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 Class IB PI3K non-lipid kinase events 22.0 66.0 3.0 -0.147 -1000.0 1000.0 -1000.0 -0.01 -1000.0 Glypican 1 network 11.0 559.0 48.0 -0.205 0.02 1000.0 -1000.0 -0.031 -1000.0 PDGFR-alpha signaling pathway 11.0 518.0 44.0 -0.148 0.022 1000.0 -1000.0 -0.058 -1000.0 Glypican 2 network 11.0 45.0 4.0 -0.06 -0.03 1000.0 -1000.0 -0.014 -1000.0 Signaling events mediated by the Hedgehog family 9.0 472.0 52.0 -0.166 0.065 1000.0 -1000.0 -0.046 -1000.0 Ephrin B reverse signaling 9.0 437.0 48.0 -0.215 0.064 1000.0 -1000.0 -0.051 -1000.0 Wnt signaling 9.0 65.0 7.0 -0.11 -0.038 1000.0 -1000.0 -0.02 -1000.0 IL23-mediated signaling events 9.0 553.0 60.0 -0.408 0.013 1000.0 -1000.0 -0.146 -1000.0 Syndecan-1-mediated signaling events 8.0 292.0 34.0 -0.165 0.012 1000.0 -1000.0 -0.038 -1000.0 Visual signal transduction: Cones 8.0 308.0 38.0 -0.157 0.012 1000.0 -1000.0 -0.026 -1000.0 amb2 Integrin signaling 8.0 711.0 82.0 -0.195 0.017 1000.0 -1000.0 -0.07 -1000.0 TCR signaling in naïve CD8+ T cells 8.0 756.0 93.0 -0.143 0.044 1000.0 -1000.0 -0.064 -1000.0 TCGA08_retinoblastoma 8.0 66.0 8.0 -0.105 0.038 1000.0 -1000.0 -0.013 -1000.0 IL4-mediated signaling events 7.0 680.0 91.0 -0.351 0.258 1000.0 -1000.0 -0.128 -1000.0 FOXA2 and FOXA3 transcription factor networks 7.0 346.0 46.0 -0.476 0.037 1000.0 -1000.0 -0.076 -1000.0 Endothelins 7.0 681.0 96.0 -0.171 0.012 1000.0 -1000.0 -0.06 -1000.0 Effects of Botulinum toxin 7.0 182.0 26.0 -0.215 0.012 1000.0 -1000.0 -0.058 -1000.0 LPA receptor mediated events 7.0 749.0 102.0 -0.204 0.012 1000.0 -1000.0 -0.071 -1000.0 IL12-mediated signaling events 6.0 567.0 87.0 -0.251 0.051 1000.0 -1000.0 -0.129 -1000.0 Reelin signaling pathway 6.0 346.0 56.0 -0.17 0.022 1000.0 -1000.0 -0.066 -1000.0 Nongenotropic Androgen signaling 6.0 318.0 52.0 -0.193 0.041 1000.0 -1000.0 -0.046 -1000.0 Calcineurin-regulated NFAT-dependent transcription in lymphocytes 6.0 446.0 68.0 -0.344 0.147 1000.0 -1000.0 -0.094 -1000.0 Visual signal transduction: Rods 6.0 351.0 52.0 -0.187 0.012 1000.0 -1000.0 -0.054 -1000.0 Coregulation of Androgen receptor activity 5.0 414.0 76.0 -0.209 0.029 1000.0 -1000.0 -0.025 -1000.0 Nephrin/Neph1 signaling in the kidney podocyte 5.0 190.0 34.0 -0.067 0.012 1000.0 -1000.0 -0.028 -1000.0 Noncanonical Wnt signaling pathway 5.0 148.0 26.0 -0.11 0.012 1000.0 -1000.0 -0.04 -1000.0 Thromboxane A2 receptor signaling 5.0 599.0 105.0 -0.129 0.033 1000.0 -1000.0 -0.055 -1000.0 Syndecan-2-mediated signaling events 5.0 396.0 69.0 -0.195 0.023 1000.0 -1000.0 -0.025 -1000.0 Glucocorticoid receptor regulatory network 5.0 664.0 114.0 -0.352 0.225 1000.0 -1000.0 -0.05 -1000.0 Signaling mediated by p38-alpha and p38-beta 5.0 262.0 44.0 -0.1 0.012 1000.0 -1000.0 -0.043 -1000.0 Calcium signaling in the CD4+ TCR pathway 5.0 174.0 31.0 -0.138 0.012 1000.0 -1000.0 -0.032 -1000.0 Syndecan-4-mediated signaling events 5.0 370.0 67.0 -0.152 0.013 1000.0 -1000.0 -0.055 -1000.0 FOXM1 transcription factor network 5.0 293.0 51.0 -0.223 0.024 1000.0 -1000.0 -0.169 -1000.0 HIF-1-alpha transcription factor network 4.0 311.0 76.0 -0.221 0.036 1000.0 -1000.0 -0.14 -1000.0 p75(NTR)-mediated signaling 4.0 516.0 125.0 -0.159 0.037 1000.0 -1000.0 -0.081 -1000.0 BMP receptor signaling 4.0 384.0 81.0 -0.208 0.041 1000.0 -1000.0 -0.074 -1000.0 Fc-epsilon receptor I signaling in mast cells 4.0 456.0 97.0 -0.162 0.033 1000.0 -1000.0 -0.073 -1000.0 IL1-mediated signaling events 4.0 276.0 62.0 -0.141 0.048 1000.0 -1000.0 -0.074 -1000.0 Signaling events regulated by Ret tyrosine kinase 4.0 360.0 82.0 -0.069 0.012 1000.0 -1000.0 -0.066 -1000.0 Rapid glucocorticoid signaling 4.0 94.0 20.0 -0.206 0.017 1000.0 -1000.0 -0.016 -1000.0 LPA4-mediated signaling events 3.0 46.0 12.0 -0.079 0.017 1000.0 -1000.0 -0.014 -1000.0 ErbB2/ErbB3 signaling events 3.0 227.0 65.0 -0.134 0.018 1000.0 -1000.0 -0.054 -1000.0 Osteopontin-mediated events 3.0 147.0 38.0 -0.098 0.012 1000.0 -1000.0 -0.078 -1000.0 Lissencephaly gene (LIS1) in neuronal migration and development 3.0 179.0 54.0 -0.17 0.024 1000.0 -1000.0 -0.077 -1000.0 JNK signaling in the CD4+ TCR pathway 3.0 57.0 17.0 -0.063 0.012 1000.0 -1000.0 -0.029 -1000.0 a4b1 and a4b7 Integrin signaling 3.0 19.0 5.0 -0.02 -0.001 1000.0 -1000.0 -0.014 -1000.0 Cellular roles of Anthrax toxin 3.0 122.0 39.0 -0.062 0.013 1000.0 -1000.0 -0.027 -1000.0 Arf6 signaling events 3.0 197.0 62.0 -0.067 0.016 1000.0 -1000.0 -0.037 -1000.0 Signaling events mediated by PTP1B 3.0 246.0 76.0 -0.091 0.019 1000.0 -1000.0 -0.057 -1000.0 RXR and RAR heterodimerization with other nuclear receptor 3.0 196.0 52.0 -0.134 0.026 1000.0 -1000.0 -0.044 -1000.0 TCGA08_p53 3.0 23.0 7.0 -0.075 0.048 1000.0 -1000.0 -0.009 -1000.0 Signaling mediated by p38-gamma and p38-delta 3.0 57.0 15.0 -0.071 0.012 1000.0 -1000.0 -0.02 -1000.0 Syndecan-3-mediated signaling events 3.0 123.0 35.0 -0.186 0.037 1000.0 -1000.0 -0.03 -1000.0 Integrins in angiogenesis 3.0 306.0 84.0 -0.119 0.02 1000.0 -1000.0 -0.073 -1000.0 EPHB forward signaling 3.0 285.0 85.0 -0.084 0.058 1000.0 -1000.0 -0.067 -1000.0 IL27-mediated signaling events 3.0 157.0 51.0 -0.127 0.037 1000.0 -1000.0 -0.089 -1000.0 IL6-mediated signaling events 3.0 285.0 75.0 -0.139 0.049 1000.0 -1000.0 -0.062 -1000.0 BCR signaling pathway 3.0 311.0 99.0 -0.128 0.021 1000.0 -1000.0 -0.071 -1000.0 IGF1 pathway 3.0 217.0 57.0 -0.113 0.025 1000.0 -1000.0 -0.075 -1000.0 Plasma membrane estrogen receptor signaling 3.0 310.0 86.0 -0.113 0.028 1000.0 -1000.0 -0.066 -1000.0 Angiopoietin receptor Tie2-mediated signaling 3.0 331.0 88.0 -0.081 0.015 1000.0 -1000.0 -0.085 -1000.0 Signaling events mediated by Stem cell factor receptor (c-Kit) 3.0 264.0 78.0 -0.051 0.026 1000.0 -1000.0 -0.075 -1000.0 Aurora B signaling 3.0 239.0 67.0 -0.071 0.012 1000.0 -1000.0 -0.067 -1000.0 ErbB4 signaling events 2.0 172.0 69.0 -0.129 0.102 1000.0 -1000.0 -0.071 -1000.0 Ephrin A reverse signaling 2.0 15.0 7.0 -0.012 0.002 1000.0 -1000.0 -0.011 -1000.0 Presenilin action in Notch and Wnt signaling 2.0 153.0 61.0 -0.116 0.041 1000.0 -1000.0 -0.064 -1000.0 Aurora C signaling 2.0 19.0 7.0 -0.049 0.0 1000.0 -1000.0 -0.024 -1000.0 Paxillin-independent events mediated by a4b1 and a4b7 2.0 78.0 37.0 -0.044 0.027 1000.0 -1000.0 -0.048 -1000.0 TRAIL signaling pathway 2.0 111.0 48.0 -0.064 0.037 1000.0 -1000.0 -0.06 -1000.0 S1P5 pathway 2.0 35.0 17.0 -0.057 0.012 1000.0 -1000.0 -0.024 -1000.0 HIF-2-alpha transcription factor network 2.0 92.0 43.0 -0.063 0.051 1000.0 -1000.0 -0.06 -1000.0 S1P1 pathway 2.0 96.0 36.0 -0.084 0.012 1000.0 -1000.0 -0.047 -1000.0 FAS signaling pathway (CD95) 2.0 129.0 47.0 -0.153 0.02 1000.0 -1000.0 -0.037 -1000.0 Canonical Wnt signaling pathway 2.0 137.0 51.0 -0.116 0.04 1000.0 -1000.0 -0.053 -1000.0 TCGA08_rtk_signaling 2.0 59.0 26.0 -0.147 0.025 1000.0 -1000.0 -0.018 -1000.0 Stabilization and expansion of the E-cadherin adherens junction 2.0 160.0 74.0 -0.113 0.044 1000.0 -1000.0 -0.072 -1000.0 IL2 signaling events mediated by STAT5 2.0 60.0 22.0 -0.107 0.013 1000.0 -1000.0 -0.04 -1000.0 EGFR-dependent Endothelin signaling events 2.0 60.0 21.0 -0.062 0.018 1000.0 -1000.0 -0.053 -1000.0 VEGFR1 specific signals 2.0 125.0 56.0 -0.022 0.019 1000.0 -1000.0 -0.048 -1000.0 Neurotrophic factor-mediated Trk receptor signaling 2.0 290.0 120.0 -0.098 0.076 1000.0 -1000.0 -0.063 -1000.0 E-cadherin signaling events 2.0 14.0 5.0 -0.019 0.012 1000.0 -1000.0 -0.018 -1000.0 Regulation of Androgen receptor activity 2.0 183.0 70.0 -0.136 0.026 1000.0 -1000.0 -0.056 -1000.0 Ras signaling in the CD4+ TCR pathway 2.0 46.0 17.0 -0.041 0.023 1000.0 -1000.0 -0.032 -1000.0 Regulation of nuclear SMAD2/3 signaling 1.0 249.0 136.0 -0.193 0.109 1000.0 -1000.0 -0.049 -1000.0 BARD1 signaling events 1.0 91.0 57.0 -0.015 0.038 1000.0 -1000.0 -0.042 -1000.0 Sphingosine 1-phosphate (S1P) pathway 1.0 52.0 28.0 -0.057 0.025 1000.0 -1000.0 -0.024 -1000.0 PLK2 and PLK4 events 1.0 4.0 3.0 0.006 0.011 1000.0 -1000.0 -0.01 -1000.0 Signaling events activated by Hepatocyte Growth Factor Receptor (c-Met) 1.0 138.0 85.0 -0.049 0.023 1000.0 -1000.0 -0.059 -1000.0 Hedgehog signaling events mediated by Gli proteins 1.0 87.0 65.0 -0.057 0.058 1000.0 -1000.0 -0.056 -1000.0 Aurora A signaling 1.0 80.0 60.0 -0.145 0.038 1000.0 -1000.0 -0.031 -1000.0 EPO signaling pathway 1.0 63.0 55.0 -0.07 0.054 1000.0 -1000.0 -0.072 -1000.0 PLK1 signaling events 1.0 150.0 85.0 -0.047 0.026 1000.0 -1000.0 -0.034 -1000.0 Insulin-mediated glucose transport 1.0 53.0 32.0 -0.115 0.027 1000.0 -1000.0 -0.045 -1000.0 Nectin adhesion pathway 1.0 125.0 63.0 -0.033 0.024 1000.0 -1000.0 -0.065 -1000.0 Ceramide signaling pathway 1.0 115.0 76.0 -0.113 0.025 1000.0 -1000.0 -0.032 -1000.0 Role of Calcineurin-dependent NFAT signaling in lymphocytes 1.0 119.0 83.0 -0.115 0.041 1000.0 -1000.0 -0.058 -1000.0 Retinoic acid receptors-mediated signaling 1.0 80.0 58.0 -0.064 0.034 1000.0 -1000.0 -0.062 -1000.0 Paxillin-dependent events mediated by a4b1 1.0 41.0 36.0 -0.044 0.021 1000.0 -1000.0 -0.06 -1000.0 IL2 signaling events mediated by PI3K 1.0 97.0 58.0 -0.087 0.025 1000.0 -1000.0 -0.069 -1000.0 HIV-1 Nef: Negative effector of Fas and TNF-alpha 1.0 77.0 45.0 -0.051 0.029 1000.0 -1000.0 -0.066 -1000.0 Regulation of p38-alpha and p38-beta 1.0 54.0 54.0 -0.034 0.032 1000.0 -1000.0 -0.051 -1000.0 Signaling events mediated by VEGFR1 and VEGFR2 1.0 180.0 125.0 -0.039 0.053 1000.0 -1000.0 -0.081 -1000.0 E-cadherin signaling in the nascent adherens junction 1.0 115.0 76.0 -0.021 0.035 1000.0 -1000.0 -0.067 -1000.0 Class I PI3K signaling events 1.0 76.0 73.0 -0.033 0.029 1000.0 -1000.0 -0.054 -1000.0 S1P3 pathway 1.0 83.0 42.0 -0.057 0.018 1000.0 -1000.0 -0.034 -1000.0 Hypoxic and oxygen homeostasis regulation of HIF-1-alpha 1.0 45.0 33.0 -0.107 0.037 1000.0 -1000.0 -0.035 -1000.0 Signaling events mediated by PRL 1.0 49.0 34.0 -0.047 0.018 1000.0 -1000.0 -0.02 -1000.0 E-cadherin signaling in keratinocytes 1.0 82.0 43.0 -0.1 0.019 1000.0 -1000.0 -0.049 -1000.0 S1P4 pathway 1.0 44.0 25.0 -0.057 0.023 1000.0 -1000.0 -0.025 -1000.0 p38 MAPK signaling pathway 1.0 71.0 44.0 -0.121 0.024 1000.0 -1000.0 -0.052 -1000.0 Caspase cascade in apoptosis 0.0 56.0 74.0 -0.044 0.034 1000.0 -1000.0 -0.034 -1000.0 Regulation of cytoplasmic and nuclear SMAD2/3 signaling 0.0 4.0 23.0 -0.001 0.039 1000.0 -1000.0 -0.039 -1000.0 Canonical NF-kappaB pathway 0.0 34.0 39.0 -0.04 0.053 1000.0 -1000.0 -0.067 -1000.0 Signaling events mediated by HDAC Class II 0.0 56.0 75.0 -0.052 0.037 1000.0 -1000.0 -0.038 -1000.0 Circadian rhythm pathway 0.0 9.0 22.0 -0.03 0.04 1000.0 -1000.0 -0.04 -1000.0 Arf6 downstream pathway 0.0 14.0 43.0 -0.018 0.019 1000.0 -1000.0 -0.04 -1000.0 mTOR signaling pathway 0.0 4.0 53.0 -0.006 0.028 1000.0 -1000.0 -0.052 -1000.0 IFN-gamma pathway 0.0 57.0 68.0 -0.121 0.054 1000.0 -1000.0 -0.074 -1000.0 Class I PI3K signaling events mediated by Akt 0.0 37.0 68.0 -0.115 0.044 1000.0 -1000.0 -0.04 -1000.0 Signaling events mediated by HDAC Class III 0.0 37.0 40.0 -0.038 0.026 1000.0 -1000.0 -0.021 -1000.0 ceramide signaling pathway 0.0 38.0 49.0 -0.038 0.027 1000.0 -1000.0 -0.039 -1000.0 Signaling events mediated by HDAC Class I 0.0 54.0 104.0 -0.043 0.049 1000.0 -1000.0 -0.057 -1000.0 FoxO family signaling 0.0 57.0 64.0 -0.115 0.085 1000.0 -1000.0 -0.079 -1000.0 Atypical NF-kappaB pathway 0.0 29.0 31.0 -0.019 0.024 1000.0 -1000.0 -0.03 -1000.0 Sumoylation by RanBP2 regulates transcriptional repression 0.0 0.0 27.0 0.0 0.032 1000.0 -1000.0 -0.043 -1000.0 Arf6 trafficking events 0.0 25.0 71.0 -0.051 0.038 1000.0 -1000.0 -0.065 -1000.0 Regulation of Telomerase 0.0 99.0 102.0 -0.052 0.041 1000.0 -1000.0 -0.061 -1000.0 Insulin Pathway 0.0 65.0 74.0 -0.044 0.035 1000.0 -1000.0 -0.068 -1000.0 PDGFR-beta signaling pathway 0.0 81.0 97.0 -0.024 0.043 1000.0 -1000.0 -0.067 -1000.0 Arf1 pathway 0.0 3.0 54.0 -0.002 0.026 1000.0 -1000.0 -0.026 -1000.0 Alternative NF-kappaB pathway 0.0 6.0 13.0 -0.001 0.026 1000.0 -1000.0 -0.023 -1000.0 Total 410 24984 7203 -14.2607251928 -995.693066464 131000 -131000 -6.84750097143 -131000