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 11.0 405.0 34.0 -0.116 0.03 1000.0 -1000.0 -0.024 -1000.0 IL4-mediated signaling events 9.0 904.0 91.0 -0.749 0.685 1000.0 -1000.0 -0.079 -1000.0 IL23-mediated signaling events 7.0 436.0 60.0 -0.425 0.03 1000.0 -1000.0 -0.077 -1000.0 Syndecan-1-mediated signaling events 6.0 218.0 34.0 -0.094 0.03 1000.0 -1000.0 -0.021 -1000.0 TCR signaling in naïve CD8+ T cells 6.0 560.0 93.0 -0.189 0.042 1000.0 -1000.0 -0.033 -1000.0 Class IB PI3K non-lipid kinase events 6.0 18.0 3.0 -0.028 -1000.0 1000.0 -1000.0 -0.011 -1000.0 Osteopontin-mediated events 5.0 198.0 38.0 -0.132 0.03 1000.0 -1000.0 -0.015 -1000.0 Glucocorticoid receptor regulatory network 5.0 668.0 114.0 -0.433 0.268 1000.0 -1000.0 -0.043 -1000.0 Endothelins 5.0 573.0 96.0 -0.134 0.032 1000.0 -1000.0 -0.033 -1000.0 IL12-mediated signaling events 4.0 427.0 87.0 -0.255 0.077 1000.0 -1000.0 -0.043 -1000.0 Signaling events regulated by Ret tyrosine kinase 4.0 348.0 82.0 -0.125 0.03 1000.0 -1000.0 -0.036 -1000.0 Signaling mediated by p38-alpha and p38-beta 4.0 218.0 44.0 -0.084 0.03 1000.0 -1000.0 -0.018 -1000.0 Calcium signaling in the CD4+ TCR pathway 4.0 142.0 31.0 -0.158 0.03 1000.0 -1000.0 -0.034 -1000.0 LPA receptor mediated events 4.0 447.0 102.0 -0.12 0.03 1000.0 -1000.0 -0.06 -1000.0 Calcineurin-regulated NFAT-dependent transcription in lymphocytes 4.0 301.0 68.0 -0.253 0.054 1000.0 -1000.0 -0.06 -1000.0 Stabilization and expansion of the E-cadherin adherens junction 4.0 300.0 74.0 -0.048 0.073 1000.0 -1000.0 -0.045 -1000.0 E-cadherin signaling events 4.0 24.0 5.0 -0.045 0.029 1000.0 -1000.0 0.011 -1000.0 ErbB2/ErbB3 signaling events 3.0 212.0 65.0 -0.116 0.042 1000.0 -1000.0 -0.039 -1000.0 Caspase cascade in apoptosis 3.0 253.0 74.0 -0.095 0.063 1000.0 -1000.0 -0.032 -1000.0 BARD1 signaling events 3.0 199.0 57.0 -0.066 0.054 1000.0 -1000.0 -0.037 -1000.0 Signaling events mediated by the Hedgehog family 3.0 192.0 52.0 -0.103 0.041 1000.0 -1000.0 -0.02 -1000.0 JNK signaling in the CD4+ TCR pathway 3.0 64.0 17.0 -0.141 0.037 1000.0 -1000.0 -0.028 -1000.0 Noncanonical Wnt signaling pathway 3.0 93.0 26.0 -0.055 0.03 1000.0 -1000.0 -0.031 -1000.0 Thromboxane A2 receptor signaling 3.0 407.0 105.0 -0.065 0.031 1000.0 -1000.0 -0.025 -1000.0 HIF-1-alpha transcription factor network 3.0 280.0 76.0 -0.185 0.037 1000.0 -1000.0 -0.037 -1000.0 Signaling events activated by Hepatocyte Growth Factor Receptor (c-Met) 3.0 257.0 85.0 -0.081 0.044 1000.0 -1000.0 -0.045 -1000.0 Arf6 downstream pathway 3.0 152.0 43.0 -0.081 0.04 1000.0 -1000.0 -0.025 -1000.0 amb2 Integrin signaling 3.0 262.0 82.0 -0.105 0.054 1000.0 -1000.0 -0.027 -1000.0 Ephrin B reverse signaling 3.0 156.0 48.0 -0.067 0.031 1000.0 -1000.0 -0.027 -1000.0 FAS signaling pathway (CD95) 3.0 178.0 47.0 -0.137 0.043 1000.0 -1000.0 -0.025 -1000.0 EPHB forward signaling 3.0 260.0 85.0 -0.125 0.055 1000.0 -1000.0 -0.046 -1000.0 Wnt signaling 3.0 23.0 7.0 -0.033 0.027 1000.0 -1000.0 -0.01 -1000.0 IL6-mediated signaling events 3.0 292.0 75.0 -0.167 0.043 1000.0 -1000.0 -0.027 -1000.0 E-cadherin signaling in the nascent adherens junction 3.0 258.0 76.0 -0.058 0.048 1000.0 -1000.0 -0.037 -1000.0 BCR signaling pathway 3.0 336.0 99.0 -0.07 0.073 1000.0 -1000.0 -0.037 -1000.0 E-cadherin signaling in keratinocytes 3.0 155.0 43.0 -0.058 0.031 1000.0 -1000.0 -0.018 -1000.0 Signaling events mediated by Stem cell factor receptor (c-Kit) 3.0 310.0 78.0 -0.097 0.044 1000.0 -1000.0 -0.032 -1000.0 Coregulation of Androgen receptor activity 2.0 156.0 76.0 -0.258 0.081 1000.0 -1000.0 -0.015 -1000.0 Syndecan-2-mediated signaling events 2.0 151.0 69.0 -0.084 0.059 1000.0 -1000.0 -0.031 -1000.0 a4b1 and a4b7 Integrin signaling 2.0 11.0 5.0 0.001 0.022 1000.0 -1000.0 0.009 -1000.0 Arf6 signaling events 2.0 149.0 62.0 -0.038 0.067 1000.0 -1000.0 -0.014 -1000.0 Presenilin action in Notch and Wnt signaling 2.0 142.0 61.0 -0.079 0.076 1000.0 -1000.0 -0.037 -1000.0 p75(NTR)-mediated signaling 2.0 339.0 125.0 -0.051 0.075 1000.0 -1000.0 -0.055 -1000.0 BMP receptor signaling 2.0 172.0 81.0 -0.061 0.054 1000.0 -1000.0 -0.027 -1000.0 Glypican 1 network 2.0 101.0 48.0 -0.11 0.056 1000.0 -1000.0 -0.015 -1000.0 Nectin adhesion pathway 2.0 168.0 63.0 -0.055 0.052 1000.0 -1000.0 -0.024 -1000.0 Ceramide signaling pathway 2.0 175.0 76.0 -0.062 0.061 1000.0 -1000.0 -0.032 -1000.0 Reelin signaling pathway 2.0 133.0 56.0 -0.035 0.043 1000.0 -1000.0 -0.019 -1000.0 IL1-mediated signaling events 2.0 129.0 62.0 -0.052 0.061 1000.0 -1000.0 -0.023 -1000.0 S1P5 pathway 2.0 47.0 17.0 -0.047 0.03 1000.0 -1000.0 -0.005 -1000.0 Signaling mediated by p38-gamma and p38-delta 2.0 30.0 15.0 -0.031 0.03 1000.0 -1000.0 -0.027 -1000.0 Integrins in angiogenesis 2.0 235.0 84.0 -0.081 0.05 1000.0 -1000.0 -0.032 -1000.0 Canonical Wnt signaling pathway 2.0 126.0 51.0 -0.119 0.036 1000.0 -1000.0 -0.04 -1000.0 IL27-mediated signaling events 2.0 140.0 51.0 -0.135 0.07 1000.0 -1000.0 -0.038 -1000.0 TCGA08_retinoblastoma 2.0 21.0 8.0 -0.004 0.036 1000.0 -1000.0 -0.002 -1000.0 Syndecan-4-mediated signaling events 2.0 172.0 67.0 -0.1 0.039 1000.0 -1000.0 -0.028 -1000.0 Plasma membrane estrogen receptor signaling 2.0 252.0 86.0 -0.12 0.07 1000.0 -1000.0 -0.034 -1000.0 S1P3 pathway 2.0 93.0 42.0 -0.047 0.042 1000.0 -1000.0 -0.016 -1000.0 Neurotrophic factor-mediated Trk receptor signaling 2.0 268.0 120.0 -0.077 0.077 1000.0 -1000.0 -0.033 -1000.0 Visual signal transduction: Rods 2.0 111.0 52.0 -0.051 0.033 1000.0 -1000.0 -0.014 -1000.0 S1P4 pathway 2.0 71.0 25.0 -0.047 0.036 1000.0 -1000.0 -0.015 -1000.0 Regulation of Androgen receptor activity 2.0 176.0 70.0 -0.262 0.034 1000.0 -1000.0 -0.037 -1000.0 LPA4-mediated signaling events 1.0 20.0 12.0 -0.04 0.01 1000.0 -1000.0 -0.02 -1000.0 Regulation of nuclear SMAD2/3 signaling 1.0 163.0 136.0 -0.115 0.113 1000.0 -1000.0 -0.037 -1000.0 Regulation of cytoplasmic and nuclear SMAD2/3 signaling 1.0 23.0 23.0 -0.071 0.05 1000.0 -1000.0 -0.016 -1000.0 ErbB4 signaling events 1.0 69.0 69.0 -0.038 0.041 1000.0 -1000.0 -0.025 -1000.0 Sphingosine 1-phosphate (S1P) pathway 1.0 41.0 28.0 -0.047 0.036 1000.0 -1000.0 -0.011 -1000.0 Visual signal transduction: Cones 1.0 40.0 38.0 -0.033 0.051 1000.0 -1000.0 -0.007 -1000.0 Lissencephaly gene (LIS1) in neuronal migration and development 1.0 88.0 54.0 -0.033 0.043 1000.0 -1000.0 -0.022 -1000.0 Ephrin A reverse signaling 1.0 7.0 7.0 -0.015 0.028 1000.0 -1000.0 -0.006 -1000.0 Cellular roles of Anthrax toxin 1.0 75.0 39.0 -0.035 0.03 1000.0 -1000.0 -0.016 -1000.0 Signaling events mediated by PTP1B 1.0 111.0 76.0 -0.101 0.042 1000.0 -1000.0 -0.023 -1000.0 Hedgehog signaling events mediated by Gli proteins 1.0 100.0 65.0 -0.097 0.064 1000.0 -1000.0 -0.03 -1000.0 Aurora C signaling 1.0 8.0 7.0 -0.0 0.026 1000.0 -1000.0 -0.003 -1000.0 FOXA2 and FOXA3 transcription factor networks 1.0 51.0 46.0 -0.121 0.034 1000.0 -1000.0 -0.062 -1000.0 EPO signaling pathway 1.0 87.0 55.0 -0.027 0.065 1000.0 -1000.0 -0.023 -1000.0 Fc-epsilon receptor I signaling in mast cells 1.0 176.0 97.0 -0.082 0.058 1000.0 -1000.0 -0.045 -1000.0 PLK1 signaling events 1.0 114.0 85.0 -0.044 0.046 1000.0 -1000.0 -0.029 -1000.0 PDGFR-alpha signaling pathway 1.0 56.0 44.0 -0.072 0.061 1000.0 -1000.0 -0.034 -1000.0 mTOR signaling pathway 1.0 103.0 53.0 -0.077 0.048 1000.0 -1000.0 -0.024 -1000.0 IFN-gamma pathway 1.0 118.0 68.0 -0.043 0.046 1000.0 -1000.0 -0.037 -1000.0 Paxillin-independent events mediated by a4b1 and a4b7 1.0 69.0 37.0 -0.069 0.053 1000.0 -1000.0 -0.019 -1000.0 ceramide signaling pathway 1.0 57.0 49.0 -0.011 0.05 1000.0 -1000.0 -0.028 -1000.0 HIF-2-alpha transcription factor network 1.0 50.0 43.0 -0.069 0.071 1000.0 -1000.0 -0.034 -1000.0 Role of Calcineurin-dependent NFAT signaling in lymphocytes 1.0 100.0 83.0 -0.054 0.054 1000.0 -1000.0 -0.021 -1000.0 S1P1 pathway 1.0 69.0 36.0 -0.09 0.029 1000.0 -1000.0 -0.02 -1000.0 TCGA08_p53 1.0 9.0 7.0 -0.008 0.028 1000.0 -1000.0 -0.004 -1000.0 Retinoic acid receptors-mediated signaling 1.0 85.0 58.0 -0.043 0.06 1000.0 -1000.0 -0.031 -1000.0 Paxillin-dependent events mediated by a4b1 1.0 43.0 36.0 -0.041 0.047 1000.0 -1000.0 -0.022 -1000.0 Syndecan-3-mediated signaling events 1.0 39.0 35.0 -0.069 0.075 1000.0 -1000.0 -0.019 -1000.0 IL2 signaling events mediated by PI3K 1.0 81.0 58.0 -0.044 0.043 1000.0 -1000.0 -0.029 -1000.0 HIV-1 Nef: Negative effector of Fas and TNF-alpha 1.0 68.0 45.0 -0.059 0.065 1000.0 -1000.0 -0.029 -1000.0 Regulation of p38-alpha and p38-beta 1.0 87.0 54.0 -0.072 0.063 1000.0 -1000.0 -0.039 -1000.0 Effects of Botulinum toxin 1.0 49.0 26.0 -0.054 0.044 1000.0 -1000.0 -0.002 -1000.0 Nongenotropic Androgen signaling 1.0 77.0 52.0 -0.054 0.045 1000.0 -1000.0 -0.023 -1000.0 Class I PI3K signaling events 1.0 100.0 73.0 -0.065 0.053 1000.0 -1000.0 -0.026 -1000.0 EGFR-dependent Endothelin signaling events 1.0 23.0 21.0 -0.025 0.06 1000.0 -1000.0 -0.031 -1000.0 IGF1 pathway 1.0 107.0 57.0 -0.016 0.067 1000.0 -1000.0 -0.032 -1000.0 Insulin Pathway 1.0 116.0 74.0 -0.135 0.067 1000.0 -1000.0 -0.035 -1000.0 VEGFR1 specific signals 1.0 59.0 56.0 -0.029 0.05 1000.0 -1000.0 -0.034 -1000.0 Angiopoietin receptor Tie2-mediated signaling 1.0 138.0 88.0 -0.125 0.039 1000.0 -1000.0 -0.059 -1000.0 Hypoxic and oxygen homeostasis regulation of HIF-1-alpha 1.0 47.0 33.0 -0.012 0.077 1000.0 -1000.0 -0.022 -1000.0 Rapid glucocorticoid signaling 1.0 21.0 20.0 -0.035 0.027 1000.0 -1000.0 -0.001 -1000.0 PDGFR-beta signaling pathway 1.0 182.0 97.0 -0.125 0.065 1000.0 -1000.0 -0.042 -1000.0 FOXM1 transcription factor network 1.0 59.0 51.0 -0.072 0.058 1000.0 -1000.0 -0.063 -1000.0 Ras signaling in the CD4+ TCR pathway 1.0 31.0 17.0 -0.015 0.05 1000.0 -1000.0 -0.015 -1000.0 Aurora B signaling 1.0 75.0 67.0 -0.166 0.066 1000.0 -1000.0 -0.029 -1000.0 Canonical NF-kappaB pathway 0.0 23.0 39.0 -0.0 0.064 1000.0 -1000.0 -0.019 -1000.0 Signaling events mediated by HDAC Class II 0.0 50.0 75.0 -0.054 0.066 1000.0 -1000.0 -0.026 -1000.0 PLK2 and PLK4 events 0.0 2.0 3.0 0.006 -1000.0 1000.0 -1000.0 -0.01 -1000.0 Circadian rhythm pathway 0.0 2.0 22.0 -0.009 0.063 1000.0 -1000.0 -0.034 -1000.0 Aurora A signaling 0.0 10.0 60.0 -0.002 0.06 1000.0 -1000.0 -0.015 -1000.0 Insulin-mediated glucose transport 0.0 18.0 32.0 -0.035 0.054 1000.0 -1000.0 -0.018 -1000.0 Class I PI3K signaling events mediated by Akt 0.0 62.0 68.0 -0.035 0.056 1000.0 -1000.0 -0.02 -1000.0 Signaling events mediated by HDAC Class III 0.0 13.0 40.0 -0.05 0.051 1000.0 -1000.0 -0.037 -1000.0 TRAIL signaling pathway 0.0 30.0 48.0 -0.005 0.063 1000.0 -1000.0 -0.019 -1000.0 RXR and RAR heterodimerization with other nuclear receptor 0.0 27.0 52.0 -0.011 0.085 1000.0 -1000.0 -0.023 -1000.0 Signaling events mediated by HDAC Class I 0.0 43.0 104.0 -0.053 0.064 1000.0 -1000.0 -0.033 -1000.0 FoxO family signaling 0.0 60.0 64.0 -0.111 0.052 1000.0 -1000.0 -0.046 -1000.0 Atypical NF-kappaB pathway 0.0 17.0 31.0 -0.0 0.041 1000.0 -1000.0 -0.008 -1000.0 Glypican 2 network 0.0 0.0 4.0 0.021 0.041 1000.0 -1000.0 0.007 -1000.0 Signaling events mediated by VEGFR1 and VEGFR2 0.0 98.0 125.0 -0.028 0.068 1000.0 -1000.0 -0.028 -1000.0 TCGA08_rtk_signaling 0.0 14.0 26.0 -0.02 0.057 1000.0 -1000.0 -0.008 -1000.0 Sumoylation by RanBP2 regulates transcriptional repression 0.0 5.0 27.0 -0.0 0.06 1000.0 -1000.0 -0.029 -1000.0 IL2 signaling events mediated by STAT5 0.0 21.0 22.0 -0.025 0.031 1000.0 -1000.0 -0.024 -1000.0 Arf6 trafficking events 0.0 16.0 71.0 -0.046 0.055 1000.0 -1000.0 -0.03 -1000.0 Regulation of Telomerase 0.0 71.0 102.0 -0.035 0.069 1000.0 -1000.0 -0.021 -1000.0 Signaling events mediated by PRL 0.0 31.0 34.0 -0.04 0.044 1000.0 -1000.0 -0.037 -1000.0 p38 MAPK signaling pathway 0.0 30.0 44.0 -0.024 0.049 1000.0 -1000.0 -0.016 -1000.0 Arf1 pathway 0.0 11.0 54.0 -0.004 0.054 1000.0 -1000.0 -0.014 -1000.0 Alternative NF-kappaB pathway 0.0 0.0 13.0 -0.0 0.079 1000.0 -1000.0 -0.0 -1000.0 Total 247 18039 7203 -10.5036644364 -1992.71038059 131000 -131000 -3.51753809222 -131000