Pathway Name Avg Num Perturbations Total Perturbations Num Entities Min Mean Truth Max Mean Truth Min Mean Within Max Mean Within Min Mean Any Max Mean Within Signaling events mediated by Stem cell factor receptor (c-Kit) 20.0 1579.0 78.0 -0.258 0.083 1000.0 -1000.0 -0.039 -1000.0 Ephrin A reverse signaling 19.0 135.0 7.0 -0.027 0.0 1000.0 -1000.0 0.0 -1000.0 E-cadherin signaling events 19.0 98.0 5.0 -0.063 0.03 1000.0 -1000.0 0.022 -1000.0 IL4-mediated signaling events 17.0 1552.0 91.0 -0.494 0.401 1000.0 -1000.0 -0.075 -1000.0 TCR signaling in naïve CD8+ T cells 17.0 1663.0 93.0 -0.221 0.163 1000.0 -1000.0 -0.028 -1000.0 IL23-mediated signaling events 17.0 1035.0 60.0 -0.326 0.03 1000.0 -1000.0 -0.063 -1000.0 E-cadherin signaling in the nascent adherens junction 16.0 1221.0 76.0 -0.116 0.046 1000.0 -1000.0 -0.032 -1000.0 Signaling events regulated by Ret tyrosine kinase 15.0 1301.0 82.0 -0.057 0.031 1000.0 -1000.0 -0.025 -1000.0 IL12-mediated signaling events 13.0 1181.0 87.0 -0.286 0.071 1000.0 -1000.0 -0.039 -1000.0 Endothelins 13.0 1282.0 96.0 -0.127 0.068 1000.0 -1000.0 -0.021 -1000.0 Calcineurin-regulated NFAT-dependent transcription in lymphocytes 13.0 890.0 68.0 -0.267 0.074 1000.0 -1000.0 -0.035 -1000.0 Stabilization and expansion of the E-cadherin adherens junction 13.0 962.0 74.0 -0.063 0.068 1000.0 -1000.0 -0.049 -1000.0 BCR signaling pathway 12.0 1279.0 99.0 -0.157 0.039 1000.0 -1000.0 -0.037 -1000.0 E-cadherin signaling in keratinocytes 12.0 550.0 43.0 -0.069 0.032 1000.0 -1000.0 -0.01 -1000.0 Noncanonical Wnt signaling pathway 11.0 293.0 26.0 -0.042 0.029 1000.0 -1000.0 -0.014 -1000.0 Angiopoietin receptor Tie2-mediated signaling 11.0 1015.0 88.0 -0.167 0.042 1000.0 -1000.0 -0.048 -1000.0 EPHB forward signaling 10.0 927.0 85.0 -0.051 0.05 1000.0 -1000.0 -0.037 -1000.0 Wnt signaling 10.0 73.0 7.0 -0.033 0.026 1000.0 -1000.0 0.004 -1000.0 S1P4 pathway 10.0 252.0 25.0 -0.042 0.036 1000.0 -1000.0 -0.011 -1000.0 Syndecan-1-mediated signaling events 9.0 313.0 34.0 -0.037 0.031 1000.0 -1000.0 -0.015 -1000.0 Thromboxane A2 receptor signaling 9.0 976.0 105.0 -0.075 0.036 1000.0 -1000.0 -0.023 -1000.0 p75(NTR)-mediated signaling 9.0 1133.0 125.0 -0.051 0.077 1000.0 -1000.0 -0.036 -1000.0 Glypican 1 network 9.0 449.0 48.0 -0.037 0.048 1000.0 -1000.0 -0.022 -1000.0 Nectin adhesion pathway 9.0 609.0 63.0 -0.074 0.046 1000.0 -1000.0 -0.028 -1000.0 Ephrin B reverse signaling 9.0 471.0 48.0 -0.08 0.04 1000.0 -1000.0 -0.035 -1000.0 FAS signaling pathway (CD95) 9.0 440.0 47.0 -0.042 0.039 1000.0 -1000.0 -0.022 -1000.0 Integrins in angiogenesis 9.0 825.0 84.0 -0.102 0.059 1000.0 -1000.0 -0.019 -1000.0 LPA receptor mediated events 9.0 987.0 102.0 -0.09 0.035 1000.0 -1000.0 -0.057 -1000.0 EGFR-dependent Endothelin signaling events 9.0 202.0 21.0 -0.036 0.041 1000.0 -1000.0 -0.026 -1000.0 Caspase cascade in apoptosis 8.0 624.0 74.0 -0.062 0.045 1000.0 -1000.0 -0.03 -1000.0 Glucocorticoid receptor regulatory network 8.0 964.0 114.0 -0.224 0.112 1000.0 -1000.0 -0.035 -1000.0 Calcium signaling in the CD4+ TCR pathway 8.0 251.0 31.0 -0.073 0.03 1000.0 -1000.0 -0.024 -1000.0 Osteopontin-mediated events 7.0 294.0 38.0 -0.048 0.038 1000.0 -1000.0 -0.016 -1000.0 JNK signaling in the CD4+ TCR pathway 7.0 133.0 17.0 -0.068 0.038 1000.0 -1000.0 -0.013 -1000.0 HIF-1-alpha transcription factor network 7.0 536.0 76.0 -0.015 0.078 1000.0 -1000.0 -0.009 -1000.0 Arf6 signaling events 7.0 479.0 62.0 -0.036 0.063 1000.0 -1000.0 -0.022 -1000.0 Signaling events mediated by PTP1B 7.0 536.0 76.0 -0.066 0.047 1000.0 -1000.0 -0.02 -1000.0 BMP receptor signaling 7.0 581.0 81.0 -0.049 0.052 1000.0 -1000.0 -0.009 -1000.0 Fc-epsilon receptor I signaling in mast cells 7.0 766.0 97.0 -0.05 0.051 1000.0 -1000.0 -0.035 -1000.0 amb2 Integrin signaling 7.0 614.0 82.0 -0.047 0.05 1000.0 -1000.0 -0.012 -1000.0 Ceramide signaling pathway 7.0 602.0 76.0 -0.043 0.061 1000.0 -1000.0 -0.015 -1000.0 S1P5 pathway 7.0 122.0 17.0 -0.03 0.035 1000.0 -1000.0 -0.006 -1000.0 IL2 signaling events mediated by PI3K 7.0 435.0 58.0 -0.088 0.04 1000.0 -1000.0 -0.032 -1000.0 Signaling mediated by p38-alpha and p38-beta 7.0 311.0 44.0 -0.055 0.039 1000.0 -1000.0 -0.005 -1000.0 HIV-1 Nef: Negative effector of Fas and TNF-alpha 7.0 316.0 45.0 -0.05 0.057 1000.0 -1000.0 -0.027 -1000.0 Effects of Botulinum toxin 7.0 200.0 26.0 -0.025 0.045 1000.0 -1000.0 -0.001 -1000.0 Glypican 2 network 7.0 31.0 4.0 0.016 0.021 1000.0 -1000.0 0.024 -1000.0 TCGA08_retinoblastoma 7.0 60.0 8.0 -0.008 0.039 1000.0 -1000.0 -0.005 -1000.0 Plasma membrane estrogen receptor signaling 7.0 622.0 86.0 -0.13 0.07 1000.0 -1000.0 -0.029 -1000.0 Class IB PI3K non-lipid kinase events 7.0 21.0 3.0 -0.011 0.011 1000.0 -1000.0 -0.021 -1000.0 Signaling events mediated by the Hedgehog family 6.0 352.0 52.0 -0.033 0.041 1000.0 -1000.0 -0.022 -1000.0 a4b1 and a4b7 Integrin signaling 6.0 32.0 5.0 0.008 0.026 1000.0 -1000.0 0.021 -1000.0 Reelin signaling pathway 6.0 368.0 56.0 -0.016 0.062 1000.0 -1000.0 -0.014 -1000.0 TRAIL signaling pathway 6.0 320.0 48.0 -0.023 0.051 1000.0 -1000.0 -0.018 -1000.0 ceramide signaling pathway 6.0 300.0 49.0 -0.028 0.044 1000.0 -1000.0 -0.026 -1000.0 RXR and RAR heterodimerization with other nuclear receptor 6.0 354.0 52.0 -0.071 0.069 1000.0 -1000.0 -0.026 -1000.0 IL27-mediated signaling events 6.0 348.0 51.0 -0.165 0.08 1000.0 -1000.0 -0.042 -1000.0 Class I PI3K signaling events 6.0 467.0 73.0 -0.114 0.053 1000.0 -1000.0 -0.02 -1000.0 Syndecan-4-mediated signaling events 6.0 445.0 67.0 -0.031 0.042 1000.0 -1000.0 -0.026 -1000.0 Ras signaling in the CD4+ TCR pathway 6.0 114.0 17.0 -0.029 0.055 1000.0 -1000.0 -0.019 -1000.0 LPA4-mediated signaling events 5.0 65.0 12.0 -0.048 0.007 1000.0 -1000.0 -0.017 -1000.0 Syndecan-2-mediated signaling events 5.0 393.0 69.0 -0.025 0.046 1000.0 -1000.0 -0.026 -1000.0 Signaling events activated by Hepatocyte Growth Factor Receptor (c-Met) 5.0 505.0 85.0 -0.025 0.047 1000.0 -1000.0 -0.032 -1000.0 EPO signaling pathway 5.0 311.0 55.0 -0.0 0.045 1000.0 -1000.0 -0.013 -1000.0 IFN-gamma pathway 5.0 345.0 68.0 -0.032 0.047 1000.0 -1000.0 -0.034 -1000.0 S1P1 pathway 5.0 197.0 36.0 -0.058 0.03 1000.0 -1000.0 -0.015 -1000.0 Signaling mediated by p38-gamma and p38-delta 5.0 89.0 15.0 -0.016 0.03 1000.0 -1000.0 -0.02 -1000.0 Regulation of p38-alpha and p38-beta 5.0 306.0 54.0 -0.065 0.057 1000.0 -1000.0 -0.029 -1000.0 IL2 signaling events mediated by STAT5 5.0 110.0 22.0 -0.038 0.03 1000.0 -1000.0 -0.015 -1000.0 Neurotrophic factor-mediated Trk receptor signaling 5.0 609.0 120.0 -0.058 0.073 1000.0 -1000.0 -0.041 -1000.0 PDGFR-beta signaling pathway 5.0 517.0 97.0 -0.078 0.068 1000.0 -1000.0 -0.033 -1000.0 Regulation of Androgen receptor activity 5.0 373.0 70.0 -0.11 0.039 1000.0 -1000.0 -0.024 -1000.0 ErbB2/ErbB3 signaling events 4.0 299.0 65.0 -0.027 0.042 1000.0 -1000.0 -0.053 -1000.0 Lissencephaly gene (LIS1) in neuronal migration and development 4.0 231.0 54.0 -0.023 0.042 1000.0 -1000.0 -0.015 -1000.0 FOXA2 and FOXA3 transcription factor networks 4.0 200.0 46.0 -0.224 0.035 1000.0 -1000.0 -0.053 -1000.0 IL1-mediated signaling events 4.0 295.0 62.0 -0.009 0.076 1000.0 -1000.0 -0.017 -1000.0 IGF1 pathway 4.0 274.0 57.0 -0.027 0.063 1000.0 -1000.0 -0.024 -1000.0 S1P3 pathway 4.0 184.0 42.0 -0.03 0.046 1000.0 -1000.0 -0.025 -1000.0 Rapid glucocorticoid signaling 4.0 84.0 20.0 -0.008 0.032 1000.0 -1000.0 -0.0 -1000.0 Visual signal transduction: Rods 4.0 223.0 52.0 -0.0 0.05 1000.0 -1000.0 -0.013 -1000.0 Aurora B signaling 4.0 285.0 67.0 -0.105 0.057 1000.0 -1000.0 -0.029 -1000.0 Regulation of nuclear SMAD2/3 signaling 3.0 516.0 136.0 -0.288 0.08 1000.0 -1000.0 -0.034 -1000.0 Nephrin/Neph1 signaling in the kidney podocyte 3.0 113.0 34.0 -0.044 0.075 1000.0 -1000.0 -0.032 -1000.0 Sphingosine 1-phosphate (S1P) pathway 3.0 111.0 28.0 -0.03 0.043 1000.0 -1000.0 -0.009 -1000.0 Visual signal transduction: Cones 3.0 126.0 38.0 -0.013 0.052 1000.0 -1000.0 -0.003 -1000.0 Cellular roles of Anthrax toxin 3.0 150.0 39.0 -0.03 0.032 1000.0 -1000.0 -0.015 -1000.0 Hedgehog signaling events mediated by Gli proteins 3.0 202.0 65.0 -0.051 0.072 1000.0 -1000.0 -0.026 -1000.0 Presenilin action in Notch and Wnt signaling 3.0 206.0 61.0 -0.011 0.077 1000.0 -1000.0 -0.036 -1000.0 PDGFR-alpha signaling pathway 3.0 161.0 44.0 -0.022 0.06 1000.0 -1000.0 -0.024 -1000.0 Paxillin-independent events mediated by a4b1 and a4b7 3.0 126.0 37.0 -0.023 0.055 1000.0 -1000.0 -0.015 -1000.0 Signaling events mediated by HDAC Class III 3.0 134.0 40.0 -0.055 0.049 1000.0 -1000.0 -0.038 -1000.0 HIF-2-alpha transcription factor network 3.0 138.0 43.0 -0.107 0.11 1000.0 -1000.0 -0.035 -1000.0 TCGA08_p53 3.0 22.0 7.0 -0.004 0.027 1000.0 -1000.0 -0.003 -1000.0 Retinoic acid receptors-mediated signaling 3.0 174.0 58.0 -0.041 0.057 1000.0 -1000.0 -0.021 -1000.0 Paxillin-dependent events mediated by a4b1 3.0 131.0 36.0 -0.045 0.05 1000.0 -1000.0 -0.031 -1000.0 Atypical NF-kappaB pathway 3.0 95.0 31.0 -0.014 0.038 1000.0 -1000.0 -0.002 -1000.0 Canonical Wnt signaling pathway 3.0 193.0 51.0 -0.002 0.062 1000.0 -1000.0 -0.036 -1000.0 Nongenotropic Androgen signaling 3.0 197.0 52.0 -0.052 0.048 1000.0 -1000.0 -0.018 -1000.0 TCGA08_rtk_signaling 3.0 81.0 26.0 -0.023 0.066 1000.0 -1000.0 -0.008 -1000.0 IL6-mediated signaling events 3.0 284.0 75.0 -0.032 0.064 1000.0 -1000.0 -0.039 -1000.0 Insulin Pathway 3.0 286.0 74.0 -0.091 0.073 1000.0 -1000.0 -0.026 -1000.0 FOXM1 transcription factor network 3.0 171.0 51.0 -0.041 0.085 1000.0 -1000.0 -0.067 -1000.0 Coregulation of Androgen receptor activity 2.0 181.0 76.0 -0.058 0.05 1000.0 -1000.0 -0.02 -1000.0 ErbB4 signaling events 2.0 173.0 69.0 -0.058 0.067 1000.0 -1000.0 -0.02 -1000.0 PLK2 and PLK4 events 2.0 6.0 3.0 0.008 0.024 1000.0 -1000.0 -0.004 -1000.0 mTOR signaling pathway 2.0 155.0 53.0 -0.036 0.037 1000.0 -1000.0 -0.025 -1000.0 Role of Calcineurin-dependent NFAT signaling in lymphocytes 2.0 214.0 83.0 -0.013 0.057 1000.0 -1000.0 -0.012 -1000.0 FoxO family signaling 2.0 137.0 64.0 -0.191 0.043 1000.0 -1000.0 -0.038 -1000.0 Regulation of Telomerase 2.0 279.0 102.0 -0.087 0.063 1000.0 -1000.0 -0.03 -1000.0 Hypoxic and oxygen homeostasis regulation of HIF-1-alpha 2.0 79.0 33.0 -0.0 0.067 1000.0 -1000.0 -0.022 -1000.0 Canonical NF-kappaB pathway 1.0 71.0 39.0 -0.01 0.06 1000.0 -1000.0 -0.013 -1000.0 BARD1 signaling events 1.0 84.0 57.0 -0.06 0.068 1000.0 -1000.0 -0.04 -1000.0 Aurora A signaling 1.0 87.0 60.0 -0.017 0.066 1000.0 -1000.0 -0.008 -1000.0 Arf6 downstream pathway 1.0 80.0 43.0 -0.048 0.054 1000.0 -1000.0 -0.033 -1000.0 Aurora C signaling 1.0 13.0 7.0 0.0 0.042 1000.0 -1000.0 -0.005 -1000.0 PLK1 signaling events 1.0 157.0 85.0 -0.011 0.054 1000.0 -1000.0 -0.019 -1000.0 Insulin-mediated glucose transport 1.0 32.0 32.0 -0.027 0.052 1000.0 -1000.0 -0.019 -1000.0 Class I PI3K signaling events mediated by Akt 1.0 103.0 68.0 -0.04 0.053 1000.0 -1000.0 -0.017 -1000.0 Signaling events mediated by HDAC Class I 1.0 158.0 104.0 -0.056 0.072 1000.0 -1000.0 -0.04 -1000.0 Syndecan-3-mediated signaling events 1.0 55.0 35.0 0.0 0.077 1000.0 -1000.0 -0.011 -1000.0 Signaling events mediated by VEGFR1 and VEGFR2 1.0 148.0 125.0 -0.018 0.075 1000.0 -1000.0 -0.019 -1000.0 Arf6 trafficking events 1.0 93.0 71.0 -0.045 0.054 1000.0 -1000.0 -0.036 -1000.0 Signaling events mediated by PRL 1.0 63.0 34.0 -0.03 0.051 1000.0 -1000.0 -0.031 -1000.0 p38 MAPK signaling pathway 1.0 87.0 44.0 -0.038 0.052 1000.0 -1000.0 -0.01 -1000.0 Arf1 pathway 1.0 55.0 54.0 -0.002 0.046 1000.0 -1000.0 -0.007 -1000.0 Regulation of cytoplasmic and nuclear SMAD2/3 signaling 0.0 4.0 23.0 0.005 0.06 1000.0 -1000.0 -0.008 -1000.0 Signaling events mediated by HDAC Class II 0.0 59.0 75.0 -0.031 0.078 1000.0 -1000.0 -0.018 -1000.0 Circadian rhythm pathway 0.0 20.0 22.0 -0.007 0.049 1000.0 -1000.0 -0.028 -1000.0 Sumoylation by RanBP2 regulates transcriptional repression 0.0 2.0 27.0 -0.011 0.072 1000.0 -1000.0 -0.022 -1000.0 VEGFR1 specific signals 0.0 54.0 56.0 -0.023 0.065 1000.0 -1000.0 -0.024 -1000.0 Alternative NF-kappaB pathway 0.0 3.0 13.0 0.0 0.073 1000.0 -1000.0 0.0 -1000.0 Total 758 47455 7203 -8.08381344006 7.23117036402 131000 -131000 -2.98609533412 -131000