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 mediated by p38-alpha and p38-beta 17.0 759.0 44.0 -0.152 0.027 1000.0 -1000.0 -0.035 -1000.0 HIF-1-alpha transcription factor network 16.0 1253.0 76.0 -0.388 0.033 1000.0 -1000.0 -0.112 -1000.0 IL23-mediated signaling events 15.0 923.0 60.0 -0.535 0.027 1000.0 -1000.0 -0.083 -1000.0 IL4-mediated signaling events 14.0 1348.0 91.0 -0.606 0.541 1000.0 -1000.0 -0.12 -1000.0 p75(NTR)-mediated signaling 12.0 1623.0 125.0 -0.13 0.065 1000.0 -1000.0 -0.075 -1000.0 Glypican 2 network 12.0 49.0 4.0 -0.05 -0.033 1000.0 -1000.0 0.001 -1000.0 Syndecan-1-mediated signaling events 11.0 391.0 34.0 -0.107 0.027 1000.0 -1000.0 -0.045 -1000.0 Signaling events mediated by the Hedgehog family 10.0 531.0 52.0 -0.194 0.038 1000.0 -1000.0 -0.039 -1000.0 Glucocorticoid receptor regulatory network 10.0 1184.0 114.0 -0.517 0.251 1000.0 -1000.0 -0.054 -1000.0 Ephrin B reverse signaling 10.0 505.0 48.0 -0.071 0.053 1000.0 -1000.0 -0.024 -1000.0 Endothelins 10.0 980.0 96.0 -0.161 0.06 1000.0 -1000.0 -0.058 -1000.0 TCR signaling in naïve CD8+ T cells 10.0 971.0 93.0 -0.131 0.049 1000.0 -1000.0 -0.056 -1000.0 Wnt signaling 10.0 71.0 7.0 -0.062 0.026 1000.0 -1000.0 -0.019 -1000.0 IL12-mediated signaling events 9.0 793.0 87.0 -0.209 0.056 1000.0 -1000.0 -0.075 -1000.0 BMP receptor signaling 9.0 762.0 81.0 -0.158 0.044 1000.0 -1000.0 -0.054 -1000.0 EPHB forward signaling 9.0 832.0 85.0 -0.08 0.071 1000.0 -1000.0 -0.067 -1000.0 Calcineurin-regulated NFAT-dependent transcription in lymphocytes 9.0 652.0 68.0 -0.26 0.069 1000.0 -1000.0 -0.073 -1000.0 IGF1 pathway 9.0 516.0 57.0 -0.081 0.048 1000.0 -1000.0 -0.05 -1000.0 Noncanonical Wnt signaling pathway 8.0 215.0 26.0 -0.077 0.026 1000.0 -1000.0 -0.049 -1000.0 Fc-epsilon receptor I signaling in mast cells 8.0 797.0 97.0 -0.074 0.04 1000.0 -1000.0 -0.064 -1000.0 Nectin adhesion pathway 8.0 513.0 63.0 -0.09 0.047 1000.0 -1000.0 -0.056 -1000.0 Calcium signaling in the CD4+ TCR pathway 8.0 268.0 31.0 -0.195 0.026 1000.0 -1000.0 -0.045 -1000.0 LPA receptor mediated events 8.0 868.0 102.0 -0.109 0.03 1000.0 -1000.0 -0.066 -1000.0 BCR signaling pathway 8.0 870.0 99.0 -0.104 0.056 1000.0 -1000.0 -0.052 -1000.0 EGFR-dependent Endothelin signaling events 8.0 177.0 21.0 -0.069 0.037 1000.0 -1000.0 -0.038 -1000.0 Syndecan-4-mediated signaling events 8.0 539.0 67.0 -0.107 0.031 1000.0 -1000.0 -0.04 -1000.0 Plasma membrane estrogen receptor signaling 8.0 704.0 86.0 -0.105 0.098 1000.0 -1000.0 -0.062 -1000.0 Class IB PI3K non-lipid kinase events 8.0 24.0 3.0 -0.007 -1000.0 1000.0 -1000.0 -0.005 -1000.0 Nephrin/Neph1 signaling in the kidney podocyte 7.0 256.0 34.0 -0.05 0.027 1000.0 -1000.0 -0.039 -1000.0 Osteopontin-mediated events 7.0 296.0 38.0 -0.066 0.027 1000.0 -1000.0 -0.041 -1000.0 Thromboxane A2 receptor signaling 7.0 821.0 105.0 -0.071 0.039 1000.0 -1000.0 -0.053 -1000.0 S1P5 pathway 7.0 120.0 17.0 -0.075 0.052 1000.0 -1000.0 -0.025 -1000.0 Neurotrophic factor-mediated Trk receptor signaling 7.0 918.0 120.0 -0.181 0.12 1000.0 -1000.0 -0.051 -1000.0 ErbB4 signaling events 6.0 426.0 69.0 -0.119 0.036 1000.0 -1000.0 -0.045 -1000.0 Arf6 signaling events 6.0 405.0 62.0 -0.069 0.041 1000.0 -1000.0 -0.04 -1000.0 Signaling events mediated by PTP1B 6.0 485.0 76.0 -0.119 0.044 1000.0 -1000.0 -0.04 -1000.0 FOXA2 and FOXA3 transcription factor networks 6.0 310.0 46.0 -0.252 0.032 1000.0 -1000.0 -0.092 -1000.0 Glypican 1 network 6.0 291.0 48.0 -0.09 0.039 1000.0 -1000.0 -0.031 -1000.0 IFN-gamma pathway 6.0 425.0 68.0 -0.091 0.04 1000.0 -1000.0 -0.062 -1000.0 amb2 Integrin signaling 6.0 540.0 82.0 -0.085 0.036 1000.0 -1000.0 -0.04 -1000.0 Signaling events regulated by Ret tyrosine kinase 6.0 569.0 82.0 -0.053 0.027 1000.0 -1000.0 -0.063 -1000.0 Effects of Botulinum toxin 6.0 165.0 26.0 -0.087 0.028 1000.0 -1000.0 -0.016 -1000.0 IL27-mediated signaling events 6.0 331.0 51.0 -0.146 0.076 1000.0 -1000.0 -0.048 -1000.0 IL6-mediated signaling events 6.0 486.0 75.0 -0.115 0.059 1000.0 -1000.0 -0.052 -1000.0 Caspase cascade in apoptosis 5.0 391.0 74.0 -0.075 0.047 1000.0 -1000.0 -0.04 -1000.0 Syndecan-2-mediated signaling events 5.0 363.0 69.0 -0.067 0.039 1000.0 -1000.0 -0.041 -1000.0 Reelin signaling pathway 5.0 329.0 56.0 -0.083 0.054 1000.0 -1000.0 -0.048 -1000.0 IL1-mediated signaling events 5.0 321.0 62.0 -0.102 0.049 1000.0 -1000.0 -0.048 -1000.0 Integrins in angiogenesis 5.0 468.0 84.0 -0.117 0.051 1000.0 -1000.0 -0.05 -1000.0 Canonical Wnt signaling pathway 5.0 269.0 51.0 -0.105 0.055 1000.0 -1000.0 -0.052 -1000.0 Nongenotropic Androgen signaling 5.0 290.0 52.0 -0.062 0.033 1000.0 -1000.0 -0.038 -1000.0 Angiopoietin receptor Tie2-mediated signaling 5.0 468.0 88.0 -0.096 0.031 1000.0 -1000.0 -0.061 -1000.0 Visual signal transduction: Rods 5.0 263.0 52.0 -0.085 0.03 1000.0 -1000.0 -0.045 -1000.0 Regulation of Androgen receptor activity 5.0 363.0 70.0 -0.214 0.042 1000.0 -1000.0 -0.054 -1000.0 Coregulation of Androgen receptor activity 4.0 338.0 76.0 -0.183 0.047 1000.0 -1000.0 -0.029 -1000.0 Sphingosine 1-phosphate (S1P) pathway 4.0 126.0 28.0 -0.075 0.054 1000.0 -1000.0 -0.026 -1000.0 JNK signaling in the CD4+ TCR pathway 4.0 74.0 17.0 -0.037 0.03 1000.0 -1000.0 -0.046 -1000.0 Cellular roles of Anthrax toxin 4.0 192.0 39.0 -0.05 0.026 1000.0 -1000.0 -0.022 -1000.0 Hedgehog signaling events mediated by Gli proteins 4.0 322.0 65.0 -0.259 0.063 1000.0 -1000.0 -0.046 -1000.0 Presenilin action in Notch and Wnt signaling 4.0 279.0 61.0 -0.108 0.065 1000.0 -1000.0 -0.051 -1000.0 RXR and RAR heterodimerization with other nuclear receptor 4.0 211.0 52.0 -0.036 0.068 1000.0 -1000.0 -0.047 -1000.0 TCGA08_retinoblastoma 4.0 33.0 8.0 -0.009 0.008 1000.0 -1000.0 -0.004 -1000.0 S1P3 pathway 4.0 175.0 42.0 -0.043 0.04 1000.0 -1000.0 -0.036 -1000.0 S1P4 pathway 4.0 121.0 25.0 -0.075 0.044 1000.0 -1000.0 -0.034 -1000.0 LPA4-mediated signaling events 3.0 39.0 12.0 -0.039 0.016 1000.0 -1000.0 -0.03 -1000.0 ErbB2/ErbB3 signaling events 3.0 249.0 65.0 -0.05 0.037 1000.0 -1000.0 -0.051 -1000.0 Regulation of nuclear SMAD2/3 signaling 3.0 418.0 136.0 -0.129 0.082 1000.0 -1000.0 -0.038 -1000.0 BARD1 signaling events 3.0 198.0 57.0 -0.024 0.047 1000.0 -1000.0 -0.049 -1000.0 Visual signal transduction: Cones 3.0 136.0 38.0 -0.062 0.035 1000.0 -1000.0 -0.019 -1000.0 Ephrin A reverse signaling 3.0 21.0 7.0 -0.013 0.012 1000.0 -1000.0 -0.017 -1000.0 Signaling events activated by Hepatocyte Growth Factor Receptor (c-Met) 3.0 288.0 85.0 -0.042 0.034 1000.0 -1000.0 -0.048 -1000.0 PDGFR-alpha signaling pathway 3.0 172.0 44.0 -0.041 0.035 1000.0 -1000.0 -0.041 -1000.0 mTOR signaling pathway 3.0 210.0 53.0 -0.031 0.054 1000.0 -1000.0 -0.043 -1000.0 Ceramide signaling pathway 3.0 271.0 76.0 -0.079 0.074 1000.0 -1000.0 -0.039 -1000.0 TRAIL signaling pathway 3.0 177.0 48.0 -0.025 0.036 1000.0 -1000.0 -0.04 -1000.0 S1P1 pathway 3.0 141.0 36.0 -0.102 0.027 1000.0 -1000.0 -0.053 -1000.0 Signaling mediated by p38-gamma and p38-delta 3.0 55.0 15.0 -0.018 0.026 1000.0 -1000.0 -0.035 -1000.0 Syndecan-3-mediated signaling events 3.0 123.0 35.0 -0.085 0.065 1000.0 -1000.0 -0.034 -1000.0 IL2 signaling events mediated by PI3K 3.0 220.0 58.0 -0.036 0.045 1000.0 -1000.0 -0.052 -1000.0 Stabilization and expansion of the E-cadherin adherens junction 3.0 264.0 74.0 -0.135 0.059 1000.0 -1000.0 -0.071 -1000.0 IL2 signaling events mediated by STAT5 3.0 69.0 22.0 -0.048 0.036 1000.0 -1000.0 -0.042 -1000.0 Class I PI3K signaling events 3.0 234.0 73.0 -0.04 0.044 1000.0 -1000.0 -0.044 -1000.0 Regulation of Telomerase 3.0 339.0 102.0 -0.109 0.063 1000.0 -1000.0 -0.06 -1000.0 Signaling events mediated by Stem cell factor receptor (c-Kit) 3.0 288.0 78.0 -0.046 0.038 1000.0 -1000.0 -0.059 -1000.0 Lissencephaly gene (LIS1) in neuronal migration and development 2.0 153.0 54.0 -0.034 0.037 1000.0 -1000.0 -0.056 -1000.0 EPO signaling pathway 2.0 129.0 55.0 -0.012 0.054 1000.0 -1000.0 -0.049 -1000.0 PLK1 signaling events 2.0 190.0 85.0 -0.024 0.076 1000.0 -1000.0 -0.032 -1000.0 ceramide signaling pathway 2.0 115.0 49.0 -0.022 0.04 1000.0 -1000.0 -0.042 -1000.0 FAS signaling pathway (CD95) 2.0 123.0 47.0 -0.017 0.045 1000.0 -1000.0 -0.045 -1000.0 Retinoic acid receptors-mediated signaling 2.0 146.0 58.0 -0.054 0.051 1000.0 -1000.0 -0.044 -1000.0 HIV-1 Nef: Negative effector of Fas and TNF-alpha 2.0 117.0 45.0 -0.029 0.062 1000.0 -1000.0 -0.052 -1000.0 Regulation of p38-alpha and p38-beta 2.0 151.0 54.0 -0.042 0.064 1000.0 -1000.0 -0.051 -1000.0 TCGA08_rtk_signaling 2.0 77.0 26.0 -0.06 0.072 1000.0 -1000.0 -0.015 -1000.0 Insulin Pathway 2.0 179.0 74.0 -0.093 0.065 1000.0 -1000.0 -0.042 -1000.0 VEGFR1 specific signals 2.0 115.0 56.0 -0.022 0.048 1000.0 -1000.0 -0.054 -1000.0 Hypoxic and oxygen homeostasis regulation of HIF-1-alpha 2.0 92.0 33.0 -0.061 0.062 1000.0 -1000.0 -0.035 -1000.0 Rapid glucocorticoid signaling 2.0 43.0 20.0 -0.021 0.033 1000.0 -1000.0 -0.005 -1000.0 PDGFR-beta signaling pathway 2.0 263.0 97.0 -0.062 0.064 1000.0 -1000.0 -0.06 -1000.0 FOXM1 transcription factor network 2.0 114.0 51.0 -0.015 0.125 1000.0 -1000.0 -0.128 -1000.0 Ras signaling in the CD4+ TCR pathway 2.0 46.0 17.0 -0.0 0.047 1000.0 -1000.0 -0.038 -1000.0 Canonical NF-kappaB pathway 1.0 46.0 39.0 -0.01 0.059 1000.0 -1000.0 -0.037 -1000.0 PLK2 and PLK4 events 1.0 4.0 3.0 0.006 0.026 1000.0 -1000.0 -0.017 -1000.0 Class I PI3K signaling events mediated by Akt 1.0 84.0 68.0 -0.042 0.06 1000.0 -1000.0 -0.038 -1000.0 Paxillin-independent events mediated by a4b1 and a4b7 1.0 70.0 37.0 -0.034 0.06 1000.0 -1000.0 -0.037 -1000.0 Signaling events mediated by HDAC Class III 1.0 57.0 40.0 -0.081 0.049 1000.0 -1000.0 -0.02 -1000.0 HIF-2-alpha transcription factor network 1.0 67.0 43.0 -0.075 0.077 1000.0 -1000.0 -0.065 -1000.0 Role of Calcineurin-dependent NFAT signaling in lymphocytes 1.0 130.0 83.0 -0.02 0.059 1000.0 -1000.0 -0.037 -1000.0 Paxillin-dependent events mediated by a4b1 1.0 45.0 36.0 -0.048 0.05 1000.0 -1000.0 -0.048 -1000.0 Signaling events mediated by VEGFR1 and VEGFR2 1.0 208.0 125.0 -0.029 0.059 1000.0 -1000.0 -0.061 -1000.0 E-cadherin signaling in the nascent adherens junction 1.0 87.0 76.0 -0.029 0.065 1000.0 -1000.0 -0.06 -1000.0 Signaling events mediated by PRL 1.0 46.0 34.0 -0.057 0.046 1000.0 -1000.0 -0.047 -1000.0 E-cadherin signaling in keratinocytes 1.0 64.0 43.0 -0.039 0.045 1000.0 -1000.0 -0.042 -1000.0 p38 MAPK signaling pathway 1.0 84.0 44.0 -0.065 0.05 1000.0 -1000.0 -0.031 -1000.0 Aurora B signaling 1.0 98.0 67.0 -0.114 0.073 1000.0 -1000.0 -0.034 -1000.0 Regulation of cytoplasmic and nuclear SMAD2/3 signaling 0.0 19.0 23.0 -0.01 0.047 1000.0 -1000.0 -0.033 -1000.0 Signaling events mediated by HDAC Class II 0.0 59.0 75.0 -0.037 0.064 1000.0 -1000.0 -0.027 -1000.0 Circadian rhythm pathway 0.0 11.0 22.0 -0.009 0.041 1000.0 -1000.0 -0.028 -1000.0 a4b1 and a4b7 Integrin signaling 0.0 4.0 5.0 0.019 0.036 1000.0 -1000.0 0.003 -1000.0 Aurora A signaling 0.0 58.0 60.0 -0.085 0.066 1000.0 -1000.0 -0.024 -1000.0 Arf6 downstream pathway 0.0 36.0 43.0 -0.04 0.054 1000.0 -1000.0 -0.033 -1000.0 Aurora C signaling 0.0 6.0 7.0 0.0 0.035 1000.0 -1000.0 -0.013 -1000.0 Insulin-mediated glucose transport 0.0 30.0 32.0 -0.016 0.05 1000.0 -1000.0 -0.027 -1000.0 Signaling events mediated by HDAC Class I 0.0 68.0 104.0 -0.049 0.062 1000.0 -1000.0 -0.034 -1000.0 TCGA08_p53 0.0 5.0 7.0 -0.001 0.026 1000.0 -1000.0 -0.008 -1000.0 FoxO family signaling 0.0 52.0 64.0 -0.033 0.068 1000.0 -1000.0 -0.066 -1000.0 Atypical NF-kappaB pathway 0.0 29.0 31.0 -0.0 0.042 1000.0 -1000.0 -0.022 -1000.0 Sumoylation by RanBP2 regulates transcriptional repression 0.0 7.0 27.0 -0.0 0.055 1000.0 -1000.0 -0.035 -1000.0 Arf6 trafficking events 0.0 46.0 71.0 -0.044 0.05 1000.0 -1000.0 -0.034 -1000.0 E-cadherin signaling events 0.0 0.0 5.0 0.025 0.047 1000.0 -1000.0 0.002 -1000.0 Arf1 pathway 0.0 20.0 54.0 -0.001 0.036 1000.0 -1000.0 -0.018 -1000.0 Alternative NF-kappaB pathway 0.0 0.0 13.0 -0.0 0.069 1000.0 -1000.0 -0.002 -1000.0 Total 579 38863 7203 -11.0196004642 -993.119192546 131000 -131000 -5.65856951016 -131000