Supplementary File S3: 112 LADEGs identified in TCGA-LUSC set Gene conMean treatMean logFC pValue fdr ABCC1 10.11733061 43.92050558 2.118065966 2.13E-19 7.79E-19 ACADL 4.942993878 0.524999801 -3.234996339 1.07E-29 3.88E-28 ACOX2 3.631942857 0.838062151 -2.11561236 3.61E-28 5.17E-27 ACOXL 2.434330612 0.408660956 -2.574548799 3.48E-30 1.75E-28 ACSS3 1.756234694 0.406238645 -2.112086257 2.41E-27 2.61E-26 ADCY4 3.6692 0.72773008 -2.333990196 9.03E-29 1.64E-27 ADH1B 42.54409184 1.442844821 -4.881970746 1.09E-30 1.37E-28 ADH7 0.599357143 47.04214522 6.294394114 6.87E-15 1.79E-14 ADRB1 9.023110204 0.847999004 -3.411490331 1.72E-28 2.75E-27 ADRB2 20.62495918 2.866837849 -2.846859053 1.21E-29 4.05E-28 AGMO 0.076177551 0.574198008 2.914110512 0.000140966 0.000187798 AGRP 7.67097551 0.336078685 -4.512539103 1.98E-30 1.37E-28 AKR1B10 0.747879592 231.74476 8.275514987 1.04E-25 7.51E-25 AKR1B15 0.015208163 4.633132072 8.250998073 4.90E-27 5.03E-26 AKR1C1 3.186959184 79.06347948 4.632759 1.12E-08 1.87E-08 AKR1C2 1.727032653 93.88183944 5.764478844 1.01E-17 3.22E-17 AKR1C3 9.149355102 104.0236703 3.507097979 7.11E-06 1.02E-05 ALDH3A1 4.997979592 85.64910359 4.099021231 4.53E-08 7.41E-08 ALDH3B1 29.29628367 3.492040239 -3.068575577 1.17E-29 4.05E-28 ALDH3B2 0.568010204 16.22422908 4.836089271 6.01E-28 8.03E-27 ALOX12B 0.1481 0.93225239 2.654148951 2.06E-12 4.39E-12 ALOX15B 40.55637347 5.818843227 -2.801124371 4.97E-26 3.83E-25 ALOX5 50.37689796 8.448878088 -2.575930602 8.85E-29 1.64E-27 ALOX5AP 97.50067551 14.6852988 -2.731039593 2.23E-29 5.59E-28 ALOXE3 0.026830612 0.693783068 4.69253275 3.95E-25 2.66E-24 ANKRD1 53.9888898 1.216235458 -5.472168089 1.63E-29 4.68E-28 AOC3 77.71918163 6.862795219 -3.501402498 1.65E-30 1.37E-28 APOH 6.115195918 0.449678287 -3.765433592 4.55E-29 1.02E-27 B4GALNT1 0.116873469 2.288767928 4.291551811 9.67E-24 5.46E-23 BDH1 0.825240816 4.761606574 2.52856134 1.98E-25 1.38E-24 CA4 18.59273673 0.48112012 -5.2721982 1.23E-30 1.37E-28 CAV1 337.5873286 40.01922789 -3.076495515 5.30E-30 2.36E-28 CBR1 16.12524082 69.97004721 2.117416759 2.97E-13 6.89E-13 CBR3 0.944367347 6.438408566 2.769284066 2.39E-17 7.26E-17 CD36 18.44555102 2.610316135 -2.82097644 1.91E-28 3.00E-27 CEL 0.281202041 11.68901096 5.377401989 3.87E-21 1.65E-20 CERS3 0.025230612 6.123131873 7.922950729 4.41E-26 3.47E-25 CGA 0.005293878 0.61328745 6.856094794 0.001288985 0.001622867 CPNE7 0.46957551 2.603571713 2.47106307 2.61E-15 6.94E-15 CYP24A1 0.372536735 10.93689681 4.87567695 1.85E-16 5.28E-16 CYP27A1 67.31696327 14.73399024 -2.191821905 2.12E-28 3.26E-27 CYP27B1 0.48154898 3.245635857 2.752746695 3.82E-23 2.02E-22 CYP4B1 153.894802 7.00353247 -4.457717916 1.04E-29 3.88E-28 CYP4F11 0.538138776 31.11105956 5.853305456 4.48E-13 1.01E-12 CYP4F3 0.510793878 19.28016813 5.238232589 1.19E-07 1.88E-07 DGKA 2.275514286 9.677315936 2.088414319 3.32E-24 2.00E-23 DPEP2 5.263436735 0.817142231 -2.687345988 1.31E-29 4.18E-28 ELOVL2 0.282163265 1.66152012 2.557901681 2.50E-11 5.07E-11 ELOVL4 0.21395102 2.587058765 3.59596036 2.01E-22 9.89E-22 ENPP2 28.03642653 6.501302191 -2.108501858 1.19E-18 4.06E-18 ESYT3 3.719681633 0.577595817 -2.687046948 3.20E-29 7.78E-28 ETNK2 0.707842857 3.817963546 2.431302309 2.51E-25 1.72E-24 FABP3 19.18597959 4.340272112 -2.144195028 7.06E-19 2.48E-18 FABP4 97.19608367 11.06537191 -3.134846243 1.04E-27 1.28E-26 FABP7 0.028644898 7.056686853 7.944568982 8.60E-13 1.89E-12 FMO1 0.66145102 3.001269522 2.181866647 2.16E-11 4.40E-11 GPD1 16.99660612 0.545861952 -4.960566746 2.49E-30 1.53E-28 GPX2 1.592879592 224.1745592 7.136841535 6.76E-24 3.90E-23 GPX3 355.6623184 36.11748227 -3.2997389 1.90E-30 1.37E-28 GRHL1 0.797153061 6.081017928 2.931384175 1.15E-26 1.06E-25 HPGD 27.34063878 4.452446813 -2.618376667 7.79E-26 5.78E-25 HPGDS 3.761918367 0.637208765 -2.561630526 2.16E-29 5.59E-28 HSD17B1 0.110912245 1.311813745 3.564072341 1.96E-26 1.69E-25 HSD17B6 37.60742245 2.464018327 -3.931932538 2.05E-30 1.37E-28 INMT 70.83612653 2.67674004 -4.725936386 9.34E-31 1.37E-28 IRS4 0.025081633 1.215139243 5.59834657 0.009357245 0.010955489 LEPR 6.523522449 1.068384661 -2.610220006 1.96E-29 5.42E-28 LPL 54.70417959 4.253893825 -3.684795134 3.71E-30 1.75E-28 LRP2 2.218710204 0.430839243 -2.364499674 3.16E-26 2.59E-25 ME1 7.633381633 32.71911096 2.099739322 7.06E-10 1.31E-09 MGLL 27.79886122 6.209407371 -2.162498296 1.41E-29 4.18E-28 MMP1 2.062204082 112.7767311 5.773138508 4.45E-26 3.47E-25 NPR1 18.19870204 1.384759761 -3.716127946 9.86E-31 1.37E-28 OLR1 65.76171837 7.400633466 -3.151527327 6.94E-29 1.36E-27 PAFAH1B3 3.750430612 21.30900837 2.506335302 1.98E-30 1.37E-28 PIP5K1B 7.108808163 1.303649004 -2.447052214 5.62E-29 1.19E-27 PLA1A 9.652165306 1.550188645 -2.638408833 4.48E-27 4.66E-26 PLA2G1B 27.20658163 1.025112151 -4.730102041 1.61E-30 1.37E-28 PLA2G4F 14.62151429 2.582081873 -2.501486081 1.14E-27 1.39E-26 PLAAT1 0.207236735 4.305893825 4.376961083 2.96E-20 1.18E-19 PLD1 1.393738776 5.97415239 2.099773852 2.65E-23 1.43E-22 PLPP2 2.154104082 11.87505598 2.462774449 2.06E-25 1.42E-24 PLPP4 0.056614286 1.124649602 4.312165632 6.84E-27 6.77E-26 PNLIPRP3 0.012989796 0.804941235 5.953432793 0.017843587 0.020443652 POMC 0.678979592 5.315129084 2.968664613 8.43E-07 1.28E-06 PPP2R2C 0.049234694 4.851878884 6.622724439 2.26E-26 1.91E-25 PTGDS 2.2644 0.51194502 -2.145068043 6.51E-26 4.97E-25 PTGES 4.568673469 25.33286315 2.471162902 7.61E-19 2.67E-18 PTGIS 16.31224898 3.961623904 -2.041791871 5.21E-22 2.49E-21 PTGR1 7.102089796 40.69756673 2.518627033 3.53E-10 6.67E-10 RDH16 0.12422449 1.008893426 3.021752263 1.77E-21 8.13E-21 RXRG 2.499193878 0.323651793 -2.948948424 1.70E-28 2.75E-27 SELENOI 2.840938776 13.14494582 2.210068549 1.74E-30 1.37E-28 SGMS2 20.40213265 2.966411952 -2.781929099 4.59E-29 1.02E-27 SLC16A1 3.6168 24.35064462 2.751174237 2.83E-26 2.34E-25 SLC2A1 3.07377551 174.4820074 5.82692266 9.34E-31 1.37E-28 SLC44A5 0.243555102 3.086398207 3.6636041 1.30E-24 8.15E-24 SLC51B 5.210669388 0.496321912 -3.392120665 2.99E-30 1.71E-28 SLCO1B3 0.016040816 0.740018725 5.527742308 2.46E-14 6.12E-14 SORBS1 7.16422449 1.23263008 -2.539070642 9.78E-30 3.88E-28 SPNS2 14.10806531 2.897137052 -2.28382032 4.88E-28 6.75E-27 SPTSSB 0.067726531 3.137826693 5.533900769 3.05E-21 1.33E-20 SRD5A1 1.287385714 6.030441036 2.227819152 1.36E-29 4.18E-28 STAR 0.083965306 1.214048008 3.853888323 9.05E-18 2.88E-17 STARD5 0.137253061 0.583842231 2.088740242 2.87E-23 1.53E-22 UGT1A1 0.019308163 1.58381494 6.358049033 2.92E-20 1.17E-19 UGT1A10 0.008063265 2.886046016 8.483514395 1.86E-09 3.32E-09 UGT1A6 0.024 0.784917131 5.031434037 7.91E-19 2.76E-18 UGT1A7 0.011034694 5.04482988 8.836615203 2.40E-21 1.06E-20 UGT1A8 0.00265102 0.655783466 7.950527942 4.28E-09 7.28E-09 UGT2B17 0.138971429 0.665587251 2.259839493 0.00071814 0.000914204 UGT8 0.671834694 5.221951594 2.95841088 3.16E-14 7.79E-14