diff --git a/intro-pathway-analysis-visualization/lung.expr.csv b/intro-pathway-analysis-visualization/lung.expr.csv
new file mode 100644
index 0000000..ae75dd7
--- /dev/null
+++ b/intro-pathway-analysis-visualization/lung.expr.csv
@@ -0,0 +1,36842 @@
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+ENSG00000158578,-4.713777614,0.001149066,0.055700746
+ENSG00000163815,-4.724677022,1.22E-06,0.002844813
+ENSG00000266786,-4.729432828,0.012879935,0.153489296
+ENSG00000153002,-4.734162005,0.001850532,0.070933912
+ENSG00000114854,-4.789633476,2.99E-05,0.010346956
+ENSG00000205364,-4.801062597,1.67E-05,0.007769283
+ENSG00000081248,-4.817741681,0.000205774,0.024014193
+ENSG00000104938,-4.835448302,0.000686712,0.04278803
+ENSG00000168481,-4.848206529,0.00172176,0.068231025
+ENSG00000277494,-4.85203771,1.58E-06,0.003294758
+ENSG00000181072,-4.857323122,0.000101633,0.01760953
+ENSG00000155511,-4.904423907,8.34E-06,0.006076072
+ENSG00000170890,-4.910476702,2.39E-05,0.009335392
+ENSG00000280623,-4.920281445,0.000498891,0.037259896
+ENSG00000101280,-4.922541887,6.68E-06,0.005859043
+ENSG00000254447,-4.982350975,0.003368577,0.09248373
+ENSG00000120903,-4.99059375,4.99E-05,0.012732903
+ENSG00000180440,-4.99862152,0.000376159,0.032688455
+ENSG00000167588,-5.015940566,2.39E-06,0.003804774
+ENSG00000224809,-5.025519059,0.001626431,0.066422296
+ENSG00000272274,-5.035136437,0.000386426,0.03305829
+ENSG00000259749,-5.065630309,0.000217616,0.02457207
+ENSG00000203878,-5.099096509,0.000272484,0.027151019
+ENSG00000168309,-5.111088612,1.11E-05,0.006506547
+ENSG00000168484,-5.158115004,0.006388285,0.118960174
+ENSG00000169836,-5.163414123,0.000840606,0.048026405
+ENSG00000269186,-5.200060952,0.000278692,0.027545974
+ENSG00000136696,-5.240707474,0.009078145,0.135741274
+ENSG00000147655,-5.274861893,1.65E-05,0.007769283
+ENSG00000165197,-5.27540878,2.79E-05,0.010029489
+ENSG00000244734,-5.282429841,0.000174874,0.021989416
+ENSG00000234880,-5.293675731,0.000160468,0.021425187
+ENSG00000241644,-5.296766643,9.34E-08,0.001001181
+ENSG00000206172,-5.311433274,0.000143269,0.020293464
+ENSG00000132671,-5.346207203,0.000137319,0.02004788
+ENSG00000066405,-5.375011388,0.000485488,0.036889134
+ENSG00000263761,-5.384484621,0.00170712,0.067928762
+ENSG00000150625,-5.393044791,8.79E-07,0.002552803
+ENSG00000197273,-5.398290037,0.000146228,0.020472904
+ENSG00000173714,-5.407842644,8.82E-05,0.016816931
+ENSG00000263503,-5.407859178,0.005167739,0.11013409
+ENSG00000171243,-5.415819227,0.000142361,0.020212213
+ENSG00000244215,-5.446074673,7.78E-05,0.016136212
+ENSG00000204305,-5.482025145,1.80E-05,0.008024339
+ENSG00000243566,-5.652887899,8.53E-06,0.006088133
+ENSG00000134115,-5.694971086,1.54E-07,0.001161104
+ENSG00000142515,-5.819670783,0.007386535,0.126060889
+ENSG00000167434,-5.844831785,1.27E-05,0.006995506
+ENSG00000142748,-5.876463952,2.49E-05,0.009532748
+ENSG00000163586,-5.930151349,0.006072379,0.117024753
+ENSG00000148677,-6.050381872,1.98E-06,0.003594016
+ENSG00000158764,-6.316694017,8.30E-05,0.016662509
+ENSG00000161649,-6.35607982,4.37E-05,0.011917698
+ENSG00000140505,-6.418559551,0.000253045,0.026297073
+ENSG00000108576,-7.461343288,6.83E-06,0.005900078
+ENSG00000213934,-8.742461275,0.005559258,0.113136132
\ No newline at end of file
diff --git a/intro-pathway-analysis-visualization/lung.expr.dn.txt b/intro-pathway-analysis-visualization/lung.expr.dn.txt
new file mode 100644
index 0000000..caeade9
--- /dev/null
+++ b/intro-pathway-analysis-visualization/lung.expr.dn.txt
@@ -0,0 +1,641 @@
+FGR
+PDK4
+ST7
+SLC4A1
+ITGAL
+CX3CL1
+CEACAM21
+SEMA3G
+SLC6A13
+BTK
+ABHD5
+ANOS1
+ALOX5
+CALCOCO1
+MAN2B2
+IL20RA
+SLC11A1
+MARCO
+FHL1
+EHD2
+HSD17B6
+PRKCH
+ARHGAP31
+DAPK2
+MSR1
+ADRB1
+ARHGAP6
+CCDC85A
+RASGRF1
+TBXAS1
+LIMCH1
+CHI3L2
+CALCRL
+SPI1
+CLDN18
+KLF6
+PLPP1
+RASGRP2
+MAOB
+TGFBR3
+PTPN21
+RPS6KA2
+LMCD1
+CYBRD1
+LIMS2
+FERMT2
+CD5L
+FRY
+MGLL
+RBMS2
+APBB1IP
+ITGA8
+EDN1
+ITM2A
+TNS1
+SESN1
+CPB2
+COL4A4
+CACNA1S
+LRP2
+PILRA
+CASS4
+SIGLEC1
+TBX5
+NOS1
+NLRC4
+JPH4
+DPYSL2
+ADA2
+FMO2
+SH2D3C
+SORBS1
+GADD45B
+MFNG
+PIK3IP1
+TTC28
+CBX7
+PDGFB
+RIN3
+RASSF2
+ANGPT4
+CDS2
+SIRPB1
+CCM2L
+SAMHD1
+RENBP
+RS1
+VGLL1
+CAB39L
+ACP5
+SGCG
+RGCC
+WFDC1
+FOXF1
+GGA2
+RASL12
+CA2
+CD37
+CLEC4M
+PRX
+DENND3
+SIGLEC5
+RASIP1
+CAV2
+CAV1
+HOXA5
+CPED1
+TSPAN13
+SLC1A1
+ENG
+TYRP1
+PIP5K1B
+PTGDS
+PALD1
+VSIR
+SPOCK2
+RGS9
+4-Sep
+P2RX1
+SLC6A4
+SGCA
+HLF
+SLC16A6
+ODAM
+WFS1
+SOD3
+CRYAB
+GALNT18
+SLC15A3
+HPS5
+VWF
+SELPLG
+BIN2
+LIN7A
+ACSS3
+TNS2
+CREBL2
+OAS2
+ART4
+C12orf49
+CHPT1
+LPCAT3
+SERINC1
+SASH1
+MDGA1
+BMP5
+FHL5
+KHDRBS2
+EPM2A
+CCND3
+CLIC5
+NPR3
+HYAL1
+EFCC1
+PLSCR4
+ARHGEF26
+VIPR1
+TNNC1
+ACADL
+EFEMP1
+HPCAL1
+PLCL1
+PCYOX1
+EPAS1
+C1orf21
+LEPR
+PRG4
+NCF2
+ADGRL2
+STX12
+FILIP1
+CNR1
+PLAGL1
+TCF21
+KLF9
+C1orf198
+LTBP2
+FLVCR2
+LGALSL
+IFIT3
+IFIT2
+DUSP1
+TEK
+MOB3B
+KCNJ5
+CHRNA2
+PDLIM2
+TBX2
+TBX4
+PLBD1
+CAT
+FABP3
+CCRL2
+SASH3
+RAMP3
+GLIPR2
+RECK
+HVCN1
+BHLHE41
+NECAB1
+NCKAP1L
+C4BPA
+FAM124B
+PREX1
+MOCS1
+AHNAK
+EFNB2
+TMEM255A
+S1PR4
+RHOJ
+ARMCX1
+FGD3
+MASP1
+F2RL3
+HIP1
+MGAT3
+CGNL1
+SLC44A2
+CDO1
+ARHGEF6
+STARD8
+USHBP1
+RGN
+COX4I2
+HIGD1B
+ADGRE3
+SH3BP5
+AOC3
+RAMP2
+TMEM204
+RAI2
+PPARG
+CARD6
+HSPA12B
+SSTR4
+MYH10
+KL
+PRAM1
+PDZD2
+GIMAP6
+GIMAP4
+LYVE1
+HSD17B4
+CNTN6
+GSTM5
+SORT1
+CD101
+ADAMTS8
+FAM189A2
+TBX3
+OASL
+CD36
+LMO2
+STX11
+CPM
+SLC19A3
+CYP27A1
+THSD1
+LMO7
+EDNRB
+TM6SF1
+TEX2
+SCN7A
+GYPC
+TMOD1
+TLR4
+RNF144B
+ARRB1
+SLCO2B1
+LRRC32
+SDCBP
+TRPC6
+FXYD6
+PAQR5
+SMAD6
+PLCB2
+SEMA6D
+GCOM1
+DNASE2B
+RBP4
+PLA2G12B
+AOX1
+ARHGAP24
+PRKG2
+FGF2
+ANXA3
+SLC39A8
+PARVG
+ERP27
+GABARAPL1
+FGD4
+ACVRL1
+JDP2
+FBLN5
+CYP1A2
+ITGAX
+NKD1
+ABCA8
+GATA6
+SLC14A1
+PNMT
+MYO1F
+SLC47A1
+FCN3
+C1orf162
+RXRG
+RGS5
+ADAMTSL4
+ZNF385B
+CNTN4
+CSRNP1
+CTDSPL
+STAC
+ADPRH
+AGTR1
+SLIT2
+NKD2
+HMGCLL1
+PRSS35
+TMEM140
+TMEM47
+AWAT2
+GPC3
+DOK2
+TACC1
+RSPO2
+PLIN2
+CDKN2B
+STOM
+ST8SIA6
+ANKRD1
+ESAM
+SIDT2
+CLEC1A
+GPM6A
+HSPB8
+IGSF10
+SPARCL1
+BANK1
+UBASH3B
+ROBO4
+ABI3BP
+ANGPT1
+DISP1
+WNT3A
+FGD5
+GRIA1
+VSIG4
+ELMO1
+AFF2
+GNAQ
+ADAMTSL3
+TSPAN7
+TDRD9
+RAB11FIP1
+TSC22D3
+KCNJ15
+TMEM164
+SNX22
+MRAS
+FAM46B
+SHROOM4
+ITLN2
+SCUBE1
+ACE
+LRRC36
+PTGIR
+ABCG1
+JAML
+IL6R
+PTH1R
+FGFR4
+SIGLEC16
+CD300LG
+PLPP3
+NTNG1
+KCNT2
+C1orf115
+PKDCC
+NOSTRIN
+ARHGAP25
+EIF4E3
+TGFBR2
+PRICKLE2
+DNASE1L3
+CPA3
+CLEC3B
+LRRC2
+KLF15
+EMCN
+HHIP
+ENPP6
+CITED2
+BMPER
+KIAA1324L
+FABP5
+SOX17
+SBSPON
+GPR146
+CA3
+DCSTAMP
+MAMDC2
+SVEP1
+FBP1
+VEGFD
+OTUD1
+DEPP1
+C10orf25
+VSTM4
+JCAD
+BTNL9
+CYYR1
+SYNPO2L
+TMEM130
+MFAP4
+SCNN1G
+MS4A7
+MS4A15
+TEF
+DPEP2
+CA4
+GPD1
+KIR3DL1
+PPP1R14A
+CD300C
+FAM107A
+CX3CR1
+CAVIN2
+AXIN2
+IL7R
+WFDC12
+NPNT
+ATOH8
+PLA2G4F
+STXBP6
+RSPO1
+ADRB2
+HSPB3
+NPR1
+LDB2
+TACR3
+P2RY1
+CTNND2
+REPS2
+ITGAM
+SIK2
+ADRA1B
+FABP4
+PLA2G1B
+OSCAR
+S1PR1
+FPR2
+FPR1
+SOX7
+SIGLEC17P
+GIMAP8
+PRKCE
+SOSTDC1
+RXFP1
+PTGER4
+NMUR1
+PTCRA
+RASGRP4
+KLF17
+AQP4
+SYNPO
+MAL
+FRMD3
+ID4
+TPSAB1
+MACROD2
+RCAN2
+IL16
+IL17D
+COL6A5
+ABLIM3
+MMRN2
+NDNF
+OLR1
+SULT1B1
+WFIKKN2
+SLCO4C1
+SLCO2A1
+LPL
+A2M
+CLEC14A
+BDNF
+NCKAP5
+FIBIN
+SCN4B
+CASKIN2
+NIM1K
+CAVIN1
+ZBED2
+IL17RA
+MYOZ1
+HTR3C
+ZNF366
+SH2D4B
+TMEM139
+GIMAP7
+C2orf71
+GATA2
+GPC5
+CDH5
+SERTM1
+PRF1
+TMEM64
+CHRM2
+AMIGO1
+RTKN2
+KCNA4
+NXPH3
+GRID1
+CADM1
+SPNS2
+MCEMP1
+FREM3
+GKN2
+LHFPL6
+OLFML1
+FAM162B
+ST6GALNAC3
+CLDN5
+PRKD1
+SLIT3
+PROS1
+APOBR
+ROBO2
+SLC24A3
+IL3RA
+SFTPA2
+METTL7A
+NRG3
+EVI2B
+CD300LF
+GLDN
+ARHGAP30
+KANK3
+DCC
+SPRY4
+TRPV2
+OVCH1
+PEAK3
+VWC2
+PRELP
+PLAC9
+MAOA
+SIRPB2
+MVB12B
+KANK2
+GUCA2A
+ADARB1
+C5AR1
+VEPH1
+GYPE
+SPN
+CFD
+FAM49A
+SULT1C4
+ARC
+CCDC69
+PAPSS2
+COLGALT2
+ARHGEF15
+GRK5
+TGM2
+SAMD5
+CHIAP2
+C10orf128
+GPRIN2
+BMPR2
+HLA-DOA
+NOTCH4
+AGER
+CASP12
+MPIG6B
+LILRB3
+AARD
+MT1M
+HBA1
+COL6A6
+GPX3
+TRGC1
+GIMAP1
+EMP2
+SEC14L6
+C20orf202
+LINC02471
+SMIM25
+LINC00092
+LHFPL3-AS2
+LINC01671
+C14orf132
+TRGC2
+TARID
+HLA-DRB6
+HLA-DPA1
+LINC00702
+LANCL1-AS1
+MAGI2-AS3
+LINC00163
+SPAAR
+NFAM1
+KIAA0040
+LINC00607
+LINC01936
+LILRA2
+CD302
+INMT
+UPK3B
+LINC02016
+ECEL1P2
+ETV5
+HBB
+CEBPA
+LINC00968
+SELENOP
+MIR3945HG
+PCDHA12
+PCDHGB7
+SIGLEC14
+TBX5-AS1
+NCAPGP2
+LINC02555
+PECAM1
+MYZAP
+TXNIP
+RASSF5
+GDF10
+PCAT19
+TBX2-AS1
+FENDRR
+LINC01082
+LINC00551
+PCDHGB5
+DACH1
+GPIHBP1
+BANCR
+PCAT14
+LINC00891
diff --git a/intro-pathway-analysis-visualization/lung.expr.entrez.gsea.txt b/intro-pathway-analysis-visualization/lung.expr.entrez.gsea.txt
new file mode 100644
index 0000000..391eded
--- /dev/null
+++ b/intro-pathway-analysis-visualization/lung.expr.entrez.gsea.txt
@@ -0,0 +1,36841 @@
+RNU5B-1	13.71714798
+PRB4	13.27397592
+MAGEA1	12.4883123
+LRRC38	12.36469668
+DPYSL5	12.25685159
+PRB1	12.00657299
+MAGEA10	11.80322344
+RNU5A-1	11.45837577
+REG1A	11.22929149
+HOXB9	11.02373642
+LINC00355	10.99298514
+DCAF4L2	10.99031834
+MAGEC2	10.90301624
+MAGEA3	10.68470883
+DLK1	10.6348037
+MAGEA11	10.61888461
+C11orf86	10.58763975
+LINC00676	10.54837426
+FGF5	10.546613
+TMEM132D-AS1	10.45525104
+HOXD13	10.44905089
+RNY1	10.42236116
+DLL3	10.36038384
+F2	10.26635335
+SNORA74A	10.26325615
+MAGEC1	10.25659612
+SPANXB1	10.19708262
+RNU5E-1	10.1395064
+MAGEA4	10.04549462
+NKX2-2	10.0285267
+CACNG7	10.01123256
+GAGE1	10.00296481
+NSG2	9.984719917
+RNU4-2	9.94503988
+LINC02525	9.839425886
+SNORA23	9.831055251
+DSCAM-AS1	9.82553863
+PSG9	9.739176346
+SAGE1	9.729747593
+PRB3	9.695443763
+LINC01194	9.695287874
+FUT9	9.659002785
+SNORA22C	9.648076478
+RN7SKP9	9.613541381
+MAGEA6	9.538729694
+HOXC12	9.537308312
+VIL1	9.506063249
+RNU4-1	9.441447703
+SSX1	9.363749553
+CRYBA2	9.339906478
+LINC01029	9.332762035
+MAGEA12	9.289948686
+MIR3609	9.282279658
+PRAME	9.267360963
+VCX3A	9.218772366
+PPP1R2P10	9.188795817
+11-Mar	9.188323671
+TM4SF5	9.179824721
+PRKCA-AS1	9.159579109
+RNY3	9.154416435
+ANKS4B	9.075512915
+NCOR1P3	9.012406455
+LHX1	8.97858259
+BAGE2	8.960573437
+PAEP	8.932043298
+CST1	8.878631746
+PDX1	8.854492672
+FOXR2	8.829538107
+NTS	8.822187473
+RNU1-13P	8.791695988
+CSAG1	8.750495821
+PPP1R14D	8.737442449
+RNU5A-8P	8.725902311
+DLX1	8.72342896
+RN7SKP255	8.690259926
+BPIFB4	8.681963885
+TFF1	8.681635315
+HOXC13	8.677383102
+PAX7	8.528808535
+NGB	8.519071848
+HTR3A	8.494505884
+LINC01234	8.4844451
+MAGEB2	8.481042995
+RBFOX1	8.46647856
+BMP2KL	8.442064705
+CLDN10-AS1	8.441916839
+CALCA	8.417359659
+PPP4R3C	8.415889127
+PRH2	8.415693999
+COX7B2	8.403938289
+TIMM9P1	8.387723613
+CHEK2P2	8.347890487
+HOXD11	8.34377802
+KCNQ5-IT1	8.291789468
+C2orf69P1	8.275250722
+SNORA49	8.250414697
+LINC02476	8.202129156
+LINC02377	8.181920573
+LINC02433	8.15406054
+GAGE2A	8.120055157
+RNU1-88P	8.091384278
+DLX6-AS1	8.069976325
+HMGA2	8.053567197
+SCARNA5	8.041962494
+CRABP2	8.035584033
+RN7SKP227	8.029916946
+SALL3	8.012603976
+CA9	8.005708271
+LINC01518	8.001596379
+PASD1	7.996656542
+LINC01345	7.988897153
+AGXT	7.951428274
+KLF2P1	7.950642336
+SOX14	7.942431494
+NR0B1	7.939659794
+SNORA73B	7.931356416
+FGF19	7.922035054
+DDX53	7.918021098
+MAGI1-AS1	7.913903605
+MTND5P26	7.891934265
+SCARNA1	7.880680019
+PSG4	7.86943493
+RPL6P12	7.864111946
+SNORA84	7.832852792
+DDX18P5	7.826730159
+VGF	7.809139596
+GABRA3	7.806725438
+XIAPP2	7.761376878
+NLRP5	7.754331963
+EPS8L3	7.753002621
+IRX4	7.746906534
+RNA5SP141	7.729253529
+LINC00942	7.721460549
+CTAG2	7.706327561
+RTL1	7.681840906
+SNORA80E	7.680400681
+HIST1H3B	7.673196095
+PHF2P2	7.662439637
+TMEM75	7.659894328
+AKAIN1	7.644636577
+LINC00871	7.63169542
+IGF2BP1	7.619307581
+SNRPEP10	7.612125863
+DDX43P3	7.598967942
+LINC01179	7.59359095
+RAD51AP1P1	7.591167044
+LHX1-DT	7.590490397
+CPN1	7.585177771
+PES1P1	7.584962267
+ZFHX4-AS1	7.573762619
+PRDM13	7.567431736
+SALL1	7.565017694
+CRHR1	7.56412877
+BARX1	7.551707119
+SNORA71D	7.550713627
+LHX2	7.534857798
+AKR1B10	7.510674519
+NKAIN1	7.509144446
+RN7SL398P	7.506187379
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+MIR5009	3.118440523
+MIR8066	3.118440523
+SCX	3.118298618
+CENPE	3.117371081
+VTN	3.117364043
+CHGB	3.117301212
+RN7SL180P	3.116848861
+RNU6-891P	3.116527847
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+RNU2-34P	3.116527847
+ERC2-IT1	3.116527847
+SPATA31C2	3.116383552
+LINC01411	3.116295321
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+NIFKP3	3.115419947
+TBX18	3.114989036
+ENPP7P4	3.114556193
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+IGKV1D-32	3.114373555
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+PHACTR2P1	3.113102909
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+MYH13	3.104134874
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+OR52P1P	3.103139123
+RPL39P29	3.10294903
+SNORD53	3.102076791
+TINAG	3.102076422
+MEIOC	3.101861283
+LINC01629	3.101677118
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+KCNC2	3.100272572
+LINC00518	3.099943096
+TMEM158	3.09962405
+HMGN2P38	3.099278594
+EPHA8	3.098897797
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+LMLN-AS1	3.097969608
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+RNA5SP247	3.096533549
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+RNU6-577P	3.091047184
+RNU6-53P	3.090772824
+RNU6-1160P	3.090772824
+GAPDHP51	3.090718592
+SLC25A24P2	3.090266334
+VN1R21P	3.089962901
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+RNU4-4P	3.088556187
+ZNF962P	3.088556187
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+PAX9	3.086941294
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+CASC17	3.085993781
+C11orf53	3.083584603
+LINC01693	3.082545673
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+SNORD73B	3.081262641
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+SNHG4	3.079064886
+STRA8	3.076362162
+KRT16P1	3.076246134
+C1orf220	3.075662742
+OR9M1P	3.075647182
+INTS9-AS1	3.07513681
+RNU6-1149P	3.074540111
+DRAIC	3.074149137
+KRT17P4	3.072935969
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+B3GALT5	3.07184935
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+MIR378J	3.068439303
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+TRPC7	3.059754008
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+C9orf131	3.0587277
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+NF1P8	3.057469906
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+LINC01694	3.054421532
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+FOXD1	3.048489208
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+SNORD3B-1	3.046540422
+C2orf48	3.045001819
+MIR656	3.044731755
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+WDR64	3.04433206
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+OR10A4	3.042172041
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+MIR3163	3.042172041
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+RNVU1-19	3.02386782
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+ADAM20	3.019036295
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+SERPINB7	3.014202972
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+RN7SKP269	2.676629546
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+RN7SL827P	2.676113324
+EXTL3-AS1	2.676036427
+BNIP3P27	2.675208151
+MIR421	2.672597442
+HOXD9	2.672212697
+FRRS1L	2.671743825
+RPS3AP3	2.671584601
+HIST2H4A	2.671074965
+TENM3	2.670516894
+SERPINA4	2.670329638
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+RNU6-583P	2.669894983
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+RNU6-564P	2.667023609
+MTND3P23	2.666385015
+IGHV3-23	2.666007522
+LINC01886	2.665998108
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+COX6B1P1	2.665726083
+NPM1P47	2.665726083
+LINC01259	2.665406234
+IGKV1-16	2.664987002
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+RNU2-37P	2.663768755
+EEF1GP5	2.6634776
+GLYATL3	2.663376937
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+DSCR9	2.662389935
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+FAM111B	2.65857301
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+LRRD1	2.651739857
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+GVINP2	2.649723397
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+OR7E43P	2.641846609
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+CRYZP2	2.635081596
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+ZNF969P	2.635081596
+TESC	2.634407286
+HOXC5	2.634290017
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+FERMT1	2.633735791
+BPIFA4P	2.633493142
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+GC	2.624381062
+RNU6-886P	2.624381062
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+ELOCP18	2.624381062
+IQCB2P	2.624048732
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+CNN2P8	2.591576991
+MRPS21P6	2.591576991
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+KCNH8	2.590695287
+YWHAQP6	2.590290582
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+FTX	2.580976772
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+MIR4418	2.576480929
+MIR6165	2.576480929
+MIR3177	2.576338012
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+FBXW7-AS1	2.575907985
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+SNRPEP4	2.574872229
+KCNN1	2.573740434
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+TRAJ10	2.568690608
+IGKV2-10	2.568181977
+LINC02306	2.568181977
+IGHV3OR16-7	2.567513268
+IGFL3	2.567299044
+SNRPEP6	2.567110807
+C1orf147	2.566971877
+SMIM22	2.565184099
+FAM171A2	2.565175639
+PLXNB3	2.565106938
+BUB1	2.564785242
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+MIR1972-1	2.564229821
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+UNC93B8	2.564013404
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+MIR548AT	2.563866523
+FABP2	2.563575423
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+BIVM-ERCC5	2.559620452
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+CD70	2.557409861
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+LYPD3	2.554295536
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+CCNE1	2.55362842
+APELA	2.55355744
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+RNU6-483P	2.548214752
+RNU6-780P	2.548036805
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+KRTAP6-3	2.547286995
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+GACAT1	2.547286995
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+IGKV1-32	2.547286995
+CT45A3	2.547286995
+GABRG2	2.54705637
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+CXCL10	2.545007837
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+HIST2H2BC	2.543901059
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+MSMB	2.53795018
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+RNU6-640P	2.516311884
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+CCR8	2.509791405
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+CIP2A	2.50778727
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+PPIAP45	2.506961909
+PRR25	2.505965646
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+RPS24P13	2.505430961
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+RNU6-669P	2.49864928
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+RN7SL314P	2.49864928
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+MIR6876	2.49864928
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+C5orf34	2.478536069
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+ANKRD36	2.476224268
+ERVMER34-1	2.475892893
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+RPS15AP27	2.433048292
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+ITIH6	2.405405267
+IGLC5	2.405029732
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+THEGL	2.40484688
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+MYCNUT	2.377517082
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+ORM1	2.371308403
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+RN7SL664P	2.330538056
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+C15orf54	2.329855843
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+SPACA5	2.321081658
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+F12	2.318641455
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+RAET1K	2.133080177
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+MATN1	2.132609793
+RNU6-674P	2.132554034
+GPR84	2.132211245
+BNIP3P28	2.131926136
+GCM2	2.1318334
+BTF3L4P1	2.131426852
+LINC00434	2.13136763
+CDH7	2.131344312
+RNU6ATAC39P	2.130908018
+GAS8-AS1	2.130708355
+RPL7P27	2.130328236
+RAB3C	2.12933266
+CXCL11	2.129318809
+NOP56P3	2.129143071
+RNU6-908P	2.12859054
+RPS29P23	2.12859054
+LINC00407	2.12859054
+RPL21P88	2.12859054
+SPCS2P3	2.12859054
+MIR8086	2.12859054
+MANEA-AS1	2.128009417
+RPS2P4	2.127712727
+COL5A1	2.127367401
+RPS3AP49	2.127356973
+IGLV3-16	2.127008495
+OR52L1	2.126594239
+ACTN4P2	2.126594239
+AZGP1P2	2.126594239
+DPP3P2	2.126594239
+GRM7-AS3	2.126594239
+ASH2LP2	2.126594239
+RPS23P3	2.126594239
+IL9RP4	2.126594239
+CYP4F10P	2.126594239
+RFPL4AP6	2.126594239
+DEPTOR	2.125229996
+OTOG	2.125172911
+CDX1	2.124159459
+MIR3153	2.123655385
+FLG2	2.123607486
+MIR6797	2.122347712
+IGKV2-18	2.122229227
+NPM1P48	2.122136317
+DEFB1	2.122124545
+PRSS50	2.122110141
+SNORD46	2.121923017
+ARF4P2	2.121688945
+CA7	2.121074952
+RNVU1-3	2.121049398
+RPL23AP31	2.120602833
+TMSB10P1	2.120371158
+RPS15AP10	2.120339412
+PCDHGA11	2.120034097
+POSTN	2.119866252
+SNORA33	2.119561673
+RPS15AP12	2.118490212
+LINC00599	2.118073951
+LINC01580	2.117921367
+CLMP	2.116981339
+LIPM	2.116697431
+CTNNA2	2.116586807
+FAM71F1	2.116305517
+AMN	2.116188237
+TUBB8P1	2.115108663
+NANOGNBP3	2.11470199
+XIAPP3	2.114676381
+CATSPER1	2.114097528
+ATAD5	2.113569114
+SNORD121A	2.11338311
+WFDC10B	2.112500576
+TOX3	2.112362397
+PRDX3P1	2.112320428
+HSPA8P8	2.112224046
+FGF13	2.112155329
+RPS2P35	2.110834332
+FXNP2	2.110637786
+GAPDHP69	2.110585785
+RN7SL803P	2.109682304
+SRD5A3-AS1	2.109328402
+MIR4538	2.108737849
+ETNK2	2.10821103
+MIR4500HG	2.107835269
+RPL3P10	2.107810034
+RN7SL36P	2.106946941
+NUSAP1	2.106244619
+WNK2	2.105762882
+LINC02100	2.105276322
+NCAPD2P1	2.104765078
+SYCP2	2.104624893
+C9orf41-AS1	2.104374128
+MIR3164	2.104188104
+BTBD7P1	2.104037766
+RNU1-2	2.103844658
+SNORD111	2.103645419
+SNRPGP10	2.103615704
+TMEM272	2.103079771
+CALR4P	2.102716818
+HMGB1P26	2.102423142
+CYP2D7	2.102083004
+SNORD99	2.101543161
+KCNH3	2.101499988
+IGLC2	2.101145521
+MIR2052HG	2.100874935
+MRGPRD	2.099853966
+PVALEF	2.099853966
+GLRX3P2	2.099427775
+LINC00485	2.099271739
+RNU6-930P	2.098859762
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+GPR61	2.098607363
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+BNIP3P22	2.097469386
+GJA1P1	2.0968994
+MRPL23-AS1	2.095965743
+GAPDHP72	2.095849077
+CHI3L1	2.095669803
+IDSP1	2.095267158
+MIR193BHG	2.094908166
+EHMT2-AS1	2.093074691
+ADAM11	2.092669984
+LINC00665	2.092507989
+PDXDC2P	2.092328632
+RPS6P25	2.092276761
+SDR42E2	2.091881996
+LINC02387	2.091553292
+NPTX1	2.091269194
+PROX1	2.09099156
+CALM2P3	2.090797217
+ANO7	2.08954885
+BTBD16	2.089379851
+TPM3P4	2.089046095
+IMPDH1P3	2.088846863
+FAM30A	2.088314994
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+RPS3AP43	2.087900712
+CCNO	2.08780585
+NPPA	2.08743112
+LINC00106	2.087294911
+KCNQ3	2.086670037
+RASA3-IT1	2.085703853
+ENPP7P5	2.085617298
+SLC6A10P	2.08547274
+RNF151	2.083441409
+CAPN12	2.083368227
+MEIKIN	2.083339436
+PFN2	2.082460189
+LINC02138	2.081623074
+RPL12P41	2.081563692
+LINC01589	2.081430548
+IGHE	2.080995187
+RNF207	2.080817967
+TAS2R42	2.080605846
+VTI1BP4	2.080605846
+PCDH9-AS2	2.080605846
+RN7SL246P	2.080298751
+LINC01012	2.080269929
+LURAP1L-AS1	2.080128084
+RNU4-40P	2.079717728
+PRLH	2.079464309
+MIR6864	2.079345463
+MRPL50P2	2.078222472
+RNU6-26P	2.077558847
+TH2LCRR	2.077521814
+EPHA5-AS1	2.077123982
+TDGF1	2.076510419
+LINC01978	2.075390678
+SNORA65	2.075384468
+IGLV3-29	2.075010415
+OR4M1	2.074500978
+RNU6-441P	2.074500978
+MIR150	2.074500978
+RPL34P3	2.074500978
+RPL36AP53	2.074500978
+LINC00606	2.074500978
+RPL30P10	2.074500978
+RPS3AP50	2.074500978
+HMGB1P28	2.074500978
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+LINC01255	2.074500978
+ASB3	2.07389134
+CORT	2.073788679
+PUDPP1	2.073024042
+MIR4692	2.073024042
+RNU6-696P	2.07206961
+TRAJ3	2.071856634
+LINC00346	2.071772295
+OR51E2	2.071395007
+ARL4AP3	2.070978368
+TMEM61	2.070778138
+KIFC2	2.070723211
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+MIR603	2.070558966
+RNU6-570P	2.070558966
+GNG5P3	2.070558966
+MIR3978	2.070558966
+ABI1P1	2.070558966
+DNAJC19P9	2.07008073
+OR5G3	2.06911659
+SPCS2P1	2.06904613
+FBXO43	2.069022475
+DTL	2.068782519
+IGHV5-78	2.068640803
+IGKV1D-16	2.067673056
+FRMPD2B	2.067324434
+MT-TL1	2.066833491
+AQP5	2.066821279
+DEFB4B	2.066009078
+RPS6P16	2.065947375
+DYNLL1P2	2.064479116
+RN7SL502P	2.064310788
+CROCC2	2.06429654
+RNU6-1333P	2.064245173
+RAC3	2.063437715
+UNC79	2.063184455
+RPL17P44	2.063172445
+ALDH1L1	2.061815124
+GAPDHP24	2.060909655
+IGLJ7	2.060909655
+RPS2P25	2.060909655
+GTF2IP11	2.060909655
+ELOCP29	2.060909655
+REV3L-IT1	2.060826444
+ART3	2.06079603
+CAGE1	2.060769318
+PROM2	2.060676973
+UPK2	2.06065568
+KIRREL2	2.06062856
+PHF21B	2.060410523
+CDA	2.060214413
+TERC	2.060012635
+DEFB131B	2.05963878
+ZC3HAV1L	2.059233246
+DDX11L2	2.058389179
+MFAP2	2.058170623
+HNRNPA1P5	2.057988581
+SCAANT1	2.057682579
+MIS18A-AS1	2.05765847
+RNU6-476P	2.056854195
+PCBP3	2.055079999
+HIST1H1C	2.054982271
+RPL7AP26	2.054937595
+LINC02085	2.054881204
+RPS3AP4	2.054878769
+PTPRZ1	2.05442953
+MTCO3P20	2.052918077
+MACROD2-IT1	2.052918077
+MIR3680-2	2.052918077
+GJB1	2.052514234
+NDUFA3P1	2.052244981
+IL17REL	2.052090765
+USP3-AS1	2.051778737
+RPL12P19	2.0514193
+CCSER1	2.05134678
+ZWINT	2.051167768
+DSCC1	2.0510411
+LINC00596	2.050603231
+STPG4	2.050463317
+BNIP3P30	2.050444979
+ZNF730	2.049472866
+HIST1H2BJ	2.048940855
+MT-TS2	2.048345987
+GLYCTK-AS1	2.04783478
+PTK6	2.047761525
+KRT34	2.04732891
+GABRA6	2.04732891
+NEUROG1	2.04732891
+KRTAP21-2	2.04732891
+CTSL3P	2.04732891
+SPANXN3	2.04732891
+ZNF734P	2.04732891
+KRTAP4-9	2.04732891
+GUSBP10	2.04732891
+MTND5P6	2.04732891
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+MIR3663HG	2.04732891
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+LINC00421	2.04732891
+LINC00686	2.04732891
+PSG10P	2.04732891
+CLUHP4	2.04732891
+RFPL4B	2.04732891
+IGHVII-40-1	2.04732891
+C2orf69P2	2.04732891
+PWRN2	2.04732891
+RAC1P9	2.04732891
+ADAMDEC1	2.04723916
+BEND4	2.047001202
+CELF4	2.046794447
+NFYC-AS1	2.046691154
+HIST1H2BC	2.046343018
+RNU6-925P	2.046306117
+RPS7P2	2.044792011
+C20orf204	2.044253169
+RNU11	2.044249562
+PPIAP42	2.043376425
+RNU4-22P	2.043233064
+CNOT7P1	2.043233064
+SLC25A24P1	2.043081119
+ZNF705E	2.04281532
+SSUH2	2.042260901
+C6orf15	2.04214998
+NPM1P5	2.041746925
+STAG3	2.041373663
+ARHGAP33	2.041190721
+CFAP157	2.041074225
+IGHV4-4	2.040926835
+RNA5SP475	2.040634881
+SACS	2.040611607
+APBA2	2.040133814
+CHTF18	2.039741987
+MRPL53P1	2.039614324
+ATP5PDP4	2.0395767
+GAPDHP32	2.039249268
+LINC00565	2.038819952
+GNG13	2.038606339
+RPL23AP35	2.038373589
+H3F3AP2	2.038301813
+RPL27AP5	2.038020147
+LOXL4	2.03752529
+LINC00652	2.036935832
+DGCR12	2.036916138
+KRT18P65	2.03686794
+MTHFD2P6	2.036685039
+GMDS	2.035379733
+SH3TC2-DT	2.035163142
+RNU6-307P	2.033805522
+LINC01389	2.033764532
+DDX11-AS1	2.033341604
+HIST3H3	2.033310404
+ZNF177	2.032497718
+BHMG1	2.032453884
+RN7SL850P	2.032401212
+SIX4	2.032314631
+RNU6ATAC16P	2.032176043
+C6orf163	2.032071738
+DDX11	2.031850231
+ANKRD20A5P	2.030740024
+FOSL1P1	2.030497382
+RNU7-170P	2.030432675
+PRRT3-AS1	2.030313574
+RPS27AP2	2.029657594
+FAM178B	2.029468795
+DDX10P1	2.028906906
+RPL7P21	2.028516886
+RAPGEFL1	2.02799251
+STMN3	2.027962697
+CFL1P3	2.027632293
+CADPS	2.027552587
+RN7SL146P	2.027519352
+ZNF99	2.027246248
+TMEM270	2.02660852
+RPL30P4	2.026424727
+BNIP3P16	2.026257719
+RALGPS2	2.026195745
+KRT6C	2.025929849
+RNU6-665P	2.025242886
+RNU6-1157P	2.025090988
+ADGRB2	2.025004942
+AMBP	2.024778177
+CCR10	2.024725204
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+PGAM1P11	2.023070462
+PPEF1	2.023006059
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+BRINP2	2.021865084
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+BUD31P2	2.020917897
+RPL31P52	2.020414136
+LINC00567	2.019823502
+IGHV4-34	2.019135741
+RNA5SP187	2.018337518
+IGKV1D-33	2.017935185
+SATB2	2.017726852
+PDK1	2.017231094
+RPL21P132	2.016779655
+RNU6-377P	2.016464614
+RNU6-422P	2.015975643
+RPL12P42	2.015475898
+TP53TG3	2.015466611
+IGLON5	2.015436272
+RNU1-103P	2.015412609
+OR52J3	2.015397906
+HNRNPCP10	2.015397906
+RPS8P10	2.015397906
+RPL23AP28	2.015397906
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+RPL5P26	2.015397906
+CDK5P1	2.015397906
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+RPL23AP44	2.015397906
+SLC25A5P9	2.015397906
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+GRM2	2.015153453
+NR5A1	2.014767493
+SKOR2	2.014594966
+PAPPA2	2.014515091
+TMEM244	2.014462274
+RNU6-1153P	2.014082086
+GSN-AS1	2.012925846
+DIO2	2.012911482
+SLC25A2	2.012496158
+EIF4A2P2	2.01225081
+GAPDHP65	2.012018289
+HSD3B2	2.011762911
+PTGES3P2	2.011364389
+RNU2-17P	2.010988046
+HNRNPDP1	2.010245498
+RPS20P4	2.010154851
+RPS4XP9	2.009785594
+MIR647	2.009628988
+MAP2K6	2.008147431
+KCNN4	2.00767696
+SOCS5P4	2.007306497
+GALNT8	2.007093939
+C20orf144	2.007044343
+HOXC6	2.006849226
+IGKV1OR-3	2.006115162
+EPCAM	2.005347699
+MIR151B	2.003764978
+OPRK1	2.003503613
+SUMO2P16	2.003392713
+RNA5SP345	2.003004899
+TEX37	2.002929511
+LINC01870	2.002929511
+VPS25P1	2.002929511
+LINC01048	2.002929511
+ZBED1P1	2.002929511
+CD24P2	2.002929511
+VDAC1P5	2.002929511
+CSN2	2.002758375
+MIR181A1	2.002758375
+CNN3P1	2.002758375
+DYNLL1P3	2.002758375
+PSMB3P2	2.002758375
+RPL21P133	2.002758375
+SNORD126	2.002758375
+RN7SL499P	2.002758375
+CLRN1-AS1	2.002758375
+OR7E53P	2.002758375
+RN7SL538P	2.002758375
+RN7SL282P	2.002758375
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+RNU2-24P	2.002758375
+LINC02366	2.002758375
+LINC02205	2.002758375
+LINC02131	2.002758375
+MIR3115	2.002758375
+MIR5191	2.002758375
+MIR5096	2.002758375
+NT5DC4	2.002336378
+TRIM59	2.00178094
+OR2R1P	2.001529235
+PSORS1C2	2.00128165
+BMS1P22	2.001211451
+WASHC5-AS1	1.998768213
+RBM24	1.998736661
+GHET1	1.998569068
+SCNN1D	1.997479725
+IGHM	1.997062676
+RPL7P60	1.996626183
+RPL9P28	1.996491761
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+TRPC7-AS1	1.994968584
+ASPN	1.99465932
+RFC4	1.994600015
+CLDN3	1.994532868
+LINC01348	1.994492675
+MANEAL	1.994316226
+HNRNPA3P11	1.994190552
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+AK4P3	1.99381526
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+RPL30P14	1.992533849
+RPSAP21	1.992188539
+ADGRG5	1.99205628
+NCLP1	1.991988906
+DMGDH	1.991917252
+RNA5SP477	1.99186172
+IGKV5-2	1.989966404
+FOXP3	1.989958579
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+ADAM7	1.989204491
+LECT2	1.989204491
+MIR31	1.989204491
+RNU6-1147P	1.989204491
+SNORD114-20	1.989204491
+HTN3	1.989204491
+KRTAP19-8	1.989204491
+RNU6-1257P	1.989204491
+MIR610	1.989204491
+FEN1P1	1.989204491
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+RNU4-61P	1.989204491
+MTND4P4	1.989204491
+OR6K1P	1.989204491
+MTCO3P10	1.989204491
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+MTCYBP5	1.989204491
+OR13C1P	1.989204491
+TRBV1	1.989204491
+LINC02510	1.989204491
+METTL8P1	1.989204491
+MIR381HG	1.989204491
+LINC00928	1.989204491
+LINC01735	1.989204491
+MIR378B	1.989204491
+CTAG1A	1.989204491
+KREMEN2	1.989143247
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+SERBP1P1	1.988954527
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+CAMTA1-DT	1.988535148
+RNF144A-AS1	1.988270413
+PDE11A	1.987977954
+MZB1	1.987933227
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+RNU1-93P	1.985899474
+RNA5SP492	1.985899474
+IGHVIII-76-1	1.985899474
+MIR6509	1.985248668
+BACH1-IT2	1.984486132
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+ALOXE3	1.983145377
+HMGN1P15	1.982363988
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+FARSA-AS1	1.982124165
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+MIR3619	1.979395523
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+GLTPD2	1.978396605
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+GSDMC	1.971895392
+GOLGA6L22	1.971668493
+CGA	1.971413226
+LINC00960	1.97126642
+EIF4EBP1P1	1.970431455
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+RNU12-2P	1.969798237
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+RPS4XP18	1.969711889
+HNRNPA1P61	1.969548997
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+POTEE	1.888304931
+TBX18-AS1	1.888097757
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+MAP3K7CL	1.88782759
+IGHV1-2	1.886202502
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+CHD5	1.877775047
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+KPNA2P2	1.876965388
+RPS11P7	1.876783796
+MATR3	1.876756181
+IGHV1-69	1.876678033
+KRT18P23	1.876498926
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+MKX	1.870094037
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+GJA8	1.867949415
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+MBL2	1.867949415
+RNA5SP322	1.867949415
+RNU6-704P	1.867949415
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+RN7SL22P	1.867949415
+RN7SL636P	1.867949415
+ICE2P1	1.867949415
+C5orf64-AS1	1.867949415
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+MIR4669	1.867949415
+MIR4659A	1.867949415
+MIR6747	1.867949415
+MIR6722	1.867949415
+C20orf181	1.867949415
+TATDN2P1	1.867834364
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+RNU1-142P	1.865966633
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+OR4A46P	1.865966633
+LINC02297	1.865966633
+MED15P1	1.865966633
+LINC02394	1.865966633
+LINC02490	1.865966633
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+MIR3912	1.865966633
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+TK1	1.865663572
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+RPS15AP11	1.865064876
+PMFBP1	1.864774095
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+SLX1A-SULT1A3	1.864545534
+FAM177B	1.86379347
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+HCAR1	1.86292374
+MOGAT2	1.862839666
+TTLL11-IT1	1.862709943
+MRGPRG	1.862487902
+PNCK	1.862357097
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+RSL24D1P1	1.856419115
+LCTL	1.855946949
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+DENND6A-DT	1.855195567
+OR13J1	1.854727271
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+BVES-AS1	1.7451163
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+NDUFA5P3	1.619150656
+DRAXIN	1.618580043
+MEG3	1.618331923
+GAPDHP73	1.618061042
+MRRFP1	1.618046891
+HAL	1.617457573
+GAS5	1.617439468
+BANF1P3	1.617251604
+LYPLA2P2	1.617026594
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+DTYMK	1.611453467
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+TEX36	1.588630488
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+SUSD5	1.584093245
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+PPFIA3	1.583411393
+DOCK3	1.58302638
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+DCT	1.579418285
+COX7A2P1	1.579106475
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+ETDA	1.459814722
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+STMN1P1	1.456763801
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+MRPL12	1.338890859
+LINC02325	1.338505001
+C11orf80	1.338434121
+PFN1P1	1.337732001
+XIRP2	1.337603335
+PPDPFL	1.337521849
+FRG2DP	1.337521849
+MIR8055	1.337188682
+HMGN2P24	1.336970118
+HSPA8P1	1.336627596
+MICALL2	1.336303959
+CREB3L4	1.336270136
+RPS27P21	1.335904046
+MANF	1.335600779
+GLRA3	1.335506386
+CEL	1.334881823
+PPIAP25	1.334611756
+HMGA1P8	1.334578614
+RPL5P35	1.334450508
+IGKV3OR22-2	1.334429852
+ASB15	1.334380798
+MAJIN	1.334287593
+PLEKHG4B	1.334041657
+CATSPER2	1.333431659
+AQP2	1.333122361
+HPN-AS1	1.332969368
+SUZ12P1	1.332902282
+C5orf47	1.332656266
+MTRNR2L10	1.332502832
+CSF2	1.332412814
+SYCP2L	1.33233779
+LDHAP3	1.33197847
+RPL31P63	1.33195642
+OR1I1	1.331822878
+NOBOX	1.331822878
+CLPS	1.331822878
+DMRTB1	1.331822878
+CDKN2AIPNLP2	1.331822878
+LINC00917	1.331822878
+LCE1D	1.331822878
+OR7D4	1.331822878
+OR4C3	1.331822878
+OR10Q1	1.331822878
+OR5AS1	1.331822878
+FXYD6P3	1.331822878
+CYLC1	1.331822878
+ODF4	1.331822878
+KRTAP17-1	1.331822878
+ADAM3A	1.331822878
+SNORD3G	1.331822878
+RN7SKP107	1.331822878
+RNU6-526P	1.331822878
+RNU6-339P	1.331822878
+RNU6-463P	1.331822878
+MT-TA	1.331822878
+MIR501	1.331822878
+FTLP4	1.331822878
+RPL10P10	1.331822878
+SLC20A1P1	1.331822878
+UQCRHP3	1.331822878
+IFNA22P	1.331822878
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+PRPF38AP1	1.331822878
+DDX39AP1	1.331822878
+LINC01035	1.331822878
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+IGHD4-23	1.331822878
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+LINC01442	1.331822878
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+ATP6V0E1P4	1.331822878
+PIP5K1P2	1.331822878
+RPL21P24	1.331822878
+RPL30P16	1.331822878
+NFU1P1	1.331822878
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+MTND5P30	1.331822878
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+RPL30P15	1.331822878
+CYCSP33	1.331822878
+PIEZO1P1	1.331822878
+FAM58BP	1.331822878
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+MTND2P18	1.331822878
+MTND6P12	1.331822878
+LINC02248	1.331822878
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+RPL12P26	1.331822878
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+RNU7-126P	1.331822878
+RN7SL87P	1.331822878
+OR8F1P	1.331822878
+FLYWCH1P1	1.331822878
+RPL23AP54	1.331822878
+RPS12P15	1.331822878
+RPL9P6	1.331822878
+RPL29P32	1.331822878
+RPL35AP15	1.331822878
+RN7SL228P	1.331822878
+RN7SL216P	1.331822878
+PGAM1P9	1.331822878
+RPS27AP18	1.331822878
+PGAM1P12	1.331822878
+OR10J8P	1.331822878
+RNU6-120P	1.331822878
+RNA5SP444	1.331822878
+RNA5SP503	1.331822878
+RNA5SP70	1.331822878
+IGHVIII-25-1	1.331822878
+MIR124-2HG	1.331822878
+HIGD1AP5	1.331822878
+BRWD1P2	1.331822878
+LINC02251	1.331822878
+PPIAP5	1.331822878
+CKBP1	1.331822878
+SMIM36	1.331822878
+KYNUP1	1.331822878
+BTF3P14	1.331822878
+RN7SL122P	1.331822878
+LINC02074	1.331822878
+RAC1P1	1.331822878
+APOC4	1.331822878
+OR7A8P	1.331822878
+CARSP1	1.331822878
+MIR6782	1.331822878
+RN7SL575P	1.331822878
+C21orf62	1.331436761
+KRT8P44	1.331392603
+ZNF675	1.331308861
+SH3GL1P2	1.331176805
+SUMO2P1	1.331089097
+DLGAP1-AS5	1.330828534
+SPTLC1P1	1.330796148
+SMG7-AS1	1.330314181
+PCDH8	1.328995541
+CCDC14	1.328994469
+IDI2	1.328918311
+UBE2Q2P6	1.328918311
+SLC26A8	1.328797949
+IGHVIII-67-2	1.328419156
+UBE2D3P2	1.328320437
+ZBTB32	1.328233881
+PCDHB2	1.328130659
+SLC16A1	1.327862617
+CUL1P1	1.327773641
+TRAP1	1.327504996
+MYT1L	1.327138398
+ENPP7P14	1.326999906
+C5orf42	1.326828166
+ANAPC11	1.326743629
+GDPD2	1.326638126
+CTH	1.326599529
+C8orf76	1.326599312
+NDC1	1.325735509
+CHML	1.325695419
+OR5C1	1.325438106
+SNORD113-4	1.325438106
+RNU6-15P	1.325438106
+PDZPH1P	1.325438106
+PPIAP69	1.325438106
+KCND3-IT1	1.325438106
+MIR4681	1.325438106
+RBM14-RBM4	1.325071603
+HNRNPA1P49	1.324832239
+LINC01144	1.324577949
+TARBP1	1.324494566
+UGT3A2	1.324468087
+CCDC144NL	1.324413487
+MIF	1.324265953
+RPS2P46	1.324257754
+CBX3P4	1.324143084
+FNDC7	1.324063668
+ATP5PDP2	1.323754093
+LINGO4	1.323577884
+NME4	1.323111567
+ZNRD1ASP	1.322711439
+KCNH4	1.322474909
+LINC00540	1.322439627
+RNA5SP256	1.322399851
+ST3GAL1P1	1.32218451
+ADAMTS2	1.321566244
+MIR2116	1.3214805
+MIR1180	1.321068644
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+IL6STP1	1.32057816
+CRACR2B	1.320525734
+ELDR	1.320461445
+LINC02575	1.320401427
+TMEM255B	1.320385537
+PPIAP71	1.320291314
+EBF2	1.320268256
+SNX18P13	1.320110925
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+SVOPL	1.319564243
+ADCK5	1.319396263
+RNU6-407P	1.319157356
+SH3PXD2A-AS1	1.319138838
+FANCF	1.319061981
+KBTBD12	1.319059198
+CLEC2D	1.319048242
+IGKV1OR22-5	1.318995658
+MIR6075	1.318767285
+CICP17	1.317344353
+RPL21P7	1.317308118
+EXOSC5	1.316952664
+FKBP10	1.316927738
+SETP8	1.31682507
+KIAA1257	1.316754878
+SLC10A4	1.316729106
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+PPIAP60	1.316553063
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+PRM2	1.315821308
+ANKRD60	1.315821308
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+GFRA4	1.315821308
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+PPIAP24	1.315821308
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+RNU6-391P	1.315821308
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+RNU6-185P	1.315821308
+RNU6-535P	1.315821308
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+HNRNPA1P18	1.315821308
+VENTXP4	1.315821308
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+SEPT14P24	1.315821308
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+CNN2P10	1.315821308
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+MED15P7	1.315821308
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+IGHD1-20	1.315821308
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+KRTAP10-11	1.315821308
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+LINC02049	1.315821308
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+GCNT1P2	1.315821308
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+RNU6-1101P	1.315821308
+RNU7-179P	1.315821308
+RNU6-405P	1.315821308
+RNU6-826P	1.315821308
+IGHVIII-2-1	1.315821308
+IGHVII-44-2	1.315821308
+BRIX1P1	1.315821308
+IGHVIII-5-2	1.315821308
+LINC01947	1.315821308
+IGLVI-20	1.315821308
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+IGKV2D-14	1.315821308
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+LINC01288	1.315821308
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+FXNP1	1.315821308
+SUB1P2	1.315821308
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+VN1R69P	1.315821308
+C2orf69P3	1.315821308
+MIR7853	1.315821308
+MIR3147	1.315821308
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+POLR3GP2	1.315821308
+TEX13A	1.315821308
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+WBP1LP12	1.315821308
+IFNL4	1.315821308
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+MIR6750	1.315821308
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+GTF2IP8	1.315821308
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+MTATP6P26	1.315323665
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+KRT18P17	1.314857703
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+SLC16A1-AS1	1.312756053
+PHPT1	1.312591364
+PIK3R2	1.312331415
+C18orf65	1.312140883
+MIR324	1.312029269
+RPL10AP2	1.311266994
+RN7SL444P	1.311038477
+DNAAF1	1.310954201
+RNFT2	1.310842173
+NPM1P24	1.310638231
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+RPGRIP1L	1.310270321
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+EIF1P7	1.308458161
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+MDFI	1.306857393
+TAF1A-AS1	1.306504578
+EEF1DP7	1.306126636
+RNY4P6	1.306098544
+RN7SL197P	1.306098544
+C1orf74	1.305774276
+B3GNTL1	1.305448666
+RN7SL233P	1.305421885
+IGHV1OR15-3	1.305246218
+C16orf91	1.304962645
+ADAM28	1.304377451
+CST9L	1.30413718
+LINC01498	1.30413718
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+PFKP	1.303820529
+RPSAP39	1.303654919
+METAP1D	1.303551177
+SNORD63	1.303065054
+CD177P1	1.302969867
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+MIR6859-2	1.30161223
+SNORA71B	1.301521607
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+RPS3AP29	1.300741229
+LINC01656	1.300491506
+KLHL31	1.300485635
+HAVCR1P1	1.300406306
+CCT6P3	1.300332809
+PACERR	1.300281916
+MYOZ2	1.300281241
+NOTO	1.30002438
+BNIP3P15	1.29977951
+PPM1E	1.299725901
+ITIH4	1.2994514
+LY6L	1.29907744
+H2AFX	1.298494287
+PTOV1-AS2	1.298052325
+NUDT8	1.297760434
+ZBTB20-AS4	1.297663583
+HPSE	1.297441896
+LINC01206	1.297371201
+LRFN4	1.297209825
+COL19A1	1.296888491
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+RPS13P2	1.296880669
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+MT-TT	1.296573428
+BTG4	1.296224489
+GSDMB	1.296176257
+CYP4F29P	1.295835848
+CENPS-CORT	1.295785722
+ACSM4	1.295094027
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+IFT74-AS1	1.294646461
+MHENCR	1.294560774
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+GLIPR1L1	1.294269483
+RPL23AP57	1.294190975
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+MSX2	1.293756332
+ZSCAN4	1.293215432
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+CTAGE12P	1.292367753
+IRF7	1.291965741
+CRHR2	1.291531992
+SERINC2	1.291207376
+RCCD1	1.291178169
+HIST2H2AA4	1.290937738
+IGHV3OR16-15	1.290550645
+GPC6	1.290491978
+NPM1P27	1.29030155
+GUK1	1.290231045
+D2HGDH	1.290192091
+RPS20P33	1.290092942
+WNT3	1.289854724
+C6orf99	1.289807468
+N4BP2	1.289555774
+RAB30-AS1	1.289371394
+LRP4	1.288736034
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+MIR589	1.288055982
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+CERCAM	1.285971136
+FCF1P1	1.285829775
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+EIF4E1B	1.285750409
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+RPS19P3	1.285400725
+TRMT112P3	1.284943742
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+C1orf159	1.284819954
+ARHGEF7-AS1	1.284527934
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+ZNF233	1.283765751
+ZP3	1.283379246
+CCT7P1	1.283184656
+PLEKHA8	1.282495733
+KRT8P25	1.282350751
+C4orf46	1.281946546
+SMO	1.28171308
+CACYBP	1.281704292
+MIR499A	1.281525577
+CCL20	1.281303054
+CAMK2B	1.280907516
+ESM1	1.280794948
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+ZNF337-AS1	1.280713599
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+XRCC6P2	1.278517855
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+TTC4P1	1.277640141
+LCN8	1.277500738
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+TMTC4	1.276193258
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+LOX	1.274963035
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+KRT18P25	1.272276817
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+TBX22	1.272085972
+ZDHHC13	1.271560031
+CLHC1	1.271313035
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+DECR2	1.270330811
+BMS1P16	1.270083758
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+ZNF667	1.266318359
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+OSTN-AS1	1.264413632
+STARD6	1.26435067
+WDR12	1.264086761
+SDCBP2	1.263629632
+C21orf58	1.263478297
+IGHV7-81	1.263210451
+UBE2FP3	1.262952283
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+FAM78B	1.090400548
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+NIP7	1.089739586
+TAS2R14	1.089659933
+C14orf37	1.089521829
+CHTF8P1	1.089461753
+EIF3KP2	1.089461753
+LINC00467	1.08944418
+GAPDH	1.089154644
+CCDC144NL-AS1	1.089022901
+ALKBH6	1.088827985
+HEATR1	1.088759055
+TEX9	1.088656533
+ZNF714	1.088329587
+RPL15P3	1.088004007
+RPL4P1	1.087831457
+USP32P1	1.087660674
+KRT19P1	1.087216161
+S100A5	1.087198725
+KRT8P13	1.086915531
+CCDC188	1.086812648
+NBEAP1	1.086561566
+SOX9	1.086455989
+LINC01556	1.086428127
+C19orf18	1.086413433
+TMEM99	1.086383773
+LINC00637	1.086371425
+CYP4A11	1.086331519
+SPTBN5	1.086153513
+RN7SKP5	1.085969722
+IER5L	1.085624855
+RNU6-36P	1.08535876
+ME2P1	1.08535876
+TNFSF4	1.085348421
+CDC42P6	1.085202098
+CLCN2	1.084635507
+RNU6-1085P	1.083909312
+MAST2	1.083894779
+RPL7P8	1.083845875
+MIR6821	1.08365672
+ZSWIM2	1.083655341
+FZD3	1.083432239
+BNIP3	1.083361086
+IGLV2-33	1.083099676
+COL11A2	1.082811424
+C20orf203	1.082680297
+RPS26P31	1.082637545
+RPL7P56	1.082166793
+MTND1P10	1.081970514
+MT1F	1.08190877
+WDR4	1.081812463
+RASGRF2-AS1	1.081499318
+TSC22D1-AS1	1.081145088
+SUCLA2-AS1	1.081095647
+PSCA	1.08018625
+PXDN	1.079405086
+MTCO1P14	1.078999274
+LINC02365	1.078946537
+PLGRKT	1.078901293
+TCHHL1	1.078205175
+CCDC57	1.077819218
+CDC42BPA	1.077750054
+C17orf58	1.077442909
+RAB6C-AS1	1.077315693
+WWC3-AS1	1.077038529
+PFN4	1.076934903
+SRD5A1	1.076823976
+VN1R42P	1.076789644
+LSM7	1.076722152
+TNFAIP6	1.076697698
+TMEM246-AS1	1.076546866
+ERVK13-1	1.076543963
+RNA5SP305	1.076268417
+MTCO1P27	1.076268417
+CBR3-AS1	1.076084961
+KLF14	1.075969095
+GABRD	1.07590207
+ASPDH	1.075644219
+FAM225A	1.075558533
+CGB5	1.075345574
+KY	1.075286188
+CEP128	1.075128724
+THUMPD3-AS1	1.074937292
+C11orf16	1.074591348
+RPL14P1	1.07457842
+EEF1GP7	1.074504811
+RPL23AP48	1.074503643
+EIF4A1P5	1.07387231
+E2F3P2	1.073514192
+PAQR3	1.073147805
+TMEM51-AS1	1.07270091
+HCG20	1.072496432
+IGHV7-56	1.072339839
+PRSS44	1.072319859
+NIFKP8	1.072277484
+PPIAP82	1.072247794
+KRT18P7	1.072220654
+DCHS2	1.071955305
+DDX11L10	1.07193337
+RPL21P4	1.071567249
+NME2	1.07125853
+SLAMF7	1.071174188
+NPIPB10P	1.071095776
+STK24-AS1	1.071060876
+BET1	1.071030308
+GAPDHP27	1.070904861
+PRSS22	1.070844618
+PLEKHH1	1.070792459
+CXorf65	1.070681713
+ALOX12P1	1.070612976
+UPP2	1.07024888
+CAMK1D	1.070009417
+MMACHC	1.069891299
+TUBB2BP1	1.069557372
+GPSM2	1.06943306
+UBL5P2	1.069109092
+MISP	1.069067411
+LDHAP5	1.068830119
+HSBP1P2	1.068673086
+FTLP15	1.068458102
+LINC01480	1.068334959
+CCT5	1.068160916
+BCAS1	1.068096237
+TAT	1.068060619
+LINC02308	1.067920373
+RNU6-1263P	1.067827742
+UQCRHL	1.067735769
+LDHAL6A	1.067424041
+PTGES3P4	1.067289754
+TIMP1	1.06725565
+RPL10P13	1.0672314
+TAPT1-AS1	1.067104606
+TRBV23-1	1.066404818
+GALNT6	1.066393386
+MIR210HG	1.066389141
+WNT16	1.066275108
+C15orf62	1.066252966
+PUS1	1.065797349
+SMG1P2	1.065633738
+MRPL37P1	1.065081809
+RPS12P18	1.065031035
+C9orf106	1.06440461
+TACC3	1.064356987
+PCSK4	1.064135251
+KCNJ14	1.064012659
+RPS24P6	1.063655256
+MOBP	1.063641437
+RNY4P37	1.063570944
+ZNF321P	1.063528951
+GDF3	1.06346933
+VWDE	1.063276347
+PGAM5	1.06320775
+SLC6A7	1.062885042
+LINC01006	1.062699145
+C3orf22	1.062438808
+NPM1P50	1.062137323
+STC2	1.061992013
+OLFML2B	1.061897874
+EFCAB5	1.061853883
+KIF3C	1.061758625
+IGKV2OR22-3	1.061560884
+RN7SKP268	1.061431235
+GNG12-AS1	1.061284039
+SLC17A1	1.0610981
+MCM8	1.060994623
+ALG1L9P	1.060635546
+CLK2P1	1.060469223
+ARL13A	1.06030533
+IGFBP6	1.060086342
+CTBP2P8	1.05977005
+SDHAF3	1.059769268
+CFAP46	1.059738527
+RPSAP72	1.059690818
+GADD45A	1.059570038
+TNFRSF21	1.059445703
+STARD4-AS1	1.059063337
+RHOXF1	1.059061185
+HIST2H2BD	1.058611186
+ABHD12B	1.058578213
+OR7E108P	1.058444096
+DTX2P1-UPK3BP1-PMS2P11	1.058429523
+PIK3IP1-AS1	1.058408497
+OR2A3P	1.058318713
+SYNE1-AS1	1.058208241
+ZNF767P	1.05814473
+ODF2L	1.057055871
+BOLA2P2	1.057049407
+FAM181B	1.056948042
+SSC4D	1.056779203
+MIR221	1.056739134
+SIRPG	1.056382205
+ALG1L8P	1.05636691
+RNU6-208P	1.05630752
+CEP295NL	1.055776524
+ADCY10P1	1.05572957
+DUSP2	1.055657505
+LINC01909	1.055605327
+SIGLEC15	1.055524392
+B4GALT2	1.055464682
+RNU6-729P	1.055369852
+MRPS33	1.054884022
+RUVBL1	1.054216743
+LINC01435	1.054204839
+TSNAXIP1	1.05387535
+FBXO39	1.053819506
+DDX39B	1.053515633
+CERNA1	1.053294729
+PTBP2	1.053009406
+RPL5P5	1.05284567
+CDK10	1.05241351
+CLIC4P3	1.052299301
+KRTCAP3	1.052146011
+ABCC5-AS1	1.052016639
+PDE10A	1.051811749
+RNU4-5P	1.050926233
+PHBP3	1.050896316
+PUS7L	1.05075078
+ATP5F1AP2	1.050743689
+CCHCR1	1.050671279
+PPOX	1.050573398
+LINC01106	1.050147694
+ERLEC1	1.050106951
+RPL14P3	1.049926734
+METTL26	1.049924806
+CRX	1.049862556
+AQP7	1.049757843
+EIF5AP4	1.049728638
+ILF2	1.049483788
+RBBP4P1	1.049269763
+ZBTB41	1.04883097
+SMARCA5-AS1	1.048129481
+FSD1L	1.047826607
+HYPK	1.047643339
+SC5D	1.047548186
+GXYLT2	1.047373995
+IPCEF1	1.047232762
+TMEM262	1.047081458
+SLC25A41	1.047070357
+RPL7AP50	1.047016413
+PSD3	1.046970872
+RN7SL494P	1.046828316
+KCNAB1-AS2	1.046782653
+POLD2P1	1.046733788
+RPL4P2	1.046668416
+CBFA2T2	1.046627848
+ZNF32-AS2	1.046548434
+LMNB2	1.046437837
+LINC00861	1.046400521
+LINC01932	1.046180863
+ARL6IP1P2	1.046135942
+IMMTP1	1.046056685
+PCDHGB1	1.045908774
+IMPG1	1.045486075
+VDAC1P3	1.045402878
+LRRC26	1.045371677
+SPATS2	1.045304008
+SNRNP25	1.045286763
+RPL10AP6	1.045207667
+HS3ST4	1.045035343
+MUC6	1.044843144
+TRAV9-2	1.044804972
+PRKDC	1.044540063
+GAPDHP71	1.044384381
+DLGAP1-AS3	1.044299253
+KRT18P61	1.044299253
+DM1-AS	1.044288742
+DFFBP1	1.044074169
+SGO1-AS1	1.044036877
+ARF4P1	1.043985454
+ARRDC5	1.043868473
+BARD1	1.043865455
+ANKRD7	1.043853284
+KCTD13	1.043825608
+RNA5SP383	1.043739172
+BRWD3	1.043553933
+MIR106B	1.043544664
+CCDC24	1.043522718
+CHORDC1	1.04340662
+MIR4697HG	1.043120934
+LINC00449	1.043072576
+NUP50-AS1	1.042529101
+CLCNKA	1.042462013
+MIR4755	1.042397354
+CNOT6LP1	1.042389829
+HNRNPCP7	1.042337634
+PPP1R1A	1.042146731
+ZNF593	1.042030731
+COA4	1.042007497
+TRIM6	1.041946326
+SLC22A31	1.041682647
+DNLZ	1.041501682
+NANOGP7	1.041313872
+INE1	1.041139821
+SMIM37	1.040731018
+IGF2BP2	1.040510303
+RNU6-1098P	1.04033273
+RASSF6	1.040054463
+OR56B4	1.039982126
+MAP1A	1.039797336
+GRAMD2B	1.039781838
+RNU6-1262P	1.039759433
+FAM3C2	1.039357672
+OTOF	1.039125828
+METTL27	1.038893248
+RBM20	1.038589037
+ZNF793	1.038327827
+CECR3	1.038018276
+RNU6-298P	1.037872252
+SPINK9	1.037808683
+OR7E7P	1.037785598
+FHOD3	1.037649546
+GART	1.037495221
+ADH4	1.037338171
+GYG1P1	1.036719642
+RPS26P15	1.036612236
+KRT18P28	1.036422721
+SLC30A2	1.036421905
+RNY1P13	1.03628088
+TMEM200C	1.036124215
+KCNB1	1.036110945
+KRT7-AS	1.03589642
+METTL18	1.035878649
+FAAHP1	1.035738845
+DHRS2	1.035670695
+RN7SL113P	1.035636532
+CEP152	1.035427265
+SMIM17	1.035328221
+HNRNPA1P16	1.035111971
+PTMAP8	1.035034052
+RPL7P22	1.035000739
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+RPLP0P6	1.03488047
+PARD6G-AS1	1.034686091
+LAG3	1.033764202
+PSMG4	1.033605322
+MCMDC2	1.033516301
+IGKV7-3	1.033450737
+MRGBP	1.033404092
+NUCKS1P1	1.033344939
+RPL21P13	1.033344939
+SRD5A3P1	1.033344939
+OR7C1	1.033316935
+RN7SL771P	1.033214878
+ATP1B4	1.033171145
+MIR4685	1.033142345
+MSGN1	1.03285358
+MIR708	1.03285358
+RPL26P34	1.03285358
+LINC01343	1.03285358
+LINC02546	1.03285358
+BOLA3P2	1.03285358
+FAM74A7	1.032588853
+RBL1	1.032522233
+SS18L1	1.032438546
+LINC02031	1.031868912
+DKC1	1.031845903
+BACE2	1.031569772
+MIR30C1	1.031281837
+IKZF2	1.03122212
+RPS12P27	1.031038008
+TRBV12-5	1.030815725
+RPL10P14	1.030711342
+TWNK	1.030654127
+SLC27A5	1.030650808
+NPIPB9	1.030369921
+SORD	1.030232418
+C9orf62	1.029945072
+CALU	1.029843465
+CTBP1-AS	1.029753872
+ZNF783	1.029359874
+ZNF726	1.029195549
+RPL29P11	1.029033282
+UAP1	1.028877137
+JAK3	1.02882628
+CHRD	1.028802326
+GORAB	1.02853001
+ZC3H12D	1.028469948
+XRCC6P4	1.028083172
+SNHG25	1.028029784
+RPL23AP49	1.027979079
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+PGF	1.026991247
+RPL7AP4	1.026861227
+RDH5	1.02652929
+RN7SKP275	1.026023082
+CDH12P4	1.025936302
+INTS8	1.025775651
+AMACR	1.025359219
+ADAT2	1.025352523
+SPDYC	1.025150376
+FAM86EP	1.025107274
+AVIL	1.025069359
+C2orf27A	1.024874164
+EEF1DP1	1.024845632
+MYO15A	1.024812176
+CFHR3	1.024672837
+NID2	1.024414652
+CHRDL2	1.024110698
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+GEMIN6	1.023927249
+GRIK5	1.023907807
+DBN1	1.02390454
+LINC02405	1.023598921
+NPIPB15	1.023454242
+GTF2H2	1.022510102
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+NRP2	1.022146447
+FSCN1	1.022113624
+TOMM22P5	1.022000337
+TTR	1.02199417
+CELP	1.021959989
+MRE11P1	1.02190988
+HYLS1	1.021729149
+SELENOKP1	1.021706775
+LEKR1	1.021519727
+CLIC1P1	1.021514814
+DMRT2	1.021482844
+PAK1IP1	1.02120998
+EFHC1	1.021139161
+HYOU1	1.021077806
+TOPBP1	1.020732367
+RPS3AP40	1.020651539
+RPS27AP6	1.020551704
+NCR3LG1	1.020506004
+MARK1	1.020416766
+MME-AS1	1.020405752
+TOX4P1	1.020192091
+EIF1P5	1.020000573
+CRIP1P4	1.019838353
+HRASLS2	1.01957816
+EIF3LP3	1.019509872
+PRR13P2	1.019382494
+CRYBA1	1.019296744
+DNAH17-AS1	1.019292971
+RNU6-1329P	1.018878895
+MRPL52	1.018725989
+MT-TY	1.018526075
+NR2C2AP	1.01851648
+RNU1-151P	1.018508306
+MYSM1	1.018314166
+KRT8P35	1.018305
+PBX2P1	1.018178463
+SLC25A1P5	1.01815156
+NABP1	1.017995596
+IL21-AS1	1.017916037
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+RPL7P47	1.017390273
+HTD2	1.016853113
+RAB11FIP1P1	1.016851561
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+ZNF93	1.016533562
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+MIR7848	1.01634523
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+SPACA3	1.016084173
+LMNTD1	1.015947205
+NBPF17P	1.015937997
+SP2-AS1	1.015717035
+MRPS24	1.015709205
+COL6A3	1.015570731
+CIDEA	1.01536909
+CRLF2	1.015137454
+RNA5SP221	1.015105374
+HADHAP1	1.01497908
+ZNF681	1.014700963
+RPL7P13	1.014198378
+CYC1	1.014105923
+SMC4	1.014025235
+RN7SL15P	1.013957718
+RPL30P11	1.013956293
+CHCHD2P6	1.013415062
+CHEK2	1.013411157
+TGFA	1.013142981
+CLNK	1.012742792
+RNU6-48P	1.012642283
+IGHV3-19	1.012159448
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+LINC01952	1.011674054
+GPAT3	1.011666119
+DTX2P1	1.011198041
+LINC01481	1.010650236
+RNU1-22P	1.010234986
+SERHL2	1.010180212
+ACTL6A	1.010148723
+RN7SL165P	1.01003483
+ZSCAN10	1.00975879
+THOC1	1.009602382
+RPL37P15	1.009363374
+MIR6812	1.009363374
+C9orf135	1.009224164
+TAS2R10	1.009057321
+RPL6P25	1.008961443
+CCT3	1.008813116
+ZNF587	1.008528166
+TMEM223	1.008218446
+RNU6-343P	1.008069474
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+GEMIN7-AS1	1.007399927
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+HHIPL1	1.006019356
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+HP	1.00567132
+ZFX-AS1	1.005669366
+EXOC5P1	1.005615334
+SDHAF4	1.004773621
+LINC01252	1.004653296
+FLVCR1-AS1	1.004568854
+MDH1B	1.004427854
+PDCD5P1	1.004195635
+FAM239C	1.004062376
+RNA5SP151	1.003990293
+RTEL1	1.003925962
+SLC13A4	1.003702908
+UBOX5-AS1	1.003682051
+MTND2P5	1.003582796
+KRT8P46	1.003551675
+GGCT	1.003461749
+NEUROD1	1.003383645
+MIR3685	1.003204327
+MTRNR2L4	1.003068454
+SLC9A2	1.002924369
+VTI1BP1	1.001983116
+DSN1	1.001463376
+IGLV1-51	1.000985027
+GPR75	1.00094732
+XPOT	1.000936667
+PRIM1	1.000828333
+DPP9-AS1	1.000645888
+PRSS37	1.000421444
+CPB2-AS1	1.000361691
+SEPT4-AS1	1.000272676
+RNU6-633P	1.000248317
+IGHV3-43	1.000160495
+INTS6L	1.000133075
+MEIS1-AS2	0.999572027
+ROPN1L	0.999488762
+GMDS-AS1	0.9990734
+NSRP1P1	0.998988907
+ZNF736	0.998900259
+AGAP5	0.998801131
+CCDC184	0.998578775
+ELOCP19	0.998191197
+CHST5	0.998078317
+ENTPD7	0.998040082
+PPIAP44	0.997866231
+NMD3P1	0.997699447
+ARMCX7P	0.997197019
+SPRN	0.997068477
+SAAL1	0.996922723
+C4orf47	0.996609393
+SHISAL2A	0.996519385
+CPD	0.996496145
+HNRNPA1P60	0.996492841
+OXCT2	0.996141978
+CCL22	0.995124163
+DNAH12	0.994719445
+HSPA8P14	0.994617935
+TIPRL	0.994581598
+MIR101-2	0.994508263
+RNU6-455P	0.994508263
+TRAJ54	0.994508263
+MIR1972-2	0.994508263
+RNU7-193P	0.994508263
+RNU6-1234P	0.994508263
+ALG6	0.994367431
+OR2K2	0.994192991
+FAM208B	0.993747209
+AKR1B1P7	0.993734012
+USP8P1	0.993181108
+SMC2	0.992894494
+C1orf131	0.992353452
+CBLN1	0.992035657
+RN7SL376P	0.991985632
+FAM205C	0.99188403
+CHKB-AS1	0.991702044
+RPL8	0.991262805
+SELENOH	0.991036939
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+COL4A3	-1.916876392
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+SYBU	-1.917854387
+HCK	-1.918050686
+ACSM2B	-1.918906638
+MFSD2A	-1.919750974
+GABARAPL1	-1.919850551
+PCYOX1	-1.921157639
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+DNAJC5B	-1.925153116
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+PREX1	-1.931226286
+C11orf96	-1.932205938
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+MTAPP2	-1.93409211
+PRKD1	-1.935868137
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+PCDHGB6	-1.940406414
+HEG1	-1.940689439
+SCTR	-1.941071544
+SYCE1	-1.941509135
+SIRPB2	-1.941583988
+KLF6	-1.942218728
+SECISBP2L	-1.943014877
+SERPINF2	-1.944827382
+CD74	-1.946478416
+KLF4	-1.947015302
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+PPARG	-1.957635009
+CTDSPL	-1.957802533
+APOA5	-1.958601104
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+WDR82P2	-1.96140748
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+PRL	-1.972819572
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+TAC1	-1.97426711
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+PLLP	-1.9765106
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+RN7SL592P	-1.985534063
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+BANK1	-1.986460686
+ARHGAP44	-1.986730313
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+HHIP-AS1	-1.988791934
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+HPGDS	-1.994668462
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+COLEC12	-1.996349314
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+ITPRIP	-2.00745771
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+RNASE1	-2.010838064
+GP2	-2.012097338
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+DIO3	-2.013211359
+USP44	-2.01332617
+TEX14	-2.013635572
+HOXA4	-2.014225626
+MS4A7	-2.014603567
+NTM-IT	-2.014941084
+MRPS17P3	-2.014941084
+CCBE1	-2.016024256
+TPSB2	-2.01605409
+STOM	-2.016971751
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+TPPP	-2.020465561
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+F8	-2.024795475
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+P2RX2	-2.027349786
+BMX	-2.027447253
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+CYP1A1	-2.032976623
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+ITIH3	-2.036177185
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+HCAR2	-2.041054004
+ITGAX	-2.04143089
+NEDD9	-2.041699729
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+FGG	-2.059641025
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+RPS6KA2	-2.066177776
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+RALYL	-2.080415874
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+DUXAP4	-2.090077378
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+L1TD1	-2.093311361
+MIR602	-2.093321947
+PNMA6E	-2.093321947
+CLEC9A	-2.093408244
+KANK2	-2.093673844
+HLA-DOA	-2.097777737
+MALRD1	-2.10001281
+FAM187B2P	-2.100092903
+PRKCE	-2.100617134
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+VSTM4	-2.104401469
+IGLV4-3	-2.106400102
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+ADTRP	-2.107851181
+SIGLEC1	-2.108079333
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+FOSB	-2.111975185
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+DNM1P31	-2.114352731
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+NUPR2	-2.11800484
+NOTCH4	-2.118058745
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+MYL9	-2.118792947
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+ATP8A2	-2.120097475
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+KLRF1	-2.121563235
+CITED2	-2.12176843
+LMO7	-2.122737233
+CPED1	-2.124992665
+C12orf49	-2.125328601
+SH2D1B	-2.127620548
+SYNC	-2.128836542
+PALD1	-2.130372552
+PKDCC	-2.130540294
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+SMIM10L2B	-2.133085377
+AICDA	-2.134049042
+MDGA1	-2.134088789
+GKN1	-2.134244633
+FRG2KP	-2.134244633
+MIR4999	-2.134244633
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+HORMAD2-AS1	-2.13864967
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+LDLR	-2.144768282
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+KLB	-2.146120705
+PLIN2	-2.14656714
+GALNT5	-2.148292992
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+GIMAP3P	-2.150989343
+FGF2	-2.151398527
+PDLIM2	-2.151904421
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+PROS1	-2.153017577
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+TMEM64	-2.153597802
+MIR5580	-2.154121455
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+RCAN2	-2.155684646
+KCNIP1	-2.159245036
+CPM	-2.159759109
+HPCAL1	-2.161304295
+GYPC	-2.161553251
+PGPEP1L	-2.162245721
+PDYN	-2.163357869
+FRAS1	-2.164662642
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+TSLP	-2.165830783
+SIGLEC14	-2.167133613
+4-Sep	-2.167534072
+TNS2	-2.170150792
+LBX1-AS1	-2.170154316
+WNT7A	-2.170274397
+LINC01104	-2.173187007
+RANBP3L	-2.175799774
+IL3RA	-2.176425477
+MVB12B	-2.177194608
+DKK2	-2.181175762
+AQP9	-2.181375286
+DUOXA1	-2.182995175
+KLF2	-2.188000743
+TRBV10-1	-2.188235244
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+TBX5	-2.19222218
+RNU6-760P	-2.192282496
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+MFNG	-2.196540475
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+APOBEC3AP1	-2.205983338
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+FRMD3	-2.210047043
+C1orf137	-2.211192098
+GIMAP6	-2.212121486
+KRT84	-2.212144143
+GPR101	-2.212144143
+RBMY2HP	-2.212144143
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+FRY	-2.21377627
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+CFP	-2.219439754
+MME	-2.21960945
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+SLC9A3P1	-2.220485473
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+SLC11A1	-2.248141317
+LMOD1	-2.250201026
+ALDH1A2	-2.251288473
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+AHNAK	-2.252142533
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+SCN10A	-2.25299104
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+HLA-DPA1	-2.253703455
+GREM2	-2.254804755
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+AXIN2	-2.255576655
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+CD207	-2.257670643
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+CCK	-2.260551668
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+FMR1NB	-2.261939429
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+PPP1R1B	-2.262107772
+GPBAR1	-2.2621217
+HOXA5	-2.262380004
+TMEM88	-2.262575926
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+LAMA3	-2.263643419
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+FKBP5	-2.265002301
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+SOD3	-2.269716391
+KRTAP9-6	-2.27020634
+OR7E157P	-2.27020634
+RN7SL864P	-2.27020634
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+KCNK3	-2.270745852
+NKD2	-2.270768372
+SPDYE16	-2.2709167
+TDRD9	-2.273814726
+DOK2	-2.274570171
+C3orf36	-2.274668215
+SOST	-2.27540864
+PLCXD3	-2.275428093
+JCAD	-2.27876928
+LINC00840	-2.280570177
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+DEFA4	-2.282156854
+TNNI2	-2.282589009
+SYT15	-2.28267726
+DPYSL2	-2.284419607
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+TGFBR2	-2.287223944
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+CAMK2A	-2.293584513
+LEPR	-2.295011525
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+CD37	-2.312894939
+GRIK4	-2.312969993
+GATA6	-2.313986219
+M1AP	-2.314683903
+ALOX5AP	-2.314869791
+SSTR1	-2.315576816
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+MRC1	-2.341978393
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+OR8T1P	-2.363762932
+NCMAP	-2.36390882
+RNU6-164P	-2.364199818
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+LINC02289	-2.367250214
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+C1orf198	-2.37070048
+PRELP	-2.371008746
+DCLRE1CP1	-2.37124179
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+FGF10	-2.379221075
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+KANK4	-2.383716395
+TEK	-2.384948965
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+BET1P1	-2.397036946
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+OASL	-2.400247911
+LTBP4	-2.400981883
+PHYHD1	-2.401228952
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+RNU6-163P	-2.404222965
+FABP5	-2.405199843
+ULK4P1	-2.406644135
+FGFR2	-2.411090035
+PTPRD-AS1	-2.411375553
+IL33	-2.411406136
+TRGC2	-2.414195821
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+ADGRL3	-2.419458617
+FGD5	-2.419815461
+PARAL1	-2.420509316
+SEMA5A	-2.422891825
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+LINC01165	-2.436678159
+CRH	-2.437494037
+PCDH10	-2.437775285
+LINC02106	-2.440441935
+ACR	-2.441824723
+C5orf38	-2.442908138
+LINC02038	-2.443199531
+MMRN2	-2.443220481
+MYBPHL	-2.444115026
+TRPV2	-2.447339528
+CCL24	-2.448462793
+CEACAM21	-2.450566091
+GIMAP1	-2.450789612
+METTL21C	-2.453355612
+NBPF7	-2.454804094
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+LHX9	-2.464655718
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+FCAR	-2.465156915
+TUBB1	-2.466923952
+VSIG2	-2.466955353
+SVEP1	-2.467345762
+TIMP3	-2.467917243
+OVCH2	-2.469328203
+LINC02278	-2.469970143
+DPEP2NB	-2.469970143
+LINC01354	-2.472289293
+MEOX2-AS1	-2.472630177
+SLC10A2	-2.474202216
+TRGVA	-2.478689485
+KCNQ1DN	-2.47966534
+PCAT19	-2.479931302
+CASR	-2.480813053
+SRL	-2.48205784
+GATA6-AS1	-2.48444498
+OLFML2A	-2.484917133
+APOC1	-2.485383001
+RNU1-129P	-2.486918363
+FREM1	-2.487317654
+ENG	-2.487865123
+DUSP1	-2.48810881
+RNF144B	-2.488789795
+AGBL1	-2.490045725
+SNTG1	-2.49026039
+RGS6	-2.491903651
+NOSTRIN	-2.49208972
+FXYD6	-2.49514584
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+STAC	-2.500473419
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+OOEP	-2.507849424
+KRT1	-2.50788837
+LINC01925	-2.508653509
+GRAMD2A	-2.509963992
+TBC1D26	-2.510272907
+PEAK3	-2.512908015
+MOGAT1	-2.516381113
+USHBP1	-2.517317201
+ASPA	-2.5192905
+LIMCH1	-2.521487937
+IL7R	-2.522916514
+ALOX15B	-2.524440645
+OR1F2P	-2.525441656
+KCNK17	-2.528042864
+FBLL1	-2.528724816
+LINC02269	-2.529980478
+CTSG	-2.530588538
+HLA-DQA2	-2.53643579
+LDB2	-2.53667385
+LINC01069	-2.537023599
+LINC01526	-2.538140983
+CALCRL	-2.539936523
+LINC00374	-2.542196927
+FAM66E	-2.544277578
+COL4A4	-2.548733814
+RADIL	-2.549371605
+MIR8089	-2.550466005
+ABI3BP	-2.552197866
+NRGN	-2.552292033
+ADAMTSL4	-2.553737463
+HNRNPDLP4	-2.553880127
+GADD45B	-2.554653775
+ACE	-2.557380543
+KLHL33	-2.558573901
+CAV2	-2.55894226
+MYMK	-2.559984588
+CSRNP1	-2.561620276
+HS3ST5	-2.56182368
+CCT8P1	-2.562984243
+UGT2A3P7	-2.565134932
+IL20RA	-2.565879332
+LINC01811	-2.566897365
+NDST1-AS1	-2.568849031
+LILRA2	-2.569000881
+PLAC9	-2.570187223
+GLIPR2	-2.57125408
+NLRC4	-2.572146591
+PCDHGB5	-2.572679995
+NPNT	-2.572764202
+SLC15A3	-2.574356602
+GRID2	-2.574519121
+PRR9	-2.575129951
+C1orf115	-2.585573633
+RBP2	-2.587686418
+FABP5P11	-2.589862476
+EPGN	-2.590415146
+AHSP	-2.591005867
+FILIP1	-2.591262607
+TBX2	-2.599800565
+AKAP4	-2.599874698
+TARM1	-2.599874698
+TXNIP	-2.600213235
+C7	-2.601284267
+CAT	-2.601594891
+AQP1	-2.603576897
+SNRPCP6	-2.60380324
+VWFP1	-2.605839426
+PTPN21	-2.605863021
+SCGB3A2	-2.605952473
+ARHGEF15	-2.611070819
+CXCR1	-2.611558626
+SLIT3	-2.619246489
+FABP3	-2.619890982
+VWF	-2.621496157
+MIR3193	-2.622085041
+EFEMP1	-2.623438367
+SIGLEC5	-2.624560016
+LINC00607	-2.627006071
+TMEM255A	-2.627993977
+SLC22A10	-2.628821412
+CADM2	-2.63040134
+RNU6-917P	-2.631138717
+ADGRL2	-2.632297925
+PTH1R	-2.633323258
+NTRK2	-2.633982471
+STARD8	-2.634082164
+LINC02199	-2.634194034
+C5orf67	-2.6382928
+PCDHA12	-2.638742852
+RPH3A	-2.639092903
+RAI2	-2.639513959
+IL17D	-2.640376092
+SIGLEC17P	-2.642482266
+IL6	-2.644368703
+CTNND2	-2.644383433
+LRRC32	-2.645647155
+SIGLEC18P	-2.649614814
+PCDHGB7	-2.650501646
+LSP1P2	-2.654900223
+F11-AS1	-2.655286589
+CPA3	-2.655601555
+PCDH11Y	-2.659893024
+PROS2P	-2.660730999
+ARHGAP31	-2.66291886
+APOH	-2.66417615
+IMPA1P1	-2.666783035
+HSPE1P23	-2.668088515
+ANXA3	-2.670266562
+TMOD1	-2.670293252
+CFD	-2.672793311
+HEMGN	-2.67674076
+LINC01954	-2.677866919
+LINC00702	-2.678894909
+CRYAB	-2.680348335
+LINC01282	-2.680556378
+FAT3	-2.680630451
+HLA-DRB6	-2.68165222
+SH2D4B	-2.681895617
+ERVE-1	-2.683813517
+FIBIN	-2.684486388
+LINC01331	-2.687061692
+CASQ2	-2.687103672
+CD300C	-2.687513827
+PAQR5	-2.687575179
+NTRK3-AS1	-2.687978228
+MAP1LC3C	-2.688199928
+PKNOX2-AS1	-2.689939297
+ITM2A	-2.692327506
+LHFPL3	-2.693572083
+SLC24A3	-2.698399538
+NLRP8	-2.699476955
+APOBR	-2.701406533
+ARHGAP6	-2.702515335
+HSPA12B	-2.70337985
+TSC22D3	-2.70418042
+SPNS2	-2.710333771
+CXCR2	-2.71121806
+KIR2DL1	-2.712025225
+GGTLC2	-2.712723021
+PTCHD3	-2.715130293
+FGFR4	-2.72286019
+CASS4	-2.724652397
+ENPP6	-2.726114976
+SEC14L4	-2.727698405
+MPIG6B	-2.729921415
+RPS17P1	-2.731957719
+LILRP1	-2.733758675
+LINC00211	-2.736213492
+C8orf34-AS1	-2.738125886
+CHRDL1	-2.738651577
+SLC22A2	-2.739620309
+TMIGD1	-2.744621238
+NBPF21P	-2.744621238
+PECAM1	-2.745256857
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+MIR4717	-2.74900072
+POM121L4P	-2.749047856
+SLIT2	-2.75044539
+TBX5-AS1	-2.750946431
+PLPPR5	-2.751571411
+CCDC54	-2.753277085
+CD52	-2.753744077
+PRSS35	-2.755033817
+LINC01616	-2.761340031
+NPR3	-2.765759086
+RN7SL802P	-2.766153368
+FLRT3	-2.767479237
+ACSS3	-2.769861908
+SLC36A2	-2.770147695
+SULT1B1	-2.770917214
+NEUROG3	-2.773734045
+ERP27	-2.773933017
+LINC00670	-2.774688096
+COLGALT2	-2.775293959
+ZDHHC19	-2.77558615
+RBMY1KP	-2.777152805
+ALOX5	-2.778444321
+LIN7A	-2.779974452
+MUSK	-2.780016936
+ANXA8L1	-2.780320694
+ANOS1	-2.78462246
+HPSE2	-2.786084581
+ATP1A2	-2.787058328
+CGNL1	-2.788380196
+SSMEM1	-2.789491928
+SELENOP	-2.790492727
+TRGC1	-2.791761085
+GALR1	-2.792497558
+HSPB6	-2.793340533
+HPGD	-2.793816188
+HLF	-2.794144277
+FBP1	-2.795863508
+HMGCS2	-2.796093817
+ROBO2	-2.797244025
+PDZD2	-2.79733509
+RD3	-2.799613588
+RNU1-61P	-2.800154712
+KIAA1324L	-2.800515647
+LIPN	-2.802193271
+HLA-V	-2.805115648
+TARID	-2.806214154
+TBX2-AS1	-2.80682496
+SH2D3C	-2.807609324
+LINC01738	-2.810995167
+MAOA	-2.813754579
+PIP5K1B	-2.815097962
+GIMAP8	-2.816343463
+UNC45B	-2.817744705
+WFDC1	-2.820812387
+DUSP26	-2.82298365
+TMEM132C	-2.824334802
+SEMA6D	-2.824436218
+MAS1L	-2.828006895
+ZBED2	-2.828650973
+PPP1R14A	-2.830419685
+VN1R20P	-2.831469301
+KRT18P27	-2.831537673
+ROBO4	-2.832249084
+CLEC14A	-2.832678933
+ZCCHC12	-2.835049856
+NPY4R2	-2.835230113
+SHROOM4	-2.838975292
+HSPB8	-2.839616274
+TCEAL2	-2.839920336
+DYTN	-2.841319557
+TNXB	-2.841917491
+ACVRL1	-2.843949436
+LINC00504	-2.848378868
+HRASLS5	-2.849564504
+SYNDIG1L	-2.850460339
+MTDHP3	-2.851902707
+SLC5A8	-2.853795154
+SOX17	-2.85546417
+MINOS1P3	-2.860615266
+ZNF366	-2.862791391
+SIGLEC16	-2.864014285
+HYAL1	-2.864026656
+NKD1	-2.864044461
+ABCA8	-2.865179738
+CHIT1	-2.872746007
+CTXND1	-2.875037381
+HID1-AS1	-2.878530869
+HBD	-2.879031628
+DPP6	-2.879780533
+LRRN3	-2.880259343
+C8B	-2.880777564
+C1QTNF7	-2.882853437
+APOA1	-2.883186541
+SCN7A	-2.883269484
+DEFB4A	-2.883697745
+LAMP3	-2.883815967
+TNS1	-2.886136404
+DPEP2	-2.890198644
+MAL	-2.890502682
+MYH2	-2.892821803
+CFTR-AS1	-2.892976659
+PTGDS	-2.893312778
+DACH1	-2.897699658
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+RXFP1	-2.902064593
+MAG	-2.902385996
+MSR1	-2.904608463
+ACP5	-2.905701168
+NDNF	-2.906858459
+GLP1R	-2.907286029
+PTPN5	-2.90920227
+ARHGEF26	-2.912650364
+FAM162B	-2.9168369
+LINC00437	-2.917087086
+C6orf229	-2.917091804
+ESAM	-2.919572238
+TMEM204	-2.92169957
+CRTAC1	-2.924359939
+GATA5	-2.930893602
+LGALSL	-2.930953894
+LY6G6F	-2.934732007
+SLC39A8	-2.941435868
+GRK5	-2.943932249
+C14orf132	-2.946665462
+SMIM25	-2.95434238
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+MACROD2	-2.9561259
+SLC14A1	-2.962095928
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+BDNF	-2.966671537
+ANKRD34C	-2.968867898
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+CA3	-2.976781524
+CDH9	-2.980400867
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+EMP2	-2.983863073
+RPL23AP41	-2.984587204
+ACTN2	-2.986108083
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+KCNT2	-2.989591861
+KANK3	-2.991735095
+SLCO2A1	-2.99371984
+PVALB	-2.995487251
+FGR	-2.995942893
+A2M	-3.000086294
+CFTR	-3.00270701
+DCSTAMP	-3.003758873
+HELT	-3.005046227
+SLC27A6	-3.006705465
+FBLN5	-3.015979113
+STX11	-3.016364205
+LEFTY2	-3.019531111
+OR10V3P	-3.023442218
+IGFBP1	-3.023910256
+LINC00656	-3.023941637
+ATP6V0D2	-3.026966339
+OLR1	-3.027783297
+GPR146	-3.028491773
+LINC01310	-3.030365459
+TTTY16	-3.030909527
+CDH19	-3.031162283
+ATOH8	-3.031771201
+SBSPON	-3.032253587
+PLA2G12B	-3.032775391
+LINC01736	-3.033409633
+VSX2	-3.036045264
+SCNN1G	-3.036619269
+ITLN1	-3.040047083
+LINC01785	-3.042496775
+FAM183DP	-3.045561679
+PRSS41	-3.045911439
+RNU4-35P	-3.04606215
+ABCA3	-3.046561078
+PLAC9P1	-3.048873564
+ALKAL2	-3.051098283
+ITGA8	-3.054712721
+OR6K4P	-3.057563989
+CX3CR1	-3.059901381
+SPAAR	-3.061197735
+RERGL	-3.064540543
+KLF15	-3.066104795
+ANGPT1	-3.066400806
+DPPA3P2	-3.067174126
+KCNJ15	-3.067990222
+CYP4B1	-3.070687902
+PRAM1	-3.071474639
+OR2S1P	-3.074278985
+COX6B1P4	-3.079834635
+RGN	-3.080415541
+TGFBR3	-3.082886984
+ARC	-3.092448634
+SOX7	-3.093821885
+ADAMTSL3	-3.094053064
+VSIG4	-3.099967407
+ID4	-3.102871806
+HTT-AS	-3.104271085
+HSD17B13	-3.106747649
+MAOB	-3.108862156
+SULT1C4	-3.113844003
+LPL	-3.114883759
+AFF2	-3.119808189
+KLHL40	-3.124507221
+DNAAF4-CCPG1	-3.125323172
+KCNA5	-3.129400733
+C20orf202	-3.134725793
+DUXA	-3.140152815
+FPR1	-3.140819037
+STXBP6	-3.142141885
+SLC26A3	-3.143567495
+RN7SL261P	-3.14534253
+AGTR2	-3.150319928
+LINC01081	-3.15044865
+C4BPA	-3.150613637
+KLF17	-3.151376093
+RAMP2	-3.152012594
+KCNJ5	-3.154089107
+RBP4	-3.157623727
+NXPH3	-3.16059561
+LIMS2	-3.161897002
+ACADL	-3.16300874
+AGRP	-3.163608865
+PNLIP	-3.168311596
+LINC01863	-3.169248512
+FXYD1	-3.16940769
+NECAB1	-3.170526123
+EMCN	-3.175126666
+NXF3	-3.178274797
+SLC6A13	-3.179363116
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+OTC	-3.182616797
+NMUR1	-3.184924005
+LINC01827	-3.185353368
+CDH5	-3.189431326
+SLC17A8	-3.191471174
+GLDN	-3.192930967
+GSTM5	-3.194597318
+SPN	-3.195190563
+MASP1	-3.197485932
+VWC2	-3.200131848
+PF4	-3.209694406
+LRP2	-3.20994203
+STK19B	-3.210939391
+OR6K5P	-3.211438708
+NIM1K	-3.218892873
+SERTM2	-3.222928002
+FOXF1	-3.226530427
+LINC01645	-3.232260344
+LRRC2	-3.237819368
+DNASE1L3	-3.238819818
+MUC7	-3.239985473
+F2RL3	-3.244024321
+CST5	-3.245792768
+FHL5	-3.249926759
+GPX3	-3.25179922
+LANCL1-AS1	-3.254000891
+CDH10	-3.256467349
+SPATA19	-3.26116463
+PRKG2	-3.26161008
+LYVE1	-3.26168383
+KCNV1	-3.267248365
+TMEM114	-3.277143409
+LRRC36	-3.277779345
+INMT-MINDY4	-3.277875762
+SLCO4C1	-3.280701619
+ART4	-3.283906134
+SCN4B	-3.287211356
+SLC30A8	-3.288819822
+C2orf91	-3.291726093
+FHL1	-3.29259548
+BMP5	-3.293472746
+CASP12	-3.297170093
+EFCC1	-3.300740113
+HLX-AS1	-3.301084735
+GPC5	-3.302951843
+FRMPD4	-3.306032551
+SLCO1A2	-3.311634743
+IGSF10	-3.316356206
+EXD1	-3.317075531
+LINC01671	-3.31792218
+COX4I2	-3.318507321
+PGM5P4	-3.323848515
+NRG3	-3.327019323
+CFC1	-3.334455016
+CARTPT	-3.337023605
+SLC1A1	-3.349600422
+CYP27A1	-3.349641096
+KIR3DL1	-3.35124875
+GGTLC3	-3.359114406
+PTCRA	-3.359843832
+GAL3ST3	-3.361190349
+LINC00443	-3.361841549
+AARD	-3.362811742
+SEMA3E	-3.363249767
+LINC01169	-3.368367853
+KHDRBS2	-3.369463062
+COL6A6	-3.371898226
+SIRPB1	-3.372106398
+MGAT3	-3.372426452
+COL6A5	-3.376237983
+NPR1	-3.383679083
+G6PC2	-3.385425293
+IL1RL1	-3.386665089
+CHIAP1	-3.391811068
+CNR1	-3.396340355
+SPA17P1	-3.407018996
+SUSD2	-3.409219715
+RETN	-3.409224015
+BTNL8	-3.413286831
+HSPB2-C11orf52	-3.413474735
+TSPAN7	-3.416633875
+ZNF385B	-3.422736259
+DCC	-3.429516256
+LINC01936	-3.430978918
+NCKAP5	-3.443636579
+UGT2A3	-3.444802815
+LINC00332	-3.450275119
+LINC01093	-3.457658764
+SCUBE1	-3.45987654
+LINC01447	-3.465759444
+RPL10P11	-3.470145671
+VEPH1	-3.483166561
+CHI3L2	-3.483515923
+GIMAP1-GIMAP5	-3.487019844
+GFI1B	-3.488468537
+EPAS1	-3.490961352
+JPH4	-3.49739754
+GPRIN2	-3.498635091
+DUSP27	-3.50354345
+ADH1B	-3.506961818
+HAND1	-3.507766856
+ST8SIA6	-3.509974541
+LHFPL3-AS2	-3.513098758
+OSCAR	-3.513199229
+GYPE	-3.518122197
+CMTM5	-3.525921427
+LINC01166	-3.528848771
+ASCL4	-3.534111318
+TBX4	-3.534316473
+FAM46B	-3.535433185
+DGKK	-3.540028376
+CCDC141	-3.541682221
+KRTAP13-2	-3.542635178
+ADAMTS7P3	-3.551372408
+FGFBP2	-3.556191699
+CABP5	-3.55939567
+PIK3C2G	-3.559671177
+LINC00891	-3.573795902
+CSF3	-3.581241624
+C7orf77	-3.592167411
+CA2	-3.5939186
+GPC3	-3.604616482
+BTNL9	-3.612231459
+RSPO1	-3.612333813
+LY6G6E	-3.61541365
+DEFA6	-3.626158887
+CDO1	-3.627940556
+PRG4	-3.633671894
+KL	-3.652213069
+FMO2	-3.654670006
+S1PR1	-3.657314687
+AQP4	-3.668451128
+TRGJP2	-3.681073449
+RNU6-911P	-3.690012985
+HSPB3	-3.690143832
+OVCH1	-3.690733659
+ADRA1B	-3.69138729
+GHSR	-3.706878699
+FAM189A2	-3.708142765
+BMPER	-3.715843355
+ST13P20	-3.717109163
+PEBP4	-3.721069364
+CRNN	-3.729931073
+SERPIND1	-3.741986723
+HBG2	-3.742170281
+GDF10	-3.743889886
+NTNG1	-3.757347368
+NOS1	-3.778052786
+RNU6-967P	-3.778089738
+SYNPO2L	-3.778646806
+PNMT	-3.793710386
+HMGCLL1	-3.798212427
+PRSS33	-3.800704811
+LRTM2	-3.80187578
+AOC3	-3.809014572
+KRT79	-3.809072478
+AGTR1	-3.812056592
+SH3GL3	-3.821312664
+MAMDC2	-3.823151443
+BTNL3	-3.82554862
+GPA33	-3.826685097
+CLIC5	-3.840045488
+VGLL1	-3.845659022
+NPY	-3.854442066
+KLK7	-3.856442002
+TKTL1	-3.85696038
+CD36	-3.868200194
+TMEM139	-3.877659874
+F11	-3.878063677
+ADGRE3	-3.884498744
+LINC01612	-3.889350556
+FPR2	-3.894617363
+HHIP	-3.898328108
+SERPINA9	-3.902634935
+MGAT3-AS1	-3.908538334
+RAMP3	-3.914539719
+DEPP1	-3.917124361
+CTSLP8	-3.922176327
+SEMA3G	-3.924865346
+HIGD1B	-3.943085865
+GP9	-3.94601291
+MYOZ1	-3.949792388
+GXYLT1P4	-3.954311678
+CLDN5	-3.959556308
+CPXCR1	-3.960093377
+SP7	-3.961409202
+ADRB2	-3.965718802
+MT1JP	-3.967083424
+SCGB1A1	-3.967992061
+HBM	-3.979850244
+PDK4	-3.984411126
+FENDRR	-3.985706774
+SEC14L3	-3.986447837
+OR10A3	-4.004492184
+ADRA1A	-4.004848192
+OR6K3	-4.01078972
+LINC02518	-4.012960954
+HSD17B6	-4.016310905
+MIR596	-4.024100584
+MFAP4	-4.033085686
+OR8G5	-4.037935385
+RS1	-4.038342188
+LINC01070	-4.040157541
+LINC02555	-4.043008435
+PCDH15	-4.046134864
+MS4A15	-4.048098398
+PTPRQ	-4.049540155
+SGCA	-4.085094432
+RNU5E-8P	-4.091208182
+RASGRF1	-4.092027014
+LINC00968	-4.098358467
+MED28P8	-4.100049898
+SMAD6	-4.120561547
+RGCC	-4.130312907
+CD101	-4.144025712
+MIR3945HG	-4.15131533
+RTKN2	-4.152895206
+MAPK8IP1P1	-4.154495797
+LINC02471	-4.167857495
+SIK1	-4.177553782
+TMEM100	-4.181663879
+CAVIN2	-4.184418549
+SFTPA1	-4.187724441
+PSAPL1	-4.192570902
+HBA2	-4.195929827
+LINC01996	-4.197760441
+ECEL1P2	-4.207298012
+OTP	-4.210649377
+EDN3	-4.218490685
+LRRTM3	-4.229407576
+CAV3	-4.230941447
+ADRB1	-4.233317631
+PLA2G4F	-4.235002567
+MCEMP1	-4.236268487
+GKN2	-4.23765458
+MARCO	-4.243996522
+ODAM	-4.245742431
+VIPR1	-4.264361181
+CAV1	-4.264620483
+GCOM1	-4.265328204
+EDN1	-4.273013833
+CHRM1	-4.282398212
+SLC17A6	-4.284890619
+SLC6A5	-4.295353994
+ADAMTS8	-4.312416717
+SPOCK2	-4.329527216
+PRX	-4.332515346
+CD5L	-4.345815226
+CCDC85A	-4.36450843
+MYZAP	-4.374012369
+PACRG-AS3	-4.381858263
+RXRG	-4.38525489
+EDNRB	-4.405698157
+KCNA4	-4.419652899
+WNT3A	-4.419743616
+SEC14L6	-4.426625006
+LINC02570	-4.426882421
+HTR3C	-4.44380615
+REG3A	-4.447473092
+KLK5	-4.449608251
+AWAT2	-4.471562313
+BANCR	-4.473936733
+SLC4A1	-4.47737494
+WFDC12	-4.478984565
+FABP4	-4.47957289
+SFTPA2	-4.511869395
+TCF21	-4.519395677
+C2orf71	-4.524678827
+CPB2	-4.561998414
+TRGJP1	-4.565241193
+DNASE2B	-4.598426355
+LINC02346	-4.600380018
+FREM3	-4.660502685
+HNRNPA1P33	-4.675027818
+SGCG	-4.695583052
+ALAS2	-4.713777614
+CLEC3B	-4.724677022
+LGALS9DP	-4.729432828
+CPB1	-4.734162005
+TNNC1	-4.789633476
+MT1M	-4.801062597
+CACNA1S	-4.817741681
+CLEC4M	-4.835448302
+LGI3	-4.848206529
+GPIHBP1	-4.85203771
+CHRM2	-4.857323122
+GRIA1	-4.904423907
+PLA2G1B	-4.910476702
+PCAT14	-4.920281445
+ANGPT4	-4.922541887
+OR7E11P	-4.982350975
+CHRNA2	-4.99059375
+SERTM1	-4.99862152
+GPD1	-5.015940566
+BEND3P2	-5.025519059
+LINC00551	-5.035136437
+NCAPGP2	-5.065630309
+CHIAP2	-5.099096509
+FAM107A	-5.111088612
+SFTPC	-5.158115004
+TACR3	-5.163414123
+LINC01082	-5.200060952
+IL36B	-5.240707474
+RSPO2	-5.274861893
+VEGFD	-5.27540878
+HBB	-5.282429841
+LINC00163	-5.293675731
+INMT	-5.296766643
+HBA1	-5.311433274
+SSTR4	-5.346207203
+CLDN18	-5.375011388
+GDF2	-5.384484621
+GPM6A	-5.393044791
+GUCA2A	-5.398290037
+WFIKKN2	-5.407842644
+MAPK8IP1P2	-5.407859178
+SOSTDC1	-5.415819227
+LINC02016	-5.446074673
+AGER	-5.482025145
+UPK3B	-5.652887899
+CNTN6	-5.694971086
+KLK3	-5.819670783
+CA4	-5.844831785
+FCN3	-5.876463952
+FABP1	-5.930151349
+ANKRD1	-6.050381872
+ITLN2	-6.316694017
+CD300LG	-6.35607982
+CYP1A2	-6.418559551
+SLC6A4	-7.461343288
+HBG1	-8.742461275
\ No newline at end of file
diff --git a/intro-pathway-analysis-visualization/lung.expr.up.txt b/intro-pathway-analysis-visualization/lung.expr.up.txt
new file mode 100644
index 0000000..03ad813
--- /dev/null
+++ b/intro-pathway-analysis-visualization/lung.expr.up.txt
@@ -0,0 +1,383 @@
+YBX2
+DLX6
+CELSR3
+PAX7
+SYT7
+ANLN
+GABRA3
+ABCC2
+DEPDC1
+INSRR
+ARNTL2
+HMGB3
+DEPDC1B
+ZIC2
+MAGEC2
+POLQ
+STYK1
+COL11A1
+SPAG4
+VMP1
+MCM10
+ASPM
+PHKA1
+TRIP13
+HMMR
+PPP2R2C
+KCNQ2
+SPAG5
+UBE2T
+FAP
+RBFOX1
+PTPRH
+NDC80
+NKAIN1
+IGSF9
+RAD54L
+TMPRSS11E
+PTHLH
+DNMT3B
+TPX2
+FER1L4
+BIRC5
+KIF4A
+DLL3
+ORC6
+RGS17
+CDC6
+MMP11
+COCH
+POLE2
+GINS1
+MYBL2
+PABPC1L
+SALL4
+EEF1A2
+FERMT1
+FAM83D
+SRPX2
+CENPI
+RHBDL1
+SALL1
+OIP5
+MCM4
+FSD1
+MAST1
+STX1A
+EZH2
+LHX2
+CA9
+EBF3
+DNAJC12
+GALNT7
+NEIL3
+NCAPG
+KIAA1549L
+FOXM1
+PRR4
+CDCA3
+TTK
+POLR3G
+ECT2
+CENPA
+FHL2
+ABCB6
+RALGPS2
+AGMAT
+SLC2A1
+CDC20
+NEK2
+CENPF
+KIF14
+ATP10B
+ONECUT2
+HELLS
+TMEM156
+PAEP
+TWIST1
+CENPK
+STIL
+HJURP
+COL10A1
+WFDC3
+OR2B6
+C1orf61
+DLGAP5
+SYNGR3
+VIL1
+GNGT1
+PAICS
+PPAT
+ADM2
+BAIAP2L2
+VGF
+E2F8
+EGLN3
+SGO1
+FAM155B
+GINS2
+BARX1
+CA6
+TOP2A
+RHBG
+KHDC4
+FCRL2
+C1QTNF6
+CCNB1
+CDCA8
+TCN1
+ACRV1
+GOLM1
+PSAT1
+TROAP
+B4GALNT1
+IGF2BP3
+BRIP1
+ARHGEF39
+TFAP2A
+SLCO5A1
+SULF1
+KIF23
+KNL1
+ITPKA
+BCL2L10
+CGREF1
+KIF11
+CEP55
+GPR87
+ADAMTS14
+DNA2
+CILP
+CENPE
+GCNT3
+PIF1
+FANCI
+PMAIP1
+PLPP2
+SLC2A5
+PLK4
+KIF2C
+NUF2
+FCRL5
+CRABP2
+KCNH1
+HHIPL2
+CDCA7
+DLX1
+CCDC150
+ABCA12
+TRPM8
+OCIAD2
+CCNA2
+LGSN
+TPBG
+ZC3HAV1L
+FAM83A
+CDKN2A
+MKI67
+ADAM12
+CHEK1
+HMGA2
+SLC7A11
+CENPU
+PDK1
+SPOCK1
+CABYR
+EME1
+EPHB1
+MAGEC1
+SLC24A2
+CXCL13
+GLYATL2
+FBXO32
+BUB1B
+TMEM171
+LRP8
+CCNB2
+DPYSL5
+XDH
+HIST1H2BD
+CDC25C
+HIST1H4H
+DONSON
+CILP2
+TFF1
+RECQL4
+SPC24
+TEDC2
+AK4
+AKR7A3
+FLVCR1
+KIF26B
+LINC01116
+TRIM46
+TSACC
+CRYBA2
+AIM2
+KIF15
+MAD2L1
+SFXN1
+IL31RA
+STEAP1
+SP8
+CTHRC1
+MELK
+TSHR
+PGM2L1
+SLC16A9
+GJB2
+SKA3
+E2F7
+TAF1D
+GLB1L3
+GPT2
+PPP1R14D
+NETO1
+HTR3A
+PLK1
+GREM1
+TTYH1
+KLK6
+RAB26
+PBK
+COL3A1
+GDNF
+SOX14
+RAB3B
+COL22A1
+CKAP2L
+BUB1
+ONECUT1
+CDK1
+CST1
+HOXB9
+HS6ST2
+P2RY6
+RRM2
+FRMD5
+MTBP
+C5orf34
+FUT9
+MYEOV
+SYT12
+C11orf86
+MUC13
+SPTBN2
+NWD2
+EXO1
+ANKRD36C
+IL20RB
+LEP
+UBE2C
+MARCKSL1
+ANKS4B
+RMI2
+ETV4
+FAM172BP
+GPX2
+ATAD5
+FUT2
+CD19
+DNAJC22
+CPNE7
+ANKRD18A
+EMC3-AS1
+NQO1
+B4GALNT4
+GALNT9
+PYCR1
+EPHA10
+IQGAP3
+KNTC1
+POU3F2
+CDCA2
+PARPBP
+PRAME
+DNAH14
+KIF18B
+SAPCD2
+THBS2
+HPDL
+ERCC6L
+TNFRSF18
+TMPRSS11A
+BAGE2
+HIST1H1C
+ENTPD8
+ATP2A1
+XRCC2
+HIST1H2AI
+S100A2
+HIST1H2AG
+HIST1H2AD
+SCN8A
+HIST1H4C
+DMBX1
+PRB3
+AKR1B10
+EPS8L3
+ARHGAP11A
+SNORA73B
+SNORA23
+ZYG11A
+LINC01270
+IGFL2
+FAM83A-AS1
+LGR4
+AKR7L
+IGHG4
+IGHG1
+PPP1R14BP2
+GPC2
+LINC02418
+VAC14-AS1
+UBE2QL1
+TNFRSF25
+LINC01983
+HAGLROS
+PSMD10P2
+AKR1B15
+LINC02474
+NKX1-2
+ANKRD36BP2
+FEZF1-AS1
+FOXD3-AS1
+DLX6-AS1
+LINC00665
+LINC01271
+LINC02535
+DSCAM-AS1
+RPSAP52
+SNHG3
+CCDC169
+MNX1-AS1
+RPL18P13
+LINC00461
+LINC02014
+LUCAT1
+LINC02362
+LINC01234
+LINC00942
+PVT1
+SCARNA13
+BBOX1-AS1
+MEX3A
+SNHG1
+LINC00346
+SALL3
+POLG2
+TUBB3
+LINC02544
+VPS9D1-AS1
+LINC01977
+RUNDC3A-AS1
+AFAP1-AS1
+LHX1
+UHRF1
+HIST1H2BF
+NEFL
+RDM1
+HIST1H2AM
+LINC01395
+HELLPAR
+SNHG4