diff --git a/genesets/genes.deg.Epi.csv b/genesets/genes.deg.Epi.csv
index 56b5c01aa34c17f4dcb75276f990a88da8e96708..023ebdeb9f14ff8c4c91fa6532bbbe78d487e44c 100644
--- a/genesets/genes.deg.Epi.csv
+++ b/genesets/genes.deg.Epi.csv
@@ -1,46 +1,26 @@
 "","p_val","avg_logFC","pct.1","pct.2","p_val_adj"
-"KRT17",0,2.64673644764602,0.91,0.38,0
 "TACSTD2",0,2.58231159715341,0.981,0.282,0
 "KRT19",0,2.45083620114524,0.872,0.185,0
-"CLDN4",0,2.33798655274461,0.83,0.229,0
-"S100A2",0,2.14736694057859,0.824,0.336,0
 "SFN",0,2.14188708633312,0.849,0.126,0
-"KRT15",0,2.13730992361203,0.705,0.122,0
 "KRT8",0,1.98122977079159,0.878,0.156,0
-"SLPI",0,1.97212133924044,0.609,0.126,0
 "KRT23",0,1.9475241025607,0.647,0.109,0
 "KRT7",0,1.85832624877284,0.762,0.135,0
-"WFDC2",0,1.82603184536208,0.706,0.142,0
-"AQP3",0,1.75707702047555,0.714,0.138,0
 "KLF5",0,1.72630607453798,0.808,0.128,0
 "KRT18",0,1.65532949882324,0.889,0.214,0
-"FXYD3",0,1.61927290958347,0.793,0.123,0
-"DST",0,1.61622963903937,0.608,0.203,0
-"KRT5",0,1.61473814532591,0.661,0.08,0
-"AZGP1",0,1.59595095398688,0.423,0.063,0
 "ERRFI1",0,1.5002166398309,0.671,0.207,0
 "PERP",0,1.43991512228113,0.913,0.305,0
-"ELF3",0,1.39422648108229,0.616,0.113,0
 "SPINT2",0,1.39239631839613,0.792,0.11,0
-"AREG",0,1.3786787337354,0.444,0.097,0
 "ACTG1",0,1.37293440601088,0.992,0.839,0
-"DEFB1",0,1.34503533365797,0.431,0.055,0
 "ANXA1",0,1.30604259801877,0.86,0.505,0
-"F3",0,1.30192501208712,0.549,0.139,0
 "S100A14",0,1.29343286078518,0.589,0.071,0
-"FHL2",0,1.26558560397518,0.705,0.222,0
-"CLDN7",0,1.23141144972301,0.523,0.056,0
-"CXCL17",0,1.21533791862415,0.375,0.051,0
 "PHLDA2",0,1.19530647532187,0.808,0.394,0
 "GADD45A",0,1.18964097065961,0.83,0.473,0
 "EZR",0,1.15296351442262,0.754,0.253,0
 "CLDN1",0,1.11410745865298,0.457,0.064,0
-"EDN1",0,1.10942157265544,0.394,0.057,0
 "EHF",0,1.08296266097339,0.531,0.042,0
 "SERPINB5",0,1.08108443063903,0.462,0.034,0
 "S100A16",0,1.0769615457348,0.858,0.416,0
 "LAMB3",0,1.07163577834265,0.532,0.055,0
-"HBEGF",0,1.06681378224294,0.522,0.201,0
 "LIMA1",0,1.0513260826661,0.647,0.19,0
 "ACTB",0,1.05079544839747,0.992,0.9,0
 "VAMP8",0,1.02255596752927,0.607,0.073,0
@@ -50,22 +30,17 @@
 "ANXA2",0,1.0000025381118,0.987,0.867,0
 "MPZL2",0,0.994372861783234,0.644,0.149,0
 "CEACAM1",0,0.98928633223492,0.501,0.086,0
-"ZG16B",0,0.979605923698475,0.429,0.036,0
 "CD9",0,0.939348912075797,0.955,0.613,0
-"STK17A",0,0.937434104556968,0.612,0.222,0
 "SLC14A1",0,0.921059272534142,0.443,0.052,0
 "HMGA1",0,0.882636420446482,0.838,0.494,0
-"ALDH1A3",0,0.876037021829772,0.475,0.13,0
 "EPCAM",0,0.870929113732984,0.478,0.045,0
 "GSTP1",0,0.869236837206919,0.935,0.801,0
 "IRF6",0,0.857811859218995,0.471,0.038,0
 "PRSS22",0,0.855291125992551,0.367,0.028,0
 "MAST4",0,0.847336115298592,0.678,0.235,0
-"TSPAN1",0,0.832731564261921,0.392,0.04,0
 "PRDX5",0,0.822551687733958,0.789,0.438,0
 "TNFRSF12A",0,0.808337370482687,0.892,0.483,0
 "PHLDA3",0,0.795531021308692,0.494,0.111,0
-"S100A6",0,0.784779708737913,0.981,0.977,0
 "JUP",0,0.784069000314477,0.488,0.074,0
 "IRF2BP2",0,0.769645482116694,0.557,0.19,0
 "ITGA2",0,0.76350554541392,0.595,0.199,0
@@ -73,29 +48,11 @@
 "LAMC2",0,0.762354398240465,0.432,0.097,0
 "ANXA11",0,0.756371185335363,0.605,0.21,0
 "SDC4",0,0.753410062764128,0.503,0.146,0
-"MAL2",0,0.75247074578316,0.355,0.044,0
-"HEBP2",0,0.743409923773958,0.673,0.332,0
-"SDC1",0,0.718054645280138,0.351,0.04,0
 "CD47",0,0.71273810568372,0.599,0.22,0
 "CXCL16",0,0.704014318224997,0.426,0.071,0
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-"PPDPF",0,0.70023197306758,0.851,0.544,0
 "FAM110C",4.68811670147243e-302,0.81952198692582,0.321,0.023,1.08998713309234e-297
-"LMO7",3.54562564288941e-287,0.776064729336601,0.34,0.045,8.24357961971787e-283
-"LCN2",1.29929397078246e-279,1.98321221152763,0.43,0.13,3.02085848206921e-275
-"GPX2",1.75911908897727e-269,0.849509542409469,0.325,0.043,4.08995188187215e-265
-"RAB11FIP1",3.69529627971261e-269,0.720818871919051,0.341,0.055,8.59156385033181e-265
 "HSPB1",7.16440246438237e-267,0.785961433480702,0.893,0.779,1.6657235729689e-262
 "HIST1H1C",1.61000939082964e-254,0.719287302119213,0.48,0.184,3.74327183367892e-250
-"AGR2",2.68285137014948e-231,1.0612067064208,0.295,0.044,6.23762943559755e-227
-"KRT14",1.00746316626082e-212,1.65359002160063,0.295,0.056,2.3423518615564e-208
-"MMP7",9.3259028722788e-212,1.30588565024517,0.278,0.042,2.16827241780482e-207
-"KRT13",2.33641834478255e-210,1.63851273006006,0.292,0.056,5.43217265161943e-206
 "KRT16",1.07784000202821e-200,1.19125071652985,0.258,0.034,2.50597800471559e-196
-"S100P",8.37182577735041e-198,1.57588848571193,0.35,0.117,1.94644949323397e-193
-"ZFP36L2",2.94915164836327e-188,0.715517638044633,0.652,0.404,6.85677758244461e-184
 "MTRNR2L1",4.92681915776347e-166,0.796880879549293,0.498,0.282,1.14548545418001e-161
-"CD24",5.22646762822138e-146,0.921382790745211,0.331,0.131,1.21515372356147e-141
-"DKK1",8.30819005061725e-110,0.756949927526965,0.291,0.115,1.93165418676851e-105
-"GDF15",5.94555679467146e-81,1.18807270039704,0.276,0.139,1.38234195476112e-76
-"MSMB",6.76126653486279e-16,2.27369721884818,0.289,0.234,1.5719944693556e-11
diff --git a/genesets/genes.deg.St.csv b/genesets/genes.deg.St.csv
index 015986317ed1c70b827af9f5132112cc0b36f0b9..e1008d64894fc46bb2413c7379f4d648b32fbca2 100644
--- a/genesets/genes.deg.St.csv
+++ b/genesets/genes.deg.St.csv
@@ -1,159 +1,50 @@
 "","p_val","avg_logFC","pct.1","pct.2","p_val_adj"
-"C11orf96",0,3.35657963778659,0.708,0.036,0
 "IGFBP7",0,3.15209871939752,0.951,0.191,0
-"APOD",0,3.14186916624101,0.321,0.038,0
-"IL6",0,3.06378549509199,0.398,0.015,0
-"PTGDS",0,2.984059301983,0.313,0.016,0
 "VIM",0,2.90884774131888,0.944,0.054,0
 "SPARCL1",0,2.51839371967671,0.914,0.215,0
-"IGFBP5",0,2.46788937022088,0.496,0.019,0
-"HMOX1",0,2.42981899011226,0.429,0.077,0
-"MGP",0,2.35886107426051,0.707,0.178,0
-"IGFBP6",0,2.32348070236816,0.515,0.105,0
-"DCN",0,2.31379725539251,0.38,0.007,0
-"IFI27",0,2.20757404198392,0.424,0.033,0
-"MT1A",0,2.20743898939655,0.336,0.031,0
-"TIMP1",0,2.17577995338573,0.864,0.693,0
-"CSF3",0,2.12390991586269,0.348,0.016,0
 "LGALS1",0,2.07717174859661,0.818,0.194,0
-"CXCL2",0,2.05804809463236,0.377,0.14,0
-"TPM2",0,2.04592836769388,0.475,0.183,0
-"STC1",0,1.88561607702683,0.26,0.005,0
-"ADAMTS4",0,1.81500599991667,0.564,0.007,0
-"AKAP12",0,1.80327333175128,0.599,0.051,0
-"GEM",0,1.79996977665522,0.475,0.094,0
-"PLPP3",0,1.69957895148618,0.613,0.05,0
-"LUM",0,1.66670206288439,0.271,0.005,0
-"SRGN",0,1.64344531928405,0.483,0.016,0
-"CREM",0,1.60448971960675,0.593,0.155,0
 "SERPINE1",0,1.53907665601399,0.397,0.043,0
-"MT2A",0,1.4799735243476,0.807,0.61,0
 "SPARC",0,1.47829443640837,0.616,0.045,0
-"HLA-DRB1",0,1.47634274469489,0.394,0.069,0
 "A2M",0,1.45799667776449,0.495,0.004,0
 "PMP22",0,1.44794368173077,0.553,0.014,0
-"ADAMTS9",0,1.44495270614977,0.574,0.164,0
-"CLDN5",0,1.44050806195018,0.303,0.004,0
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 "SOD2",0,0.802390117820088,0.867,0.727,0
-"ADGRL4",0,0.790049027802065,0.27,0.001,0
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 "TAGLN2",0,0.763119639179336,0.782,0.596,0
 "TIMP2",0,0.75568361353686,0.323,0.026,0
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 "ANKRD28",0,0.735829733099667,0.331,0.074,0
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-"TPM1",2.32360816854733e-35,0.992495037939129,0.432,0.386,5.40238899187254e-31
-"SERPINF1",6.56023844543821e-29,0.857942886733171,0.341,0.303,1.52525543856438e-24
-"ID4",2.26329976161942e-17,0.889562772727801,0.266,0.227,5.26217194576515e-13
-"MYL9",1.91656138962639e-13,1.52224573026194,0.403,0.42,4.45600523088136e-09
-"G0S2",2.70363404946342e-13,1.52837835729027,0.287,0.255,6.28594916500245e-09
-"DNAJB1",5.01436604406916e-11,0.785501506000992,0.461,0.463,1.16584010524608e-06