ChIP-Atlas: a data-mining suite powered by full integration of public ChIP-seq data

Shinya Oki, Tazro Ohta, Go Shioi, Hideki Hatanaka, Osamu Ogasawara, Yoshihiro Okuda, Hideya Kawaji, Ryo Nakaki, Jun Sese, Chikara Meno.

EMBO Rep. 2018-11-09;19(12):e46255.

Abstract: We have fully integrated public chromatin chromatin immunoprecipitation sequencing (ChIP-seq) and DNase-seq data (n > 70,000) derived from six representative model organisms (human, mouse, rat, fruit fly, nematode, and budding yeast), and have devised a data-mining platform-designated ChIP-Atlas (http://chip-atlas.org). ChIP-Atlas is able to show alignment and peak-call results for all public ChIP-seq and DNase-seq data archived in the NCBI Sequence Read Archive (SRA), which encompasses data derived from GEO, ArrayExpress, DDBJ, ENCODE, Roadmap Epigenomics, and the scientific literature. All peak-call data are integrated to visualize multiple histone modifications and binding sites of transcriptional regulators (TRs) at given genomic loci. The integrated data can be further analyzed to show TR-gene and TR-TR interactions, as well as to examine enrichment of protein binding for given multiple genomic coordinates or gene names. ChIP-Atlas is superior to other platforms in terms of data number and functionality for data mining across thousands of ChIP-seq experiments, and it provides insight into gene regulatory networks and epigenetic mechanisms.
Consortium data used in this publication: http://chip-atlas.org
Datasets: DSR618HGK, DSR120SDK, DSR645ZZP, DSR556ACO, DSR773YHJ, DSR661XEV, DSR201RGC, DSR305CAU, DSR239ARU, DSR937RIJ, DSR194GDF, DSR093WVJ, DSR974PTZ, DSR048PZF, DSR521ZUU, DSR228WEY, DSR180SXE, DSR578HOV, DSR991NHB, DSR662JZV, DSR108OLH, DSR351PNC, DSR712GPI, DSR723GHH, DSR953RQL, DSR940ZJY, DSR478XJR, DSR337LFI, DSR658HFP, DSR805DMW, DSR577YNU, DSR164DEP, DSR766IQK, DSR352OSO, DSR579FSC, DSR591FPN, DSR059DHU, DSR400ISS, DSR839ZXV, DSR602OFY, DSR828KWV, DSR955UTI, DSR282DXY, DSR974NGH, DSR324LJC, DSR953RMG, DSR655DCM, DSR235CVO, DSR335UYE, DSR721GNL, DSR440CPZ, DSR870GRX, DSR701SSG, DSR968PSH, DSR861FFM, DSR553LEP, DSR251VJD, DSR254MCU, DSR908VXY, DSR350VIP, DSR385XFJ, DSR378XFG, DSR895XQC, DSR208YEV, DSR834AWK, DSR456WLU, DSR907POK, DSR694MUC, DSR714HQQ, DSR563ZNV, DSR412GKE, DSR158ENO, DSR183QFO, DSR856JYQ, DSR010NOT, DSR473DOT, DSR954HRF, DSR073IHA, DSR242BPT, DSR320JCV, DSR984CXZ, DSR513VRE, DSR935HFE, DSR873GFQ, DSR881XCL, DSR498PGG, DSR399MSB, DSR445OMX, DSR573DUY, DSR876KFB, DSR741ZWR, DSR997DEX, DSR904CJR, DSR105LGW, DSR589UWZ, DSR320VWM, DSR575TTQ, DSR771KLD, DSR108FJC, DSR521JCU, DSR674WOM, DSR730ALZ, DSR715ILK, DSR820BBL, DSR101YAB, DSR404JHM, DSR067BRC, DSR963REP, DSR497YXK, DSR089FRV, DSR895WSZ, DSR726SVR, DSR654FBY, DSR889UTS, DSR070TZI, DSR420NWX, DSR393XKC, DSR492VKD, DSR206NYX, DSR035VRO, DSR068IFO, DSR055EIF, DSR104RAY, DSR917XIK, DSR367OKL, DSR977WZQ, DSR731KBB, DSR535CUE, DSR297PGD, DSR012KGK, DSR987MDJ, DSR408ILK, DSR547GNQ, DSR499GAW, DSR777COD, DSR022AKK, DSR401ZJS, DSR879CGQ, DSR294AWJ, DSR611VGX, DSR504AAV, DSR924JBA, DSR702AIK, DSR295KRU, DSR523HKJ, DSR746BZC, DSR503DRC, DSR885EPN, DSR863QPI, DSR613FQC, DSR827TCY, DSR307VXN, DSR807PPB, DSR552GAU, DSR086ASV, DSR675GBO, DSR012XHI, DSR709LDM, DSR699RDX, DSR429BAM, DSR729IJS, DSR830MFQ, DSR540WBL, DSR420CEV, DSR239KFQ, DSR317RFI, DSR337EJT, DSR728UVP, DSR494XRD, DSR227HNX, DSR111GNU, DSR906THX, DSR264USI, DSR849BKN, DSR495MDJ, DSR131VXM, DSR336KAJ, DSR818MCX, DSR862CQJ, DSR802HKG, DSR488TNV, DSR395ENA, DSR101TIW, DSR974IWM, DSR541BVK, DSR898GSD, DSR272VBX, DSR790PVU, DSR435NPT, DSR527OVG, DSR329BMO, DSR049NKL, DSR861GQO, DSR042RGL, DSR741IST, DSR161DPJ, DSR911OQT, DSR074FIF, DSR344IPZ, DSR306ELP, DSR782FVR, DSR568CMI, DSR956IPN, DSR849QAX, DSR566OJL, DSR908DMS, DSR795VAX, DSR975PZI, DSR877STJ, DSR007RBJ, DSR192USQ, DSR787KQZ, DSR472DYH, DSR741ZMU, DSR475VMZ, DSR700XSK, DSR206XDZ, DSR788ZGV, DSR227UQF, DSR356LFL, DSR750BPY, DSR170VOW, DSR480PWE, DSR771AIA, DSR731DEG, DSR662YAD, DSR832BGK, DSR074PTU, DSR261ENL, DSR438ARP, DSR127XWZ, DSR653SXW, DSR982SAR, DSR400GDF, DSR079ZYZ, DSR144WDI, DSR626KJI, DSR122NKQ, DSR198DZH, DSR618YGD, DSR872JND, DSR104ULE, DSR870BFE, DSR180MBP, DSR506ZBH, DSR486IQM, DSR518VQI, DSR240SCC, DSR118XAD, DSR823SUO, DSR434XUW, DSR739JRN, DSR635IYY, DSR188ZAX, DSR234FOF, DSR134ARN, DSR002VKY, DSR260GGW, DSR727WKG, DSR182OZJ, DSR509CLD, DSR585DKC, DSR295AJH, DSR133NEG, DSR281YAB, DSR655SUT, DSR114IWK, DSR963TEY, DSR002SLX, DSR927QBL, DSR097AWU, DSR257QPG, DSR165APT, DSR645SNY, DSR651GFD, DSR507UWH, DSR736RNZ, DSR716CUU, DSR023SDM, DSR192STS, DSR793YPG, DSR813SCM, DSR749EEQ, DSR676PHB, DSR847MJD, DSR521WYV, DSR190TVQ, DSR380SLX, DSR268QTL, DSR008BBT, DSR483RHB, DSR968CTV, DSR966BXK, DSR518HOW, DSR370KIZ, DSR881VHP, DSR739NAJ, DSR407MJH, DSR448AMD, DSR417KXF, DSR886QWM, DSR160BWP, DSR069BSZ, DSR252KNU, DSR789TQW, DSR920LYX, DSR920BGR, DSR866HYC, DSR237IBX, DSR526VOG, DSR885BSZ, DSR958NQX, DSR469SRC, DSR643KCO, DSR638GWG, DSR539MTQ, DSR843DDZ, DSR698EKA, DSR440BEI, DSR809RXO, DSR618NDT, DSR259NWG, DSR524HQN, DSR285GGI, DSR144CCA, DSR753QQJ, DSR046SEY, DSR416DWB, DSR672HZT, DSR949OAS, DSR763QKG, DSR561JAO, DSR939JKO, DSR176VXD, DSR057IWE, DSR158OJX, DSR963QAO, DSR943ERO, DSR642AHW, DSR586ZCU, DSR575AGN, DSR789DFG, DSR299NMY, DSR046MAT, DSR373YCF, DSR902MFN, DSR664NZS, DSR501BQN, DSR084LYI, DSR953MXQ, DSR139GKI, DSR250RSS, DSR871HOT, DSR448VSD, DSR398LYY, DSR391NHE, DSR314YIO, DSR702GBN, DSR964ITU, DSR658AEW, DSR000RZA, DSR355FBW, DSR134ZQE, DSR967DQJ, DSR359DFW, DSR535DGA, DSR498MZH, DSR510UVR, DSR653XKS, DSR242CZW, DSR147QJJ, DSR123OQX, DSR081BPN, DSR575BQJ, DSR312PMF, DSR323XQX, DSR885IXC, DSR982LVN, DSR374KTP, DSR697NBZ, DSR840EVD, DSR742MRQ, DSR606OQR, DSR877OWF, DSR375MAU, DSR160PYO, DSR848LZY, DSR475PYM, DSR851HDB, DSR794VUN, DSR522AVJ, DSR086JJG, DSR872ZKD, DSR652FVJ, DSR914ERF, DSR641WIW, DSR170HYM, DSR881BAP, DSR877URN, DSR551XXL, DSR895HIV, DSR171SFZ, DSR541PTW, DSR718QPF, DSR546ZVV, DSR027ZPQ, DSR494GOK, DSR297BKA, DSR322OLH, DSR667DJW, DSR873ALZ, DSR394RDK, DSR614LGX, DSR595LTD, DSR913ORN, DSR678UGU, DSR163QIJ, DSR534MWT, DSR069PBW, DSR238XTT, DSR668YYX, DSR038RHH, DSR881QRS, DSR702HMT, DSR239NWH, DSR505YPM, DSR199VQC, DSR920NWL, DSR170RZF, DSR268PHG, DSR057TVF, DSR997TJV, DSR463LRQ, DSR887EMQ, DSR569LZX, DSR834FYH, DSR268JUN, DSR008LFO, DSR315FRA, DSR985QDX, DSR757SGA, DSR426WUR, DSR212NTI, DSR217QID, DSR038LCX, DSR354SZV, DSR238XOC, DSR820QDH, DSR645VUL, DSR132DAC, DSR026ZTA, DSR124PLH, DSR125BRA, DSR304ILH, DSR157WLF, DSR898IID, DSR045ZFX, DSR547ORX, DSR959CJP, DSR168GZG, DSR997YSE, DSR515IEQ, DSR764ZSL, DSR393BDV, DSR398QIA, DSR617DDH, DSR661YEQ, DSR595YPU, DSR675DQQ, DSR568ZXB, DSR675RFC, DSR109RRW, DSR574YGM, DSR469BJT, DSR199XYC, DSR690SAR, DSR941TNO, DSR815XXH, DSR927SOI, DSR632QPJ, DSR789NPM, DSR400PQN, DSR908VDG, DSR337GCY, DSR982ZYC, DSR589PDV, DSR498UJA, DSR305CKM, DSR776XCJ, DSR967HNQ, DSR231BQO, DSR779HRP, DSR391OTB, DSR654ADR, DSR571UUX, DSR168BIG, DSR444XHU, DSR973FVQ, DSR771GIS, DSR108FHO, DSR889CCJ, DSR098WTT, DSR122YGR, DSR655OUJ, DSR246BCR, DSR378GKW, DSR014CRO, DSR355FEE, DSR285UOW, DSR490XOH, DSR499JSY, DSR284SDQ, DSR837LJK, DSR007KDG, DSR949YBV, DSR974WBA, DSR892DHE, DSR263HYJ, DSR071AEZ, DSR802PXL, DSR769DZK, DSR133CLX, DSR136ILX, DSR540KFB, DSR359TTS, DSR112UST, DSR720OYR, DSR292QNC, DSR402VXO, DSR575OGW, DSR109GCX, DSR911KZG, DSR489KOV, DSR144YDI, DSR585UMC, DSR234YON, DSR804LQD, DSR213TXH, DSR815PXS, DSR478XSH, DSR705DMG, DSR184XCZ, DSR761ATG, DSR359BRZ, DSR462BUW, DSR864KBV, DSR193LTT, DSR008HJP, DSR917INJ, DSR782AET, DSR450XUZ, DSR976MIK, DSR365YVY, DSR346ZYY, DSR097ZVL, DSR464KZH, DSR263KHK, DSR434ESV, DSR735DLU, DSR599PBO, DSR367ESX, DSR283FPC, DSR625VOV, DSR244AYI, DSR295CVL, DSR815ZSB, DSR134YLP, DSR704WVL, DSR436RUE, DSR929IDJ, DSR765HIC, DSR994XVO, DSR466IWS, DSR795LUU, DSR169DWO, DSR036YMJ, DSR620NVV, DSR075GPP, DSR071POC, DSR026FET, DSR745RPS, DSR466VYZ, DSR445AVR, DSR416SOU, DSR730HWN, DSR027RDG, DSR071JZZ, DSR920SPJ, DSR042SCF, DSR111VYF, DSR176CHC, DSR752EOW, DSR262SES, DSR339ACK, DSR276YWP, DSR153UHI, DSR662DEH, DSR429QEJ, DSR657CEN, DSR603BXN, DSR759UOG, DSR426RWQ, DSR564QQH, DSR406EPW, DSR001AAB, DSR485IRW, DSR828HGX, DSR006NHJ, DSR965YNE, DSR410ETW, DSR936OND, DSR967JLZ, DSR078BJV, DSR642FLL, DSR827VVM, DSR013SDH, DSR947BYV, DSR902XNK, DSR800UAT, DSR913RMK, DSR809ZLR, DSR981MUX, DSR065JXQ, DSR613MZN, DSR321LDM, DSR473FKW, DSR665LTQ, DSR346XCX, DSR434KWI, DSR655KFC, DSR574VSQ, DSR859IFV, DSR950BXJ, DSR112UVC, DSR551DCG, DSR329ZJT, DSR027VLJ, DSR625GRF, DSR858IUT, DSR496NDA, DSR932SFE, DSR586TTC, DSR118QPM, DSR744YFQ, DSR377BKR, DSR315WHB, DSR792MWN, DSR510SAV, DSR047CFI, DSR877BMG, DSR060QZO, DSR043XYN, DSR867YYD, DSR805HDK, DSR612HZP, DSR822OQV, DSR267JTF, DSR855TRJ, DSR066MFT, DSR707NES, DSR780WQM, DSR638CII, DSR294UOW, DSR459KDU, DSR836UCW, DSR825TBF, DSR263KFM, DSR783VIR, DSR296IFK, DSR486EWA, DSR084KAX, DSR063QOO, DSR820BZV, DSR034MZJ, DSR182HKE, DSR464RYV, DSR517CTZ, DSR357RQZ, DSR738JVT, DSR783QVF, DSR694FCO, DSR600JWL, DSR853MSP, DSR452WAK, DSR349TEE, DSR695GCH, DSR877FQS, DSR022XKZ, DSR610SKY, DSR035CQD, DSR332FMJ, DSR277EUT, DSR121JVY, DSR137PGE, DSR687WRC, DSR594YMG, DSR748RMF, DSR417USV, DSR990CED, DSR015YNE, DSR510EGB, DSR424UBB, DSR093GWZ, DSR887XCJ, DSR045CLX, DSR383WGV, DSR682PQT, DSR639MOA, DSR948SFD, DSR444UPV, DSR360YPK, DSR109HUT, DSR431YSH, DSR934JRE, DSR034GOY, DSR099PPL, DSR921QGE, DSR403SSG, DSR049XXI, DSR430VJQ, DSR789WVL, DSR048QNL, DSR307EFL, DSR599NVJ, DSR131AOI, DSR742UJN, DSR623DLO, DSR526HQM, DSR135LHL, DSR181SVH, DSR045FJS, DSR572IGL, DSR954RCB, DSR886VRT, DSR814DJL, DSR931DQJ, DSR424JFE, DSR457QWT, DSR240TUP, DSR957WSW, DSR783MGV, DSR208YAN, DSR451AEQ, DSR380EUM, DSR498XWK, DSR648MAF, DSR341GND, DSR040SBK, DSR596VGM, DSR006QOJ, DSR229MNE, DSR045GZE, DSR427VFP, DSR044RQC, DSR467PHY, DSR258GDK, DSR564NEB, DSR819FFC, DSR687KSD, DSR953YFF, DSR382MZQ, DSR979KHV, DSR751XLS, DSR383DTU, DSR208YLP, DSR195BAS, DSR066KYD, DSR294GEZ, DSR582VBD, DSR238VMX, DSR461WJT, DSR836EQB, DSR483WBD, DSR917VDV, DSR074BUR, DSR922OOJ, DSR575LCP, DSR613LTL, DSR857NVD, DSR412PEI, DSR242ZSZ, DSR487NIE, DSR642FJQ, DSR818RAD, DSR747JZL, DSR632NNZ, DSR156YPS, DSR919IQH, DSR936TIB, DSR050ERE, DSR097IRO, DSR502RDH, DSR356NGI, DSR575BBV, DSR661NIP, DSR500XIS, DSR163PPB, DSR789FEO, DSR696MIR, DSR191JBF, DSR448RRL, DSR146MFY, DSR624FGF, DSR043APX, DSR847BZE, DSR465QVQ, DSR657WTL, DSR464NDS, DSR365PUN, DSR016NPW, DSR646YYT, DSR861GVO, DSR777EHZ, DSR292PPY, DSR144QGV, DSR480BBB, DSR084XKT, DSR588HJH, DSR184CQC, DSR755DDP, DSR152TMS, DSR465WNR, DSR172AGT, DSR531AAJ, DSR941EMH, DSR313KAT, DSR530DKI, DSR335BBK, DSR026BRY, DSR435UCH, DSR473ECD, DSR227WEK, DSR129OGO, DSR955GWP, DSR323OLK, DSR296FOQ, DSR273KEW, DSR908NQR, DSR377CXG, DSR896UYJ, DSR561UQE, DSR463IVN, DSR918WXQ, DSR990CMG, DSR188WQI, DSR948TOH, DSR248SLU, DSR208MAC, DSR978QVE, DSR946YTQ, DSR930QMP, DSR026EKW, DSR605JGZ, DSR244GEY, DSR706IDU, DSR771DVV, DSR267GYW, DSR157UEG, DSR992DFA, DSR534MOI, DSR663MLZ, DSR585VEN, DSR158CEJ, DSR465CAF, DSR533YFA, DSR709WIF, DSR272SHL, DSR303JQK, DSR721HNV, DSR833DOD, DSR356WTZ, DSR296VHZ, DSR152SRX, DSR917LYS, DSR020ZGV, DSR505WBU, DSR447GIZ, DSR478PXP, DSR979FLO, DSR559ASW, DSR116FZU, DSR389FUM, DSR799YFA, DSR999LXJ, DSR405HBQ, DSR886YXD, DSR952PDK, DSR602FAS, DSR802IXO, DSR629RJJ, DSR412YFW, DSR751HXJ, DSR491HLR, DSR342PPA, DSR761JKG, DSR530BFU, DSR025CSW, DSR921CCH, DSR361QYA, DSR930GCC, DSR432RYN, DSR724NHK, DSR616NXT, DSR492JIB, DSR285GQV, DSR129JYB, DSR732FJV, DSR198FSX, DSR064CXA, DSR565WND, DSR230CDS, DSR002PMK, DSR049XOU, DSR241IFQ, DSR273HED, DSR041SVP, DSR471OPR, DSR544CUI, DSR613QSM, DSR811RZZ, DSR847OHD, DSR552JAD, DSR009VEU, DSR796EYZ, DSR203NGT, DSR084HUO, DSR086VUJ, DSR964QFU, DSR329LUK, DSR486WIC, DSR734ACC, DSR235DEG, DSR925ZOW, DSR874XAB, DSR243NYT, DSR928GGQ, DSR951OND, DSR165RXW, DSR800TXQ, DSR419TBY, DSR251KPZ, DSR405ADN, DSR304HUU, DSR808PPF, DSR235KEP, DSR449DGD, DSR001OWQ, DSR256KHX, DSR902JNR, DSR687WXO, DSR897CAU, DSR431SFI, DSR784VZL, DSR172MLA, DSR710SZM, DSR744GOP, DSR834JJI, DSR401WWQ, DSR889VCH, DSR780BSU, DSR840DAS, DSR138IOE, DSR583DSL, DSR680JMZ, DSR863BHY, DSR763UYO, DSR380WVV, DSR820AKK, DSR988BXL, DSR927OLZ, DSR538IZE, DSR401NRR, DSR726FZP, DSR626SND, DSR299MGA, DSR299IJP, DSR605ABF, DSR584XEE, DSR387FQO, DSR971ETL, DSR298LGY, DSR283ABW, DSR598HEE, DSR955LGD, DSR896UNE, DSR796XHU, DSR741SLX, DSR687BAS, DSR872BPV, DSR392JNG, DSR706YII, DSR203BHJ, DSR023RXU, DSR271KGQ, DSR329GPR, DSR205LSL, DSR006WCR, DSR968ZVK, DSR801NZA, DSR113BHO, DSR095NPR, DSR165MZX, DSR466ODF, DSR813OIM, DSR029YYH, DSR537ISX, DSR541WVC, DSR654AVF, DSR166CJJ, DSR014GTX, DSR849XGL, DSR880MKQ, DSR813KNZ, DSR906OGA, DSR402KUX, DSR921EPL, DSR312CYC, DSR039RGP, DSR547ZXP, DSR654QWR, DSR161FBZ, DSR215DSN, DSR583ODQ, DSR456PMC, DSR025EEH, DSR810GSC, DSR868TQQ, DSR692JAC, DSR917UXB, DSR765WIY, DSR950HWN, DSR407PFZ, DSR876LWB, DSR628LVR, DSR316SPH, DSR479RTF, DSR262UFC, DSR271GOL, DSR520AGC, DSR862IOI, DSR843CPO, DSR790KTD, DSR793OEJ, DSR319SPN, DSR400JPC, DSR128IBO, DSR625KWI, DSR371UVP, DSR955RVB, DSR714BAF, DSR609KMG, DSR451DIA, DSR236FEK, DSR671WBV, DSR754UCJ, DSR824KDK, DSR078JKT, DSR061AAE, DSR614IHR, DSR837UGK, DSR405QMZ, DSR549ZJZ, DSR705RBX, DSR044RQM, DSR871JBA, DSR486HYI, DSR138IFO, DSR686PSO, DSR956RSG, DSR193BGN, DSR617ZSK, DSR419GAP, DSR462MTY, DSR415LPB, DSR270UOU, DSR989NFU, DSR453YYA, DSR903UOE, DSR559CAH, DSR365EBN, DSR336HIW, DSR483NDA, DSR959AOM, DSR916BTO, DSR644PSO, DSR908SRQ, DSR505HRV, DSR103XFG, DSR667VZX, DSR180ISW, DSR688DKK, DSR147DYT, DSR933DVF, DSR980WKE, DSR340AWL, DSR401BLE, DSR256JVG, DSR255WYK, DSR509ZNK, DSR744VJQ, DSR130HIU, DSR174URM, DSR450ZFE, DSR732CJL, DSR673DCM, DSR559EFU, DSR833CVL, DSR168EMJ, DSR555NUJ, DSR404TZP, DSR982CLX, DSR313OEO, DSR142YHV, DSR887IKO, DSR460SZO, DSR253QJP, DSR336WLZ, DSR653VWD, DSR398BLS, DSR524FTK, DSR808FTH, DSR021EPT, DSR066RYT, DSR446WWU, DSR930AJS, DSR902JSJ, DSR731ZVW, DSR548UHV, DSR855GPE, DSR289VWT, DSR931KQV, DSR744JQN, DSR331WWO, DSR289ZYU, DSR248ZTU, DSR142ASL, DSR834YDU, DSR634YSR, DSR734IRG, DSR097VDW, DSR060EJW, DSR416OYO, DSR229QNR, DSR538IPB, DSR359EKH, DSR514EIH, DSR684ATE, DSR231NZC, DSR215SVS, DSR785ENI, DSR925NZK, DSR292DVL, DSR432BST, DSR963FES, DSR922ARB, DSR203RYC, DSR777AFV, DSR982ZYO, DSR567UUS, DSR671EQQ, DSR978DHX, DSR255FMF, DSR469QBK, DSR970GFQ, DSR164UJZ, DSR685YUE, DSR383KOR, DSR403ZTW, DSR564GAP, DSR165UHO, DSR861BZL, DSR496TBB, DSR798BLI, DSR676OAM, DSR565JWZ, DSR700BJH, DSR403JKG, DSR510FWG, DSR768VDN, DSR547AMA, DSR129QQZ, DSR668QAT, DSR889ERK, DSR215TUW, DSR416QNM, DSR503AEV, DSR513IKK, DSR041YTN, DSR683BXQ, DSR159ZEF, DSR500JJQ, DSR111QKO, DSR734LQC, DSR470EMG, DSR117YEU, DSR353KMG, DSR594OFS, DSR669CTJ, DSR934CCR, DSR019DEH, DSR905NPP, DSR128RIZ, DSR430URT, DSR620TLS, DSR461BQC, DSR407KJZ, DSR036KVG, DSR042EXR, DSR999OJN, DSR436KIR, DSR810BMZ, DSR866EHS, DSR428XYF, DSR038FLK, DSR962VVG, DSR442QTR, DSR965MTR, DSR861WHR, DSR266OVW, DSR052UQB, DSR164JMU, DSR473AFO, DSR490XIY, DSR446PKR, DSR445MTF, DSR243KNW, DSR165CDJ, DSR803CXA, DSR119IAM, DSR027HVH, DSR114TQW, DSR715ACG, DSR627ZHI, DSR913MVI, DSR856NEV, DSR689WJN, DSR033VLE, DSR462LWE, DSR926TMV, DSR072BPX, DSR016WPB, DSR937RAA, DSR558RHS, DSR338ZRB, DSR241HZY, DSR619DDH, DSR171LTK, DSR980HRA, DSR730PBQ, DSR823SVP, DSR389IIL, DSR619PEZ, DSR503YQG, DSR421QXK, DSR381EZM, DSR101YYN, DSR842WWP, DSR028WCS, DSR586AYE, DSR178ZSI, DSR153XVQ, DSR027TQK, DSR809IOO, DSR346AIJ, DSR675SBX, DSR041VDJ, DSR238FGU, DSR727JHD, DSR921FGZ, DSR632ISW, DSR650GVU, DSR716VQV, DSR915SNU, DSR531GSH, DSR577WPM, DSR889HBR, DSR442EYV, DSR638HLR, DSR332LKJ, DSR302LSB, DSR370CHM, DSR320CDJ, DSR231XUP, DSR854BVX, DSR823FIG, DSR940DAK, DSR337KIQ, DSR315KYV, DSR118BGF, DSR727BSY, DSR751KCT, DSR725ATN, DSR668JDQ, DSR562JSI, DSR741BOL, DSR474DDE, DSR644WOX, DSR645FZK, DSR948XDC, DSR691UAS, DSR869YTG, DSR749ECE, DSR048JAE, DSR734XUN, DSR695YCS, DSR923UJS, DSR037MPI, DSR026WMS, DSR119NNB, DSR478IXA, DSR410MYW, DSR985FIB, DSR175YCP, DSR194HNB, DSR029ZIN, DSR943XMD, DSR810MIX, DSR266BKQ, DSR998LVB, DSR843YYZ, DSR919BUY, DSR613FQT, DSR655SKZ, DSR281HNR, DSR589IQZ, DSR141AHV, DSR228YGS, DSR859WFA, DSR784OTA, DSR523RZO, DSR512EXH, DSR859DLK, DSR323ZLI, DSR261JUK, DSR614MXO, DSR994ZPT, DSR601VKL, DSR039HKH, DSR175ZYE, DSR266ZLL, DSR456AJH, DSR161OEG, DSR883GHE, DSR483SSR, DSR743XZV, DSR130AWX, DSR170SSZ, DSR342ORM, DSR648RJC, DSR148HCR, DSR346OXN, DSR918JND, DSR315WCB, DSR698BYG, DSR133RGI, DSR734TGR, DSR635NLE, DSR613CVT, DSR869HWL, DSR038LHY, DSR281JPL, DSR612MKJ, DSR602XNB, DSR295RZO, DSR974OPD, DSR853MOE, DSR328PHA, DSR230AGQ, DSR833SRN, DSR681KTU, DSR841ZYZ, DSR135JWI, DSR926UDG, DSR927IPU, DSR748DGD, DSR868YGO, DSR101BNY, DSR248LDD, DSR471JMP, DSR006BKZ, DSR306SLU, DSR976KIV, DSR078VLV, DSR007RUJ, DSR501BSQ, DSR818EUJ, DSR208TMI, DSR414DIV, DSR743BUP, DSR121UHG, DSR439ZDY, DSR834JZQ, DSR696CGU, DSR134CON, DSR006XUG, DSR268BLV, DSR332SII, DSR958AKL, DSR998GOJ, DSR859DUF, DSR324HID, DSR769FLW, DSR294BDQ, DSR035FKJ, DSR822ERD, DSR622IRJ, DSR635AIO, DSR659BWE, DSR738DXE, DSR935WFQ, DSR651WME, DSR041LOO, DSR853YIQ, DSR734LFK, DSR304JYV, DSR988RZF, DSR826KAX, DSR405XRI, DSR682VEO, DSR245HPS, DSR603VML, DSR599ZRJ, DSR721VKO, DSR056NBX, DSR122MIZ, DSR614KUN, DSR591JMU, DSR777VGK, DSR256EUN, DSR531XHX, DSR761KYR, DSR818MUC, DSR815KKL, DSR902CFI, DSR948PFC, DSR421XMY, DSR566EUU, DSR926NQU, DSR711NYW, DSR976VFP, DSR500FPX, DSR957ACH, DSR370KMK, DSR982FPE, DSR984IHK, DSR984NDW, DSR558MNZ, DSR107EVS, DSR506PNG, DSR378YYD, DSR258PNP, DSR091ZFB, DSR347FPT, DSR220BBP, DSR782YGE, DSR423EZN, DSR855VBS, DSR299GUT, DSR744WSC, DSR463OGL, DSR935VSQ, DSR691PTG, DSR655FKJ, DSR834WUF, DSR832JEP, DSR837TEV, DSR252WJK, DSR720CZQ, DSR417FAD, DSR052ZWG, DSR330XMK, DSR831JYW, DSR811QXG, DSR210BYN, DSR931TSF, DSR873LHN, DSR324FVX, DSR143HRT, DSR671YEO, DSR886FMG, DSR228CGU, DSR587QBR, DSR865LBX, DSR833PXU, DSR230QJY, DSR486JQJ, DSR128VWL, DSR979MOP, DSR446ISR, DSR141RKI, DSR306DLO, DSR877FMG, DSR880XEN, DSR102WDM, DSR462KYR, DSR870TRZ, DSR777EAA, DSR486HPX, DSR806ERZ, DSR310WZV, DSR312IHJ, DSR594FYY, DSR707KRI, DSR784KZA, DSR253USV, DSR911IGW, DSR297EKB, DSR610DZY, DSR350EVB, DSR051UHB, DSR354GST, DSR678LOB, DSR898ATG, DSR437KPA, DSR809WFT, DSR164KIW, DSR648BWC, DSR590LQI, DSR917DTM, DSR459XOM, DSR937QWQ, DSR718HIX, DSR444MOP, DSR024BXB, DSR679FBZ, DSR452TMD, DSR407OSW, DSR026ROY, DSR273SWT, DSR706DJQ, DSR136QJO, DSR299ZHP, DSR688ZRP, DSR690FYA, DSR872OJT, DSR134NHG, DSR028YIO, DSR078BES, DSR741JCU, DSR220ZWQ, DSR194GVL, DSR497XLY, DSR491YPR, DSR939GRJ, DSR950MGS, DSR592DFF, DSR863DYH, DSR124OQD, DSR940WEH, DSR928HOF, DSR699BQZ, DSR829FNQ, DSR263GLU, DSR883SDX, DSR536UNC, DSR087HYB, DSR932PSM, DSR758FRT, DSR965CAM, DSR257RKK, DSR045WFD, DSR988CEW, DSR702TFD, DSR830HDI, DSR567SVL, DSR166EHI, DSR862BVE, DSR392MFN, DSR628MYR, DSR677SMZ, DSR099URT, DSR140CWC, DSR960DMW, DSR633TVW, DSR877NXN, DSR012NVK, DSR252ECI, DSR718TZV, DSR066LSB, DSR838JMF, DSR977IXE, DSR350AOS, DSR457YAR, DSR989QBA, DSR726XTX, DSR835IJD, DSR277ARK, DSR546KFG, DSR291OFO, DSR526QKU, DSR783HIA, DSR094RIA, DSR299MQJ, DSR628SHA, DSR897ZUT, DSR818ZLY, DSR845JOK, DSR184YJP, DSR942DXG, DSR039ZDJ, DSR819MID, DSR421SCF, DSR581BEC, DSR669EGZ, DSR287FQP, DSR331KUF, DSR689DFX, DSR906BZH, DSR817QSX, DSR822EYN, DSR589PDF, DSR118QJN, DSR763PMQ, DSR733CED, DSR993NEB, DSR363LMW, DSR621TWR, DSR484EID, DSR995IJN, DSR308HEH, DSR381WKH, DSR069PBC, DSR971YBW, DSR184VNY, DSR957YFF, DSR297BQG, DSR824RUW, DSR689XXD, DSR131TUW, DSR750EQW, DSR245SZA, DSR612SLR, DSR683BXH, DSR599QEO, DSR675JYI, DSR028APK, DSR286PTG, DSR954YHO, DSR719EIE, DSR814IBE, DSR352ERF, DSR841NUD, DSR740HVM, DSR799BPM, DSR239MXB, DSR388WYG, DSR021KXW, DSR685HTT, DSR760RQV, DSR381MAQ, DSR636BZN, DSR757OLP, DSR394ODR, DSR178GHY, DSR764DBK, DSR575NBV, DSR900GIZ, DSR517SOO, DSR087JGL, DSR837HMI, DSR463LAW, DSR239OQZ, DSR855ZQV, DSR844PDP, DSR585SZU, DSR627JAL, DSR229BKS, DSR399HCD, DSR934MXE, DSR448GZI, DSR675FBA, DSR006MLI, DSR888CSC, DSR209TYC, DSR837SJN, DSR306YOK, DSR090BBO, DSR834VWR, DSR247TPK, DSR703JGG, DSR370OJT, DSR524JHL, DSR818PYP, DSR453KWC, DSR567QDK, DSR139PBF, DSR862UKP, DSR669PBL, DSR629GTL, DSR323LSH, DSR290UNZ, DSR505TCS, DSR226HCQ, DSR431VOC, DSR336ZJC, DSR591ISP, DSR662XZS, DSR746ZZI, DSR337DRE, DSR192GHZ, DSR225FOM, DSR301ZYY, DSR345MRE, DSR129YQP, DSR216BGX, DSR688AWL, DSR301HES, DSR623DCW, DSR526WBP, DSR583FEX, DSR688VAT, DSR887HNV, DSR144IIC, DSR849LEV, DSR573GTC, DSR114DOT, DSR782STV, DSR301RQQ, DSR212HIF, DSR842RXR, DSR900GIN, DSR739SVF, DSR141TPI, DSR580RBU, DSR397WHI, DSR324RRG, DSR396PFI, DSR578SAY, DSR013BOE, DSR191DOZ, DSR301APB, DSR579NHR, DSR254PNI, DSR333REL, DSR508VND, DSR978JTC, DSR685DPN, DSR290UPJ, DSR572EWP, DSR422CAX, DSR682JJV, DSR297QCO, DSR833UUW, DSR879XGD, DSR628EOE, DSR222NXQ, DSR389JOJ, DSR831RUZ, DSR717JNP, DSR517GNC, DSR410ARI, DSR157MZQ, DSR063KUW, DSR995UEB, DSR019JBN, DSR570IAO, DSR679KVK, DSR916AIF, DSR696YKZ, DSR056SWP, DSR164FXU, DSR323NMT, DSR766KYM, DSR764REB, DSR420NXD, DSR704IVP, DSR547LZK, DSR458FNT, DSR208NOJ, DSR002BPR, DSR868DZW, DSR135FWI, DSR128PUG, DSR100BDQ, DSR009PBQ, DSR044NOL, DSR121ZVO, DSR497ETD, DSR316FYJ, DSR602TRT, DSR500ILS, DSR105YKE, DSR464VAI, DSR936YER, DSR506HUM, DSR365ACB, DSR010ZJW, DSR843QGG, DSR760ILD, DSR612PYG, DSR622ANU, DSR256LPH, DSR501EQR, DSR768TTH, DSR496KHL, DSR727CZC, DSR098DJN, DSR274QPL, DSR870RPP, DSR392YFI, DSR706ISH, DSR896CFE, DSR855HPA, DSR573FAU, DSR607TKG, DSR924GPB, DSR559YFJ, DSR159FAF, DSR042QDJ, DSR093EKQ, DSR661IIT, DSR279ABD, DSR959USE, DSR775ASU, DSR844TCE, DSR073DMC, DSR245IPY, DSR382EKH, DSR203UJE, DSR192NWD, DSR389QIM, DSR962SCM, DSR478SNG, DSR791ADX, DSR024QVM, DSR647UVA, DSR997NBG, DSR698LNS, DSR956ADD, DSR914FNH, DSR510DSK, DSR004WIE, DSR932MER, DSR388QAH, DSR255EYR, DSR426JNG, DSR511JDY, DSR699SJK, DSR365YSB, DSR553AHW, DSR027YVX, DSR851AME, DSR290TWO, DSR887EJQ, DSR406JQN, DSR557WEE, DSR924AMR, DSR268ALZ
References: doi:10.15252/embr.201846255
PMID:30413482
PMCID:PMC6280645