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 Nephrin/Neph1 signaling in the kidney podocyte 65.0 2220.0 34.0 -0.666 0.012 1000.0 -1000.0 -0.07 -1000.0 EGFR-dependent Endothelin signaling events 53.0 1128.0 21.0 -0.765 0.012 1000.0 -1000.0 -0.077 -1000.0 Angiopoietin receptor Tie2-mediated signaling 39.0 3512.0 88.0 -0.909 0.072 1000.0 -1000.0 -0.123 -1000.0 FOXA2 and FOXA3 transcription factor networks 38.0 1773.0 46.0 -1.294 0.019 1000.0 -1000.0 -0.081 -1000.0 Glypican 2 network 32.0 129.0 4.0 -0.135 -1000.0 1000.0 -1000.0 -0.04 -1000.0 PDGFR-alpha signaling pathway 28.0 1245.0 44.0 -0.342 0.028 1000.0 -1000.0 -0.061 -1000.0 Thromboxane A2 receptor signaling 22.0 2312.0 105.0 -0.765 0.08 1000.0 -1000.0 -0.077 -1000.0 Glypican 1 network 21.0 1046.0 48.0 -0.48 0.033 1000.0 -1000.0 -0.059 -1000.0 Arf6 signaling events 19.0 1204.0 62.0 -0.765 0.016 1000.0 -1000.0 -0.07 -1000.0 BMP receptor signaling 16.0 1316.0 81.0 -0.55 0.012 1000.0 -1000.0 -0.094 -1000.0 amb2 Integrin signaling 16.0 1386.0 82.0 -0.568 0.012 1000.0 -1000.0 -0.092 -1000.0 FOXM1 transcription factor network 16.0 826.0 51.0 -0.301 0.022 1000.0 -1000.0 -0.19 -1000.0 Signaling events mediated by Stem cell factor receptor (c-Kit) 16.0 1249.0 78.0 -0.332 0.057 1000.0 -1000.0 -0.076 -1000.0 IL4-mediated signaling events 14.0 1342.0 91.0 -0.925 0.495 1000.0 -1000.0 -0.149 -1000.0 TCGA08_retinoblastoma 14.0 112.0 8.0 -0.263 0.069 1000.0 -1000.0 -0.027 -1000.0 Endothelins 13.0 1316.0 96.0 -0.587 0.014 1000.0 -1000.0 -0.09 -1000.0 Syndecan-4-mediated signaling events 13.0 894.0 67.0 -0.54 0.087 1000.0 -1000.0 -0.101 -1000.0 Effects of Botulinum toxin 12.0 330.0 26.0 -0.264 0.015 1000.0 -1000.0 -0.066 -1000.0 Signaling events mediated by VEGFR1 and VEGFR2 12.0 1606.0 125.0 -0.154 0.014 1000.0 -1000.0 -0.106 -1000.0 Signaling events mediated by PTP1B 11.0 871.0 76.0 -0.769 0.101 1000.0 -1000.0 -0.089 -1000.0 Signaling mediated by p38-alpha and p38-beta 11.0 514.0 44.0 -0.14 0.012 1000.0 -1000.0 -0.055 -1000.0 Integrins in angiogenesis 11.0 957.0 84.0 -0.597 0.034 1000.0 -1000.0 -0.097 -1000.0 Calcineurin-regulated NFAT-dependent transcription in lymphocytes 11.0 779.0 68.0 -0.626 0.069 1000.0 -1000.0 -0.143 -1000.0 Neurotrophic factor-mediated Trk receptor signaling 11.0 1365.0 120.0 -0.364 0.168 1000.0 -1000.0 -0.083 -1000.0 S1P1 pathway 10.0 361.0 36.0 -0.142 0.012 1000.0 -1000.0 -0.061 -1000.0 TCR signaling in naïve CD8+ T cells 10.0 965.0 93.0 -0.608 0.277 1000.0 -1000.0 -0.093 -1000.0 Stabilization and expansion of the E-cadherin adherens junction 10.0 807.0 74.0 -0.765 0.05 1000.0 -1000.0 -0.1 -1000.0 Aurora C signaling 9.0 67.0 7.0 -0.154 0.012 1000.0 -1000.0 -0.047 -1000.0 Aurora B signaling 9.0 651.0 67.0 -0.281 0.012 1000.0 -1000.0 -0.081 -1000.0 Syndecan-1-mediated signaling events 8.0 304.0 34.0 -0.123 0.012 1000.0 -1000.0 -0.057 -1000.0 Signaling events mediated by the Hedgehog family 8.0 435.0 52.0 -0.103 0.035 1000.0 -1000.0 -0.086 -1000.0 Noncanonical Wnt signaling pathway 8.0 213.0 26.0 -0.247 0.012 1000.0 -1000.0 -0.096 -1000.0 FoxO family signaling 8.0 565.0 64.0 -0.967 0.081 1000.0 -1000.0 -0.086 -1000.0 E-cadherin signaling events 8.0 42.0 5.0 -0.075 0.012 1000.0 -1000.0 -0.046 -1000.0 p75(NTR)-mediated signaling 7.0 971.0 125.0 -0.549 0.025 1000.0 -1000.0 -0.102 -1000.0 Wnt signaling 7.0 52.0 7.0 -0.048 0.012 1000.0 -1000.0 -0.036 -1000.0 LPA4-mediated signaling events 6.0 79.0 12.0 -0.217 0.019 1000.0 -1000.0 -0.036 -1000.0 ErbB4 signaling events 6.0 416.0 69.0 -0.376 0.119 1000.0 -1000.0 -0.087 -1000.0 Sphingosine 1-phosphate (S1P) pathway 6.0 172.0 28.0 -0.151 0.012 1000.0 -1000.0 -0.057 -1000.0 HIF-1-alpha transcription factor network 6.0 513.0 76.0 -0.182 0.048 1000.0 -1000.0 -0.166 -1000.0 Glucocorticoid receptor regulatory network 6.0 765.0 114.0 -0.624 0.16 1000.0 -1000.0 -0.078 -1000.0 Ceramide signaling pathway 6.0 511.0 76.0 -0.765 0.253 1000.0 -1000.0 -0.071 -1000.0 Nongenotropic Androgen signaling 6.0 328.0 52.0 -0.099 0.025 1000.0 -1000.0 -0.066 -1000.0 IL27-mediated signaling events 6.0 348.0 51.0 -1.017 0.173 1000.0 -1000.0 -0.091 -1000.0 Plasma membrane estrogen receptor signaling 6.0 564.0 86.0 -0.151 0.028 1000.0 -1000.0 -0.084 -1000.0 Regulation of nuclear SMAD2/3 signaling 5.0 700.0 136.0 -0.625 0.076 1000.0 -1000.0 -0.076 -1000.0 Coregulation of Androgen receptor activity 5.0 395.0 76.0 -0.814 0.023 1000.0 -1000.0 -0.051 -1000.0 IL12-mediated signaling events 5.0 446.0 87.0 -0.202 0.031 1000.0 -1000.0 -0.136 -1000.0 Lissencephaly gene (LIS1) in neuronal migration and development 5.0 286.0 54.0 -0.256 0.026 1000.0 -1000.0 -0.104 -1000.0 Ephrin A reverse signaling 5.0 38.0 7.0 -0.036 -0.0 1000.0 -1000.0 -0.037 -1000.0 Presenilin action in Notch and Wnt signaling 5.0 333.0 61.0 -0.215 0.097 1000.0 -1000.0 -0.073 -1000.0 Reelin signaling pathway 5.0 304.0 56.0 -0.194 0.012 1000.0 -1000.0 -0.088 -1000.0 IL6-mediated signaling events 5.0 435.0 75.0 -0.263 0.056 1000.0 -1000.0 -0.093 -1000.0 Regulation of Telomerase 5.0 528.0 102.0 -0.765 0.043 1000.0 -1000.0 -0.109 -1000.0 Visual signal transduction: Rods 5.0 296.0 52.0 -0.227 0.012 1000.0 -1000.0 -0.087 -1000.0 Class IB PI3K non-lipid kinase events 5.0 15.0 3.0 -0.008 -1000.0 1000.0 -1000.0 -0.013 -1000.0 Regulation of Androgen receptor activity 5.0 389.0 70.0 -0.912 0.029 1000.0 -1000.0 -0.061 -1000.0 PLK2 and PLK4 events 4.0 14.0 3.0 -0.018 0.007 1000.0 -1000.0 -0.017 -1000.0 Osteopontin-mediated events 4.0 154.0 38.0 -0.138 0.037 1000.0 -1000.0 -0.108 -1000.0 Syndecan-2-mediated signaling events 4.0 325.0 69.0 -0.568 0.042 1000.0 -1000.0 -0.058 -1000.0 Signaling events regulated by Ret tyrosine kinase 4.0 390.0 82.0 -0.112 0.012 1000.0 -1000.0 -0.092 -1000.0 RXR and RAR heterodimerization with other nuclear receptor 4.0 243.0 52.0 -0.37 0.057 1000.0 -1000.0 -0.067 -1000.0 Syndecan-3-mediated signaling events 4.0 156.0 35.0 -0.187 0.012 1000.0 -1000.0 -0.068 -1000.0 Calcium signaling in the CD4+ TCR pathway 4.0 150.0 31.0 -0.165 0.016 1000.0 -1000.0 -0.1 -1000.0 E-cadherin signaling in the nascent adherens junction 4.0 340.0 76.0 -0.075 0.027 1000.0 -1000.0 -0.092 -1000.0 BCR signaling pathway 4.0 404.0 99.0 -0.103 0.028 1000.0 -1000.0 -0.102 -1000.0 S1P3 pathway 4.0 202.0 42.0 -0.151 0.02 1000.0 -1000.0 -0.059 -1000.0 PDGFR-beta signaling pathway 4.0 394.0 97.0 -0.134 0.045 1000.0 -1000.0 -0.093 -1000.0 E-cadherin signaling in keratinocytes 4.0 180.0 43.0 -0.304 0.033 1000.0 -1000.0 -0.07 -1000.0 Caspase cascade in apoptosis 3.0 270.0 74.0 -0.404 0.038 1000.0 -1000.0 -0.056 -1000.0 JNK signaling in the CD4+ TCR pathway 3.0 52.0 17.0 -0.043 0.028 1000.0 -1000.0 -0.076 -1000.0 PLK1 signaling events 3.0 283.0 85.0 -0.127 0.017 1000.0 -1000.0 -0.062 -1000.0 Insulin-mediated glucose transport 3.0 103.0 32.0 -0.139 0.066 1000.0 -1000.0 -0.065 -1000.0 IL1-mediated signaling events 3.0 201.0 62.0 -0.178 0.06 1000.0 -1000.0 -0.106 -1000.0 EPHB forward signaling 3.0 277.0 85.0 -0.157 0.055 1000.0 -1000.0 -0.098 -1000.0 TCGA08_rtk_signaling 3.0 79.0 26.0 -0.276 0.029 1000.0 -1000.0 -0.024 -1000.0 IL2 signaling events mediated by STAT5 3.0 82.0 22.0 -0.065 0.046 1000.0 -1000.0 -0.055 -1000.0 IL23-mediated signaling events 3.0 209.0 60.0 -0.129 0.024 1000.0 -1000.0 -0.178 -1000.0 ErbB2/ErbB3 signaling events 2.0 136.0 65.0 -0.133 0.032 1000.0 -1000.0 -0.066 -1000.0 BARD1 signaling events 2.0 142.0 57.0 -0.132 0.031 1000.0 -1000.0 -0.07 -1000.0 Signaling events activated by Hepatocyte Growth Factor Receptor (c-Met) 2.0 208.0 85.0 -0.138 0.038 1000.0 -1000.0 -0.075 -1000.0 Fc-epsilon receptor I signaling in mast cells 2.0 278.0 97.0 -0.142 0.031 1000.0 -1000.0 -0.095 -1000.0 IFN-gamma pathway 2.0 197.0 68.0 -0.455 0.065 1000.0 -1000.0 -0.097 -1000.0 Nectin adhesion pathway 2.0 146.0 63.0 -0.132 0.053 1000.0 -1000.0 -0.079 -1000.0 S1P5 pathway 2.0 48.0 17.0 -0.064 0.031 1000.0 -1000.0 -0.056 -1000.0 Ephrin B reverse signaling 2.0 110.0 48.0 -0.08 0.052 1000.0 -1000.0 -0.073 -1000.0 Role of Calcineurin-dependent NFAT signaling in lymphocytes 2.0 175.0 83.0 -0.295 0.048 1000.0 -1000.0 -0.081 -1000.0 IL2 signaling events mediated by PI3K 2.0 168.0 58.0 -0.061 0.058 1000.0 -1000.0 -0.093 -1000.0 Canonical Wnt signaling pathway 2.0 143.0 51.0 -0.214 0.104 1000.0 -1000.0 -0.055 -1000.0 Regulation of p38-alpha and p38-beta 2.0 126.0 54.0 -0.157 0.062 1000.0 -1000.0 -0.068 -1000.0 LPA receptor mediated events 2.0 224.0 102.0 -0.138 0.033 1000.0 -1000.0 -0.094 -1000.0 Arf6 trafficking events 2.0 142.0 71.0 -0.389 0.042 1000.0 -1000.0 -0.077 -1000.0 Signaling events mediated by PRL 2.0 78.0 34.0 -0.03 0.022 1000.0 -1000.0 -0.043 -1000.0 S1P4 pathway 2.0 60.0 25.0 -0.064 0.028 1000.0 -1000.0 -0.058 -1000.0 Signaling events mediated by HDAC Class II 1.0 89.0 75.0 -0.157 0.037 1000.0 -1000.0 -0.065 -1000.0 Visual signal transduction: Cones 1.0 40.0 38.0 -0.019 0.012 1000.0 -1000.0 -0.08 -1000.0 Cellular roles of Anthrax toxin 1.0 67.0 39.0 -0.193 0.019 1000.0 -1000.0 -0.035 -1000.0 Aurora A signaling 1.0 90.0 60.0 -0.142 0.036 1000.0 -1000.0 -0.06 -1000.0 HIF-2-alpha transcription factor network 1.0 64.0 43.0 -0.186 0.134 1000.0 -1000.0 -0.097 -1000.0 FAS signaling pathway (CD95) 1.0 81.0 47.0 -0.107 0.023 1000.0 -1000.0 -0.055 -1000.0 Signaling mediated by p38-gamma and p38-delta 1.0 20.0 15.0 -0.007 0.025 1000.0 -1000.0 -0.029 -1000.0 Retinoic acid receptors-mediated signaling 1.0 70.0 58.0 -0.06 0.034 1000.0 -1000.0 -0.082 -1000.0 Class I PI3K signaling events 1.0 138.0 73.0 -0.051 0.028 1000.0 -1000.0 -0.075 -1000.0 IGF1 pathway 1.0 109.0 57.0 -0.04 0.044 1000.0 -1000.0 -0.098 -1000.0 Hypoxic and oxygen homeostasis regulation of HIF-1-alpha 1.0 34.0 33.0 -0.261 0.037 1000.0 -1000.0 -0.066 -1000.0 Ras signaling in the CD4+ TCR pathway 1.0 33.0 17.0 -0.017 0.026 1000.0 -1000.0 -0.053 -1000.0 Regulation of cytoplasmic and nuclear SMAD2/3 signaling 0.0 0.0 23.0 0.0 0.046 1000.0 -1000.0 -0.072 -1000.0 Canonical NF-kappaB pathway 0.0 19.0 39.0 -0.019 0.079 1000.0 -1000.0 -0.101 -1000.0 Circadian rhythm pathway 0.0 2.0 22.0 -0.012 0.043 1000.0 -1000.0 -0.071 -1000.0 a4b1 and a4b7 Integrin signaling 0.0 0.0 5.0 0.0 0.012 1000.0 -1000.0 -0.042 -1000.0 Hedgehog signaling events mediated by Gli proteins 0.0 54.0 65.0 -0.064 0.065 1000.0 -1000.0 -0.079 -1000.0 Arf6 downstream pathway 0.0 2.0 43.0 -0.024 0.025 1000.0 -1000.0 -0.045 -1000.0 EPO signaling pathway 0.0 30.0 55.0 -0.05 0.076 1000.0 -1000.0 -0.107 -1000.0 mTOR signaling pathway 0.0 9.0 53.0 -0.003 0.032 1000.0 -1000.0 -0.058 -1000.0 Class I PI3K signaling events mediated by Akt 0.0 63.0 68.0 -0.139 0.048 1000.0 -1000.0 -0.078 -1000.0 Paxillin-independent events mediated by a4b1 and a4b7 0.0 20.0 37.0 -0.039 0.033 1000.0 -1000.0 -0.064 -1000.0 Signaling events mediated by HDAC Class III 0.0 14.0 40.0 -0.021 0.022 1000.0 -1000.0 -0.05 -1000.0 TRAIL signaling pathway 0.0 36.0 48.0 -0.024 0.045 1000.0 -1000.0 -0.077 -1000.0 ceramide signaling pathway 0.0 24.0 49.0 -0.016 0.046 1000.0 -1000.0 -0.062 -1000.0 Signaling events mediated by HDAC Class I 0.0 82.0 104.0 -0.157 0.055 1000.0 -1000.0 -0.086 -1000.0 TCGA08_p53 0.0 0.0 7.0 -0.179 0.108 1000.0 -1000.0 -0.021 -1000.0 Paxillin-dependent events mediated by a4b1 0.0 0.0 36.0 -0.028 0.022 1000.0 -1000.0 -0.071 -1000.0 Atypical NF-kappaB pathway 0.0 6.0 31.0 -0.002 0.048 1000.0 -1000.0 -0.066 -1000.0 HIV-1 Nef: Negative effector of Fas and TNF-alpha 0.0 29.0 45.0 -0.025 0.06 1000.0 -1000.0 -0.1 -1000.0 Sumoylation by RanBP2 regulates transcriptional repression 0.0 3.0 27.0 -0.003 0.029 1000.0 -1000.0 -0.059 -1000.0 Insulin Pathway 0.0 44.0 74.0 -0.032 0.036 1000.0 -1000.0 -0.106 -1000.0 VEGFR1 specific signals 0.0 48.0 56.0 -0.009 0.049 1000.0 -1000.0 -0.087 -1000.0 Rapid glucocorticoid signaling 0.0 7.0 20.0 -0.002 0.012 1000.0 -1000.0 -0.04 -1000.0 p38 MAPK signaling pathway 0.0 25.0 44.0 -0.03 0.043 1000.0 -1000.0 -0.069 -1000.0 Arf1 pathway 0.0 5.0 54.0 -0.006 0.031 1000.0 -1000.0 -0.054 -1000.0 Alternative NF-kappaB pathway 0.0 0.0 13.0 -0.0 0.012 1000.0 -1000.0 -0.071 -1000.0 Total 849 50972 7203 -33.8482632959 -1993.78473569 131000 -131000 -10.0258865282 -131000