5c7_b227_4825_aa55_a525b0d915c2"] * u[16]
reaction_mw7bb43f0a_c87e_41ff_8a43_cdf45c8f05e6 = p["reaction_mw7bb43f0a_c87e_41ff_8a43_cdf45c8f05e6_mwd12a67b3_6d98_40e9_a54b_282a577498eb"] * u[16]
reaction_mwd9262331_e35a_4614_943a_89bcf8a492e3 = p["reaction_mwd9262331_e35a_4614_943a_89bcf8a492e3_mw6ac313e2_e8a9_42a9_b13a_27e55c1012a2"] * u[15] * u[17] - p["reaction_mwd9262331_e35a_4614_943a_89bcf8a492e3_mw93f832d7_eefb_43dd_853c_a0d7a76023cf"] * u[18]
reaction_mwc5f121dc_d27d_4c3d_90f2_67d0adaf144a = p["reaction_mwc5f121dc_d27d_4c3d_90f2_67d0adaf144a_mwbb727dc5_30e8_45f4_9d15_3b34be5c1e93"] * u[14] * u[17] - p["reaction_mwc5f121dc_d27d_4c3d_90f2_67d0adaf144a_mw7ae1ee96_563e_4684_bc9a_8f4ef373620e"] * u[20]
reaction_mw23a29b42_9813_4e46_b8ae_966e3215e6dc = p["reaction_mw23a29b42_9813_4e46_b8ae_966e3215e6dc_mwbc5340b6_06b7_4081_bd0c_e7a397f06a92"] * u[11] * u[20] - p["reaction_mw23a29b42_9813_4e46_b8ae_966e3215e6dc_mw0df80c0e_c32b_4f90_99bd_e8f90e4c8109"] * u[18]
reaction_mw0e459167_515b_4c4d_8b67_bf0a5b3e9d61 = p["reaction_mw0e459167_515b_4c4d_8b67_bf0a5b3e9d61_mwc585e0e4_b7e7_4290_8a6d_10fcd9759a2d"] * u[5] * u[14] - p["reaction_mw0e459167_515b_4c4d_8b67_bf0a5b3e9d61_mwf44d37d0_fe7f_4e47_bf10_1e734fbc3391"] * u[21]
reaction_mwc52e0f9b_1e0c_46ca_8d18_f05ef4a080cb = p["reaction_mwc52e0f9b_1e0c_46ca_8d18_f05ef4a080cb_mw3d564c3c_aa54_4c16_90be_662cfcbf8bc8"] * u[21] * u[9] - p["reaction_mwc52e0f9b_1e0c_46ca_8d18_f05ef4a080cb_mw371642bb_3836_4ded_93a5_68fa9b464896"] * u[22]
reaction_mw4f89bf6c_8691_41a6_a1ac_13e6aa8c4b93 = p["reaction_mw4f89bf6c_8691_41a6_a1ac_13e6aa8c4b93_mw736e4a7b_4a25_4d32_b96b_b088e3bd41e7"] * u[22]
reaction_mw35f71989_f89b_4440_b1a4_ebc7b4cc18b2 = p["reaction_mw35f71989_f89b_4440_b1a4_ebc7b4cc18b2_mw084cd67b_f328_48a7_8e16_1d6256c8c137"] * u[21] * u[17] - p["reaction_mw35f71989_f89b_4440_b1a4_ebc7b4cc18b2_mw43f177dc_f522_4dd1_b8e5_21b2b8fdfdba"] * u[23]
reaction_mwd0d92dd4_81b7_4385_bfd7_5de82e193ecd = p["reaction_mwd0d92dd4_81b7_4385_bfd7_5de82e193ecd_mwfa6a58ab_0ca5_4c05_92b0_870593ac135d"] * u[5] * u[20] - p["reaction_mwd0d92dd4_81b7_4385_bfd7_5de82e193ecd_mwb9547c37_09b7_4258_95ab_8039d4088298"] * u[23]
reaction_mwbb77e3d6_6065_4344_9361_e30c03514f4e = p["reaction_mwbb77e3d6_6065_4344_9361_e30c03514f4e_mw7e09242b_bd80_4af0_90c8_e0cddace89fe"] * u[18] * u[25] - p["reaction_mwbb77e3d6_6065_4344_9361_e30c03514f4e_mw2dfc8a19_1792_4e12_af38_8bfbda31a577"] * u[26]
reaction_mw921ee820_1dbb_4b5f_866c_87da620d8f89 = p["reaction_mw921ee820_1dbb_4b5f_866c_87da620d8f89_mw553c0b3c_af7f_4309_8c61_0f1e2c32347c"] * u[27]
reaction_mw0bcfad86_59b9_42ff_bcb7_fbb44845049d = p["reaction_mw0bcfad86_59b9_42ff_bcb7_fbb44845049d_mwfc146e94_8070_4727_8416_fb55829068cb"] * u[26]
reaction_mwe9b50ac7_dac3_4eba_b1db_b3fd392d8fb7 = p["reaction_mwe9b50ac7_dac3_4eba_b1db_b3fd392d8fb7_mw26688d02_8ab9_4123_89c4_022b981cb72c"] * u[28]
reaction_mw934c3638_603e_4ff0_a763_68f9405fa01f = p["reaction_mw934c3638_603e_4ff0_a763_68f9405fa01f_mw5639395a_a5cd_46dd_81b8_30fe72400a2e"] * u[23] * u[25] - p["reaction_mw934c3638_603e_4ff0_a763_68f9405fa01f_mw9cc637fe_d9ca_47d2_a4dc_66009d458094"] * u[28]
reaction_mw3c617363_649b_4460_a694_36f7a3127a62 = p["reaction_mw3c617363_649b_4460_a694_36f7a3127a62_mw19173345_925d_427b_8658_add0978e5931"] * u[27] * u[29] - p["reaction_mw3c617363_649b_4460_a694_36f7a3127a62_mw9f6790d7_19ce_41d9_b4de_a1658c047501"] * u[30]
reaction_mwf31259aa_32b7_4104_be70_045297b9a512 = p["reaction_mwf31259aa_32b7_4104_be70_045297b9a512_mw23e16d40_acbb_4658_a336_be5d0b0dd86a"] * u[30]
reaction_mw0a51fbf0_409b_4b45_b4ac_0220af4c4e3c = p["reaction_mw0a51fbf0_409b_4b45_b4ac_0220af4c4e3c_mw10c97b8e_72aa_4f56_b3b9_c94baad7e213"] * u[5] * u[29] - p["reaction_mw0a51fbf0_409b_4b45_b4ac_0220af4c4e3c_mw0b6eb5f7_b133_4b3d_bf15_9fd6c2e9332d"] * u[31]
reaction_mw33baddbd_a23f_45bb_b126_0ba60bbf6c53 = p["reaction_mw33baddbd_a23f_45bb_b126_0ba60bbf6c53_mwe483687f_b591_4c42_9abc_7ea9f47470bf"] * u[31] * u[27] - p["reaction_mw33baddbd_a23f_45bb_b126_0ba60bbf6c53_mwcf964aba_9db6_46c5_b687_beafc5d89169"] * u[32]
reaction_mw652570eb_c9d3_499b_b877_61d360b10980 = p["reaction_mw652570eb_c9d3_499b_b877_61d360b10980_mwb881f20a_cf8a_493a_aa84_59ee90f26dd9"] * u[32]
reaction_mwc5aae1f8_52e4_4bcd_b044_3768f90b7b19 = p["reaction_mwc5aae1f8_52e4_4bcd_b044_3768f90b7b19_mwb4c6ed27_c7ec_438f_bafd_4a09a9f356f1"] * u[31] * u[9] - p["reaction_mwc5aae1f8_52e4_4bcd_b044_3768f90b7b19_mwba77a9ba_078d_4ec6_a8b8_d7042a2cefe7"] * u[33]
reaction_mw642ac312_2ee7_4e66_8f3e_e2da2bb6412a = p["reaction_mw642ac312_2ee7_4e66_8f3e_e2da2bb6412a_mwe1743f7b_ca2c_47d4_91d7_aed2748d98c5"] * u[33]
reaction_mw584a64d0_560a_4297_9882_80cb4eff73f3 = p["reaction_mw584a64d0_560a_4297_9882_80cb4eff73f3_mw9f1dbbe6_8aa3_4180_bcea_04343649d7ba"] * u[34] * u[27] - p["reaction_mw584a64d0_560a_4297_9882_80cb4eff73f3_mwdf20ff60_f0b7_4c2a_b393_586ec1337e67"] * u[35]
reaction_mw42c97708_4f85_45a8_9141_d0ae529409ca = p["reaction_mw42c97708_4f85_45a8_9141_d0ae529409ca_mw91f2ca92_9556_4fb8_ae12_0b72f3e3f261"] * u[35]
reaction_mwaa65a34e_fabf_4d6d_ae0b_f1d08b068f33 = p["reaction_mwaa65a34e_fabf_4d6d_ae0b_f1d08b068f33_mw77c60377_28ae_4aad_b911_5768fc8b824f"] * u[36] * u[37] - p["reaction_mwaa65a34e_fabf_4d6d_ae0b_f1d08b068f33_mw2eed2db0_ba78_435b_b2c8_ee91efdba1b4"] * u[38]
reaction_mw1bd186cf_4762_480a_b70d_d7a775462398 = p["reaction_mw1bd186cf_4762_480a_b70d_d7a775462398_mw7e974605_8d9c_4250_8f69_072aab1f24f7"] * u[38]
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reaction_mw1c9d29fa_bff4_4d2f_9d5f_f1791e4882a3 = p["reaction_mw1c9d29fa_bff4_4d2f_9d5f_f1791e4882a3_mw76d68ace_272d_4178_bba2_74dfdf260c70"] * u[5] * u[92] - p["reaction_mw1c9d29fa_bff4_4d2f_9d5f_f1791e4882a3_mwe37b936f_7781_4a01_b59b_96bd7db0c49e"] * u[93]
reaction_mwad97bd5a_3dae_49d9_990b_2e6574740618 = p["reaction_mwad97bd5a_3dae_49d9_990b_2e6574740618_mwb6701ead_d3f2_4eb3_8b08_341cea49a4b2"] * u[92] * u[94] - p["reaction_mwad97bd5a_3dae_49d9_990b_2e6574740618_mwa5016035_3f9f_44fc_9f69_1d7a0155eb36"] * u[95]
reaction_mwe9988e4a_083c_4f8e_b154_3e599c9307b0 = p["reaction_mwe9988e4a_083c_4f8e_b154_3e599c9307b0_mw26164d03_adda_4a21_b5ac_59e1d5a8d8ab"] * u[95]
reaction_mwf8bacf1a_6c1a_49b6_b344_2d3bd404a735 = p["reaction_mwf8bacf1a_6c1a_49b6_b344_2d3bd404a735_mw9fe16c2b_7271_4e4f_b6de_c149721a3198"] * u[92] * u[92] - p["reaction_mwf8bacf1a_6c1a_49b6_b344_2d3bd404a735_mw74ea5b55_ead0_4b6f_8da0_fd1dcf7e231d"] * u[97]
reaction_mwc9b945cf_3a14_4bd9_b253_7064498c75e2 = p["reaction_mwc9b945cf_3a14_4bd9_b253_7064498c75e2_mw8cbe6595_6f16_4704_afe2_0dd043a175fa"] * u[97] * u[94] - p["reaction_mwc9b945cf_3a14_4bd9_b253_7064498c75e2_mw21d22acd_ddd4_4794_9700_52201984f75b"] * u[96]
reaction_mw75c6078f_fb76_4ca9_9fdd_e221e3ba57ad = p["reaction_mw75c6078f_fb76_4ca9_9fdd_e221e3ba57ad_mw81384973_14a0_4498_ab21_f70666d46d7f"] * u[96]
reaction_mw177fa7b0_f0be_4c3e_8b47_2ac4e13159a2 = p["reaction_mw177fa7b0_f0be_4c3e_8b47_2ac4e13159a2_mw9f1a7f64_0b37_42df_9dd5_e1a44efdcbba"] * u[90] * u[92] - p["reaction_mw177fa7b0_f0be_4c3e_8b47_2ac4e13159a2_mw366e6f17_4081_4cdc_9fa5_0aeb354d692c"] * u[98]
reaction_mwec4127b5_6bcf_4128_aff4_a6b3c470f690 = p["reaction_mwec4127b5_6bcf_4128_aff4_a6b3c470f690_mw1df2caba_8e41_4fe5_a1b5_7777eb98ed1c"] * u[97]
reaction_mw5c806b00_59a1_491e_99a1_2c932b2d5d7a = p["reaction_mw5c806b00_59a1_491e_99a1_2c932b2d5d7a_mw5a798f7a_b4eb_4a27_b413_4ff3956b90e9"] * u[100] * u[100] - p["reaction_mw5c806b00_59a1_491e_99a1_2c932b2d5d7a_mw54178365_18c1_47e0_94ee_6b96582c52ef"] * u[99]
reaction_mw26fdabae_323b_4a78_b134_4c2eb70ea6a7 = p["reaction_mw26fdabae_323b_4a78_b134_4c2eb70ea6a7_mw1ff4e75e_fce5_4a7a_907b_05df4981f80b"] * u[99] * u[101] - p["reaction_mw26fdabae_323b_4a78_b134_4c2eb70ea6a7_mw8b269d52_eda9_4dd1_8616_ebcf29c971fa"] * u[102]
reaction_mw3b0c171c_6d60_41ca_8193_83cd5e6c188c = p["reaction_mw3b0c171c_6d60_41ca_8193_83cd5e6c188c_mw90b25c4b_ad1a_4ee5_ae20_c60451484516"] * u[102]
reaction_mwc38a99c8_74cf_49f2_a16b_f6610ca1a0a7 = p["reaction_mwc38a99c8_74cf_49f2_a16b_f6610ca1a0a7_mwa0806e7a_a90d_4187_9c37_6d9ea569a447"] * u[104] * u[100] - p["reaction_mwc38a99c8_74cf_49f2_a16b_f6610ca1a0a7_mw95cb9071_56e2_447d_b7c7_59ac96baa623"] * u[103]
reaction_mw45d92b79_0656_4795_87d0_7a465949ca43 = p["reaction_mw45d92b79_0656_4795_87d0_7a465949ca43_mwba545ecf_c7d4_4a6c_8c47_9e91f052d5a9"] * u[100] * u[101] - p["reaction_mw45d92b79_0656_4795_87d0_7a465949ca43_mw01c5ceef_57a1_4baa_b2cd_fd39e9588a10"] * u[105]
reaction_mwb71945c2_03a8_4fad_a995_e1caeee98525 = p["reaction_mwb71945c2_03a8_4fad_a995_e1caeee98525_mw7aba6db3_c7ec_4192_bb5e_0ac4b466c1a5"] * u[105]
reaction_mwd189238c_e8f9_40be_b4ea_18a42bba1b4f = p["reaction_mwd189238c_e8f9_40be_b4ea_18a42bba1b4f_mw31eb851a_c381_419d_b694_f158b7f5cfb6"] * u[104]
reaction_mwcb637bf1_7618_4d8a_ab5c_399145ecf1df = p["reaction_mwcb637bf1_7618_4d8a_ab5c_399145ecf1df_mwe09b67b9_0d2a_4b82_91ef_5284216beb94"] * u[91] * u[6] - p["reaction_mwcb637bf1_7618_4d8a_ab5c_399145ecf1df_mw77a6c207_ff8c_463c_9b4e_8a7d96652b79"] * u[106]
reaction_mw401dde7e_c0a1_4780_b6cc_8f98681c862e = p["reaction_mw401dde7e_c0a1_4780_b6cc_8f98681c862e_mw1df53838_48e5_4331_9084_3790409ad5ff"] * u[106] * u[60] - p["reaction_mw401dde7e_c0a1_4780_b6cc_8f98681c862e_mwe4573b2c_5f99_40d0_9f9e_c238caa5ccbe"] * u[107]
reaction_mw0dd5a91d_d76c_494e_9dd6_57f2836aaa19 = p["reaction_mw0dd5a91d_d76c_494e_9dd6_57f2836aaa19_mw8ed5885f_774e_48a0_9338_fe8cdd512023"] * u[107]
reaction_mwb205f533_4013_406b_8a4b_691ec3949555 = p["reaction_mwb205f533_4013_406b_8a4b_691ec3949555_mwa6ef5f75_f152_414d_811c_dd037d4b3ca1"] * u[65] * u[6] - p["reaction_mwb205f533_4013_406b_8a4b_691ec3949555_mwee51df1b_3f69_43f8_a1d5_5a8c5d0215f2"] * u[108]
reaction_mw602726ea_89ee_41b8_bda6_e2811bb42c1d = p["reaction_mw602726ea_89ee_41b8_bda6_e2811bb42c1d_mw2e0b4751_7227_4815_bf6f_fa5e2370b1d3"] * u[108] * u[60] - p["reaction_mw602726ea_89ee_41b8_bda6_e2811bb42c1d_mwa8eec8e9_74b9_4afc_b6db_1116fe48e858"] * u[109]
reaction_mwfab3a9ec_b094_44f0_bd59_12ac56ca1c99 = p["reaction_mwfab3a9ec_b094_44f0_bd59_12ac56ca1c99_mwc3426c7e_3452_4507_9189_4b83ab147bdd"] * u[109]
reaction_mw4fceada8_6eb0_4230_a083_b2ab094d2961 = p["reaction_mw4fceada8_6eb0_4230_a083_b2ab094d2961_mw9cafad09_6002_46e1_8336_bb91c3716d70"] * u[73]
# Species: id = mwe2fff28d_182c_4a1c_9882_f17774c0958a; name = EGF; affected by kineticLaw
du[1] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((-1.0 * reaction_mwa67e40c1_693d_4214_adc8_b2f2b71cef12))
# Species: id = mw93907b2d_53db_4080_9e3f_3eb304441ab9; name = EGFR; affected by kineticLaw
du[2] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((-1.0 * reaction_mwa67e40c1_693d_4214_adc8_b2f2b71cef12) + (1.0 * reaction_mw47dee769_daa0_4af4_978a_5ab17e504c2f))
# Species: id = mw7eacabf9_d68c_491a_aba2_ec0809a8ecc8; name = EGF-EGFR; affected by kineticLaw
du[3] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mwa67e40c1_693d_4214_adc8_b2f2b71cef12) + (-1.0 * reaction_mw877cd1e3_b48b_42e8_ab23_682dd893fd9d) + (-1.0 * reaction_mw877cd1e3_b48b_42e8_ab23_682dd893fd9d))
# Species: id = mwa8f2e7b2_0927_4ab4_a817_dddc43bb4fa3; name = EGF-EGFR2; affected by kineticLaw
du[4] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw877cd1e3_b48b_42e8_ab23_682dd893fd9d) + (-1.0 * reaction_mw413c6d45_ab23_4d3e_87b3_a8ed4629b923) + (1.0 * reaction_mw9544e67b_b6d0_4941_b7e0_ecd4f400a335) + (1.0 * reaction_mw7bb43f0a_c87e_41ff_8a43_cdf45c8f05e6) + (1.0 * reaction_mw4f89bf6c_8691_41a6_a1ac_13e6aa8c4b93) + (1.0 * reaction_mw642ac312_2ee7_4e66_8f3e_e2da2bb6412a))
# Species: id = mwbfcf6773_1915_432c_b1d2_1f246094cc74; name = pEGF-EGFR2; affected by kineticLaw
du[5] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw413c6d45_ab23_4d3e_87b3_a8ed4629b923) + (-1.0 * reaction_mwf61e086d_0345_4d4c_b91d_0b105e543d04) + (-1.0 * reaction_mw91f49311_efdc_47c6_b8b8_a619e042d644) + (1.0 * reaction_mw486c5261_3d03_4589_a1e9_978b62ad2dfe) + (-1.0 * reaction_mw0e459167_515b_4c4d_8b67_bf0a5b3e9d61) + (-1.0 * reaction_mwd0d92dd4_81b7_4385_bfd7_5de82e193ecd) + (-1.0 * reaction_mw0a51fbf0_409b_4b45_b4ac_0220af4c4e3c) + (1.0 * reaction_mwcf9f1b1d_e19a_4fa8_85ba_8f17e2cec730) + (1.0 * reaction_mw4685274a_2b55_429f_927f_3fd863592af6) + (-1.0 * reaction_mw85e457d1_73f8_4236_bb61_a128d300003f) + (-1.0 * reaction_mw77484632_4e33_468a_9937_24e9bfd0e17d) + (1.0 * reaction_mwd3a36af9_3ccc_4bb1_9867_3b9823ba4ac8) + (-1.0 * reaction_mwe8647e48_f4a9_40f4_9b32_f89ded572e01) + (1.0 * reaction_mw65b9e026_bc6c_4c94_8b37_8b9acdf50c8a) + (-1.0 * reaction_mw1c9d29fa_bff4_4d2f_9d5f_f1791e4882a3))
# Species: id = mw19122f7d_f92e_4dc0_922f_6b681db65b0b; name = cbl; affected by kineticLaw
du[6] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((-1.0 * reaction_mwbd8a133e_1b70_44e8_bef8_78b14141166b) + (1.0 * reaction_mw363a5271_1f51_4d5e_87a7_42ea25cb5657) + (-1.0 * reaction_mw6bee0112_92dc_4169_9109_2633772b3aa4) + (1.0 * reaction_mweb93165f_cf03_48f1_b035_59d79e324314) + (-1.0 * reaction_mw85e457d1_73f8_4236_bb61_a128d300003f) + (1.0 * reaction_mwc9b3b248_3290_452a_9b7c_8fdada3e6687) + (-1.0 * reaction_mwcb637bf1_7618_4d8a_ab5c_399145ecf1df) + (1.0 * reaction_mw0dd5a91d_d76c_494e_9dd6_57f2836aaa19) + (-1.0 * reaction_mwb205f533_4013_406b_8a4b_691ec3949555))
# Species: id = mw3c2e1b43_29ca_491a_93e9_c723a993d6fb; name = Shc; affected by kineticLaw
du[7] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((-1.0 * reaction_mwf61e086d_0345_4d4c_b91d_0b105e543d04) + (1.0 * reaction_mweda6a945_fb5d_4d99_9958_11b2b2840308) + (1.0 * reaction_mwd4bf58ea_70c9_43ea_a831_1fcde130ba28))
# Species: id = mw5198d3c2_879c_4f0d_b4f8_cd40efe0b1cf; name = pEGF-EGFR2-Shc; affected by kineticLaw
du[8] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mwf61e086d_0345_4d4c_b91d_0b105e543d04) + (-1.0 * reaction_mw974c39f5_b82e_44b3_abec_7a724f46c526))
# Species: id = mwe57c3282_5935_405c_8c0b_7fadb7a5de17; name = SHP; affected by kineticLaw
du[9] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((-1.0 * reaction_mw91f49311_efdc_47c6_b8b8_a619e042d644) + (1.0 * reaction_mw9544e67b_b6d0_4941_b7e0_ecd4f400a335) + (-1.0 * reaction_mw2cf8a809_63d8_4717_91fc_070516e6f3db) + (1.0 * reaction_mweda6a945_fb5d_4d99_9958_11b2b2840308) + (-1.0 * reaction_mw03998474_934b_4e4a_8c0c_ca359e402ac2) + (1.0 * reaction_mw7bb43f0a_c87e_41ff_8a43_cdf45c8f05e6) + (-1.0 * reaction_mwc52e0f9b_1e0c_46ca_8d18_f05ef4a080cb) + (1.0 * reaction_mw4f89bf6c_8691_41a6_a1ac_13e6aa8c4b93) + (-1.0 * reaction_mwc5aae1f8_52e4_4bcd_b044_3768f90b7b19) + (1.0 * reaction_mw642ac312_2ee7_4e66_8f3e_e2da2bb6412a))
# Species: id = mw954e8fcb_ac0a_459d_8878_f19080208a17; name = pEGF-EGFR2-SHP2; affected by kineticLaw
du[10] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw91f49311_efdc_47c6_b8b8_a619e042d644) + (-1.0 * reaction_mw9544e67b_b6d0_4941_b7e0_ecd4f400a335))
# Species: id = mwa98802cb_c977_4fe0_9e67_5000904c2c36; name = pEGF-EGFR2-pShc; affected by kineticLaw
du[11] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw974c39f5_b82e_44b3_abec_7a724f46c526) + (-1.0 * reaction_mw486c5261_3d03_4589_a1e9_978b62ad2dfe) + (-1.0 * reaction_mw4817365e_a33b_451f_bee1_de748377ede2) + (-1.0 * reaction_mw23a29b42_9813_4e46_b8ae_966e3215e6dc))
# Species: id = mwa0349407_8187_48fc_9e94_5698ccc4e06d; name = pShc; affected by kineticLaw
du[12] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw486c5261_3d03_4589_a1e9_978b62ad2dfe) + (-1.0 * reaction_mw2cf8a809_63d8_4717_91fc_070516e6f3db) + (-1.0 * reaction_mwd4bf58ea_70c9_43ea_a831_1fcde130ba28) + (1.0 * reaction_mw7bb43f0a_c87e_41ff_8a43_cdf45c8f05e6) + (1.0 * reaction_mwcf9f1b1d_e19a_4fa8_85ba_8f17e2cec730) + (1.0 * reaction_mw363a5271_1f51_4d5e_87a7_42ea25cb5657))
# Species: id = mwf9999977_6f0e_4e35_9b73_75587f3448e9; name = pShc-SHP2; affected by kineticLaw
du[13] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw2cf8a809_63d8_4717_91fc_070516e6f3db) + (-1.0 * reaction_mweda6a945_fb5d_4d99_9958_11b2b2840308))
# Species: id = mwf430a579_ecbf_48ba_80c2_06e455808f2a; name = Grb2; affected by kineticLaw
du[14] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((-1.0 * reaction_mw4817365e_a33b_451f_bee1_de748377ede2) + (1.0 * reaction_mw7bb43f0a_c87e_41ff_8a43_cdf45c8f05e6) + (-1.0 * reaction_mwc5f121dc_d27d_4c3d_90f2_67d0adaf144a) + (-1.0 * reaction_mw0e459167_515b_4c4d_8b67_bf0a5b3e9d61) + (1.0 * reaction_mw4f89bf6c_8691_41a6_a1ac_13e6aa8c4b93) + (1.0 * reaction_mwcf9f1b1d_e19a_4fa8_85ba_8f17e2cec730) + (1.0 * reaction_mw4685274a_2b55_429f_927f_3fd863592af6))
# Species: id = mw504578d8_96c3_471f_8a7e_8c14e7535d3d; name = pEGF-EGFR2-pShc-Grb2; affected by kineticLaw
du[15] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw4817365e_a33b_451f_bee1_de748377ede2) + (-1.0 * reaction_mw03998474_934b_4e4a_8c0c_ca359e402ac2) + (-1.0 * reaction_mwd9262331_e35a_4614_943a_89bcf8a492e3))
# Species: id = mw45ab688a_6467_4a3e_a779_2118fa84d69e; name = pEGF-EGFR2-pShc-Grb2-SHP2; affected by kineticLaw
du[16] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw03998474_934b_4e4a_8c0c_ca359e402ac2) + (-1.0 * reaction_mw7bb43f0a_c87e_41ff_8a43_cdf45c8f05e6))
# Species: id = mw9dcaa655_a755_426e_a3fa_1ad7c3c45575; name = SOS; affected by kineticLaw
du[17] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((-1.0 * reaction_mwd9262331_e35a_4614_943a_89bcf8a492e3) + (-1.0 * reaction_mwc5f121dc_d27d_4c3d_90f2_67d0adaf144a) + (-1.0 * reaction_mw35f71989_f89b_4440_b1a4_ebc7b4cc18b2) + (1.0 * reaction_mw8e331e43_16b4_478d_880b_d5a3244540e4))
# Species: id = mwfbda4e09_0cbb_49bc_ae69_f88b7a79ed21; name = pEGF-EGFR2-pShc-Grb2-SOS; affected by kineticLaw
du[18] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mwd9262331_e35a_4614_943a_89bcf8a492e3) + (1.0 * reaction_mw23a29b42_9813_4e46_b8ae_966e3215e6dc) + (-1.0 * reaction_mwbb77e3d6_6065_4344_9361_e30c03514f4e) + (1.0 * reaction_mw0bcfad86_59b9_42ff_bcb7_fbb44845049d) + (-1.0 * reaction_mw8dec1159_1925_45d9_af25_3cb709a5017c) + (-1.0 * reaction_mwbd8a133e_1b70_44e8_bef8_78b14141166b))
# Species: id = mwb1bc2058_e6d8_4680_9e6c_d27bb366cde0; name = pEGF-EGFR2-pShc-Grb2-SOS-cbl; affected by kineticLaw
du[19] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mwbd8a133e_1b70_44e8_bef8_78b14141166b) + (-1.0 * reaction_mw3a87ca5a_845d_4ac4_8806_e343cbbfc630))
# Species: id = mw1093b3af_1864_4ba3_a541_6009a9921282; name = Grb2-SOS; affected by kineticLaw
du[20] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mwc5f121dc_d27d_4c3d_90f2_67d0adaf144a) + (-1.0 * reaction_mw23a29b42_9813_4e46_b8ae_966e3215e6dc) + (-1.0 * reaction_mwd0d92dd4_81b7_4385_bfd7_5de82e193ecd) + (1.0 * reaction_mw363a5271_1f51_4d5e_87a7_42ea25cb5657) + (1.0 * reaction_mweb93165f_cf03_48f1_b035_59d79e324314))
# Species: id = mwd9462e5b_a272_4b66_ab66_fde9266b1a43; name = pEGF-EGFR2-Grb2; affected by kineticLaw
du[21] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw0e459167_515b_4c4d_8b67_bf0a5b3e9d61) + (-1.0 * reaction_mwc52e0f9b_1e0c_46ca_8d18_f05ef4a080cb) + (-1.0 * reaction_mw35f71989_f89b_4440_b1a4_ebc7b4cc18b2))
# Species: id = mw925b938a_fe73_4664_ba6f_e72e57780891; name = pEGF-EGFR2-Grb2-SHP2; affected by kineticLaw
du[22] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mwc52e0f9b_1e0c_46ca_8d18_f05ef4a080cb) + (-1.0 * reaction_mw4f89bf6c_8691_41a6_a1ac_13e6aa8c4b93))
# Species: id = mwf8cc7834_bf4f_4ccd_8235_d0890badf0f6; name = pEGF-EGFR2-Grb2-SOS; affected by kineticLaw
du[23] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw35f71989_f89b_4440_b1a4_ebc7b4cc18b2) + (1.0 * reaction_mwd0d92dd4_81b7_4385_bfd7_5de82e193ecd) + (1.0 * reaction_mwe9b50ac7_dac3_4eba_b1db_b3fd392d8fb7) + (-1.0 * reaction_mw934c3638_603e_4ff0_a763_68f9405fa01f) + (-1.0 * reaction_mwa5c135b4_77e2_4411_98e1_2000c39d4b30) + (-1.0 * reaction_mw6bee0112_92dc_4169_9109_2633772b3aa4))
# Species: id = mw481cd12b_61ba_44e5_93bf_8b88c6c4a4e7; name = pEGF-EGFR2-Grb2-SOS-cbl; affected by kineticLaw
du[24] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw6bee0112_92dc_4169_9109_2633772b3aa4) + (-1.0 * reaction_mwbac9e6ff_2df1_45eb_b3f4_4cae74c64014))
# Species: id = mw8f5a7b5c_ca4c_4a4c_85b1_e5d640c426bf; name = Ras-GDP; affected by kineticLaw
du[25] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((-1.0 * reaction_mwbb77e3d6_6065_4344_9361_e30c03514f4e) + (1.0 * reaction_mw921ee820_1dbb_4b5f_866c_87da620d8f89) + (-1.0 * reaction_mw934c3638_603e_4ff0_a763_68f9405fa01f) + (1.0 * reaction_mwf31259aa_32b7_4104_be70_045297b9a512) + (1.0 * reaction_mw652570eb_c9d3_499b_b877_61d360b10980))
# Species: id = mwf40d6176_abfc_4a30_886f_83a19fcffc48; name = pEGF-EGFR2-pShc-Grb2-SOS-Ras-GDP; affected by kineticLaw
du[26] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mwbb77e3d6_6065_4344_9361_e30c03514f4e) + (-1.0 * reaction_mw0bcfad86_59b9_42ff_bcb7_fbb44845049d))
# Species: id = mwa54a9c38_c98b_45e5_8432_4119fb777e44; name = Ras-GTP; affected by kineticLaw
du[27] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((-1.0 * reaction_mw921ee820_1dbb_4b5f_866c_87da620d8f89) + (1.0 * reaction_mw0bcfad86_59b9_42ff_bcb7_fbb44845049d) + (1.0 * reaction_mwe9b50ac7_dac3_4eba_b1db_b3fd392d8fb7) + (-1.0 * reaction_mw3c617363_649b_4460_a694_36f7a3127a62) + (-1.0 * reaction_mw33baddbd_a23f_45bb_b126_0ba60bbf6c53) + (-1.0 * reaction_mw584a64d0_560a_4297_9882_80cb4eff73f3) + (1.0 * reaction_mw42c97708_4f85_45a8_9141_d0ae529409ca))
# Species: id = mw28464aad_8013_4a23_ae09_a406954859a6; name = pEGF-EGFR2-Grb2-SOS-Ras-GDP; affected by kineticLaw
du[28] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((-1.0 * reaction_mwe9b50ac7_dac3_4eba_b1db_b3fd392d8fb7) + (1.0 * reaction_mw934c3638_603e_4ff0_a763_68f9405fa01f))
# Species: id = mw7cff9a0e_094d_498e_bf7f_7b162c61d63a; name = Ras-GAP; affected by kineticLaw
du[29] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((-1.0 * reaction_mw3c617363_649b_4460_a694_36f7a3127a62) + (1.0 * reaction_mwf31259aa_32b7_4104_be70_045297b9a512) + (-1.0 * reaction_mw0a51fbf0_409b_4b45_b4ac_0220af4c4e3c) + (1.0 * reaction_mw642ac312_2ee7_4e66_8f3e_e2da2bb6412a))
# Species: id = mwdf82303e_323f_4c51_a858_56a59233cd98; name = Ras-GTP-Ras-GAP; affected by kineticLaw
du[30] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw3c617363_649b_4460_a694_36f7a3127a62) + (-1.0 * reaction_mwf31259aa_32b7_4104_be70_045297b9a512))
# Species: id = mwd39388fd_4f85_4d1c_b2a3_37857c595a2d; name = pEGF-EGFR2-Ras-GAP; affected by kineticLaw
du[31] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw0a51fbf0_409b_4b45_b4ac_0220af4c4e3c) + (-1.0 * reaction_mw33baddbd_a23f_45bb_b126_0ba60bbf6c53) + (1.0 * reaction_mw652570eb_c9d3_499b_b877_61d360b10980) + (-1.0 * reaction_mwc5aae1f8_52e4_4bcd_b044_3768f90b7b19))
# Species: id = mwd7bf31ba_b05c_4c45_bb2f_6a2468a2a507; name = pEGF-EGFR2-Ras-GAP-Ras-GTP; affected by kineticLaw
du[32] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw33baddbd_a23f_45bb_b126_0ba60bbf6c53) + (-1.0 * reaction_mw652570eb_c9d3_499b_b877_61d360b10980))
# Species: id = mwbf5cb039_b830_4282_aa22_a3dda6272ec1; name = pEGF-EGFR2-Ras-GAP-SHP2; affected by kineticLaw
du[33] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mwc5aae1f8_52e4_4bcd_b044_3768f90b7b19) + (-1.0 * reaction_mw642ac312_2ee7_4e66_8f3e_e2da2bb6412a))
# Species: id = mw66ac98c4_7e7b_4071_954d_43eb17584220; name = Raf1; affected by kineticLaw
du[34] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((-1.0 * reaction_mw584a64d0_560a_4297_9882_80cb4eff73f3) + (1.0 * reaction_mw87711dc1_43d7_40fc_b9e9_a24e2f92419d))
# Species: id = mw83de7813_4941_45a6_a320_a551165bf22a; name = Raf1-Ras-GTP; affected by kineticLaw
du[35] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw584a64d0_560a_4297_9882_80cb4eff73f3) + (-1.0 * reaction_mw42c97708_4f85_45a8_9141_d0ae529409ca))
# Species: id = mwaff92910_ed3d_40b9_a29c_e4866167e828; name = Raf1active; affected by kineticLaw
du[36] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw42c97708_4f85_45a8_9141_d0ae529409ca) + (-1.0 * reaction_mwaa65a34e_fabf_4d6d_ae0b_f1d08b068f33) + (1.0 * reaction_mw1bd186cf_4762_480a_b70d_d7a775462398) + (-1.0 * reaction_mwf5573ddf_ad7f_478a_a784_557a9cddaaf2) + (1.0 * reaction_mwb49058ff_2997_4187_abe7_4dce4ccf6ff4) + (-1.0 * reaction_mw9c208e18_c70d_4231_af0b_ad17cd0bba2d) + (-1.0 * reaction_mw950485f2_4463_4309_a4e4_cc81d16ffb7f) + (1.0 * reaction_mw62f71309_e066_47d2_9b99_01f78a51c218))
# Species: id = mw0834731b_0477_4217_a53b_30cef851191b; name = MEK; affected by kineticLaw
du[37] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((-1.0 * reaction_mwaa65a34e_fabf_4d6d_ae0b_f1d08b068f33) + (1.0 * reaction_mwa4b69c77_6226_46da_b78c_3e6027d0be41))
# Species: id = mw4628f984_eb87_4922_9760_4975095ce6eb; name = Raf1active-MEK; affected by kineticLaw
du[38] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mwaa65a34e_fabf_4d6d_ae0b_f1d08b068f33) + (-1.0 * reaction_mw1bd186cf_4762_480a_b70d_d7a775462398))
# Species: id = mw9b25f809_18a1_4c14_8f4b_cf18e6d93c28; name = pMEK; affected by kineticLaw
du[39] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw1bd186cf_4762_480a_b70d_d7a775462398) + (-1.0 * reaction_mwf5573ddf_ad7f_478a_a784_557a9cddaaf2) + (1.0 * reaction_mw40950d59_1012_4361_8418_73e25758e367) + (-1.0 * reaction_mwbfa79c95_487d_4c6f_b437_9e579451a419))
# Species: id = mw12ba4000_d452_420c_be63_96d2848aca32; name = Raf1active-pMEK; affected by kineticLaw
du[40] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mwf5573ddf_ad7f_478a_a784_557a9cddaaf2) + (-1.0 * reaction_mwb49058ff_2997_4187_abe7_4dce4ccf6ff4))
# Species: id = mwf816df4c_4593_4d23_990f_0d7c15ddde5d; name = ppMEK; affected by kineticLaw
du[41] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mwb49058ff_2997_4187_abe7_4dce4ccf6ff4) + (-1.0 * reaction_mw8301b154_9463_4516_b4c5_c8f8b68691fe) + (1.0 * reaction_mwf95f743d_6108_49fe_8ffd_bdcc1a9f9a8d) + (-1.0 * reaction_mw51d9d6b8_f0c0_4763_9d11_9be61b5cf5c9) + (1.0 * reaction_mw6fd24d16_f57d_46c6_82f5_3f00759fa16b) + (-1.0 * reaction_mw4b445876_bdce_42d0_867b_fd3c74128a6b))
# Species: id = mw7e23b961_186b_47a0_a8b5_5e9957766792; name = ERK; affected by kineticLaw
du[42] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((-1.0 * reaction_mw8301b154_9463_4516_b4c5_c8f8b68691fe) + (1.0 * reaction_mwcc31b497_6c50_446c_bbc2_6c5739507252))
# Species: id = mwcedf8ecd_67bd_4b91_aa04_d58782dec2a4; name = ppMEK-ERK; affected by kineticLaw
du[43] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw8301b154_9463_4516_b4c5_c8f8b68691fe) + (-1.0 * reaction_mwf95f743d_6108_49fe_8ffd_bdcc1a9f9a8d))
# Species: id = mwcc894c94_0ddf_42cc_913e_cdcc4d471d94; name = pERK; affected by kineticLaw
du[44] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mwf95f743d_6108_49fe_8ffd_bdcc1a9f9a8d) + (-1.0 * reaction_mw51d9d6b8_f0c0_4763_9d11_9be61b5cf5c9) + (1.0 * reaction_mw61305f93_7b2d_4a2d_8d16_f7be026d8671) + (-1.0 * reaction_mw1d8c2435_bb85_4352_a25f_82033250579e))
# Species: id = mw6cb74b27_ffef_49bb_8ffb_622d552caa9e; name = ppMEK-pERK; affected by kineticLaw
du[45] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw51d9d6b8_f0c0_4763_9d11_9be61b5cf5c9) + (-1.0 * reaction_mw6fd24d16_f57d_46c6_82f5_3f00759fa16b))
# Species: id = mwd784228d_0cb5_468a_ac70_02d8f04b3d9c; name = ppERK; affected by kineticLaw
du[46] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw6fd24d16_f57d_46c6_82f5_3f00759fa16b) + (-1.0 * reaction_mwf8bb22e2_5aa3_4c25_a022_a266b1856a48) + (-1.0 * reaction_mw8dec1159_1925_45d9_af25_3cb709a5017c) + (1.0 * reaction_mwcf9f1b1d_e19a_4fa8_85ba_8f17e2cec730) + (-1.0 * reaction_mwa5c135b4_77e2_4411_98e1_2000c39d4b30) + (1.0 * reaction_mw4685274a_2b55_429f_927f_3fd863592af6))
# Species: id = mwbaaeb210_4806_4076_9d60_219f4ed945b6; name = Pase; affected by kineticLaw
du[47] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((-1.0 * reaction_mw9c208e18_c70d_4231_af0b_ad17cd0bba2d) + (1.0 * reaction_mw87711dc1_43d7_40fc_b9e9_a24e2f92419d))
# Species: id = mw19a33ad5_5ba4_46c7_84eb_c1287f02bcd5; name = Raf1active-Pase; affected by kineticLaw
du[48] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw9c208e18_c70d_4231_af0b_ad17cd0bba2d) + (-1.0 * reaction_mw87711dc1_43d7_40fc_b9e9_a24e2f92419d))
# Species: id = mwf9e2a044_7774_400b_a74e_a111b4a21f30; name = Pase2; affected by kineticLaw
du[49] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((-1.0 * reaction_mw4b445876_bdce_42d0_867b_fd3c74128a6b) + (1.0 * reaction_mw40950d59_1012_4361_8418_73e25758e367) + (-1.0 * reaction_mwbfa79c95_487d_4c6f_b437_9e579451a419) + (1.0 * reaction_mwa4b69c77_6226_46da_b78c_3e6027d0be41))
# Species: id = mwcb572fe2_c3ac_40e7_8141_da7d55fce18a; name = ppMEK-Pase2; affected by kineticLaw
du[50] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw4b445876_bdce_42d0_867b_fd3c74128a6b) + (-1.0 * reaction_mw40950d59_1012_4361_8418_73e25758e367))
# Species: id = mwa0acc0ac_5fac_4a42_a3be_e36db44994b0; name = pMEK-Pase2; affected by kineticLaw
du[51] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mwbfa79c95_487d_4c6f_b437_9e579451a419) + (-1.0 * reaction_mwa4b69c77_6226_46da_b78c_3e6027d0be41))
# Species: id = mwd087f76b_65dc_47f1_ba21_c43774457686; name = Pase3; affected by kineticLaw
du[52] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((-1.0 * reaction_mwf8bb22e2_5aa3_4c25_a022_a266b1856a48) + (1.0 * reaction_mw61305f93_7b2d_4a2d_8d16_f7be026d8671) + (1.0 * reaction_mwcc31b497_6c50_446c_bbc2_6c5739507252) + (-1.0 * reaction_mw1d8c2435_bb85_4352_a25f_82033250579e))
# Species: id = mw35f5adaa_d1c0_433c_817d_76e317f4cb15; name = pERK-Pase3; affected by kineticLaw
du[53] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((-1.0 * reaction_mwcc31b497_6c50_446c_bbc2_6c5739507252) + (1.0 * reaction_mw1d8c2435_bb85_4352_a25f_82033250579e))
# Species: id = mwa7e3103a_6394_472c_b0f4_8ed527f68604; name = ppERK-Pase3; affected by kineticLaw
du[54] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mwf8bb22e2_5aa3_4c25_a022_a266b1856a48) + (-1.0 * reaction_mw61305f93_7b2d_4a2d_8d16_f7be026d8671))
# Species: id = mw5babe3d5_a9af_4dfd_ac01_35474ef64af2; name = ppERK-pEGF-EGFR2-pShc-Grb2-SOS; affected by kineticLaw
du[55] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw8dec1159_1925_45d9_af25_3cb709a5017c) + (-1.0 * reaction_mwcf9f1b1d_e19a_4fa8_85ba_8f17e2cec730))
# Species: id = mw31ac308f_da36_4f73_830f_67f3e5b945d9; name = pSOS; affected by kineticLaw
du[56] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mwcf9f1b1d_e19a_4fa8_85ba_8f17e2cec730) + (1.0 * reaction_mw4685274a_2b55_429f_927f_3fd863592af6) + (-1.0 * reaction_mw8e331e43_16b4_478d_880b_d5a3244540e4))
# Species: id = mw31261227_9cd6_4059_a0bb_04dbf4888080; name = ppERK-pEGF-EGFR2-Grb2-SOS; affected by kineticLaw
du[57] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mwa5c135b4_77e2_4411_98e1_2000c39d4b30) + (-1.0 * reaction_mw4685274a_2b55_429f_927f_3fd863592af6))
# Species: id = mw0a0ca6ba_cb28_44c7_a0c0_1593cb720966; name = ProEGFR; affected by kineticLaw
du[58] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((-1.0 * reaction_mw47dee769_daa0_4af4_978a_5ab17e504c2f))
# Species: id = mw06b8aada_c92a_48eb_8ee7_af3778cfe62f; name = pEGF-EGFR2-pShc-Grb2-SOS-cbl-EPn; affected by kineticLaw
du[59] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw3a87ca5a_845d_4ac4_8806_e343cbbfc630) + (-1.0 * reaction_mw363a5271_1f51_4d5e_87a7_42ea25cb5657))
# Species: id = mwb2366216_0b3c_4f28_8303_fec92c68dd57; name = EPn; affected by kineticLaw
du[60] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((-1.0 * reaction_mw3a87ca5a_845d_4ac4_8806_e343cbbfc630) + (1.0 * reaction_mw363a5271_1f51_4d5e_87a7_42ea25cb5657) + (-1.0 * reaction_mwbac9e6ff_2df1_45eb_b3f4_4cae74c64014) + (1.0 * reaction_mweb93165f_cf03_48f1_b035_59d79e324314) + (-1.0 * reaction_mw6b159c8f_eee0_4337_b711_2e230c9e2cf6) + (1.0 * reaction_mwc9b3b248_3290_452a_9b7c_8fdada3e6687) + (-1.0 * reaction_mw401dde7e_c0a1_4780_b6cc_8f98681c862e) + (1.0 * reaction_mw0dd5a91d_d76c_494e_9dd6_57f2836aaa19) + (-1.0 * reaction_mw602726ea_89ee_41b8_bda6_e2811bb42c1d) + (1.0 * reaction_mwfab3a9ec_b094_44f0_bd59_12ac56ca1c99))
# Species: id = mw1d5948e7_5504_4224_9d71_227911b4f1ee; name = pEGF-EGFR2-Grb2-SOS-cbl-EPn; affected by kineticLaw
du[61] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mwbac9e6ff_2df1_45eb_b3f4_4cae74c64014) + (-1.0 * reaction_mweb93165f_cf03_48f1_b035_59d79e324314))
# Species: id = mwec1b368b_8f73_47eb_9636_9956389836eb; name = pEGF-EGFR2-cbl; affected by kineticLaw
du[62] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw85e457d1_73f8_4236_bb61_a128d300003f) + (-1.0 * reaction_mw6b159c8f_eee0_4337_b711_2e230c9e2cf6))
# Species: id = mwa455ec7e_1a12_4659_95a2_a5695d09ca60; name = pEGF-EGFR2-cbl-EPn; affected by kineticLaw
du[63] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw6b159c8f_eee0_4337_b711_2e230c9e2cf6) + (-1.0 * reaction_mwc9b3b248_3290_452a_9b7c_8fdada3e6687))
# Species: id = mw2ba1db9a_4483_44fa_a3a2_b4a5ea66898c; name = PI3K; affected by kineticLaw
du[64] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((-1.0 * reaction_mw77484632_4e33_468a_9937_24e9bfd0e17d) + (1.0 * reaction_mwd15926b3_069a_4b16_a6fc_c0c15083d621) + (1.0 * reaction_mwfab3a9ec_b094_44f0_bd59_12ac56ca1c99))
# Species: id = mw0dc4e5eb_4366_4799_bebc_cfcffe5c06f5; name = pEGF-EGFR2-PI3K; affected by kineticLaw
du[65] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw77484632_4e33_468a_9937_24e9bfd0e17d) + (-1.0 * reaction_mw2c5858f3_0988_49b0_a94a_057853b84e91) + (-1.0 * reaction_mwd3a36af9_3ccc_4bb1_9867_3b9823ba4ac8) + (-1.0 * reaction_mwb205f533_4013_406b_8a4b_691ec3949555))
# Species: id = mw1e591998_65c0_484e_8a3b_537a38d94de1; name = pEGF-EGFR2-pPI3K; affected by kineticLaw
du[66] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw2c5858f3_0988_49b0_a94a_057853b84e91))
# Species: id = mw78e207c4_4faf_4b48_8e22_1ee666e9cc4c; name = pPI3K; affected by kineticLaw
du[67] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mwd3a36af9_3ccc_4bb1_9867_3b9823ba4ac8) + (-1.0 * reaction_mw9f000f29_2512_4d4a_9dd9_e59aaf296d31) + (-1.0 * reaction_mw3a5e0932_d50f_4fe6_b8cb_0ad649f305b0) + (1.0 * reaction_mw5dcc8719_3180_4bd0_8797_08e256131961))
# Species: id = mwfc4a9c3d_3ebb_4033_8b7d_f4d7613d2078; name = TP4; affected by kineticLaw
du[68] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((-1.0 * reaction_mw9f000f29_2512_4d4a_9dd9_e59aaf296d31) + (1.0 * reaction_mwd15926b3_069a_4b16_a6fc_c0c15083d621))
# Species: id = mwbd6bb050_89bd_41df_8cea_d2e1fb77bafe; name = TP4-pPI3K; affected by kineticLaw
du[69] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw9f000f29_2512_4d4a_9dd9_e59aaf296d31) + (-1.0 * reaction_mw837b5ad7_4a8c_4c55_94ff_0fdd63048044))
# Species: id = mw7033dfd6_53c5_433b_a132_f8cb34dea20f; name = TP4-PI3K; affected by kineticLaw
du[70] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw837b5ad7_4a8c_4c55_94ff_0fdd63048044) + (-1.0 * reaction_mwd15926b3_069a_4b16_a6fc_c0c15083d621))
# Species: id = mwb561d9f3_a9ed_4bdb_8d40_87be5cc3237a; name = PIP2; affected by kineticLaw
du[71] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((-1.0 * reaction_mw3a5e0932_d50f_4fe6_b8cb_0ad649f305b0) + (1.0 * reaction_mw4fceada8_6eb0_4230_a083_b2ab094d2961))
# Species: id = mw014cc419_b720_4b90_9192_2ec6e706c87d; name = pPI3K-PIP2; affected by kineticLaw
du[72] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw3a5e0932_d50f_4fe6_b8cb_0ad649f305b0) + (-1.0 * reaction_mw5dcc8719_3180_4bd0_8797_08e256131961))
# Species: id = mwd7f41594_8377_4e2e_9528_45d5a82ffdb4; name = PIP3; affected by kineticLaw
du[73] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw5dcc8719_3180_4bd0_8797_08e256131961) + (-1.0 * reaction_mw376b0685_ef73_4fcc_94af_2ada24cf8a8b) + (1.0 * reaction_mw12311a84_3f8d_40c6_8b14_961a8a58d1b6) + (-1.0 * reaction_mw4fceada8_6eb0_4230_a083_b2ab094d2961))
# Species: id = mwcef73e0e_d195_4077_ae71_723664ee1602; name = Akt; affected by kineticLaw
du[74] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((-1.0 * reaction_mw376b0685_ef73_4fcc_94af_2ada24cf8a8b) + (1.0 * reaction_mw2698f402_d00b_451e_8b22_93a322fe9a92))
# Species: id = mw62bf5275_ce02_4e86_b3b6_3f87a335e1de; name = Aktm; affected by kineticLaw
du[75] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw376b0685_ef73_4fcc_94af_2ada24cf8a8b) + (-1.0 * reaction_mwcc7cfa9c_4945_403a_938e_b237c371a5ef) + (1.0 * reaction_mw362ca1b3_224a_42fb_a14b_6ff467748a5e))
# Species: id = mw6e01967b_3e2a_433d_bec6_9f9cf3ba243c; name = PDK1; affected by kineticLaw
du[76] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((-1.0 * reaction_mwcc7cfa9c_4945_403a_938e_b237c371a5ef) + (1.0 * reaction_mw31369230_1f14_45bd_be02_a44a275c6e31))
# Species: id = mw6353aa36_d4a4_4254_8a1f_1f7f571d4233; name = Aktm-PDK1; affected by kineticLaw
du[77] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mwcc7cfa9c_4945_403a_938e_b237c371a5ef) + (-1.0 * reaction_mw98da32e0_b061_40c5_9d32_40744134f3fa) + (1.0 * reaction_mw4a334f7d_9bce_4690_b623_a427ed66a174))
# Species: id = mwc1935afc_56b1_4a87_923c_ae6d82455d80; name = pAktm-PDK1; affected by kineticLaw
du[78] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw98da32e0_b061_40c5_9d32_40744134f3fa) + (-1.0 * reaction_mw31369230_1f14_45bd_be02_a44a275c6e31) + (-1.0 * reaction_mw3994e898_7232_4b70_9c58_b3476e8655f5))
# Species: id = mw3d81860d_d786_4fcc_b8bb_64f1a2d7739d; name = pAktm; affected by kineticLaw
du[79] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw31369230_1f14_45bd_be02_a44a275c6e31) + (-1.0 * reaction_mw12311a84_3f8d_40c6_8b14_961a8a58d1b6) + (-1.0 * reaction_mwc5e0c166_6a3a_4913_9ed1_dafe97bdb371))
# Species: id = mw16796ffe_4764_4a9f_942e_149f42c1cd28; name = pAkt; affected by kineticLaw
du[80] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw12311a84_3f8d_40c6_8b14_961a8a58d1b6) + (-1.0 * reaction_mw028e8b3e_b531_4466_9c3a_e3fcf7fc9be9))
# Species: id = mwa6e82fc9_a0ce_461c_93c8_17f3c807c1a1; name = pAkt-Takt; affected by kineticLaw
du[81] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((-1.0 * reaction_mwf3d393e9_ae09_4eab_a39a_ed0eef0f54bc) + (1.0 * reaction_mw028e8b3e_b531_4466_9c3a_e3fcf7fc9be9))
# Species: id = mw236a3250_4c96_4f6e_b94c_ab3d12852801; name = Akt-Takt; affected by kineticLaw
du[82] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mwf3d393e9_ae09_4eab_a39a_ed0eef0f54bc) + (-1.0 * reaction_mw2698f402_d00b_451e_8b22_93a322fe9a92))
# Species: id = mw11a8b702_b8ac_4513_b4aa_063e51089812; name = Takt; affected by kineticLaw
du[83] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw2698f402_d00b_451e_8b22_93a322fe9a92) + (-1.0 * reaction_mw028e8b3e_b531_4466_9c3a_e3fcf7fc9be9) + (-1.0 * reaction_mwc5e0c166_6a3a_4913_9ed1_dafe97bdb371) + (1.0 * reaction_mw362ca1b3_224a_42fb_a14b_6ff467748a5e) + (-1.0 * reaction_mw3994e898_7232_4b70_9c58_b3476e8655f5) + (1.0 * reaction_mw4a334f7d_9bce_4690_b623_a427ed66a174))
# Species: id = mw1a0cb97a_b657_430b_963c_92217f643081; name = pAktm-Takt; affected by kineticLaw
du[84] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mwc5e0c166_6a3a_4913_9ed1_dafe97bdb371) + (-1.0 * reaction_mw94b3bae0_4da9_4358_a5ac_a46a5cbf621b))
# Species: id = mw9b937ca3_0d82_46d5_8f5a_0f9701002797; name = Aktm-Takt; affected by kineticLaw
du[85] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw94b3bae0_4da9_4358_a5ac_a46a5cbf621b) + (-1.0 * reaction_mw362ca1b3_224a_42fb_a14b_6ff467748a5e))
# Species: id = mw57a44eb0_ace7_4294_905a_219e87d3c281; name = pAktm-PDK1-Takt; affected by kineticLaw
du[86] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw3994e898_7232_4b70_9c58_b3476e8655f5) + (-1.0 * reaction_mw75acd2d1_3fdf_4c3f_8d99_6d62f825d5e2))
# Species: id = mwd746a5d5_5e65_4a4c_9f84_0e4a3cb7d2fc; name = Aktm-PDK1-Takt; affected by kineticLaw
du[87] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw75acd2d1_3fdf_4c3f_8d99_6d62f825d5e2) + (-1.0 * reaction_mw4a334f7d_9bce_4690_b623_a427ed66a174))
# Species: id = mwa6994523_5d45_4000_af0c_3e94073bf183, name = pAkt_total, defined in a rule du[88] = u[88]
# Species: id = mwdf92bdc0_f426_45b0_9ad0_876521f41312; name = pRaf1active; affected by kineticLaw
du[89] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw950485f2_4463_4309_a4e4_cc81d16ffb7f) + (-1.0 * reaction_mw62f71309_e066_47d2_9b99_01f78a51c218))
# Species: id = mw13abe2a6_9905_40e5_8c23_3fc8834b572a; name = STAT3c; affected by kineticLaw
du[90] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((-1.0 * reaction_mwe8647e48_f4a9_40f4_9b32_f89ded572e01) + (1.0 * reaction_mwe9988e4a_083c_4f8e_b154_3e599c9307b0) + (-1.0 * reaction_mw177fa7b0_f0be_4c3e_8b47_2ac4e13159a2) + (1.0 * reaction_mwd189238c_e8f9_40be_b4ea_18a42bba1b4f) + (1.0 * reaction_mw0dd5a91d_d76c_494e_9dd6_57f2836aaa19))
# Species: id = mw2fd710a6_7fe2_4484_bca6_59c187bade8b; name = pEGF-EGFR2-STAT3c; affected by kineticLaw
du[91] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mwe8647e48_f4a9_40f4_9b32_f89ded572e01) + (-1.0 * reaction_mw65b9e026_bc6c_4c94_8b37_8b9acdf50c8a) + (-1.0 * reaction_mwcb637bf1_7618_4d8a_ab5c_399145ecf1df))
# Species: id = mwb6a9aa2c_62e7_410f_9c33_dbe36dfcc4af; name = pSTAT3c; affected by kineticLaw
du[92] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw65b9e026_bc6c_4c94_8b37_8b9acdf50c8a) + (-1.0 * reaction_mw1c9d29fa_bff4_4d2f_9d5f_f1791e4882a3) + (-1.0 * reaction_mwad97bd5a_3dae_49d9_990b_2e6574740618) + (-1.0 * reaction_mwf8bacf1a_6c1a_49b6_b344_2d3bd404a735) + (-1.0 * reaction_mwf8bacf1a_6c1a_49b6_b344_2d3bd404a735) + (-1.0 * reaction_mw177fa7b0_f0be_4c3e_8b47_2ac4e13159a2))
# Species: id = mw341082a0_8017_4cc7_9d00_b1211a196072; name = pEGF-EGFR2-pSTAT3c; affected by kineticLaw
du[93] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw1c9d29fa_bff4_4d2f_9d5f_f1791e4882a3))
# Species: id = mwcea1f1c1_2f85_4af1_98ea_ef14cf580c09; name = PP1; affected by kineticLaw
du[94] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((-1.0 * reaction_mwad97bd5a_3dae_49d9_990b_2e6574740618) + (1.0 * reaction_mwe9988e4a_083c_4f8e_b154_3e599c9307b0) + (-1.0 * reaction_mwc9b945cf_3a14_4bd9_b253_7064498c75e2) + (1.0 * reaction_mw75c6078f_fb76_4ca9_9fdd_e221e3ba57ad))
# Species: id = mwdc34472c_a6f9_4002_951d_e0e8da64eb42; name = pSTAT3c-PP1; affected by kineticLaw
du[95] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mwad97bd5a_3dae_49d9_990b_2e6574740618) + (-1.0 * reaction_mwe9988e4a_083c_4f8e_b154_3e599c9307b0))
# Species: id = mw472d5cb9_120e_4f60_bbae_1ae2552837dd; name = pSTAT3c-pSTAT3c-PP1; affected by kineticLaw
du[96] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mwc9b945cf_3a14_4bd9_b253_7064498c75e2) + (-1.0 * reaction_mw75c6078f_fb76_4ca9_9fdd_e221e3ba57ad))
# Species: id = mw4f575c55_7dff_45d7_94ad_cda9621d5b63; name = pSTAT3c-pSTAT3c; affected by kineticLaw
du[97] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mwf8bacf1a_6c1a_49b6_b344_2d3bd404a735) + (-1.0 * reaction_mwc9b945cf_3a14_4bd9_b253_7064498c75e2) + (-1.0 * reaction_mwec4127b5_6bcf_4128_aff4_a6b3c470f690))
# Species: id = mwd2c465fb_eea7_499a_8ea4_f318a64cb9ee; name = STAT3c-pSTAT3c; affected by kineticLaw
du[98] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw75c6078f_fb76_4ca9_9fdd_e221e3ba57ad) + (1.0 * reaction_mw177fa7b0_f0be_4c3e_8b47_2ac4e13159a2))
# Species: id = mw4110f531_7513_4786_8896_7c9d969ff558; name = pSTAT3n-pSTAT3n; affected by kineticLaw
du[99] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mwec4127b5_6bcf_4128_aff4_a6b3c470f690) + (1.0 * reaction_mw5c806b00_59a1_491e_99a1_2c932b2d5d7a) + (-1.0 * reaction_mw26fdabae_323b_4a78_b134_4c2eb70ea6a7))
# Species: id = mwe3fd7f65_b0d1_44d9_b6f3_d2f7d332f664; name = pSTAT3n; affected by kineticLaw
du[100] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((-1.0 * reaction_mw5c806b00_59a1_491e_99a1_2c932b2d5d7a) + (-1.0 * reaction_mw5c806b00_59a1_491e_99a1_2c932b2d5d7a) + (-1.0 * reaction_mwc38a99c8_74cf_49f2_a16b_f6610ca1a0a7) + (-1.0 * reaction_mw45d92b79_0656_4795_87d0_7a465949ca43))
# Species: id = mw0e1be972_fded_4bff_a93d_091ec942485f; name = PP2; affected by kineticLaw
du[101] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((-1.0 * reaction_mw26fdabae_323b_4a78_b134_4c2eb70ea6a7) + (1.0 * reaction_mw3b0c171c_6d60_41ca_8193_83cd5e6c188c) + (-1.0 * reaction_mw45d92b79_0656_4795_87d0_7a465949ca43) + (1.0 * reaction_mwb71945c2_03a8_4fad_a995_e1caeee98525))
# Species: id = mw0facb8f2_95cf_4ddf_a959_b24ba64f320b; name = pSTAT3n-pSTAT3n-PP2; affected by kineticLaw
du[102] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw26fdabae_323b_4a78_b134_4c2eb70ea6a7) + (-1.0 * reaction_mw3b0c171c_6d60_41ca_8193_83cd5e6c188c))
# Species: id = mw9686f53e_d343_45fd_b441_9c992219546a; name = STAT3n-pSTAT3n; affected by kineticLaw
du[103] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw3b0c171c_6d60_41ca_8193_83cd5e6c188c) + (1.0 * reaction_mwc38a99c8_74cf_49f2_a16b_f6610ca1a0a7))
# Species: id = mw960bddeb_e567_46dd_b2f3_ed5e6a5c7972; name = STAT3n; affected by kineticLaw
du[104] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((-1.0 * reaction_mwc38a99c8_74cf_49f2_a16b_f6610ca1a0a7) + (1.0 * reaction_mwb71945c2_03a8_4fad_a995_e1caeee98525) + (-1.0 * reaction_mwd189238c_e8f9_40be_b4ea_18a42bba1b4f))
# Species: id = mw8c85ff7f_6368_4b11_a2ed_ce83481b55e6; name = pSTAT3n-PP2; affected by kineticLaw
du[105] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw45d92b79_0656_4795_87d0_7a465949ca43) + (-1.0 * reaction_mwb71945c2_03a8_4fad_a995_e1caeee98525))
# Species: id = mw548c81c2_c626_4df8_9177_a1a6fc3d4ce8; name = pEGF-EGFR2-STAT3c-cbl; affected by kineticLaw
du[106] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mwcb637bf1_7618_4d8a_ab5c_399145ecf1df) + (-1.0 * reaction_mw401dde7e_c0a1_4780_b6cc_8f98681c862e))
# Species: id = mw142e6dc4_ec15_459d_a184_6b20be04f08d; name = pEGF-EGFR2-STAT3c-cbl-EPn; affected by kineticLaw
du[107] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw401dde7e_c0a1_4780_b6cc_8f98681c862e) + (-1.0 * reaction_mw0dd5a91d_d76c_494e_9dd6_57f2836aaa19))
# Species: id = mw2c47ae3f_06d9_40ec_a252_535db0ae5caa; name = pEGF-EGFR2-PI3K-cbl; affected by kineticLaw
du[108] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mwb205f533_4013_406b_8a4b_691ec3949555) + (-1.0 * reaction_mw602726ea_89ee_41b8_bda6_e2811bb42c1d))
# Species: id = mwd32d108b_49c2_4df2_9b67_d6c6b84f54b9; name = pEGF-EGFR2-PI3K-cbl-EPn; affected by kineticLaw
du[109] = (1 / (p["compartment_mw1637dd35_5f09_4a8d_bb7f_58717cdf1612"])) * ((1.0 * reaction_mw602726ea_89ee_41b8_bda6_e2811bb42c1d) + (-1.0 * reaction_mwfab3a9ec_b094_44f0_bd59_12ac56ca1c99))
end
u0=zeros(109)
u0[1] = 0.0081967
u0[2] = 0.3
u0[3] = 0.0
u0[4] = 0.0
u0[5] = 0.0
u0[6] = 0.8
u0[7] = 1.0
u0[8] = 0.0
u0[9] = 0.1
u0[10] = 0.0
u0[11] = 0.0
u0[12] = 0.0
u0[13] = 0.0
u0[14] = 1.0
u0[15] = 0.0
u0[16] = 0.0
u0[17] = 0.3
u0[18] = 0.0
u0[19] = 0.0
u0[20] = 0.0
u0[21] = 0.0
u0[22] = 0.0
u0[23] = 0.0
u0[24] = 0.0
u0[25] = 0.15
u0[26] = 0.0
u0[27] = 0.0
u0[28] = 0.0
u0[29] = 0.1
u0[30] = 0.0
u0[31] = 0.0
u0[32] = 0.0
u0[33] = 0.0
u0[34] = 0.5
u0[35] = 0.0
u0[36] = 0.0
u0[37] = 0.68
u0[38] = 0.0
u0[39] = 0.0
u0[40] = 0.0
u0[41] = 0.0
u0[42] = 0.4
u0[43] = 0.0
u0[44] = 0.0
u0[45] = 0.0
u0[46] = 0.0
u0[47] = 0.5
u0[48] = 0.0
u0[49] = 0.02
u0[50] = 0.0
u0[51] = 0.0
u0[52] = 0.002
u0[53] = 0.0
u0[54] = 0.0
u0[55] = 0.0
u0[56] = 0.0
u0[57] = 0.0
u0[58] = 1.0
u0[59] = 0.0
u0[60] = 0.5
u0[61] = 0.0
u0[62] = 0.0
u0[63] = 0.0
u0[64] = 0.2
u0[65] = 0.0
u0[66] = 0.0
u0[67] = 0.0
u0[68] = 0.2
u0[69] = 0.0
u0[70] = 0.0
u0[71] = 0.5
u0[72] = 0.0
u0[73] = 0.0
u0[74] = 0.1
u0[75] = 0.0
u0[76] = 0.1
u0[77] = 0.0
u0[78] = 0.0
u0[79] = 0.0
u0[80] = 0.0
u0[81] = 0.0
u0[82] = 0.0
u0[83] = 0.1
u0[84] = 0.0
u0[85] = 0.0
u0[86] = 0.0
u0[87] = 0.0
u0[88] = 0.0
u0[89] = 0.0
u0[90] = 1.0
u0[91] = 0.0
u0[92] = 0.0
u0[93] = 0.0
u0[94] = 0.5
u0[95] = 0.0
u0[96] = 0.0
u0[97] = 0.0
u0[98] = 0.0
u0[99] = 0.0
u0[100] = 0.0
u0[101] = 0.6
u0[102] = 0.0
u0[103] = 0.0
u0[104] = 0.0
u0[105] = 0.0
u0[106] = 0.0
u0[107] = 0.0
u0[108] = 0.0
u0[109] = 0.0
tspan = (0.0,100.0)
prob = ODEProblem{true,SciMLBase.FullSpecialize}(sbml_model!, u0, tspan, par)
sys = modelingtoolkitize(prob)
sys = structural_simplify(sys)
const to = TimerOutput()
@timeit to "ODEProb No Jac" oprob = ODEProblem{true,SciMLBase.FullSpecialize}(sys, Float64[], tspan, Float64[])
@timeit to "ODEProb DenseJac" densejacprob = ODEProblem{true,SciMLBase.FullSpecialize}(sys, Float64[], tspan, Float64[], jac=true)
```
```julia
@timeit to "ODEProb SparseJac" sparsejacprob = ODEProblem{true,SciMLBase.FullSpecialize}(sys, Float64[], tspan, Float64[], jac=true, sparse=true)
show(to)
```
## Picture of the solution
```julia
sol = solve(oprob, CVODE_BDF())
plot(sol, legend=false, fmt=:png)
```
For these benchmarks we will be using the time-series error with these saving
points since the final time point is not well-indicative of the solution
behavior (capturing the oscillation is the key!).
## Generate Test Solution
```julia
@time sol = solve(oprob, CVODE_BDF(), abstol=1/10^14, reltol=1/10^14)
test_sol = TestSolution(sol)
```
## Setups
```julia
abstols = 1.0 ./ 10.0 .^ (9:13)
reltols = 1.0 ./ 10.0 .^ (6:10)
setups = [
Dict(:alg=>CVODE_BDF()),
Dict(:alg=>KenCarp4()),
Dict(:alg=>Rodas4()),
Dict(:alg=>QNDF()),
Dict(:alg=>lsoda()),
Dict(:alg=>radau()),
Dict(:alg=>seulex()),
Dict(:alg=>ImplicitEulerExtrapolation(min_order = 8, init_order = 9,threading = OrdinaryDiffEq.PolyesterThreads())),
Dict(:alg=>ImplicitEulerExtrapolation(min_order = 8, init_order = 9,threading = false)),
Dict(:alg=>ImplicitEulerBarycentricExtrapolation(min_order = 7, init_order = 8,threading = OrdinaryDiffEq.PolyesterThreads())),
Dict(:alg=>ImplicitEulerBarycentricExtrapolation(min_order = 7, init_order = 8,threading = false)),
Dict(:alg=>ImplicitHairerWannerExtrapolation(init_order = 5,threading = OrdinaryDiffEq.PolyesterThreads())),
Dict(:alg=>ImplicitHairerWannerExtrapolation(init_order = 5, threading = false)),
]
solnames = ["CVODE_BDF","KenCarp4","Rodas4","QNDF","lsoda","radau","seulex","ImplEulerExtpl (threaded)", "ImplEulerExtpl (non-threaded)",
"ImplEulerBaryExtpl (threaded)","ImplEulerBaryExtpl (non-threaded)","ImplHWExtpl (threaded)","ImplHWExtpl (non-threaded)"]
```
## Automatic Jacobian Solves
First we test using auto-generated Jacobians (finite difference)
```julia
wp = WorkPrecisionSet(oprob,abstols,reltols,setups;
names = solnames,appxsol=test_sol,save_everystep=false,maxiters=Int(1e5),numruns=10)
plot(wp, title = "Implicit Methods: SBML Model",legend=:outertopleft,size = (1000,500),
xticks = 10.0 .^ (-15:1:1),
yticks = 10.0 .^ (-6:0.3:5),
bottom_margin= 5Plots.mm)
```
## Analytical Jacobian
Now we test using the generated analytic Jacobian function.
```julia
setups = [
Dict(:alg=>CVODE_BDF()),
Dict(:alg=>KenCarp4()),
Dict(:alg=>Rodas4()),
Dict(:alg=>QNDF()),
#Dict(:alg=>lsoda()),
#Dict(:alg=>radau()),
#Dict(:alg=>seulex()),
Dict(:alg=>ImplicitEulerExtrapolation(min_order = 8, init_order = 9,threading = OrdinaryDiffEq.PolyesterThreads())),
Dict(:alg=>ImplicitEulerExtrapolation(min_order = 8, init_order = 9,threading = false)),
Dict(:alg=>ImplicitEulerBarycentricExtrapolation(min_order = 7, init_order = 8,threading = OrdinaryDiffEq.PolyesterThreads())),
Dict(:alg=>ImplicitEulerBarycentricExtrapolation(min_order = 7, init_order = 8,threading = false)),
Dict(:alg=>ImplicitHairerWannerExtrapolation(init_order = 5,threading = OrdinaryDiffEq.PolyesterThreads())),
Dict(:alg=>ImplicitHairerWannerExtrapolation(init_order = 5, threading = false)),
]
solnames = ["CVODE_BDF","KenCarp4","Rodas4","QNDF","ImplEulerExtpl (threaded)", "ImplEulerExtpl (non-threaded)",
"ImplEulerBaryExtpl (threaded)","ImplEulerBaryExtpl (non-threaded)","ImplHWExtpl (threaded)","ImplHWExtpl (non-threaded)"]
wp = WorkPrecisionSet(densejacprob,abstols,reltols,setups;
names = solnames,appxsol=test_sol,save_everystep=false,maxiters=Int(1e5),numruns=10)
plot(wp, title = "Implicit Methods: SBML Model",legend=:outertopleft,size = (1000,500),
xticks = 10.0 .^ (-15:1:1),
yticks = 10.0 .^ (-6:0.3:5),
bottom_margin= 5Plots.mm)
```
## Sparse Jacobian
Finally we test using the generated sparse analytic Jacobian function.
Note that the extrapolation methods currently do not support sparse Jacobians.
```julia
setups = [
#Dict(:alg=>CVODE_BDF()), #Fails!
Dict(:alg=>KenCarp4(autodiff = false)),
Dict(:alg=>Rodas4(autodiff = false)),
Dict(:alg=>QNDF(autodiff = false)),
#Dict(:alg=>lsoda()),
#Dict(:alg=>radau()),
#Dict(:alg=>seulex()),
#Dict(:alg=>ImplicitEulerExtrapolation(autodiff = false,min_order = 8, init_order = 9,threading = OrdinaryDiffEq.PolyesterThreads())),
#Dict(:alg=>ImplicitEulerExtrapolation(autodiff = false,min_order = 8, init_order = 9,threading = false)),
#Dict(:alg=>ImplicitEulerBarycentricExtrapolation(autodiff = false,min_order = 7, init_order = 8,threading = OrdinaryDiffEq.PolyesterThreads())),
#Dict(:alg=>ImplicitEulerBarycentricExtrapolation(autodiff = false,min_order = 7, init_order = 8,threading = false)),
#Dict(:alg=>ImplicitHairerWannerExtrapolation(autodiff = false,init_order = 5,threading = OrdinaryDiffEq.PolyesterThreads())),
#Dict(:alg=>ImplicitHairerWannerExtrapolation(autodiff = false,init_order = 5, threading = false)),
]
solnames = ["KenCarp4","Rodas4","QNDF",#"ImplEulerExtpl (threaded)", "ImplEulerExtpl (non-threaded)",
#"ImplEulerBaryExtpl (threaded)","ImplEulerBaryExtpl (non-threaded)","ImplHWExtpl (threaded)","ImplHWExtpl (non-threaded)"
]
wp = WorkPrecisionSet(sparsejacprob ,abstols,reltols,setups;
names = solnames,appxsol=test_sol,save_everystep=false,maxiters=Int(1e5),numruns=10)
plot(wp, title = "Implicit Methods: SBML Model",legend=:outertopleft,size = (1000,500),
xticks = 10.0 .^ (-15:1:1),
yticks = 10.0 .^ (-6:0.3:5),
bottom_margin= 5Plots.mm)
```
```julia, echo = false
using SciMLBenchmarks
SciMLBenchmarks.bench_footer(WEAVE_ARGS[:folder],WEAVE_ARGS[:file])
```