Build network based on kinase-phosphosite interactions

This notebook provides the code to create a network based on kinase-substrate interactions and the annotated effect of phosphorylation (based on PhosphositePlus) on the activity of the substrate.

[1]:
%%time
from neko.core.network import Network
from neko._visual.visualize_network import NetworkVisualizer
from neko._inputs.resources import Resources
from neko._annotations.gene_ontology import Ontology
import omnipath as op
import pandas as pd
CPU times: user 2.2 s, sys: 379 ms, total: 2.58 s
Wall time: 2.63 s

1. Specify kinase-substrate interaction file and phosphosite effect annotation

In this example, both files we utilize are from PhosphositePlus.

[2]:
kinase_int_file = ("../neko/_data/Kinase_Substrate_Dataset")
phospho_effect_file = ("../neko/_data/Regulatory_sites")

2. Add interactions as a resource database

The process_psp_interactions function parses the provided files to create an interaction database in the Omnipath format.

[3]:
resources = Resources()
interactions = resources.process_psp_interactions(kinase_int_file, phospho_effect_file,"human", expand=True)
resources.add_database(interactions)
/home/eirini/anaconda3/envs/omniflow_env/lib/python3.10/site-packages/neko/_inputs/resources.py:135: SettingWithCopyWarning:
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  kinase_int_filtered['target'] = kinase_int_filtered['SUB_GENE'] + '_' + kinase_int_filtered['SUB_MOD_RSD']
/home/eirini/anaconda3/envs/omniflow_env/lib/python3.10/site-packages/neko/_inputs/resources.py:151: SettingWithCopyWarning:
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  phospho_effect_filtered['MOD_RSD'] = phospho_effect_filtered['MOD_RSD'].apply(
/home/eirini/anaconda3/envs/omniflow_env/lib/python3.10/site-packages/neko/_inputs/resources.py:155: SettingWithCopyWarning:
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  phospho_effect_filtered['Prot_site'] = phospho_effect_filtered['GENE'] + '_' + phospho_effect_filtered[
WARNING:root:The incoming database is missing some required columns: {'form_complex'}
WARNING:root:This might lead to issues in running the package.
WARNING:root:The incoming database is missing some required columns: {'form_complex'}
WARNING:root:This might lead to issues in running the package.
[4]:
#inspect database
interactions
[4]:
source target is_directed consensus_direction consensus_stimulation consensus_inhibition is_stimulation is_inhibition curation_effort references sources
0 EIF2AK1 EIF2S1_S52 True False False False 1 1 NaN NaN NaN
2 PRKCD HDAC5_S259 True False False False 1 1 NaN NaN NaN
3 PRKCD PTPRA_S204 True False False False 1 0 NaN NaN NaN
4 PRKCD BCL2_S70 True False False False 0 1 NaN NaN NaN
6 PRKCD SLC9A1_S648 True False False False 0 1 NaN NaN NaN
... ... ... ... ... ... ... ... ... ... ... ...
28983 CASP6_S257 CASP6 True False False False 0 1 False False False
28984 TP53_S392 TP53 True False False False 1 0 False False False
28989 TP53_S15 TP53 True False False False 1 1 False False False
28991 STING1_S366 STING1 True False False False 1 0 False False False
28992 BECN1_S30 BECN1 True False False False 1 0 False False False

9692 rows × 11 columns

3. Define a set of phosphosites we are interested in

[5]:
genes = ['AKT1S1_T246', 'GSK3B_S9', 'AKT1_S473', 'HSPB1_S78', 'HSPB1_S82', 'MAPK14_T180', 'MAPK14_Y182', 'MAP2K1_S218', 'MAP2K1_S222', 'RPS6KA1_S380', 'MTOR_S2448', 'JUN_S63', 'MAPK3_T202', 'MAPK3_Y204']

4. Build network

[6]:
%%time
new_net1 = Network(genes, resources=resources.interactions)
CPU times: user 426 ms, sys: 32.1 ms, total: 458 ms
Wall time: 456 ms
[7]:
%%time
new_net1.complete_connection(mode="ALL", maxlen=10, k_mean="extensive", only_signed=True, connect_node_when_first_introduced=True)
looking for paths in the network with length:  0  for node  AKT1S1_T246  and  GSK3B_S9
looking for paths in the network with length:  1  for node  AKT1S1_T246  and  GSK3B_S9
looking for paths in the network with length:  2  for node  AKT1S1_T246  and  GSK3B_S9
looking for paths in the network with length:  3  for node  AKT1S1_T246  and  GSK3B_S9
looking for paths in the network with length:  4  for node  AKT1S1_T246  and  GSK3B_S9
looking for paths in the network with length:  5  for node  AKT1S1_T246  and  GSK3B_S9
looking for paths in the network with length:  6  for node  AKT1S1_T246  and  GSK3B_S9
looking for paths in the network with length:  7  for node  AKT1S1_T246  and  GSK3B_S9
looking for paths in the network with length:  8  for node  AKT1S1_T246  and  GSK3B_S9
looking for paths in the network with length:  9  for node  AKT1S1_T246  and  GSK3B_S9
looking for paths in the network with length:  10  for node  AKT1S1_T246  and  GSK3B_S9
i_search =  4
Looking for paths with length:  0  for node  AKT1S1_T246  and  GSK3B_S9
i_search =  4
Looking for paths with length:  1  for node  AKT1S1_T246  and  GSK3B_S9
i_search =  4
Looking for paths with length:  2  for node  AKT1S1_T246  and  GSK3B_S9
i_search =  4
Looking for paths with length:  3  for node  AKT1S1_T246  and  GSK3B_S9
i_search =  4
Looking for paths with length:  4  for node  AKT1S1_T246  and  GSK3B_S9
looking for paths in the network with length:  0  for node  AKT1S1_T246  and  AKT1_S473
looking for paths in the network with length:  1  for node  AKT1S1_T246  and  AKT1_S473
looking for paths in the network with length:  2  for node  AKT1S1_T246  and  AKT1_S473
looking for paths in the network with length:  3  for node  AKT1S1_T246  and  AKT1_S473
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looking for paths in the network with length:  7  for node  AKT1S1_T246  and  AKT1_S473
looking for paths in the network with length:  8  for node  AKT1S1_T246  and  AKT1_S473
looking for paths in the network with length:  9  for node  AKT1S1_T246  and  AKT1_S473
looking for paths in the network with length:  10  for node  AKT1S1_T246  and  AKT1_S473
i_search =  4
Looking for paths with length:  0  for node  AKT1S1_T246  and  AKT1_S473
i_search =  4
Looking for paths with length:  1  for node  AKT1S1_T246  and  AKT1_S473
i_search =  4
Looking for paths with length:  2  for node  AKT1S1_T246  and  AKT1_S473
[['AKT1S1_T246', 'AKT1', 'AKT1_S473']]
AKT1 AKT1S1_T246
AKT1_S473 AKT1
looking for paths in the network with length:  0  for node  AKT1S1_T246  and  HSPB1_S78
looking for paths in the network with length:  1  for node  AKT1S1_T246  and  HSPB1_S78
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looking for paths in the network with length:  9  for node  AKT1S1_T246  and  HSPB1_S78
looking for paths in the network with length:  10  for node  AKT1S1_T246  and  HSPB1_S78
i_search =  4
Looking for paths with length:  0  for node  AKT1S1_T246  and  HSPB1_S78
i_search =  4
Looking for paths with length:  1  for node  AKT1S1_T246  and  HSPB1_S78
i_search =  4
Looking for paths with length:  2  for node  AKT1S1_T246  and  HSPB1_S78
i_search =  4
Looking for paths with length:  3  for node  AKT1S1_T246  and  HSPB1_S78
i_search =  4
Looking for paths with length:  4  for node  AKT1S1_T246  and  HSPB1_S78
looking for paths in the network with length:  0  for node  AKT1S1_T246  and  HSPB1_S82
looking for paths in the network with length:  1  for node  AKT1S1_T246  and  HSPB1_S82
looking for paths in the network with length:  2  for node  AKT1S1_T246  and  HSPB1_S82
looking for paths in the network with length:  3  for node  AKT1S1_T246  and  HSPB1_S82
looking for paths in the network with length:  4  for node  AKT1S1_T246  and  HSPB1_S82
looking for paths in the network with length:  5  for node  AKT1S1_T246  and  HSPB1_S82
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looking for paths in the network with length:  8  for node  AKT1S1_T246  and  HSPB1_S82
looking for paths in the network with length:  9  for node  AKT1S1_T246  and  HSPB1_S82
looking for paths in the network with length:  10  for node  AKT1S1_T246  and  HSPB1_S82
i_search =  4
Looking for paths with length:  0  for node  AKT1S1_T246  and  HSPB1_S82
i_search =  4
Looking for paths with length:  1  for node  AKT1S1_T246  and  HSPB1_S82
i_search =  4
Looking for paths with length:  2  for node  AKT1S1_T246  and  HSPB1_S82
i_search =  4
Looking for paths with length:  3  for node  AKT1S1_T246  and  HSPB1_S82
i_search =  4
Looking for paths with length:  4  for node  AKT1S1_T246  and  HSPB1_S82
looking for paths in the network with length:  0  for node  AKT1S1_T246  and  MAPK14_T180
looking for paths in the network with length:  1  for node  AKT1S1_T246  and  MAPK14_T180
looking for paths in the network with length:  2  for node  AKT1S1_T246  and  MAPK14_T180
looking for paths in the network with length:  3  for node  AKT1S1_T246  and  MAPK14_T180
looking for paths in the network with length:  4  for node  AKT1S1_T246  and  MAPK14_T180
looking for paths in the network with length:  5  for node  AKT1S1_T246  and  MAPK14_T180
looking for paths in the network with length:  6  for node  AKT1S1_T246  and  MAPK14_T180
looking for paths in the network with length:  7  for node  AKT1S1_T246  and  MAPK14_T180
looking for paths in the network with length:  8  for node  AKT1S1_T246  and  MAPK14_T180
looking for paths in the network with length:  9  for node  AKT1S1_T246  and  MAPK14_T180
looking for paths in the network with length:  10  for node  AKT1S1_T246  and  MAPK14_T180
i_search =  4
Looking for paths with length:  0  for node  AKT1S1_T246  and  MAPK14_T180
i_search =  4
Looking for paths with length:  1  for node  AKT1S1_T246  and  MAPK14_T180
i_search =  4
Looking for paths with length:  2  for node  AKT1S1_T246  and  MAPK14_T180
i_search =  4
Looking for paths with length:  3  for node  AKT1S1_T246  and  MAPK14_T180
i_search =  4
Looking for paths with length:  4  for node  AKT1S1_T246  and  MAPK14_T180
looking for paths in the network with length:  0  for node  AKT1S1_T246  and  MAPK14_Y182
looking for paths in the network with length:  1  for node  AKT1S1_T246  and  MAPK14_Y182
looking for paths in the network with length:  2  for node  AKT1S1_T246  and  MAPK14_Y182
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looking for paths in the network with length:  7  for node  AKT1S1_T246  and  MAPK14_Y182
looking for paths in the network with length:  8  for node  AKT1S1_T246  and  MAPK14_Y182
looking for paths in the network with length:  9  for node  AKT1S1_T246  and  MAPK14_Y182
looking for paths in the network with length:  10  for node  AKT1S1_T246  and  MAPK14_Y182
i_search =  4
Looking for paths with length:  0  for node  AKT1S1_T246  and  MAPK14_Y182
i_search =  4
Looking for paths with length:  1  for node  AKT1S1_T246  and  MAPK14_Y182
i_search =  4
Looking for paths with length:  2  for node  AKT1S1_T246  and  MAPK14_Y182
i_search =  4
Looking for paths with length:  3  for node  AKT1S1_T246  and  MAPK14_Y182
i_search =  4
Looking for paths with length:  4  for node  AKT1S1_T246  and  MAPK14_Y182
looking for paths in the network with length:  0  for node  AKT1S1_T246  and  MAP2K1_S218
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looking for paths in the network with length:  7  for node  AKT1S1_T246  and  MAP2K1_S218
looking for paths in the network with length:  8  for node  AKT1S1_T246  and  MAP2K1_S218
looking for paths in the network with length:  9  for node  AKT1S1_T246  and  MAP2K1_S218
looking for paths in the network with length:  10  for node  AKT1S1_T246  and  MAP2K1_S218
i_search =  4
Looking for paths with length:  0  for node  AKT1S1_T246  and  MAP2K1_S218
i_search =  4
Looking for paths with length:  1  for node  AKT1S1_T246  and  MAP2K1_S218
i_search =  4
Looking for paths with length:  2  for node  AKT1S1_T246  and  MAP2K1_S218
i_search =  4
Looking for paths with length:  3  for node  AKT1S1_T246  and  MAP2K1_S218
i_search =  4
Looking for paths with length:  4  for node  AKT1S1_T246  and  MAP2K1_S218
looking for paths in the network with length:  0  for node  AKT1S1_T246  and  MAP2K1_S222
looking for paths in the network with length:  1  for node  AKT1S1_T246  and  MAP2K1_S222
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looking for paths in the network with length:  5  for node  AKT1S1_T246  and  MAP2K1_S222
looking for paths in the network with length:  6  for node  AKT1S1_T246  and  MAP2K1_S222
looking for paths in the network with length:  7  for node  AKT1S1_T246  and  MAP2K1_S222
looking for paths in the network with length:  8  for node  AKT1S1_T246  and  MAP2K1_S222
looking for paths in the network with length:  9  for node  AKT1S1_T246  and  MAP2K1_S222
looking for paths in the network with length:  10  for node  AKT1S1_T246  and  MAP2K1_S222
i_search =  4
Looking for paths with length:  0  for node  AKT1S1_T246  and  MAP2K1_S222
i_search =  4
Looking for paths with length:  1  for node  AKT1S1_T246  and  MAP2K1_S222
i_search =  4
Looking for paths with length:  2  for node  AKT1S1_T246  and  MAP2K1_S222
i_search =  4
Looking for paths with length:  3  for node  AKT1S1_T246  and  MAP2K1_S222
i_search =  4
Looking for paths with length:  4  for node  AKT1S1_T246  and  MAP2K1_S222
looking for paths in the network with length:  0  for node  AKT1S1_T246  and  RPS6KA1_S380
looking for paths in the network with length:  1  for node  AKT1S1_T246  and  RPS6KA1_S380
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looking for paths in the network with length:  5  for node  AKT1S1_T246  and  RPS6KA1_S380
looking for paths in the network with length:  6  for node  AKT1S1_T246  and  RPS6KA1_S380
looking for paths in the network with length:  7  for node  AKT1S1_T246  and  RPS6KA1_S380
looking for paths in the network with length:  8  for node  AKT1S1_T246  and  RPS6KA1_S380
looking for paths in the network with length:  9  for node  AKT1S1_T246  and  RPS6KA1_S380
looking for paths in the network with length:  10  for node  AKT1S1_T246  and  RPS6KA1_S380
i_search =  4
Looking for paths with length:  0  for node  AKT1S1_T246  and  RPS6KA1_S380
i_search =  4
Looking for paths with length:  1  for node  AKT1S1_T246  and  RPS6KA1_S380
i_search =  4
Looking for paths with length:  2  for node  AKT1S1_T246  and  RPS6KA1_S380
i_search =  4
Looking for paths with length:  3  for node  AKT1S1_T246  and  RPS6KA1_S380
i_search =  4
Looking for paths with length:  4  for node  AKT1S1_T246  and  RPS6KA1_S380
looking for paths in the network with length:  0  for node  AKT1S1_T246  and  MTOR_S2448
looking for paths in the network with length:  1  for node  AKT1S1_T246  and  MTOR_S2448
looking for paths in the network with length:  2  for node  AKT1S1_T246  and  MTOR_S2448
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looking for paths in the network with length:  4  for node  AKT1S1_T246  and  MTOR_S2448
looking for paths in the network with length:  5  for node  AKT1S1_T246  and  MTOR_S2448
looking for paths in the network with length:  6  for node  AKT1S1_T246  and  MTOR_S2448
looking for paths in the network with length:  7  for node  AKT1S1_T246  and  MTOR_S2448
looking for paths in the network with length:  8  for node  AKT1S1_T246  and  MTOR_S2448
looking for paths in the network with length:  9  for node  AKT1S1_T246  and  MTOR_S2448
looking for paths in the network with length:  10  for node  AKT1S1_T246  and  MTOR_S2448
i_search =  4
Looking for paths with length:  0  for node  AKT1S1_T246  and  MTOR_S2448
i_search =  4
Looking for paths with length:  1  for node  AKT1S1_T246  and  MTOR_S2448
i_search =  4
Looking for paths with length:  2  for node  AKT1S1_T246  and  MTOR_S2448
i_search =  4
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i_search =  4
Looking for paths with length:  4  for node  AKT1S1_T246  and  MTOR_S2448
[['AKT1S1_T246', 'AKT1', 'AKT1_S473', 'MTOR', 'MTOR_S2448'], ['AKT1S1_T246', 'AKT1', 'AKT1_T450', 'MTOR', 'MTOR_S2448']]
AKT1 AKT1S1_T246
AKT1_S473 AKT1
MTOR AKT1_S473
MTOR MTOR_S2448
AKT1 AKT1S1_T246
AKT1_T450 AKT1
MTOR AKT1_T450
MTOR MTOR_S2448
looking for paths in the network with length:  0  for node  AKT1S1_T246  and  JUN_S63
looking for paths in the network with length:  1  for node  AKT1S1_T246  and  JUN_S63
looking for paths in the network with length:  2  for node  AKT1S1_T246  and  JUN_S63
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looking for paths in the network with length:  4  for node  AKT1S1_T246  and  JUN_S63
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looking for paths in the network with length:  6  for node  AKT1S1_T246  and  JUN_S63
looking for paths in the network with length:  7  for node  AKT1S1_T246  and  JUN_S63
looking for paths in the network with length:  8  for node  AKT1S1_T246  and  JUN_S63
looking for paths in the network with length:  9  for node  AKT1S1_T246  and  JUN_S63
looking for paths in the network with length:  10  for node  AKT1S1_T246  and  JUN_S63
i_search =  4
Looking for paths with length:  0  for node  AKT1S1_T246  and  JUN_S63
i_search =  4
Looking for paths with length:  1  for node  AKT1S1_T246  and  JUN_S63
i_search =  4
Looking for paths with length:  2  for node  AKT1S1_T246  and  JUN_S63
i_search =  4
Looking for paths with length:  3  for node  AKT1S1_T246  and  JUN_S63
i_search =  4
Looking for paths with length:  4  for node  AKT1S1_T246  and  JUN_S63
looking for paths in the network with length:  0  for node  AKT1S1_T246  and  MAPK3_T202
looking for paths in the network with length:  1  for node  AKT1S1_T246  and  MAPK3_T202
looking for paths in the network with length:  2  for node  AKT1S1_T246  and  MAPK3_T202
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looking for paths in the network with length:  5  for node  AKT1S1_T246  and  MAPK3_T202
looking for paths in the network with length:  6  for node  AKT1S1_T246  and  MAPK3_T202
looking for paths in the network with length:  7  for node  AKT1S1_T246  and  MAPK3_T202
looking for paths in the network with length:  8  for node  AKT1S1_T246  and  MAPK3_T202
looking for paths in the network with length:  9  for node  AKT1S1_T246  and  MAPK3_T202
looking for paths in the network with length:  10  for node  AKT1S1_T246  and  MAPK3_T202
i_search =  4
Looking for paths with length:  0  for node  AKT1S1_T246  and  MAPK3_T202
i_search =  4
Looking for paths with length:  1  for node  AKT1S1_T246  and  MAPK3_T202
i_search =  4
Looking for paths with length:  2  for node  AKT1S1_T246  and  MAPK3_T202
i_search =  4
Looking for paths with length:  3  for node  AKT1S1_T246  and  MAPK3_T202
i_search =  4
Looking for paths with length:  4  for node  AKT1S1_T246  and  MAPK3_T202
looking for paths in the network with length:  0  for node  AKT1S1_T246  and  MAPK3_Y204
looking for paths in the network with length:  1  for node  AKT1S1_T246  and  MAPK3_Y204
looking for paths in the network with length:  2  for node  AKT1S1_T246  and  MAPK3_Y204
looking for paths in the network with length:  3  for node  AKT1S1_T246  and  MAPK3_Y204
looking for paths in the network with length:  4  for node  AKT1S1_T246  and  MAPK3_Y204
looking for paths in the network with length:  5  for node  AKT1S1_T246  and  MAPK3_Y204
looking for paths in the network with length:  6  for node  AKT1S1_T246  and  MAPK3_Y204
looking for paths in the network with length:  7  for node  AKT1S1_T246  and  MAPK3_Y204
looking for paths in the network with length:  8  for node  AKT1S1_T246  and  MAPK3_Y204
looking for paths in the network with length:  9  for node  AKT1S1_T246  and  MAPK3_Y204
looking for paths in the network with length:  10  for node  AKT1S1_T246  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  0  for node  AKT1S1_T246  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  1  for node  AKT1S1_T246  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  2  for node  AKT1S1_T246  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  3  for node  AKT1S1_T246  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  4  for node  AKT1S1_T246  and  MAPK3_Y204
looking for paths in the network with length:  0  for node  GSK3B_S9  and  AKT1_S473
looking for paths in the network with length:  1  for node  GSK3B_S9  and  AKT1_S473
looking for paths in the network with length:  2  for node  GSK3B_S9  and  AKT1_S473
looking for paths in the network with length:  3  for node  GSK3B_S9  and  AKT1_S473
looking for paths in the network with length:  4  for node  GSK3B_S9  and  AKT1_S473
looking for paths in the network with length:  5  for node  GSK3B_S9  and  AKT1_S473
looking for paths in the network with length:  6  for node  GSK3B_S9  and  AKT1_S473
looking for paths in the network with length:  7  for node  GSK3B_S9  and  AKT1_S473
looking for paths in the network with length:  8  for node  GSK3B_S9  and  AKT1_S473
looking for paths in the network with length:  9  for node  GSK3B_S9  and  AKT1_S473
looking for paths in the network with length:  10  for node  GSK3B_S9  and  AKT1_S473
i_search =  4
Looking for paths with length:  0  for node  GSK3B_S9  and  AKT1_S473
i_search =  4
Looking for paths with length:  1  for node  GSK3B_S9  and  AKT1_S473
i_search =  4
Looking for paths with length:  2  for node  GSK3B_S9  and  AKT1_S473
[['GSK3B_S9', 'AKT1', 'AKT1_S473']]
AKT1 GSK3B_S9
AKT1_S473 AKT1
looking for paths in the network with length:  0  for node  GSK3B_S9  and  HSPB1_S78
looking for paths in the network with length:  1  for node  GSK3B_S9  and  HSPB1_S78
looking for paths in the network with length:  2  for node  GSK3B_S9  and  HSPB1_S78
looking for paths in the network with length:  3  for node  GSK3B_S9  and  HSPB1_S78
looking for paths in the network with length:  4  for node  GSK3B_S9  and  HSPB1_S78
looking for paths in the network with length:  5  for node  GSK3B_S9  and  HSPB1_S78
looking for paths in the network with length:  6  for node  GSK3B_S9  and  HSPB1_S78
looking for paths in the network with length:  7  for node  GSK3B_S9  and  HSPB1_S78
looking for paths in the network with length:  8  for node  GSK3B_S9  and  HSPB1_S78
looking for paths in the network with length:  9  for node  GSK3B_S9  and  HSPB1_S78
looking for paths in the network with length:  10  for node  GSK3B_S9  and  HSPB1_S78
i_search =  4
Looking for paths with length:  0  for node  GSK3B_S9  and  HSPB1_S78
i_search =  4
Looking for paths with length:  1  for node  GSK3B_S9  and  HSPB1_S78
i_search =  4
Looking for paths with length:  2  for node  GSK3B_S9  and  HSPB1_S78
i_search =  4
Looking for paths with length:  3  for node  GSK3B_S9  and  HSPB1_S78
i_search =  4
Looking for paths with length:  4  for node  GSK3B_S9  and  HSPB1_S78
looking for paths in the network with length:  0  for node  GSK3B_S9  and  HSPB1_S82
looking for paths in the network with length:  1  for node  GSK3B_S9  and  HSPB1_S82
looking for paths in the network with length:  2  for node  GSK3B_S9  and  HSPB1_S82
looking for paths in the network with length:  3  for node  GSK3B_S9  and  HSPB1_S82
looking for paths in the network with length:  4  for node  GSK3B_S9  and  HSPB1_S82
looking for paths in the network with length:  5  for node  GSK3B_S9  and  HSPB1_S82
looking for paths in the network with length:  6  for node  GSK3B_S9  and  HSPB1_S82
looking for paths in the network with length:  7  for node  GSK3B_S9  and  HSPB1_S82
looking for paths in the network with length:  8  for node  GSK3B_S9  and  HSPB1_S82
looking for paths in the network with length:  9  for node  GSK3B_S9  and  HSPB1_S82
looking for paths in the network with length:  10  for node  GSK3B_S9  and  HSPB1_S82
i_search =  4
Looking for paths with length:  0  for node  GSK3B_S9  and  HSPB1_S82
i_search =  4
Looking for paths with length:  1  for node  GSK3B_S9  and  HSPB1_S82
i_search =  4
Looking for paths with length:  2  for node  GSK3B_S9  and  HSPB1_S82
i_search =  4
Looking for paths with length:  3  for node  GSK3B_S9  and  HSPB1_S82
i_search =  4
Looking for paths with length:  4  for node  GSK3B_S9  and  HSPB1_S82
looking for paths in the network with length:  0  for node  GSK3B_S9  and  MAPK14_T180
looking for paths in the network with length:  1  for node  GSK3B_S9  and  MAPK14_T180
looking for paths in the network with length:  2  for node  GSK3B_S9  and  MAPK14_T180
looking for paths in the network with length:  3  for node  GSK3B_S9  and  MAPK14_T180
looking for paths in the network with length:  4  for node  GSK3B_S9  and  MAPK14_T180
looking for paths in the network with length:  5  for node  GSK3B_S9  and  MAPK14_T180
looking for paths in the network with length:  6  for node  GSK3B_S9  and  MAPK14_T180
looking for paths in the network with length:  7  for node  GSK3B_S9  and  MAPK14_T180
looking for paths in the network with length:  8  for node  GSK3B_S9  and  MAPK14_T180
looking for paths in the network with length:  9  for node  GSK3B_S9  and  MAPK14_T180
looking for paths in the network with length:  10  for node  GSK3B_S9  and  MAPK14_T180
i_search =  4
Looking for paths with length:  0  for node  GSK3B_S9  and  MAPK14_T180
i_search =  4
Looking for paths with length:  1  for node  GSK3B_S9  and  MAPK14_T180
i_search =  4
Looking for paths with length:  2  for node  GSK3B_S9  and  MAPK14_T180
i_search =  4
Looking for paths with length:  3  for node  GSK3B_S9  and  MAPK14_T180
i_search =  4
Looking for paths with length:  4  for node  GSK3B_S9  and  MAPK14_T180
[['GSK3B_S9', 'GSK3B', 'GSK3B_T390', 'MAPK14', 'MAPK14_T180'], ['GSK3B_S9', 'GSK3B', 'GSK3B_T43', 'MAPK14', 'MAPK14_T180']]
GSK3B_S9 GSK3B
GSK3B_T390 GSK3B
MAPK14 GSK3B_T390
MAPK14_T180 MAPK14
GSK3B_S9 GSK3B
GSK3B_T43 GSK3B
MAPK14 GSK3B_T43
MAPK14_T180 MAPK14
looking for paths in the network with length:  0  for node  GSK3B_S9  and  MAPK14_Y182
looking for paths in the network with length:  1  for node  GSK3B_S9  and  MAPK14_Y182
looking for paths in the network with length:  2  for node  GSK3B_S9  and  MAPK14_Y182
looking for paths in the network with length:  3  for node  GSK3B_S9  and  MAPK14_Y182
looking for paths in the network with length:  4  for node  GSK3B_S9  and  MAPK14_Y182
looking for paths in the network with length:  5  for node  GSK3B_S9  and  MAPK14_Y182
looking for paths in the network with length:  6  for node  GSK3B_S9  and  MAPK14_Y182
looking for paths in the network with length:  7  for node  GSK3B_S9  and  MAPK14_Y182
looking for paths in the network with length:  8  for node  GSK3B_S9  and  MAPK14_Y182
looking for paths in the network with length:  9  for node  GSK3B_S9  and  MAPK14_Y182
looking for paths in the network with length:  10  for node  GSK3B_S9  and  MAPK14_Y182
i_search =  4
Looking for paths with length:  0  for node  GSK3B_S9  and  MAPK14_Y182
i_search =  4
Looking for paths with length:  1  for node  GSK3B_S9  and  MAPK14_Y182
i_search =  4
Looking for paths with length:  2  for node  GSK3B_S9  and  MAPK14_Y182
i_search =  4
Looking for paths with length:  3  for node  GSK3B_S9  and  MAPK14_Y182
i_search =  4
Looking for paths with length:  4  for node  GSK3B_S9  and  MAPK14_Y182
[['GSK3B_S9', 'GSK3B', 'GSK3B_T390', 'MAPK14', 'MAPK14_Y182'], ['GSK3B_S9', 'GSK3B', 'GSK3B_T43', 'MAPK14', 'MAPK14_Y182']]
GSK3B_S9 GSK3B
GSK3B_T390 GSK3B
MAPK14 GSK3B_T390
MAPK14_Y182 MAPK14
GSK3B_S9 GSK3B
GSK3B_T43 GSK3B
MAPK14 GSK3B_T43
MAPK14_Y182 MAPK14
looking for paths in the network with length:  0  for node  GSK3B_S9  and  MAP2K1_S218
looking for paths in the network with length:  1  for node  GSK3B_S9  and  MAP2K1_S218
looking for paths in the network with length:  2  for node  GSK3B_S9  and  MAP2K1_S218
looking for paths in the network with length:  3  for node  GSK3B_S9  and  MAP2K1_S218
looking for paths in the network with length:  4  for node  GSK3B_S9  and  MAP2K1_S218
looking for paths in the network with length:  5  for node  GSK3B_S9  and  MAP2K1_S218
looking for paths in the network with length:  6  for node  GSK3B_S9  and  MAP2K1_S218
looking for paths in the network with length:  7  for node  GSK3B_S9  and  MAP2K1_S218
looking for paths in the network with length:  8  for node  GSK3B_S9  and  MAP2K1_S218
looking for paths in the network with length:  9  for node  GSK3B_S9  and  MAP2K1_S218
looking for paths in the network with length:  10  for node  GSK3B_S9  and  MAP2K1_S218
i_search =  4
Looking for paths with length:  0  for node  GSK3B_S9  and  MAP2K1_S218
i_search =  4
Looking for paths with length:  1  for node  GSK3B_S9  and  MAP2K1_S218
i_search =  4
Looking for paths with length:  2  for node  GSK3B_S9  and  MAP2K1_S218
i_search =  4
Looking for paths with length:  3  for node  GSK3B_S9  and  MAP2K1_S218
i_search =  4
Looking for paths with length:  4  for node  GSK3B_S9  and  MAP2K1_S218
[['GSK3B_S9', 'GSK3B', 'GSK3B_Y216', 'MAP2K1', 'MAP2K1_S218']]
GSK3B_S9 GSK3B
GSK3B GSK3B_Y216
MAP2K1 GSK3B_Y216
MAP2K1_S218 MAP2K1
looking for paths in the network with length:  0  for node  GSK3B_S9  and  MAP2K1_S222
looking for paths in the network with length:  1  for node  GSK3B_S9  and  MAP2K1_S222
looking for paths in the network with length:  2  for node  GSK3B_S9  and  MAP2K1_S222
looking for paths in the network with length:  3  for node  GSK3B_S9  and  MAP2K1_S222
looking for paths in the network with length:  4  for node  GSK3B_S9  and  MAP2K1_S222
looking for paths in the network with length:  5  for node  GSK3B_S9  and  MAP2K1_S222
looking for paths in the network with length:  6  for node  GSK3B_S9  and  MAP2K1_S222
looking for paths in the network with length:  7  for node  GSK3B_S9  and  MAP2K1_S222
looking for paths in the network with length:  8  for node  GSK3B_S9  and  MAP2K1_S222
looking for paths in the network with length:  9  for node  GSK3B_S9  and  MAP2K1_S222
looking for paths in the network with length:  10  for node  GSK3B_S9  and  MAP2K1_S222
i_search =  4
Looking for paths with length:  0  for node  GSK3B_S9  and  MAP2K1_S222
i_search =  4
Looking for paths with length:  1  for node  GSK3B_S9  and  MAP2K1_S222
i_search =  4
Looking for paths with length:  2  for node  GSK3B_S9  and  MAP2K1_S222
i_search =  4
Looking for paths with length:  3  for node  GSK3B_S9  and  MAP2K1_S222
i_search =  4
Looking for paths with length:  4  for node  GSK3B_S9  and  MAP2K1_S222
[['GSK3B_S9', 'GSK3B', 'GSK3B_Y216', 'MAP2K1', 'MAP2K1_S222']]
GSK3B_S9 GSK3B
GSK3B GSK3B_Y216
MAP2K1 GSK3B_Y216
MAP2K1_S222 MAP2K1
looking for paths in the network with length:  0  for node  GSK3B_S9  and  RPS6KA1_S380
looking for paths in the network with length:  1  for node  GSK3B_S9  and  RPS6KA1_S380
looking for paths in the network with length:  2  for node  GSK3B_S9  and  RPS6KA1_S380
looking for paths in the network with length:  3  for node  GSK3B_S9  and  RPS6KA1_S380
looking for paths in the network with length:  4  for node  GSK3B_S9  and  RPS6KA1_S380
looking for paths in the network with length:  5  for node  GSK3B_S9  and  RPS6KA1_S380
looking for paths in the network with length:  6  for node  GSK3B_S9  and  RPS6KA1_S380
looking for paths in the network with length:  7  for node  GSK3B_S9  and  RPS6KA1_S380
looking for paths in the network with length:  8  for node  GSK3B_S9  and  RPS6KA1_S380
looking for paths in the network with length:  9  for node  GSK3B_S9  and  RPS6KA1_S380
looking for paths in the network with length:  10  for node  GSK3B_S9  and  RPS6KA1_S380
i_search =  4
Looking for paths with length:  0  for node  GSK3B_S9  and  RPS6KA1_S380
i_search =  4
Looking for paths with length:  1  for node  GSK3B_S9  and  RPS6KA1_S380
i_search =  4
Looking for paths with length:  2  for node  GSK3B_S9  and  RPS6KA1_S380
[['GSK3B_S9', 'RPS6KA1', 'RPS6KA1_S380']]
RPS6KA1 GSK3B_S9
RPS6KA1 RPS6KA1_S380
looking for paths in the network with length:  0  for node  GSK3B_S9  and  MTOR_S2448
looking for paths in the network with length:  1  for node  GSK3B_S9  and  MTOR_S2448
looking for paths in the network with length:  2  for node  GSK3B_S9  and  MTOR_S2448
looking for paths in the network with length:  3  for node  GSK3B_S9  and  MTOR_S2448
looking for paths in the network with length:  4  for node  GSK3B_S9  and  MTOR_S2448
looking for paths in the network with length:  5  for node  GSK3B_S9  and  MTOR_S2448
looking for paths in the network with length:  6  for node  GSK3B_S9  and  MTOR_S2448
looking for paths in the network with length:  7  for node  GSK3B_S9  and  MTOR_S2448
looking for paths in the network with length:  8  for node  GSK3B_S9  and  MTOR_S2448
looking for paths in the network with length:  9  for node  GSK3B_S9  and  MTOR_S2448
looking for paths in the network with length:  10  for node  GSK3B_S9  and  MTOR_S2448
i_search =  4
Looking for paths with length:  0  for node  GSK3B_S9  and  MTOR_S2448
i_search =  4
Looking for paths with length:  1  for node  GSK3B_S9  and  MTOR_S2448
i_search =  4
Looking for paths with length:  2  for node  GSK3B_S9  and  MTOR_S2448
i_search =  4
Looking for paths with length:  3  for node  GSK3B_S9  and  MTOR_S2448
i_search =  4
Looking for paths with length:  4  for node  GSK3B_S9  and  MTOR_S2448
[['GSK3B_S9', 'SGK1', 'SGK1_S422', 'MTOR', 'MTOR_S2448'], ['GSK3B_S9', 'PRKCB', 'PRKCB_T642', 'MTOR', 'MTOR_S2448'], ['GSK3B_S9', 'AKT1', 'AKT1_S473', 'MTOR', 'MTOR_S2448'], ['GSK3B_S9', 'AKT1', 'AKT1_T450', 'MTOR', 'MTOR_S2448'], ['GSK3B_S9', 'RPS6KB1', 'RPS6KB1_T389', 'MTOR', 'MTOR_S2448'], ['GSK3B_S9', 'RPS6KB1', 'RPS6KB1_S394', 'MTOR', 'MTOR_S2448'], ['GSK3B_S9', 'RPS6KB1', 'RPS6KB1_S434', 'MTOR', 'MTOR_S2448'], ['GSK3B_S9', 'RPS6KB1', 'RPS6KB1_T412', 'MTOR', 'MTOR_S2448'], ['GSK3B_S9', 'EEF2K', 'EEF2K_S74', 'MTOR', 'MTOR_S2448'], ['GSK3B_S9', 'EEF2K', 'EEF2K_S72', 'MTOR', 'MTOR_S2448']]
SGK1 GSK3B_S9
SGK1 SGK1_S422
MTOR SGK1_S422
MTOR MTOR_S2448
PRKCB GSK3B_S9
PRKCB_T642 PRKCB
MTOR PRKCB_T642
MTOR MTOR_S2448
AKT1 GSK3B_S9
AKT1_S473 AKT1
MTOR AKT1_S473
MTOR MTOR_S2448
AKT1 GSK3B_S9
AKT1_T450 AKT1
MTOR AKT1_T450
MTOR MTOR_S2448
RPS6KB1 GSK3B_S9
RPS6KB1_T389 RPS6KB1
MTOR RPS6KB1_T389
MTOR MTOR_S2448
RPS6KB1 GSK3B_S9
RPS6KB1_S394 RPS6KB1
MTOR RPS6KB1_S394
MTOR MTOR_S2448
RPS6KB1 GSK3B_S9
RPS6KB1_S434 RPS6KB1
MTOR RPS6KB1_S434
MTOR MTOR_S2448
RPS6KB1 GSK3B_S9
RPS6KB1 RPS6KB1_T412
MTOR RPS6KB1_T412
MTOR MTOR_S2448
EEF2K GSK3B_S9
EEF2K_S74 EEF2K
MTOR EEF2K_S74
MTOR MTOR_S2448
EEF2K GSK3B_S9
EEF2K_S72 EEF2K
MTOR EEF2K_S72
MTOR MTOR_S2448
looking for paths in the network with length:  0  for node  GSK3B_S9  and  JUN_S63
looking for paths in the network with length:  1  for node  GSK3B_S9  and  JUN_S63
looking for paths in the network with length:  2  for node  GSK3B_S9  and  JUN_S63
looking for paths in the network with length:  3  for node  GSK3B_S9  and  JUN_S63
looking for paths in the network with length:  4  for node  GSK3B_S9  and  JUN_S63
looking for paths in the network with length:  5  for node  GSK3B_S9  and  JUN_S63
looking for paths in the network with length:  6  for node  GSK3B_S9  and  JUN_S63
looking for paths in the network with length:  7  for node  GSK3B_S9  and  JUN_S63
looking for paths in the network with length:  8  for node  GSK3B_S9  and  JUN_S63
looking for paths in the network with length:  9  for node  GSK3B_S9  and  JUN_S63
looking for paths in the network with length:  10  for node  GSK3B_S9  and  JUN_S63
i_search =  4
Looking for paths with length:  0  for node  GSK3B_S9  and  JUN_S63
i_search =  4
Looking for paths with length:  1  for node  GSK3B_S9  and  JUN_S63
i_search =  4
Looking for paths with length:  2  for node  GSK3B_S9  and  JUN_S63
i_search =  4
Looking for paths with length:  3  for node  GSK3B_S9  and  JUN_S63
i_search =  4
Looking for paths with length:  4  for node  GSK3B_S9  and  JUN_S63
looking for paths in the network with length:  0  for node  GSK3B_S9  and  MAPK3_T202
looking for paths in the network with length:  1  for node  GSK3B_S9  and  MAPK3_T202
looking for paths in the network with length:  2  for node  GSK3B_S9  and  MAPK3_T202
looking for paths in the network with length:  3  for node  GSK3B_S9  and  MAPK3_T202
looking for paths in the network with length:  4  for node  GSK3B_S9  and  MAPK3_T202
looking for paths in the network with length:  5  for node  GSK3B_S9  and  MAPK3_T202
looking for paths in the network with length:  6  for node  GSK3B_S9  and  MAPK3_T202
looking for paths in the network with length:  7  for node  GSK3B_S9  and  MAPK3_T202
looking for paths in the network with length:  8  for node  GSK3B_S9  and  MAPK3_T202
looking for paths in the network with length:  9  for node  GSK3B_S9  and  MAPK3_T202
looking for paths in the network with length:  10  for node  GSK3B_S9  and  MAPK3_T202
i_search =  4
Looking for paths with length:  0  for node  GSK3B_S9  and  MAPK3_T202
i_search =  4
Looking for paths with length:  1  for node  GSK3B_S9  and  MAPK3_T202
i_search =  4
Looking for paths with length:  2  for node  GSK3B_S9  and  MAPK3_T202
i_search =  4
Looking for paths with length:  3  for node  GSK3B_S9  and  MAPK3_T202
i_search =  4
Looking for paths with length:  4  for node  GSK3B_S9  and  MAPK3_T202
[['GSK3B_S9', 'GSK3B', 'GSK3B_T43', 'MAPK3', 'MAPK3_T202'], ['GSK3B_S9', 'RPS6KA1', 'RPS6KA1_S380', 'MAPK3', 'MAPK3_T202']]
GSK3B_S9 GSK3B
GSK3B_T43 GSK3B
MAPK3 GSK3B_T43
MAPK3_T202 MAPK3
RPS6KA1 GSK3B_S9
RPS6KA1 RPS6KA1_S380
MAPK3 RPS6KA1_S380
MAPK3_T202 MAPK3
looking for paths in the network with length:  0  for node  GSK3B_S9  and  MAPK3_Y204
looking for paths in the network with length:  1  for node  GSK3B_S9  and  MAPK3_Y204
looking for paths in the network with length:  2  for node  GSK3B_S9  and  MAPK3_Y204
looking for paths in the network with length:  3  for node  GSK3B_S9  and  MAPK3_Y204
looking for paths in the network with length:  4  for node  GSK3B_S9  and  MAPK3_Y204
looking for paths in the network with length:  5  for node  GSK3B_S9  and  MAPK3_Y204
looking for paths in the network with length:  6  for node  GSK3B_S9  and  MAPK3_Y204
looking for paths in the network with length:  7  for node  GSK3B_S9  and  MAPK3_Y204
looking for paths in the network with length:  8  for node  GSK3B_S9  and  MAPK3_Y204
looking for paths in the network with length:  9  for node  GSK3B_S9  and  MAPK3_Y204
looking for paths in the network with length:  10  for node  GSK3B_S9  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  0  for node  GSK3B_S9  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  1  for node  GSK3B_S9  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  2  for node  GSK3B_S9  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  3  for node  GSK3B_S9  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  4  for node  GSK3B_S9  and  MAPK3_Y204
[['GSK3B_S9', 'GSK3B', 'GSK3B_T43', 'MAPK3', 'MAPK3_Y204'], ['GSK3B_S9', 'RPS6KA1', 'RPS6KA1_S380', 'MAPK3', 'MAPK3_Y204']]
GSK3B_S9 GSK3B
GSK3B_T43 GSK3B
MAPK3 GSK3B_T43
MAPK3 MAPK3_Y204
RPS6KA1 GSK3B_S9
RPS6KA1 RPS6KA1_S380
MAPK3 RPS6KA1_S380
MAPK3 MAPK3_Y204
looking for paths in the network with length:  0  for node  AKT1_S473  and  HSPB1_S78
looking for paths in the network with length:  1  for node  AKT1_S473  and  HSPB1_S78
looking for paths in the network with length:  2  for node  AKT1_S473  and  HSPB1_S78
looking for paths in the network with length:  3  for node  AKT1_S473  and  HSPB1_S78
looking for paths in the network with length:  4  for node  AKT1_S473  and  HSPB1_S78
looking for paths in the network with length:  5  for node  AKT1_S473  and  HSPB1_S78
looking for paths in the network with length:  6  for node  AKT1_S473  and  HSPB1_S78
looking for paths in the network with length:  7  for node  AKT1_S473  and  HSPB1_S78
looking for paths in the network with length:  8  for node  AKT1_S473  and  HSPB1_S78
looking for paths in the network with length:  9  for node  AKT1_S473  and  HSPB1_S78
looking for paths in the network with length:  10  for node  AKT1_S473  and  HSPB1_S78
i_search =  4
Looking for paths with length:  0  for node  AKT1_S473  and  HSPB1_S78
i_search =  4
Looking for paths with length:  1  for node  AKT1_S473  and  HSPB1_S78
i_search =  4
Looking for paths with length:  2  for node  AKT1_S473  and  HSPB1_S78
i_search =  4
Looking for paths with length:  3  for node  AKT1_S473  and  HSPB1_S78
i_search =  4
Looking for paths with length:  4  for node  AKT1_S473  and  HSPB1_S78
looking for paths in the network with length:  0  for node  AKT1_S473  and  HSPB1_S82
looking for paths in the network with length:  1  for node  AKT1_S473  and  HSPB1_S82
looking for paths in the network with length:  2  for node  AKT1_S473  and  HSPB1_S82
looking for paths in the network with length:  3  for node  AKT1_S473  and  HSPB1_S82
looking for paths in the network with length:  4  for node  AKT1_S473  and  HSPB1_S82
looking for paths in the network with length:  5  for node  AKT1_S473  and  HSPB1_S82
looking for paths in the network with length:  6  for node  AKT1_S473  and  HSPB1_S82
looking for paths in the network with length:  7  for node  AKT1_S473  and  HSPB1_S82
looking for paths in the network with length:  8  for node  AKT1_S473  and  HSPB1_S82
looking for paths in the network with length:  9  for node  AKT1_S473  and  HSPB1_S82
looking for paths in the network with length:  10  for node  AKT1_S473  and  HSPB1_S82
i_search =  4
Looking for paths with length:  0  for node  AKT1_S473  and  HSPB1_S82
i_search =  4
Looking for paths with length:  1  for node  AKT1_S473  and  HSPB1_S82
i_search =  4
Looking for paths with length:  2  for node  AKT1_S473  and  HSPB1_S82
[['AKT1_S473', 'AKT1', 'HSPB1_S82']]
AKT1_S473 AKT1
AKT1 HSPB1_S82
looking for paths in the network with length:  0  for node  AKT1_S473  and  MAPK14_T180
looking for paths in the network with length:  1  for node  AKT1_S473  and  MAPK14_T180
looking for paths in the network with length:  2  for node  AKT1_S473  and  MAPK14_T180
looking for paths in the network with length:  3  for node  AKT1_S473  and  MAPK14_T180
looking for paths in the network with length:  4  for node  AKT1_S473  and  MAPK14_T180
looking for paths in the network with length:  5  for node  AKT1_S473  and  MAPK14_T180
looking for paths in the network with length:  6  for node  AKT1_S473  and  MAPK14_T180
looking for paths in the network with length:  7  for node  AKT1_S473  and  MAPK14_T180
looking for paths in the network with length:  8  for node  AKT1_S473  and  MAPK14_T180
looking for paths in the network with length:  9  for node  AKT1_S473  and  MAPK14_T180
looking for paths in the network with length:  10  for node  AKT1_S473  and  MAPK14_T180
i_search =  4
Looking for paths with length:  0  for node  AKT1_S473  and  MAPK14_T180
i_search =  4
Looking for paths with length:  1  for node  AKT1_S473  and  MAPK14_T180
i_search =  4
Looking for paths with length:  2  for node  AKT1_S473  and  MAPK14_T180
i_search =  4
Looking for paths with length:  3  for node  AKT1_S473  and  MAPK14_T180
i_search =  4
Looking for paths with length:  4  for node  AKT1_S473  and  MAPK14_T180
[['AKT1_S473', 'AKT1', 'MAP2K4_S80', 'MAP2K4', 'MAPK14_T180'], ['AKT1_S473', 'AKT1', 'MAP3K5_S83', 'MAP3K5', 'MAPK14_T180'], ['AKT1_S473', 'MAPKAPK2', 'MAPKAPK2_S272', 'MAPK14', 'MAPK14_T180'], ['AKT1_S473', 'MAPKAPK2', 'MAPKAPK2_T222', 'MAPK14', 'MAPK14_T180'], ['AKT1_S473', 'MAPKAPK2', 'MAPKAPK2_T334', 'MAPK14', 'MAPK14_T180']]
AKT1_S473 AKT1
AKT1 MAP2K4_S80
MAP2K4_S80 MAP2K4
MAP2K4 MAPK14_T180
AKT1_S473 AKT1
AKT1 MAP3K5_S83
MAP3K5_S83 MAP3K5
MAP3K5 MAPK14_T180
MAPKAPK2 AKT1_S473
MAPKAPK2_S272 MAPKAPK2
MAPK14 MAPKAPK2_S272
MAPK14_T180 MAPK14
MAPKAPK2 AKT1_S473
MAPKAPK2_T222 MAPKAPK2
MAPK14 MAPKAPK2_T222
MAPK14_T180 MAPK14
MAPKAPK2 AKT1_S473
MAPKAPK2_T334 MAPKAPK2
MAPK14 MAPKAPK2_T334
MAPK14_T180 MAPK14
looking for paths in the network with length:  0  for node  AKT1_S473  and  MAPK14_Y182
looking for paths in the network with length:  1  for node  AKT1_S473  and  MAPK14_Y182
looking for paths in the network with length:  2  for node  AKT1_S473  and  MAPK14_Y182
looking for paths in the network with length:  3  for node  AKT1_S473  and  MAPK14_Y182
looking for paths in the network with length:  4  for node  AKT1_S473  and  MAPK14_Y182
Found a path!
[['AKT1_S473', 'MAPKAPK2', 'MAPKAPK2_S272', 'MAPK14', 'MAPK14_Y182'], ['AKT1_S473', 'MAPKAPK2', 'MAPKAPK2_T222', 'MAPK14', 'MAPK14_Y182'], ['AKT1_S473', 'MAPKAPK2', 'MAPKAPK2_T334', 'MAPK14', 'MAPK14_Y182']]
looking for paths in the network with length:  0  for node  AKT1_S473  and  MAP2K1_S218
looking for paths in the network with length:  1  for node  AKT1_S473  and  MAP2K1_S218
looking for paths in the network with length:  2  for node  AKT1_S473  and  MAP2K1_S218
looking for paths in the network with length:  3  for node  AKT1_S473  and  MAP2K1_S218
looking for paths in the network with length:  4  for node  AKT1_S473  and  MAP2K1_S218
looking for paths in the network with length:  5  for node  AKT1_S473  and  MAP2K1_S218
looking for paths in the network with length:  6  for node  AKT1_S473  and  MAP2K1_S218
looking for paths in the network with length:  7  for node  AKT1_S473  and  MAP2K1_S218
looking for paths in the network with length:  8  for node  AKT1_S473  and  MAP2K1_S218
looking for paths in the network with length:  9  for node  AKT1_S473  and  MAP2K1_S218
looking for paths in the network with length:  10  for node  AKT1_S473  and  MAP2K1_S218
i_search =  4
Looking for paths with length:  0  for node  AKT1_S473  and  MAP2K1_S218
i_search =  4
Looking for paths with length:  1  for node  AKT1_S473  and  MAP2K1_S218
i_search =  4
Looking for paths with length:  2  for node  AKT1_S473  and  MAP2K1_S218
i_search =  4
Looking for paths with length:  3  for node  AKT1_S473  and  MAP2K1_S218
i_search =  4
Looking for paths with length:  4  for node  AKT1_S473  and  MAP2K1_S218
[['AKT1_S473', 'AKT1', 'BRAF_S365', 'BRAF', 'MAP2K1_S218'], ['AKT1_S473', 'AKT1', 'BRAF_S429', 'BRAF', 'MAP2K1_S218'], ['AKT1_S473', 'AKT1', 'RAF1_S259', 'RAF1', 'MAP2K1_S218']]
AKT1_S473 AKT1
AKT1 BRAF_S365
BRAF_S365 BRAF
BRAF MAP2K1_S218
AKT1_S473 AKT1
AKT1 BRAF_S429
BRAF_S429 BRAF
BRAF MAP2K1_S218
AKT1_S473 AKT1
AKT1 RAF1_S259
RAF1_S259 RAF1
RAF1 MAP2K1_S218
looking for paths in the network with length:  0  for node  AKT1_S473  and  MAP2K1_S222
looking for paths in the network with length:  1  for node  AKT1_S473  and  MAP2K1_S222
looking for paths in the network with length:  2  for node  AKT1_S473  and  MAP2K1_S222
looking for paths in the network with length:  3  for node  AKT1_S473  and  MAP2K1_S222
looking for paths in the network with length:  4  for node  AKT1_S473  and  MAP2K1_S222
looking for paths in the network with length:  5  for node  AKT1_S473  and  MAP2K1_S222
looking for paths in the network with length:  6  for node  AKT1_S473  and  MAP2K1_S222
looking for paths in the network with length:  7  for node  AKT1_S473  and  MAP2K1_S222
looking for paths in the network with length:  8  for node  AKT1_S473  and  MAP2K1_S222
looking for paths in the network with length:  9  for node  AKT1_S473  and  MAP2K1_S222
looking for paths in the network with length:  10  for node  AKT1_S473  and  MAP2K1_S222
i_search =  4
Looking for paths with length:  0  for node  AKT1_S473  and  MAP2K1_S222
i_search =  4
Looking for paths with length:  1  for node  AKT1_S473  and  MAP2K1_S222
i_search =  4
Looking for paths with length:  2  for node  AKT1_S473  and  MAP2K1_S222
i_search =  4
Looking for paths with length:  3  for node  AKT1_S473  and  MAP2K1_S222
i_search =  4
Looking for paths with length:  4  for node  AKT1_S473  and  MAP2K1_S222
[['AKT1_S473', 'AKT1', 'BRAF_S365', 'BRAF', 'MAP2K1_S222'], ['AKT1_S473', 'AKT1', 'BRAF_S429', 'BRAF', 'MAP2K1_S222'], ['AKT1_S473', 'AKT1', 'RAF1_S259', 'RAF1', 'MAP2K1_S222']]
AKT1_S473 AKT1
AKT1 BRAF_S365
BRAF_S365 BRAF
BRAF MAP2K1_S222
AKT1_S473 AKT1
AKT1 BRAF_S429
BRAF_S429 BRAF
BRAF MAP2K1_S222
AKT1_S473 AKT1
AKT1 RAF1_S259
RAF1_S259 RAF1
RAF1 MAP2K1_S222
looking for paths in the network with length:  0  for node  AKT1_S473  and  RPS6KA1_S380
looking for paths in the network with length:  1  for node  AKT1_S473  and  RPS6KA1_S380
looking for paths in the network with length:  2  for node  AKT1_S473  and  RPS6KA1_S380
looking for paths in the network with length:  3  for node  AKT1_S473  and  RPS6KA1_S380
looking for paths in the network with length:  4  for node  AKT1_S473  and  RPS6KA1_S380
looking for paths in the network with length:  5  for node  AKT1_S473  and  RPS6KA1_S380
looking for paths in the network with length:  6  for node  AKT1_S473  and  RPS6KA1_S380
looking for paths in the network with length:  7  for node  AKT1_S473  and  RPS6KA1_S380
looking for paths in the network with length:  8  for node  AKT1_S473  and  RPS6KA1_S380
looking for paths in the network with length:  9  for node  AKT1_S473  and  RPS6KA1_S380
looking for paths in the network with length:  10  for node  AKT1_S473  and  RPS6KA1_S380
i_search =  4
Looking for paths with length:  0  for node  AKT1_S473  and  RPS6KA1_S380
i_search =  4
Looking for paths with length:  1  for node  AKT1_S473  and  RPS6KA1_S380
i_search =  4
Looking for paths with length:  2  for node  AKT1_S473  and  RPS6KA1_S380
i_search =  4
Looking for paths with length:  3  for node  AKT1_S473  and  RPS6KA1_S380
i_search =  4
Looking for paths with length:  4  for node  AKT1_S473  and  RPS6KA1_S380
looking for paths in the network with length:  0  for node  AKT1_S473  and  MTOR_S2448
looking for paths in the network with length:  1  for node  AKT1_S473  and  MTOR_S2448
looking for paths in the network with length:  2  for node  AKT1_S473  and  MTOR_S2448
looking for paths in the network with length:  3  for node  AKT1_S473  and  MTOR_S2448
looking for paths in the network with length:  4  for node  AKT1_S473  and  MTOR_S2448
looking for paths in the network with length:  5  for node  AKT1_S473  and  MTOR_S2448
looking for paths in the network with length:  6  for node  AKT1_S473  and  MTOR_S2448
looking for paths in the network with length:  7  for node  AKT1_S473  and  MTOR_S2448
looking for paths in the network with length:  8  for node  AKT1_S473  and  MTOR_S2448
looking for paths in the network with length:  9  for node  AKT1_S473  and  MTOR_S2448
looking for paths in the network with length:  10  for node  AKT1_S473  and  MTOR_S2448
i_search =  4
Looking for paths with length:  0  for node  AKT1_S473  and  MTOR_S2448
i_search =  4
Looking for paths with length:  1  for node  AKT1_S473  and  MTOR_S2448
i_search =  4
Looking for paths with length:  2  for node  AKT1_S473  and  MTOR_S2448
[['AKT1_S473', 'AKT1', 'MTOR_S2448'], ['AKT1_S473', 'MTOR', 'MTOR_S2448']]
AKT1_S473 AKT1
AKT1 MTOR_S2448
MTOR AKT1_S473
MTOR MTOR_S2448
looking for paths in the network with length:  0  for node  AKT1_S473  and  JUN_S63
looking for paths in the network with length:  1  for node  AKT1_S473  and  JUN_S63
looking for paths in the network with length:  2  for node  AKT1_S473  and  JUN_S63
looking for paths in the network with length:  3  for node  AKT1_S473  and  JUN_S63
looking for paths in the network with length:  4  for node  AKT1_S473  and  JUN_S63
looking for paths in the network with length:  5  for node  AKT1_S473  and  JUN_S63
looking for paths in the network with length:  6  for node  AKT1_S473  and  JUN_S63
looking for paths in the network with length:  7  for node  AKT1_S473  and  JUN_S63
looking for paths in the network with length:  8  for node  AKT1_S473  and  JUN_S63
looking for paths in the network with length:  9  for node  AKT1_S473  and  JUN_S63
looking for paths in the network with length:  10  for node  AKT1_S473  and  JUN_S63
i_search =  4
Looking for paths with length:  0  for node  AKT1_S473  and  JUN_S63
i_search =  4
Looking for paths with length:  1  for node  AKT1_S473  and  JUN_S63
i_search =  4
Looking for paths with length:  2  for node  AKT1_S473  and  JUN_S63
i_search =  4
Looking for paths with length:  3  for node  AKT1_S473  and  JUN_S63
i_search =  4
Looking for paths with length:  4  for node  AKT1_S473  and  JUN_S63
looking for paths in the network with length:  0  for node  AKT1_S473  and  MAPK3_T202
looking for paths in the network with length:  1  for node  AKT1_S473  and  MAPK3_T202
looking for paths in the network with length:  2  for node  AKT1_S473  and  MAPK3_T202
looking for paths in the network with length:  3  for node  AKT1_S473  and  MAPK3_T202
looking for paths in the network with length:  4  for node  AKT1_S473  and  MAPK3_T202
looking for paths in the network with length:  5  for node  AKT1_S473  and  MAPK3_T202
looking for paths in the network with length:  6  for node  AKT1_S473  and  MAPK3_T202
looking for paths in the network with length:  7  for node  AKT1_S473  and  MAPK3_T202
looking for paths in the network with length:  8  for node  AKT1_S473  and  MAPK3_T202
looking for paths in the network with length:  9  for node  AKT1_S473  and  MAPK3_T202
looking for paths in the network with length:  10  for node  AKT1_S473  and  MAPK3_T202
i_search =  4
Looking for paths with length:  0  for node  AKT1_S473  and  MAPK3_T202
i_search =  4
Looking for paths with length:  1  for node  AKT1_S473  and  MAPK3_T202
i_search =  4
Looking for paths with length:  2  for node  AKT1_S473  and  MAPK3_T202
i_search =  4
Looking for paths with length:  3  for node  AKT1_S473  and  MAPK3_T202
i_search =  4
Looking for paths with length:  4  for node  AKT1_S473  and  MAPK3_T202
looking for paths in the network with length:  0  for node  AKT1_S473  and  MAPK3_Y204
looking for paths in the network with length:  1  for node  AKT1_S473  and  MAPK3_Y204
looking for paths in the network with length:  2  for node  AKT1_S473  and  MAPK3_Y204
looking for paths in the network with length:  3  for node  AKT1_S473  and  MAPK3_Y204
looking for paths in the network with length:  4  for node  AKT1_S473  and  MAPK3_Y204
looking for paths in the network with length:  5  for node  AKT1_S473  and  MAPK3_Y204
looking for paths in the network with length:  6  for node  AKT1_S473  and  MAPK3_Y204
looking for paths in the network with length:  7  for node  AKT1_S473  and  MAPK3_Y204
looking for paths in the network with length:  8  for node  AKT1_S473  and  MAPK3_Y204
looking for paths in the network with length:  9  for node  AKT1_S473  and  MAPK3_Y204
looking for paths in the network with length:  10  for node  AKT1_S473  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  0  for node  AKT1_S473  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  1  for node  AKT1_S473  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  2  for node  AKT1_S473  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  3  for node  AKT1_S473  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  4  for node  AKT1_S473  and  MAPK3_Y204
looking for paths in the network with length:  0  for node  HSPB1_S78  and  HSPB1_S82
looking for paths in the network with length:  1  for node  HSPB1_S78  and  HSPB1_S82
looking for paths in the network with length:  2  for node  HSPB1_S78  and  HSPB1_S82
looking for paths in the network with length:  3  for node  HSPB1_S78  and  HSPB1_S82
looking for paths in the network with length:  4  for node  HSPB1_S78  and  HSPB1_S82
looking for paths in the network with length:  5  for node  HSPB1_S78  and  HSPB1_S82
looking for paths in the network with length:  6  for node  HSPB1_S78  and  HSPB1_S82
looking for paths in the network with length:  7  for node  HSPB1_S78  and  HSPB1_S82
looking for paths in the network with length:  8  for node  HSPB1_S78  and  HSPB1_S82
looking for paths in the network with length:  9  for node  HSPB1_S78  and  HSPB1_S82
looking for paths in the network with length:  10  for node  HSPB1_S78  and  HSPB1_S82
i_search =  4
Looking for paths with length:  0  for node  HSPB1_S78  and  HSPB1_S82
i_search =  4
Looking for paths with length:  1  for node  HSPB1_S78  and  HSPB1_S82
i_search =  4
Looking for paths with length:  2  for node  HSPB1_S78  and  HSPB1_S82
i_search =  4
Looking for paths with length:  3  for node  HSPB1_S78  and  HSPB1_S82
i_search =  4
Looking for paths with length:  4  for node  HSPB1_S78  and  HSPB1_S82
looking for paths in the network with length:  0  for node  HSPB1_S78  and  MAPK14_T180
looking for paths in the network with length:  1  for node  HSPB1_S78  and  MAPK14_T180
looking for paths in the network with length:  2  for node  HSPB1_S78  and  MAPK14_T180
looking for paths in the network with length:  3  for node  HSPB1_S78  and  MAPK14_T180
looking for paths in the network with length:  4  for node  HSPB1_S78  and  MAPK14_T180
looking for paths in the network with length:  5  for node  HSPB1_S78  and  MAPK14_T180
looking for paths in the network with length:  6  for node  HSPB1_S78  and  MAPK14_T180
looking for paths in the network with length:  7  for node  HSPB1_S78  and  MAPK14_T180
looking for paths in the network with length:  8  for node  HSPB1_S78  and  MAPK14_T180
looking for paths in the network with length:  9  for node  HSPB1_S78  and  MAPK14_T180
looking for paths in the network with length:  10  for node  HSPB1_S78  and  MAPK14_T180
i_search =  4
Looking for paths with length:  0  for node  HSPB1_S78  and  MAPK14_T180
i_search =  4
Looking for paths with length:  1  for node  HSPB1_S78  and  MAPK14_T180
i_search =  4
Looking for paths with length:  2  for node  HSPB1_S78  and  MAPK14_T180
i_search =  4
Looking for paths with length:  3  for node  HSPB1_S78  and  MAPK14_T180
i_search =  4
Looking for paths with length:  4  for node  HSPB1_S78  and  MAPK14_T180
[['HSPB1_S78', 'MAPKAPK2', 'MAPKAPK2_S272', 'MAPK14', 'MAPK14_T180'], ['HSPB1_S78', 'MAPKAPK2', 'MAPKAPK2_T222', 'MAPK14', 'MAPK14_T180'], ['HSPB1_S78', 'MAPKAPK2', 'MAPKAPK2_T334', 'MAPK14', 'MAPK14_T180']]
MAPKAPK2 HSPB1_S78
MAPKAPK2_S272 MAPKAPK2
MAPK14 MAPKAPK2_S272
MAPK14_T180 MAPK14
MAPKAPK2 HSPB1_S78
MAPKAPK2_T222 MAPKAPK2
MAPK14 MAPKAPK2_T222
MAPK14_T180 MAPK14
MAPKAPK2 HSPB1_S78
MAPKAPK2_T334 MAPKAPK2
MAPK14 MAPKAPK2_T334
MAPK14_T180 MAPK14
looking for paths in the network with length:  0  for node  HSPB1_S78  and  MAPK14_Y182
looking for paths in the network with length:  1  for node  HSPB1_S78  and  MAPK14_Y182
looking for paths in the network with length:  2  for node  HSPB1_S78  and  MAPK14_Y182
looking for paths in the network with length:  3  for node  HSPB1_S78  and  MAPK14_Y182
looking for paths in the network with length:  4  for node  HSPB1_S78  and  MAPK14_Y182
Found a path!
[['HSPB1_S78', 'MAPKAPK2', 'MAPKAPK2_S272', 'MAPK14', 'MAPK14_Y182'], ['HSPB1_S78', 'MAPKAPK2', 'MAPKAPK2_T222', 'MAPK14', 'MAPK14_Y182'], ['HSPB1_S78', 'MAPKAPK2', 'MAPKAPK2_T334', 'MAPK14', 'MAPK14_Y182']]
looking for paths in the network with length:  0  for node  HSPB1_S78  and  MAP2K1_S218
looking for paths in the network with length:  1  for node  HSPB1_S78  and  MAP2K1_S218
looking for paths in the network with length:  2  for node  HSPB1_S78  and  MAP2K1_S218
looking for paths in the network with length:  3  for node  HSPB1_S78  and  MAP2K1_S218
looking for paths in the network with length:  4  for node  HSPB1_S78  and  MAP2K1_S218
looking for paths in the network with length:  5  for node  HSPB1_S78  and  MAP2K1_S218
looking for paths in the network with length:  6  for node  HSPB1_S78  and  MAP2K1_S218
looking for paths in the network with length:  7  for node  HSPB1_S78  and  MAP2K1_S218
looking for paths in the network with length:  8  for node  HSPB1_S78  and  MAP2K1_S218
looking for paths in the network with length:  9  for node  HSPB1_S78  and  MAP2K1_S218
looking for paths in the network with length:  10  for node  HSPB1_S78  and  MAP2K1_S218
i_search =  4
Looking for paths with length:  0  for node  HSPB1_S78  and  MAP2K1_S218
i_search =  4
Looking for paths with length:  1  for node  HSPB1_S78  and  MAP2K1_S218
i_search =  4
Looking for paths with length:  2  for node  HSPB1_S78  and  MAP2K1_S218
i_search =  4
Looking for paths with length:  3  for node  HSPB1_S78  and  MAP2K1_S218
i_search =  4
Looking for paths with length:  4  for node  HSPB1_S78  and  MAP2K1_S218
looking for paths in the network with length:  0  for node  HSPB1_S78  and  MAP2K1_S222
looking for paths in the network with length:  1  for node  HSPB1_S78  and  MAP2K1_S222
looking for paths in the network with length:  2  for node  HSPB1_S78  and  MAP2K1_S222
looking for paths in the network with length:  3  for node  HSPB1_S78  and  MAP2K1_S222
looking for paths in the network with length:  4  for node  HSPB1_S78  and  MAP2K1_S222
looking for paths in the network with length:  5  for node  HSPB1_S78  and  MAP2K1_S222
looking for paths in the network with length:  6  for node  HSPB1_S78  and  MAP2K1_S222
looking for paths in the network with length:  7  for node  HSPB1_S78  and  MAP2K1_S222
looking for paths in the network with length:  8  for node  HSPB1_S78  and  MAP2K1_S222
looking for paths in the network with length:  9  for node  HSPB1_S78  and  MAP2K1_S222
looking for paths in the network with length:  10  for node  HSPB1_S78  and  MAP2K1_S222
i_search =  4
Looking for paths with length:  0  for node  HSPB1_S78  and  MAP2K1_S222
i_search =  4
Looking for paths with length:  1  for node  HSPB1_S78  and  MAP2K1_S222
i_search =  4
Looking for paths with length:  2  for node  HSPB1_S78  and  MAP2K1_S222
i_search =  4
Looking for paths with length:  3  for node  HSPB1_S78  and  MAP2K1_S222
i_search =  4
Looking for paths with length:  4  for node  HSPB1_S78  and  MAP2K1_S222
looking for paths in the network with length:  0  for node  HSPB1_S78  and  RPS6KA1_S380
looking for paths in the network with length:  1  for node  HSPB1_S78  and  RPS6KA1_S380
looking for paths in the network with length:  2  for node  HSPB1_S78  and  RPS6KA1_S380
looking for paths in the network with length:  3  for node  HSPB1_S78  and  RPS6KA1_S380
looking for paths in the network with length:  4  for node  HSPB1_S78  and  RPS6KA1_S380
looking for paths in the network with length:  5  for node  HSPB1_S78  and  RPS6KA1_S380
looking for paths in the network with length:  6  for node  HSPB1_S78  and  RPS6KA1_S380
looking for paths in the network with length:  7  for node  HSPB1_S78  and  RPS6KA1_S380
looking for paths in the network with length:  8  for node  HSPB1_S78  and  RPS6KA1_S380
looking for paths in the network with length:  9  for node  HSPB1_S78  and  RPS6KA1_S380
looking for paths in the network with length:  10  for node  HSPB1_S78  and  RPS6KA1_S380
i_search =  4
Looking for paths with length:  0  for node  HSPB1_S78  and  RPS6KA1_S380
i_search =  4
Looking for paths with length:  1  for node  HSPB1_S78  and  RPS6KA1_S380
i_search =  4
Looking for paths with length:  2  for node  HSPB1_S78  and  RPS6KA1_S380
i_search =  4
Looking for paths with length:  3  for node  HSPB1_S78  and  RPS6KA1_S380
i_search =  4
Looking for paths with length:  4  for node  HSPB1_S78  and  RPS6KA1_S380
looking for paths in the network with length:  0  for node  HSPB1_S78  and  MTOR_S2448
looking for paths in the network with length:  1  for node  HSPB1_S78  and  MTOR_S2448
looking for paths in the network with length:  2  for node  HSPB1_S78  and  MTOR_S2448
looking for paths in the network with length:  3  for node  HSPB1_S78  and  MTOR_S2448
looking for paths in the network with length:  4  for node  HSPB1_S78  and  MTOR_S2448
looking for paths in the network with length:  5  for node  HSPB1_S78  and  MTOR_S2448
looking for paths in the network with length:  6  for node  HSPB1_S78  and  MTOR_S2448
looking for paths in the network with length:  7  for node  HSPB1_S78  and  MTOR_S2448
looking for paths in the network with length:  8  for node  HSPB1_S78  and  MTOR_S2448
looking for paths in the network with length:  9  for node  HSPB1_S78  and  MTOR_S2448
looking for paths in the network with length:  10  for node  HSPB1_S78  and  MTOR_S2448
i_search =  4
Looking for paths with length:  0  for node  HSPB1_S78  and  MTOR_S2448
i_search =  4
Looking for paths with length:  1  for node  HSPB1_S78  and  MTOR_S2448
i_search =  4
Looking for paths with length:  2  for node  HSPB1_S78  and  MTOR_S2448
i_search =  4
Looking for paths with length:  3  for node  HSPB1_S78  and  MTOR_S2448
i_search =  4
Looking for paths with length:  4  for node  HSPB1_S78  and  MTOR_S2448
looking for paths in the network with length:  0  for node  HSPB1_S78  and  JUN_S63
looking for paths in the network with length:  1  for node  HSPB1_S78  and  JUN_S63
looking for paths in the network with length:  2  for node  HSPB1_S78  and  JUN_S63
looking for paths in the network with length:  3  for node  HSPB1_S78  and  JUN_S63
looking for paths in the network with length:  4  for node  HSPB1_S78  and  JUN_S63
looking for paths in the network with length:  5  for node  HSPB1_S78  and  JUN_S63
looking for paths in the network with length:  6  for node  HSPB1_S78  and  JUN_S63
looking for paths in the network with length:  7  for node  HSPB1_S78  and  JUN_S63
looking for paths in the network with length:  8  for node  HSPB1_S78  and  JUN_S63
looking for paths in the network with length:  9  for node  HSPB1_S78  and  JUN_S63
looking for paths in the network with length:  10  for node  HSPB1_S78  and  JUN_S63
i_search =  4
Looking for paths with length:  0  for node  HSPB1_S78  and  JUN_S63
i_search =  4
Looking for paths with length:  1  for node  HSPB1_S78  and  JUN_S63
i_search =  4
Looking for paths with length:  2  for node  HSPB1_S78  and  JUN_S63
i_search =  4
Looking for paths with length:  3  for node  HSPB1_S78  and  JUN_S63
i_search =  4
Looking for paths with length:  4  for node  HSPB1_S78  and  JUN_S63
looking for paths in the network with length:  0  for node  HSPB1_S78  and  MAPK3_T202
looking for paths in the network with length:  1  for node  HSPB1_S78  and  MAPK3_T202
looking for paths in the network with length:  2  for node  HSPB1_S78  and  MAPK3_T202
looking for paths in the network with length:  3  for node  HSPB1_S78  and  MAPK3_T202
looking for paths in the network with length:  4  for node  HSPB1_S78  and  MAPK3_T202
looking for paths in the network with length:  5  for node  HSPB1_S78  and  MAPK3_T202
looking for paths in the network with length:  6  for node  HSPB1_S78  and  MAPK3_T202
looking for paths in the network with length:  7  for node  HSPB1_S78  and  MAPK3_T202
looking for paths in the network with length:  8  for node  HSPB1_S78  and  MAPK3_T202
looking for paths in the network with length:  9  for node  HSPB1_S78  and  MAPK3_T202
looking for paths in the network with length:  10  for node  HSPB1_S78  and  MAPK3_T202
i_search =  4
Looking for paths with length:  0  for node  HSPB1_S78  and  MAPK3_T202
i_search =  4
Looking for paths with length:  1  for node  HSPB1_S78  and  MAPK3_T202
i_search =  4
Looking for paths with length:  2  for node  HSPB1_S78  and  MAPK3_T202
i_search =  4
Looking for paths with length:  3  for node  HSPB1_S78  and  MAPK3_T202
i_search =  4
Looking for paths with length:  4  for node  HSPB1_S78  and  MAPK3_T202
looking for paths in the network with length:  0  for node  HSPB1_S78  and  MAPK3_Y204
looking for paths in the network with length:  1  for node  HSPB1_S78  and  MAPK3_Y204
looking for paths in the network with length:  2  for node  HSPB1_S78  and  MAPK3_Y204
looking for paths in the network with length:  3  for node  HSPB1_S78  and  MAPK3_Y204
looking for paths in the network with length:  4  for node  HSPB1_S78  and  MAPK3_Y204
looking for paths in the network with length:  5  for node  HSPB1_S78  and  MAPK3_Y204
looking for paths in the network with length:  6  for node  HSPB1_S78  and  MAPK3_Y204
looking for paths in the network with length:  7  for node  HSPB1_S78  and  MAPK3_Y204
looking for paths in the network with length:  8  for node  HSPB1_S78  and  MAPK3_Y204
looking for paths in the network with length:  9  for node  HSPB1_S78  and  MAPK3_Y204
looking for paths in the network with length:  10  for node  HSPB1_S78  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  0  for node  HSPB1_S78  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  1  for node  HSPB1_S78  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  2  for node  HSPB1_S78  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  3  for node  HSPB1_S78  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  4  for node  HSPB1_S78  and  MAPK3_Y204
looking for paths in the network with length:  0  for node  HSPB1_S82  and  MAPK14_T180
looking for paths in the network with length:  1  for node  HSPB1_S82  and  MAPK14_T180
looking for paths in the network with length:  2  for node  HSPB1_S82  and  MAPK14_T180
looking for paths in the network with length:  3  for node  HSPB1_S82  and  MAPK14_T180
looking for paths in the network with length:  4  for node  HSPB1_S82  and  MAPK14_T180
looking for paths in the network with length:  5  for node  HSPB1_S82  and  MAPK14_T180
looking for paths in the network with length:  6  for node  HSPB1_S82  and  MAPK14_T180
Found a path!
[['HSPB1_S82', 'AKT1', 'AKT1_S473', 'MAPKAPK2', 'MAPKAPK2_S272', 'MAPK14', 'MAPK14_T180'], ['HSPB1_S82', 'AKT1', 'AKT1_S473', 'MAPKAPK2', 'MAPKAPK2_T222', 'MAPK14', 'MAPK14_T180'], ['HSPB1_S82', 'AKT1', 'AKT1_S473', 'MAPKAPK2', 'MAPKAPK2_T334', 'MAPK14', 'MAPK14_T180']]
looking for paths in the network with length:  0  for node  HSPB1_S82  and  MAPK14_Y182
looking for paths in the network with length:  1  for node  HSPB1_S82  and  MAPK14_Y182
looking for paths in the network with length:  2  for node  HSPB1_S82  and  MAPK14_Y182
looking for paths in the network with length:  3  for node  HSPB1_S82  and  MAPK14_Y182
looking for paths in the network with length:  4  for node  HSPB1_S82  and  MAPK14_Y182
looking for paths in the network with length:  5  for node  HSPB1_S82  and  MAPK14_Y182
looking for paths in the network with length:  6  for node  HSPB1_S82  and  MAPK14_Y182
Found a path!
[['HSPB1_S82', 'AKT1', 'AKT1_S473', 'MAPKAPK2', 'MAPKAPK2_S272', 'MAPK14', 'MAPK14_Y182'], ['HSPB1_S82', 'AKT1', 'AKT1_S473', 'MAPKAPK2', 'MAPKAPK2_T222', 'MAPK14', 'MAPK14_Y182'], ['HSPB1_S82', 'AKT1', 'AKT1_S473', 'MAPKAPK2', 'MAPKAPK2_T334', 'MAPK14', 'MAPK14_Y182']]
looking for paths in the network with length:  0  for node  HSPB1_S82  and  MAP2K1_S218
looking for paths in the network with length:  1  for node  HSPB1_S82  and  MAP2K1_S218
looking for paths in the network with length:  2  for node  HSPB1_S82  and  MAP2K1_S218
looking for paths in the network with length:  3  for node  HSPB1_S82  and  MAP2K1_S218
looking for paths in the network with length:  4  for node  HSPB1_S82  and  MAP2K1_S218
looking for paths in the network with length:  5  for node  HSPB1_S82  and  MAP2K1_S218
looking for paths in the network with length:  6  for node  HSPB1_S82  and  MAP2K1_S218
looking for paths in the network with length:  7  for node  HSPB1_S82  and  MAP2K1_S218
looking for paths in the network with length:  8  for node  HSPB1_S82  and  MAP2K1_S218
looking for paths in the network with length:  9  for node  HSPB1_S82  and  MAP2K1_S218
looking for paths in the network with length:  10  for node  HSPB1_S82  and  MAP2K1_S218
i_search =  4
Looking for paths with length:  0  for node  HSPB1_S82  and  MAP2K1_S218
i_search =  4
Looking for paths with length:  1  for node  HSPB1_S82  and  MAP2K1_S218
i_search =  4
Looking for paths with length:  2  for node  HSPB1_S82  and  MAP2K1_S218
i_search =  4
Looking for paths with length:  3  for node  HSPB1_S82  and  MAP2K1_S218
i_search =  4
Looking for paths with length:  4  for node  HSPB1_S82  and  MAP2K1_S218
looking for paths in the network with length:  0  for node  HSPB1_S82  and  MAP2K1_S222
looking for paths in the network with length:  1  for node  HSPB1_S82  and  MAP2K1_S222
looking for paths in the network with length:  2  for node  HSPB1_S82  and  MAP2K1_S222
looking for paths in the network with length:  3  for node  HSPB1_S82  and  MAP2K1_S222
looking for paths in the network with length:  4  for node  HSPB1_S82  and  MAP2K1_S222
looking for paths in the network with length:  5  for node  HSPB1_S82  and  MAP2K1_S222
looking for paths in the network with length:  6  for node  HSPB1_S82  and  MAP2K1_S222
looking for paths in the network with length:  7  for node  HSPB1_S82  and  MAP2K1_S222
looking for paths in the network with length:  8  for node  HSPB1_S82  and  MAP2K1_S222
looking for paths in the network with length:  9  for node  HSPB1_S82  and  MAP2K1_S222
looking for paths in the network with length:  10  for node  HSPB1_S82  and  MAP2K1_S222
i_search =  4
Looking for paths with length:  0  for node  HSPB1_S82  and  MAP2K1_S222
i_search =  4
Looking for paths with length:  1  for node  HSPB1_S82  and  MAP2K1_S222
i_search =  4
Looking for paths with length:  2  for node  HSPB1_S82  and  MAP2K1_S222
i_search =  4
Looking for paths with length:  3  for node  HSPB1_S82  and  MAP2K1_S222
i_search =  4
Looking for paths with length:  4  for node  HSPB1_S82  and  MAP2K1_S222
looking for paths in the network with length:  0  for node  HSPB1_S82  and  RPS6KA1_S380
looking for paths in the network with length:  1  for node  HSPB1_S82  and  RPS6KA1_S380
looking for paths in the network with length:  2  for node  HSPB1_S82  and  RPS6KA1_S380
looking for paths in the network with length:  3  for node  HSPB1_S82  and  RPS6KA1_S380
looking for paths in the network with length:  4  for node  HSPB1_S82  and  RPS6KA1_S380
looking for paths in the network with length:  5  for node  HSPB1_S82  and  RPS6KA1_S380
looking for paths in the network with length:  6  for node  HSPB1_S82  and  RPS6KA1_S380
looking for paths in the network with length:  7  for node  HSPB1_S82  and  RPS6KA1_S380
looking for paths in the network with length:  8  for node  HSPB1_S82  and  RPS6KA1_S380
looking for paths in the network with length:  9  for node  HSPB1_S82  and  RPS6KA1_S380
looking for paths in the network with length:  10  for node  HSPB1_S82  and  RPS6KA1_S380
i_search =  4
Looking for paths with length:  0  for node  HSPB1_S82  and  RPS6KA1_S380
i_search =  4
Looking for paths with length:  1  for node  HSPB1_S82  and  RPS6KA1_S380
i_search =  4
Looking for paths with length:  2  for node  HSPB1_S82  and  RPS6KA1_S380
i_search =  4
Looking for paths with length:  3  for node  HSPB1_S82  and  RPS6KA1_S380
i_search =  4
Looking for paths with length:  4  for node  HSPB1_S82  and  RPS6KA1_S380
looking for paths in the network with length:  0  for node  HSPB1_S82  and  MTOR_S2448
looking for paths in the network with length:  1  for node  HSPB1_S82  and  MTOR_S2448
looking for paths in the network with length:  2  for node  HSPB1_S82  and  MTOR_S2448
looking for paths in the network with length:  3  for node  HSPB1_S82  and  MTOR_S2448
looking for paths in the network with length:  4  for node  HSPB1_S82  and  MTOR_S2448
looking for paths in the network with length:  5  for node  HSPB1_S82  and  MTOR_S2448
looking for paths in the network with length:  6  for node  HSPB1_S82  and  MTOR_S2448
looking for paths in the network with length:  7  for node  HSPB1_S82  and  MTOR_S2448
looking for paths in the network with length:  8  for node  HSPB1_S82  and  MTOR_S2448
looking for paths in the network with length:  9  for node  HSPB1_S82  and  MTOR_S2448
looking for paths in the network with length:  10  for node  HSPB1_S82  and  MTOR_S2448
i_search =  4
Looking for paths with length:  0  for node  HSPB1_S82  and  MTOR_S2448
i_search =  4
Looking for paths with length:  1  for node  HSPB1_S82  and  MTOR_S2448
i_search =  4
Looking for paths with length:  2  for node  HSPB1_S82  and  MTOR_S2448
i_search =  4
Looking for paths with length:  3  for node  HSPB1_S82  and  MTOR_S2448
i_search =  4
Looking for paths with length:  4  for node  HSPB1_S82  and  MTOR_S2448
[['HSPB1_S82', 'AKT1', 'AKT1_S473', 'MTOR', 'MTOR_S2448'], ['HSPB1_S82', 'AKT1', 'AKT1_T450', 'MTOR', 'MTOR_S2448']]
AKT1 HSPB1_S82
AKT1_S473 AKT1
MTOR AKT1_S473
MTOR MTOR_S2448
AKT1 HSPB1_S82
AKT1_T450 AKT1
MTOR AKT1_T450
MTOR MTOR_S2448
looking for paths in the network with length:  0  for node  HSPB1_S82  and  JUN_S63
looking for paths in the network with length:  1  for node  HSPB1_S82  and  JUN_S63
looking for paths in the network with length:  2  for node  HSPB1_S82  and  JUN_S63
looking for paths in the network with length:  3  for node  HSPB1_S82  and  JUN_S63
looking for paths in the network with length:  4  for node  HSPB1_S82  and  JUN_S63
looking for paths in the network with length:  5  for node  HSPB1_S82  and  JUN_S63
looking for paths in the network with length:  6  for node  HSPB1_S82  and  JUN_S63
looking for paths in the network with length:  7  for node  HSPB1_S82  and  JUN_S63
looking for paths in the network with length:  8  for node  HSPB1_S82  and  JUN_S63
looking for paths in the network with length:  9  for node  HSPB1_S82  and  JUN_S63
looking for paths in the network with length:  10  for node  HSPB1_S82  and  JUN_S63
i_search =  4
Looking for paths with length:  0  for node  HSPB1_S82  and  JUN_S63
i_search =  4
Looking for paths with length:  1  for node  HSPB1_S82  and  JUN_S63
i_search =  4
Looking for paths with length:  2  for node  HSPB1_S82  and  JUN_S63
i_search =  4
Looking for paths with length:  3  for node  HSPB1_S82  and  JUN_S63
i_search =  4
Looking for paths with length:  4  for node  HSPB1_S82  and  JUN_S63
looking for paths in the network with length:  0  for node  HSPB1_S82  and  MAPK3_T202
looking for paths in the network with length:  1  for node  HSPB1_S82  and  MAPK3_T202
looking for paths in the network with length:  2  for node  HSPB1_S82  and  MAPK3_T202
looking for paths in the network with length:  3  for node  HSPB1_S82  and  MAPK3_T202
looking for paths in the network with length:  4  for node  HSPB1_S82  and  MAPK3_T202
looking for paths in the network with length:  5  for node  HSPB1_S82  and  MAPK3_T202
looking for paths in the network with length:  6  for node  HSPB1_S82  and  MAPK3_T202
looking for paths in the network with length:  7  for node  HSPB1_S82  and  MAPK3_T202
looking for paths in the network with length:  8  for node  HSPB1_S82  and  MAPK3_T202
looking for paths in the network with length:  9  for node  HSPB1_S82  and  MAPK3_T202
looking for paths in the network with length:  10  for node  HSPB1_S82  and  MAPK3_T202
i_search =  4
Looking for paths with length:  0  for node  HSPB1_S82  and  MAPK3_T202
i_search =  4
Looking for paths with length:  1  for node  HSPB1_S82  and  MAPK3_T202
i_search =  4
Looking for paths with length:  2  for node  HSPB1_S82  and  MAPK3_T202
i_search =  4
Looking for paths with length:  3  for node  HSPB1_S82  and  MAPK3_T202
i_search =  4
Looking for paths with length:  4  for node  HSPB1_S82  and  MAPK3_T202
looking for paths in the network with length:  0  for node  HSPB1_S82  and  MAPK3_Y204
looking for paths in the network with length:  1  for node  HSPB1_S82  and  MAPK3_Y204
looking for paths in the network with length:  2  for node  HSPB1_S82  and  MAPK3_Y204
looking for paths in the network with length:  3  for node  HSPB1_S82  and  MAPK3_Y204
looking for paths in the network with length:  4  for node  HSPB1_S82  and  MAPK3_Y204
looking for paths in the network with length:  5  for node  HSPB1_S82  and  MAPK3_Y204
looking for paths in the network with length:  6  for node  HSPB1_S82  and  MAPK3_Y204
looking for paths in the network with length:  7  for node  HSPB1_S82  and  MAPK3_Y204
looking for paths in the network with length:  8  for node  HSPB1_S82  and  MAPK3_Y204
looking for paths in the network with length:  9  for node  HSPB1_S82  and  MAPK3_Y204
looking for paths in the network with length:  10  for node  HSPB1_S82  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  0  for node  HSPB1_S82  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  1  for node  HSPB1_S82  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  2  for node  HSPB1_S82  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  3  for node  HSPB1_S82  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  4  for node  HSPB1_S82  and  MAPK3_Y204
looking for paths in the network with length:  0  for node  MAPK14_T180  and  MAPK14_Y182
looking for paths in the network with length:  1  for node  MAPK14_T180  and  MAPK14_Y182
looking for paths in the network with length:  2  for node  MAPK14_T180  and  MAPK14_Y182
looking for paths in the network with length:  3  for node  MAPK14_T180  and  MAPK14_Y182
looking for paths in the network with length:  4  for node  MAPK14_T180  and  MAPK14_Y182
looking for paths in the network with length:  5  for node  MAPK14_T180  and  MAPK14_Y182
looking for paths in the network with length:  6  for node  MAPK14_T180  and  MAPK14_Y182
looking for paths in the network with length:  7  for node  MAPK14_T180  and  MAPK14_Y182
looking for paths in the network with length:  8  for node  MAPK14_T180  and  MAPK14_Y182
Found a path!
[['MAPK14_T180', 'MAP2K4', 'MAP2K4_S80', 'AKT1', 'AKT1_S473', 'MAPKAPK2', 'MAPKAPK2_S272', 'MAPK14', 'MAPK14_Y182'], ['MAPK14_T180', 'MAP2K4', 'MAP2K4_S80', 'AKT1', 'AKT1_S473', 'MAPKAPK2', 'MAPKAPK2_T222', 'MAPK14', 'MAPK14_Y182'], ['MAPK14_T180', 'MAP2K4', 'MAP2K4_S80', 'AKT1', 'AKT1_S473', 'MAPKAPK2', 'MAPKAPK2_T334', 'MAPK14', 'MAPK14_Y182'], ['MAPK14_T180', 'MAP3K5', 'MAP3K5_S83', 'AKT1', 'AKT1_S473', 'MAPKAPK2', 'MAPKAPK2_S272', 'MAPK14', 'MAPK14_Y182'], ['MAPK14_T180', 'MAP3K5', 'MAP3K5_S83', 'AKT1', 'AKT1_S473', 'MAPKAPK2', 'MAPKAPK2_T222', 'MAPK14', 'MAPK14_Y182'], ['MAPK14_T180', 'MAP3K5', 'MAP3K5_S83', 'AKT1', 'AKT1_S473', 'MAPKAPK2', 'MAPKAPK2_T334', 'MAPK14', 'MAPK14_Y182']]
looking for paths in the network with length:  0  for node  MAPK14_T180  and  MAP2K1_S218
looking for paths in the network with length:  1  for node  MAPK14_T180  and  MAP2K1_S218
looking for paths in the network with length:  2  for node  MAPK14_T180  and  MAP2K1_S218
looking for paths in the network with length:  3  for node  MAPK14_T180  and  MAP2K1_S218
looking for paths in the network with length:  4  for node  MAPK14_T180  and  MAP2K1_S218
looking for paths in the network with length:  5  for node  MAPK14_T180  and  MAP2K1_S218
looking for paths in the network with length:  6  for node  MAPK14_T180  and  MAP2K1_S218
looking for paths in the network with length:  7  for node  MAPK14_T180  and  MAP2K1_S218
looking for paths in the network with length:  8  for node  MAPK14_T180  and  MAP2K1_S218
Found a path!
[['MAPK14_T180', 'MAPK14', 'MAPKAPK2_T334', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'BRAF_S429', 'BRAF', 'MAP2K1_S218'], ['MAPK14_T180', 'MAPK14', 'MAPKAPK2_T334', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'RAF1_S259', 'RAF1', 'MAP2K1_S218'], ['MAPK14_T180', 'MAPK14', 'MAPKAPK2_T334', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'BRAF_S365', 'BRAF', 'MAP2K1_S218'], ['MAPK14_T180', 'MAPK14', 'MAPKAPK2_T222', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'BRAF_S429', 'BRAF', 'MAP2K1_S218'], ['MAPK14_T180', 'MAPK14', 'MAPKAPK2_T222', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'RAF1_S259', 'RAF1', 'MAP2K1_S218'], ['MAPK14_T180', 'MAPK14', 'MAPKAPK2_T222', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'BRAF_S365', 'BRAF', 'MAP2K1_S218'], ['MAPK14_T180', 'MAPK14', 'MAPKAPK2_S272', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'BRAF_S429', 'BRAF', 'MAP2K1_S218'], ['MAPK14_T180', 'MAPK14', 'MAPKAPK2_S272', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'RAF1_S259', 'RAF1', 'MAP2K1_S218'], ['MAPK14_T180', 'MAPK14', 'MAPKAPK2_S272', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'BRAF_S365', 'BRAF', 'MAP2K1_S218']]
looking for paths in the network with length:  0  for node  MAPK14_T180  and  MAP2K1_S222
looking for paths in the network with length:  1  for node  MAPK14_T180  and  MAP2K1_S222
looking for paths in the network with length:  2  for node  MAPK14_T180  and  MAP2K1_S222
looking for paths in the network with length:  3  for node  MAPK14_T180  and  MAP2K1_S222
looking for paths in the network with length:  4  for node  MAPK14_T180  and  MAP2K1_S222
looking for paths in the network with length:  5  for node  MAPK14_T180  and  MAP2K1_S222
looking for paths in the network with length:  6  for node  MAPK14_T180  and  MAP2K1_S222
looking for paths in the network with length:  7  for node  MAPK14_T180  and  MAP2K1_S222
looking for paths in the network with length:  8  for node  MAPK14_T180  and  MAP2K1_S222
Found a path!
[['MAPK14_T180', 'MAPK14', 'MAPKAPK2_T334', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'BRAF_S429', 'BRAF', 'MAP2K1_S222'], ['MAPK14_T180', 'MAPK14', 'MAPKAPK2_T334', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'RAF1_S259', 'RAF1', 'MAP2K1_S222'], ['MAPK14_T180', 'MAPK14', 'MAPKAPK2_T334', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'BRAF_S365', 'BRAF', 'MAP2K1_S222'], ['MAPK14_T180', 'MAPK14', 'MAPKAPK2_T222', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'BRAF_S429', 'BRAF', 'MAP2K1_S222'], ['MAPK14_T180', 'MAPK14', 'MAPKAPK2_T222', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'RAF1_S259', 'RAF1', 'MAP2K1_S222'], ['MAPK14_T180', 'MAPK14', 'MAPKAPK2_T222', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'BRAF_S365', 'BRAF', 'MAP2K1_S222'], ['MAPK14_T180', 'MAPK14', 'MAPKAPK2_S272', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'BRAF_S429', 'BRAF', 'MAP2K1_S222'], ['MAPK14_T180', 'MAPK14', 'MAPKAPK2_S272', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'RAF1_S259', 'RAF1', 'MAP2K1_S222'], ['MAPK14_T180', 'MAPK14', 'MAPKAPK2_S272', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'BRAF_S365', 'BRAF', 'MAP2K1_S222']]
looking for paths in the network with length:  0  for node  MAPK14_T180  and  RPS6KA1_S380
looking for paths in the network with length:  1  for node  MAPK14_T180  and  RPS6KA1_S380
looking for paths in the network with length:  2  for node  MAPK14_T180  and  RPS6KA1_S380
looking for paths in the network with length:  3  for node  MAPK14_T180  and  RPS6KA1_S380
looking for paths in the network with length:  4  for node  MAPK14_T180  and  RPS6KA1_S380
looking for paths in the network with length:  5  for node  MAPK14_T180  and  RPS6KA1_S380
looking for paths in the network with length:  6  for node  MAPK14_T180  and  RPS6KA1_S380
looking for paths in the network with length:  7  for node  MAPK14_T180  and  RPS6KA1_S380
looking for paths in the network with length:  8  for node  MAPK14_T180  and  RPS6KA1_S380
looking for paths in the network with length:  9  for node  MAPK14_T180  and  RPS6KA1_S380
looking for paths in the network with length:  10  for node  MAPK14_T180  and  RPS6KA1_S380
i_search =  4
Looking for paths with length:  0  for node  MAPK14_T180  and  RPS6KA1_S380
i_search =  4
Looking for paths with length:  1  for node  MAPK14_T180  and  RPS6KA1_S380
i_search =  4
Looking for paths with length:  2  for node  MAPK14_T180  and  RPS6KA1_S380
i_search =  4
Looking for paths with length:  3  for node  MAPK14_T180  and  RPS6KA1_S380
i_search =  4
Looking for paths with length:  4  for node  MAPK14_T180  and  RPS6KA1_S380
[['MAPK14_T180', 'MAPK14', 'MAPKAPK2_T334', 'MAPKAPK2', 'RPS6KA1_S380'], ['MAPK14_T180', 'MAPK14', 'MAPKAPK2_S272', 'MAPKAPK2', 'RPS6KA1_S380'], ['MAPK14_T180', 'MAPK14', 'MAPKAPK2_T222', 'MAPKAPK2', 'RPS6KA1_S380']]
MAPK14_T180 MAPK14
MAPK14 MAPKAPK2_T334
MAPKAPK2_T334 MAPKAPK2
MAPKAPK2 RPS6KA1_S380
MAPK14_T180 MAPK14
MAPK14 MAPKAPK2_S272
MAPKAPK2_S272 MAPKAPK2
MAPKAPK2 RPS6KA1_S380
MAPK14_T180 MAPK14
MAPK14 MAPKAPK2_T222
MAPKAPK2_T222 MAPKAPK2
MAPKAPK2 RPS6KA1_S380
looking for paths in the network with length:  0  for node  MAPK14_T180  and  MTOR_S2448
looking for paths in the network with length:  1  for node  MAPK14_T180  and  MTOR_S2448
looking for paths in the network with length:  2  for node  MAPK14_T180  and  MTOR_S2448
looking for paths in the network with length:  3  for node  MAPK14_T180  and  MTOR_S2448
looking for paths in the network with length:  4  for node  MAPK14_T180  and  MTOR_S2448
looking for paths in the network with length:  5  for node  MAPK14_T180  and  MTOR_S2448
looking for paths in the network with length:  6  for node  MAPK14_T180  and  MTOR_S2448
Found a path!
[['MAPK14_T180', 'MAPK14', 'MAPKAPK2_T334', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'MTOR_S2448'], ['MAPK14_T180', 'MAPK14', 'MAPKAPK2_T222', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'MTOR_S2448'], ['MAPK14_T180', 'MAPK14', 'MAPKAPK2_S272', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'MTOR_S2448']]
looking for paths in the network with length:  0  for node  MAPK14_T180  and  JUN_S63
looking for paths in the network with length:  1  for node  MAPK14_T180  and  JUN_S63
looking for paths in the network with length:  2  for node  MAPK14_T180  and  JUN_S63
looking for paths in the network with length:  3  for node  MAPK14_T180  and  JUN_S63
looking for paths in the network with length:  4  for node  MAPK14_T180  and  JUN_S63
looking for paths in the network with length:  5  for node  MAPK14_T180  and  JUN_S63
looking for paths in the network with length:  6  for node  MAPK14_T180  and  JUN_S63
looking for paths in the network with length:  7  for node  MAPK14_T180  and  JUN_S63
looking for paths in the network with length:  8  for node  MAPK14_T180  and  JUN_S63
looking for paths in the network with length:  9  for node  MAPK14_T180  and  JUN_S63
looking for paths in the network with length:  10  for node  MAPK14_T180  and  JUN_S63
i_search =  4
Looking for paths with length:  0  for node  MAPK14_T180  and  JUN_S63
i_search =  4
Looking for paths with length:  1  for node  MAPK14_T180  and  JUN_S63
i_search =  4
Looking for paths with length:  2  for node  MAPK14_T180  and  JUN_S63
i_search =  4
Looking for paths with length:  3  for node  MAPK14_T180  and  JUN_S63
i_search =  4
Looking for paths with length:  4  for node  MAPK14_T180  and  JUN_S63
looking for paths in the network with length:  0  for node  MAPK14_T180  and  MAPK3_T202
looking for paths in the network with length:  1  for node  MAPK14_T180  and  MAPK3_T202
looking for paths in the network with length:  2  for node  MAPK14_T180  and  MAPK3_T202
looking for paths in the network with length:  3  for node  MAPK14_T180  and  MAPK3_T202
looking for paths in the network with length:  4  for node  MAPK14_T180  and  MAPK3_T202
looking for paths in the network with length:  5  for node  MAPK14_T180  and  MAPK3_T202
looking for paths in the network with length:  6  for node  MAPK14_T180  and  MAPK3_T202
looking for paths in the network with length:  7  for node  MAPK14_T180  and  MAPK3_T202
looking for paths in the network with length:  8  for node  MAPK14_T180  and  MAPK3_T202
looking for paths in the network with length:  9  for node  MAPK14_T180  and  MAPK3_T202
looking for paths in the network with length:  10  for node  MAPK14_T180  and  MAPK3_T202
i_search =  4
Looking for paths with length:  0  for node  MAPK14_T180  and  MAPK3_T202
i_search =  4
Looking for paths with length:  1  for node  MAPK14_T180  and  MAPK3_T202
i_search =  4
Looking for paths with length:  2  for node  MAPK14_T180  and  MAPK3_T202
i_search =  4
Looking for paths with length:  3  for node  MAPK14_T180  and  MAPK3_T202
i_search =  4
Looking for paths with length:  4  for node  MAPK14_T180  and  MAPK3_T202
looking for paths in the network with length:  0  for node  MAPK14_T180  and  MAPK3_Y204
looking for paths in the network with length:  1  for node  MAPK14_T180  and  MAPK3_Y204
looking for paths in the network with length:  2  for node  MAPK14_T180  and  MAPK3_Y204
looking for paths in the network with length:  3  for node  MAPK14_T180  and  MAPK3_Y204
looking for paths in the network with length:  4  for node  MAPK14_T180  and  MAPK3_Y204
looking for paths in the network with length:  5  for node  MAPK14_T180  and  MAPK3_Y204
looking for paths in the network with length:  6  for node  MAPK14_T180  and  MAPK3_Y204
looking for paths in the network with length:  7  for node  MAPK14_T180  and  MAPK3_Y204
looking for paths in the network with length:  8  for node  MAPK14_T180  and  MAPK3_Y204
looking for paths in the network with length:  9  for node  MAPK14_T180  and  MAPK3_Y204
looking for paths in the network with length:  10  for node  MAPK14_T180  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  0  for node  MAPK14_T180  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  1  for node  MAPK14_T180  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  2  for node  MAPK14_T180  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  3  for node  MAPK14_T180  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  4  for node  MAPK14_T180  and  MAPK3_Y204
looking for paths in the network with length:  0  for node  MAPK14_Y182  and  MAP2K1_S218
looking for paths in the network with length:  1  for node  MAPK14_Y182  and  MAP2K1_S218
looking for paths in the network with length:  2  for node  MAPK14_Y182  and  MAP2K1_S218
looking for paths in the network with length:  3  for node  MAPK14_Y182  and  MAP2K1_S218
looking for paths in the network with length:  4  for node  MAPK14_Y182  and  MAP2K1_S218
looking for paths in the network with length:  5  for node  MAPK14_Y182  and  MAP2K1_S218
looking for paths in the network with length:  6  for node  MAPK14_Y182  and  MAP2K1_S218
looking for paths in the network with length:  7  for node  MAPK14_Y182  and  MAP2K1_S218
looking for paths in the network with length:  8  for node  MAPK14_Y182  and  MAP2K1_S218
Found a path!
[['MAPK14_Y182', 'MAPK14', 'MAPKAPK2_T334', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'BRAF_S429', 'BRAF', 'MAP2K1_S218'], ['MAPK14_Y182', 'MAPK14', 'MAPKAPK2_T334', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'RAF1_S259', 'RAF1', 'MAP2K1_S218'], ['MAPK14_Y182', 'MAPK14', 'MAPKAPK2_T334', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'BRAF_S365', 'BRAF', 'MAP2K1_S218'], ['MAPK14_Y182', 'MAPK14', 'MAPKAPK2_T222', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'BRAF_S429', 'BRAF', 'MAP2K1_S218'], ['MAPK14_Y182', 'MAPK14', 'MAPKAPK2_T222', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'RAF1_S259', 'RAF1', 'MAP2K1_S218'], ['MAPK14_Y182', 'MAPK14', 'MAPKAPK2_T222', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'BRAF_S365', 'BRAF', 'MAP2K1_S218'], ['MAPK14_Y182', 'MAPK14', 'MAPKAPK2_S272', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'BRAF_S429', 'BRAF', 'MAP2K1_S218'], ['MAPK14_Y182', 'MAPK14', 'MAPKAPK2_S272', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'RAF1_S259', 'RAF1', 'MAP2K1_S218'], ['MAPK14_Y182', 'MAPK14', 'MAPKAPK2_S272', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'BRAF_S365', 'BRAF', 'MAP2K1_S218']]
looking for paths in the network with length:  0  for node  MAPK14_Y182  and  MAP2K1_S222
looking for paths in the network with length:  1  for node  MAPK14_Y182  and  MAP2K1_S222
looking for paths in the network with length:  2  for node  MAPK14_Y182  and  MAP2K1_S222
looking for paths in the network with length:  3  for node  MAPK14_Y182  and  MAP2K1_S222
looking for paths in the network with length:  4  for node  MAPK14_Y182  and  MAP2K1_S222
looking for paths in the network with length:  5  for node  MAPK14_Y182  and  MAP2K1_S222
looking for paths in the network with length:  6  for node  MAPK14_Y182  and  MAP2K1_S222
looking for paths in the network with length:  7  for node  MAPK14_Y182  and  MAP2K1_S222
looking for paths in the network with length:  8  for node  MAPK14_Y182  and  MAP2K1_S222
Found a path!
[['MAPK14_Y182', 'MAPK14', 'MAPKAPK2_T334', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'BRAF_S429', 'BRAF', 'MAP2K1_S222'], ['MAPK14_Y182', 'MAPK14', 'MAPKAPK2_T334', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'RAF1_S259', 'RAF1', 'MAP2K1_S222'], ['MAPK14_Y182', 'MAPK14', 'MAPKAPK2_T334', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'BRAF_S365', 'BRAF', 'MAP2K1_S222'], ['MAPK14_Y182', 'MAPK14', 'MAPKAPK2_T222', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'BRAF_S429', 'BRAF', 'MAP2K1_S222'], ['MAPK14_Y182', 'MAPK14', 'MAPKAPK2_T222', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'RAF1_S259', 'RAF1', 'MAP2K1_S222'], ['MAPK14_Y182', 'MAPK14', 'MAPKAPK2_T222', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'BRAF_S365', 'BRAF', 'MAP2K1_S222'], ['MAPK14_Y182', 'MAPK14', 'MAPKAPK2_S272', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'BRAF_S429', 'BRAF', 'MAP2K1_S222'], ['MAPK14_Y182', 'MAPK14', 'MAPKAPK2_S272', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'RAF1_S259', 'RAF1', 'MAP2K1_S222'], ['MAPK14_Y182', 'MAPK14', 'MAPKAPK2_S272', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'BRAF_S365', 'BRAF', 'MAP2K1_S222']]
looking for paths in the network with length:  0  for node  MAPK14_Y182  and  RPS6KA1_S380
looking for paths in the network with length:  1  for node  MAPK14_Y182  and  RPS6KA1_S380
looking for paths in the network with length:  2  for node  MAPK14_Y182  and  RPS6KA1_S380
looking for paths in the network with length:  3  for node  MAPK14_Y182  and  RPS6KA1_S380
looking for paths in the network with length:  4  for node  MAPK14_Y182  and  RPS6KA1_S380
Found a path!
[['MAPK14_Y182', 'MAPK14', 'MAPKAPK2_T334', 'MAPKAPK2', 'RPS6KA1_S380'], ['MAPK14_Y182', 'MAPK14', 'MAPKAPK2_T222', 'MAPKAPK2', 'RPS6KA1_S380'], ['MAPK14_Y182', 'MAPK14', 'MAPKAPK2_S272', 'MAPKAPK2', 'RPS6KA1_S380']]
looking for paths in the network with length:  0  for node  MAPK14_Y182  and  MTOR_S2448
looking for paths in the network with length:  1  for node  MAPK14_Y182  and  MTOR_S2448
looking for paths in the network with length:  2  for node  MAPK14_Y182  and  MTOR_S2448
looking for paths in the network with length:  3  for node  MAPK14_Y182  and  MTOR_S2448
looking for paths in the network with length:  4  for node  MAPK14_Y182  and  MTOR_S2448
looking for paths in the network with length:  5  for node  MAPK14_Y182  and  MTOR_S2448
looking for paths in the network with length:  6  for node  MAPK14_Y182  and  MTOR_S2448
Found a path!
[['MAPK14_Y182', 'MAPK14', 'MAPKAPK2_T334', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'MTOR_S2448'], ['MAPK14_Y182', 'MAPK14', 'MAPKAPK2_T222', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'MTOR_S2448'], ['MAPK14_Y182', 'MAPK14', 'MAPKAPK2_S272', 'MAPKAPK2', 'AKT1_S473', 'AKT1', 'MTOR_S2448']]
looking for paths in the network with length:  0  for node  MAPK14_Y182  and  JUN_S63
looking for paths in the network with length:  1  for node  MAPK14_Y182  and  JUN_S63
looking for paths in the network with length:  2  for node  MAPK14_Y182  and  JUN_S63
looking for paths in the network with length:  3  for node  MAPK14_Y182  and  JUN_S63
looking for paths in the network with length:  4  for node  MAPK14_Y182  and  JUN_S63
looking for paths in the network with length:  5  for node  MAPK14_Y182  and  JUN_S63
looking for paths in the network with length:  6  for node  MAPK14_Y182  and  JUN_S63
looking for paths in the network with length:  7  for node  MAPK14_Y182  and  JUN_S63
looking for paths in the network with length:  8  for node  MAPK14_Y182  and  JUN_S63
looking for paths in the network with length:  9  for node  MAPK14_Y182  and  JUN_S63
looking for paths in the network with length:  10  for node  MAPK14_Y182  and  JUN_S63
i_search =  4
Looking for paths with length:  0  for node  MAPK14_Y182  and  JUN_S63
i_search =  4
Looking for paths with length:  1  for node  MAPK14_Y182  and  JUN_S63
i_search =  4
Looking for paths with length:  2  for node  MAPK14_Y182  and  JUN_S63
i_search =  4
Looking for paths with length:  3  for node  MAPK14_Y182  and  JUN_S63
i_search =  4
Looking for paths with length:  4  for node  MAPK14_Y182  and  JUN_S63
looking for paths in the network with length:  0  for node  MAPK14_Y182  and  MAPK3_T202
looking for paths in the network with length:  1  for node  MAPK14_Y182  and  MAPK3_T202
looking for paths in the network with length:  2  for node  MAPK14_Y182  and  MAPK3_T202
looking for paths in the network with length:  3  for node  MAPK14_Y182  and  MAPK3_T202
looking for paths in the network with length:  4  for node  MAPK14_Y182  and  MAPK3_T202
looking for paths in the network with length:  5  for node  MAPK14_Y182  and  MAPK3_T202
looking for paths in the network with length:  6  for node  MAPK14_Y182  and  MAPK3_T202
looking for paths in the network with length:  7  for node  MAPK14_Y182  and  MAPK3_T202
looking for paths in the network with length:  8  for node  MAPK14_Y182  and  MAPK3_T202
looking for paths in the network with length:  9  for node  MAPK14_Y182  and  MAPK3_T202
looking for paths in the network with length:  10  for node  MAPK14_Y182  and  MAPK3_T202
i_search =  4
Looking for paths with length:  0  for node  MAPK14_Y182  and  MAPK3_T202
i_search =  4
Looking for paths with length:  1  for node  MAPK14_Y182  and  MAPK3_T202
i_search =  4
Looking for paths with length:  2  for node  MAPK14_Y182  and  MAPK3_T202
i_search =  4
Looking for paths with length:  3  for node  MAPK14_Y182  and  MAPK3_T202
i_search =  4
Looking for paths with length:  4  for node  MAPK14_Y182  and  MAPK3_T202
looking for paths in the network with length:  0  for node  MAPK14_Y182  and  MAPK3_Y204
looking for paths in the network with length:  1  for node  MAPK14_Y182  and  MAPK3_Y204
looking for paths in the network with length:  2  for node  MAPK14_Y182  and  MAPK3_Y204
looking for paths in the network with length:  3  for node  MAPK14_Y182  and  MAPK3_Y204
looking for paths in the network with length:  4  for node  MAPK14_Y182  and  MAPK3_Y204
looking for paths in the network with length:  5  for node  MAPK14_Y182  and  MAPK3_Y204
looking for paths in the network with length:  6  for node  MAPK14_Y182  and  MAPK3_Y204
looking for paths in the network with length:  7  for node  MAPK14_Y182  and  MAPK3_Y204
looking for paths in the network with length:  8  for node  MAPK14_Y182  and  MAPK3_Y204
looking for paths in the network with length:  9  for node  MAPK14_Y182  and  MAPK3_Y204
looking for paths in the network with length:  10  for node  MAPK14_Y182  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  0  for node  MAPK14_Y182  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  1  for node  MAPK14_Y182  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  2  for node  MAPK14_Y182  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  3  for node  MAPK14_Y182  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  4  for node  MAPK14_Y182  and  MAPK3_Y204
looking for paths in the network with length:  0  for node  MAP2K1_S218  and  MAP2K1_S222
looking for paths in the network with length:  1  for node  MAP2K1_S218  and  MAP2K1_S222
looking for paths in the network with length:  2  for node  MAP2K1_S218  and  MAP2K1_S222
looking for paths in the network with length:  3  for node  MAP2K1_S218  and  MAP2K1_S222
looking for paths in the network with length:  4  for node  MAP2K1_S218  and  MAP2K1_S222
looking for paths in the network with length:  5  for node  MAP2K1_S218  and  MAP2K1_S222
looking for paths in the network with length:  6  for node  MAP2K1_S218  and  MAP2K1_S222
looking for paths in the network with length:  7  for node  MAP2K1_S218  and  MAP2K1_S222
looking for paths in the network with length:  8  for node  MAP2K1_S218  and  MAP2K1_S222
looking for paths in the network with length:  9  for node  MAP2K1_S218  and  MAP2K1_S222
looking for paths in the network with length:  10  for node  MAP2K1_S218  and  MAP2K1_S222
i_search =  4
Looking for paths with length:  0  for node  MAP2K1_S218  and  MAP2K1_S222
i_search =  4
Looking for paths with length:  1  for node  MAP2K1_S218  and  MAP2K1_S222
i_search =  4
Looking for paths with length:  2  for node  MAP2K1_S218  and  MAP2K1_S222
i_search =  4
Looking for paths with length:  3  for node  MAP2K1_S218  and  MAP2K1_S222
i_search =  4
Looking for paths with length:  4  for node  MAP2K1_S218  and  MAP2K1_S222
[['MAP2K1_S218', 'MAP2K1', 'RAF1_S338', 'RAF1', 'MAP2K1_S222'], ['MAP2K1_S218', 'RAF1', 'RAF1_S338', 'MAP2K1', 'MAP2K1_S222']]
MAP2K1_S218 MAP2K1
MAP2K1 RAF1_S338
RAF1_S338 RAF1
RAF1 MAP2K1_S222
RAF1 MAP2K1_S218
RAF1 RAF1_S338
MAP2K1 RAF1_S338
MAP2K1_S222 MAP2K1
looking for paths in the network with length:  0  for node  MAP2K1_S218  and  RPS6KA1_S380
looking for paths in the network with length:  1  for node  MAP2K1_S218  and  RPS6KA1_S380
looking for paths in the network with length:  2  for node  MAP2K1_S218  and  RPS6KA1_S380
looking for paths in the network with length:  3  for node  MAP2K1_S218  and  RPS6KA1_S380
looking for paths in the network with length:  4  for node  MAP2K1_S218  and  RPS6KA1_S380
looking for paths in the network with length:  5  for node  MAP2K1_S218  and  RPS6KA1_S380
looking for paths in the network with length:  6  for node  MAP2K1_S218  and  RPS6KA1_S380
looking for paths in the network with length:  7  for node  MAP2K1_S218  and  RPS6KA1_S380
looking for paths in the network with length:  8  for node  MAP2K1_S218  and  RPS6KA1_S380
looking for paths in the network with length:  9  for node  MAP2K1_S218  and  RPS6KA1_S380
looking for paths in the network with length:  10  for node  MAP2K1_S218  and  RPS6KA1_S380
i_search =  4
Looking for paths with length:  0  for node  MAP2K1_S218  and  RPS6KA1_S380
i_search =  4
Looking for paths with length:  1  for node  MAP2K1_S218  and  RPS6KA1_S380
i_search =  4
Looking for paths with length:  2  for node  MAP2K1_S218  and  RPS6KA1_S380
i_search =  4
Looking for paths with length:  3  for node  MAP2K1_S218  and  RPS6KA1_S380
i_search =  4
Looking for paths with length:  4  for node  MAP2K1_S218  and  RPS6KA1_S380
[['MAP2K1_S218', 'MAP2K1', 'MAPK3_T202', 'MAPK3', 'RPS6KA1_S380'], ['MAP2K1_S218', 'MAP2K1', 'MAPK3_T207', 'MAPK3', 'RPS6KA1_S380'], ['MAP2K1_S218', 'MAP2K1', 'MAPK3_Y204', 'MAPK3', 'RPS6KA1_S380']]
MAP2K1_S218 MAP2K1
MAP2K1 MAPK3_T202
MAPK3_T202 MAPK3
MAPK3 RPS6KA1_S380
MAP2K1_S218 MAP2K1
MAP2K1 MAPK3_T207
MAPK3_T207 MAPK3
MAPK3 RPS6KA1_S380
MAP2K1_S218 MAP2K1
MAP2K1 MAPK3_Y204
MAPK3_Y204 MAPK3
MAPK3 RPS6KA1_S380
looking for paths in the network with length:  0  for node  MAP2K1_S218  and  MTOR_S2448
looking for paths in the network with length:  1  for node  MAP2K1_S218  and  MTOR_S2448
looking for paths in the network with length:  2  for node  MAP2K1_S218  and  MTOR_S2448
looking for paths in the network with length:  3  for node  MAP2K1_S218  and  MTOR_S2448
looking for paths in the network with length:  4  for node  MAP2K1_S218  and  MTOR_S2448
looking for paths in the network with length:  5  for node  MAP2K1_S218  and  MTOR_S2448
looking for paths in the network with length:  6  for node  MAP2K1_S218  and  MTOR_S2448
looking for paths in the network with length:  7  for node  MAP2K1_S218  and  MTOR_S2448
looking for paths in the network with length:  8  for node  MAP2K1_S218  and  MTOR_S2448
looking for paths in the network with length:  9  for node  MAP2K1_S218  and  MTOR_S2448
looking for paths in the network with length:  10  for node  MAP2K1_S218  and  MTOR_S2448
i_search =  4
Looking for paths with length:  0  for node  MAP2K1_S218  and  MTOR_S2448
i_search =  4
Looking for paths with length:  1  for node  MAP2K1_S218  and  MTOR_S2448
i_search =  4
Looking for paths with length:  2  for node  MAP2K1_S218  and  MTOR_S2448
i_search =  4
Looking for paths with length:  3  for node  MAP2K1_S218  and  MTOR_S2448
i_search =  4
Looking for paths with length:  4  for node  MAP2K1_S218  and  MTOR_S2448
looking for paths in the network with length:  0  for node  MAP2K1_S218  and  JUN_S63
looking for paths in the network with length:  1  for node  MAP2K1_S218  and  JUN_S63
looking for paths in the network with length:  2  for node  MAP2K1_S218  and  JUN_S63
looking for paths in the network with length:  3  for node  MAP2K1_S218  and  JUN_S63
looking for paths in the network with length:  4  for node  MAP2K1_S218  and  JUN_S63
looking for paths in the network with length:  5  for node  MAP2K1_S218  and  JUN_S63
looking for paths in the network with length:  6  for node  MAP2K1_S218  and  JUN_S63
looking for paths in the network with length:  7  for node  MAP2K1_S218  and  JUN_S63
looking for paths in the network with length:  8  for node  MAP2K1_S218  and  JUN_S63
looking for paths in the network with length:  9  for node  MAP2K1_S218  and  JUN_S63
looking for paths in the network with length:  10  for node  MAP2K1_S218  and  JUN_S63
i_search =  4
Looking for paths with length:  0  for node  MAP2K1_S218  and  JUN_S63
i_search =  4
Looking for paths with length:  1  for node  MAP2K1_S218  and  JUN_S63
i_search =  4
Looking for paths with length:  2  for node  MAP2K1_S218  and  JUN_S63
i_search =  4
Looking for paths with length:  3  for node  MAP2K1_S218  and  JUN_S63
i_search =  4
Looking for paths with length:  4  for node  MAP2K1_S218  and  JUN_S63
[['MAP2K1_S218', 'MAP2K1', 'MAPK1_T185', 'MAPK1', 'JUN_S63'], ['MAP2K1_S218', 'MAP2K1', 'MAPK3_T202', 'MAPK3', 'JUN_S63'], ['MAP2K1_S218', 'MAP2K1', 'MAPK3_T207', 'MAPK3', 'JUN_S63'], ['MAP2K1_S218', 'MAP2K1', 'MAPK3_Y204', 'MAPK3', 'JUN_S63'], ['MAP2K1_S218', 'MAP2K1', 'MAPK1_Y187', 'MAPK1', 'JUN_S63']]
MAP2K1_S218 MAP2K1
MAP2K1 MAPK1_T185
MAPK1_T185 MAPK1
MAPK1 JUN_S63
MAP2K1_S218 MAP2K1
MAP2K1 MAPK3_T202
MAPK3_T202 MAPK3
MAPK3 JUN_S63
MAP2K1_S218 MAP2K1
MAP2K1 MAPK3_T207
MAPK3_T207 MAPK3
MAPK3 JUN_S63
MAP2K1_S218 MAP2K1
MAP2K1 MAPK3_Y204
MAPK3_Y204 MAPK3
MAPK3 JUN_S63
MAP2K1_S218 MAP2K1
MAP2K1 MAPK1_Y187
MAPK1_Y187 MAPK1
MAPK1 JUN_S63
looking for paths in the network with length:  0  for node  MAP2K1_S218  and  MAPK3_T202
looking for paths in the network with length:  1  for node  MAP2K1_S218  and  MAPK3_T202
looking for paths in the network with length:  2  for node  MAP2K1_S218  and  MAPK3_T202
Found a path!
[['MAP2K1_S218', 'MAP2K1', 'MAPK3_T202']]
looking for paths in the network with length:  0  for node  MAP2K1_S218  and  MAPK3_Y204
looking for paths in the network with length:  1  for node  MAP2K1_S218  and  MAPK3_Y204
looking for paths in the network with length:  2  for node  MAP2K1_S218  and  MAPK3_Y204
Found a path!
[['MAP2K1_S218', 'MAP2K1', 'MAPK3_Y204']]
looking for paths in the network with length:  0  for node  MAP2K1_S222  and  RPS6KA1_S380
looking for paths in the network with length:  1  for node  MAP2K1_S222  and  RPS6KA1_S380
looking for paths in the network with length:  2  for node  MAP2K1_S222  and  RPS6KA1_S380
looking for paths in the network with length:  3  for node  MAP2K1_S222  and  RPS6KA1_S380
looking for paths in the network with length:  4  for node  MAP2K1_S222  and  RPS6KA1_S380
Found a path!
[['MAP2K1_S222', 'MAP2K1', 'MAPK3_T202', 'MAPK3', 'RPS6KA1_S380'], ['MAP2K1_S222', 'MAP2K1', 'MAPK3_T207', 'MAPK3', 'RPS6KA1_S380'], ['MAP2K1_S222', 'MAP2K1', 'MAPK3_Y204', 'MAPK3', 'RPS6KA1_S380']]
looking for paths in the network with length:  0  for node  MAP2K1_S222  and  MTOR_S2448
looking for paths in the network with length:  1  for node  MAP2K1_S222  and  MTOR_S2448
looking for paths in the network with length:  2  for node  MAP2K1_S222  and  MTOR_S2448
looking for paths in the network with length:  3  for node  MAP2K1_S222  and  MTOR_S2448
looking for paths in the network with length:  4  for node  MAP2K1_S222  and  MTOR_S2448
looking for paths in the network with length:  5  for node  MAP2K1_S222  and  MTOR_S2448
looking for paths in the network with length:  6  for node  MAP2K1_S222  and  MTOR_S2448
looking for paths in the network with length:  7  for node  MAP2K1_S222  and  MTOR_S2448
looking for paths in the network with length:  8  for node  MAP2K1_S222  and  MTOR_S2448
looking for paths in the network with length:  9  for node  MAP2K1_S222  and  MTOR_S2448
looking for paths in the network with length:  10  for node  MAP2K1_S222  and  MTOR_S2448
i_search =  4
Looking for paths with length:  0  for node  MAP2K1_S222  and  MTOR_S2448
i_search =  4
Looking for paths with length:  1  for node  MAP2K1_S222  and  MTOR_S2448
i_search =  4
Looking for paths with length:  2  for node  MAP2K1_S222  and  MTOR_S2448
i_search =  4
Looking for paths with length:  3  for node  MAP2K1_S222  and  MTOR_S2448
i_search =  4
Looking for paths with length:  4  for node  MAP2K1_S222  and  MTOR_S2448
looking for paths in the network with length:  0  for node  MAP2K1_S222  and  JUN_S63
looking for paths in the network with length:  1  for node  MAP2K1_S222  and  JUN_S63
looking for paths in the network with length:  2  for node  MAP2K1_S222  and  JUN_S63
looking for paths in the network with length:  3  for node  MAP2K1_S222  and  JUN_S63
looking for paths in the network with length:  4  for node  MAP2K1_S222  and  JUN_S63
Found a path!
[['MAP2K1_S222', 'MAP2K1', 'MAPK1_T185', 'MAPK1', 'JUN_S63'], ['MAP2K1_S222', 'MAP2K1', 'MAPK3_T202', 'MAPK3', 'JUN_S63'], ['MAP2K1_S222', 'MAP2K1', 'MAPK3_T207', 'MAPK3', 'JUN_S63'], ['MAP2K1_S222', 'MAP2K1', 'MAPK3_Y204', 'MAPK3', 'JUN_S63'], ['MAP2K1_S222', 'MAP2K1', 'MAPK1_Y187', 'MAPK1', 'JUN_S63']]
looking for paths in the network with length:  0  for node  MAP2K1_S222  and  MAPK3_T202
looking for paths in the network with length:  1  for node  MAP2K1_S222  and  MAPK3_T202
looking for paths in the network with length:  2  for node  MAP2K1_S222  and  MAPK3_T202
Found a path!
[['MAP2K1_S222', 'MAP2K1', 'MAPK3_T202']]
looking for paths in the network with length:  0  for node  MAP2K1_S222  and  MAPK3_Y204
looking for paths in the network with length:  1  for node  MAP2K1_S222  and  MAPK3_Y204
looking for paths in the network with length:  2  for node  MAP2K1_S222  and  MAPK3_Y204
Found a path!
[['MAP2K1_S222', 'MAP2K1', 'MAPK3_Y204']]
looking for paths in the network with length:  0  for node  RPS6KA1_S380  and  MTOR_S2448
looking for paths in the network with length:  1  for node  RPS6KA1_S380  and  MTOR_S2448
looking for paths in the network with length:  2  for node  RPS6KA1_S380  and  MTOR_S2448
looking for paths in the network with length:  3  for node  RPS6KA1_S380  and  MTOR_S2448
looking for paths in the network with length:  4  for node  RPS6KA1_S380  and  MTOR_S2448
looking for paths in the network with length:  5  for node  RPS6KA1_S380  and  MTOR_S2448
looking for paths in the network with length:  6  for node  RPS6KA1_S380  and  MTOR_S2448
looking for paths in the network with length:  7  for node  RPS6KA1_S380  and  MTOR_S2448
looking for paths in the network with length:  8  for node  RPS6KA1_S380  and  MTOR_S2448
looking for paths in the network with length:  9  for node  RPS6KA1_S380  and  MTOR_S2448
looking for paths in the network with length:  10  for node  RPS6KA1_S380  and  MTOR_S2448
i_search =  4
Looking for paths with length:  0  for node  RPS6KA1_S380  and  MTOR_S2448
i_search =  4
Looking for paths with length:  1  for node  RPS6KA1_S380  and  MTOR_S2448
i_search =  4
Looking for paths with length:  2  for node  RPS6KA1_S380  and  MTOR_S2448
i_search =  4
Looking for paths with length:  3  for node  RPS6KA1_S380  and  MTOR_S2448
i_search =  4
Looking for paths with length:  4  for node  RPS6KA1_S380  and  MTOR_S2448
looking for paths in the network with length:  0  for node  RPS6KA1_S380  and  JUN_S63
looking for paths in the network with length:  1  for node  RPS6KA1_S380  and  JUN_S63
looking for paths in the network with length:  2  for node  RPS6KA1_S380  and  JUN_S63
looking for paths in the network with length:  3  for node  RPS6KA1_S380  and  JUN_S63
looking for paths in the network with length:  4  for node  RPS6KA1_S380  and  JUN_S63
looking for paths in the network with length:  5  for node  RPS6KA1_S380  and  JUN_S63
looking for paths in the network with length:  6  for node  RPS6KA1_S380  and  JUN_S63
looking for paths in the network with length:  7  for node  RPS6KA1_S380  and  JUN_S63
looking for paths in the network with length:  8  for node  RPS6KA1_S380  and  JUN_S63
looking for paths in the network with length:  9  for node  RPS6KA1_S380  and  JUN_S63
looking for paths in the network with length:  10  for node  RPS6KA1_S380  and  JUN_S63
i_search =  4
Looking for paths with length:  0  for node  RPS6KA1_S380  and  JUN_S63
i_search =  4
Looking for paths with length:  1  for node  RPS6KA1_S380  and  JUN_S63
i_search =  4
Looking for paths with length:  2  for node  RPS6KA1_S380  and  JUN_S63
i_search =  4
Looking for paths with length:  3  for node  RPS6KA1_S380  and  JUN_S63
i_search =  4
Looking for paths with length:  4  for node  RPS6KA1_S380  and  JUN_S63
looking for paths in the network with length:  0  for node  RPS6KA1_S380  and  MAPK3_T202
looking for paths in the network with length:  1  for node  RPS6KA1_S380  and  MAPK3_T202
looking for paths in the network with length:  2  for node  RPS6KA1_S380  and  MAPK3_T202
Found a path!
[['RPS6KA1_S380', 'MAPK3', 'MAPK3_T202']]
looking for paths in the network with length:  0  for node  RPS6KA1_S380  and  MAPK3_Y204
looking for paths in the network with length:  1  for node  RPS6KA1_S380  and  MAPK3_Y204
looking for paths in the network with length:  2  for node  RPS6KA1_S380  and  MAPK3_Y204
Found a path!
[['RPS6KA1_S380', 'MAPK3', 'MAPK3_Y204']]
looking for paths in the network with length:  0  for node  MTOR_S2448  and  JUN_S63
looking for paths in the network with length:  1  for node  MTOR_S2448  and  JUN_S63
looking for paths in the network with length:  2  for node  MTOR_S2448  and  JUN_S63
looking for paths in the network with length:  3  for node  MTOR_S2448  and  JUN_S63
looking for paths in the network with length:  4  for node  MTOR_S2448  and  JUN_S63
looking for paths in the network with length:  5  for node  MTOR_S2448  and  JUN_S63
looking for paths in the network with length:  6  for node  MTOR_S2448  and  JUN_S63
looking for paths in the network with length:  7  for node  MTOR_S2448  and  JUN_S63
looking for paths in the network with length:  8  for node  MTOR_S2448  and  JUN_S63
looking for paths in the network with length:  9  for node  MTOR_S2448  and  JUN_S63
looking for paths in the network with length:  10  for node  MTOR_S2448  and  JUN_S63
i_search =  4
Looking for paths with length:  0  for node  MTOR_S2448  and  JUN_S63
i_search =  4
Looking for paths with length:  1  for node  MTOR_S2448  and  JUN_S63
i_search =  4
Looking for paths with length:  2  for node  MTOR_S2448  and  JUN_S63
i_search =  4
Looking for paths with length:  3  for node  MTOR_S2448  and  JUN_S63
i_search =  4
Looking for paths with length:  4  for node  MTOR_S2448  and  JUN_S63
looking for paths in the network with length:  0  for node  MTOR_S2448  and  MAPK3_T202
looking for paths in the network with length:  1  for node  MTOR_S2448  and  MAPK3_T202
looking for paths in the network with length:  2  for node  MTOR_S2448  and  MAPK3_T202
looking for paths in the network with length:  3  for node  MTOR_S2448  and  MAPK3_T202
looking for paths in the network with length:  4  for node  MTOR_S2448  and  MAPK3_T202
looking for paths in the network with length:  5  for node  MTOR_S2448  and  MAPK3_T202
looking for paths in the network with length:  6  for node  MTOR_S2448  and  MAPK3_T202
looking for paths in the network with length:  7  for node  MTOR_S2448  and  MAPK3_T202
looking for paths in the network with length:  8  for node  MTOR_S2448  and  MAPK3_T202
looking for paths in the network with length:  9  for node  MTOR_S2448  and  MAPK3_T202
looking for paths in the network with length:  10  for node  MTOR_S2448  and  MAPK3_T202
i_search =  4
Looking for paths with length:  0  for node  MTOR_S2448  and  MAPK3_T202
i_search =  4
Looking for paths with length:  1  for node  MTOR_S2448  and  MAPK3_T202
i_search =  4
Looking for paths with length:  2  for node  MTOR_S2448  and  MAPK3_T202
i_search =  4
Looking for paths with length:  3  for node  MTOR_S2448  and  MAPK3_T202
i_search =  4
Looking for paths with length:  4  for node  MTOR_S2448  and  MAPK3_T202
looking for paths in the network with length:  0  for node  MTOR_S2448  and  MAPK3_Y204
looking for paths in the network with length:  1  for node  MTOR_S2448  and  MAPK3_Y204
looking for paths in the network with length:  2  for node  MTOR_S2448  and  MAPK3_Y204
looking for paths in the network with length:  3  for node  MTOR_S2448  and  MAPK3_Y204
looking for paths in the network with length:  4  for node  MTOR_S2448  and  MAPK3_Y204
looking for paths in the network with length:  5  for node  MTOR_S2448  and  MAPK3_Y204
looking for paths in the network with length:  6  for node  MTOR_S2448  and  MAPK3_Y204
looking for paths in the network with length:  7  for node  MTOR_S2448  and  MAPK3_Y204
looking for paths in the network with length:  8  for node  MTOR_S2448  and  MAPK3_Y204
looking for paths in the network with length:  9  for node  MTOR_S2448  and  MAPK3_Y204
looking for paths in the network with length:  10  for node  MTOR_S2448  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  0  for node  MTOR_S2448  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  1  for node  MTOR_S2448  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  2  for node  MTOR_S2448  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  3  for node  MTOR_S2448  and  MAPK3_Y204
i_search =  4
Looking for paths with length:  4  for node  MTOR_S2448  and  MAPK3_Y204
looking for paths in the network with length:  0  for node  JUN_S63  and  MAPK3_T202
looking for paths in the network with length:  1  for node  JUN_S63  and  MAPK3_T202
looking for paths in the network with length:  2  for node  JUN_S63  and  MAPK3_T202
Found a path!
[['JUN_S63', 'MAPK3', 'MAPK3_T202']]
looking for paths in the network with length:  0  for node  JUN_S63  and  MAPK3_Y204
looking for paths in the network with length:  1  for node  JUN_S63  and  MAPK3_Y204
looking for paths in the network with length:  2  for node  JUN_S63  and  MAPK3_Y204
Found a path!
[['JUN_S63', 'MAPK3', 'MAPK3_Y204']]
looking for paths in the network with length:  0  for node  MAPK3_T202  and  MAPK3_Y204
looking for paths in the network with length:  1  for node  MAPK3_T202  and  MAPK3_Y204
looking for paths in the network with length:  2  for node  MAPK3_T202  and  MAPK3_Y204
Found a path!
[['MAPK3_T202', 'MAPK3', 'MAPK3_Y204']]
CPU times: user 1min 57s, sys: 201 ms, total: 1min 57s
Wall time: 1min 57s
[8]:
visualizer1 = NetworkVisualizer(new_net1, color_by='effect')
visualizer1.render()
../_images/notebooks_3_build_phosphosite_network_12_0.svg