diff --git a/intro-pathway-analysis/ExampleData.zip b/intro-pathway-analysis/ExampleData.zip
index b2b3c72..56045e6 100644
Binary files a/intro-pathway-analysis/ExampleData.zip and b/intro-pathway-analysis/ExampleData.zip differ
diff --git a/intro-pathway-analysis/ExampleData/lung.expr.entrez.gsea.txt b/intro-pathway-analysis/ExampleData/lung.expr.entrez.gsea.txt
index abd4a8d..9e88f86 100644
--- a/intro-pathway-analysis/ExampleData/lung.expr.entrez.gsea.txt
+++ b/intro-pathway-analysis/ExampleData/lung.expr.entrez.gsea.txt
@@ -1,36841 +1,36841 @@
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-ENSG00000279718	-0.189048311
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-ENSG00000280208	1.067070673
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-ENSG00000280237	0.865327407
-ENSG00000280243	1.244504098
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-ENSG00000280350	1.822597878
-ENSG00000280409	0.069026877
-ENSG00000280411	2.020603792
-ENSG00000280457	0
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-ENSG00000280498	0
-ENSG00000280515	0.739111797
-ENSG00000280543	1.025286147
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-ENSG00000280580	0
-ENSG00000280587	1.628074819
-ENSG00000280594	0.078620928
-ENSG00000280620	1.118225481
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-ENSG00000280639	-0.133997634
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-ENSG00000280650	0.669183745
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-ENSG00000280709	1.291440955
-ENSG00000280711	0
-ENSG00000280719	0.761815856
-ENSG00000280721	1.320483182
-ENSG00000280725	1.614048966
-ENSG00000280734	1.66175726
-ENSG00000280739	-0.200508444
-ENSG00000280744	0.535752291
-ENSG00000280752	0
-ENSG00000280757	0
-ENSG00000280773	0
-ENSG00000280776	1.673862464
-ENSG00000280780	0.474734813
-ENSG00000280789	0.98043885
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-ENSG00000280809	1.034017187
-ENSG00000280832	2.002250428
-ENSG00000280837	1.213145502
-ENSG00000280890	0.47748137
-ENSG00000280894	0
-ENSG00000280916	-0.272797946
-ENSG00000280920	0
-ENSG00000280924	1.871044034
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-ENSG00000280968	0.144938865
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-ENSG00000280989	1.732874685
-ENSG00000280997	1.199294384
-ENSG00000281000	0
-ENSG00000281005	-0.248733404
-ENSG00000281026	1.264967425
-ENSG00000281058	0
-ENSG00000281097	3.500385764
-ENSG00000281103	-0.257589178
-ENSG00000281106	1.139648587
-ENSG00000281128	0.011214518
-ENSG00000281131	0.004467852
-ENSG00000281156	1.57618901
-ENSG00000281162	-0.008445487
-ENSG00000281183	1.480589129
-ENSG00000281186	2.096250441
-ENSG00000281189	1.485160598
-ENSG00000281196	1.348580447
-ENSG00000281202	1.426316956
-ENSG00000281207	1.197462951
-ENSG00000281219	0.867906194
-ENSG00000281248	1.374323913
-ENSG00000281264	0.208944564
-ENSG00000281295	0
-ENSG00000281327	2.188191155
-ENSG00000281332	0.179110724
-ENSG00000281344	3.119120697
-ENSG00000281347	1.137275129
-ENSG00000281357	0.571542545
-ENSG00000281358	0.516543532
-ENSG00000281371	0
-ENSG00000281376	0.258973858
-ENSG00000281379	0
-ENSG00000281392	0.030687487
-ENSG00000281394	1.938127228
-ENSG00000281398	3.68047547
-ENSG00000281402	0
-ENSG00000281404	0.953163824
-ENSG00000281406	2.479300487
-ENSG00000281426	0
-ENSG00000281450	-0.716560199
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-ENSG00000281473	0
-ENSG00000281477	0
-ENSG00000281490	0.153763288
-ENSG00000281491	0.831435236
-ENSG00000281501	-0.04122217
-ENSG00000281530	1.267598045
-ENSG00000281548	-1.18434874
-ENSG00000281591	0.236469758
-ENSG00000281627	0
-ENSG00000281641	1.010072245
-ENSG00000281649	1.461531372
-ENSG00000281652	0
-ENSG00000281664	0.867906194
-ENSG00000281691	0.140868602
-ENSG00000281692	0.274742247
-ENSG00000281696	1.373701719
-ENSG00000281706	2.059860499
-ENSG00000281708	1.319697754
-ENSG00000281720	0
-ENSG00000281721	0
-ENSG00000281756	0.213902956
-ENSG00000281769	-0.444966822
-ENSG00000281778	0
-ENSG00000281809	-1.193883804
-ENSG00000281832	0.489031594
-ENSG00000281842	0.344684675
-ENSG00000281852	-4.147520006
-ENSG00000281859	0
-ENSG00000281880	0.535752279
-ENSG00000281880	0.535752279
-ENSG00000281887	-1.770851334
-ENSG00000281903	0.948454316
-ENSG00000281909	0.606412752
-ENSG00000281910	1.575461608
-ENSG00000281912	0.935691011
\ No newline at end of file
+LGSN	7.446116973
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+DEPDC1B	4.142064735
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+LGR4	4.069560405
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+DEPDC1	4.052566278
+FER1L4	4.04769199
+NETO1	4.046240308
+NUF2	4.04431225
+DMBX1	4.039053804
+MAD2L1	4.031517051
+NEIL3	4.030118356
+SLC2A1	4.025949097
+POLE2	4.020451625
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+BBOX1-AS1	3.989827297
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+CENPE	3.958173237
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+FUT9	3.922217986
+ITPKA	3.913362594
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+STX1A	3.881593068
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+B4GALNT4	3.874538254
+FRMD5	3.873375135
+SALL1	3.870332661
+ADM2	3.854632645
+CDCA7	3.840054017
+DLX6-AS1	3.821687946
+BRIP1	3.812355213
+HHIPL2	3.80450717
+IQGAP3	3.798507287
+KNTC1	3.796072778
+DNAJC12	3.791437724
+CKAP2L	3.787130849
+GPC2	3.784613623
+THBS2	3.777174319
+AKR7A3	3.775910004
+HAGLROS	3.775327116
+LHX2	3.769571516
+KIF11	3.768415734
+PPP1R14D	3.767583335
+ABCA12	3.765885309
+GINS1	3.76093588
+CENPI	3.758338984
+GLB1L3	3.753186399
+FBXO32	3.752355646
+DLX1	3.741013315
+CA9	3.738389835
+ZIC2	3.720684466
+C1orf61	3.720057148
+VGF	3.718925706
+CCNA2	3.716224021
+TSHR	3.714226723
+SP8	3.713876003
+SLCO5A1	3.71348964
+CENPK	3.712010266
+KIF2C	3.711491438
+COL10A1	3.709907487
+DPYSL5	3.708615608
+SALL3	3.706124993
+RUNDC3A-AS1	3.703797865
+TTK	3.700044039
+TEDC2	3.696136809
+LINC01116	3.68836903
+FAM83A-AS1	3.686757263
+BUB1B	3.686263509
+HJURP	3.684149259
+SNHG4	3.68047547
+SPOCK1	3.678932076
+TFAP2A	3.678658453
+CRABP2	3.67745614
+TTYH1	3.663678382
+KNL1	3.662025881
+HPDL	3.660461112
+S100A2	3.656284259
+CHEK1	3.652931616
+LINC00665	3.648864911
+CDC6	3.640640796
+PLK1	3.639605415
+RAB26	3.635222068
+BARX1	3.6341621
+TPX2	3.630160988
+MELK	3.618789223
+OR2B6	3.617873046
+TNFRSF25	3.61689588
+HIST1H2BD	3.612795322
+HIST1H2AM	3.606595038
+SULF1	3.601102126
+NQO1	3.591378498
+ORC6	3.589776318
+LINC02535	3.587378197
+EMC3-AS1	3.585268922
+RECQL4	3.580306889
+CGREF1	3.579349606
+ONECUT1	3.577694202
+RAD54L	3.577687633
+KIF23	3.568088084
+SGO1	3.566686295
+UHRF1	3.559555358
+LINC00942	3.555872415
+LINC02474	3.554824076
+MNX1-AS1	3.519849275
+TROAP	3.517884235
+STYK1	3.509496535
+TMEM171	3.508530446
+PHKA1	3.507139079
+SYT12	3.506698128
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+LINC01977	3.502260609
+LINC01395	3.500385764
+HIST1H2AI	3.499025687
+GLYATL2	3.497679418
+HIST1H2AD	3.486100853
+ADAMTS14	3.484554041
+AKR1B10	3.483816435
+B4GALNT1	3.479907049
+VAC14-AS1	3.472643391
+PRB3	3.472261861
+SOX14	3.465442145
+FEZF1-AS1	3.464791988
+ARHGEF39	3.463338046
+CDCA3	3.463170208
+STEAP1	3.455474326
+CXCL13	3.45247881
+LINC00461	3.452199459
+UBE2C	3.448844104
+FCRL5	3.432607757
+TMEM156	3.432496055
+GJB2	3.430187335
+CDCA8	3.418943958
+CST1	3.415420032
+VIL1	3.415032503
+NDC80	3.411653209
+HOXB9	3.411336204
+RDM1	3.410871757
+ANKRD36BP2	3.404838998
+HMMR	3.396272267
+EPHB1	3.392379869
+ANKRD18A	3.389553844
+EEF1A2	3.384142496
+DLL3	3.382472322
+IL20RB	3.380621757
+C11orf86	3.380075416
+FUT2	3.375072616
+TSACC	3.373996521
+PAX7	3.373153764
+GPR87	3.369673845
+RPSAP52	3.369570091
+FAM155B	3.360429847
+PSMD10P2	3.359041797
+KLK6	3.357061872
+PDK1	3.352971261
+SKA3	3.350363382
+HELLS	3.348542683
+SYNGR3	3.346422832
+AKR1B15	3.346289781
+IGF2BP3	3.344469724
+ECT2	3.344418849
+LEP	3.341979059
+KIF18B	3.340228272
+CA6	3.339055825
+HIST1H1C	3.336567648
+TFF1	3.335803828
+DNMT3B	3.330894273
+GALNT9	3.328901244
+TAF1D	3.328649401
+EPHA10	3.323747309
+SPTBN2	3.321147607
+PTHLH	3.311320391
+COCH	3.310278358
+GABRA3	3.309258293
+ANKS4B	3.306207121
+DNAH14	3.30389185
+BAGE2	3.300438889
+NKAIN1	3.297737527
+PLK4	3.294368886
+P2RY6	3.294287633
+CDCA2	3.293759436
+GINS2	3.291879215
+CCDC169	3.28350835
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+CEP55	3.274410126
+AKR7L	3.269843785
+E2F7	3.266927181
+ANKRD36C	3.262046021
+FHL2	3.257866635
+C1QTNF6	3.257343984
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+RMI2	3.25530421
+MCM4	3.254107381
+CILP2	3.253852515
+POLG2	3.25274438
+GNGT1	3.252700082
+PBK	3.25053269
+RAB3B	3.250505628
+CENPA	3.250476247
+SFXN1	3.249139221
+PPP1R14BP2	3.249061381
+KIAA1549L	3.248857212
+PSAT1	3.248847969
+EXO1	3.248586932
+SNHG3	3.242733823
+LHX1	3.233949464
+SPAG4	3.233538074
+MKI67	3.22978665
+HIST1H2BF	3.228327285
+SLC2A5	3.227621076
+MCM10	3.226905028
+CILP	3.225890513
+LINC01271	3.2252933
+KCNH1	3.224973129
+AIM2	3.224969484
+ABCC2	3.224463822
+ONECUT2	3.223173194
+BIRC5	3.222849503
+TCN1	3.222391957
+BAIAP2L2	3.222160106
+HIST1H4H	3.221666384
+FANCI	3.217416308
+BUB1	3.21502059
+TWIST1	3.214464458
+PLPP2	3.212299419
+RHBG	3.211828092
+LINC01270	3.208300932
+FOXM1	3.202604337
+EBF3	3.202249255
+CCDC150	3.199861909
+GCNT3	3.199472623
+KHDC4	3.199410755
+MAGEC2	3.196766235
+MARCKSL1	3.19108581
+FLVCR1	3.188926599
+IGHG4	3.187714485
+PRAME	3.18643569
+FSD1	3.185704448
+POU3F2	3.184761054
+BCL2L10	3.184634803
+ATP2A1	3.183655277
+VMP1	3.183648648
+POLR3G	3.182869142
+PARPBP	3.179520051
+LINC02014	3.179451113
+OIP5	3.17802033
+CRYBA2	3.178016404
+NCAPG	3.177609598
+HIST1H4C	3.174999297
+UBE2QL1	3.173214703
+SNORA23	3.17111657
+PMAIP1	3.171103046
+ATP10B	3.169825295
+SNORA73B	3.16455359
+ATAD5	3.158929112
+PIF1	3.157413224
+TPBG	3.155348272
+FCRL2	3.153806439
+RBFOX1	3.151794867
+MAGEC1	3.150289516
+KCNQ2	3.144680775
+RHBDL1	3.14322883
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+CCNB2	3.135110559
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+WFDC3	3.128602219
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+ARHGAP11A	3.127804089
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+DONSON	3.126247063
+INSRR	3.125662585
+LINC01983	3.124620371
+FAM172BP	3.122735225
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+SCN8A	3.11071679
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+EPS8L3	3.08269304
+ACRV1	3.082219402
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+GPX2	3.070625017
+TMPRSS11E	3.068225932
+OCIAD2	3.067469415
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+EME1	3.062277546
+LINC00346	3.060499717
+ARNTL2	3.059443673
+TMPRSS11A	3.05581749
+KIF15	3.054174081
+FAP	3.053914387
+TRIM46	3.052744738
+MUC13	3.051628607
+PRR4	3.048844204
+ABCB6	3.045262195
+DSCAM-AS1	3.044383917
+TRIP13	3.043929105
+IGHG1	3.042210797
+RRM2	3.042109819
+TESMIN	3.036735057
+TMEM75	3.035756874
+PLAC1	3.032703407
+SPRED3	3.031821164
+B3GNT3	3.031209885
+SCN4A	3.03047413
+CALCA	3.029679164
+NKX2-2	3.02732377
+PLXNB3	3.026930364
+RPL31P7	3.026453762
+GAD1	3.019245562
+MAGEA3	3.018104866
+HOXB8	3.017163647
+CASKIN1	3.016546924
+ELOVL2	3.013003565
+HORMAD1	3.011456649
+HOXD4	3.007400537
+A1CF	3.002283869
+SMOC1	2.996481307
+NMU	2.996057186
+KCNQ1OT1	2.995550507
+NPW	2.992849895
+LINC01705	2.99213236
+RFX8	2.991523748
+NSG2	2.991444963
+LINC01614	2.990760779
+HIST1H1D	2.989682655
+ZFPM2-AS1	2.985043286
+FIGNL1	2.982145618
+IGHGP	2.981555827
+PRH2	2.980320531
+IGHG3	2.978724678
+KAT2A	2.978357617
+CPHL1P	2.973472864
+RNU4-2	2.971068611
+ALOX12P2	2.970668584
+SNORD15B	2.969127564
+MIAT	2.966099185
+MAGEA4	2.96595902
+CHTF18	2.963945887
+BCL2L15	2.962494221
+LRRC38	2.962226603
+MND1	2.96133216
+FAM239A	2.960694567
+ESPL1	2.958863624
+IMPDH1P8	2.95791497
+MYO19	2.95461286
+LIVAR	2.95411007
+HRASLS	2.953881153
+PITX2	2.952731365
+HIST1H2BN	2.952402356
+TNNI3	2.948557659
+CIP2A	2.948469323
+F2	2.946603447
+NOVA1-AS1	2.944637726
+LY6K	2.943256325
+LINC00624	2.942837696
+SCARNA21	2.941596374
+PASD1	2.94026623
+GBAP1	2.939525407
+MAGEA6	2.939176799
+TMEM184A	2.938862423
+PODXL2	2.936428351
+CDHR5	2.936094965
+PRRX2	2.934854423
+TFAP2A-AS1	2.933266439
+EMX1	2.931925139
+LINC00513	2.93180226
+KIF3AP1	2.930160291
+OFD1P17	2.927603769
+AUNIP	2.927577302
+BPIFB4	2.927356805
+SNORD17	2.927003141
+MIR31HG	2.925647347
+RN7SL3	2.92433554
+ISL1	2.924140386
+GTSE1	2.920473989
+VCX3A	2.920426257
+UGT8	2.919313639
+LINC01572	2.913548692
+GRIN1	2.912954383
+SNORA53	2.911855757
+GCLC	2.909455569
+IGHV2-70	2.909438999
+TMPRSS4	2.908259904
+SCARNA5	2.905562065
+ASPHD1	2.904761586
+MNX1	2.904173948
+DLK1	2.903774279
+KCND2	2.902776366
+SGO2	2.902686454
+IL1RAPL2	2.900976476
+FCRL4	2.900050166
+PAX9	2.900038091
+KIF20A	2.899299379
+LINC00629	2.898449846
+EFNA3	2.897511068
+RNU5A-1	2.896056438
+MIOX	2.895258942
+TRAF5	2.89492535
+HNF4G	2.893252393
+TYMS	2.891800763
+KCNQ3	2.889642649
+RBPJL	2.887968404
+SPP2	2.885880293
+LINC01583	2.882472513
+MDK	2.881423805
+TFPI2	2.881410584
+COL25A1	2.879962359
+SLC7A5	2.8743844
+CACNA1A	2.871945331
+TICRR	2.869964549
+DBF4	2.869483866
+TRIM59	2.867358389
+HIST1H2BO	2.867121018
+REG1A	2.866711522
+GINS4	2.866484404
+INSL3	2.866073912
+CAMK2N2	2.865794514
+CDC45	2.865711941
+FAM72C	2.865656477
+SYT16	2.86402122
+ATP6V1C2	2.861781642
+MELTF	2.861767742
+HIST1H3H	2.860287425
+FOXE3	2.859898788
+FKBP11	2.859326693
+CBLN2	2.859288056
+ESCO2	2.858600714
+RTBDN	2.855936038
+NCAPH	2.855844723
+RNY1	2.855119559
+SCX	2.852189544
+LINC00880	2.850566873
+PRSS3	2.849874128
+PLAU	2.849011589
+COL7A1	2.84827385
+PIMREG	2.847204561
+RNU4-1	2.846794795
+FGL1	2.846435117
+RTL1	2.843597152
+SRRM3	2.842928435
+FAM57B	2.842536885
+EPYC	2.842320249
+CDH2	2.841781995
+CALCB	2.839111184
+LINC01535	2.83776039
+MMP13	2.837545226
+GPRIN1	2.833861586
+HIST1H4E	2.830385807
+LINC02416	2.829461657
+SUV39H2	2.827951381
+RFC4	2.827876575
+FANCB	2.825504081
+LINC00115	2.824667682
+LINC01727	2.824273991
+KCTD4	2.822600014
+LYPD1	2.822251743
+C1orf220	2.821019314
+LINC01355	2.820599894
+LINC00973	2.819131812
+IGHJ3P	2.818427931
+ZIC5	2.818338454
+ZPLD1	2.816081904
+IGF2BP1	2.813942267
+B3GNT4	2.811123803
+PITX1	2.810001295
+PROC	2.807970312
+AURKA	2.807648354
+KLRF2	2.807624649
+SLCO1B1	2.807473246
+CCNE2	2.806788273
+PROZ	2.805785466
+DQX1	2.80138662
+CRHR1	2.798985715
+CLDN14	2.798455131
+RNU5E-1	2.797944013
+BMS1P8	2.797069712
+TGFBR3L	2.796951603
+GRTP1	2.796332462
+MIR503HG	2.795881103
+ST7-OT4	2.795115518
+HOXD10	2.79438401
+SYT2	2.792593744
+DCAF13	2.790327381
+HS3ST3A1	2.789496617
+AURKB	2.786515447
+SRPK1	2.785919221
+CYP26A1	2.785669399
+PRKCG	2.785538711
+CDCA5	2.785458675
+ORC1	2.784957058
+HOXD-AS2	2.783360988
+SNORA14B	2.781285982
+ZBTB20-AS5	2.778414165
+RCOR2	2.777403692
+TDRKH-AS1	2.775490763
+HOXA10	2.772407379
+GNG4	2.770185612
+COL17A1	2.769028452
+NUSAP1	2.768546212
+MTND4P20	2.768115174
+MAGEA12	2.764692797
+KRT15	2.764069007
+HSF4	2.763521942
+CTAG2	2.763037721
+CCKBR	2.762281373
+CBX2	2.762000341
+ARL14	2.760827449
+CRABP1	2.757953025
+LINC01238	2.757156559
+F2RL2	2.756807618
+FAM222A-AS1	2.756515726
+MET	2.755978087
+CACNG8	2.749531447
+NSUN5P1	2.748972654
+FAR2P1	2.747861109
+LVRN	2.746418499
+MIR3609	2.746027255
+LINC01287	2.744138701
+MEIOC	2.74295221
+KISS1R	2.741799146
+TERT	2.738161389
+CSAG1	2.737150871
+TMEM145	2.735926544
+NLN	2.735089899
+ACTL8	2.732672423
+PPP1R14B	2.731912993
+NRK	2.731827496
+ANO7	2.729027154
+TM4SF5	2.729021802
+RCC1	2.728824745
+HOXC-AS2	2.728090816
+CHAF1B	2.722578524
+ITGA11	2.720797479
+PLOD2	2.718886148
+HIST1H1E	2.718179477
+PRC1	2.71788452
+HMGA1	2.717328955
+LINC00634	2.717167474
+LGI2	2.717046799
+LINC02506	2.716604006
+C10orf90	2.715447455
+NKX3-2	2.715142176
+C12orf42	2.714787113
+FOXL2NB	2.713342149
+NMRAL2P	2.713195605
+SCARNA1	2.710706772
+LHX1-DT	2.710208885
+C4BPB	2.709993229
+SNORC	2.70576818
+BEND6	2.704857947
+WDHD1	2.704575856
+DGKI	2.699482122
+SLCO1B3	2.699044492
+ST7-AS2	2.698952633
+EGOT	2.697445487
+CYP4A22-AS1	2.696437864
+TATDN1P1	2.694279637
+FANCD2	2.692942543
+WASF1	2.690018069
+IGFL1P1	2.689473854
+LINC02313	2.688531384
+RPP40	2.688504674
+LINC00676	2.688269655
+P4HA3	2.68628502
+PPIAP29	2.685671323
+KCNQ5	2.684563934
+TRIM15	2.681818085
+LINC00896	2.681225256
+CYP27B1	2.680808548
+SLC38A11	2.678482347
+PAQR6	2.675822323
+NKPD1	2.674707288
+USH1C	2.674350949
+HECW1	2.672365453
+SHOX2	2.67125945
+TAS2R30	2.670724188
+SIM2	2.67033776
+TMEM177	2.669082007
+SNORD72	2.668861114
+C9orf84	2.666868233
+DUSP9	2.665759226
+IFNWP19	2.663917285
+TEX19	2.66384518
+MACC1-AS1	2.6620921
+CPXM1	2.66177466
+PASK	2.661279822
+TRIM9	2.661152021
+C6orf141	2.660228869
+KIF5C	2.659208787
+SPTB	2.658831674
+ALPK2	2.658324553
+ELFN1-AS1	2.658086927
+FMO1	2.657464812
+HOXD13	2.653191256
+ATP11A-AS1	2.65251035
+BCYRN1	2.651557859
+PHF2P2	2.650452653
+TUBB2B	2.648830472
+RN7SL2	2.648550224
+LINC01460	2.647856088
+EFNA2	2.6476903
+CXCL14	2.647088094
+XAGE1A	2.64689024
+PTPRN	2.646419761
+HIST1H1B	2.645842754
+KIFC1	2.645282439
+KCNJ10	2.644841876
+AOC1	2.643708482
+NPM1P29	2.642415968
+OR2W6P	2.64151977
+FAM163A	2.64136342
+RNF139-AS1	2.641154471
+HIST1H2BC	2.63893147
+LINC00355	2.636627606
+SLC35F3	2.635715479
+RNF186	2.635665174
+SLC9A3-AS1	2.635225068
+KRT81	2.633888726
+ZNF239	2.63355743
+FGF11	2.633537444
+RNF207	2.633134381
+PRR11	2.63263886
+ELAVL2	2.632205533
+DPYD-AS2	2.632201436
+MIR559	2.631826772
+ZNF883	2.630880663
+GABRA5	2.629943835
+RN7SL674P	2.629931054
+INTS8	2.627934407
+SEC61A2	2.627901404
+PIWIL1	2.627686669
+SPC25	2.627282369
+LINC02043	2.626889849
+DUSP13	2.626503198
+FAM111B	2.626263437
+HIST1H2BH	2.624459469
+RAD54B	2.621258434
+STRIP2	2.620736735
+TBC1D27P	2.620712072
+NR0B1	2.6206254
+TMEM14EP	2.620194651
+JAKMIP1	2.617927638
+SLC38A3	2.616663878
+CASC19	2.615440869
+NFE4	2.615377095
+11-Mar	2.613735278
+SNORA5A	2.612393792
+MAGEA1	2.612119556
+RNU4ATAC	2.611246425
+PRSS2	2.61051
+SGK2	2.609751833
+ZNF716	2.608943449
+IGHV4-59	2.608588842
+NPSR1-AS1	2.608502616
+PLPP4	2.608469999
+CHRNB2	2.607204067
+CYP2C9	2.606854039
+CASC9	2.606093806
+LINC01311	2.605550596
+LINC01524	2.604688288
+SKA1	2.603982432
+LINC00342	2.603538063
+TBL1XR1-AS1	2.601789423
+CAMKV	2.601692734
+JSRP1	2.599900325
+NTS	2.599288328
+HCN3	2.598662195
+PAX5	2.598638582
+RPL26P35	2.597563215
+SNORA49	2.597105439
+MSLNL	2.596586386
+REC114	2.593231832
+NPFFR2	2.592090631
+FEV	2.591924792
+TNNT1	2.591717795
+HNF4A	2.591634515
+MIR3189	2.590840339
+ZNF107	2.590763828
+NLRP4	2.59071373
+SLC6A15	2.58769707
+TPSP2	2.58764346
+LPO	2.587229089
+LINC01118	2.58630251
+TNFSF11	2.586113748
+C6orf10	2.585332938
+FGF19	2.584713739
+NME1	2.58423362
+IGHV3-23	2.58358635
+DCST1	2.583360491
+SLC39A5	2.583105147
+BICDL1	2.582885189
+RN7SKP97	2.582532127
+RWDD4P1	2.582111319
+PCSK1	2.580107997
+HOXC11	2.57960506
+SLC9A3	2.579286961
+SIX2	2.578898434
+IGHV3-33	2.578251826
+LHFPL5	2.578127026
+ANKRD36B	2.575999601
+CLCA3P	2.574921506
+HIST1H3B	2.574790644
+HASPIN	2.574424537
+LINC00857	2.574404813
+CDC37P1	2.573398148
+FOXL2	2.572758697
+MLLT11	2.571875577
+ZNF252P-AS1	2.571670627
+LINC00659	2.571444727
+AGXT	2.570893507
+CABP7	2.570835788
+MS4A1	2.569893164
+PRR7-AS1	2.569455251
+PTTG1	2.569007797
+GNPNAT1	2.568944533
+TMEM158	2.568234137
+MAGEB2	2.567796447
+UNC5CL	2.567504043
+SULT4A1	2.567107479
+MALAT1	2.565353505
+IGLV6-57	2.56495523
+CALML6	2.563255184
+RPS27AP7	2.562258789
+RPL10P12	2.561926689
+SNORA38	2.561248702
+SNORA37	2.561056767
+ANKRD13B	2.56012738
+BECN2	2.559637119
+C17orf53	2.559112948
+SNORA69	2.558922268
+BCAS2P2	2.558376494
+GFAP	2.558087065
+HIST1H3J	2.55807639
+SCARNA22	2.55410683
+ZBTB20-AS1	2.553364833
+KCNK12	2.553153687
+SLC16A6P1	2.550674981
+DCST2	2.550458043
+DTL	2.550182629
+ADAMTS16	2.548451187
+ATAD3B	2.545582025
+RTN4RL2	2.54375106
+SNORA71A	2.543033659
+CCNF	2.5422802
+ALDH18A1	2.541640642
+TFDP1	2.54088899
+PRR26	2.540727412
+LINC01096	2.539921929
+SNORA80E	2.539372887
+PGBD4P1	2.539126202
+MIR4653	2.538875902
+CLPSL2	2.538631601
+ACTBP12	2.536781362
+CNTD2	2.535653403
+SYNGR4	2.535266845
+LINC00452	2.534640351
+SNORA74B	2.534586511
+CT83	2.53301767
+RAB40AL	2.530764751
+LINC01515	2.530612643
+RABGAP1L-IT1	2.52937609
+DPY19L1P1	2.5288339
+AGT	2.526491133
+LINC02086	2.526321399
+GREB1L	2.525262167
+GAPDHP49	2.523321952
+MSH2	2.522877587
+TMPRSS11CP	2.522865427
+INSL4	2.522547505
+LYPD3	2.521694159
+LINC00944	2.521085631
+SSTR5-AS1	2.520713116
+DEPTOR	2.520318181
+DDX12P	2.519815205
+NR1I2	2.519813912
+LINC01655	2.519342965
+ATAT1	2.519060039
+SLC6A17	2.517129559
+DUS4L	2.51659202
+ACY3	2.51652425
+CYP24A1	2.516083506
+TAS2R3	2.515112765
+KRT18P57	2.514406184
+IRX4	2.514184061
+C20orf197	2.513572497
+OACYLP	2.512665034
+HOXA11	2.512595754
+GPR35	2.512430797
+DSCC1	2.512026941
+VPS35P1	2.510960132
+MIR17HG	2.510441424
+LINC01697	2.510160019
+ALG1L	2.50795518
+TIMM9P2	2.507718856
+AKAIN1	2.507572092
+C2CD4A	2.506456353
+RPLP0P2	2.505848747
+ZNF560	2.504138313
+FGF5	2.504103652
+INHA	2.504099631
+AKR1C4	2.503388029
+IGHV3-15	2.502395093
+CDX2	2.501892716
+TENM3	2.499928545
+AMH	2.499019932
+UCHL1	2.49771398
+SYNDIG1	2.496175419
+HOXC10	2.496050332
+PLEKHN1	2.494268863
+CDKN3	2.492986018
+CBLC	2.491811791
+ARPC3P2	2.490997326
+HGD	2.49044521
+FANCA	2.489819468
+LINC02473	2.486533884
+DGCR9	2.486343265
+NUP155	2.484666845
+DDN-AS1	2.48426706
+ZNF215	2.482729526
+IGKV1-17	2.481656126
+LINC01748	2.481073939
+FCF1P8	2.481026872
+BLACAT1	2.479300487
+IGLV4-69	2.479291321
+LINC01510	2.479257671
+MSH5	2.478427969
+CXorf67	2.478170343
+SLC5A3	2.478086896
+IGFL4	2.474569426
+HOXD11	2.47426696
+DAP3P1	2.474131722
+CD24	2.473286176
+ADPRHL1	2.471492474
+GCLM	2.471459551
+IGFL2-AS1	2.470867106
+DLGAP1-AS2	2.470665781
+KCNQ5-IT1	2.47002968
+HIST2H2AC	2.469416652
+SPP1	2.468189485
+SYPL1P2	2.467755356
+LINC01346	2.467354272
+MCM2	2.467181055
+TYMSOS	2.464207677
+HIST2H2BF	2.463844982
+STRA6	2.46322989
+RN7SKP203	2.462150065
+LINC01194	2.461545538
+IGKV2-28	2.461445619
+RGS4	2.460291121
+RGS20	2.459401896
+CKS1B	2.458483534
+BORA	2.455488705
+POU5F2	2.453205593
+BRCA1	2.45293132
+NCAN	2.452864288
+POU4F1	2.452851598
+LINC02003	2.451176382
+NXPH4	2.450475529
+IMMP1LP1	2.450145913
+RAD51	2.449643946
+BCAN	2.446890901
+SLC7A9	2.44628842
+SLC23A3	2.445914673
+DLEU1	2.445868841
+GOLGA8B	2.445140424
+CCNE1	2.444019841
+MMP17	2.443992316
+MTCO2P33	2.443460512
+GDNF-AS1	2.443046305
+DLEU2	2.441412617
+NDUFA8P1	2.440603103
+RSF1-IT1	2.440249414
+PTTG4P	2.439886805
+IGLL5	2.439775965
+C6orf58	2.439598944
+COL2A1	2.438592332
+CARD14	2.43857111
+ALG1L3P	2.43756747
+RAD17P2	2.436193672
+IL37	2.435910854
+LINC02495	2.434917118
+NLRP3P1	2.434334198
+LINC02257	2.43432251
+RFX6	2.431968623
+LINC01597	2.431427992
+KANTR	2.430987255
+GTF2IP7	2.43039367
+RN7SL648P	2.430373313
+STMN2	2.429698558
+LINC01711	2.429206596
+SEZ6	2.429019834
+COL5A2	2.428478083
+SPTBN4	2.428228532
+PPP1R14BP3	2.428009492
+UNC13A	2.42770358
+ZGRF1	2.427245348
+HPCA	2.424933104
+SOHLH2	2.42416074
+HES6	2.424105039
+GUCA1A	2.422065285
+ARHGAP40	2.421556782
+STPG3-AS1	2.420974222
+PNMA6A	2.418993986
+MYH16	2.418918661
+TCTE3	2.418459469
+ZFHX4	2.418059667
+SP3P	2.417575709
+POSTN	2.417150503
+RPE65	2.41665316
+LMO1	2.416489054
+ZNF692	2.415895822
+HIST1H3D	2.415719786
+TMEM132D-AS1	2.414842028
+NPM1P30	2.413835269
+TRIM72	2.413186606
+HIST1H4D	2.412747137
+WDR62	2.412304522
+C1QL1	2.412250657
+SNORD117	2.412122419
+SYNJ2	2.411758667
+GAL	2.410908783
+MPPED1	2.410383448
+DARS-AS1	2.41024258
+DEPDC7	2.409995362
+BNIP3P11	2.408906998
+ERO1A	2.408880052
+PCP4	2.408674449
+ATAD2	2.407927997
+ALOX15P2	2.407665215
+SCARNA6	2.407438213
+ST18	2.407309058
+MYO7A	2.406924484
+PRB4	2.406646911
+OTX1	2.40643129
+GTSF1L	2.406062758
+STEAP1B	2.405949826
+ONECUT3	2.405160345
+HIST1H4I	2.404948
+DMRTA2	2.404830283
+ANGPTL3	2.404242509
+OLIG2	2.403968295
+OGFOD1P1	2.403031659
+PCLAF	2.40288997
+HIST1H2AJ	2.402390146
+CYP27C1	2.400947464
+GPR19	2.400494099
+MAGEA11	2.400010768
+CPT1B	2.39951468
+PTGES2-AS1	2.398289105
+GABRQ	2.39815167
+SCARNA12	2.396762172
+BOLA2-SMG1P6	2.396034818
+CLDN6	2.395827967
+PILRB	2.394822998
+KRTAP5-1	2.393867566
+DCAF12L1	2.393657121
+IGHG2	2.392760033
+SNORD11	2.391603204
+SNAP47-AS1	2.390841171
+TBX10	2.390062346
+KIAA1024	2.388740754
+MTHFD1P1	2.38750213
+CLDN10-AS1	2.38671551
+FAM30A	2.385454367
+DOCK4-AS1	2.38534013
+MEIOB	2.385093297
+HTR1D	2.384716518
+GMDS	2.382779316
+LINC01225	2.382369445
+FOXP1-IT1	2.382318644
+HIST1H4PS1	2.38158589
+DCAF8L2	2.380316701
+FBN2	2.380032384
+NKX2-5	2.37983416
+SHCBP1	2.379803335
+C1orf112	2.379541833
+RPS27AP3	2.379468261
+CNPY1	2.379415718
+LINC00517	2.379335823
+SCG2	2.378516496
+C1QTNF12	2.378485246
+SNORA74A	2.378242174
+LINC00894	2.378151705
+CCDC14	2.377314728
+TMEM182	2.37526909
+CDH15	2.375226841
+LBHD1	2.373785627
+PRAP1	2.373702654
+MCM3AP-AS1	2.370747224
+PKMYT1	2.369527681
+SNORA14A	2.369507545
+VAX1	2.368937217
+UHRF2P1	2.368549838
+ETF1P2	2.36830709
+CST4	2.36758128
+MAGI1-IT1	2.367473368
+BNC1	2.36542379
+CHRND	2.365124591
+PHKBP2	2.363836491
+PCID2	2.363489136
+NAA11	2.363346842
+SKP2	2.361669514
+SCLY	2.360963378
+FDPSP2	2.360906546
+ACMSD	2.36032539
+TPI1P3	2.359846743
+RNU1-106P	2.359155974
+LINC01210	2.357379498
+PUS7	2.355569289
+PRSS53	2.354783234
+PRMT3	2.353912944
+SCARNA7	2.353641764
+ADRA2B	2.35343043
+PRB1	2.352738532
+CACNA1E	2.351985415
+CCDC162P	2.351636573
+SYT5	2.351296203
+HIST1H3C	2.350339445
+TMEM151B	2.350036259
+DGAT2L6	2.349934564
+TEX15	2.349681304
+C1orf195	2.349611261
+LINC00221	2.349596399
+DCAF12L2	2.349053165
+HCN2	2.347903221
+DARS2	2.346508759
+ARL4AP4	2.34612892
+ST8SIA2	2.345521579
+MOV10L1	2.344676165
+MANEAL	2.343290669
+SPRR2D	2.343255726
+CPS1	2.342778688
+DPP10-AS1	2.342216978
+LINC01703	2.342163406
+METTL11B	2.341446122
+ASMTL-AS1	2.341369674
+MIR217HG	2.341001253
+SLC35F2	2.3405674
+PSMG3	2.340405126
+RET	2.338105194
+MPRIP-AS1	2.337897881
+ARL14EPL	2.337455686
+TEX41	2.337336118
+SNORA66	2.336943646
+CDT1	2.336759709
+SNORA26	2.333765901
+SOX4	2.333616447
+KRT83	2.333385531
+MTHFD2L	2.333171198
+APCDD1L-AS1	2.332959028
+C11orf44	2.332904904
+ACTG1P22	2.331990946
+KCNG1	2.331983204
+NAT8L	2.331736374
+LINC02525	2.32896997
+ZFP69B	2.328910691
+ITGB1-DT	2.327122129
+GRK1	2.326539673
+HOXB7	2.326505868
+TONSL	2.326319025
+TMEFF1	2.326203036
+CDC25A	2.324540441
+C11orf80	2.324008137
+THPO	2.324004382
+PNMA3	2.323943762
+ALLC	2.323339855
+DDX53	2.322108021
+HOXC13	2.321212387
+RNU5B-1	2.321120133
+KIF22	2.320500151
+MAPK8IP3	2.319615982
+PHYHIPL	2.319587789
+PERM1	2.319435704
+LINC01561	2.319304416
+SHISA8	2.31852069
+CXCL9	2.318235843
+TMEM59L	2.316517444
+TFR2	2.315841528
+GALNT14	2.314702454
+KNOP1P2	2.314670275
+RAC3	2.314439897
+CTAGE7P	2.314086637
+LINC02253	2.313942013
+NTSR1	2.313068672
+CYP4F3	2.312122227
+UBE2SP2	2.311151346
+CNTNAP4	2.309868714
+MIR181A1HG	2.30954103
+CRYGN	2.308480808
+DCAF4L2	2.307677899
+SLC16A14	2.307315553
+LINP1	2.30693995
+PTPRG-AS1	2.306294591
+PDX1	2.306187256
+TMEM179	2.30607362
+KLHL6-AS1	2.305704708
+THAP9-AS1	2.305062408
+TXNP6	2.304916726
+AQP11	2.304179863
+EIF4BP5	2.303878386
+ARGFXP2	2.30365602
+LCMT1-AS2	2.303629455
+TXNRD1	2.303602368
+CUL4A	2.303470452
+LYG2	2.303311158
+NKX2-6	2.303272304
+SPTSSB	2.302526196
+RPL13P6	2.301346886
+MYH8	2.301322287
+TMCO3	2.301322113
+RIPPLY2	2.300703616
+RFPL1S	2.298937489
+PTS	2.298908705
+CDKN2A-AS1	2.29782598
+CDK8P2	2.296909476
+MTRF1LP2	2.296274888
+FOXG1	2.295163051
+SNORA12	2.294173991
+MAMDC4	2.293969783
+NGB	2.293289811
+WDR27	2.293087128
+ATP5MDP1	2.292417306
+PIGL	2.292257077
+ROR2	2.29203454
+OSBPL10-AS1	2.291883893
+DUSP4	2.290088995
+SPDL1	2.28967925
+IGLV3-1	2.289253913
+TUNAR	2.287244852
+4-Mar	2.286892426
+YWHAEP7	2.286826095
+HMGA1P1	2.286597585
+COL9A1	2.28652273
+ANKRD20A9P	2.286348453
+FGF12-AS2	2.286186754
+HIST2H2AB	2.286139246
+RHBDL2	2.284743366
+RUNX2	2.284329938
+TMEM147-AS1	2.283789998
+LINC01776	2.283787828
+FOXA3	2.283694342
+LBX2	2.283161026
+ZNF121	2.282907526
+EXTL3-AS1	2.282593232
+BLID	2.281784558
+EDDM3B	2.281748331
+PPP1R2P10	2.28164706
+FAR2P4	2.28024217
+FNDC1-IT1	2.278985689
+LINC01484	2.27885873
+ZWINT	2.278721082
+SRPK3	2.27856063
+MAGEA10	2.278185429
+TCAM1P	2.278145051
+ATP11C	2.277484044
+THOC1	2.277432707
+GAPDHP61	2.277354398
+F12	2.276675786
+GAGE1	2.276583244
+HIST1H2APS3	2.276025045
+HIF1A-AS2	2.275348669
+TMTC4	2.275232345
+LINC02133	2.275224078
+ZNF732	2.274794997
+SNORA74D	2.274545761
+GFY	2.27375192
+KLHL17	2.273497003
+BLM	2.273068159
+P3H4	2.272821376
+KCNB2	2.272252705
+RNU6-757P	2.271807871
+C10orf113	2.271735115
+SATB2	2.269572408
+RLIMP1	2.269454229
+TNFRSF11A	2.269286184
+VWA5B2	2.266632583
+PCDHA6	2.265731406
+MIA	2.265440979
+NEAT1	2.265178016
+LINC01605	2.26475243
+NKX6-1	2.264603126
+TMEM89	2.26440629
+L3HYPDH	2.263530431
+ZNF26	2.263480319
+RNF2P1	2.263478327
+FOXP3	2.263306287
+SNORA84	2.262993921
+PAGE5	2.262280081
+TNFRSF9	2.261853197
+SUMO2P8	2.26144481
+DNM1	2.26141357
+RNU1-11P	2.261360214
+ILF2P1	2.260730422
+RPS16P5	2.260295726
+HSPD1P11	2.259345326
+IGLV5-45	2.259020734
+EPHX4	2.25819186
+C3orf30	2.25746677
+CPLX1	2.255484762
+CLSPN	2.254272383
+KLHL23	2.25415923
+NFYC-AS1	2.251847571
+SDHDP2	2.251293146
+TRAIP	2.249744773
+ARL4AP1	2.249628395
+FOXE1	2.249480806
+GPR37L1	2.249320235
+HNF1A	2.247978917
+IGHV5-51	2.247978764
+C16orf74	2.247775257
+TMC1	2.246764516
+MTND2P2	2.246570158
+LEF1-AS1	2.246540583
+SLC7A10	2.246368
+TMED11P	2.245928003
+SNORA22B	2.245661987
+UBA6	2.245587519
+RPL23AP23	2.245502363
+KDELR3	2.245263267
+FOXD3	2.244996359
+SMC1B	2.244961089
+KLF2P1	2.244666903
+SSXP10	2.243747244
+IGHD3-16	2.243207696
+CDK5R2	2.243155161
+RN7SL752P	2.242364416
+SCN3A	2.2410179
+AWAT1	2.240586235
+TMPOP2	2.239296975
+PNMA6B	2.239275877
+LUC7L	2.238954344
+LINC00454	2.237590047
+HEPACAM2	2.237437564
+RNU7-75P	2.237288209
+RGS7	2.236832961
+RNA5SP268	2.236460826
+RPL30P2	2.235838519
+ALMS1-IT1	2.235063808
+MEGF10	2.234559156
+SOX11	2.234183229
+ELAVL3	2.233972016
+KLK8	2.233481492
+BRDT	2.233012911
+ZDHHC13	2.232939318
+NDUFB4P12	2.232803082
+NPM1P26	2.232448772
+C10orf55	2.232444247
+ZFHX4-AS1	2.231870106
+PRSS48	2.231703328
+POLR2H	2.23131137
+NCAPG2	2.231289695
+NDC1	2.230335307
+TEX101	2.229565185
+GRIN2D	2.229460277
+MIR137HG	2.229397964
+KISS1	2.229274615
+RNU6-1223P	2.229140333
+MIR194-2HG	2.229000648
+ATG12P2	2.228502841
+IL36RN	2.228494462
+IGHV1-3	2.228425526
+GNAT1	2.228386947
+PPP4R3C	2.22695285
+DPYSL4	2.226817893
+C11orf65	2.226175611
+EFCAB13	2.225963359
+MESP1	2.225724993
+GPR22	2.224388023
+ARHGEF16	2.222822153
+CSAG3	2.221843031
+CACNG7	2.221728467
+LHX3	2.221414455
+MIR6835	2.221290967
+ARNTL2-AS1	2.221211384
+HIST1H2BB	2.220922808
+LINC02310	2.220892185
+GNRHR	2.220824661
+BRWD1-IT1	2.220713252
+SAGE1	2.220684665
+DDX11	2.220668711
+CNGA1	2.220312403
+IQCJ-SCHIP1-AS1	2.220269345
+MAP2K6	2.220059672
+ANK1	2.219409233
+BNIP3P24	2.218371343
+HOXB13	2.218309523
+SLC35F4	2.218231633
+ADCYAP1	2.217891734
+SSTR5	2.216504907
+SNRPCP4	2.216186218
+SNORA40B	2.215993359
+MYH6	2.215902674
+SLC5A12	2.215000069
+C2orf69P1	2.214938371
+TBX15	2.212427814
+KRT17	2.21182597
+BCL2L12P1	2.211037469
+SNORA71C	2.210884712
+LINC01413	2.210850624
+ACTL6B	2.210612296
+LINC02433	2.209984083
+VCAN-AS1	2.20997528
+TLX1	2.209859578
+ANKRD30A	2.209451735
+SNORA54	2.208806935
+RNU4-52P	2.208779893
+PLA2G2C	2.208646112
+TUBA3C	2.208427447
+IGLV3-30	2.208058178
+CAPN14	2.208042261
+COL1A1	2.207638782
+GAPDHP22	2.207605439
+BPHL	2.207453043
+SPANXB1	2.206998555
+SETP10	2.206709481
+DANT2	2.206680892
+CCNL2	2.205997547
+MTCO1P15	2.205423291
+WNK3	2.204659955
+KRT8P30	2.20406127
+SOAT2	2.203522804
+DDX3P1	2.203268489
+CCDC34	2.202903301
+LPGAT1	2.202796534
+LINC02377	2.202064838
+RASA2-IT1	2.200751007
+CACNA2D1	2.20034694
+MYBL1	2.200226131
+DDX39B-AS1	2.200032933
+MTG1	2.199895145
+KIF18A	2.199866381
+MIR548XHG	2.198848158
+SCEL-AS1	2.198261882
+COX6B2	2.198156112
+PODNL1	2.197972055
+SNORA71D	2.197938417
+UBD	2.196613634
+LINC02476	2.196531617
+ELAVL4	2.195914977
+COX7B2	2.19368874
+EPN3	2.193334024
+XPR1	2.193156199
+STAG3L5P	2.192845112
+HLCS-IT1	2.191118516
+SYT14	2.190981774
+RAD51AP1	2.190785906
+LINC00926	2.190764343
+SNORA22	2.189104244
+COL6A4P1	2.188582387
+LINC01338	2.188191155
+FEZF1	2.188141589
+MIR4435-2HG	2.18751032
+DDX43P3	2.186809051
+PPIAP36	2.186615923
+DOK5	2.186611318
+GNB3	2.18654625
+LINC02076	2.186135378
+MROH3P	2.184843536
+CRYM-AS1	2.182814292
+NPM3	2.182151803
+PES1P1	2.182149029
+RBMXP1	2.181435053
+HSPE1P27	2.18136858
+SLC7A11-AS1	2.180163804
+SPANXA2-OT1	2.179619603
+SPDYA	2.179594188
+ARHGAP23P1	2.178761743
+ADAM32	2.177845918
+E2F2	2.177655034
+CDIPT-AS1	2.177531027
+HGFAC	2.176143225
+LCN9	2.175723849
+TVP23CP2	2.175587834
+CYP4F11	2.173823701
+SDCCAG3	2.173396587
+LINC02582	2.172779524
+CKMT1B	2.17275011
+RNU7-18P	2.172371456
+PLEK2	2.17164125
+LENEP	2.170525503
+LRFN2	2.169835312
+CDC42P1	2.169716856
+SUZ12P1	2.169503011
+TMEM151A	2.168508079
+BRWD1P3	2.168223939
+CKMT1A	2.166631078
+GAPDHP46	2.16622817
+TGIF2LX	2.166127183
+DAPK1-IT1	2.16221264
+SNORA28	2.160967411
+DIEXF	2.160096854
+ASF1B	2.159715706
+KCNK9	2.159694941
+CDH17	2.159665647
+PLK5	2.159612835
+XKR9	2.159062325
+RUNDC3A	2.158962114
+CELF5	2.158895236
+CNTNAP2	2.15864491
+MAGI1-AS1	2.158593098
+VCX	2.157688379
+WDR97	2.156871665
+MPP4	2.156691025
+SNHG20	2.156470545
+HSPE1P8	2.155794918
+CPNE5	2.155691542
+HOXD9	2.155508534
+CCDC28B	2.155368581
+REG1B	2.155264064
+SPRR1B	2.154091393
+ACTR3B	2.153039609
+KCNC1	2.152873339
+CEACAM1	2.152809182
+IGHV6-1	2.15243499
+ARL9	2.152350729
+LINC02561	2.152242867
+CDH3	2.152035912
+TRIM31-AS1	2.150649882
+RNU6-118P	2.149632624
+SPINT4	2.148065352
+SOHLH1	2.147865139
+LHX5	2.146488076
+SAPCD1	2.145270014
+ARTN	2.1451093
+RBBP8P1	2.145029116
+AKR1B1P3	2.144575709
+KCNA7	2.144458555
+SLC8A1-AS1	2.144285365
+CBX8	2.144197949
+DUXAP8	2.144002596
+LINC01569	2.142536752
+RPL23AP18	2.141756381
+GRM5-AS1	2.140564166
+FETUB	2.14052437
+PLEKHA8	2.138547617
+CAPN10-AS1	2.138442173
+SNRPGP18	2.138382621
+PSMA6P2	2.138210464
+RN7SKP9	2.138102594
+UBE2S	2.138020292
+LINC01600	2.137709727
+FER1L6-AS2	2.136835478
+TIMM8A	2.136717716
+C1orf147	2.136674165
+MELTF-AS1	2.136482703
+HOXC9	2.136410696
+IGSF1	2.136360221
+YRDCP1	2.135847775
+BIK	2.135222313
+HNRNPA3P15	2.134398856
+LINC02576	2.134387553
+RPL36AP33	2.134156814
+SELENOI	2.133782154
+EIF4A1P8	2.13224569
+KCNJ13	2.132018499
+HIST1H2BK	2.131639444
+NAV1	2.130867534
+CCL26	2.130746097
+LARGE2	2.130263853
+BRI3BP	2.129471677
+MTCO2P11	2.129290733
+FAM83F	2.129135121
+TTC3-AS1	2.128780131
+RPL34P21	2.128281915
+RNF113B	2.127426713
+ELOVL2-AS1	2.12651327
+SLC50A1	2.125850728
+HOXA1	2.125351918
+RPS12P16	2.125300162
+PRRT3-AS1	2.125071883
+FLRT1	2.124947654
+MXD3	2.124818714
+SSX1	2.124610071
+SCARNA10	2.124334561
+SLC9A4	2.123992716
+ZNF138	2.123594564
+INSM1	2.123435844
+SIX3	2.123145968
+HOXC12	2.122982916
+ADAM8	2.122829951
+LINC02293	2.121580816
+LACTB2-AS1	2.121560131
+SNRPGP5	2.121165062
+CELF3	2.121056236
+NEFH	2.120626307
+ARHGAP11B	2.120554703
+C3P1	2.120314867
+SDHCP3	2.120092857
+LINC01511	2.118969943
+PRRX2-AS1	2.118145008
+PNPLA5	2.118107385
+LINC00648	2.117531417
+IGBP1P4	2.117363459
+ANKRD20A18P	2.117296317
+BNIP3P10	2.117061571
+ITGB5-AS1	2.117040873
+NUDT10	2.11645973
+KCNMA1-AS1	2.115580092
+DAZL	2.115573575
+KCNMA1-AS3	2.114964283
+STEAP2-AS1	2.114415357
+IL21	2.114402018
+VCAM1	2.114186343
+IQCF1	2.113718012
+RNU6-1161P	2.113502789
+GDAP1L1	2.113372747
+RN7SL4P	2.111247986
+PDIA2	2.110714717
+SLC25A39P1	2.109905915
+RNU1-124P	2.109829066
+HOTAIR	2.109800209
+LINC01564	2.10947559
+LSAMP-AS1	2.109187566
+NARF	2.108420007
+XYLB	2.107993156
+KCNMB2-AS1	2.107117867
+AKR1C7P	2.106070376
+RNA5SP282	2.105646991
+SRMP2	2.105185007
+HAR1B	2.104982653
+SCARNA18	2.104285812
+SNORA20	2.104265106
+EDDM3A	2.103980571
+NCR2	2.10372396
+HSPE1P13	2.103112994
+PRKCA-AS1	2.102650286
+SUMO4	2.102394459
+C1QTNF3	2.101773337
+ADGRF4	2.101645498
+ACBD7	2.101294724
+SNHG27	2.101136327
+ATOH7	2.100829402
+ETNPPL	2.100474853
+TUBB4BP2	2.10033864
+SLC1A7	2.10011764
+HIST1H2BM	2.100001112
+NPM1P37	2.099858107
+PDHA1P1	2.099360144
+MIR663AHG	2.098540371
+SNORA58	2.097382185
+TRIM16L	2.097284102
+LINC01812	2.096695742
+RAPGEF4-AS1	2.096600417
+CDC42-IT1	2.096598084
+LINC00706	2.096250441
+CSE1L-AS1	2.095994346
+SNHG10	2.095776627
+CHEK2P2	2.095657362
+LINC00511	2.095567839
+LINC02055	2.095284022
+SNORD67	2.095231293
+LINC01980	2.094956235
+IGKV4-1	2.09444804
+TLDC1	2.093911595
+ANKRD22	2.093837956
+OCLM	2.092797559
+CALN1	2.092557358
+KIF20B	2.092506733
+MSI2	2.092467451
+URAHP	2.091982018
+RPL6P12	2.091829503
+CCDC185	2.091779874
+SNORA2C	2.091771666
+RNU5A-8P	2.091004476
+LINC01429	2.090536669
+ALDH1B1	2.090203357
+SNORA75	2.089790667
+HNRNPA1P40	2.089586765
+NPIPA3	2.089553137
+VCX3B	2.089264101
+GRIN2C	2.089240846
+CCDC58	2.088829016
+IGKJ5	2.088548503
+SLC29A4	2.088335974
+BEAN1	2.088309948
+DDX18P5	2.088138552
+LINC00200	2.087468944
+MPHOSPH9	2.087286783
+OSTCP8	2.086712545
+AMZ2P2	2.086673572
+SCARNA9	2.086553229
+BNIP3P25	2.086153789
+SNORD9	2.08576371
+PEX5L	2.08571895
+ANO9	2.085286713
+RNU1-88P	2.083189603
+CBX1P2	2.08271931
+LINC01842	2.082539445
+MORF4L1P3	2.082366322
+C1orf74	2.08181129
+MAGEA8	2.080453018
+LINC01345	2.080217248
+TPRXL	2.080026928
+PAH	2.079410996
+MTND1P32	2.079400568
+RCCD1	2.079175843
+NECTIN1	2.078995043
+IQCM	2.07889087
+BPIFB6	2.077360839
+EEF1GP5	2.076896709
+SNORA22C	2.076676593
+ANKRD36	2.076253361
+PSG9	2.075050763
+PPIAP91	2.074715556
+H2AFZP3	2.074206789
+LINC00601	2.07324409
+NKX2-4	2.07257194
+RPL23AP11	2.072174431
+FANCF	2.071883251
+FAM155A-IT1	2.071535578
+BRIX1	2.071462974
+CALB1	2.07070668
+PSD3	2.070552718
+SYCP2	2.069964814
+HIST1H2AC	2.069831516
+PDSS1P1	2.069493992
+NETO2	2.069076274
+LINC01208	2.068449991
+CACYBPP1	2.067609246
+CNGA3	2.067275422
+UBE2R2-AS1	2.066843925
+SNRPEP10	2.06624331
+RPL5P4	2.066085613
+STRC	2.065769733
+C8orf59P2	2.06518251
+S100P	2.06492301
+MMP1	2.064900467
+DRP2	2.064615331
+SNORD48	2.064433993
+ZNF90P1	2.063802241
+LINC00473	2.063780914
+ZNF680	2.063076535
+RPL23AP30	2.06288891
+IL4I1	2.06231825
+FIRRE	2.062179712
+FOXP4-AS1	2.06210645
+CCDC92B	2.061826798
+ADAMTS6	2.061636759
+ZDHHC4P1	2.061092535
+RN7SKP255	2.060981273
+ZBTB20-AS3	2.060575104
+LINC01012	2.059860499
+ADAMTS20	2.059459709
+RPS14P8	2.058757725
+TAS2R13	2.058635925
+CYP4F34P	2.058486431
+FAM3C	2.05818139
+C8orf44	2.057881328
+HTR2C	2.057857808
+SFXN4	2.057675251
+LYST-AS1	2.057483797
+TMEM63C	2.057177082
+LINC00887	2.057056765
+TENM4	2.056937817
+CHCHD4P4	2.056817616
+TIMELESS	2.056139406
+TLX3	2.056060733
+MICALL2	2.05598321
+NRCAM	2.055968785
+LINC00483	2.055529271
+PRSS1	2.055098879
+RTEL1-TNFRSF6B	2.054985544
+PSMD10P1	2.054931672
+PSMG4	2.054581889
+MTCYBP32	2.053669394
+PBOV1	2.053339579
+IGF2-AS	2.052795152
+DDN	2.052618485
+UBE2Q1-AS1	2.052317978
+ST8SIA6-AS1	2.052168586
+LINC01833	2.05212985
+RARSP1	2.05198953
+HNRNPRP1	2.05033111
+DEFB131E	2.050276544
+RNVU1-6	2.050229299
+NRIP3	2.050191272
+TRPM2-AS	2.050058253
+LCT	2.049446862
+ZWILCH	2.048984289
+GOLGA7B	2.04854955
+RPL7P17	2.047686077
+WDR86	2.047113349
+LINC01807	2.046488879
+TAC3	2.046437694
+NHS	2.04642769
+RPL12P20	2.046332588
+LINC01119	2.046309009
+ANKRD10-IT1	2.046254704
+RPL9P16	2.046216783
+SPRR2E	2.046188476
+BARX1-AS1	2.046184322
+SLC4A7	2.046104727
+BMP8A	2.045929843
+PFN2	2.044833234
+C1QL4	2.044512225
+PRB2	2.043159654
+AVL9	2.041689457
+LINC01029	2.041502532
+FAM72B	2.04136761
+TAS2R2P	2.039355254
+NUS1P2	2.039237444
+IPO7P1	2.038685001
+ITGB2-AS1	2.038455755
+HMX2	2.038249821
+GEN1	2.0380428
+GAGE2A	2.037862508
+RNU4ATAC16P	2.037673859
+TPM3P1	2.037613141
+ADAMTS12	2.03754585
+CYP4F2	2.037289567
+IGSF11	2.037225827
+TSPEAR-AS2	2.036495831
+CDCA4	2.036328409
+HMGB2P1	2.035876951
+RSRP1	2.035776963
+SHANK1	2.035445376
+ABCC5	2.035439533
+RNY3	2.034794252
+LINC01608	2.034583181
+TRPV3	2.0345149
+PRELID1P3	2.033306477
+RNA5SP323	2.033191984
+RN7SL838P	2.033133671
+TIMM9P1	2.031751167
+MAPK6PS3	2.031576502
+FTH1P24	2.03092588
+AOX2P	2.030479115
+PPY2P	2.029954351
+RPS6P25	2.029627876
+RN7SL329P	2.029261227
+TAS2R64P	2.029176498
+RPL32P33	2.028201966
+LIME1	2.027755077
+ANXA10	2.027745633
+OVOL1-AS1	2.027474154
+IGLV3-25	2.027053109
+C2orf48	2.02669246
+ESPN	2.026618574
+TMPRSS11D	2.026197297
+UGDH	2.026170911
+ANO1-AS2	2.026132812
+COL9A3	2.025966894
+RPS29P21	2.025870636
+CRIP3	2.025588395
+TUBBP6	2.025265829
+IGKV1OR10-1	2.025152975
+C4orf46	2.025024325
+PCAT6	2.024989869
+LIPM	2.024384218
+CERNA3	2.024122177
+LINC02159	2.024065758
+RPL17P25	2.022428882
+TAS2R63P	2.021979896
+IGHV1-69D	2.020603792
+ZNF33BP1	2.020348072
+LINC01179	2.020334054
+FOXN3-AS2	2.020187351
+C18orf15	2.019891319
+CYYR1-AS1	2.019727495
+TESC	2.019406525
+FAM53B-AS1	2.019112523
+GPR18	2.018939284
+ALX1	2.018612777
+SNORD11B	2.018598996
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+ENPP7P4	2.018227678
+ZMAT4	2.018181302
+LINC00871	2.017995035
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+HDAC1P2	2.017560827
+LINC02167	2.016389362
+LINC01117	2.015694886
+MTCYBP3	2.015245203
+LINC00466	2.014696826
+TAS2R19	2.014481602
+CIDEC	2.014257374
+MIR135B	2.01354004
+GAPDHP55	2.012814942
+ZNF92	2.012732066
+CNIH2	2.01255791
+NCOR1P3	2.012391064
+IGKV2-40	2.011394183
+GRAMD1B	2.010604784
+TRBV16	2.01059575
+HNRNPA1P17	2.010170519
+SNORD91A	2.009080831
+TRPC5	2.008861501
+SHMT1P1	2.008538583
+REXO5	2.00846595
+RBM12B-AS1	2.00827101
+CCDC18-AS1	2.007815414
+NECAB2	2.006859499
+HIST1H4B	2.006692975
+RNU6-1272P	2.006590401
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+KHDC1L	2.006430768
+MTND3P10	2.005466678
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+ZNF891	2.005223407
+SNORD6	2.004844593
+EIF5AP3	2.004398366
+TM4SF20	2.004064369
+SNORD94	2.00395343
+PAICSP4	2.003815441
+NR2E1	2.003155467
+COL5A1	2.002903388
+RPL3L	2.002728671
+ADGRB1	2.002668802
+FBXO43	2.002650231
+AURKAPS1	2.002442553
+GSEC	2.002250428
+LINC00393	2.002236721
+RN7SL744P	2.001789283
+SIX4	2.000998287
+ASNSP1	2.000703562
+RNU1-13P	2.000525728
+LINC02128	2.000272301
+SLC8A2	2.000240362
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+TPTE	1.999333739
+RPL35P4	1.999316568
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+HIST1H2BI	1.99853404
+MIR200B	1.998038213
+PGLYRP3	1.997762124
+RN7SL398P	1.996967769
+LHX8	1.996717488
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+EML6	1.995652096
+LINC00501	1.995089246
+RN7SKP137	1.994909231
+CSAG2	1.994904552
+FOXR2	1.99473976
+LAGE3P1	1.993952366
+WNT6	1.993602937
+SPATA13-AS1	1.99325195
+SCNN1D	1.993001835
+WDR12	1.992937266
+SLC22A18AS	1.992777575
+C12orf56	1.99275797
+HIST1H1PS1	1.992127199
+PADI3	1.992108903
+IGKC	1.991838986
+HIST2H2BC	1.99132907
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+CBX5P1	1.990358048
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+SHISA9	1.989904176
+ZBTB8B	1.98928999
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+FGF13	1.9869303
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+ARHGAP33	1.985424107
+JPH3	1.98503246
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+MIR4453HG	1.984699021
+NAA25	1.98419419
+TRAP1	1.984062673
+SNORA79B	1.984021313
+DSP	1.982869999
+HMBS	1.982549896
+TET2-AS1	1.982515479
+HOXC13-AS	1.982490534
+BFSP2-AS1	1.98228527
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+CDC37P2	1.981795313
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+MIR7-3HG	1.979488729
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+PPIAP54	1.978732907
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+SNORA11	1.977601573
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+KRT20	1.977040984
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+RHOV	1.975494794
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+IVL	1.975074719
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+LINC00707	1.974845673
+SRCIN1	1.973945295
+ZBTB20	1.973181698
+CHRNG	1.973073475
+MIR3657	1.972711646
+HIST1H2BE	1.972587597
+MIR643	1.972585518
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+ZNF702P	1.971756747
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+SASS6	1.96827718
+MIR561	1.968068435
+HTR6	1.967724137
+IL12RB2	1.967701599
+FAM83C-AS1	1.967010917
+SEMA7A	1.966494179
+RPL7P11	1.966131321
+PSG4	1.965729954
+SPDEF	1.965628908
+C20orf141	1.965567441
+ALG1L2	1.965542969
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+RPL39P3	1.965170323
+XIAPP2	1.965035025
+TEX29	1.964950085
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+LINC01397	1.963234132
+CSMD2	1.963177911
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+RPL7P42	1.960777092
+LINC01694	1.960609916
+CHRNA5	1.960494946
+SYTL2	1.960236206
+IGLVIVOR22-1	1.960225031
+PKD1L2	1.959729915
+SMAD1-AS2	1.958869866
+ANKLE1	1.95878324
+CELSR3-AS1	1.958386907
+FAM86LP	1.958242029
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+EEF1B2P1	1.958055401
+ASNS	1.957990581
+NRBF2P5	1.957809814
+MYO18B	1.957759886
+DLGAP3	1.957580358
+COL18A1-AS1	1.957465045
+STPG3	1.95745205
+SH2D5	1.957387084
+DBX1	1.957309806
+HOXD12	1.956643617
+SRGAP2-AS1	1.955381893
+CCDC73	1.95465832
+FNTAP2	1.954561812
+LINC01134	1.953864048
+TTC21B-AS1	1.953795985
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+PAQR9	1.953642872
+PMPCAP1	1.9535007
+NLRP5	1.952880026
+GAPDHP20	1.952549269
+SLC25A10	1.95230627
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+RNU6-1238P	1.952136099
+CPN1	1.952040033
+HOMER2P1	1.951968017
+PAFAH1B3	1.951715122
+RPS20P15	1.951610758
+C12orf40	1.95156177
+BRCA2	1.951349607
+MEG3	1.950522835
+TBX18	1.950415386
+LINC01446	1.949893901
+BPIFB2	1.94944803
+IFNG	1.949191305
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+GAP43	1.948934538
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+RNU6-130P	1.94866407
+ATP8A2P2	1.948590413
+TIGIT	1.948329798
+RIMS2	1.947542465
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+THOC7-AS1	1.94726917
+MIR4713HG	1.947171751
+DLX2	1.947113534
+TRAF4	1.946906222
+CHCHD4P5	1.946887468
+RN7SL328P	1.946670891
+MT-TM	1.946590389
+LDHAP2	1.946533939
+NKAIN4	1.945618784
+KRT6A	1.945285277
+MYH4	1.9450938
+MIR4641	1.945059165
+SPINK2	1.94500697
+RNU6-890P	1.944292632
+CLDN12	1.944291753
+RPS15AP29	1.943934147
+C17orf47	1.943826522
+SRP72P2	1.9438021
+C4orf50	1.942956654
+TRIM67	1.942630398
+ODCP	1.94239566
+C20orf204	1.941935836
+DYRK2	1.941515479
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+ZBTB8OSP1	1.940361543
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+VDAC1P4	1.939778937
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+SCARNA4	1.938127228
+DCUN1D2	1.937985752
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+NKAIN3	1.936080833
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+GMNN	1.935823308
+CP	1.935618319
+OBP2A	1.935429857
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+KIAA0895L	1.933227261
+IGKV3-11	1.931947454
+ADGRD2	1.931731222
+DTYMK	1.931635335
+MIR222HG	1.930683402
+BNIP3P42	1.930394462
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+LY6D	1.929763845
+WDR90	1.929276637
+HTR1DP1	1.928856516
+AK4P1	1.928426635
+FEN1	1.927022561
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+HRG	1.926297226
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+SPIRE2	1.924774024
+RPL35AP25	1.924692989
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+IFNK	1.91700299
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+RPS12P2	1.914478989
+ALG13-AS1	1.914200593
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+GGH	1.451193196
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+CCZ1	1.448778958
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+RNU6-883P	1.447087079
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+SV2A	1.431485474
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+LINC00395	1.176050615
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+MARCKSL1P1	1.1758937
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+HOXB-AS3	1.175695738
+FBXW12	1.175572368
+MITD1	1.175364869
+E2F1	1.175320491
+MRPS24	1.175211634
+IGHV4OR15-8	1.175156143
+CORT	1.174878586
+KPNA7	1.173306846
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+POM121L6P	1.173084873
+UAP1	1.173020131
+RN7SL660P	1.173002628
+RPL7P14	1.17296404
+SMCO1	1.172944101
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+RNU6-190P	1.1724935
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+LAMP1	1.17097919
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+IGSF5	1.17075823
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+LINC00407	1.170401695
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+MIR8086	1.170401695
+SPACA5	1.170401689
+CCDC75P1	1.170401689
+RNA5SP370	1.170401689
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+FGF21	1.170401682
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+SIX3-AS1	1.158640949
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+BCS1L	1.157832424
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+GPR63	1.155422401
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+LDHA	1.154683608
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+SPTBN5	1.151158453
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+MLIP-IT1	1.124896421
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+SH3GL3	-2.407284874
+PPM1M	-2.407289089
+TPP1	-2.40751901
+RNF38	-2.407905778
+TLN1	-2.409122291
+CNKSR2	-2.410986983
+HLA-DPB1	-2.411223572
+TMEM2	-2.411428705
+PLLP	-2.411517193
+TMX4	-2.412421363
+MIR497HG	-2.41279994
+XCR1	-2.413025154
+LINC01093	-2.413808804
+TOB2	-2.414816969
+APOH	-2.415843999
+TOM1L2	-2.416457328
+RTN1	-2.41713575
+PDLIM1	-2.41716798
+ADGRL3	-2.418105158
+RHOXF1-AS1	-2.418210261
+HRASLS5	-2.418265438
+ADCY4	-2.419186063
+ALDH1A2	-2.419435718
+EHD1	-2.421306593
+MME	-2.422162855
+DKK3	-2.425714021
+DENND2A	-2.425771549
+RHOB	-2.425791692
+CD93	-2.425861851
+HACD1	-2.426788991
+ZBTB4	-2.427886636
+SETD3	-2.429204029
+APOC1	-2.429398458
+BCHE	-2.432038378
+NUDT16	-2.432567423
+PLEKHA2	-2.432661619
+RAB8B	-2.433131962
+ASPA	-2.433459751
+KIF1C	-2.433786607
+KCNA5	-2.435399144
+DPP6	-2.437933742
+HPGD	-2.438037444
+C11orf21	-2.438636329
+CST5	-2.439884414
+LHFPL3	-2.441985535
+SRGAP2	-2.443668427
+C3orf36	-2.445843139
+LINC00656	-2.446246189
+CYBB	-2.446422543
+DNAJB4	-2.446617185
+FMO5	-2.447620923
+THRA	-2.448671158
+C7	-2.449866223
+GJC2	-2.450339047
+NTRK2	-2.45044845
+UNC45B	-2.453687253
+MX1	-2.455272949
+FAT3	-2.45634647
+MBP	-2.456609611
+CD163	-2.459023196
+2-Mar	-2.459811099
+JAM2	-2.460374728
+CTSLP8	-2.462240326
+ADH1B	-2.464332142
+HERC3	-2.465264998
+FGFR2	-2.465524847
+USP30-AS1	-2.465619619
+CD44	-2.465909009
+F8	-2.468947156
+OR7E11P	-2.472553521
+ITIH3	-2.474210789
+LINC00504	-2.474901136
+UST	-2.475822184
+KANK1	-2.475934431
+SEC22C	-2.477869276
+RNF185	-2.477894205
+FOXO4	-2.483714169
+DAB2	-2.484211435
+C8orf34-AS1	-2.484244147
+GALNT17	-2.486928699
+CD34	-2.488456858
+LPXN	-2.489467992
+LONRF1	-2.490805142
+WWC1	-2.494144595
+SLC12A4	-2.495455878
+L1TD1	-2.496779856
+PNPLA6	-2.496844341
+GPRC5A	-2.498328499
+HLA-E	-2.499838339
+SYNDIG1L	-2.500704509
+PBX3	-2.501346971
+CYS1	-2.502862245
+GRAMD2A	-2.503219338
+CDKN1C	-2.504401136
+RANBP3L	-2.505396589
+PLCE1	-2.506799395
+MSRB3	-2.508761187
+STK10	-2.508860414
+FAM122A	-2.509490359
+OR7E47P	-2.510701334
+UBL3	-2.511376672
+PEAK1	-2.511382311
+NFKBIA	-2.51199715
+SOX5	-2.514636375
+GIPC3	-2.520461542
+C5orf38	-2.521871771
+CD83	-2.521874804
+CELF2	-2.524222067
+DNAJC5B	-2.524417713
+PGR	-2.526744618
+ZCCHC24	-2.527270019
+PIAS1	-2.530645949
+CHRDL1	-2.536075522
+AQP1	-2.536501936
+FOXN3	-2.536628776
+SH2D1B	-2.537262337
+EDN3	-2.538549347
+NDRG2	-2.538820333
+MSRA	-2.540069351
+KLF13	-2.540165149
+LINC01827	-2.546268207
+IRAK3	-2.546721421
+CCDC152	-2.548315475
+SIGLEC11	-2.54903874
+ASAH1	-2.550660628
+FGFBP2	-2.55094314
+FAM189A1	-2.551615734
+NHSL1	-2.551757587
+IL1RL1	-2.552417653
+RILPL2	-2.553418722
+ARRDC4	-2.553559612
+TCEAL2	-2.553931708
+CD22	-2.554695236
+SAP30L	-2.555381627
+GRASP	-2.559777047
+MYL3	-2.563250577
+PIK3R1	-2.56392963
+MYADM	-2.566264399
+OR6K3	-2.567845254
+PTGER2	-2.5687659
+HK3	-2.572121159
+PTPRB	-2.573631412
+PIK3R5	-2.574414919
+C1QB	-2.576009744
+SMTNL2	-2.576377682
+TNFAIP8L3	-2.578941587
+TMEM37	-2.579485972
+TKTL1	-2.581904301
+SLC2A9	-2.582307977
+JUN	-2.583406585
+LAMP3	-2.583652782
+LRMDA	-2.583704403
+ADGRE5	-2.587126859
+SYNE3	-2.58819416
+FIG4	-2.589072855
+TSPAN32	-2.590052851
+DOCK8	-2.593082233
+SDC2	-2.597848882
+DLC1	-2.598234426
+ADCY9	-2.598372031
+PTPN1	-2.598727698
+INPP5A	-2.599091594
+MNDA	-2.599261573
+EEF1A1P6	-2.60213626
+APOA1	-2.60220785
+PTPRO	-2.602897597
+SUSD6	-2.604707688
+PRKG1	-2.607383583
+GREM2	-2.608670852
+CNTN1	-2.609399746
+SLA	-2.610132167
+HEBP1	-2.610330249
+HSPA2	-2.61162736
+IRF8	-2.614220222
+NCOA4	-2.614355839
+SEMA5A	-2.614968519
+GGT1	-2.617391746
+CHMP3	-2.618335762
+LINC01645	-2.618708529
+TNXB	-2.62144876
+C15orf59	-2.625247623
+GNAI2	-2.62549434
+SCNN1B	-2.625685432
+TMEM245	-2.625809265
+ITPRIP	-2.632394757
+RAB14	-2.635193193
+FLI1	-2.637490383
+FBXW4	-2.638941304
+CTSG	-2.639193278
+CD74	-2.639314399
+HEG1	-2.63979164
+SERTM2	-2.640669655
+CRY2	-2.643224628
+CFP	-2.644935245
+WWC2	-2.645020387
+AR	-2.645324466
+SPTBN1	-2.647344455
+GFOD1	-2.647436049
+CALCOCO2	-2.647649587
+MYL9	-2.647906087
+LCP1	-2.649778544
+PADI2	-2.652720737
+GPBAR1	-2.654871033
+ANKS1A	-2.655721522
+PRRG4	-2.656969141
+ANO6	-2.65904059
+ACSS2	-2.660037048
+GHR	-2.660851577
+DAB2IP	-2.661107837
+AMOTL1	-2.661350109
+LIMD1	-2.665395076
+SMARCA2	-2.666286588
+APH1B	-2.666489853
+AFAP1L1	-2.667751863
+CCDC141	-2.668344177
+CEBPD	-2.668555899
+LTA4H	-2.668632031
+MYD88	-2.672067359
+ULK2	-2.67334898
+TIMP3	-2.673851418
+TSPYL1	-2.674137614
+INPP5K	-2.674436518
+GM2A	-2.676104878
+C2orf91	-2.679897561
+SUSD2	-2.680653427
+F11	-2.681528453
+LAIR1	-2.681972371
+C20orf194	-2.68300869
+RADIL	-2.684096168
+ATP1B2	-2.685432149
+CXCR2	-2.68577474
+PGM5	-2.688175598
+PTPRD-AS1	-2.695685294
+TLR8	-2.695782284
+ST13P20	-2.697931979
+MYO1C	-2.698733161
+ACACB	-2.698790027
+ID1	-2.70056222
+PHACTR2	-2.701242959
+SERPINA9	-2.701554784
+SLC27A3	-2.703641117
+KCNAB2	-2.705561111
+HCK	-2.705818915
+C3orf58	-2.707109348
+KLK7	-2.707132359
+SPRYD7	-2.709342234
+USP44	-2.709793264
+PTPRM	-2.711540387
+VAMP2	-2.711918531
+LINC01169	-2.712860738
+SERPIND1	-2.713584177
+MAP3K3	-2.714747704
+IFNLR1	-2.717680662
+LEFTY2	-2.718187421
+MYO1B	-2.720725786
+SLC40A1	-2.723547847
+FREM1	-2.72399479
+DOCK9	-2.727051773
+GPD1L	-2.727241537
+ATP8A2	-2.729009701
+USP12	-2.729425034
+SECISBP2L	-2.729881101
+PRKCZ	-2.730668283
+CARD16	-2.730976964
+CPB1	-2.732703401
+ZDHHC19	-2.732975017
+FGD2	-2.737885085
+EMILIN2	-2.738958261
+SMIM10L2B	-2.739130911
+C1QTNF7	-2.741876321
+SBDS	-2.744299202
+SGMS1	-2.744621829
+PTPN13	-2.745455306
+ARHGEF3	-2.748866925
+FAM89A	-2.749487537
+KCNJ8	-2.751367205
+PCDH15	-2.75144806
+GNG7	-2.752617236
+PTAFR	-2.756738161
+TMEM220	-2.759648975
+SLC9A1	-2.760933626
+LAMA3	-2.762323832
+CCDC92	-2.763618195
+LGI3	-2.764027386
+KAT2B	-2.766227933
+GGTA1P	-2.766580468
+GDF2	-2.76773595
+ZNF704	-2.769272708
+SNX30	-2.773689377
+KLF2	-2.777988594
+HBM	-2.779627491
+NFIC	-2.780006256
+LILRA6	-2.780746429
+PVALB	-2.782990881
+FAM78A	-2.784307459
+TNFSF13	-2.784817323
+WAS	-2.785790844
+TRGJP1	-2.785966974
+TMEM150B	-2.787918984
+CD52	-2.787965625
+BEND3P2	-2.788764357
+FRMD4B	-2.789461579
+RBMS3	-2.792672413
+SLC15A2	-2.79346447
+ADRA1A	-2.79379904
+C5	-2.794627799
+KCNK17	-2.795508312
+PHACTR1	-2.795700094
+SNRK	-2.796991604
+LSP1	-2.802753084
+LINC01070	-2.803780139
+GPA33	-2.804538182
+TRGJP2	-2.807559676
+KLF11	-2.807926496
+PGM5P4	-2.813815519
+CRIM1	-2.815313679
+GALNT5	-2.815396005
+ELN	-2.816839242
+PACRG-AS3	-2.819519147
+RYBP	-2.827093636
+LINC02570	-2.827411954
+MAP1LC3C	-2.828602682
+SCUBE2	-2.833610446
+DUSP26	-2.834974509
+GFI1B	-2.835460973
+BCL2L2	-2.841413783
+HBA2	-2.843219529
+MYLK	-2.843406331
+THEMIS2	-2.84640066
+FOXO3	-2.84698589
+FLRT3	-2.847379333
+SRL	-2.8476245
+CTSW	-2.848296205
+APOL3	-2.849437578
+SLC51B	-2.852497428
+LTBP4	-2.853700762
+TRAK2	-2.854491586
+FREM2	-2.859341771
+LNX2	-2.861844513
+SLC31A2	-2.864067901
+PPP1R3C	-2.866492068
+FAM212B	-2.868141161
+TRIM22	-2.868221311
+SLC8A3	-2.869759534
+MID1IP1	-2.872151057
+LATS2	-2.875125218
+MIR596	-2.875337345
+DHCR24	-2.876735216
+ICAM2	-2.877436498
+FXYD1	-2.878378446
+CDH23	-2.881789854
+PSAPL1	-2.884066799
+SGK1	-2.88574941
+MITF	-2.88594241
+CLEC4E	-2.888632287
+FMO3	-2.891252706
+SEMA3E	-2.894594058
+ITLN1	-2.896054045
+ABCA3	-2.89990632
+PRKCD	-2.900481645
+TMEM100	-2.901545259
+ANKRD29	-2.901577804
+ACTN2	-2.903499111
+HLA-V	-2.906573762
+SNX1	-2.914921446
+EPDR1	-2.919292722
+MT1JP	-2.919953561
+CAV3	-2.922354889
+PACSIN2	-2.923621741
+WDFY4	-2.923708078
+ALKAL2	-2.929332032
+RCSD1	-2.930238691
+MMP19	-2.932415886
+LINC01447	-2.932562735
+NEDD9	-2.932801517
+SCIMP	-2.933208716
+BTNL8	-2.938509446
+NCMAP	-2.93906091
+ALAS2	-2.939655026
+FZD4	-2.939678837
+SPRY2	-2.942694944
+ARL4A	-2.943433954
+KRT79	-2.946475961
+M1AP	-2.946763241
+NAPSB	-2.947224131
+PEBP4	-2.948542999
+PTPRQ	-2.950527292
+GPNMB	-2.952274713
+EVL	-2.954532672
+CD4	-2.957264659
+MSN	-2.957789637
+SSFA2	-2.95957252
+ATP10A	-2.960021071
+EGFL6	-2.960629511
+GAB2	-2.960926708
+TPRG1	-2.96121815
+DUSP6	-2.961414011
+TAPT1	-2.965919268
+TRIOBP	-2.968306409
+OSBPL11	-2.969575569
+SPRY1	-2.97012822
+SELP	-2.970998326
+VAT1	-2.973972413
+SMAD7	-2.976069665
+HNRNPA1P33	-2.977640098
+MRC1	-2.977977655
+CDH13	-2.978510108
+SIRPA	-2.978578726
+SNX2	-2.979714974
+SFTPA1	-2.980964758
+ERG	-2.983665016
+P2RX7	-2.985150715
+MGAT3-AS1	-2.985208217
+NFIX	-2.987494737
+PDE1B	-2.987496003
+PRSS33	-2.989790389
+AQP9	-2.991634496
+B3GNT2	-2.993264907
+NXF3	-2.994983881
+SEMA6A	-2.999681345
+RASSF3	-3.000389737
+ATP6V0D2	-3.001099722
+LDLR	-3.002815081
+COLEC12	-3.004805465
+NRGN	-3.00806722
+STARD13	-3.008279199
+HACD4	-3.008969401
+WWC3	-3.009067394
+DAPK1	-3.009357512
+CCT8P1	-3.010440288
+NCF1	-3.010647643
+SGCE	-3.013943874
+HSPB6	-3.013967195
+FAXDC2	-3.015255819
+RMDN3	-3.015915307
+NATD1	-3.018353967
+LIPA	-3.018869382
+LIPN	-3.021342067
+SERPING1	-3.021492173
+SLC24A4	-3.024373377
+FRZB	-3.025567068
+ADD1	-3.025635707
+GJA5	-3.029563856
+ADAMTS7P3	-3.030231017
+ACSL1	-3.0309062
+CTXND1	-3.032844845
+IL33	-3.032873419
+LINC01612	-3.033323827
+LMOD1	-3.033456555
+SYNC	-3.039474047
+CRTC3	-3.039704783
+OLFML2A	-3.040108509
+MAGI2-AS3	-3.042443471
+SLC6A13	-3.043404211
+PCDHGB5	-3.050497774
+APBB1IP	-3.051896237
+LMO7	-3.055855518
+NOS1	-3.057555886
+IGSF10	-3.057701191
+CX3CL1	-3.05946708
+TPSAB1	-3.061829151
+PCDHA12	-3.063470675
+TEX2	-3.064267584
+SH3BP5	-3.065753614
+SOX17	-3.066183826
+TM6SF1	-3.067937386
+CREBL2	-3.070010735
+CTNND2	-3.070956262
+CD300LF	-3.075257197
+TACR3	-3.075407514
+TSPAN13	-3.076588618
+MGLL	-3.076999109
+STAC	-3.081081004
+DAPK2	-3.088841858
+STXBP6	-3.090727531
+C1orf162	-3.094534957
+HTR3C	-3.096626186
+PLAGL1	-3.099443899
+KCNA4	-3.101449229
+CFD	-3.102037147
+ART4	-3.103090912
+SDCBP	-3.104922927
+S1PR4	-3.107869764
+MS4A15	-3.11361758
+C5AR1	-3.113828062
+CDS2	-3.115622711
+MPIG6B	-3.119567726
+AOX1	-3.123158886
+SASH3	-3.124933525
+ADA2	-3.128393793
+MVB12B	-3.128549081
+CSRNP1	-3.133038993
+MOB3B	-3.133253792
+SIGLEC5	-3.136078464
+THSD1	-3.138689066
+ARMCX1	-3.139203979
+SFTPA2	-3.142233426
+GALNT18	-3.143222186
+MRAS	-3.143730412
+PILRA	-3.151873106
+ENPP6	-3.157665401
+LILRA2	-3.160725635
+GGA2	-3.163091942
+CLEC4M	-3.163225363
+C10orf128	-3.169225337
+ARHGAP30	-3.169739903
+SH2D4B	-3.171061832
+HLF	-3.1717127
+CA3	-3.176940701
+PLIN2	-3.177079752
+RASIP1	-3.177852197
+LILRB3	-3.181032875
+LPL	-3.181375636
+FGFR4	-3.181586701
+PDLIM2	-3.184065798
+ETV5	-3.185718435
+ADARB1	-3.189487231
+STX12	-3.189648504
+FGD4	-3.1934151
+RENBP	-3.193553424
+PRELP	-3.195020744
+PLPP1	-3.197659417
+MAN2B2	-3.19890514
+CEBPA	-3.199028055
+SLC14A1	-3.199966511
+RBMS2	-3.205231809
+PTGIR	-3.20806526
+HPS5	-3.20913171
+RSPO1	-3.213246449
+DCSTAMP	-3.215274326
+VSTM4	-3.21656883
+GPC5	-3.216972321
+TEF	-3.218041524
+SERINC1	-3.22157957
+BDNF	-3.224549029
+CAB39L	-3.224562139
+LRP2	-3.228008541
+CBX7	-3.228215625
+ITGAM	-3.228229581
+TSC22D3	-3.229039796
+CITED2	-3.232542831
+SLC16A6	-3.234047719
+RASGRP2	-3.237417457
+RASSF5	-3.237536762
+OLFML1	-3.241168316
+PLA2G12B	-3.243477995
+PDZD2	-3.245162594
+HYAL1	-3.246174968
+OVCH1	-3.248027656
+MYH10	-3.24935509
+ARHGAP24	-3.249577238
+KLF15	-3.252957383
+ARHGEF6	-3.255342519
+CAVIN1	-3.261003933
+TARID	-3.268811066
+PRSS35	-3.271879257
+CCM2L	-3.274696969
+SOD3	-3.277069247
+IL17RA	-3.278524094
+PTGER4	-3.283645187
+IL3RA	-3.284170409
+ST8SIA6	-3.284500563
+PARVG	-3.284714671
+RASSF2	-3.284958179
+CAV2	-3.286335606
+KLF17	-3.286459898
+SLC44A2	-3.293730395
+EIF4E3	-3.294152531
+TYRP1	-3.297450566
+ELMO1	-3.298074711
+SIK2	-3.299482325
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+SLC47A1	-3.304569111
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+IL20RA	-3.309466365
+CLDN18	-3.3138215
+IL7R	-3.318761477
+LMO2	-3.3199774
+C1orf115	-3.320292355
+PEAK3	-3.321834116
+EVI2B	-3.324833216
+ATOH8	-3.324879095
+ABCA8	-3.325824355
+LINC00092	-3.328787341
+C4BPA	-3.331486423
+PLCB2	-3.332781536
+GRID1	-3.333018022
+TDRD9	-3.336814693
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+ARC	-3.341792022
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+IL6R	-3.354295826
+DUSP1	-3.3551598
+CASP12	-3.361426887
+ABHD5	-3.364844108
+USHBP1	-3.366346756
+PCDHGB7	-3.368311755
+JDP2	-3.369258976
+HOXA5	-3.370714794
+FILIP1	-3.37181038
+DISP1	-3.37218881
+HSPB3	-3.375366278
+NKD2	-3.378790472
+RASGRP4	-3.379879567
+IL16	-3.382935673
+PRF1	-3.383294534
+HHIP	-3.387710037
+SULT1B1	-3.390033346
+P2RY1	-3.393065369
+NCKAP1L	-3.395420821
+TEK	-3.396352311
+AHNAK	-3.398020361
+SCNN1G	-3.39967958
+ARHGEF15	-3.401716283
+LINC01671	-3.404442055
+GLDN	-3.404716568
+RASL12	-3.409232819
+LINC00551	-3.412933661
+OAS2	-3.415718541
+ANXA3	-3.418235744
+EPM2A	-3.418864198
+CALCRL	-3.419926209
+PPP1R14A	-3.421052653
+FABP3	-3.424006686
+SERTM1	-3.424628543
+PLCL1	-3.425151869
+LINC00702	-3.427793121
+CADM1	-3.429692951
+LTBP2	-3.430414263
+SAMHD1	-3.432158773
+OASL	-3.432536029
+C10orf25	-3.435747126
+PLBD1	-3.436747988
+MDGA1	-3.437602442
+SIDT2	-3.439408376
+KLF6	-3.442887572
+SNX22	-3.443087503
+METTL7A	-3.445676836
+TBXAS1	-3.449183607
+CPM	-3.452076454
+COL6A6	-3.454459096
+LANCL1-AS1	-3.456803901
+FRMD3	-3.457842082
+SLC11A1	-3.458026576
+TLR4	-3.462311842
+MYO1F	-3.466739027
+DOK2	-3.468596452
+CCND3	-3.470039934
+BMPR2	-3.47259955
+VWF	-3.473955522
+HSPA12B	-3.476486346
+SVEP1	-3.482214443
+CEACAM21	-3.487307601
+RGN	-3.487743974
+LRRC36	-3.488525737
+CALCOCO1	-3.488908444
+VWC2	-3.492231805
+SLC4A1	-3.497736796
+NFAM1	-3.498738023
+CD302	-3.498925668
+ST6GALNAC3	-3.500330784
+CNTN4	-3.501876992
+WFDC1	-3.504624973
+SYNPO2L	-3.50889055
+ODAM	-3.512290486
+FGD3	-3.518054569
+WFDC12	-3.536159249
+TRGC2	-3.545952841
+TBX2-AS1	-3.548485275
+KHDRBS2	-3.549259893
+RBP4	-3.550885851
+LINC01082	-3.554875498
+BMP5	-3.556918593
+CHIAP2	-3.564658994
+PLAC9	-3.566334153
+SORBS1	-3.568423966
+TRPC6	-3.569475073
+PLPP3	-3.573596106
+PRICKLE2	-3.577704057
+GDF10	-3.579469976
+GKN2	-3.581579377
+SIGLEC1	-3.581934153
+COLGALT2	-3.584696046
+NTNG1	-3.584736106
+CARD6	-3.586644905
+LINC02555	-3.58740171
+CASKIN2	-3.588868729
+CYP1A2	-3.59680224
+SPI1	-3.598923578
+ST7	-3.59938949
+DNASE2B	-3.600174043
+PRKCH	-3.60434517
+GPR146	-3.604677102
+SLCO2B1	-3.607575665
+GYPC	-3.609656713
+SCN4B	-3.611740676
+PLA2G4F	-3.613292409
+FGF2	-3.619962511
+KIAA1324L	-3.628956163
+PTH1R	-3.636514003
+PLSCR4	-3.637775841
+AQP4	-3.641910892
+SAMD5	-3.645083296
+TBX3	-3.645440206
+ACADL	-3.646368393
+SEMA6D	-3.647394974
+NOSTRIN	-3.649391512
+SIGLEC16	-3.649486445
+ROBO4	-3.649573647
+FIBIN	-3.651121001
+STOM	-3.65386227
+CYYR1	-3.656414179
+NCAPGP2	-3.662309177
+BIN2	-3.666327072
+P2RX1	-3.668935273
+NOTCH4	-3.67000855
+RPS6KA2	-3.671555155
+AWAT2	-3.673703063
+NIM1K	-3.675836941
+GCOM1	-3.679695817
+NCKAP5	-3.680244547
+HSD17B4	-3.685997874
+CACNA1S	-3.6866095
+TTC28	-3.687524327
+WFS1	-3.690657328
+GATA2	-3.69229863
+SLIT3	-3.700170314
+PNMT	-3.703828607
+SASH1	-3.712451309
+IL17D	-3.718912065
+WNT3A	-3.721408718
+CHPT1	-3.725419612
+GYPE	-3.741173622
+MMRN2	-3.745495427
+CD300C	-3.74926537
+HSPB8	-3.752215705
+HLA-DPA1	-3.752574241
+HBB	-3.757274756
+HLA-DRB6	-3.760355225
+EHD2	-3.766194469
+NMUR1	-3.767802099
+RAB11FIP1	-3.771437966
+CCDC69	-3.772740777
+GPX3	-3.773253207
+PRKCE	-3.782945298
+PDGFB	-3.783604471
+MACROD2	-3.783989891
+ARRB1	-3.785675497
+FPR1	-3.787908324
+SPARCL1	-3.791797894
+LINC00163	-3.79461156
+TGM2	-3.798815978
+VSIG4	-3.79887337
+JCAD	-3.801722399
+SPRY4	-3.804925461
+FAM162B	-3.80945541
+BHLHE41	-3.812518762
+TBX2	-3.815683416
+ZNF366	-3.818465099
+DCC	-3.821313638
+MYOZ1	-3.822177912
+ZNF385B	-3.823784261
+CNR1	-3.824818817
+DNASE1L3	-3.826143861
+DENND3	-3.828092263
+GUCA2A	-3.83496946
+HIP1	-3.839927827
+REPS2	-3.840896221
+HBA1	-3.84384777
+SOSTDC1	-3.84660897
+LIMCH1	-3.847357025
+SYNPO	-3.848556599
+VSIR	-3.848899944
+PKDCC	-3.849538305
+TMEM255A	-3.854685477
+CD5L	-3.855198587
+LPCAT3	-3.857698153
+HPCAL1	-3.860470378
+ERP27	-3.861135451
+CPED1	-3.861962697
+SSTR4	-3.862269368
+RS1	-3.862804188
+PRKD1	-3.866949948
+ADRA1B	-3.869016884
+IFIT2	-3.870426107
+DACH1	-3.87129709
+MSR1	-3.878515663
+SIRPB2	-3.881074247
+MAMDC2	-3.883256145
+OLR1	-3.883797521
+RIN3	-3.884878969
+SIGLEC14	-3.886634978
+GNAQ	-3.889679703
+NDNF	-3.894132308
+ENG	-3.902416484
+SIGLEC17P	-3.905357703
+MS4A7	-3.90575254
+KCNT2	-3.920847708
+SCN7A	-3.925706636
+VIPR1	-3.927886185
+TMEM204	-3.932356417
+FRY	-3.934293339
+PCAT19	-3.935235118
+LHFPL3-AS2	-3.938592762
+FAM124B	-3.93881904
+GADD45B	-3.940069461
+ARHGAP25	-3.941194513
+KANK3	-3.943739449
+UBASH3B	-3.943930254
+LINC00607	-3.944254814
+ITGAL	-3.944453489
+CLEC1A	-3.949453983
+GIMAP4	-3.952919927
+BTNL9	-3.960336085
+MOCS1	-3.962159327
+NRG3	-3.963554761
+TMEM140	-3.975460972
+RECK	-3.976739307
+SHROOM4	-3.978901705
+RCAN2	-3.989343932
+CLDN5	-3.990978512
+PCYOX1	-3.992017647
+CHRM2	-3.992965255
+SLC19A3	-3.998248985
+VEPH1	-4.000869459
+C2orf71	-4.001740662
+FENDRR	-4.002176919
+SOX7	-4.003050752
+GATA6	-4.025949097
+TACC1	-4.025949097
+TMEM164	-4.028724151
+FPR2	-4.033858267
+RHOJ	-4.03574037
+STARD8	-4.038104526
+ADAMTS8	-4.039529222
+FBP1	-4.041436117
+CX3CR1	-4.04383157
+CGNL1	-4.045275209
+C1orf21	-4.046723663
+ABLIM3	-4.049148541
+PIP5K1B	-4.050609993
+ZBED2	-4.05207638
+C20orf202	-4.05207638
+WFIKKN2	-4.054531415
+FLVCR2	-4.055024092
+PTGDS	-4.055517328
+PDK4	-4.071604148
+AARD	-4.07211659
+NKD1	-4.076238039
+ITLN2	-4.080921908
+SBSPON	-4.083019953
+GLIPR2	-4.093126465
+LRRC2	-4.102922997
+TRPV2	-4.104577454
+AXIN2	-4.106793247
+LINC02016	-4.109020403
+LIN7A	-4.111820506
+IFIT3	-4.118045029
+EFNB2	-4.124360063
+RXFP1	-4.124360063
+GPRIN2	-4.124360063
+SPAAR	-4.125518182
+KIAA0040	-4.126679398
+LINC00891	-4.147520006
+KANK2	-4.151195299
+PTCRA	-4.169411331
+NPR3	-4.171340103
+COX4I2	-4.174573882
+HMGCLL1	-4.188424994
+LEPR	-4.19314197
+CDKN2B	-4.19314197
+AMIGO1	-4.19314197
+LINC01936	-4.194499142
+CRYAB	-4.196542884
+ABI3BP	-4.196542884
+SELPLG	-4.197910742
+ITGAX	-4.202040356
+ADAMTSL3	-4.211831629
+PRG4	-4.232844134
+PPARG	-4.241845378
+SLCO2A1	-4.244125144
+COL4A4	-4.249491605
+HVCN1	-4.258848401
+TNS1	-4.260427656
+TMEM47	-4.277366077
+ADGRL2	-4.281498311
+MCEMP1	-4.2915791
+TBX5	-4.294992041
+ANOS1	-4.295849483
+EMP2	-4.296708622
+CHRNA2	-4.301899454
+TMOD1	-4.302770657
+FAM49A	-4.308918508
+PREX1	-4.310691141
+BANCR	-4.313363731
+RGS9	-4.314258261
+MGAT3	-4.326058001
+RXRG	-4.326979093
+CTDSPL	-4.338187314
+TBX4	-4.339134522
+ID4	-4.354577731
+CD300LG	-4.359518563
+TGFBR2	-4.372634143
+ROBO2	-4.384049948
+AFF2	-4.393618635
+4-Sep	-4.394694954
+CLIC5	-4.400116928
+ACP5	-4.401209493
+ACVRL1	-4.403402904
+VGLL1	-4.40560745
+SLC24A3	-4.407823243
+PALD1	-4.415668776
+KLF9	-4.420216403
+CAT	-4.420216403
+FABP5	-4.4225082
+MFNG	-4.42945706
+ABCG1	-4.437707136
+TMEM64	-4.438898616
+GIMAP7	-4.440093375
+SPNS2	-4.443697499
+SULT1C4	-4.444905551
+RTKN2	-4.450996738
+CCRL2	-4.457174573
+FHL1	-4.459670525
+MAOA	-4.467245621
+MASP1	-4.468521083
+APOBR	-4.469800302
+TXNIP	-4.474955193
+NLRC4	-4.494850022
+SEMA3G	-4.496209317
+RAMP2	-4.49757288
+CASS4	-4.504455662
+C1orf198	-4.505845406
+NECAB1	-4.505845406
+SGCA	-4.511449283
+ECEL1P2	-4.512861625
+SMIM25	-4.514278574
+SESN1	-4.515700161
+NXPH3	-4.515700161
+TNNC1	-4.524328812
+CYBRD1	-4.525783736
+CHI3L2	-4.53313238
+VEGFD	-4.554395797
+ESAM	-4.555955204
+NCF2	-4.567030709
+GSTM5	-4.567030709
+C14orf132	-4.573488739
+FREM3	-4.578396073
+PAPSS2	-4.580044252
+KCNJ15	-4.581698709
+BANK1	-4.59345982
+FCN3	-4.603800653
+GPC3	-4.603800653
+FHL5	-4.612610174
+PLA2G1B	-4.621602099
+SH2D3C	-4.653647026
+EDN1	-4.661543506
+FXYD6	-4.669586227
+MAOB	-4.671620397
+TGFBR3	-4.690369833
+LRRC32	-4.694648631
+ADRB1	-4.698970004
+RAMP3	-4.714442691
+FAM46B	-4.716698771
+RAI2	-4.721246399
+HLA-DOA	-4.739928612
+AGER	-4.744727495
+ACSS3	-4.747146969
+EMCN	-4.761953897
+CPA3	-4.777283529
+OTUD1	-4.777283529
+MT1M	-4.777283529
+EFEMP1	-4.779891912
+RSPO2	-4.782516056
+ARHGAP6	-4.793174124
+FAM189A2	-4.815308569
+PROS1	-4.818156412
+TMEM139	-4.835647144
+ARHGAP31	-4.844663963
+RASGRF1	-4.844663963
+FBLN5	-4.8569852
+JPH4	-4.863279433
+SORT1	-4.869666232
+GABARAPL1	-4.869666232
+LHFPL6	-4.872895202
+JAML	-4.896196279
+CA4	-4.896196279
+MAL	-4.896196279
+PTPN21	-4.920818754
+F2RL3	-4.931814138
+FOXF1	-4.943095149
+FAM107A	-4.954677021
+DEPP1	-4.958607315
+ADAMTSL4	-4.962573502
+LDB2	-4.966576245
+CLEC14A	-4.966576245
+RNF144B	-4.970616222
+SMAD6	-4.974694135
+SGCG	-4.995678626
+PAQR5	-4.995678626
+ADGRE3	-5.003050752
+ITM2A	-5.010550182
+COL6A5	-5.021363052
+FABP4	-5.030584088
+HIGD1B	-5.036212173
+TSPAN7	-5.045275209
+ADRB2	-5.052566278
+LMCD1	-5.057495894
+LIMS2	-5.058488567
+EFCC1	-5.067526235
+UPK3B	-5.069050969
+GRIA1	-5.078833949
+CPB2	-5.091514981
+PIK3IP1	-5.092051478
+SCUBE1	-5.104577454
+SLC15A3	-5.108462542
+TBX5-AS1	-5.111820506
+A2M	-5.113509275
+FGD5	-5.126679398
+PRKG2	-5.144480844
+SLIT2	-5.15490196
+SLC6A4	-5.165579296
+ANGPT4	-5.175223538
+MARCO	-5.187086643
+SLC39A8	-5.203425667
+SEC14L6	-5.231361899
+GIMAP6	-5.266000713
+TMEM130	-5.26760624
+MIR3945HG	-5.27572413
+SIRPB1	-5.276544328
+OSCAR	-5.292429824
+SLC1A1	-5.301899454
+FGR	-5.306273051
+ALOX5	-5.306273051
+PRX	-5.317854924
+PRAM1	-5.321481621
+C12orf49	-5.344861565
+PECAM1	-5.356547324
+NPR1	-5.360513511
+LYVE1	-5.374687549
+CDO1	-5.387216143
+ITGA8	-5.395773947
+DPYSL2	-5.404503778
+CD37	-5.419075024
+LINC00968	-5.427128398
+CDH5	-5.448550002
+CD101	-5.49757288
+ARHGEF26	-5.539102157
+MYZAP	-5.563837353
+CAVIN2	-5.565431096
+BMPER	-5.578396073
+KL	-5.600326279
+GPD1	-5.621602099
+ADPRH	-5.634512015
+CYP27A1	-5.657577319
+FMO2	-5.66756154
+HSD17B6	-5.694648631
+ANKRD1	-5.70333481
+EPAS1	-5.71219827
+KCNJ5	-5.730487056
+DPEP2	-5.779891912
+GPIHBP1	-5.801342913
+AGTR1	-5.863279433
+EDNRB	-5.88941029
+CLEC3B	-5.913640169
+GIMAP1	-5.913640169
+STX11	-5.958607315
+CCDC85A	-5.978810701
+GIMAP8	-6.002613616
+ACE	-6.052566278
+GPM6A	-6.056011125
+ANGPT1	-6.067526235
+LGALSL	-6.088842391
+GRK5	-6.118615343
+MFAP4	-6.194499142
+SELENOP	-6.244887734
+CA2	-6.247183569
+TCF21	-6.281498311
+SPN	-6.397940009
+AOC3	-6.463441557
+CNTN6	-6.812479279
+S1PR1	-6.935542011
+CAV1	-6.982966661
+RGCC	-7.026872146
+INMT	-7.029653124
+CD36	-7.373659633
+SPOCK2	-7.375717904
\ No newline at end of file
diff --git a/intro-pathway-analysis/README.md b/intro-pathway-analysis/README.md
index b238c4b..6e6c2e6 100644
--- a/intro-pathway-analysis/README.md
+++ b/intro-pathway-analysis/README.md
@@ -1,5 +1,5 @@
 # Pathway Analysis Online
 
-[Link to wiki](https://github.com/gladstone-institutes/Bioinformatics-Workshops/wiki/Introduction-to-Pathway-Analysis-and-Visualization)
+[Link to wiki](https://github.com/gladstone-institutes/Bioinformatics-Workshops/wiki/Introduction-to-Pathway-Analysis)
 
 ### Description of files
diff --git a/intro-sc-atac-seq/ArchR_demo_1_create_arrow_files.Rmd b/intro-sc-atac-seq/ArchR_demo_1_create_arrow_files.Rmd
new file mode 100644
index 0000000..d8e153c
--- /dev/null
+++ b/intro-sc-atac-seq/ArchR_demo_1_create_arrow_files.Rmd
@@ -0,0 +1,63 @@
+---
+title: 'Hands-on component of Single-cell ATAC-seq workshop: Sessions 1-2'
+author: "Ayushi Agrawal"
+date: "1/31/2023"
+output: html_document
+---
+
+```{r setup, include=FALSE}
+knitr::opts_chunk$set(echo = TRUE)
+```
+
+## Introduction
+
+We'll review the current practices for some of the common steps in scATAC-seq data analysis in the Sessions 1-2. We'll discuss different practices for each step and the assumptions underlying various tools and their limitations. This document provides an exposure to one of the popular tools for such analysis. As we'll discuss, the right choice of method in any application depends on a number of factors, including the biological systems under study and the characteristics of the data in hand. For the purpose of our workshop, we'll limit the hands-on component to the ArchR package in R. In general, analysis might require multiple tools in different languages and/or novel development. For more, please see the slide deck in materials. 
+
+The following is based on [this vignette](https://www.archrproject.com//articles/Articles/tutorial.html) from the ArchR developers. Please note that ArchR is designed to be run on Unix-based operating systems such as macOS and linux. ArchR is NOT supported on Windows or other operating systems.
+
+## Setup the working environment
+
+```{r message=FALSE, warning=FALSE}
+#load the ArchR library
+library(ArchR)
+
+#set a seed to facilitate replication of operations requiring randomization
+set.seed(1)
+
+#default number of Parallel threads is 16
+# working on a local computer, 1 thread works best
+addArchRThreads(1)
+
+#Before we begin, we need add a reference genome annotation for ArchR 
+#to have access to chromosome and gene information. ArchR supports hg19, hg38, mm9, and mm10.
+addArchRGenome("hg38")
+```
+
+## Load the data
+
+```{r}
+#get the list of input file names
+inputFiles <- list.files(path = "data", pattern = "fragments.tsv.gz", full.names = TRUE)
+
+inputFiles
+```
+
+## Creating Arrow files
+Now we will create our Arrow files which will take 10-15 minutes. For each sample, this step will:
+  1. Read accessible fragments from the provided input files.
+  2. Calculate quality control information for each cell (i.e. TSS enrichment scores and nucleosome info).
+  3. Filter cells based on quality control parameters.
+  4. Create a genome-wide TileMatrix using 500-bp bins.
+  5. Create a GeneScoreMatrix using the custom geneAnnotation that was defined when we called addArchRGenome().
+By default in ArchR, pass-filter cells are identified as those cells having a TSS enrichment score greater than 4 and more than 1000 unique nuclear fragments. It is important to note that the actual numeric value of the TSS enrichment score depends on the set of TSSs used. The default values in ArchR were designed for human data and it may be important to change the default thresholds.
+
+```{r}
+ArrowFiles<- createArrowFiles(
+  inputFiles = inputFiles,
+  sampleNames = c("pbmc_sorted_3k", "pbmc_unsorted_3k"),
+  minTSS = 4, #May want to increase later
+  minFrags = 1000,
+  addTileMat = TRUE,
+  addGeneScoreMat = TRUE
+)
+```