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 IL4-mediated signaling events 7.0 715.0 91.0 -0.888 0.846 1000.0 -1000.0 -0.084 -1000.0 IL23-mediated signaling events 6.0 381.0 60.0 -0.475 0.036 1000.0 -1000.0 -0.065 -1000.0 Nephrin/Neph1 signaling in the kidney podocyte 3.0 108.0 34.0 -0.083 0.029 1000.0 -1000.0 -0.022 -1000.0 Syndecan-1-mediated signaling events 3.0 119.0 34.0 -0.106 0.029 1000.0 -1000.0 -0.027 -1000.0 Osteopontin-mediated events 3.0 127.0 38.0 -0.184 0.041 1000.0 -1000.0 -0.024 -1000.0 p75(NTR)-mediated signaling 3.0 390.0 125.0 -0.125 0.072 1000.0 -1000.0 -0.056 -1000.0 Arf6 downstream pathway 3.0 139.0 43.0 -0.163 0.055 1000.0 -1000.0 -0.019 -1000.0 Glucocorticoid receptor regulatory network 3.0 390.0 114.0 -0.393 0.288 1000.0 -1000.0 -0.038 -1000.0 Signaling events regulated by Ret tyrosine kinase 3.0 317.0 82.0 -0.135 0.029 1000.0 -1000.0 -0.045 -1000.0 Endothelins 3.0 320.0 96.0 -0.143 0.029 1000.0 -1000.0 -0.039 -1000.0 Signaling mediated by p38-alpha and p38-beta 3.0 148.0 44.0 -0.11 0.029 1000.0 -1000.0 -0.024 -1000.0 ErbB2/ErbB3 signaling events 2.0 135.0 65.0 -0.1 0.04 1000.0 -1000.0 -0.049 -1000.0 Caspase cascade in apoptosis 2.0 182.0 74.0 -0.116 0.071 1000.0 -1000.0 -0.023 -1000.0 IL12-mediated signaling events 2.0 216.0 87.0 -0.251 0.104 1000.0 -1000.0 -0.056 -1000.0 Ephrin A reverse signaling 2.0 16.0 7.0 -0.043 0.0 1000.0 -1000.0 -0.005 -1000.0 Thromboxane A2 receptor signaling 2.0 242.0 105.0 -0.085 0.034 1000.0 -1000.0 -0.029 -1000.0 HIF-1-alpha transcription factor network 2.0 208.0 76.0 -0.149 0.04 1000.0 -1000.0 -0.027 -1000.0 amb2 Integrin signaling 2.0 213.0 82.0 -0.154 0.042 1000.0 -1000.0 -0.025 -1000.0 Integrins in angiogenesis 2.0 190.0 84.0 -0.105 0.047 1000.0 -1000.0 -0.027 -1000.0 TCR signaling in naïve CD8+ T cells 2.0 253.0 93.0 -0.122 0.078 1000.0 -1000.0 -0.038 -1000.0 Calcium signaling in the CD4+ TCR pathway 2.0 63.0 31.0 -0.153 0.029 1000.0 -1000.0 -0.034 -1000.0 LPA receptor mediated events 2.0 282.0 102.0 -0.135 0.029 1000.0 -1000.0 -0.049 -1000.0 Stabilization and expansion of the E-cadherin adherens junction 2.0 202.0 74.0 -0.057 0.072 1000.0 -1000.0 -0.053 -1000.0 TCGA08_retinoblastoma 2.0 17.0 8.0 -0.033 0.039 1000.0 -1000.0 -0.002 -1000.0 S1P4 pathway 2.0 52.0 25.0 -0.071 0.033 1000.0 -1000.0 -0.018 -1000.0 E-cadherin signaling events 2.0 14.0 5.0 -0.046 0.028 1000.0 -1000.0 0.008 -1000.0 LPA4-mediated signaling events 1.0 17.0 12.0 -0.056 -0.0 1000.0 -1000.0 -0.019 -1000.0 Coregulation of Androgen receptor activity 1.0 87.0 76.0 -0.181 0.074 1000.0 -1000.0 -0.015 -1000.0 BARD1 signaling events 1.0 93.0 57.0 -0.046 0.053 1000.0 -1000.0 -0.031 -1000.0 Sphingosine 1-phosphate (S1P) pathway 1.0 29.0 28.0 -0.067 0.033 1000.0 -1000.0 -0.012 -1000.0 Lissencephaly gene (LIS1) in neuronal migration and development 1.0 58.0 54.0 -0.05 0.042 1000.0 -1000.0 -0.027 -1000.0 Signaling events mediated by the Hedgehog family 1.0 89.0 52.0 -0.083 0.04 1000.0 -1000.0 -0.035 -1000.0 Noncanonical Wnt signaling pathway 1.0 43.0 26.0 -0.071 0.029 1000.0 -1000.0 -0.028 -1000.0 Syndecan-2-mediated signaling events 1.0 79.0 69.0 -0.096 0.06 1000.0 -1000.0 -0.032 -1000.0 a4b1 and a4b7 Integrin signaling 1.0 6.0 5.0 -0.007 0.027 1000.0 -1000.0 0.008 -1000.0 Arf6 signaling events 1.0 87.0 62.0 -0.044 0.065 1000.0 -1000.0 -0.033 -1000.0 Signaling events activated by Hepatocyte Growth Factor Receptor (c-Met) 1.0 163.0 85.0 -0.069 0.068 1000.0 -1000.0 -0.049 -1000.0 Signaling events mediated by PTP1B 1.0 77.0 76.0 -0.107 0.042 1000.0 -1000.0 -0.031 -1000.0 Presenilin action in Notch and Wnt signaling 1.0 86.0 61.0 -0.118 0.073 1000.0 -1000.0 -0.032 -1000.0 BMP receptor signaling 1.0 141.0 81.0 -0.114 0.053 1000.0 -1000.0 -0.032 -1000.0 Glypican 1 network 1.0 67.0 48.0 -0.159 0.058 1000.0 -1000.0 -0.018 -1000.0 Fc-epsilon receptor I signaling in mast cells 1.0 158.0 97.0 -0.053 0.041 1000.0 -1000.0 -0.045 -1000.0 mTOR signaling pathway 1.0 53.0 53.0 -0.073 0.048 1000.0 -1000.0 -0.028 -1000.0 Nectin adhesion pathway 1.0 115.0 63.0 -0.062 0.045 1000.0 -1000.0 -0.03 -1000.0 Ceramide signaling pathway 1.0 109.0 76.0 -0.042 0.051 1000.0 -1000.0 -0.024 -1000.0 Reelin signaling pathway 1.0 75.0 56.0 -0.053 0.054 1000.0 -1000.0 -0.026 -1000.0 S1P5 pathway 1.0 22.0 17.0 -0.045 0.037 1000.0 -1000.0 -0.007 -1000.0 Ephrin B reverse signaling 1.0 55.0 48.0 -0.045 0.038 1000.0 -1000.0 -0.02 -1000.0 S1P1 pathway 1.0 56.0 36.0 -0.106 0.029 1000.0 -1000.0 -0.024 -1000.0 FAS signaling pathway (CD95) 1.0 61.0 47.0 -0.099 0.04 1000.0 -1000.0 -0.03 -1000.0 Signaling mediated by p38-gamma and p38-delta 1.0 16.0 15.0 -0.033 0.029 1000.0 -1000.0 -0.027 -1000.0 Syndecan-3-mediated signaling events 1.0 40.0 35.0 -0.063 0.072 1000.0 -1000.0 -0.01 -1000.0 Canonical Wnt signaling pathway 1.0 92.0 51.0 -0.184 0.039 1000.0 -1000.0 -0.041 -1000.0 EPHB forward signaling 1.0 104.0 85.0 -0.135 0.06 1000.0 -1000.0 -0.053 -1000.0 Effects of Botulinum toxin 1.0 32.0 26.0 -0.042 0.029 1000.0 -1000.0 -0.004 -1000.0 Nongenotropic Androgen signaling 1.0 58.0 52.0 -0.071 0.047 1000.0 -1000.0 -0.024 -1000.0 IL27-mediated signaling events 1.0 79.0 51.0 -0.129 0.05 1000.0 -1000.0 -0.044 -1000.0 Wnt signaling 1.0 12.0 7.0 -0.043 0.029 1000.0 -1000.0 -0.007 -1000.0 Calcineurin-regulated NFAT-dependent transcription in lymphocytes 1.0 101.0 68.0 -0.231 0.035 1000.0 -1000.0 -0.048 -1000.0 E-cadherin signaling in the nascent adherens junction 1.0 128.0 76.0 -0.052 0.053 1000.0 -1000.0 -0.045 -1000.0 BCR signaling pathway 1.0 174.0 99.0 -0.079 0.051 1000.0 -1000.0 -0.04 -1000.0 EGFR-dependent Endothelin signaling events 1.0 22.0 21.0 -0.028 0.041 1000.0 -1000.0 -0.034 -1000.0 Syndecan-4-mediated signaling events 1.0 116.0 67.0 -0.134 0.039 1000.0 -1000.0 -0.03 -1000.0 IGF1 pathway 1.0 84.0 57.0 -0.03 0.056 1000.0 -1000.0 -0.026 -1000.0 Plasma membrane estrogen receptor signaling 1.0 127.0 86.0 -0.121 0.057 1000.0 -1000.0 -0.034 -1000.0 VEGFR1 specific signals 1.0 60.0 56.0 -0.039 0.039 1000.0 -1000.0 -0.034 -1000.0 S1P3 pathway 1.0 62.0 42.0 -0.088 0.033 1000.0 -1000.0 -0.023 -1000.0 Angiopoietin receptor Tie2-mediated signaling 1.0 174.0 88.0 -0.135 0.039 1000.0 -1000.0 -0.067 -1000.0 Hypoxic and oxygen homeostasis regulation of HIF-1-alpha 1.0 33.0 33.0 -0.043 0.078 1000.0 -1000.0 -0.034 -1000.0 Neurotrophic factor-mediated Trk receptor signaling 1.0 194.0 120.0 -0.118 0.102 1000.0 -1000.0 -0.036 -1000.0 PDGFR-beta signaling pathway 1.0 100.0 97.0 -0.135 0.072 1000.0 -1000.0 -0.048 -1000.0 Visual signal transduction: Rods 1.0 74.0 52.0 -0.088 0.032 1000.0 -1000.0 -0.02 -1000.0 E-cadherin signaling in keratinocytes 1.0 83.0 43.0 -0.049 0.031 1000.0 -1000.0 -0.025 -1000.0 Class IB PI3K non-lipid kinase events 1.0 3.0 3.0 -0.011 0.011 1000.0 -1000.0 -0.006 -1000.0 FOXM1 transcription factor network 1.0 54.0 51.0 -0.113 0.063 1000.0 -1000.0 -0.065 -1000.0 Signaling events mediated by Stem cell factor receptor (c-Kit) 1.0 85.0 78.0 -0.032 0.053 1000.0 -1000.0 -0.032 -1000.0 Regulation of nuclear SMAD2/3 signaling 0.0 86.0 136.0 -0.104 0.062 1000.0 -1000.0 -0.03 -1000.0 Regulation of cytoplasmic and nuclear SMAD2/3 signaling 0.0 1.0 23.0 -0.011 0.049 1000.0 -1000.0 -0.025 -1000.0 Canonical NF-kappaB pathway 0.0 19.0 39.0 0.0 0.06 1000.0 -1000.0 -0.022 -1000.0 Signaling events mediated by HDAC Class II 0.0 29.0 75.0 -0.079 0.06 1000.0 -1000.0 -0.03 -1000.0 ErbB4 signaling events 0.0 21.0 69.0 -0.028 0.039 1000.0 -1000.0 -0.036 -1000.0 PLK2 and PLK4 events 0.0 1.0 3.0 0.012 0.026 1000.0 -1000.0 -0.013 -1000.0 Visual signal transduction: Cones 0.0 35.0 38.0 -0.028 0.036 1000.0 -1000.0 -0.01 -1000.0 Circadian rhythm pathway 0.0 2.0 22.0 -0.009 0.055 1000.0 -1000.0 -0.024 -1000.0 JNK signaling in the CD4+ TCR pathway 0.0 12.0 17.0 -0.03 0.057 1000.0 -1000.0 -0.023 -1000.0 Cellular roles of Anthrax toxin 0.0 31.0 39.0 -0.041 0.029 1000.0 -1000.0 -0.018 -1000.0 Hedgehog signaling events mediated by Gli proteins 0.0 63.0 65.0 -0.093 0.063 1000.0 -1000.0 -0.029 -1000.0 Aurora A signaling 0.0 2.0 60.0 -0.006 0.064 1000.0 -1000.0 -0.018 -1000.0 Aurora C signaling 0.0 0.0 7.0 -0.0 0.047 1000.0 -1000.0 -0.011 -1000.0 FOXA2 and FOXA3 transcription factor networks 0.0 35.0 46.0 -0.07 0.035 1000.0 -1000.0 -0.045 -1000.0 EPO signaling pathway 0.0 34.0 55.0 -0.024 0.072 1000.0 -1000.0 -0.024 -1000.0 PLK1 signaling events 0.0 63.0 85.0 -0.047 0.047 1000.0 -1000.0 -0.031 -1000.0 Insulin-mediated glucose transport 0.0 18.0 32.0 -0.061 0.051 1000.0 -1000.0 -0.024 -1000.0 PDGFR-alpha signaling pathway 0.0 36.0 44.0 -0.108 0.051 1000.0 -1000.0 -0.03 -1000.0 IFN-gamma pathway 0.0 58.0 68.0 -0.09 0.042 1000.0 -1000.0 -0.039 -1000.0 Class I PI3K signaling events mediated by Akt 0.0 31.0 68.0 -0.061 0.055 1000.0 -1000.0 -0.02 -1000.0 Paxillin-independent events mediated by a4b1 and a4b7 0.0 36.0 37.0 -0.079 0.049 1000.0 -1000.0 -0.026 -1000.0 Signaling events mediated by HDAC Class III 0.0 20.0 40.0 -0.051 0.052 1000.0 -1000.0 -0.028 -1000.0 TRAIL signaling pathway 0.0 2.0 48.0 -0.007 0.066 1000.0 -1000.0 -0.028 -1000.0 IL1-mediated signaling events 0.0 61.0 62.0 -0.051 0.052 1000.0 -1000.0 -0.03 -1000.0 ceramide signaling pathway 0.0 14.0 49.0 -0.0 0.05 1000.0 -1000.0 -0.027 -1000.0 RXR and RAR heterodimerization with other nuclear receptor 0.0 11.0 52.0 -0.009 0.069 1000.0 -1000.0 -0.029 -1000.0 HIF-2-alpha transcription factor network 0.0 26.0 43.0 -0.063 0.064 1000.0 -1000.0 -0.032 -1000.0 Role of Calcineurin-dependent NFAT signaling in lymphocytes 0.0 46.0 83.0 -0.079 0.052 1000.0 -1000.0 -0.027 -1000.0 Signaling events mediated by HDAC Class I 0.0 15.0 104.0 -0.051 0.062 1000.0 -1000.0 -0.03 -1000.0 TCGA08_p53 0.0 6.0 7.0 -0.01 0.026 1000.0 -1000.0 -0.007 -1000.0 FoxO family signaling 0.0 43.0 64.0 -0.061 0.043 1000.0 -1000.0 -0.037 -1000.0 Retinoic acid receptors-mediated signaling 0.0 32.0 58.0 -0.024 0.06 1000.0 -1000.0 -0.024 -1000.0 Paxillin-dependent events mediated by a4b1 0.0 24.0 36.0 -0.036 0.049 1000.0 -1000.0 -0.026 -1000.0 Atypical NF-kappaB pathway 0.0 2.0 31.0 0.0 0.04 1000.0 -1000.0 -0.014 -1000.0 IL2 signaling events mediated by PI3K 0.0 53.0 58.0 -0.099 0.046 1000.0 -1000.0 -0.029 -1000.0 HIV-1 Nef: Negative effector of Fas and TNF-alpha 0.0 35.0 45.0 -0.027 0.06 1000.0 -1000.0 -0.031 -1000.0 Regulation of p38-alpha and p38-beta 0.0 46.0 54.0 -0.079 0.062 1000.0 -1000.0 -0.038 -1000.0 Glypican 2 network 0.0 0.0 4.0 0.025 0.037 1000.0 -1000.0 0.009 -1000.0 Signaling events mediated by VEGFR1 and VEGFR2 0.0 106.0 125.0 -0.044 0.064 1000.0 -1000.0 -0.029 -1000.0 TCGA08_rtk_signaling 0.0 13.0 26.0 -0.023 0.06 1000.0 -1000.0 -0.006 -1000.0 IL6-mediated signaling events 0.0 73.0 75.0 -0.126 0.047 1000.0 -1000.0 -0.034 -1000.0 Sumoylation by RanBP2 regulates transcriptional repression 0.0 4.0 27.0 -0.0 0.065 1000.0 -1000.0 -0.031 -1000.0 IL2 signaling events mediated by STAT5 0.0 17.0 22.0 -0.053 0.03 1000.0 -1000.0 -0.026 -1000.0 Class I PI3K signaling events 0.0 66.0 73.0 -0.089 0.056 1000.0 -1000.0 -0.03 -1000.0 Arf6 trafficking events 0.0 14.0 71.0 -0.029 0.057 1000.0 -1000.0 -0.029 -1000.0 Regulation of Telomerase 0.0 51.0 102.0 -0.074 0.069 1000.0 -1000.0 -0.037 -1000.0 Insulin Pathway 0.0 65.0 74.0 -0.149 0.063 1000.0 -1000.0 -0.039 -1000.0 Rapid glucocorticoid signaling 0.0 11.0 20.0 -0.016 0.028 1000.0 -1000.0 -0.004 -1000.0 Signaling events mediated by PRL 0.0 12.0 34.0 -0.053 0.043 1000.0 -1000.0 -0.033 -1000.0 p38 MAPK signaling pathway 0.0 19.0 44.0 -0.024 0.047 1000.0 -1000.0 -0.017 -1000.0 Arf1 pathway 0.0 5.0 54.0 -0.011 0.051 1000.0 -1000.0 -0.013 -1000.0 Alternative NF-kappaB pathway 0.0 0.0 13.0 0.0 0.078 1000.0 -1000.0 0.0 -1000.0 Regulation of Androgen receptor activity 0.0 65.0 70.0 -0.202 0.036 1000.0 -1000.0 -0.039 -1000.0 Ras signaling in the CD4+ TCR pathway 0.0 10.0 17.0 -0.01 0.047 1000.0 -1000.0 -0.021 -1000.0 Aurora B signaling 0.0 32.0 67.0 -0.138 0.081 1000.0 -1000.0 -0.032 -1000.0 Total 120 10984 7203 -11.1126758722 7.37460308521 131000 -131000 -3.72311440053 -131000