Really update dws sc genesets this time

genesets/genes.deg.BE.csv

 "","p_val","avg_logFC","pct.1","pct.2","p_val_adj"
-"CCL2",0,2.27507559361722,0.295,0.068,0
-"TAGLN",0,1.81277819748391,0.584,0.126,0
-"KRT14",0,1.64401178883971,0.348,0.047,0
-"CAV1",0,1.597690672242,0.749,0.178,0
-"RGCC",0,1.51426624913544,0.557,0.288,0
-"KRT23",0,1.4548175027086,0.746,0.394,0
-"KRT15",0,1.37853206587106,0.743,0.338,0
-"DKK1",0,1.36775811503005,0.494,0.209,0
-"KRT5",0,1.3295208266553,0.762,0.225,0
-"TFPI2",0,1.26018546257489,0.283,0.086,0
-"LAYN",0,1.18906870162629,0.49,0.102,0
-"CYR61",0,1.18264153783683,0.335,0.159,0
-"CALD1",0,1.11128349788073,0.656,0.233,0
-"CLDN1",0,1.10590635570793,0.609,0.225,0
-"EMP3",0,1.02035585830508,0.588,0.198,0
-"ENO1",0,1.01434596604744,0.867,0.49,0
-"KRT17",0,1.00749907138996,0.976,0.608,0
-"CAV2",0,0.988879136194515,0.734,0.312,0
-"MYC",0,0.968388944194976,0.551,0.218,0
-"PDCD5",0,0.966435905769999,0.683,0.272,0
-"TPM2",0,0.962242938649517,0.36,0.051,0
-"PTRF",0,0.953547340864556,0.69,0.25,0
-"NCL",0,0.929477698807808,0.863,0.531,0
-"MYL9",0,0.925863408770105,0.48,0.117,0
-"KRT7",0,0.887898371066281,0.888,0.659,0
-"NPM1",0,0.883023614204755,0.95,0.717,0
-"DST",0,0.863552484155756,0.472,0.211,0
-"ATP1B3",0,0.836507200496906,0.729,0.407,0
-"RAN",0,0.835669211305929,0.941,0.694,0
-"TUBB4B",0,0.811597528930079,0.746,0.416,0
-"EEF1B2",0,0.809781703103819,0.975,0.773,0
-"PRMT1",0,0.804074900050573,0.669,0.312,0
-"SERPINF1",0,0.79301876050555,0.429,0.113,0
-"TUBA1B",0,0.777657485236674,0.745,0.43,0
-"PA2G4",0,0.771960869335852,0.712,0.383,0
-"TUBA1C",0,0.770817460700272,0.633,0.326,0
-"AXL",0,0.770246577977663,0.36,0.077,0
-"S100A2",0,0.767623310578663,0.944,0.568,0
-"MYL12A",0,0.73937343341496,0.9,0.693,0
-"RANBP1",0,0.732366823504836,0.635,0.32,0
-"SRSF3",0,0.716620323097681,0.639,0.347,0
-"SRM",0,0.701632595920317,0.527,0.232,0
-"PLAU",0,0.700869414919523,0.714,0.444,0
-"SNRPD1",0,0.699928055515684,0.678,0.383,0
-"TXNRD1",0,0.697632035875745,0.726,0.504,0
-"DEFB1",4.49029333545871e-272,1.00290404028632,0.371,0.214,1.02239488955059e-267
-"CXCL1",1.37404189426666e-139,0.812205093472333,0.518,0.424,3.12855598905576e-135
+"CCL2",0,2.2622018757268,0.291,0.067,0
+"TAGLN",0,1.80535872292679,0.581,0.126,0
+"KRT14",0,1.63342991915049,0.345,0.047,0
+"CAV1",0,1.60710307074975,0.746,0.176,0
+"RGCC",0,1.50303846705604,0.555,0.29,0
+"KRT23",0,1.46426415432321,0.746,0.398,0
+"KRT15",0,1.3755837705514,0.74,0.34,0
+"DKK1",0,1.36099381883842,0.494,0.211,0
+"KRT5",0,1.33031244556133,0.758,0.226,0
+"TFPI2",0,1.25529036694281,0.28,0.084,0
+"LAYN",0,1.19106612636432,0.489,0.101,0
+"CALD1",0,1.13124651281745,0.65,0.223,0
+"CLDN1",0,1.10481271394497,0.609,0.226,0
+"EMP3",0,1.02986708182023,0.59,0.198,0
+"ENO1",0,1.01623504316299,0.868,0.492,0
+"KRT17",0,0.987310016053319,0.975,0.616,0
+"MYC",0,0.985817069888603,0.55,0.215,0
+"CAV2",0,0.983325525260005,0.733,0.315,0
+"PDCD5",0,0.98183619717553,0.684,0.27,0
+"TPM2",0,0.962568243478943,0.357,0.05,0
+"PTRF",0,0.956673076160289,0.688,0.247,0
+"NCL",0,0.938337950436324,0.865,0.53,0
+"MYL9",0,0.924472088040919,0.478,0.117,0
+"KRT7",0,0.887207139857299,0.89,0.668,0
+"NPM1",0,0.877696075037364,0.95,0.721,0
+"TUBB4B",0,0.86613663992355,0.748,0.405,0
+"DST",0,0.843878150903731,0.466,0.213,0
+"ATP1B3",0,0.838015368206219,0.731,0.409,0
+"RAN",0,0.836107196253749,0.942,0.698,0
+"EEF1B2",0,0.80813394233618,0.975,0.778,0
+"PRMT1",0,0.806690521213929,0.67,0.313,0
+"TUBA1B",0,0.787457219406959,0.746,0.428,0
+"SERPINF1",0,0.782926158766304,0.426,0.114,0
+"PA2G4",0,0.77586051891285,0.714,0.384,0
+"AXL",0,0.775015985088197,0.359,0.076,0
+"TUBA1C",0,0.76889628157376,0.635,0.328,0
+"S100A2",0,0.758494330103201,0.945,0.573,0
+"SRSF3",0,0.754057451480752,0.638,0.336,0
+"RANBP1",0,0.735023079212611,0.634,0.32,0
+"MYL12A",0,0.73334272873383,0.9,0.7,0
+"SRM",0,0.708065680272647,0.529,0.232,0
+"MEG3",0,0.705930542180416,0.471,0.138,0
+"SNRPD1",0,0.702796861490619,0.678,0.384,0
+"PLAU",0,0.697757196188723,0.715,0.449,0
+"SSB",0,0.695816256601815,0.565,0.264,0
+"CYR61",8.62433352031336e-304,1.17840503790033,0.329,0.153,1.96367449924015e-299
+"DEFB1",7.98498432193587e-260,1.01217548041686,0.37,0.216,1.81810108026158e-255
+"CXCL1",6.61406691759615e-144,0.822680323188799,0.518,0.422,1.50595689646747e-139

genesets/genes.deg.Endo.csv

 "","p_val","avg_logFC","pct.1","pct.2","p_val_adj"
-"MMP1",0,2.99015825368329,0.569,0.118,0
-"IFI27",0,2.84606820067575,0.928,0.035,0
-"HMOX1",0,2.53170930803293,0.91,0.234,0
-"SELE",0,2.37778377455589,0.595,0.014,0
-"HLA-DRB1",0,2.20406184553226,0.878,0.042,0
-"ACKR1",0,2.0447940341158,0.563,0.011,0
-"CLDN5",0,1.8927218765674,0.598,0.011,0
-"CD200",0,1.88536715553879,0.764,0.024,0
-"CD74",0,1.87398598848981,0.859,0.105,0
-"CD93",0,1.69226322347524,0.67,0.01,0
-"NDRG1",0,1.62456547569302,0.821,0.249,0
-"SH3BGRL3",0,1.57074442349385,0.883,0.361,0
-"SPRY1",0,1.54231957810993,0.538,0.082,0
-"PCAT19",0,1.53970402473674,0.685,0.011,0
-"HLA-DRA",0,1.49762337856131,0.734,0.031,0
-"RAI14",0,1.47321493087441,0.669,0.044,0
-"TMSB10",0,1.41176683517407,0.987,0.786,0
-"LCN6",0,1.3824939568591,0.513,0.008,0
-"WWTR1",0,1.35751903072126,0.75,0.174,0
-"HLA-DRB5",0,1.3423890094344,0.615,0.017,0
-"CALCRL",0,1.34219826855125,0.569,0.007,0
-"TCF4",0,1.336212942499,0.748,0.188,0
-"CFLAR",0,1.30241915062705,0.846,0.368,0
-"ZNF385D",0,1.28944619749858,0.565,0.033,0
-"TPM3",0,1.24202938577001,0.735,0.164,0
-"PLVAP",0,1.22658210115841,0.47,0.006,0
-"VWF",0,1.22250135447346,0.496,0.004,0
-"ECSCR.1",0,1.20852797189235,0.518,0.005,0
-"ASPH",0,1.20661291293328,0.625,0.113,0
-"TM4SF1",0,1.20622390754132,0.986,0.572,0
-"HLA-DQB1",0,1.2050362426025,0.484,0.012,0
-"ADGRL4",0,1.17392099828974,0.522,0.004,0
-"S100A10",0,1.15850857528276,0.843,0.428,0
-"CSTB",0,1.1196908091523,0.758,0.393,0
-"NQO1",0,1.10344823757,0.448,0.065,0
-"SLC7A11",0,1.09605415838441,0.501,0.066,0
-"MSN",0,1.03529372936428,0.769,0.292,0
-"SOX17",0,1.03006619504848,0.301,0.003,0
-"HLA-DPA1",0,1.0245712547772,0.524,0.04,0
-"NOP10",0,1.00387635643456,0.741,0.301,0
-"RHOC",0,0.98834687829729,0.831,0.414,0
-"SWAP70",0,0.985887587060761,0.471,0.058,0
-"ARPC1B",0,0.978088487483285,0.658,0.213,0
-"RDX",0,0.968537767929061,0.658,0.246,0
-"DUSP6",0,0.967581548210425,0.358,0.026,0
-"BACE2",0,0.965655595016754,0.516,0.083,0
-"FXYD5",0,0.957636507282892,0.614,0.152,0
-"CNKSR3",0,0.95430770291236,0.383,0.014,0
-"CLIC1",0,0.947671676683058,0.866,0.524,0
-"TM4SF18",0,0.945671824559572,0.313,0.003,0
-"TXNRD1",0,0.938099497791917,0.797,0.452,0
-"PNP",0,0.937818731642237,0.704,0.244,0
-"ADAMTS9",0,0.935212921943339,0.827,0.369,0
-"TXN",0,0.92871052791171,0.981,0.852,0
-"HLA-DQA1",0,0.910747299362069,0.302,0.009,0
-"MGST2",0,0.890228384735023,0.357,0.035,0
-"MRPL33",0,0.879017478561198,0.567,0.166,0
-"MED24",0,0.868582072311068,0.252,0.011,0
-"LMO2",0,0.86776494675003,0.342,0.006,0
-"FTL",0,0.867646607358132,0.999,0.997,0
-"SQSTM1",0,0.865616273357238,0.95,0.831,0
-"UPP1",0,0.858216377029575,0.397,0.085,0
-"PPFIBP1",0,0.851669709495155,0.467,0.099,0
-"RNASE1",0,0.837524923499778,0.317,0.005,0
-"NPDC1",0,0.830408958366812,0.467,0.102,0
-"ZEB1",0,0.79767713699221,0.505,0.13,0
-"CDC37",0,0.794188654782501,0.62,0.219,0
-"COL15A1",0,0.793074365091976,0.403,0.075,0
-"EMCN",0,0.781949499408713,0.294,0.004,0
-"NEURL1B",0,0.778759829946133,0.342,0.034,0
-"ST3GAL6",0,0.774391991023885,0.316,0.007,0
-"CDC42EP3",0,0.773201394514755,0.52,0.123,0
-"RAPGEF5",0,0.769630733516548,0.314,0.007,0
-"MYL12A",0,0.767949272938949,0.788,0.469,0
-"ITM2A",0,0.761617347991798,0.449,0.105,0
-"RPS18",0,0.745629891363229,0.998,0.985,0
-"FLT1",0,0.737483406987527,0.306,0.023,0
-"AP1S2",0,0.734189161960304,0.463,0.119,0
-"RHOJ",0,0.732565774733808,0.3,0.009,0
-"IL3RA",0,0.729571222687233,0.305,0.004,0
-"ARPC5L",0,0.722836661113077,0.5,0.159,0
-"CARHSP1",0,0.699836714635528,0.376,0.071,0
-"HLA-DPB1",0,0.698517108073465,0.488,0.12,0
-"CD59",0,0.696188549034112,0.964,0.81,0
-"LUZP1",6.39289419436202e-308,0.741293572119947,0.573,0.212,1.45559807911429e-303
-"GCLM",4.43898810603273e-304,0.725720896830476,0.644,0.279,1.01071320186259e-299
-"KLF2",3.30050350155646e-303,0.815918470917688,0.385,0.084,7.5149164226939e-299
-"RAB13",3.87815552572094e-294,0.709854168280792,0.708,0.365,8.83017231651401e-290
-"ITGA2",1.96599916071072e-293,0.72146877012525,0.379,0.085,4.47638348902223e-289
-"PGF",9.68240569873499e-290,0.906225087279501,0.271,0.033,2.20458695354497e-285
-"TSC22D1",3.32244725220769e-268,0.826921263621147,0.8,0.471,7.56488014855168e-264
-"SH3BP5",2.26916072092477e-267,0.701745352383035,0.443,0.136,5.16665204547361e-263
-"TNPO1",8.32860642924799e-262,0.699440538027723,0.497,0.181,1.89634039787548e-257
-"SERPINB1",2.01857639252512e-254,0.738237638222141,0.352,0.083,4.59609658814043e-250
-"PLAU",4.22804043909593e-253,0.82342313644184,0.362,0.089,9.62682527577752e-249
-"CSF3",1.28347006094384e-206,0.922442352784711,0.637,0.339,2.92233298176302e-202
-"CXCL2",3.67322503139527e-173,1.0493174114752,0.653,0.393,8.3635660739839e-169
-"TXNIP",1.48723615814773e-146,0.696301108693084,0.302,0.102,3.38628800848657e-142
-"MMP10",7.47812344683893e-140,0.874218750813854,0.256,0.076,1.70269392761076e-135
-"ANGPT2",3.92353087571502e-124,1.04702302165979,0.276,0.1,8.93348745091554e-120
-"SOCS3",5.633586882017e-30,0.877264160364635,0.35,0.243,1.28271139716645e-25
+"MMP1",0,3.07321080470294,0.591,0.117,0
+"IFI27",0,2.84651144166482,0.927,0.034,0
+"HMOX1",0,2.56628860315026,0.932,0.236,0
+"SELE",0,2.27892181893389,0.582,0.014,0
+"HLA-DRB1",0,2.18693766018045,0.876,0.041,0
+"ACKR1",0,1.93574912292513,0.55,0.01,0
+"CD200",0,1.90639490377362,0.777,0.023,0
+"CLDN5",0,1.89059808876616,0.591,0.011,0
+"CD74",0,1.86101961546243,0.857,0.105,0
+"CD93",0,1.7259065641449,0.691,0.01,0
+"NDRG1",0,1.65016318153537,0.834,0.25,0
+"SH3BGRL3",0,1.61524265632673,0.901,0.361,0
+"PCAT19",0,1.52803132461945,0.687,0.011,0
+"SPRY1",0,1.51610817936115,0.525,0.082,0
+"RAI14",0,1.5087352311989,0.694,0.044,0
+"HLA-DRA",0,1.47381997379861,0.732,0.03,0
+"LCN6",0,1.41601070045587,0.531,0.007,0
+"TMSB10",0,1.41108960019581,0.987,0.786,0
+"WWTR1",0,1.37034268783864,0.755,0.174,0
+"CALCRL",0,1.36602481056375,0.579,0.007,0
+"TCF4",0,1.34599851875124,0.752,0.188,0
+"CFLAR",0,1.34150431637896,0.868,0.37,0
+"HLA-DRB5",0,1.33859664343993,0.615,0.017,0
+"ZNF385D",0,1.27556963540544,0.568,0.032,0
+"ASPH",0,1.23675562864034,0.64,0.113,0
+"VWF",0,1.23451925302449,0.506,0.004,0
+"TPM3",0,1.23171854035262,0.732,0.163,0
+"ECSCR.1",0,1.22166478350902,0.524,0.005,0
+"PLVAP",0,1.21696472863358,0.469,0.005,0
+"TM4SF1",0,1.2012845939364,0.989,0.574,0
+"ADGRL4",0,1.19515475545295,0.531,0.004,0
+"S100A10",0,1.17864179363057,0.846,0.43,0
+"CSTB",0,1.16503701190178,0.778,0.393,0
+"HLA-DQB1",0,1.16094527472379,0.47,0.012,0
+"NQO1",0,1.14419068682849,0.468,0.066,0
+"SLC7A11",0,1.14085631793721,0.53,0.066,0
+"MSN",0,1.0653790660478,0.787,0.293,0
+"NOP10",0,1.02513639820418,0.755,0.302,0
+"RHOC",0,1.02182783873072,0.851,0.414,0
+"HLA-DPA1",0,1.02008694530337,0.521,0.04,0
+"ARPC1B",0,1.00139422922842,0.673,0.213,0
+"BACE2",0,1.00029063997006,0.535,0.083,0
+"TXNRD1",0,0.982984696888825,0.835,0.456,0
+"FXYD5",0,0.970961856509645,0.617,0.151,0
+"RDX",0,0.9644388622904,0.657,0.247,0
+"CLIC1",0,0.963314697234637,0.875,0.526,0
+"TM4SF18",0,0.960587816299116,0.314,0.003,0
+"ADAMTS9",0,0.955685418911654,0.836,0.369,0
+"SWAP70",0,0.954099638433859,0.462,0.059,0
+"TXN",0,0.951346617297732,0.987,0.854,0
+"PGF",0,0.949816575299014,0.285,0.031,0
+"DUSP6",0,0.944184560382375,0.356,0.026,0
+"HLA-DQA1",0,0.925266194000918,0.308,0.009,0
+"PNP",0,0.921075815159447,0.705,0.245,0
+"FTL",0,0.914745340739404,1,0.997,0
+"SQSTM1",0,0.904708191039136,0.96,0.832,0
+"MRPL33",0,0.902397298346776,0.578,0.166,0
+"MED24",0,0.888386020073007,0.256,0.011,0
+"LMO2",0,0.880850633413524,0.347,0.005,0
+"CNKSR3",0,0.875013071656427,0.368,0.014,0
+"MGST2",0,0.858360560765543,0.339,0.034,0
+"PPFIBP1",0,0.83848754556571,0.464,0.098,0
+"COL15A1",0,0.824231587868479,0.418,0.074,0
+"RNASE1",0,0.815835496300805,0.308,0.005,0
+"NEURL1B",0,0.812368485482493,0.359,0.033,0
+"ZEB1",0,0.801018469979992,0.507,0.13,0
+"ST3GAL6",0,0.79481694409412,0.327,0.007,0
+"CDC37",0,0.792888820395435,0.621,0.219,0
+"RAPGEF5",0,0.787318231445362,0.323,0.007,0
+"SOX17",0,0.777998064962651,0.273,0.002,0
+"MYL12A",0,0.777322472472421,0.791,0.469,0
+"GCLM",0,0.76508550585451,0.672,0.281,0
+"RPS18",0,0.7635609088561,1,0.985,0
+"NPDC1",0,0.759850366545464,0.452,0.101,0
+"EMCN",0,0.74923522543999,0.28,0.004,0
+"CDC42EP3",0,0.736683204796204,0.517,0.122,0
+"ITM2A",0,0.734831194174175,0.442,0.106,0
+"IL3RA",0,0.734458698876775,0.307,0.004,0
+"RHOJ",0,0.733852315598163,0.304,0.008,0
+"AP1S2",0,0.732254873986449,0.463,0.119,0
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+"ANGPT2",3.39759425991687e-126,1.07718551265573,0.28,0.099,7.73598237040471e-122

genesets/genes.deg.Epi.csv

 "","p_val","avg_logFC","pct.1","pct.2","p_val_adj"
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genesets/genes.deg.Fib.csv

 "","p_val","avg_logFC","pct.1","pct.2","p_val_adj"
-"APOD",0,3.36864791064912,0.814,0.189,0
-"FBLN1",0,2.82658194033574,0.935,0.165,0
-"PTGDS",0,2.81162428389748,0.732,0.228,0
-"PTGS2",0,2.62227393909876,0.805,0.18,0
-"SERPINE2",0,2.59437326315167,0.709,0.114,0
-"G0S2",0,2.39801747759295,0.686,0.359,0
-"LUM",0,2.25735644186895,0.823,0.148,0
-"CFD",0,2.25483393340916,0.838,0.281,0
-"MGST1",0,2.21752976246436,0.801,0.085,0
-"DCN",0,2.21650510921,0.922,0.227,0
-"TNFAIP6",0,2.12814444280566,0.614,0.124,0
-"PTN",0,2.10866921438212,0.783,0.076,0
-"TFPI2",0,2.09109885798074,0.524,0.171,0
-"HSD11B1",0,1.9336704624671,0.607,0.038,0
-"MMP2",0,1.93284789561807,0.816,0.069,0
-"MEG3",0,1.91892100868477,0.919,0.258,0
-"SERPINF1",0,1.87013082590976,0.782,0.14,0
-"AKR1C1",0,1.77948620148968,0.687,0.164,0
-"CLMP",0,1.7194520643719,0.68,0.026,0
-"FGF2",0,1.66533162693853,0.649,0.114,0
-"MFAP4",0,1.58054970282261,0.703,0.12,0
-"FGF7",0,1.55836302885244,0.617,0.106,0
-"PDPN",0,1.52605422268766,0.625,0.038,0
-"RHOBTB3",0,1.46488293362419,0.699,0.152,0
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+"HERPUD1",1.11454550033953e-47,0.783752621490151,0.464,0.341,2.53770864972308e-43

genesets/genes.deg.LE.csv

 "","p_val","avg_logFC","pct.1","pct.2","p_val_adj"
-"MSMB",0,4.72329455992227,0.955,0.137,0
-"KLK3",0,4.21192965880628,0.937,0.059,0
-"ACPP",0,3.68864654618114,0.885,0.032,0
-"PLA2G2A",0,3.4035678624068,0.786,0.049,0
-"KLK2",0,2.73049235256229,0.826,0.02,0
-"MT1E",0,2.38388644259479,0.562,0.08,0
-"MT1X",0,2.20579245340183,0.546,0.112,0
-"MT1G",0,2.10339427019239,0.318,0.022,0
-"TFF1",0,2.02156955762182,0.511,0.118,0
-"GADD45B",0,1.90371967131237,0.559,0.273,0
-"CLDN3",0,1.87594829839121,0.655,0.114,0
-"MT2A",0,1.8406782842313,0.878,0.497,0
-"TSPAN8",0,1.81893594907816,0.779,0.117,0
-"AZGP1",0,1.72075160074135,0.884,0.315,0
-"RDH11",0,1.70083659653854,0.678,0.119,0
-"NEAT1",0,1.63000470940052,0.993,0.943,0
-"CPE",0,1.6075748023562,0.766,0.198,0
-"SEC11C",0,1.57385022149377,0.688,0.161,0
-"CRYAB",0,1.40042966989096,0.41,0.099,0
-"DHRS7",0,1.38719001719879,0.632,0.118,0
-"NAMPT",0,1.36720378347625,0.74,0.38,0
-"NPDC1",0,1.34799957571958,0.717,0.156,0
-"TMC5",0,1.33676044583128,0.525,0.053,0
-"CLDN4",0,1.29573151344925,0.917,0.697,0
-"VMP1",0,1.28715506022378,0.787,0.366,0
-"ADIRF",0,1.27135125347254,0.783,0.35,0
-"TSC22D1",0,1.25319502728026,0.734,0.425,0
-"TMPRSS2",0,1.2506962842439,0.604,0.108,0
-"GP2",0,1.24738103348027,0.31,0.003,0
-"IL6ST",0,1.21487799867034,0.618,0.15,0
-"DBI",0,1.20809985743553,0.714,0.294,0
-"GLRX",0,1.17279517383489,0.342,0.057,0
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+"CEACAM1",6.94296075765304e-116,0.7464646434848,0.468,0.338,1.58084273491002e-111

genesets/genes.deg.OE1.csv

 "","p_val","avg_logFC","pct.1","pct.2","p_val_adj"
-"SCGB3A1",0,4.03855188386607,0.814,0.17,0
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-"RARRES1",0,2.15360872232365,0.751,0.144,0
-"FCGBP",0,1.95058930401031,0.485,0.027,0
-"SLPI",0,1.87017677134175,0.937,0.456,0
-"WFDC2",0,1.77045405444995,0.955,0.592,0
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-"FAM3D",0,1.53061470515414,0.621,0.063,0
-"GDF15",0,1.52479011674675,0.719,0.311,0
-"DUOXA2",0,1.46841257955522,0.5,0.104,0
-"HLA-DRA",0,1.44575370537358,0.6,0.124,0
-"AGR2",0,1.44370921726969,0.822,0.313,0
-"SPINK1",0,1.41253661157524,0.632,0.178,0
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-"MMP7",0,1.35749349757673,0.628,0.243,0
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-"RHOV",0,1.02496745744618,0.5,0.141,0
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-"CEACAM5",0,0.732797379961459,0.324,0.063,0
-"HLA-DRB5",0,0.726964324005891,0.296,0.031,0
-"FOXO3",0,0.717682027241627,0.553,0.235,0
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-"HPGD",4.1645372957255e-124,0.795872125736211,0.336,0.185,9.48223496863738e-120
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+"AGR2",0,1.50771160663897,0.836,0.309,0
+"DUOXA2",0,1.48969019726892,0.515,0.105,0
+"HLA-DRA",0,1.47281011413823,0.617,0.125,0
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+"S100P",0,1.39810622888005,0.849,0.378,0
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+"ZG16B",0,1.16274110553997,0.709,0.281,0
+"ANKRD36C",0,1.08837979301582,0.649,0.2,0
+"HLA-DRB1",0,1.05437582349891,0.498,0.102,0
+"RHOV",0,1.03957787813277,0.501,0.141,0
+"CRABP2",0,1.03591666059374,0.621,0.175,0
+"ADGRF1",0,0.97095037432053,0.597,0.157,0
+"AZGP1",0,0.949591336181321,0.835,0.331,0
+"CEACAM6",0,0.923627558124112,0.397,0.07,0
+"S100A6",0,0.882990934632683,0.997,0.963,0
+"ATP1B1",0,0.875204604200402,0.538,0.175,0
+"CP",0,0.87051193818924,0.41,0.048,0
+"TMSB4X",0,0.851462429355428,0.994,0.938,0
+"TMEM45B",0,0.832355488643937,0.477,0.111,0
+"PDZK1IP1",0,0.823055815265048,0.385,0.057,0
+"ZFP36L1",0,0.818898231225676,0.758,0.53,0
+"ASS1",0,0.81736057537204,0.655,0.3,0
+"BIK",0,0.814680251416677,0.465,0.129,0
+"FTH1",0,0.813159360485084,1,0.999,0
+"AGR3",0,0.806622593262108,0.277,0.021,0
+"SRD5A3",0,0.799948005891859,0.329,0.037,0
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+"HPGD",1.33820164573831e-122,0.800288109835148,0.342,0.189,3.04695132718155e-118

genesets/genes.deg.OE2.csv

 "","p_val","avg_logFC","pct.1","pct.2","p_val_adj"
-"AKR1C2",0,1.77872054939704,0.725,0.063,0
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-"S100P",0,1.37018451555765,0.939,0.348,0
-"DHRS9",0,1.34537696834464,0.474,0.032,0
-"KRT13",0,1.26082724566297,0.801,0.227,0
-"GPX2",0,1.25816126744378,0.795,0.212,0
-"KRT6A",0,1.24189839957088,0.378,0.06,0
-"FABP5",0,1.1412126262124,0.461,0.157,0
-"SERPINB1",0,1.08838916382847,0.803,0.276,0
-"SDCBP2",0,1.02683722819571,0.818,0.286,0
-"IL1RN",0,0.864591247929008,0.48,0.12,0
-"KIAA1551",0,0.863080798435681,0.644,0.215,0
-"LYPD3",0,0.861970576411272,0.394,0.067,0
-"OAF",0,0.861882732376946,0.566,0.097,0
-"CXCL17",0,0.839339024790727,0.746,0.325,0
-"MGST1",0,0.785595229423377,0.881,0.473,0
-"SDC1",0,0.775415933421429,0.624,0.189,0
-"HECTD1",0,0.754808176562567,0.711,0.268,0
-"UBR4",0,0.748078288938771,0.452,0.159,0
+"AKR1C2",0,1.78790020076685,0.739,0.065,0
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+"HECTD1",0,0.758529332876016,0.72,0.271,0
+"UBR4",0,0.752859439239338,0.456,0.161,0

genesets/genes.deg.SM.csv

 "","p_val","avg_logFC","pct.1","pct.2","p_val_adj"
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-"TPM2",0,2.09804317771303,0.775,0.326,0
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-"CALD1",0,1.86784663374396,0.954,0.433,0
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-"NDUFA4L2",0,1.56556801393623,0.346,0.017,0
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-"EPAS1",0,1.30745996725421,0.732,0.293,0
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-"HES4",0,1.03932204160562,0.771,0.394,0
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-"IGFBP4",2.47015331355755e-202,0.731827223012788,0.741,0.506,5.62429207963919e-198
-"TINAGL1",6.50200596322132e-197,0.805338991186045,0.352,0.113,1.48044173776586e-192
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-"GADD45B",1.74662171754805e-187,0.724294610044643,0.63,0.367,3.97688298868515e-183
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-"PMEPA1",6.57795795382491e-177,0.722243392930294,0.354,0.122,1.49773524650639e-172
-"ZFHX3",1.38063797029975e-173,0.847583623179504,0.41,0.167,3.14357459457551e-169
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-"CREM",1.7661271023662e-114,0.755512944263807,0.735,0.59,4.02129479937759e-110
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-"MYLK",1.0938825340627e-109,0.939748872270486,0.33,0.147,2.49066114180736e-105
-"MYC",4.50230136851566e-109,0.897773167822691,0.486,0.295,1.02512899859733e-104
-"ZNF503",7.65609691243077e-108,0.741555266262575,0.259,0.098,1.74321670599136e-103
-"ISG15",1.19877357872602e-94,0.907201227654608,0.413,0.24,2.72948756140128e-90
-"LMCD1",1.20511231091674e-92,0.861433127238133,0.367,0.191,2.74392022072632e-88
-"HSPB1",6.59539364638025e-60,0.696267840359828,0.631,0.536,1.50170517934432e-55
-"RHOB",2.01552919299791e-38,0.911728278154382,0.351,0.258,4.58915841953694e-34
+"TAGLN",0,2.95429057587315,0.823,0.135,0
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+"HSPB1",4.03779251708535e-64,0.775077098206802,0.624,0.524,9.19364978215163e-60
+"SRGN",1.95918453596081e-55,0.700374656176928,0.487,0.361,4.46086726992916e-51
+"RHOB",2.65941525352899e-37,0.912350577459052,0.344,0.251,6.05522259076017e-33

genesets/genes.deg.St.csv

 "","p_val","avg_logFC","pct.1","pct.2","p_val_adj"
-"IL6",0,3.83333555089984,0.629,0.017,0
-"C11orf96",0,3.39610706326045,0.762,0.03,0
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-"PTGDS",0,3.1008731525805,0.441,0.012,0
-"IGFBP7",0,3.0913106292166,0.949,0.223,0
-"CFD",0,2.87652460410666,0.516,0.078,0
-"SPARCL1",0,2.86033619361342,0.887,0.073,0
-"VIM",0,2.81969363338012,0.931,0.069,0
-"MGP",0,2.63478526620874,0.73,0.093,0
-"DCN",0,2.5605273505449,0.521,0.005,0
-"FBLN1",0,2.55551284140006,0.491,0.11,0
-"HMOX1",0,2.43534430574359,0.455,0.099,0
-"IGFBP5",0,2.4077324241504,0.531,0.015,0
-"CSF3",0,2.39272632812122,0.436,0.019,0
-"MMP1",0,2.33676793763559,0.265,0.049,0
-"CXCL2",0,2.31955923721709,0.478,0.154,0
-"LUM",0,2.28771007807333,0.434,0.006,0
-"LGALS1",0,2.22879059483216,0.861,0.135,0
-"TIMP1",0,2.21623828703903,0.907,0.702,0
-"PTGS2",0,2.19924386285671,0.444,0.12,0
-"STC1",0,2.18392344208427,0.282,0.004,0
-"GEM",0,2.17445577477314,0.561,0.031,0
-"SERPINE2",0,2.12420904075796,0.365,0.058,0
-"IGFBP6",0,2.0918528977086,0.534,0.113,0
-"TNFAIP6",0,2.07230505683931,0.331,0.003,0
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-"SERPINE1",0,2.06389867560947,0.441,0.01,0
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-"TFPI",0,1.91955903349379,0.651,0.038,0
-"PDK4",0,1.91585837577571,0.426,0.159,0
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-"CREM",0,1.84945591030534,0.625,0.093,0
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-"COL6A2",0,1.57932500466674,0.514,0.014,0
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-"CTSL",0,1.48495273076355,0.512,0.062,0
-"GSN",0,1.47283025325164,0.562,0.208,0
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-"MFAP4",0,1.44726715945473,0.366,0.002,0
-"BNIP3L",0,1.44029714568863,0.531,0.165,0
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-"S100A4",0,1.27822203369787,0.383,0.046,0
-"EDNRB",0,1.2778037656066,0.347,0.003,0
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-"CEBPB",0,1.01998855901424,0.645,0.504,0
-"DNAJB9",0,1.01875400457363,0.553,0.263,0
-"CD200",0,1.01463720564476,0.266,0.032,0
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-"RND3",0,0.994181016143813,0.442,0.261,0
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-"PDPN",0,0.978053763889563,0.286,0.039,0
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-"PTPN1",0,0.961029009693622,0.362,0.057,0
-"LAPTM4A",0,0.953571378139214,0.791,0.579,0
-"C8orf4",0,0.94764326134623,0.268,0.076,0
-"PLIN2",0,0.944575785522719,0.485,0.279,0
-"CREB5",0,0.944140309248919,0.345,0.071,0
-"PNP",0,0.941210482430765,0.394,0.086,0
-"NR4A2",0,0.939985558327142,0.34,0.086,0
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-"GPX3",0,0.931497303137261,0.396,0.133,0
-"UBB",0,0.924900739394498,0.887,0.635,0
-"FGFR1",0,0.917120003940927,0.503,0.157,0
-"DDIT4",0,0.908432281674326,0.323,0.154,0
-"LIMS1",0,0.90372187561546,0.466,0.174,0
-"CSRP2",0,0.898007481127313,0.377,0.121,0
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-"NR4A1",0,0.873238872879497,0.316,0.09,0
-"LTBP4",0,0.866683457759609,0.338,0.071,0
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+"IFITM3",0,0.91579138112685,0.859,0.621,0
+"FTL",0,0.905993712604869,0.998,0.996,0
+"LIMS1",0,0.905340606537884,0.465,0.175,0
+"NR4A1",0,0.903070394509358,0.31,0.081,0
+"DDIT4",0,0.900686754759137,0.315,0.15,0
+"CSRP2",0,0.895133317978952,0.375,0.121,0
+"RHOB",0,0.894044900128071,0.274,0.09,0
+"AEBP1",0,0.886227128736287,0.344,0.036,0
+"LTBP4",0,0.878502819776411,0.344,0.072,0
+"PCOLCE",0,0.874049869143816,0.266,0.004,0
+"BTG1",0,0.865602519085269,0.865,0.728,0
+"RHOQ",0,0.860774498486398,0.301,0.075,0
+"WWTR1",0,0.85092844896402,0.357,0.116,0
+"EIF1B",0,0.83657908689574,0.531,0.307,0
+"GLA",0,0.836441759333369,0.302,0.046,0
+"FXYD6",0,0.826005051330863,0.282,0.008,0
+"PNPLA8",0,0.803755642375047,0.493,0.191,0
+"CST3",0,0.800926588881286,0.827,0.753,0
+"ARID5B",0,0.794503333830669,0.519,0.25,0
+"SLC39A14",0,0.794424508679701,0.338,0.058,0
+"PRKAR1A",0,0.791837874062344,0.446,0.183,0
+"WBP5",0,0.789401477737947,0.603,0.29,0
+"LMO4",0,0.771194435005997,0.306,0.09,0
+"AHCYL1",0,0.758070789029953,0.489,0.244,0
+"OAT",0,0.755534147493582,0.393,0.166,0
+"KLF9",0,0.750331668962626,0.333,0.075,0
+"RARRES2",0,0.749597911457794,0.357,0.13,0
+"MAFG",0,0.749560922778889,0.539,0.257,0
+"ANKRD28",0,0.749358765791626,0.308,0.072,0
+"THBS1",0,0.74176678740877,0.289,0.123,0
+"GLIS3",0,0.736742834373125,0.303,0.035,0
+"CFH",0,0.734268822695591,0.302,0.088,0
+"IL32",0,0.73123503377744,0.372,0.159,0
+"ATP1B3",0,0.726745238412598,0.796,0.59,0
+"ARID5A",0,0.726317040924657,0.338,0.073,0
+"JAG1",0,0.718342348177767,0.267,0.047,0
+"SOCS3",0,0.709751463505473,0.26,0.108,0
+"BST2",0,0.708577587805061,0.283,0.032,0
+"NINJ1",0,0.708566576440206,0.331,0.093,0
+"PRNP",0,0.705653013218027,0.528,0.284,0
+"COL4A2",0,0.704506947693136,0.293,0.022,0
+"GABARAPL1",0,0.702010579609367,0.499,0.275,0
+"TIMP2",0,0.698953342889934,0.262,0.012,0
+"TBX3",0,0.697503003317879,0.314,0.107,0
+"PTP4A1",1.11031101024403e-282,0.734430842343105,0.42,0.275,2.52806713922464e-278
+"NDRG1",1.6138853562813e-280,0.725216389059929,0.434,0.285,3.67465556771689e-276
+"SERPINF1",3.60600090015103e-275,1.06965511198063,0.419,0.289,8.21050344955389e-271
+"HES4",1.03992417780313e-203,0.818860953604318,0.493,0.398,2.36780336043995e-199
+"ID3",1.25122760386727e-198,0.887769321381517,0.259,0.142,2.84892013124538e-194
+"TFPI2",3.31188044878099e-173,0.877324343642131,0.324,0.194,7.54082059382943e-169
+"CALD1",1.99945030893607e-160,0.738633963424544,0.564,0.463,4.55254840841654e-156
+"GADD45B",5.21149800990771e-160,0.998455012287695,0.416,0.31,1.18660598187589e-155
+"CXCL3",1.66535506306573e-149,1.16604667562366,0.252,0.148,3.79184694309436e-145
+"ZFP36",3.76608841700772e-134,0.694621041539885,0.558,0.493,8.57500671668489e-130
+"TM4SF1",1.33034648470074e-85,0.921134904332843,0.705,0.834,3.02906591101511e-81
+"HSPA5",1.62955150903373e-81,0.761399692191893,0.571,0.516,3.7103258309189e-77
+"DUSP1",1.52795760346632e-25,0.779552442469914,0.525,0.546,3.47900666733247e-21
+"MYL9",1.30088584932929e-05,0.974991330401501,0.301,0.32,0.296198699033785

genesets/genes.deg.Stress.csv

 "","p_val","avg_logFC","pct.1","pct.2","p_val_adj"
-"JUN",0,3.63561104605396,0.998,0.589,0
-"EGR1",0,3.55473561712687,0.944,0.205,0
-"FOS",0,3.19823270107162,0.982,0.507,0
-"GADD45B",0,3.04130067668239,0.988,0.349,0
-"ATF3",0,2.96269389618837,0.969,0.263,0
-"HES1",0,2.86271033785034,0.904,0.274,0
-"IER2",0,2.85963639432825,0.979,0.53,0
-"JUNB",0,2.7989840101511,0.99,0.628,0
-"NR4A1",0,2.54031127927871,0.865,0.148,0
-"ZFP36",0,2.40909630305211,0.972,0.518,0
-"EDN1",0,2.40375541966816,0.606,0.174,0
-"DDIT3",0,2.4021506342586,0.859,0.096,0
-"ID1",0,2.23816940474119,0.855,0.319,0
-"NFKBIA",0,2.21433819842861,0.993,0.78,0
-"FOSB",0,2.19505001280207,0.895,0.304,0
-"NCOA7",0,2.12092235036586,0.733,0.209,0
-"KLF10",0,2.06370682774238,0.857,0.18,0
-"PPP1R15A",0,2.0509084490677,0.995,0.694,0
-"DUSP1",0,2.03419313784139,0.958,0.546,0
-"RHOB",0,2.02780340612081,0.815,0.145,0
-"KLF6",0,1.98970373524107,0.887,0.439,0
-"IER3",0,1.95842094071026,0.936,0.633,0
-"RASD1",0,1.94308420471023,0.544,0.063,0
-"ID3",0,1.93507511936066,0.763,0.18,0
-"BTG2",0,1.93295409238728,0.816,0.267,0
-"CXCL3",0,1.77409122309313,0.733,0.18,0
-"DNAJB1",0,1.77230403565517,0.805,0.23,0
-"GADD45G",0,1.66973258552397,0.578,0.069,0
-"IRF1",0,1.63332379461865,0.841,0.3,0
-"ID2",0,1.62960688566593,0.68,0.162,0
+"JUN",0,3.62052888038841,0.996,0.581,0
+"EGR1",0,3.38446768397683,0.892,0.193,0
+"GADD45B",0,3.26271412424136,0.963,0.337,0
+"FOS",0,3.13960347514509,0.947,0.499,0
+"ATF3",0,2.83693360601453,0.914,0.252,0
+"HES1",0,2.76837888778452,0.833,0.265,0
+"JUNB",0,2.7386691849434,0.979,0.621,0
+"IER2",0,2.72250093662873,0.951,0.522,0
+"ZFP36",0,2.47215346710661,0.952,0.51,0
+"NR4A1",0,2.34215875061629,0.77,0.139,0
+"DDIT3",0,2.24826169357559,0.799,0.083,0
+"EDN1",0,2.15824291351267,0.528,0.17,0
+"NFKBIA",0,2.09118212307687,0.981,0.776,0
+"ID1",0,2.03356813802142,0.765,0.314,0
+"FOSB",0,1.99619731700365,0.812,0.297,0
+"KLF10",0,1.97688162393816,0.78,0.171,0
+"PPP1R15A",0,1.97051828829039,0.984,0.688,0
+"NCOA7",0,1.95274727291525,0.66,0.203,0
+"KLF6",0,1.9149215309341,0.865,0.43,0
+"RHOB",0,1.88535422661691,0.721,0.137,0
+"DUSP1",0,1.86431053552149,0.905,0.54,0
+"ID3",0,1.85292443767824,0.698,0.172,0
+"IER3",0,1.82974804781747,0.893,0.629,0
+"DNAJB1",0,1.80317963855276,0.747,0.222,0
+"BTG2",0,1.79039812826983,0.737,0.261,0
+"HSPA1A",0,1.64234164369466,0.688,0.382,0
+"IRF1",0,1.63732951879537,0.797,0.291,0
+"GADD45G",0,1.62227868742132,0.525,0.062,0