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 the Hedgehog family 13.0 688.0 52.0 -0.234 0.073 1000.0 -1000.0 -0.03 -1000.0 FOXA2 and FOXA3 transcription factor networks 12.0 585.0 46.0 -0.385 0.034 1000.0 -1000.0 -0.105 -1000.0 S1P5 pathway 9.0 154.0 17.0 -0.145 0.09 1000.0 -1000.0 -0.011 -1000.0 Ephrin B reverse signaling 9.0 442.0 48.0 -0.165 0.024 1000.0 -1000.0 -0.028 -1000.0 Ephrin A reverse signaling 8.0 56.0 7.0 -0.056 0.003 1000.0 -1000.0 -0.019 -1000.0 Signaling mediated by p38-alpha and p38-beta 8.0 385.0 44.0 -0.096 0.025 1000.0 -1000.0 -0.034 -1000.0 TCGA08_retinoblastoma 8.0 70.0 8.0 -0.054 0.079 1000.0 -1000.0 -0.004 -1000.0 IL23-mediated signaling events 8.0 531.0 60.0 -0.318 0.027 1000.0 -1000.0 -0.106 -1000.0 EPO signaling pathway 7.0 388.0 55.0 -0.015 0.029 1000.0 -1000.0 -0.045 -1000.0 Glucocorticoid receptor regulatory network 7.0 857.0 114.0 -0.464 0.172 1000.0 -1000.0 -0.049 -1000.0 Endothelins 7.0 711.0 96.0 -0.105 0.036 1000.0 -1000.0 -0.045 -1000.0 TCR signaling in naïve CD8+ T cells 7.0 687.0 93.0 -0.12 0.036 1000.0 -1000.0 -0.043 -1000.0 Class IB PI3K non-lipid kinase events 7.0 21.0 3.0 -0.027 -1000.0 1000.0 -1000.0 -0.014 -1000.0 Nephrin/Neph1 signaling in the kidney podocyte 6.0 212.0 34.0 -0.027 0.028 1000.0 -1000.0 -0.032 -1000.0 Syndecan-1-mediated signaling events 6.0 235.0 34.0 -0.074 0.025 1000.0 -1000.0 -0.04 -1000.0 Osteopontin-mediated events 6.0 265.0 38.0 -0.117 0.034 1000.0 -1000.0 -0.045 -1000.0 p75(NTR)-mediated signaling 6.0 861.0 125.0 -0.101 0.065 1000.0 -1000.0 -0.067 -1000.0 IL4-mediated signaling events 6.0 574.0 91.0 -0.368 0.21 1000.0 -1000.0 -0.104 -1000.0 Glypican 1 network 6.0 329.0 48.0 -0.094 0.026 1000.0 -1000.0 -0.03 -1000.0 LPA receptor mediated events 6.0 672.0 102.0 -0.15 0.04 1000.0 -1000.0 -0.06 -1000.0 Calcineurin-regulated NFAT-dependent transcription in lymphocytes 6.0 417.0 68.0 -0.211 0.069 1000.0 -1000.0 -0.071 -1000.0 Syndecan-4-mediated signaling events 6.0 408.0 67.0 -0.097 0.026 1000.0 -1000.0 -0.049 -1000.0 EPHB forward signaling 5.0 479.0 85.0 -0.074 0.106 1000.0 -1000.0 -0.059 -1000.0 Calcium signaling in the CD4+ TCR pathway 5.0 162.0 31.0 -0.137 0.024 1000.0 -1000.0 -0.042 -1000.0 Wnt signaling 5.0 38.0 7.0 -0.025 0.019 1000.0 -1000.0 -0.018 -1000.0 Visual signal transduction: Rods 5.0 289.0 52.0 -0.097 0.038 1000.0 -1000.0 -0.035 -1000.0 IL12-mediated signaling events 4.0 391.0 87.0 -0.136 0.041 1000.0 -1000.0 -0.075 -1000.0 Noncanonical Wnt signaling pathway 4.0 112.0 26.0 -0.036 0.025 1000.0 -1000.0 -0.043 -1000.0 Thromboxane A2 receptor signaling 4.0 441.0 105.0 -0.039 0.037 1000.0 -1000.0 -0.038 -1000.0 BMP receptor signaling 4.0 396.0 81.0 -0.089 0.043 1000.0 -1000.0 -0.042 -1000.0 amb2 Integrin signaling 4.0 357.0 82.0 -0.08 0.038 1000.0 -1000.0 -0.045 -1000.0 Canonical Wnt signaling pathway 4.0 213.0 51.0 -0.034 0.179 1000.0 -1000.0 -0.039 -1000.0 Glypican 2 network 4.0 16.0 4.0 -0.002 0.011 1000.0 -1000.0 0.007 -1000.0 BCR signaling pathway 4.0 488.0 99.0 -0.098 0.035 1000.0 -1000.0 -0.05 -1000.0 EGFR-dependent Endothelin signaling events 4.0 96.0 21.0 -0.043 0.036 1000.0 -1000.0 -0.041 -1000.0 Neurotrophic factor-mediated Trk receptor signaling 4.0 524.0 120.0 -0.101 0.067 1000.0 -1000.0 -0.04 -1000.0 S1P4 pathway 4.0 113.0 25.0 -0.145 0.044 1000.0 -1000.0 -0.024 -1000.0 Sphingosine 1-phosphate (S1P) pathway 3.0 101.0 28.0 -0.145 0.034 1000.0 -1000.0 -0.027 -1000.0 Visual signal transduction: Cones 3.0 141.0 38.0 -0.068 0.043 1000.0 -1000.0 -0.023 -1000.0 HIF-1-alpha transcription factor network 3.0 261.0 76.0 -0.065 0.049 1000.0 -1000.0 -0.075 -1000.0 Arf6 signaling events 3.0 203.0 62.0 -0.028 0.048 1000.0 -1000.0 -0.037 -1000.0 Fc-epsilon receptor I signaling in mast cells 3.0 362.0 97.0 -0.043 0.052 1000.0 -1000.0 -0.059 -1000.0 Signaling events regulated by Ret tyrosine kinase 3.0 290.0 82.0 -0.034 0.028 1000.0 -1000.0 -0.055 -1000.0 S1P1 pathway 3.0 134.0 36.0 -0.137 0.023 1000.0 -1000.0 -0.034 -1000.0 FAS signaling pathway (CD95) 3.0 145.0 47.0 -0.059 0.035 1000.0 -1000.0 -0.027 -1000.0 Effects of Botulinum toxin 3.0 86.0 26.0 -0.049 0.024 1000.0 -1000.0 -0.013 -1000.0 IL27-mediated signaling events 3.0 173.0 51.0 -0.127 0.06 1000.0 -1000.0 -0.047 -1000.0 IGF1 pathway 3.0 183.0 57.0 -0.039 0.05 1000.0 -1000.0 -0.047 -1000.0 S1P3 pathway 3.0 129.0 42.0 -0.039 0.036 1000.0 -1000.0 -0.03 -1000.0 ErbB2/ErbB3 signaling events 2.0 163.0 65.0 -0.032 0.036 1000.0 -1000.0 -0.044 -1000.0 Caspase cascade in apoptosis 2.0 209.0 74.0 -0.102 0.038 1000.0 -1000.0 -0.041 -1000.0 ErbB4 signaling events 2.0 170.0 69.0 -0.107 0.045 1000.0 -1000.0 -0.043 -1000.0 JNK signaling in the CD4+ TCR pathway 2.0 39.0 17.0 -0.03 0.051 1000.0 -1000.0 -0.032 -1000.0 Syndecan-2-mediated signaling events 2.0 200.0 69.0 -0.031 0.038 1000.0 -1000.0 -0.04 -1000.0 Signaling events mediated by PTP1B 2.0 212.0 76.0 -0.05 0.039 1000.0 -1000.0 -0.032 -1000.0 Hedgehog signaling events mediated by Gli proteins 2.0 185.0 65.0 -0.282 0.061 1000.0 -1000.0 -0.04 -1000.0 Presenilin action in Notch and Wnt signaling 2.0 166.0 61.0 -0.035 0.078 1000.0 -1000.0 -0.034 -1000.0 IFN-gamma pathway 2.0 167.0 68.0 -0.043 0.037 1000.0 -1000.0 -0.048 -1000.0 Ceramide signaling pathway 2.0 195.0 76.0 -0.031 0.065 1000.0 -1000.0 -0.033 -1000.0 Paxillin-independent events mediated by a4b1 and a4b7 2.0 83.0 37.0 -0.021 0.053 1000.0 -1000.0 -0.028 -1000.0 Reelin signaling pathway 2.0 151.0 56.0 -0.035 0.063 1000.0 -1000.0 -0.041 -1000.0 IL1-mediated signaling events 2.0 164.0 62.0 -0.039 0.045 1000.0 -1000.0 -0.058 -1000.0 RXR and RAR heterodimerization with other nuclear receptor 2.0 145.0 52.0 -0.061 0.046 1000.0 -1000.0 -0.041 -1000.0 Signaling mediated by p38-gamma and p38-delta 2.0 34.0 15.0 -0.028 0.024 1000.0 -1000.0 -0.031 -1000.0 Retinoic acid receptors-mediated signaling 2.0 119.0 58.0 -0.038 0.047 1000.0 -1000.0 -0.047 -1000.0 IL2 signaling events mediated by PI3K 2.0 130.0 58.0 -0.105 0.055 1000.0 -1000.0 -0.04 -1000.0 Integrins in angiogenesis 2.0 217.0 84.0 -0.074 0.055 1000.0 -1000.0 -0.061 -1000.0 HIV-1 Nef: Negative effector of Fas and TNF-alpha 2.0 115.0 45.0 -0.065 0.043 1000.0 -1000.0 -0.04 -1000.0 Regulation of p38-alpha and p38-beta 2.0 123.0 54.0 -0.044 0.051 1000.0 -1000.0 -0.043 -1000.0 Stabilization and expansion of the E-cadherin adherens junction 2.0 162.0 74.0 -0.126 0.051 1000.0 -1000.0 -0.066 -1000.0 Plasma membrane estrogen receptor signaling 2.0 194.0 86.0 -0.067 0.052 1000.0 -1000.0 -0.045 -1000.0 PDGFR-beta signaling pathway 2.0 240.0 97.0 -0.079 0.049 1000.0 -1000.0 -0.052 -1000.0 Regulation of Androgen receptor activity 2.0 199.0 70.0 -0.261 0.033 1000.0 -1000.0 -0.053 -1000.0 LPA4-mediated signaling events 1.0 19.0 12.0 -0.026 0.024 1000.0 -1000.0 -0.025 -1000.0 Regulation of nuclear SMAD2/3 signaling 1.0 244.0 136.0 -0.292 0.074 1000.0 -1000.0 -0.04 -1000.0 Coregulation of Androgen receptor activity 1.0 109.0 76.0 -0.197 0.044 1000.0 -1000.0 -0.028 -1000.0 Lissencephaly gene (LIS1) in neuronal migration and development 1.0 107.0 54.0 -0.033 0.035 1000.0 -1000.0 -0.054 -1000.0 Cellular roles of Anthrax toxin 1.0 64.0 39.0 -0.034 0.028 1000.0 -1000.0 -0.023 -1000.0 Signaling events activated by Hepatocyte Growth Factor Receptor (c-Met) 1.0 120.0 85.0 -0.017 0.04 1000.0 -1000.0 -0.04 -1000.0 Arf6 downstream pathway 1.0 75.0 43.0 -0.037 0.033 1000.0 -1000.0 -0.031 -1000.0 mTOR signaling pathway 1.0 57.0 53.0 -0.018 0.055 1000.0 -1000.0 -0.037 -1000.0 Class I PI3K signaling events mediated by Akt 1.0 69.0 68.0 -0.034 0.051 1000.0 -1000.0 -0.031 -1000.0 Nectin adhesion pathway 1.0 116.0 63.0 -0.025 0.047 1000.0 -1000.0 -0.046 -1000.0 Signaling events mediated by HDAC Class III 1.0 43.0 40.0 -0.057 0.047 1000.0 -1000.0 -0.029 -1000.0 ceramide signaling pathway 1.0 89.0 49.0 -0.03 0.041 1000.0 -1000.0 -0.033 -1000.0 HIF-2-alpha transcription factor network 1.0 82.0 43.0 -0.041 0.042 1000.0 -1000.0 -0.043 -1000.0 TCGA08_p53 1.0 10.0 7.0 -0.015 0.024 1000.0 -1000.0 -0.013 -1000.0 Syndecan-3-mediated signaling events 1.0 61.0 35.0 -0.023 0.065 1000.0 -1000.0 -0.033 -1000.0 Nongenotropic Androgen signaling 1.0 63.0 52.0 -0.03 0.04 1000.0 -1000.0 -0.034 -1000.0 TCGA08_rtk_signaling 1.0 39.0 26.0 -0.056 0.085 1000.0 -1000.0 -0.007 -1000.0 IL6-mediated signaling events 1.0 106.0 75.0 -0.018 0.062 1000.0 -1000.0 -0.04 -1000.0 E-cadherin signaling in the nascent adherens junction 1.0 111.0 76.0 -0.035 0.054 1000.0 -1000.0 -0.059 -1000.0 IL2 signaling events mediated by STAT5 1.0 37.0 22.0 -0.008 0.043 1000.0 -1000.0 -0.031 -1000.0 Class I PI3K signaling events 1.0 140.0 73.0 -0.044 0.043 1000.0 -1000.0 -0.039 -1000.0 Regulation of Telomerase 1.0 121.0 102.0 -0.021 0.057 1000.0 -1000.0 -0.045 -1000.0 Angiopoietin receptor Tie2-mediated signaling 1.0 170.0 88.0 -0.037 0.029 1000.0 -1000.0 -0.058 -1000.0 Hypoxic and oxygen homeostasis regulation of HIF-1-alpha 1.0 46.0 33.0 -0.012 0.057 1000.0 -1000.0 -0.04 -1000.0 E-cadherin signaling in keratinocytes 1.0 62.0 43.0 -0.023 0.042 1000.0 -1000.0 -0.04 -1000.0 Signaling events mediated by Stem cell factor receptor (c-Kit) 1.0 105.0 78.0 -0.032 0.033 1000.0 -1000.0 -0.06 -1000.0 Ras signaling in the CD4+ TCR pathway 1.0 25.0 17.0 -0.003 0.038 1000.0 -1000.0 -0.02 -1000.0 Aurora B signaling 1.0 79.0 67.0 -0.103 0.072 1000.0 -1000.0 -0.03 -1000.0 Regulation of cytoplasmic and nuclear SMAD2/3 signaling 0.0 2.0 23.0 0.002 0.042 1000.0 -1000.0 -0.03 -1000.0 Canonical NF-kappaB pathway 0.0 23.0 39.0 -0.005 0.046 1000.0 -1000.0 -0.028 -1000.0 Signaling events mediated by HDAC Class II 0.0 27.0 75.0 -0.025 0.066 1000.0 -1000.0 -0.03 -1000.0 BARD1 signaling events 0.0 20.0 57.0 -0.046 0.064 1000.0 -1000.0 -0.042 -1000.0 PLK2 and PLK4 events 0.0 0.0 3.0 -0.014 0.025 1000.0 -1000.0 -0.023 -1000.0 Circadian rhythm pathway 0.0 17.0 22.0 -0.014 0.039 1000.0 -1000.0 -0.04 -1000.0 a4b1 and a4b7 Integrin signaling 0.0 3.0 5.0 0.017 0.033 1000.0 -1000.0 0.008 -1000.0 Aurora A signaling 0.0 31.0 60.0 -0.021 0.054 1000.0 -1000.0 -0.026 -1000.0 Aurora C signaling 0.0 3.0 7.0 -0.0 0.044 1000.0 -1000.0 -0.014 -1000.0 PLK1 signaling events 0.0 74.0 85.0 -0.016 0.043 1000.0 -1000.0 -0.036 -1000.0 Insulin-mediated glucose transport 0.0 16.0 32.0 -0.032 0.047 1000.0 -1000.0 -0.024 -1000.0 PDGFR-alpha signaling pathway 0.0 9.0 44.0 -0.034 0.057 1000.0 -1000.0 -0.043 -1000.0 TRAIL signaling pathway 0.0 32.0 48.0 -0.009 0.082 1000.0 -1000.0 -0.026 -1000.0 Role of Calcineurin-dependent NFAT signaling in lymphocytes 0.0 77.0 83.0 -0.032 0.047 1000.0 -1000.0 -0.029 -1000.0 Signaling events mediated by HDAC Class I 0.0 91.0 104.0 -0.046 0.061 1000.0 -1000.0 -0.033 -1000.0 FoxO family signaling 0.0 59.0 64.0 -0.112 0.066 1000.0 -1000.0 -0.047 -1000.0 Paxillin-dependent events mediated by a4b1 0.0 30.0 36.0 -0.038 0.045 1000.0 -1000.0 -0.029 -1000.0 Atypical NF-kappaB pathway 0.0 16.0 31.0 -0.013 0.025 1000.0 -1000.0 -0.024 -1000.0 Signaling events mediated by VEGFR1 and VEGFR2 0.0 116.0 125.0 -0.028 0.05 1000.0 -1000.0 -0.059 -1000.0 Sumoylation by RanBP2 regulates transcriptional repression 0.0 2.0 27.0 -0.018 0.055 1000.0 -1000.0 -0.038 -1000.0 Arf6 trafficking events 0.0 31.0 71.0 -0.034 0.044 1000.0 -1000.0 -0.029 -1000.0 Insulin Pathway 0.0 73.0 74.0 -0.026 0.055 1000.0 -1000.0 -0.042 -1000.0 VEGFR1 specific signals 0.0 35.0 56.0 -0.023 0.046 1000.0 -1000.0 -0.044 -1000.0 Rapid glucocorticoid signaling 0.0 11.0 20.0 -0.009 0.031 1000.0 -1000.0 -0.016 -1000.0 Signaling events mediated by PRL 0.0 18.0 34.0 -0.02 0.04 1000.0 -1000.0 -0.042 -1000.0 FOXM1 transcription factor network 0.0 31.0 51.0 -0.006 0.152 1000.0 -1000.0 -0.1 -1000.0 E-cadherin signaling events 0.0 4.0 5.0 0.016 0.034 1000.0 -1000.0 0.006 -1000.0 p38 MAPK signaling pathway 0.0 29.0 44.0 -0.019 0.053 1000.0 -1000.0 -0.022 -1000.0 Arf1 pathway 0.0 17.0 54.0 -0.008 0.031 1000.0 -1000.0 -0.016 -1000.0 Alternative NF-kappaB pathway 0.0 0.0 13.0 0.0 0.063 1000.0 -1000.0 0.0 -1000.0 Total 340 22919 7203 -9.09468954706 -993.622111752 131000 -131000 -5.04737423807 -131000