Luiza Handschuh Karol Marcinkowski University of Medical Sciences, Department of Haematology
description
Transcript of Luiza Handschuh Karol Marcinkowski University of Medical Sciences, Department of Haematology
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Luiza Handschuh Karol Marcinkowski University of Medical Sciences, Department of HaematologyInstitute of Bioorganic Chemistry PAS, Center of Excellence for Nucleic Acid-based Technologies
INGRID 2008, Lacco Ameno, 11.04.2008VIRTUAL LABORATORY AND ITS APPLICATION IN GENOMICS
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Virtual Laboratory - definition and advanteges The Virtual Laboratory is a distributed workgroup environment, with the main task of providing a remote access to the various kind of rare and expensive scientific laboratory equipment and computational resources (http://vlab.psnc.pl/)
A specific representative of the RIS (Remote Instrumentation Systems)
Based on grid environment, already implemented in the VLab System by Poznan Supercomputing and Networking Center (PSNC)
Independent on physical location of the instruments
Designed to cooperate with many other grid systems
Devoted to experimental and computational tasks supporting the postprocessing phase of experiment
Experiments made in other laboratories and their results can be shared enabling the workgroup
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Modular architecture of the Virtual Laboratory system
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Experiment execution in the Virtual LaboratoryPreparing a sample and/or input data (e.g. parameters)Measurement/computationData processing and visualizationData storage and management
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Workflow managementDynamic Measurement Scenario (DMS) design:Analysis of applicationConnection diagram constructionDescription of additional dependecies Generation of applications and links descriptionGeneration of the measurement scenario descriptionan example workflow In Scenario Submission Application in NMR studies
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Data storage and managementDigital Library a crucial component in most typical RIS & VL systems, a module responsible for data storage and management (DSM)unique digital collection possibility of software extentioncooperation with the library integrated systems, e.g. catalogue databasespossiblity of searching and browsing widespread access (via Internet)
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Biological introduction
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Functional genomics how the genom works?PROTEINRNADNA
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Genomics answers the fundamental biological questions
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Microarray experiment
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Application of functional genomics toolsfor establishing complex model of tumor transformation. Studies on molecular mechanisms of acute myeloid leukemia pathogenesis as a part of a huge project announced by Polish Ministry of Science and Informatization in 2005:Application of functional genomics and bioinformatics for creation and characterisation of models describing biological processes of great importance in medicine and agriculture (PBZ-MNiI-2/1/2005)
Institute of Bioorganic Chemistry PAS, PoznaKarol Marcinkowski University of Medical Sciences, Department of HaematologyPozna Supercomputing and Networking CenterPozna University of Technology
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Research model acute myeloid leukemia AML M1 FAB typeAML M1 is almost homogenous cell population (myeloblasts consist 90% of the whole bone marrow cell pool)Molecular determinants of this AML type are still not well described.Haematopoesis schemeBlasts from patient with FAB M1 AML(Cancer Medicine, 5th edition)
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AML patients / healthy bone marrow donorsUMSCD 34+CD 34 cells isolation from blood and bone marrow samples+Transcriptome analysisusing DNA microarraysIBCHUTUMSIBCHPCNSUTIMPLICATED INSTITUTES:- Karol Marcinkowski University of Medical SciencesPozna University of Technology- Institute of Bioorganic Chemistry PAS- Pozna Supercomputing and Networking Center IBCHUTIBCHUTIBCHUTIBCHUTIBCHUTUMSUMSUT- microarray probe selection- microarray printing- RNA isolation and labeling- hybridisation- scanning and analysis- DNA microarray printing (commercial probes)- miRNA isolation- miRNA i labeling- hybridisation- scanning and analysis- total protein extraction- 2-dimensional electrophoresis- gel scanning and analysis- protein identification using mass spectrometry-miRNA analysisusing DNAmicroarraysProteome analysisStandard clinical diagnosis Biological model of leukemic transformationGenomics virtuallaboratory establishementHospitalsResearch institutesElaboration of acountry-wide data basemorphology based blood and bone marrow cell analysisimmunophenotyping, molecular biology tests- cytogeneticsElaboration of new AML diagnostic tools based on DNA microarrays & protein 2DE analysis resultsIBCHUMSIBCHUTPCNSUTPCNSUTNormalisationand bioinformatic analysisof obtained dataPCNSUTSchematic description of research
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Microarray constructionMicroarray of our own design 924 oligonucleotide probes (DNA fragments, 50-70 nt) complementary to the genes involved in AML pathogenesis and control onesAROS (70 nt)
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Example of preprocessed microarray images The same slide No.19HL6019sz
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First step of computational work data collectionGrid adjustmentQuantitative analysis - pixels counting for each spot and background (mean and median) Signal intensity: 1- 216 (65535)
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Fragment of gpr file with microarray raw data, generated by Scanarray Express
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Virtual Genomics Laboratory automation of microarray data analysis I. Raw data normalizationII. Normalized data analysis
Arkusz1
NameIDHL60_szk11_MeanLH_szk11_MeanHL60_szk5_Mean4_szk5_MeanHL60_szk6_Mean5_szk6_MeanHL60_szk7_Mean8kr_szk7_MeanHL60_szk8_Mean8sz_szk7_MeanHL60_szk9_Mean9kr_szk9_MeanHL60_szk10_Mean9sz_szk10_MeanHL60_szk12_Mean10_szk12_Mean
AATK962523922292336473291524517211516559746061528N/AN/A13903017
AATK962520812085306428304535503188012406045371140N/AN/A14683155
AATK96251897224831644130155652620521154702421640N/AN/A11652242
ADRA2C152159418781772421851861916215042223854371569586837405
ADRA2C15217761624179241178188182545531249373340N/AN/A657392
ADRA2C15217411655172234177180172513551232433367N/AN/A780372
ANGTP128413601016135146171139197174664152477265N/AN/A932221
ANGTP128413458901361461721381821656091364333571504523893228
ANGTP128422671857144154182141138144402131377201N/AN/A802209
ATF346718041868196295194219188467490364430395N/AN/A930641
ATF346715902108186263190208180284486306452345N/AN/A935622
ATF3467145920671571841911471962125542314552821413511961610
BCL2L1 ?598731319410170733671080448526469015560855303464908865076514710125867
BCL2L1 ?59870311672617513333111546782770970143704346319285081062013389779526203
BCL2L1 ?5986554177491666318410554330230778753728307133268708876711245844430131
C1QTNF61149049638011311451701341621655401513752701154391815238
C1QTNF611490417991718137149180142139162308151323208N/AN/A695238
C1QTNF611490416421661142185176142156168412152354207N/AN/A714232
CBL8672114200930533026418925237512701253580476N/AN/A9981329
CBL8671705199528230524917223830610307575754491679561982841
CBL86715291561258287226166239304110091160843616695809361319
CD521043894314332252472273209489246741333817941423681112233052742485201444036967
CD521043825715262183747363214488242601214516553371441161635169634671501452639659
CD52104385731301214833879354052524173122541973854783953930542592269981434438448
CEBPD10522244244138272929941157711752949238210502324N/AN/A18503726
CEBPD10522211225535361430942955311582871236710602204N/AN/A17893883
CEBPD1052177522643295732994085211119292625209702231N/AN/A16883789
CPT1A137411551666144166170151196259521200409298N/AN/A819326
CPT1A137413071438147165177152201254545202461581N/AN/A761411
CPT1A137413021628172393177151200251594188394358N/AN/A822413
CUTL1152314171682187279201296251934753276433870176795911631126
CUTL1152313181460175249206320245912749292512807160890210223133
CUTL1152321462257204295197248223541474259443578N/AN/A9592733
DISC127185865112047143219001188304836071316179839416412017562798543221209834957
DISC127185851711211146618891257321236361313180839798446720326676034191257836730
DISC1271857711102331409177912253135347612233840910216428718969702238331227234195
EDA18961891204228748429957446516189257315721415169871716105629
EDA189618412096284494312590435164284066757711592028130715475654
EDA189613852029267459336474434161289168464120841989124115635156
ETS12113110812321491731811642232198213414534091270485757350
ETS1211319491989161190183162184205668585428338N/AN/A820353
ETS1211324022370158192180160175203713556458336N/AN/A829346
FGG22666317491586071066188728864606780939623220728537001166918512022
FGG22666111493488871267190831575159785140622719640344981434941412243
FGG22667233408984465368496832455224763339023214825149861670849012245
FUS2521261837915821196501145410523474332738481654973434073859308913417
FUS25212504345051010595801820104436633582463717021019833283138353012733
FUS2521263435554759766652108976344035334785151691093111352426508330
GNAI2277119842266144178171178169226371141329347N/AN/A700426
GNAI2277122822217149179173177170224416149348334N/AN/A781454
GNAI22771194424011461771711701662214541493573371361453777439
HIGD1A25994143723431822132012483559096103004911164N/AN/A12503390
HIGD1A25994143821021812142033273489396563035511185N/AN/A10851360
HIGD1A25994166419951902386325873429277003344961073164374312053162
HOXA1032065317751212133652718699253097915667534564635734855224025917548736619834332664773
HOXA10320652058497441282826663100513153616408549485292340025195056083946945590503827861731
HOXA1032064234846644149242950095453007516647587845004037808168645232141354405103697462630
IFNGR2346024332350138147159139192180364141322207N/AN/A678247
IFNGR23460162220891371501751381531634231363822431271456744237
IFNGR2346013591957136148169140164163441139305286N/AN/A711242
IRS28660235421731441511731371771604871343192031324458735210
IRS28660123916961451501681381921654861343461921078386810221
IRS28660143917541431471631311931595181253631771136394764204
KLF6 ?1316464589194016714651684173071684186650228081306346595392608523204
KLF6 ?13163086485059110694911822177769323927622123061060427952194585222370
KLF6 ?13165711111775349895201931199279614078684323871082129172276574222044
LPIN1 ?231751689255715621217221722082366231947079310545628122446
LPIN1 ?231751205202015821116821423484063731649793111525488062716
LPIN1 ?2317515082027157204209253235844703306444127813286667052424
MAPK355951449184420240421238226712406443684512110120911699973286
MAPK35595167621432064052053292681271661390447144912568859653119
MAPK355951379223119938821143426312477274304982266115084910153041
ABCF1233158251021124119122826977162184639890714716387331460
ABCF1232011280520122618921526979566991842892911534908271368
ABCF1231462235220221818821226068565278541998711054417321463
AGPAT11055415822981N/AN/A22133631111037358385712474147080010515579
AGPAT110554158727142232812363402839737446395832465127770010546355
AGPAT110554200526242282842313223111048769897544255412676249705597
ANXA330616721935152200165218295547542351386622102946510983481
ANXA33061392220514819617221029251960640740160590940611393287
ANXA330622922657168242174232308550494375342783150558311353321
ATP6V0C5272263272040354136983443512881590162010673519154060816502965
ATP6V0C5271689277238452836982644714261745182610703637147758716972978
ATP6V0C52721212457N/AN/A40090545614651807183510923508156588717323324
BCR61318052745245375212440668258518433658101735961627112919205593
BCR6132035293521931922147259924651783360810844210136899418705696
BCR6131535219521833022846261824101940381610223866124591320706348
CACNA2D2925411742022167192176147181183580276392258777356722416
CACNA2D29254163721311792062191701771874802763212471272469742433
CACNA2D2925416672287N/AN/A1811441851935032753442411048387720457
CCND2894165725341481781591881873025162432976191041432752611
CCND289412042183145185167189183341521261301691963475732598
CCND2894172824211421831641891842795702632977071328445744611
CD74972127622711372271561671386905073582411202777399692875
CD74972129919501372311581601476405123822651093721376720781
CD74972116720671382301561701436705153293011012696371735775
CFD167515036274638446250546520147117885298583681946324206685856615643156132512457274
CFD167518313350517098200376185142257314296423456241087218645866013230123392450158045
CFD167521366390718417262787640166568223337463650045132220396008516125178262341155903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 ?50848N/AN/A2047167313501922272112091714546324681237978686148831154742243
F11R ?5084836454649244918931564221730911375279525111421818138531941041163043266
F11R ?5084853946961247019421425198328451273477954987479522150478936301135340717
FLOT11021115063038142159162146190191457137281226875346782260
FLOT11021113632582141161159146182186481143269365757350809257
FLOT11021117543221142160161145195187485139319232712307834256
GADD45A164717623291140142162136184178527125319205590267779213
GADD45A1647N/AN/A141144156136183170507130327203530239771212
GADD45A1647N/AN/A139145161138192175522131384189544265686207
GRB228851943253917828718227319457553333832812661135492862698
GRB22885171125731743021792791150118553435133779511164867241064
GRB22885150129421752951882742115905703533151399844396850713
HLA-DRB1 ?312313942742159212164179219569688354349749750464874622
HLA-DRB1 ?312316972657157220169179204564696507375788720397891612
HLA-DRB1 ?312314532992155214169178191569689328394545612391916643
HOXB632162815515150710915241409867535324842525156795551727273631759848
HOXB63216N/AN/A509112561416289165699277625111493843320133754325110708
HOXB63216N/AN/A58212175851607945556929032896141882331692101029578996
IL2RB356014212433150169159133196177469127300189929442751223
IL2RB356013822622129139158130193181445121276199929401774232
IL2RB356013922601130136155132195175505128275185511245852224
ITGAX ?3687961217578304210297276467164611194881791828819103894727810806119671512454807
ITGAX ?3687102021803933441168730007242443919468206613522710790499129106117321546656957
ITGAX ?3687107601631333431170730617558450219634216003504011547524288029108451321249031
LAPTM5780554144437554464559540154920973101123322753178273191461627268
LAPTM57805205331625674425795851691230629311076206227354060123964187093
LAPTM57805234333926775216026301776239936121316205627264459130060296264
LTF4057157632231493471632642653875702343683869994619711001
LTF4057171329291503681553132503985892393763815563151064772
LTF4057138626551453821563082254386112253353836773459801087
MCM5417412672730131152150135167187429144310242494237753240
MCM54174205321871321381772021771804301393012074202051052210
MCM5417416141954835555160151163175484139322206414214644214
ACADM341546258345960621624336271173965149483511645019661547
ACADM34158826842362534215683436877546814639749333789551760
ACADM3416303166247268209226334677773705N/AN/A8053959311339
AIF119914303700208287209260259263568240378543648313958550
AIF119917383401232373213312239303631253377592686331925533
AIF119916295286217359209260230291582241379581589290908535
APOC134127494584322414350757647363313198341282762716953058336513811
APOC13413015528736349941811546403384165411011510104541458184322657152
APOC1341215031504346343878197984173193613351318749914421344302811204
B3GNT619213423815059630136748710309703138397036951832589719171676362313598
B3GNT619213428086342625138454611729023017429240421872616425762868363013996
B3GNT619213429317161702152457713059043158408738671826627725673196341213005
BIRC533290801641113251975106831324443162151234823349679227263824967651332140853
BIRC533298911600512551857114833564589176211215124531656625990879989861273438524
BIRC5332105121483514352189141640774224161901248424814621525215942885071270937553
CAPG8221687412316229138161768419928101764199713998658132080870581351558646450
CAPG822N/AN/A2027326818304517301817695113314778417919640805575681412543337
CAPG822N/AN/A2764459919774940258815523102223704555427296803181371469442301
CD792497341637731196634294476263564227278656358862594066313656209801619860609
CD7924121891961833646967326882713646236739439417067284263612545211761565358131
CD79241276219483366679543340827137522473410078439971514496712599218681637661896
CDKN1A1026163731511762651782402076465273353811270476315940784
CDKN1A1026152326761852821822712186185333223581364533385826953
CDKN1A10261496277218528918830420769352132437713155434497361184
CFP5199N/AN/A169544176221211675538274338897783407900717
CFP519920563027170531178210218599564289335912716447986675
CFP51991499263816955517520824262555928832110246514831020676
CST3147115093139170288175228256690679527404974N/AN/A8661834
CST314711599351617429417624824866869546444013105693418742012
CST314711519396766490918028323765765654939813196366308022218
CYP51A11595166132681842541842203821209648269548156565052013544775
CYP51A11595188533051792521902513791200657267535149456731914175377
CYP51A11595288333831942891952684421469605274584158480943914434501
DUSP2 ?18441925350519551819028324369462337642014957005288861820
DUSP2 ?18441511293419550318427523975068745844416836054648302356
DUSP2 ?18441719281819656518627723370170360140514705724439071969
ENSA ?202953877648290149231180674832443130120381664106161570333825406921
ENSA ?202923627729311155434092171733493119139261764120641848213525346361
ENSA ?202923217237333163136296272134323350145871675112831905206426006976
FASN2194411144617710033275957094264237365479703507613165177626166234378457823396063916
FASN2194N/AN/A10224278445901228807967495283338712513172575904044981592483287663159
FASN2194304014164910469283686593248168916523463789314289184946006943777577623203562368
FLT3LG ?232317492825151179156139186192430130250341629303855254
FLT3LG ?232318462997148172150135179194388127248200415212862237
FLT3LG ?232316343150143164145129175173418128257183401198837239
GATA1262318643142157200169186229100355219340718995473739131173
GATA126231469269815919916617822287858918241818946466328622191
GATA1262317082723162213169207242101057418339620537628449662373
GTF2E2296118163366147188165188181400444166307384579385845503
GTF2E2296117973152147180162181217342481189290349482297811562
GTF2E2296115902969150183161181226330454171297560487298870533
HMGB1314697012254711072254101343443285127157042873650552315111215134801059938263
HMGB131469931211021219252011274310375815782699392165459259481210298641094539980
HMGB13146114382253512932615117951493628153317910102655571261969914104771156141729
HSP90B17184179132443218213411196382606105233331676125855111684483016141105842252052045
HSP90B171842172828445233744162528106076790258101806228133109114585017363120982525658201
HSP90B17184N/AN/A251246192670115076918268201745926461115694533224601223162096051259
IL7R357520073972502140636212864482899138363583645641445196015145254
IL7R357519754295500140937113874763047145566679848471622336215564807
IL7R357518563895512145138214584282837143062486749441445249916085233
JAK23717N/AN/A132138149133181175427149254227356195739253
JAK2371712452944140145147142168161477152269214357189738237
JAK23717N/AN/A143152146146170162435146279218325171650239
LCP1393615172894131238153235176175413160264263669324642469
LCP13936N/AN/A136248146198158190420159268261410234767444
LCP13936N/AN/A138252154199169180415156243286412225758443
MAF4094225923480724464442373570507133227522774038849147363379320860202872368541402
MAF4094205393362529285426281655097246239032558037036128023125118690199012297140159
MAF4094217443374828595478261250536334214212242733272111212660320626196582377140479
MEF2D42091440297520834819832238910611223872866189260356913312598
MEF2D42091602281520734420034436710671260959815185051030313632860
MEF2D42091777291421837320534633282413389798061740N/AN/A14002831
ADARB1104N/AN/A176238169175169338451261300586465296760488
ADARB110419773668173239173173183336466260271908455337759515
ADARB110420003174178250180190193335458280257903453300810500
AKT120731064320370313490313981959214572117422456232753043724388
AKT120724564002453322568344952880215971317932532205150437573742
AKT120724553341499342578352951965233375516252327175357844674258
ARHGEF12233653355627125946529289570357851691182213068970775864291912560
ARHGEF12233652901762528452432510337816807188321341246886420443695279510964
ARHGEF1223365N/AN/A29353136011268737465158017371503921424784970268910638
BAK157890542721715343831185278014603181391181011705107304163211759124081777754576
BAK1578121893446217624390189280314724188281299712446113674393812133126001572350619
BAK1578137083890323915928221396305342218931498115302126985010113250138501772355374
BSG68215223332160200168196208363487235320579461296869489
BSG68216393397159202169175189419528236389515396265792509
BSG68217563008157215157177185405498247347496369254749494
CAST83127295246245465240488737366320103065111655341286151925578180
CAST83124455387256486289616768348720193225124260111561165925897924
CAST8313044435326851125647976539221847293712856067N/AN/A27148130
CD33945355663722775802806628363657172118461397841623742779312614303
CD3394530136085N/AN/A3018207623271173518501266810723992348310513936
CD33945318372423498002977657993630185921001324867822652340299113859
CDX2 ?1045346172553438073006477994000230627681396610318441640359913487
CDX2 ?1045340769173247563247458444073214725481317600218631814348412993
CDX2 ?1045306471273648823096757643997220725941513710717681878350112865
CLU119120484405134161149144163230418165285264412234691269
CLU119122923652130164147141168225419166246306415206720255
CLU119117513364133169496290172236432168249286378201720259
CTSD1509215745591993342064755996833790131663447551247221513786696
CTSD1509188849882043632024526628342779139263346511314227213676314
CTSD1509216250632154142165696498557838145755745231147223214116630
DDX6165613753223143171146147177320538210366378386232678420
DDX616561392317914317214614717430451520330437738425218721653
DDX6165624774594144183155155186298498188296383430310694419
DYRK3844419113465133134148128168161412125245194361182760227
DYRK3844422093304134136149131179161416121238173377182685218
DYRK3844414873412139142143128172164435121242169378187714220
ERBB32065230749402795812455035802067287524991228501867046422067734
ERBB32065240446582665542665745962194303126851212477877056723218075
ERBB32065221046023056622735975952179273723631111441282486223648877
FCGRT221718194682230475229454391157010371192634276560248813285210
FCGRT22172460506324853723643142517449791042664290376980514875123
FCGRT221725924614236471274522392160510781145719355362952913835117
FOXO1230820724109190288204340309130967562847722404903029582930
FOXO1230823433982201319214390280124668658347723134522849442529
FOXO1230816213520204359214405297128474165250227704472989502756
GFI1 ?26724834741229103522573766892770112946461883976215703227506236529358402144670463644
GFI1 ?26724957141668110862677856982639814440502174243817840239666335131868371784160664914
GFI1 ?26724394937146140333432267192842714207518834584819244246056240435810431354496462400
HES13280221141421591912151573536261485162277712375232799852713
HES13280241938391611881781573206231350134481614484882709582854
HES13280184134921621951711533285701429150178413594882628852737
HOXA332001319521049153532912361366470041164927251483261984653694280826692305859891
HOXA332001369320162172936891998394757711023227351473361973655226261325432295059585
HOXA332001402920422272258631761336156121005330423525511934253225289724072145755192
ID3339913332757140145149125177171453119355183299178620194
ID3339910992678167184215202197167522124403187325169622186
ID3339924354201143144562468216175500127300181363201582192
INHBE83729202236347981339148140177219405167292353373196584329
INHBE8372918023549140142154136176217421168291273364193656348
INHBE8372915953043200220284579176214419165265303351195635324
KIT381515093544191226145132188206433134300235366184738285
KIT381514933804151164147138191222457138371263350180657278
KIT381513853192144156148141171203450137387228320184663260
LGALS9396515803167149155136135183233440222306236360184590300
LGALS9396523534221139149185219171245434217285261379211658309
LGALS9396521163902139153148137186238457193267260407206625297
MAP3K127786194836771622141622112277685002703691463477288711819
MAP3K1277861880329016021516821622472853029835413354502996911542
MAP3K1277861474371816523031855921776853428035613294172837321112
MLL429712612921143151390471168278383172328302335187605347
MLL429712962773154188145148170254392186350278365181605358
MLL429713232801138150225266170269405172321278336206N/AN/A
MME431118854920183183250315189272481228315353454276605341
MME431119643967185179202201196267484240307382480251642342
MME431117643673186181228243192252451224305366453247709385
MYB460216873598676707214284183389361208272447314175644455
MYB460216724327136143157219159410366212311434300169639445
MYB460214853588142146138157164413431205309479304169693507
NDFIP1 ?8076215453444140139135127144143348119316202307156599193
NDFIP1 ?8076217443562132137168175138139338121300168290159582192
NDFIP1 ?8076223225553131511188247181164397125259179329181568190
NR3C12908212743941582202564423611239603406565177448449612454170
NR3C12908194444861652322092863461225692503566184042434012393892
NR3C12908161338241762612123313531308690498575178143835512594204
PALM506416363287157165237269172269391161300324324170655393
PALM506415963219154171242304176291407167302350328200639383
PALM506414013072151167184206172283389175362302330179620367
PKM253153431543830046633969111593081232921191448570012981023374511485
PKM253153072494928240231990311883849215619171480582518271639360811100
PKM253153532619028642736094311303637222019761453590219131678350610778
PRDM163917723492171204270348231265677970473904366202700477
PRDM1639158431331671942122342192536901180440735331193699457
PRDM1639152930921762172142122132547381176427722331185805450
PTGER2573214883700136142174192213334456286341546324180668638
PTGER2573212913327139141241302202330468273356432317175693644
PTGER257321300345913614610561178198311537273349421328196719574
RAMP310268209350831411871952962318875452593558363733767692008
RAMP310268205339676735342003092248844932263749554073596701036
RAMP310268171938421441992013282248975232493599943913067562071
ROCK1609316113572172252180201181276435134264362335175609335
ROCK1609316143959152162184239180290472135302349328166704325
ROCK1609315094053146159181208171301462136354318300172636287
SELL640213013297143150178219173201409133345229284161624313
SELL640213353585142149223275162237413137286229297167613282
SELL640218745931136150185220185257451138278242328198525307
SMAD340881916628354264172801971807144453851814883723385095308912746256031597256737
SMAD340881938830300302785521601777151744346716485801391095555710072165331727157939
SMAD34088217612893635831016919169240587649905175768768107606096111691190001665354112
SRP9672619134011153150165162183166413122323184291162682193
SRP9672615524798151146181235168173383120529309276146697182
SRP9672618123573151143202256180160372116323164294149658179
SULT1E167831830344716219819327546095919451809956222554040417884783
SULT1E16783247253601782512544355681159181117491064244850333917764707
SULT1E1678321624421170222234405608130520091862993228059650716034357
TLE17088364853642714713046491105430923441054179055491540179739449542
TLE17088457855283326043508421035394027141181178457171634153836218662
TLE170884120513738773946794212494972272012581817595792577637508584
TRAF4961815663593162169207281184283387209311433354210645435
TRAF4961813193206163164193221168290436209291408339187605430
TRAF4961812982962160163173174182260436204329370366186648425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54651692
MYH11462922132269952117516126377593759237904209811867812360543569748201461980151314
MYH11462925279235702454578421257600752238204221611988112248526368608182551997350200
NFATC1477217063844133134254363181289425177287441301203709460
NFATC1477213693671132137454347181307417192297381308197697473
NFATC1477215603253132137173188184301419212311339358205726490
NRP1882912622262135151149156157349390163283258279209612332
NRP1882917374526133155140148159405460161248258308244556315
NRP1882917543652135153140144159384448161241276626400490311
PDE3B5140105241801972212881383654142222438012367253908949524016586231866953168
PDE3B514010299170045289431178567644272495814150290959220529636355931893553361
PDE3B5140105761525268312541013463047212695516488347679571563698418551892853362
PLCG1533515533394161181224329243827629264313763382299598709
PLCG1533514513353149171190253240841549219346832362247676675
PLCG1533517133107135152167228237789547218325749330227678961
PRKAR1B557523194970236382279482427192114342151723311139529215204100
PRKAR1B557521754201235368305537480238615502442861375739527115643969
PRKAR1B557519974065231355335700425207514872438920422838725616044008
PTP4A31115614772199751235280818103971482411139207112689912331326276196031790446692
PTP4A3111561364418194916206514813220426710123194882531712754342338028151879750551
PTP4A31115613565179991270291014543088465611426204012728411116299949029251772844654
RASSF5835931672370217321122130925883753227841312903592348241433
RASSF5835931998486817621920624524566657128642514023693238311373
RASSF58359324447565203317230573294113765129941711834652968241438
RPLP06175176635202012024396292196396024774111232342195803625
RPLP06175166338791951962334322156325965394411367337185811577
RPLP06175144538982011952263422117145985663841210319185767436
SERPING17101601367713914422831421053656029444811853361928531988
SERPING17101561346113814423429921961257833051614123371968792487
SERPING17101809340913714723929021362862834446413282821737572364
SOCS2 ?88351846350615118718223937591713411190850226932224216613969
SOCS2 ?883521995042183263220501413100213931197803192140924613923369
SOCS2 ?8835207541371672231912994341085153313761048278036023714723534
STAB12316616283398132135144136189182412135205203327186551215
STAB12316614433327131133141130158174383142209195295169566214
STAB12316613793211135137135133166171352140231206317152569226
TBL1X690719733421154168197316252712N/AN/A38010153472258591750
TBL1X6907166132881511663284342366935333604019003012218961784
TBL1X69071501431114717419926445611175153364039843322338361693
TNFRSF4729345781080217465646210251131966172376616929029481852412921741682637353
TNFRSF472934971916016185226197344721769161336368928040892858012421894640634945
TNFRSF472934737870516975415183343051754165336725969841442942714392531659336354
TRIB1102212387557722828427261873927561756261011295574685593248810612
TRIB110221229053542392832595497983136186527439954662815487247510040
TRIB110221230252582302652454756802556185824701097510462651314593043
VIL27430204543731752932445333842399101810198366144528104516596982
VIL27430199843551893673205143441995107712078316083684115117707671
VIL274302586517425260628274643332179819118145795799182116357058
bufferbuffer21684533154148N/AN/A211187610121281184377190664178
bufferbuffer23694573161149N/AN/A204185543120269185335173692194
bufferbuffer18334486158147N/AN/A874692559122277198327164742194
MSI212454015983993148141N/AN/A176165399118207163273159579215
MSI212454014343607139135N/AN/A179163369117288178271138591207
MSI212454014333595144141158272170163398120323179281147618205
MYL91039882881024643213515978862282487871466248530310434267818221223117268
MYL910398802511631824142487410592587523767455798612812049368329851135817932
MYL910398870410235762131165017142815584174916194604012086305124891215919472
NFKBIA4792127023605893228681140485325594057957923200736747376526491201454949429
NFKBIA4792122923830783925831259359625814137961383409738647384405483391564152073
NFKBIA47921357237825924284614364366287144775714741667391479504222122761460250037
NUP8849271461115378513841784335136601550798476867675336463477674441328948852
NUP88492716281163935088387963544397516939101937283678939945391059271473851266
NUP88492715442152445869397793620383716125104707718717541605362853801627556747
PGCP104042515486715519216219820756146522238210474133287091602
PGCP10404189742002312371621992204914682153809783823547581907
PGCP104041813451916620716121821962848523636310774093187531859
PML5371168541291883231932803041046882654518170243730811813963
PML537117883967177294N/AN/A3011047827674610219673654511883904
PML5371161439971933582023103131216894806551202540732711253610
PRSS2311098141930251351311371321811436435213289401290180633472
PRSS231109813502709129127201274163258388227289352299166610448
PRSS231109818944257161195173187171322450229280391357195521446
PTPRE5791230445851771801691542632714611522963783491739402511
PTPRE5791212942191801801641482532614931532643163381699612564
PTPRE579118203664535520152145259274N/AN/A2673233531879522609
RBPMS1103013112920131127129126161201403133250214297180562302
RBPMS1103013622744132127N/AN/A176205400135255211280167572274
RBPMS1103013682659127128N/AN/A156202377135319207285154571289
RUNX186118103339141137170158201196576135523244334169672260
RUNX186123954779184189178138235220622141357233426207582254
RUNX186122014423189167176141271213607142286236880486574242
SH3BGR645015823227155141150138188287419147258250401227542371
SH3BGR645016623193151137146139183298494148265268456238572349
SH3BGR645013413034152134147137195294492153286250365213657342
SPARC667817973528161179N/AN/A30357917021146820206640425712172782
SPARC66781590372815917618129132166015581132847211636623911112079
SPARC66781697355816618123132231360316231224773175339524913022819
STAT5A ?677612592305275095142663604925353563575522425251041342556771451192401937662073
STAT5A ?677615545302553810114472898777453903738825853287781266255497353654971890260591
STAT5A ?677614408273063786115383194867652103686324795272651287855038657282331697256319
TERT701515883342172195169197212471552291332608441270605816
TERT701515033107170191162184201437540246329576379229672610
TERT701512373151168198N/AN/A189517745517333625363226671593
TNFSF10874314973214205189237337227397558275410520454227761817
TNFSF10874313653406207192299380234417537302409511462209733699
TNFSF108743212250442272282001962513886072683575845412587391003
TUBB2030681966438523651222436649712441140895939197058942926835036
TUBB2030681990372522744221335450012611170972959202965844724985049
TUBB20306821073898227446211348522137512331038964213572656625814829
WWP2110601650424521226820922824760846832241210585353069791341
WWP2110601492384520322720522024558152534041010884983129101100
WWP211060148536472062382363942346585223794188385273757831115
MT2A450211082322232483343566239110379853454017274643199744334
MT2A450214443505270569233440236107676755551816205423639514868
MT2A450212713191258572231432243102177749353216885494799064940
NAP1L1467316823749278306258282303674803899545160081135814001800
NAP1L146731576350227328624826429868584687956115747013189011324
NAP1L14673164235502903252532592946859069761020163365538810081246
NOTCH2485315694502150143142127168167375122298190305165582224
NOTCH2485316854515145141154277163171423118328192303163579217
NOTCH2485316144636140139300416158161411126365192321156596217
OGFR11054675699751688306081711722937413374448863687318143N/AN/A1072132415
OGFR110548159111511220221370210612598354498001162878562086612149401036732795
OGFR11054823811442117022146911043301543511190914280888223902182714141186136674
PHB2113312401435818830118524840311997266577072452110176215145147
PHB2113312042422118327118624439512147566817512599102285715805301
PHB2113311860373018730018926350314728088317052513109988516275394
PPARG546818853352146169176309215365738761363629387234796972
PPARG546813762645134152296409213358700747468605414255757766
PPARG546821664457168224169171219354687957365734509300668937
PSMA6568772245496300161918105432486200353181336486839922169741119076244
PSMA6568773055118286459616465252603216367441705519843172681870121536492
PSMA65687778152053195667150753428062276754919365539462632001028126016535
PXN ?58299227119521764429212402189276183621224722454862924802165017651446743121
PXN ?5829890611401153041109621827252877681298524477887526557178522231498946288
PXN ?5829938011462169043568561835273485441409327778840524349213527401411741947
RHOB388145832821501933914152103835774303438704312627831366
RHOB3881665497816624415823621049858844333610204503086171158
RHOB3881850462017123918052420846561443337512435503365621283
S100A6627722762835201346194615331793569611545184677644512032075
S100A6627719062756203363181292335784685656535196684460313132255
S100A6627720683073200378179288347907780840550208685156812722299
SLC7A581402115354717236019934351310559723389871192463252N/AN/A
SLC7A581402065376716734429641552710611097466965127547624232476839
SLC7A581402068524817038729932354311061116420939117657837735237402
SPOCK2980693389042170921481208240439991142489717873490717097562644161328822948
SPOCK2980697118598157518551131288839381120590557705588620507522629981337123159
SPOCK2980696787952158619161009259936901077089627908558519219649733031276722416
STK17B92621495374916021010821497201197609188338262401200550369
STK17B9262N/AN/A155205192286179190573200365276400201571373
STK17B926215933502156218345480184188568212368250382191N/AN/A
THY1707015812232342085602716974672391242461135741081571553685810628231761559939920
THY1707013859211371773565114203548366441824136361034566273197312171236101855644861
THY1707015085240512854937826906682468051843180141595370893953116501383681700442176
TP537157199374931582171441624954717530497340731114822456591327
TP537157208174041542131633864804197548468372796103019386481320
TP537157198672384045041693394964743512502345774130528896301375
TXNIP106281834343022041024968641113569981389635421967563814025456
TXNIP106281979337821338642569141714299521392676421175570913705618
TXNIP106281496303421643229848639513119811570593357673174812374927
YWHAQ10971264956334508405571421489347310188578633662N/AN/A21556208
YWHAQ10971354070954829473968476905517112495492244492356322324287521
YWHAQ1097126785804475872360728542364799981294947342353209523737408
CSF1 ?143520523895149138145129180167436128322213449204540178
CSF1 ?143515363874145136170258151170405124237166418206620182
CSF1 ?143515793638251510334510147150414121242172410186617189
IL935783056191971621591006688389323109832267716125033111636882
IL9357852311895115916126627035932610262826474124543051588803
IL9357833781294516819220125737532414054966554425193561669932
IL5RA356817083901140161142174178301620145288455487259506473
IL5RA3568N/AN/A143168N/AN/A246520461209269505510242N/AN/A
IL5RA356826153494145161N/AN/A184285451206261482456247569464
CCL17636116182736148153186342213340581259312684488231661574
CCL17636113072673149151372502213315551268301565473235708580
CCL176361597821174145154504522213304548264336552474259693582
CCR712363264206584281393356640711298928942662161761791366139039109201
CCR712362726127464541442301648707292332672881187971881555154032129576
CCR71236374881556112136420791790327828422654164756421891215832168839
FCER2220816283105138135140125189170504121241206503196524177
FCER2220817992672134131137125180169536125250179682220575184
FCER2220818272553135129166191180168474125216178395180566178
Sp3_ctr 299 basesspike control 62110458420728942558023469056931042012788156019421779
Sp3_ctr 299 basesspike control 6188653552032905316902628706133334501417879713845885
Sp3_ctr 299 basesspike control 6218146682083032484022438405903584651528916877822852
ALDOC23026745370N/AN/A228337327817706382805169391866220585124
ALDOC2303435864324440224632437010177164326921824183183823854708
ALDOC2303086660025140824131937410368214838462128107183222594839
LDHC394831134291241461170202199181487125392193497223738247
LDHC394818913996159131N/AN/A187157546128370189528219722220
LDHC394820003952150136356354N/AN/A529125360190467199728211
PTGDR26388985073757735011873185102500302813854989722116474723913261643730896
PTGDR263889881438881351126925239024712994441831037724897696701512134614229608
PTGDR263889856039037374139823244027593357244801129724827744873515912602028280
IFNA134396057125486131186486114914846584314531252138882146465152596821674
IFNA1343960961082052310054141009135859512941285425371012940943603546019668
IFNA1343955361045558411374551253153571543408368126671188638164672591620850
IL12B35932186338019948037073826968369249238520545664166811972
IL12B35931712304820047930963927368966853638923445954956821948
IL12B35931743311519846925357426374460951335613395996286572135
IL12RB2359515732397147155255222182253453163307283462244679398
IL12RB2359514852261143151178244179231494159351256424248654313
IL12RB2359523143971129138139139159180429159252321974290502324
CCL226367181839021391411341261791764371302512041518254614210
CCL22636718333484137141212230175186498128247187582228630213
CCL22636718833351136140435505169177543122249227524229684199
XCR128291940351216118630647223450150721039369660540910242568
XCR128291860356015617921326523255056120335354259139111232358
XCR128291698326615617418323522653250821737952559741111072609
LysS ?93691113872524142135209283162145403116319169469189718180
LysS ?93691119813874136131135125169158423133264243612226533175
LysS ?93691115742977138136138161185154450123259187770297532180
SLITRK32286517612893219248327383253762546191280286531257642279
SLITRK32286516333140218241357431185257486209273274463240705296
SLITRK32286515332479231261285332178235494226284295532246737305
bufferbuffer21654149168151202202244197561122311189549236863195
bufferbuffer22223751171151193193211177564118389184788214864195
bufferbuffer16804199173149227267210168520120432192488226845196
PFKP5214223324512219032312902844391231219122781568732312751286
PFKP521422172660224858283428279413934185104159473833513711620
PFKP521418263321204641257385284404964199105262068439313731464
IL5B356717503516137139N/AN/A191212471141270277558257707271
IL5B356718013559136138179194188212501146279275576256677305
IL5B356717193386134136183205200236472154273258599234877253
IL1B3553264647082854252493314211592107773792632671329119415042522
IL1B35532879543627836729348142817191161799112243501846203524185396
IL1B35532912730733957935055954424311287891120953172170308829057435
IL17A360519674112147146200259184186447133259231636262595232
IL17A360520333497150149N/AN/A197195463129273257650261587226
IL17A360514402774142144215313168195456131258228523235659221
CCL1634615602913175162182157190206474144316278525219653208
CCL1634615083320176155221237240364422144316196537216716218
CCL1634615333339177166217376163179442134369197518210739192
CXCL2292018923520192224228310230286844723506562745451730580
CXCL22920511831641183259248273210260759743387494788421660556
CXCL2292024704082204288262368210273835713424589825412703567
JAK33718398313959177190N/AN/A257487713312344840745394684770
JAK33718297414273181187199284260436775318356835776408761748
JAK33718240014783181186221287263451717329349683795447750828
LHCB6838151114421088379771294518382917638571355406610015034719535941433924141
LHCB6838151117341009369362177717563226720588776267610214676745137001343522858
LHCB683815111048961615041284114022183595796886506539637115389803440541350920612
bufferbuffer325773921711712232411951865191273211901049370770196
bufferbuffer27745310175171222257223191630126300186938341782198
bufferbuffer25125089185173219232394441568123303198929325791186
GAPDH 5'259719674095217278244363360107164545750121276703939241527
GAPDH 5'259725363816231300249363253632613397473222764142910091577
GAPDH 5'2597170436412252991481117424987260047381425447795499421534
RPL1161356267686259210114652120138889324277316732312654954307142624931607
RPL1161356008778354086774334431438935742653304336630161594710023679933012
RPL11613574379605611110780526871929129004903395438313366173039762814642954
IL53567409369732663682213846602688172526051030363717381144352210313
IL53567395064142473452254816982963170426061091363216751202363610515
IL53567348959762663482593976602787167324991322510820641393370511523
PDGFB515524449834167169199245209259576194437351700301724394
PDGFB515513353441176170213259214247538180307345563290757430
PDGFB515515924032167179187168196254521209365363621302686385
CCL56352201231882152952042902296206825024017181023572818663
CCL563525438680119428123236126075467539029351413995646941167
CCL563522323433617923421834424362173042031168510045446901208
CCR3123223353809N/AN/A22022736515457921896871461109164610001803
CCR3123220493386183194217236369148472318070215291548197410351679
CCR312321723322918819621824836114997351726381467169618798781651
FASLG356394277223475733238987393022178523081583556020502001418611869
FASLG356409068373655533559846612784195125231534517523101955434711105
FASLG3563985641235755441110876722932189926461974711322611827448011490
GFP_ctr 312 basesspike control 24052670538917062713911026157538931499252121022601137752597557
GFP_ctr 312 basesspike control 24273583539117154006461053173135561444253521632901137053617289
GFP_ctr 312 basesspike control 2372851303971719345660104516753706158828012260152576052867535
AAMP14200937531891722362362592507041406834181003381936269
AAMP14181835931941742131812332406591404972901054372921279
AAMP1422483832198171200149235236642138458274884357967287
LDHA3939N/AN/A204181198169227205614143473278829316996213
LDHA3939N/AN/A2051761981682131976171405682871209289834208
LDHA39392289425518317823021021820568814411184241366451986220
RPS361882797468557966664996155230241484218513443820151275726903890
RPS36188N/AN/A60071654390961032071545235813783822144473827004020
RPS361882379402556663246994256930271571220613523821138475226404016
ABCB15243129412861561571771391901665701234672871607507816217
ABCB1524310641408N/AN/A1731311991725901284642071537458748197
ABCB15243102616341551581631321971716311234542111689488671192
ADRB215499322981621551791411921725861234662021421493624180
ADRB2154100624991631581731332011836751244731861556504621180
ADRB21548922384N/AN/A1761321871606221244691971716517619179
ANPEP29033325413106212426461029874259732772966168046083436380745809791
ANPEP290306857779261066626889917279225902409142039133773354939157695
ANPEP2903061264882789479512456851986511846311413340832972191499210720
ATP2A3489120315021431531911582052156051356814711438472732257
ATP2A3489124619441461561681372072215731464262381336491721250
ATP2A3489104120651471591711362032065971314672251356471612224
BCL2L111001812582337198235190206326881N/AN/A45772115356879912193
BCL2L111001811352333185222196199334932676204528503160962011382309
BCL2L1110018116828201842291911882647676832015204781652614825808
C3AR17191020293425644622930024046096488652693612487358451747
C3AR17191393175825240721021026234412381077569126715557601002784
C3AR1719116518972062941981882382898634155907271456620806679
CBX11095130918251144231794728081119372854017627202886382024391628688423411946855643
CBX11095128837235014437849727201078669393964225316827569754208828501440001841154711
CBX110951259712227858731157331621262669854158820641691074064527926161420811503450274
CD58965N/AN/A1441501561391791835341833832401181404572213
CD5896585724392082321611501921835691874082411276434618206
CD5896584526261511511531391791715781793902101233424561203
CEBPE1053276147905641340517825744250654887118229381182521323130359418
CEBPE10532486476052113315228277902590548269082219762223933252315010031
CEBPE1053273642905001034381527744242748926686213776412230309430829638
CRADD873812692748193257N/AN/A40882413428357191203147385011522121
CRADD873814142917184249199218408817162213017581310160678812762297
CRADD873812972852184258191217371822178814088031292144676012812491
CXCL165819118733976318668304600613444524271413110845792618538623056059
CXCL165819119844539297621324662636449125611415111847732410517623486469
CXCL16581911901343232466821491521606439722851364125754072340465120885275
DLC110395167918571481631801772072596291603962671278430660257
DLC110395112925241471611761841942455841564252761006421641259
DLC110395N/AN/A1511611741862342425761504352711006391662259
EEF1G1937N/AN/A2022522062002026186811914685101075411730410
EEF1G1937102024451932252082011887336692044625901071422709411
EEF1G193789924021882162112201967196412024504481153426744426
ETS221141054240116522317720719548165018239347311604725781300
ETS2211412462343158214175200181489616169472445112249619731435
ETS22114N/AN/A1542062353101974886571724684481224488631989
FHL2227410653181167196185256227724701283409123210816386711379
FHL22274N/AN/A171194N/AN/A227754689309430102010455047681584
FHL22274N/AN/A169196188224217793702264417103110585846611418
FZR151343N/AN/A1912021901612324597191825343401198489759478
FZR151343N/AN/A18919419415724125171817844032712585158151023
FZR151343127351931811891961522334307181824413031333510703408
GNB2L1103991575268140756140769654840511412233610464376130481622375217
GNB2L110399N/AN/A39653640968453938611287226510684592124571621424799
GNB2L110399N/AN/A40154944676549639131369255010064096114767519764750
HLA-DPA131131636283518630920624439315019205876951657114574415933623
HLA-DPA13113173925441822892052703751518112811796451747114472414773961
HLA-DPA131131226265817728720725137914761167115059915371956159516014197
HOXB23212N/AN/A264602198401251101173330256216419706129413214
HOXB232121252274619029519241224994379467550215251466119710783704
HOXB232121167267420234320843525110477182475451781118665310233407
IGFBP734901315260128227230234146210259717237031086127869618202747
IGFBP73490129919622672803003734639839757867191096120068416512831
IGFBP734901107232725227731537144810539876976541031114762918573042
ITFG1815339582012220296160131186163511135376206835318634204
ITFG18153311742049150151158134186172530142319192824312646211
ITFG18153310953659144148160130193167586138314180874317632225
KLHL1155175N/AN/A164217170194224683602298322647919528722918
KLHL11551751402229615719717619720273363231982694110234576541033
KLHL11551751070164711391232181195199671647288481525941484625836
LRP140351715727830N/AN/A2992112217309541803727611555125925577323105435921862056981
LRP140351655525574449510740242490347821577913908512496132875794123510494751827955760
LRP1403517959215764620113103479131828407589723695111523124265984225124527891956858332
MBNL14154146936521702201971992875951543376370916299365279652141
MBNL14154N/AN/A17924019219424648617574294681175694551412162469
MBNL14154N/AN/A16821319322425142616974207756175588651110632162
ABCG2942913093268152169167156191260530258442446819374563430
ABCG2942911832545153168164158198291564236418427799379624378
ABCG2942910492971151170170168211308560237440378836346663377
AGTR1 ?18511871926286323160149190252442136338317677314620355
AGTR1 ?18512911993151179161160169259505136295484749336653343
AGTR1 ?18510041952150170163150192249498133297296750353636333
ANXA6309N/AN/A146153161136180221539165304269734319594289
ANXA6309N/AN/A140155159135179225553174312282691309664276
ANXA630910872623179167164142190224561159406314738321581274
ATRX54614822144209340218429459183610477576602756124488413375184
ATRX54612612412209322199503492190411018196562565122784914675461
ATRX54614042639207331196516449163510557856132688102864913205627
BCRL4 ?6169622330131129162140145146417122298170590239625191
BCRL4 ?61612152204128125142124151154428123299170673280624196
BCRL4 ?61613781625128128152125157149626145289169649262571190
CALD1800N/AN/A146166160156206519524266293635695365709564
CALD1800124122431501801661681955005762364154917454008151082
CALD1800115219371511781641682046485522424294817253906901328
CCND389612322220209539199311252241465638446012218056619281868
CCND389611552360211555N/AN/A2522348662393456136178016988531652
CCND3896149835862215922013402452396652703471130878514687781086
CD79A9731081250820839419524422982492360354115066335559651855
CD79A973109122932194172022482359401053592526139573712029031786
CD79A973218074082164221972422268281009796502142810289569311594
CFH3075296273918629244489303093447757247283278829198209725315736690378292776756270
CFH3075277223543429404511307997538309281623367130581206095295134779361992723653839
CFH307530374398483602552441281301412054404124019938796219585926334139343643086158420
CSF1R ?143613782744148152158132163193325134276221462229581297
CSF1R ?143612523033156155165134163191569248290225412241569291
CSF1R ?143610802796181197159135163188377137668548580293693284
CYFIP226999105623071551731531672234545662123363716993376741283
CYFIP226999N/AN/A149164162164N/AN/A6292253313566903747241461
CYFIP226999N/AN/A149181161177232566599182410369715361733953
DNTT17919174210501119277312488255453736748123931193264765626413923425431243563051
DNTT17919540206651219315512598957476739286134241266366565936514951431491040056363
DNTT179110136202151192294414899685551444945151121430070766129816001508431196962135
ELF420002141465456112655031355117447686742671430101204117302018412419240
ELF420002782547198017197251636110943897494762732551291016332116450020900
ELF420003053599162213254811235100341016757697832201281617312095409018652
FADD877210962796150158294224192218536194306277624293695393
FADD8772N/AN/A144163200189200237540189403312544294658393
FADD877211591942266331155141191236583170417297554284638351
FLOT22319120822071501971671952755595131953625285522848892139
FLOT22319117422631572071701932664255291873445426653149102313
FLOT2231912072070231296N/AN/A2493925431933365676093229172255
GAL51083128021042622951481541923504521743173504832666901003
GAL5108312122020154157152163184354503179307404520281694633
GAL5108313682970150171154169187395525168299362545302709949
GRN2896104831626215793442159650753102211388167136084923312169868151451141243026
GRN2896972315190165037101615503631032160982611448254503409910268122411141440711
GRN2896939915363200543871928605832642336787741458040522564211734127691093840721
HLF31312525474952812566751997107854743186480017241073623272825371817328
HLF3131235240386631702709214699551833264473216331137022993289355717425
HLF3131236245807732025714213996350463019492917101273622013348340715084
HOXB73217183740286371796597147478940614695389918191130314362455324314701
HOXB73217144128146781917599148681039744422399217151125213312000360417210
HOXB73217241349878052335672161388648514421386120531276619783309281413194
IL2RG3561594585055271090453228328681946584333488305825238831316143645641584
IL2RG3561610282165231068495258128261952885483447265820745909517546695943483
IL2RG3561664489076191257498259727151817194683767310325910855316312687042206
ITGB2 ?3689350962445501095433114473641071585196216041073831265483412919356
ITGB2 ?3689379264415471092496131174545371766220916471184430946208418920167
ITGB2 ?3689333964235391075564155299064632042262117291194934487411440820339
LAT27462N/AN/A2202122212596201114154412528751649141169323673057
LAT27462200434432352412503036231106141611178911644194190719723090
LAT27462199234482562592533076171074144211188801642184387619513024
LY6E406115352340141166138143155242385143284238446220578349
LY6E406113692428159163141145154232434139248228430209633332
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ACTG171297098213638033206533871376125069688331491210137218325194
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ARF1375174024811691901791844023719832458315904642811819741
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BAALC ?79870122825692001881841962645615913863896915203767571063
BAALC ?7987013492181198197183209255561580382363582574333747837
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MAFB993515233374186189171159187212484157256197404207624239
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CAT847131226661571981561922275345262903187193932567581306
CAT847264137181602001581912275345462763548443962527521118
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CORO1A1115113312708142188192258213109351651836021183373198333143
CORO1A1115114252629148205225268215117756852042425153613048623344
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CTSG151113241812142274159243167417458151248238366199735350
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ERCC1206710941798145156172204178733475181257249346262609327
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FCN12219152231451492922263112163304972353013964402126602487
FCN12219123625761513474206332452964952232974444092166822558
FOXP1270861623240735046826131831363685797655915876014479942646
FOXP1270861368223220021528832432078988596445610016554319612612
FOXP12708614342356211237198227336825926106547912326684969602216
GJB1270520702497149166264287175216379277238290244166538800
GJB127051573249614516714757503164219383274272400272178579948
GJB1270511541914146171337320153215389286273419263194559811
HGF308212402116147166235243186158500124257164304162589185
HGF3082136920061381379701226190166515122247164306158571181
HGF30821208238714014721172377193161504123258157305164620176
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IER38870N/AN/A174276222298328136714271546655215749153013304014
IER3887019946740182295252322318124313641487588193559270712973208
IER3887014952672200338407557382144211061200592163489144512113227
INPP5A363212392357128129229225148201332176211244289160642296
INPP5A363238483985127129279257156205369171224237291161607292
INPP5A363215923358126132205203161202390172230216286161568277
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KLF1106611557440526851325343524990158029340518646469399502455
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LIF3976234011788138166142173148247407166243420305194578350
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MMP24313147235238531053229238205304495200323705360217795568
MMP2431317673560209436202208206301505204320648347223657950
MMP24313566081211431692643102142975081982986083492407001201
MYC ?46091674248622322526232347481023021845837208264252822186732
MYC ?46091922222627227526126247183025802142857219065659921656141
MYC ?46091447203426129226228643673729202567900251979767722856412
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PAN3255967N/AN/A1321471431702078405312342485222991977461815
PAN3255967N/AN/A1301472042861965564892402534583222337421250
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PLAU ?5328625019454385118145712962036397377601482527912726919453790759534185
PLAU ?5328603919284396116247312462106414676329395132583139524896769813137087
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PTGIR573914621447921879174226129216353191209213270173524311
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RPL561255594361439160173980027551639411401573454943937468288056430835833521874671962796
SEPT554131406187016324218724919830984713813577063753258641776
SEPT554131267181216525016421621032589714263798563853218341553
SEPT554131758300515322044351923241175412524649923122168331866
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SMARCA46597N/AN/A2100537486431015655377762148470368452493169880180231811755209
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SWAP702307516223051137141205241161182330143245221309153582238
SWAP702307513282635137139246275147172328150236191283152547254
TM4SF14071247254086058384216351684343594887387499411058956925958636712
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TRAF57188N/AN/A27752631481717106833285022371935622817122816719128173
VAMP510791331856574051018503136412516143353351031841109939921046553921636
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ZNF227570N/AN/A178177279328188342422269285377370231607399
ZNF227570N/AN/A185195192231181304426246285380381242686375
ZNF227570N/AN/A181190185208184300455266263297343216609330
MPO4353N/AN/A155223165258335953933973599205259750215414295
MPO43532025604614921817330234011379921069522309050038116634546
MPO43531865526814723020634238513299451051629358147633615364714
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MYL24633150191657719055068643226161904328322558293831040655207630478912864661327
NFIA ?477440596312711161550310052930717220462271071067438023161818382275156987
NFIA ?4774N/AN/A9252088405901298175832576634536918732516147017822264554815
NFIA ?4774N/AN/A112226594491147311073543096142492970834851213026952382156445
NT5E ?4907N/AN/A154145156179204163488123245156336166778179
NT5E ?490720376196155144186189183163485123354175301148647182
NT5E ?490715182496148141187208189164476123330173258152725193
PDGFRB515941756052478161746410931666779682538131388119229914988866730326
PDGFRB51593887630845415343989161618812280688167351217838814878824230818
PDGFRB5159399960754681551380846140672688203830835361970210801223822128335
PLXNB22365414501493160171165196210233573206367555317187767765
PLXNB223654N/AN/A162173163197204234620210387641360203743409
PLXNB223654N/AN/A163178165212224294585208660631353211770604
PRKCQ558812862449134135171211164254441194328302293163680406
PRKCQ558815662192217249190246174251432191300244307158769743
PRKCQ558817241912131138187209179238433192326249275171671385
PTPN65777304253908930929694177690566813525502774317948122955388916158296672968961873
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PTPN6577728275380673833120852291107316806529913213520838119675508117662345442804154097
RB159251426212213813719436325960570511293377853712507741362
RB15925296161341461611712612426177171046297630395257773769
RB159251323288113114116921126059771212204154923052058261073
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RPS3A61891355257685543943805064207578910322816051737007263114492127218525
RPS3A61891234154555714194546574080534611106938153917181362718822129718230
SERPINI1527411931841131129152201154164371140233173282151579230
SERPINI1527412861956130127147177157162371145283227270160609221
SERPINI1527416132146131126148178160160412146228180295171559222
SOCS3902115792712192137210238206208506168335249467198779530
SOCS39021168531151881352342022082331387603398243357167750543
SOCS3902115942587182135232259214211520168398243393164822524
STAT1677213631562126128185179147146335121268163261141599197
STAT1677211301646127127225273155159366120224150267146545196
STAT1677211951616124127154205158147398123226156260150558179
TCEA1691720272934192223247383755349120744168117050031057103531889196
TCEA169172647500120124124840168130102112404810574690997108136509212
TCEA1691724994288200247259444645270221384154104749091148121235049957
TNFRSF10A8797115641526378217579602022368411532106536682809826417449956301608447254
TNFRSF10A8797104971393779616795061463377012016121097356720124861418646321587844916
TNFRSF10A87971114914143103621247621969384712837120817426798327020486059501510544255
TRRAP8295206444252182433244264731200230427891138235768664525766988
TRRAP829520643903227274231328432124423362842992206963157827047190
TRRAP8295172229493244092202944181084241727551012208374574928007496
VLDLR743613162002187163195211187207506338293209439187587446
VLDLR743613501757186163191209189204483305288203395185621423
VLDLR743615342572192168191168185225474276383215377180658441
bufferbuffer16183485162144942743201167474116416174282156786179
bufferbuffer17343513160147191212191166470112345159301156766179
bufferbuffer14282553156144262348195170517117361160288156794181
MT1G44951294220513614116224320659949347929772983905641763594
MT1G449515272211133142158217210593567466298839356224734668
MT1G449514912202132145153200207602492622297816369247673576
MYLK ?463813142310139152150205160296424147250230328209576269
MYLK ?463815303159137153342397159321440147941633305180637276
MYLK ?4638N/AN/A143157181208171319457150354251304181698279
NME14830127171327061311913369772146962068744962653032705578369831564644604
NME148301079911052597114439594227281249681946423624332585577681121690845391
NME1483013067134997671667186829043182154731087388557013382148044119351592140194
NUP98492825871769148140168243215246534169345337329173817415
NUP98492812101571144141155196213257528179352355321176823450
NUP98492813231768143137149188209252547167335330351180818366
PGDS27306456864097451556469474181545121003430339584815736597527840123173
PGDS27306N/AN/A8251679457496163441271020231608467112350578457769120616
PGDS273064201539010182061401489162243661012732608473113001639548820821695
POLA154221539204314414926135538962170225745255668649012171467
POLA154221796188014514920034039765470429043568568750412111313
POLA154221690182214715326258743568967226144370178656912741567
PRTN356571482241816931317428129710601054973624245252656314934283
PRTN356571665292517431516726731297713261227565213549554914314076
PRTN3565716934442178402438670404158413061242755276346154314704864
PTPRM579711682063133136220293182327394213320356312205698564
PTPRM5797131219291301392072821803483851993682541327200649506
PTPRM579714691832128138264328195322439214283355336209659477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 ?6777141622491281342873682043965183213795103832905841495
STAT5B ?6777153721571311391812642153854953034355514212757211195
STAT5B ?6777114218971311402102422133795152933774923762667451042
TFDP2702915062019N/AN/A2503432586467545524418893412198921114
TFDP2702912971807N/AN/A253340247648790618406770N/AN/A8921212
TFDP27029129217761561881772282485007556734668963822409441225
TNKS86582642368519024722944096539305005100261683838212891538481412952
TNKS86582457297318925322440298840085425108791311598712171323462412648
TNKS865829465203197291263415135857305446106632205984110901241515414684
TUBB41038215812200153161185272197381632385422822358231761630
TUBB41038213922295152167237299202373643351380835327226754818
TUBB41038214202110156180240344202416648337385986361234755554
XBP174944184791342911843527641717102526185807929432044920302796831236147
XBP174943911730443511322705911635963674191002424651809719083195791035602
XBP17494390965475181448261596163197927356974424981790217382705775736444
MT34504536136329222736464183047160499428551795306629933233296368845861637903401864819
MT345045792064729307195040297843760312385599265663335635293556487143444524113933864821
MT345045769362979252814353180944005813556600425671639642279946332749009523754124264436
NBL146812715222012290062601969782035492708915838600398815235816138295511715948151
NBL1468128325227393154687812486263441632302167396274116765722220980386881859352309
NBL1468129091226944150886015547322519937755194327398119105584826610456482302460203
NP486012401841135139155209140181313176213438284184605486
NP486013331727130131146197189206357194208412327176562509
NP486013901640127130153186146185344191231319326190549491
P2RY14993413792763143144212259133215313153276253308177590328
P2RY14993412062330128136189244140221325151336259295169638324
P2RY14993412802182124136212226143242350148346259310175636275
PIK3CG529413451828498560223294156236370235309385337184599534
PIK3CG529411951677130127220297152208336260235452339195600537
PIK3CG529411631726127123158200157222369238224415416225619502
PPIF10105144517671541971773032681589638305450213576490811814019
PPIF10105131319001572062184362651577663310473241467392710513814
PPIF101051509241115823119530629919546793208412575848129411424129
PSMC5 ?570519232643136142194264581179914232344728191199073425747276
PSMC5 ?570517492588135142209234563174414982506734219285765624575931
PSMC5 ?5705174524541401592323216241933147526198912316105185126086956
RAB13587212671783140180218319202489595554378582497416793800
RAB13587212112016138176173233193543598582356782466376729759
RAB1358721392183013818216221619051858475833464748241911551077
RHOH39915642208138155160222184492414287273428422239562449
RHOH39913783019137155171186180531430372390395417256660471
RHOH39913702398141158189249194541435387400386429242699425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34
STK32B55351759089243446942805012700490224996367971106532936198620772064643313
STK32B5535165377942420960268433282852032517135927824424668220021451797738941
TIE1707514892434183237178221266811897921505126358547013282921
TIE1707514672442183240190272267792859763470124861548812932638
TIE1707516233221203297226266312995N/AN/A636160354842013972712
TPM1716815993005133135197237157245321209316320325193656329
TPM1716813692431132132213271150236381208420309N/AN/A664304
TPM1716815143118131131188237159234394198385274393231653297
TYK2729713872165143144167216174188449255274333288189643409
TYK27297N/AN/A140147137164173191N/AN/A2743313362001094487
TYK27297N/AN/A138153140188158198430327243333334193589457
ZAP707535N/AN/A2283242112702143605524923623656094757831290
ZAP707535195032742644222562592303946305074383644903388451278
ZAP707535270961192503582582362474265485584453275113478061141
CSF21437359614120158156216276171202525202419223452262692207
CSF21437334717123155154189242169184513175380226433226816207
CSF21437N/AN/A157150185246164173491165341213411219694239
IL103586N/AN/A138166146190211372603223337416507382718869
IL1035862764116201341691451992003455112552744215232866771011
IL103586N/AN/A133177158228198322514240270410527306682659
IL8RA3577454168731471971903363101190738306623184944537613734568
IL8RA3577166132124455452172953061136760291575128851544912634232
IL8RA3577205527771481952133242981136698277590135051640912404274
CCL18636216932357138164186238192195531132403197388195N/AN/A
CCL18636218042750134165163192200193502132367215409203658306
CCL18636220283659135165151167196206514137337219433208684280
CCR81237N/AN/A132129140188171156439120270161452194670220
CCR81237N/AN/A131127493510173162480120280166675204580228
CCR8123714532752135127182191160157430120499194349175741192
LTB4R124119183252188227227220199382575240547458516360N/AN/A
LTB4R124117783230182219N/AN/A193585627238489471505339760376
LTB4R124141517739188218222291253532617271450436498352820426
Sp9_ctr 300 basesspike control 7169418281993042123985011959104787793933439751062251910980
Sp9_ctr 300 basesspike control 72362255418929019033845918281136102091534138731080274610846
Sp9_ctr 300 basesspike control 7N/AN/A19531618137849620341209105684134981045130124478682
B2M567N/AN/A97614181572582314026011502451160397471010714002
B2M567167432991794132485162445615851458549218349425012265561
B2M567168527891843912074402315716091530493171248627410954178
NONO484118532938168185228318405841823329800132974750328035257
NONO484116852384155159186241381768930419775124569143328336206
NONO484120652764161167161203N/AN/A1032467739139884853427166175
STAT6 probe A6778N/AN/A135128135140173154430116323168402197650184
STAT6 probe A6778N/AN/A137130143197169153450120288152467203705195
STAT6 probe A6778N/AN/AN/AN/A141183163145420122383197487208614209
IFNB1345611962472141144169224185196438139503230400200768315
IFNB1345613802187142144188246174191444141462209368209732289
IFNB1345614072113142144212278176192422138423222407201765292
IL13359613652202169168202251200379493254425405459260701406
IL13359613791828365560179201180310507224331480499246679443
IL13359616931830160162165179172325472212313378545301650476
IL13RA13597N/AN/A154152157244269463735708357754799414923670
IL13RA13597N/AN/AN/AN/A1452002564256685883877567483699901194
IL13RA1359736252287160153192272244406627451481525653384889629
CCL24636913752741164151251320202181490141519202465203711189
CCL24636913732448156145195228190167479136443198561203700188
CCL24636915612705226228177188187176520137390189504202642190
FOS23532354404459514983885556021306422644282373673914491420468811710
FOS235321743980337588354524520991373040022170622512861088441210974
FOS2353256437683907422905185081039370739401854562913491165432711098
SpeA93600212401639146148144196187241486161272278565314638372
SpeA93600216282512146155170214192233507174440275479296772280
SpeA93600214462337150159192228195233483175588264487280724282
SLITRK413906528132036722623823334987310961771104112661497213595532783579
SLITRK41390652870294722124122534388511561858108812101412206292637304307
SLITRK41390653291301224025120429382511151957114510581223227489836853877
bufferbuffer27256034178154150189223165513120342168597239718193
bufferbuffer18555978176151168222220182567121369169636244725188
bufferbuffer19664534171147149178208173537124387187765257760200
PGAM1522315863915192174272306210366521170557518550282859459
PGAM1522319023850190167210210356464560197583517599333798426
PGAM1522316863626181163215223217417533186542495665338752493
emptyempty17872334190168176154235175641125625208624250941177
emptyempty16882079314278168141223181661122496197693261797184
emptyempty14461978188168240307231177626123464180718261762187
IL2 ?355812091772135133163260176384470154273381487261652690
IL2 ?355811151658134137135187185374457164252357520280684667
IL2 ?3558N/AN/A136144176236174471488173500370512281755563
IL183606N/AN/A1631841722273367907053045609