Plasma proteomic associations with genetics and health in the UK Biobank
Nature. 2023-10-04;622(7982):329-338.
- Abstract
- The Pharma Proteomics Project is a precompetitive biopharmaceutical consortium characterizing the plasma proteomic profiles of 54,219 UK Biobank participants. Here we provide a detailed summary of this initiative, including technical and biological validations, insights into proteomic disease signatures, and prediction modelling for various demographic and health indicators. We present comprehensive protein quantitative trait locus (pQTL) mapping of 2,923 proteins that identifies 14,287 primary genetic associations, of which 81% are previously undescribed, alongside ancestry-specific pQTL mapping in non-European individuals. The study provides an updated characterization of the genetic architecture of the plasma proteome, contextualized with projected pQTL discovery rates as sample sizes and proteomic assay coverages increase over time. We offer extensive insights into trans pQTLs across multiple biological domains, highlight genetic influences on ligand-receptor interactions and pathway perturbations across a diverse collection of cytokines and complement networks, and illustrate long-range epistatic effects of ABO blood group and FUT2 secretor status on proteins with gastrointestinal tissue-enriched expression. We demonstrate the utility of these data for drug discovery by extending the genetic proxied effects of protein targets, such as PCSK9, on additional endpoints, and disentangle specific genes and proteins perturbed at loci associated with COVID-19 susceptibility. This public-private partnership provides the scientific community with an open-access proteomics resource of considerable breadth and depth to help to elucidate the biological mechanisms underlying proteo-genomic discoveries and accelerate the development of biomarkers, predictive models and therapeutics.
- Datasets
- DSR018UKU, DSR784ORH, DSR606IFF, DSR257MHR, DSR636HJW, DSR061LDA, DSR800VEU, DSR918AZK, DSR797YUD, DSR281YFC, DSR723ZCD, DSR844WEY, DSR656VQN, DSR432CGO, DSR678QFH, DSR455GBK, DSR364SQD, DSR313TOA, DSR212SAS, DSR342ZDS, DSR767SAN, DSR649YZS, DSR859SHB, DSR053YBE, DSR257HBC, DSR859WOA, DSR776NAD, DSR452JVZ, DSR666MRP, DSR714HDF, DSR750BFY, DSR773IXB, DSR120BEB, DSR114ROA, DSR440YRZ, DSR422XAF, DSR766YRE, DSR259YEC, DSR580ZRS, DSR412OXK, DSR248GUE, DSR393HFV, DSR057KGI, DSR325ENT, DSR019FFW, DSR335SBD, DSR519IDC, DSR385SDD, DSR905XUJ, DSR091EGP, DSR635EVB, DSR061DPM, DSR346DDE, DSR700KTD, DSR548WBV, DSR930MHC, DSR187MSS, DSR900SCJ, DSR242OAV, DSR591ZYK, DSR274RYP, DSR393SSB, DSR386UUI, DSR677RJW, DSR498RQJ, DSR734QMV, DSR999ESA, DSR948FHA, DSR305OWL, DSR434VPL, DSR087YJX, DSR666XEU, DSR016JFY, DSR292MNQ, DSR324YVA, DSR009BPJ, DSR300HAO, DSR500KVY, DSR660HXH, DSR030XZI, DSR957NGU, DSR002NQI, DSR256JZD, DSR142SUS, DSR801ESI, DSR897QWZ, DSR317HKW, DSR189SNL, DSR378DLM, DSR468NAB, DSR723TOM, DSR126XHC, DSR103SPZ, DSR251IGK, DSR434FNG, DSR229TJA, DSR224FOP, DSR243VWG, DSR149GAG, DSR454SSE, DSR045YEH, DSR598CAU, DSR794YBL, DSR803RHX, DSR694VUI, DSR577FFO, DSR791WIM, DSR247OPH, DSR478QNZ, DSR029ADK, DSR357GHA, DSR452BTB, DSR305HMU, DSR182DQH, DSR206PYZ, DSR772ZSW, DSR095ZIC, DSR541NSM, DSR777MVY, DSR324MEU, DSR600DZP, DSR354ITF, DSR911EES, DSR924OYG, DSR069HUR, DSR995ERP, DSR864CWX, DSR662IZZ, DSR505GZY, DSR789IZC, DSR756EMY, DSR849KKO, DSR097TFD, DSR573OFQ, DSR697RAM, DSR227EHL, DSR488MFY, DSR544OIK, DSR484FCX, DSR906BVR, DSR178EYB, DSR548OKV, DSR159GPU, DSR264LCI, DSR841NSB, DSR943LMQ, DSR195EZG, DSR776VZN, DSR803WLC, DSR032LEH, DSR525SMI, DSR555JEF, DSR795ZLF, DSR520RRQ, DSR628LMI, DSR445BQM, DSR298XBX, DSR590AQT, DSR963OSD, DSR152LUQ, DSR460OSQ, DSR871KDF, DSR975USJ, DSR456WSG, DSR946JXK, DSR679SDC, DSR894AVD, DSR442HSJ, DSR273JSO, DSR056WOI, DSR400JIR, DSR394BMX, DSR581AFF, DSR148IIX, DSR141UAD, DSR928CKG, DSR355NMO, DSR605PWD, DSR847ZRH, DSR745HZM, DSR145EDQ, DSR026TXQ, DSR059EBZ, DSR737IFF, DSR068GFK, DSR923JCO, DSR941LYV, DSR696BJZ, DSR880SUT, DSR883QJR, DSR724FPF, DSR599TSU, DSR632SIH, DSR730HHY, DSR324ENU, DSR596BZF, DSR781PPQ, DSR788BJP, DSR377YUS, DSR187FNZ, DSR920IZW, DSR386APR, DSR412WUS, DSR522SKJ, DSR420LWD, DSR172XLN, DSR193UGU, DSR857CSN, DSR465RWZ, DSR475TRZ, DSR717XUS, DSR711UKB, DSR135GKC, DSR965OIL, DSR681XQP, DSR772JHG, DSR708HLA, DSR326WHU, DSR157ZOJ, DSR217LSR, DSR409IVQ, DSR467NHH, DSR402PXK, DSR299NSV, DSR761VQK, DSR050MYU, DSR923DHF, DSR490QHS, DSR153CRV, DSR684ZMS, DSR745VZO, DSR484UDV, DSR894VOP, DSR138CMQ, DSR999YRH, DSR389AYP, DSR933KOO, DSR171VTF, DSR033QHW, DSR187RGJ, DSR927XZB, DSR813CSG, DSR724JUB, DSR606XIQ, DSR707XNX, DSR976OXE, DSR371SAP, DSR412PEN, DSR176GTC, DSR250PYE, DSR057QLA, DSR309VRD, DSR084FWX, DSR456ZKM, DSR010LAY, DSR661IQQ, DSR151MJJ, DSR037QVG, DSR959SXC, DSR920VDU, DSR527NHZ, DSR459OTN, DSR567PTU, DSR399DYE, DSR151HBI, DSR764FWC, DSR987LCE, DSR609WHO, DSR115UXE, DSR118JJJ, DSR609MUS, DSR140CQP, DSR316ZZE, DSR085LVQ, DSR790AEZ, DSR827URK, DSR130MOA, DSR263ILE, DSR525EYI, DSR263RVH, DSR158WNF, DSR623HAU, DSR713YWU, DSR688JEJ, DSR461RPG, DSR808AZU, DSR235CRS, DSR081XYI, DSR670ZBX, DSR049RGJ, DSR336ZNS, DSR827URG, DSR954IDA, DSR993NBS, DSR269MYQ, DSR172KSF, DSR714IQY, DSR014TXS, DSR499UXU, DSR591OET, DSR268RSL, DSR727WIX, DSR495RFD, DSR889NMH, DSR688KTP, DSR626YTZ, DSR612LYN, DSR767PLH, DSR515BOX, DSR468MWW, DSR541REL, DSR683PDF, DSR105DIN, DSR054LYU, DSR791GJQ, DSR027AYI, DSR704CIH, DSR631BNI, DSR698EQI, DSR250WQY, DSR412LAW, DSR387STC, DSR633MLZ, DSR025YIY, DSR251RSY, DSR247LJK, DSR132VKJ, DSR034KLX, DSR791CJF, DSR951CNW, DSR587YKS, DSR812GPX, DSR933CMX, DSR924QTU, DSR718PDR, DSR951FUV, DSR074KVL, DSR929JEY, DSR167PHD, DSR467BHL, DSR050ECJ, DSR384XKP, DSR214CVX, DSR939DRG, DSR491LUO, DSR203OOW, DSR726ARS, DSR807PED, DSR241WXI, DSR524OMB, DSR800LKL, DSR094MIH, DSR733TXX, DSR065JIP, DSR058NVN, DSR833ESA, DSR717WOL, DSR602AMH, DSR212AJX, DSR994RPJ, DSR702PSF, DSR292TJR, DSR619WQV, DSR828ARW, DSR163CSB, DSR638KCF, DSR534LEV, DSR694BNF, DSR147BTM, DSR003MSU, DSR125MJE, DSR831UCH, DSR897UNS, DSR531FAL, DSR412PWK, DSR904XNW, DSR209APF, DSR551ONO, DSR683LQX, DSR682BWI, DSR473CXV, DSR680SSY, DSR546QBB, DSR523HRP, DSR695EMV, DSR030WAP, DSR297BXR, DSR340SQB, DSR107LPC, DSR278VXI, DSR450JCX, DSR253AXM, DSR414VTI, DSR060ZYT, DSR025NKP, DSR646QFB, DSR776DVM, DSR507OLK, DSR538IUM, DSR544OCE, DSR305LTO, DSR045ZRF, DSR783HRS, DSR802WQI, DSR063RCW, DSR676HTL, DSR212ZRV, DSR724CEF, DSR122DZV, DSR159TCW, DSR922WIS, DSR836ZCM, DSR042DZA, DSR112TRX, DSR455UME, DSR205TAJ, DSR495JEN, DSR967GXA, DSR926OTD, DSR284KKW, DSR102NQC, DSR784VGE, DSR159KNI, DSR609BUL, DSR190YZC, DSR753AEB, DSR866SWR, DSR489ONR, DSR629FUC, DSR237REJ, DSR947VJH, DSR833XYA, DSR626JYV, DSR321AXR, DSR072INQ, DSR537IHL, DSR158NGU, DSR528MVG, DSR036FBG, DSR580JUG, DSR314FHI, DSR250NQR, DSR204AQD, DSR188GLS, DSR338DBE, DSR860JLJ, DSR703XJE, DSR993PDT, DSR491XGN, DSR038EOD, DSR335AHJ, DSR141KAW, DSR063HSK, DSR177YFU, DSR207EXO, DSR197GDY, DSR544MRD, DSR811NFU, DSR658AEX, DSR922IUM, DSR425EGF, DSR838ULE, DSR736WIX, DSR523NQQ, DSR759SFW, DSR639XVW, DSR120SJP, DSR778RDG, DSR023AMX, DSR140IXE, DSR946AZZ, DSR146HUE, DSR965DIE, DSR944VPO, DSR633KAA, DSR945GAE, DSR098KPJ, DSR029JET, DSR518IBG, DSR701DEK, DSR422GFD, DSR151XUU, DSR949ESW, DSR742ZLF, DSR501TSL, DSR884LKE, DSR545JZN, DSR337OXK, DSR625SXI, DSR136JQA, DSR281YJU, DSR437YBL, DSR545JZB, DSR779HQO, DSR834HZW, DSR580MQA, DSR200QJD, DSR815WGS, DSR953QTI, DSR270TEZ, DSR215PIA, DSR982SQH, DSR598UDD, DSR553LZH, DSR510LAT, DSR526IEM, DSR832LTS, DSR892JQV, DSR979CDS, DSR291EAI, DSR606MUP, DSR546PQO, DSR498NWU, DSR816QHR, DSR350EHE, DSR520XZQ, DSR871NCN, DSR673ZUU, DSR377XLL, DSR881FWB, DSR886WQF, DSR636NQE, DSR849ZXA, DSR439NIS, DSR560PGI, DSR263IMJ, DSR475KRZ, DSR342DJC, DSR730OQC, DSR070LYN, DSR676QQD, DSR073JSR, DSR296KZG, DSR699QMU, DSR246VZC, DSR115STW, DSR755DJH, DSR167EDO, DSR823GIT, DSR637OTD, DSR342KKG, DSR530TFM, DSR109KQC, DSR493HMJ, DSR626TMQ, DSR680HIW, DSR780RAJ, DSR708HKJ, DSR674MIK, DSR716JIM, DSR533DPF, DSR832KKO, DSR273QGD, DSR983ISC, DSR300QSQ, DSR956BNE, DSR648TJE, DSR597ZTV, DSR729DPK, DSR265UBQ, DSR116RMS, DSR903AWA, DSR136VVU, DSR860MRG, DSR181QEX, DSR500VHI, DSR029YYC, DSR106MWL, DSR007LHD, DSR501YQD, DSR883OII, DSR856OOX, DSR180CAI, DSR936POV, DSR669AMU, DSR759NBS, DSR727HED, DSR339GSA, DSR605FWQ, DSR733PEL, DSR599UHE, DSR573EDR, DSR780EFR, DSR954NWG, DSR876RWM, DSR390ZCU, DSR988LER, DSR180ENK, DSR088RPU, DSR443ZOF, DSR440PSE, DSR733CWG, DSR278LJZ, DSR778RNP, DSR739EUL, DSR562XKV, DSR280QFC, DSR551SPN, DSR636PWB, DSR845DLI, DSR183WVY, DSR636ZNU, DSR331TMU, DSR568HQL, DSR634LEP, DSR019FFY, DSR824BNF, DSR580VML, DSR263DDY, DSR765XJE, DSR250LTH, DSR544KKI, DSR876LWV, DSR465GFS, DSR455KGJ, DSR136XPL, DSR293YZH, DSR580RCE, DSR587EYW, DSR682WGZ, DSR348NZK, DSR788OGK, DSR685LUL, DSR280GVA, DSR855HPX, DSR326PYH, DSR997HJI, DSR469IPL, DSR066YZX, DSR283LGQ, DSR399SVR, DSR056KZH, DSR914BFS, DSR219TLM, DSR930ZQW, DSR152PZO, DSR763GGZ, DSR831EJL, DSR432KSR, DSR009UAM, DSR360OSR, DSR447TZU, DSR057TLN, DSR762TEX, DSR458PTB, DSR194PTC, DSR460FXZ, DSR793NVI, DSR057INO, DSR394LRP, DSR319ZKQ, DSR259DFA, DSR286QCR, DSR109FSA, DSR231URE, DSR268NDP, DSR713KKZ, DSR011PLC, DSR342FNS, DSR818IZT, DSR105OMP, DSR071CVG, DSR281LQE, DSR281KWS, DSR222NRN, DSR103FNZ, DSR861HYI, DSR578TLQ, DSR102HSL, DSR131YPN, DSR971AXN, DSR615AFK, DSR711CNF, DSR778WRH, DSR844PLD, DSR464DSU, DSR708CQH, DSR444UJM, DSR788OAK, DSR126OTK, DSR500CXX, DSR115MNP, DSR260CYU, DSR759VLQ, DSR198HXQ, DSR751TTI, DSR231VLN, DSR733GZH, DSR036LFN, DSR372NSD, DSR462RLY, DSR326ZDW, DSR713DHE, DSR689UMN, DSR423QSJ, DSR987YCZ, DSR813IUU, DSR047WOL, DSR163SSM, DSR207WBQ, DSR905DAW, DSR658FYN, DSR325FAJ, DSR163OHH, DSR187ZAJ, DSR650XHO, DSR392QCT, DSR899KFQ, DSR607PFI, DSR735GXR, DSR817VIZ, DSR448YTH, DSR309AXP, DSR042GUC, DSR509OLS, DSR882OGT, DSR160ZCB, DSR857UND, DSR768DGE, DSR581CWV, DSR928BDH, DSR880TCQ, DSR745YAY, DSR577AUM, DSR701NYX, DSR797RUW, DSR337URR, DSR096YOF, DSR977EOT, DSR553ZOC, DSR714EGT, DSR449PXF, DSR732HWU, DSR780WMO, DSR397SMN, DSR896UHI, DSR427SYG, DSR462PXO, DSR060FRI, DSR450YYE, DSR232XHV, DSR937KCB, DSR030SSB, DSR304LVL, DSR152QKV, DSR136QZM, DSR891UTS, DSR980QZS, DSR768NOL, DSR332JFO, DSR928RSZ, DSR178KFD, DSR255UTY, DSR100QLV, DSR731VZE, DSR214VNQ, DSR188YOF, DSR524CBU, DSR584GUJ, DSR384LRX, DSR283YIM, DSR094EYZ, DSR127CNQ, DSR438EHG, DSR236ZDT, DSR225BXT, DSR734YGR, DSR533VRZ, DSR114KBS, DSR960RPM, DSR544HEK, DSR846PYY, DSR159BHF, DSR666WHL, DSR104GGZ, DSR362NHD, DSR944TMR, DSR651NQN, DSR262ORW, DSR692OIU, DSR558ZSC, DSR057SJX, DSR772VQI, DSR705XFE, DSR073GYS, DSR083HOF, DSR476DBJ, DSR138ODK, DSR851ILD, DSR887ALI, DSR401OWM, DSR820CED, DSR158UYZ, DSR907SBQ, DSR068SBA, DSR029ZJO, DSR834RZV, DSR910QSF, DSR426PFD, DSR017FRB, DSR408ECQ, DSR314NOJ, DSR861FKG, DSR981RSX, DSR119PCE, DSR593ISV, DSR173BOT, DSR741PWN, DSR403JHJ, DSR376RLB, DSR066KXL, DSR820HBA, DSR779WJC, DSR126CAA, DSR437RTM, DSR049CTR, DSR778CKG, DSR498JFM, DSR860DJZ, DSR238RMJ, DSR254SON, DSR947OYR, DSR042EPR, DSR877ETW, DSR764EIR, DSR882TZT, DSR830YAO, DSR156FHJ, DSR366YJA, DSR564PUU, DSR864KFO, DSR313SVY, DSR602EDD, DSR012GEC, DSR705ZWV, DSR983ROV, DSR448ZWA, DSR750UVD, DSR820XFC, DSR286BQF, DSR975TRE, DSR032FBE, DSR846LYV, DSR342LEL, DSR523PSP, DSR103AZG, DSR970ISL, DSR311EBQ, DSR869QRZ, DSR131HEM, DSR320PCZ, DSR374UAR, DSR953JFA, DSR340JXT, DSR849BJD, DSR279UVP, DSR919NEN, DSR222CXG, DSR291VMB, DSR299HIF, DSR271MWK, DSR190KER, DSR154ZLV, DSR963TRN, DSR957TGQ, DSR504PIY, DSR208QLT, DSR233HKC, DSR896EXV, DSR113IOB, DSR204SJU, DSR084VKG, DSR126JWI, DSR172WPC, DSR887BVM, DSR407KZX, DSR712VTW, DSR790ZYA, DSR149IJC, DSR960TUQ, DSR269JSO, DSR258MRC, DSR792QRD, DSR505LAG, DSR831NIY, DSR929CYH, DSR364SBG, DSR592MVA, DSR491GWJ, DSR660NHO, DSR813RKZ, DSR313EVV, DSR815XVW, DSR450GPW, DSR192CZL, DSR280BII, DSR713LMR, DSR514ONO, DSR362ETY, DSR062JIC, DSR436YSG, DSR015PIB, DSR867XBO, DSR859SOW, DSR917DJK, DSR390TON, DSR504UTC, DSR586APU, DSR870PHD, DSR076BEA, DSR973WGJ, DSR930BDZ, DSR003MND, DSR075RML, DSR998FNF, DSR643UCX, DSR499QPS, DSR973NPO, DSR684UJK, DSR494LXW, DSR466TIB, DSR983OIU, DSR758XYU, DSR008MCN, DSR782SMB, DSR174ONF, DSR210ORW, DSR048VCQ, DSR481HFC, DSR972VWO, DSR660UKQ, DSR477NYC, DSR366UGF, DSR577KQC, DSR078RDN, DSR359YTA, DSR846USV, DSR163PNG, DSR589LTA, DSR458DRV, DSR308KLK, DSR559DDP, DSR355PGU, DSR105CCH, DSR340LXG, DSR589SYG, DSR059UHW, DSR058HGC, DSR391ZIZ, DSR490CBS, DSR430VDC, DSR503IQS, DSR690BYZ, DSR086CEY, DSR037HHE, DSR748FSW, DSR270EGP, DSR040XXO, DSR312ZVI, DSR124OKL, DSR786BBX, DSR388GUB, DSR684UZM, DSR446IYB, DSR540PMF, DSR675TNQ, DSR904UCR, DSR104IBS, DSR607XJY, DSR178GTU, DSR738RQV, DSR076RPV, DSR955NUV, DSR938UPT, DSR336EXY, DSR145NIU, DSR258HKH, DSR384GMU, DSR280QIU, DSR414NMN, DSR497VCT, DSR453WOO, DSR852JWY, DSR356EDA, DSR811OBZ, DSR626TNW, DSR025BOA, DSR616JBX, DSR753HVS, DSR599YRG, DSR440FIG, DSR673EJF, DSR045SKQ, DSR414OJV, DSR713IHC, DSR111TDP, DSR160IAS, DSR019PZK, DSR028JLX, DSR059YSJ, DSR996CCB, DSR105ILU, DSR193CCN, DSR793EUE, DSR593HRW, DSR909UKL, DSR586FSK, DSR088NIR, DSR504PAX, DSR860CZN, DSR882OZB, DSR988TDA, DSR266PQF, DSR621XBD, DSR750TGP, DSR357UHD, DSR806CCB, DSR412OLW, DSR161UEP, DSR574FVP, DSR897TEB, DSR295FMV, DSR827TKZ, DSR747AZP, DSR939XMS, DSR928YXK, DSR635XPU, DSR003WYP, DSR172HZG, DSR048HGQ, DSR470NFL, DSR351UCG, DSR323TTJ, DSR448KUR, DSR263XGX, DSR032VJJ, DSR026XSE, DSR678QIQ, DSR863JQZ, DSR187QYY, DSR709UZP, DSR093ZFT, DSR787DCH, DSR820JJG, DSR172ZSC, DSR563IFJ, DSR354CIZ, DSR103UJX, DSR951WMN, DSR711VJC, DSR754SWU, DSR903ZKN, DSR113AXU, DSR274BZH, DSR381WLU, DSR652TYD, DSR901GJH, DSR370CBV, DSR098HMD, DSR731SAC, DSR421CCC, DSR859HAR, DSR284DQG, DSR160WCP, DSR459BJW, DSR478DWM, DSR493PPH, DSR690OOZ, DSR534RJZ, DSR540ZQH, DSR423KQE, DSR490DVN, DSR695JSY, DSR939ILM, DSR738NOO, DSR314WOU, DSR237VKG, DSR969TUE, DSR661BLQ, DSR350QCF, DSR358VFX, DSR782OTH, DSR815JTN, DSR422DRW, DSR661ZTE, DSR188WQT, DSR052XCZ, DSR952OPI, DSR313DSE, DSR112QLH, DSR137VTS, DSR298NOK, DSR235BXW, DSR169OUD, DSR859WEM, DSR945BMJ, DSR238LYL, DSR026OFF, DSR417WZQ, DSR321NIL, DSR745OEY, DSR643MQK, DSR378NWB, DSR145PAU, DSR211DFQ, DSR571OYV, DSR513CNG, DSR166FQT, DSR203NQF, DSR223GWD, DSR162LEP, DSR202PDV, DSR603OTX, DSR022OWN, DSR151YMK, DSR050TEV, DSR581XYD, DSR128ZMK, DSR749IVT, DSR269WOP, DSR796BRF, DSR324WXQ, DSR551BFX, DSR363KGV, DSR119MDZ, DSR246GME, DSR923TGJ, DSR440GPS, DSR627KKA, DSR236EEL, DSR964OTC, DSR761MUY, DSR950QZL, DSR873AHT, DSR412TRQ, DSR063LQW, DSR869YRM, DSR364TFE, DSR282YZM, DSR151KAU, DSR379XXK, DSR743LPL, DSR519AEC, DSR567COQ, DSR264EPS, DSR486DSO, DSR901CVD, DSR762LNW, DSR808OBM, DSR090DJH, DSR920UAB, DSR105BUW, DSR000EOI, DSR000ZTD, DSR883PQE, DSR303OZS, DSR227JWC, DSR720DWQ, DSR797DIR, DSR041CDM, DSR418JCU, DSR179AVK, DSR850GRT, DSR898PVF, DSR348AWO, DSR371VSC, DSR631BFD, DSR749ZSB, DSR865NFT, DSR318DEO, DSR989CMT, DSR367IQE, DSR482VOB, DSR874KKG, DSR805ZJL, DSR100VGC, DSR014ZCF, DSR201KES, DSR751DWQ, DSR120MPC, DSR214PBJ, DSR960AQH, DSR333LOI, DSR697TKV, DSR763JGH, DSR582UYN, DSR741EIU, DSR593KMP, DSR996GXL, DSR567FKV, DSR921VTN, DSR093DYB, DSR582DTT, DSR484YNF, DSR239XQR, DSR662VQV, DSR934CZI, DSR018PRG, DSR041FBD, DSR068KOU, DSR215UPA, DSR995RVV, DSR324AGM, DSR058BRA, DSR524HQB, DSR753BJW, DSR352YJL, DSR728LEY, DSR241FUO, DSR572AUM, DSR080PZV, DSR736AWT, DSR481UYC, DSR649PKS, DSR648YGQ, DSR775JBF, DSR405SPX, DSR340XWO, DSR037LZY, DSR134RQS, DSR468TLA, DSR018HRS, DSR486KGB, DSR466TRD, DSR697TPG, DSR384ILN, DSR048WPW, DSR841TRV, DSR332DFR, DSR805UCO, DSR338LEC, DSR774KTL, DSR056DFI, DSR198UZP, DSR663NAA, DSR279SBW, DSR497FHM, DSR250AVC, DSR236FLW, DSR734LMH, DSR496AKR, DSR578UYW, DSR830HQK, DSR595DPE, DSR164OKP, DSR825KZF, DSR020ZII, DSR948OAT, DSR425IUZ, DSR954NQO, DSR018PGS, DSR250GHM, DSR084EYP, DSR191JGJ, DSR384WQI, DSR732BXK, DSR465DXM, DSR908UXJ, DSR177RAO, DSR506DYH, DSR885BJI, DSR555GHO, DSR317XLB, DSR864VPA, DSR231ZBU, DSR039UUK, DSR285ZHN, DSR591SIJ, DSR745PLX, DSR115LNU, DSR230RXK, DSR715ILN, DSR199WFD, DSR231BEP, DSR705CUL, DSR305GBR, DSR789BQD, DSR294WLN, DSR223FEI, DSR326NSR, DSR553KTP, DSR437KRR, DSR939OZB, DSR296QSC, DSR680FPH, DSR897EGA, DSR823MKG, DSR888SLX, DSR527VJV, DSR343MCK, DSR009MBI, DSR192ZDD, DSR740DKB, DSR925UHW, DSR523YYS, DSR068DFX, DSR156SQK, DSR878YGI, DSR968CMT, DSR094UNE, DSR300WWZ, DSR245CDO, DSR309ETZ, DSR838ICC, DSR698ASY, DSR050SXP, DSR533XKC, DSR553SAX, DSR545OJY, DSR309RPJ, DSR155VNP, DSR422IAI, DSR915LAS, DSR215QPQ, DSR219QFD, DSR390MOK, DSR637BCP, DSR815MLS, DSR528MQV, DSR285JNI, DSR479TNC, DSR363ZYA, DSR028DTR, DSR065CFK, DSR855SKS, DSR182PUA, DSR861FRS, DSR126BVI, DSR243BMZ, DSR553WVF, DSR004YQS, DSR122CIU, DSR951UYK, DSR074JJD, DSR644UFS, DSR568FBV, DSR602ZZK, DSR714PLP, DSR511QZP, DSR043TUW, DSR491JSK, DSR986BGK, DSR549DZY, DSR427YHQ, DSR091AVZ, DSR231ZVQ, DSR204IVN, DSR081OJH, DSR891WUN, DSR368POH, DSR088WPU, DSR175SKY, DSR044VGS, DSR220GMR, DSR674REK, DSR109KQX, DSR025KWM, DSR031IPJ, DSR920TZA, DSR036BRL, DSR688MRD, DSR154YXP, DSR501GWC, DSR378TZP, DSR148GIC, DSR981WSF, DSR906ODZ, DSR919NLY, DSR270VNZ, DSR696FPF, DSR583MAG, DSR202EHR, DSR287ZOT, DSR927TRG, DSR968HGE, DSR140HVV, DSR723ELK, DSR392JES, DSR684QCP, DSR076LKS, DSR099YJA, DSR730GJP, DSR520RSF, DSR087OWS, DSR805UMR, DSR880JMR, DSR206ESG, DSR944YPA, DSR965OVY, DSR908ITF, DSR552BCB, DSR984JGA, DSR243LOQ, DSR506IVZ, DSR878FMI, DSR493MZE, DSR509ERJ, DSR512KNM, DSR755MII, DSR992LBO, DSR097DTT, DSR814DHV, DSR266QZI, DSR885ZSI, DSR679GJU, DSR453JHT, DSR313FSV, DSR068JRA, DSR938UYT, DSR211XZU, DSR336OKQ, DSR057RAM, DSR880TXU, DSR496SVY, DSR030HOD, DSR896EIF, DSR786EAH, DSR763ZRC, DSR411EEO, DSR450ZTO, DSR716DNO, DSR405RKT, DSR892VQQ, DSR907GWV, DSR684JSS, DSR040SBR, DSR821CCK, DSR081FTX, DSR043OKD, DSR366JNO, DSR630RFA, DSR198BDZ, DSR904IAW, DSR587BEQ, DSR148LER, DSR498GSY, DSR754PTW, DSR032NMD, DSR484OKJ, DSR831NUC, DSR990ZGO, DSR226XTZ, DSR450OTD, DSR331KNI, DSR500QNA, DSR786LYK, DSR680SIB, DSR936LSP, DSR559TFQ, DSR934JHE, DSR967PQR, DSR204AKF, DSR075GKB, DSR990HZF, DSR927MTJ, DSR855YAQ, DSR334XXG, DSR191XIE, DSR010IGQ, DSR052MUV, DSR949UVG, DSR091MUE, DSR416LEV, DSR781VQR, DSR348WQZ, DSR135XYE, DSR831XBC, DSR621KOW, DSR562IPW, DSR317AMV, DSR219EDE, DSR035KQB, DSR172XYV, DSR307WGA, DSR225SJV, DSR336ZWL, DSR186JKI, DSR330UJI, DSR659PAE, DSR476MAZ, DSR976AXG, DSR231IJM, DSR453QAG, DSR301ZVM, DSR594QGM, DSR369YGY, DSR143HJH, DSR483RSI, DSR408QRX, DSR102KIR, DSR834QTD, DSR144PRS, DSR402IWM, DSR807LWV, DSR834MTK, DSR005RQB, DSR092TPT, DSR856ZYS, DSR346NHX, DSR639IUK, DSR702RWB, DSR271ULE, DSR641FZU, DSR641QGR, DSR076KFD, DSR778OYA, DSR508TQG, DSR671WJQ, DSR844AJT, DSR103YFM, DSR607XUE, DSR242MRN, DSR710AWY, DSR043BUU, DSR184MNJ, DSR330MEM, DSR631ATS, DSR485ECX, DSR453RAV, DSR219GEM, DSR284YNT, DSR542UOZ, DSR070WCC, DSR384CRL, DSR911JAU, DSR177VXY, DSR960HFC, DSR311ELL, DSR221MBA, DSR809NEO, DSR668KIZ, DSR424CFV, DSR736VPN, DSR209JOT, DSR869PMC, DSR807LSY, DSR514CFP, DSR138JFI, DSR886DCK, DSR998UOJ, DSR550QWK, DSR172WAA, DSR185PXV, DSR841NKO, DSR882DYO, DSR336EUS, DSR511RJE, DSR492DPW, DSR541LOI, DSR115LSF, DSR339GUB, DSR545XWB, DSR254QBJ, DSR334OTJ, DSR950TZL, DSR065ZPX, DSR608MZL, DSR818RMS, DSR009CEJ, DSR644PBP, DSR147NWU, DSR935NQM, DSR146DCU, DSR338EMH, DSR874XRQ, DSR693GRX, DSR048CFW, DSR562XQI, DSR423GDK, DSR980UXC, DSR952PYY, DSR631YSK, DSR026HAE, DSR391GYF, DSR473EGA, DSR617AIX, DSR721PTZ, DSR208OTP, DSR289UBU, DSR694VYL, DSR108GMW, DSR194KLV, DSR508UGL, DSR975IZE, DSR788PXA, DSR032BNB, DSR328OZU, DSR348FGT, DSR954FCW, DSR257CYL, DSR694RDF, DSR810CMN, DSR084HYX, DSR080NNV, DSR152WNO, DSR977XXN, DSR850EFH, DSR169YGN, DSR716BME, DSR223WDJ, DSR745WAT, DSR919OQN, DSR439AFE, DSR520HCR, DSR949BIB, DSR335DVZ, DSR347RXI, DSR017VFF, DSR019BKE, DSR920OXV, DSR314NUE, DSR586LHZ, DSR688QPY, DSR794GIC, DSR545OPQ, DSR250LKQ, DSR450KYV, DSR835APZ, DSR506HPO, DSR612OCJ, DSR754AGX, DSR770HEA, DSR545OTV, DSR738UGU, DSR310UBP, DSR629SHE, DSR049YPM, DSR702VYJ, DSR921RRV, DSR912LBM, DSR977JGU, DSR287PVH, DSR010UNW, DSR431ZUE, DSR659SDL, DSR188FIZ, DSR029WSP, DSR303NLQ, DSR883SIF, DSR920EJL, DSR464PBN, DSR605CHZ, DSR452FSK, DSR787KYY, DSR140UNQ, DSR449VRH, DSR449SEO, DSR048LDS, DSR699KNM, DSR017NVO, DSR967SUA, DSR604ERK, DSR653SPO, DSR408GVY, DSR640EMG, DSR530LOX, DSR292LED, DSR727ZMQ, DSR286AFZ, DSR668KWM, DSR579JRZ, DSR615GFI, DSR755UEY, DSR363BNK, DSR942MAR, DSR647FKB, DSR264FJQ, DSR764MLW, DSR403GPM, DSR196RLR, DSR856PCB, DSR280IUT, DSR500NOG, DSR871XFJ, DSR126LFC, DSR911TVP, DSR608ERZ, DSR236FMO, DSR937ZDU, DSR295DGO, DSR257RHA, DSR423YLC, DSR701JWP, DSR395TXM, DSR041UKI, DSR281UAM, DSR035NTE, DSR340FCJ, DSR899MXD, DSR181BZI, DSR692YQR, DSR860KRX, DSR241VAR, DSR698DWQ, DSR312ABH, DSR820XOK, DSR147SBQ, DSR284QCQ, DSR071HPR, DSR249GZA, DSR259ZQS, DSR404RNB, DSR362JXB, DSR982NVL, DSR184GZS, DSR305FSA, DSR978CGT, DSR454BUD, DSR790PUH, DSR800HZG, DSR731WIK, DSR157KEY, DSR784WXG, DSR899JFU, DSR506MZT, DSR713ERS, DSR978ART, DSR569UUD, DSR902NTJ, DSR484ORC, DSR231DPI, DSR110OLW, DSR226ZAI, DSR716LXU, DSR346FQP, DSR119BMQ, DSR114OCS, DSR287JSN, DSR320QYB, DSR286NOU, DSR215AXQ, DSR190AJS, DSR909JEY, DSR534WVI, DSR345IMW, DSR986KUN, DSR161LSS, DSR597IZY, DSR523SLO, DSR090GWD, DSR408LRK, DSR785NYI, DSR615DYY, DSR184WNY, DSR108YXB, DSR917MIO, DSR848BAA, DSR051TOA, DSR420GEP, DSR958OCY, DSR082ULW, DSR518PEQ, DSR309AAL, DSR480MLN, DSR249TSY, DSR169KGL, DSR129IYH, DSR365DUT, DSR501IRY, DSR958QXZ, DSR033NME, DSR795KZZ, DSR433BAR, DSR264WXH, DSR850WYB, DSR098INT, DSR258OVF, DSR736SCQ, DSR863YOA, DSR902LQB, DSR056QCO, DSR150PZI, DSR864OAS, DSR082UXN, DSR330EZW, DSR793NLE, DSR220LNI, DSR249QXN, DSR378OME, DSR334ZRT, DSR522KLM, DSR672MZY, DSR998YNL, DSR719BPY, DSR368DWR, DSR877BIH, DSR925FGC, DSR559HCC, DSR599ISE, DSR961BPJ, DSR951BPN, DSR771GPP, DSR548SHK, DSR972NUI, DSR967QSS, DSR723IPQ, DSR272PVG, DSR235MDW, DSR488QNX, DSR818YFZ, DSR641DRJ, DSR439TSY, DSR880ZYV, DSR576SUC, DSR397ZVP, DSR311VAF, DSR239IPJ, DSR252UUA, DSR757TBT, DSR214FDE, DSR417ENX, DSR323QMU, DSR206RMY, DSR411DIS, DSR739OFL, DSR314OCS, DSR131YKW, DSR750EUN, DSR029OQZ, DSR332URX, DSR450COD, DSR349MRY, DSR391OFB, DSR050WZV, DSR967XGP, DSR400AUB, DSR710IOS, DSR806OWQ, DSR355LHT, DSR941CXH, DSR621UYE, DSR844ECY, DSR299OLW, DSR141BGJ, DSR489HYC, DSR941TRF, DSR638DUL, DSR648ATM, DSR224UQW, DSR372PCD, DSR073TQV, DSR915HXT, DSR493ORG, DSR924UPP, DSR601BKR, DSR723TZV, DSR565CWX, DSR393SAG, DSR397YIY, DSR971NWG, DSR420TOQ, DSR788HGW, DSR954TFS, DSR559XYV, DSR296LJW, DSR536XBS, DSR177MOT, DSR532BGT, DSR008IHA, DSR743ACX, DSR019FBI, DSR175EAE, DSR546GQM, DSR281RLN, DSR969TLI, DSR105WCN, DSR704FIU, DSR044KNC, DSR504JYK, DSR950CZH, DSR102QQA, DSR908AUZ, DSR684IQR, DSR261AAQ, DSR131WHU, DSR172HXF, DSR564CZE, DSR560YEF, DSR244EOP, DSR117DVZ, DSR624ZUY, DSR965XIP, DSR105UKH, DSR262CSX, DSR653HEO, DSR733ETZ, DSR537ZVC, DSR700DKA, DSR773HHN, DSR073QTY, DSR537DDG, DSR327NBO, DSR253RIC, DSR622DNJ, DSR781URR, DSR612VFN, DSR331LNW, DSR729WAG, DSR046MYA, DSR285ZYN, DSR457ACZ, DSR977QEA, DSR923XHO, DSR188OXX, DSR991KUQ, DSR379HNJ, DSR473UHN, DSR250KXL, DSR163CTQ, DSR523VEY, DSR751TQY, DSR535WVZ, DSR881UAL, DSR665WSS, DSR723OSF, DSR746ZLE, DSR784ZJP, DSR964VPR, DSR021NLX, DSR699MCA, DSR762CHX, DSR656HFV, DSR820HZJ, DSR991ZHS, DSR106PRE, DSR451ELU, DSR524QTQ, DSR665TLC, DSR554XEO, DSR304AMM, DSR021DDN, DSR566KAU, DSR708LLL, DSR007NIF, DSR797YMM, DSR906BRZ, DSR091CRD, DSR567DLI, DSR793CAX, DSR910FIX, DSR661TGC, DSR358HON, DSR022UII, DSR346CMK, DSR578DVJ, DSR073GXI, DSR519CWU, DSR622WTN, DSR131TTR, DSR074SUI, DSR861TNI, DSR550RUP, DSR870SMM, DSR062EYY, DSR176XAZ, DSR622TRK, DSR446MVC, DSR009OVS, DSR830LIQ, DSR923HNV, DSR421FST, DSR750QXM, DSR865GPQ, DSR100FEC, DSR955ADA, DSR570LHJ, DSR917OYB, DSR340YPV, DSR905NNE, DSR564DVD, DSR468PWM, DSR871MTS, DSR966ZLQ, DSR065RZO, DSR594ZSW, DSR498WAW, DSR902GRH, DSR192JCR, DSR712UFC, DSR460JJO, DSR087FXF, DSR593CED, DSR266XUV, DSR337EAB, DSR171BAN, DSR925KPA, DSR970JGU, DSR137NMQ, DSR435RVB, DSR136BOV, DSR724NZF, DSR894OOW, DSR889AMH, DSR724BUO, DSR255EMG, DSR333MUV, DSR090RLD, DSR955LPO, DSR749QDG, DSR803AYO, DSR486TOG, DSR970TJT, DSR208PMK, DSR740NSS, DSR942LHW, DSR255KRI, DSR052HFY, DSR666MAO, DSR466ISY, DSR385HHJ, DSR607CAF, DSR740NDA, DSR903QIO, DSR280QQI, DSR591KTP, DSR634SNC, DSR941NUS, DSR199TXF, DSR154YUV, DSR090MAL, DSR682YKO, DSR981YWQ, DSR193SEU, DSR371RXD, DSR553HTX, DSR903JLI, DSR114HEW, DSR729XDI, DSR809XHJ, DSR009WOK, DSR620UKN, DSR442HIS, DSR198RUP, DSR376SXK, DSR589SFY, DSR804ORL, DSR681ZAH, DSR163FBJ, DSR484CRI, DSR047RGA, DSR145QAX, DSR951LDO, DSR556XFN, DSR464GEG, DSR626KJL, DSR786VNG, DSR525DDH, DSR916VVH, DSR743ZKE, DSR440SCA, DSR693QLX, DSR491VQO, DSR204XJE, DSR935PFO, DSR989NJZ, DSR890TOP, DSR862LUU, DSR010NEG, DSR867GFJ, DSR611SYU, DSR861PBL, DSR418ZHX, DSR816UUP, DSR452JRN, DSR702BMZ, DSR997QXK, DSR156ZRJ, DSR167TWV, DSR088CTX, DSR753PPZ, DSR806QNJ, DSR242QZU, DSR022CNX, DSR729BBP, DSR988AJA, DSR070YZD, DSR651ZYI, DSR398CBZ, DSR614CQH, DSR077BHO, DSR049QPH, DSR977XAS, DSR890QUX, DSR229LXZ, DSR991IKW, DSR531VHE, DSR842YVW, DSR109RUG, DSR693ZBE, DSR199NKB, DSR378MTL, DSR136JUY, DSR044TLM, DSR556GNX, DSR545MLS, DSR890GOY, DSR237FXP, DSR178GOG, DSR978IUU, DSR555TGZ, DSR137EVK, DSR088PVD, DSR203SEN, DSR794MRA, DSR797WDP, DSR662LTS, DSR030WBO, DSR232ARV, DSR460PHX, DSR494FED, DSR973VWS, DSR463NNK, DSR406MWP, DSR101QRX, DSR477VDB, DSR919UFD, DSR441OPV, DSR615HNP, DSR573BEF, DSR512ZID, DSR479JZO, DSR114UNB, DSR538GHW, DSR983RLC, DSR776EMG, DSR092IPV, DSR360DWA, DSR630NZX, DSR847MVF, DSR166NBG, DSR034HRC, DSR880SGB, DSR146IIR, DSR727NDS, DSR966NKN, DSR911ASZ, DSR310JUH, DSR804RHM, DSR051FBD, DSR823NBQ, DSR072CNU, DSR969JDM, DSR828TII, DSR354SKL, DSR866ZWA, DSR194PAD, DSR397BHQ, DSR150HAL, DSR772AEL, DSR787OYW, DSR763RBV, DSR551AKY, DSR240QRJ, DSR703EBP, DSR664SMZ, DSR130LSP, DSR929JQP, DSR531ESB, DSR510YFA, DSR313CJT, DSR439OTF, DSR503WFZ, DSR311JJU, DSR417BLC, DSR584KDP, DSR759ZLH, DSR708MGE, DSR219SXA, DSR783IOQ, DSR589WZR, DSR842SYH, DSR728VCH, DSR056UBD, DSR866OIH, DSR559VGJ, DSR430ION, DSR730UUL, DSR115LMQ, DSR454ZBJ, DSR455NHZ, DSR537XXO, DSR512BKD, DSR870UWO, DSR405HQC, DSR293XKS, DSR106KHV, DSR410CVT, DSR237HZM, DSR838SKM, DSR333KAY, DSR361YSW, DSR164NUM, DSR502NTA, DSR975JPE, DSR482PTH, DSR792BHQ, DSR940RAV, DSR771TRY, DSR925MZE, DSR940QZW, DSR085TVT, DSR313YRB, DSR769GFC, DSR779ZMA, DSR028YRA, DSR147TGV, DSR264BAM, DSR596TBI, DSR838AWP, DSR192BEJ, DSR035FVV, DSR836QRJ, DSR019YQW, DSR448CYU, DSR911NZG, DSR709TWC, DSR040HWC, DSR132JMJ, DSR183TBB, DSR078JGY, DSR186LNN, DSR077UPI, DSR625XLY, DSR546QRE, DSR031JQT, DSR245WYX, DSR616UIM, DSR347CHV, DSR750GDE, DSR402LGG, DSR218KMQ, DSR770CYA, DSR172MQL, DSR025ZVY, DSR677MJY, DSR349WST, DSR753TTW, DSR886VVD, DSR041RLA, DSR457JZI, DSR745SWG, DSR442VQW, DSR043LLS, DSR236FWS, DSR288MCW, DSR175OVP, DSR606WBZ, DSR207IBM, DSR450IAK, DSR679IBP, DSR857GQT, DSR145SPV, DSR587ZKZ, DSR374EAA, DSR082ZLG, DSR178BYY, DSR926LFV, DSR679NAU, DSR706LBQ, DSR392LIK, DSR610RZF, DSR711XLZ, DSR114LKX, DSR647JIR, DSR442CRI, DSR710AZM, DSR372IUQ, DSR559QZH, DSR186QFO, DSR655GYT, DSR771TKL, DSR858RAH, DSR429XPY, DSR145HVH, DSR150KJR, DSR773ZHI, DSR543TDN, DSR639YWF, DSR438TMF, DSR033GUQ, DSR943MQF, DSR159DXZ, DSR720BRU, DSR750ADY, DSR404SMY, DSR477CNV, DSR356HYG, DSR275UZK, DSR197ZWC, DSR455ESS, DSR723GPE, DSR684RVQ, DSR170LBH, DSR855MJT, DSR031NOM, DSR476ITN, DSR272IEB, DSR349LKR, DSR243JXY, DSR691KAU, DSR221BXB, DSR524LWR, DSR498PIC, DSR969PFW, DSR340COP, DSR200GTP, DSR924AZE, DSR873VMD, DSR612GLY, DSR185LZI, DSR879XKW, DSR027ZZF, DSR644PPI, DSR088CVS, DSR633YNO, DSR697HTR, DSR225EQW, DSR282FWL, DSR245XAY, DSR317PQQ, DSR082MIM, DSR059HBR, DSR097BSL, DSR716XXS, DSR128IYO, DSR052NEV, DSR470ANC, DSR928ENJ, DSR318EXT, DSR804YSW, DSR682WAU, DSR786OUQ, DSR583CDH, DSR158KRU, DSR514RDN, DSR979FRO, DSR462BGJ, DSR277ZXH, DSR065KGP, DSR403DJE, DSR832ZKU, DSR333NZR, DSR073YXB, DSR033PVW, DSR241GOQ, DSR600SJT, DSR539YAP, DSR023WTN, DSR656FEN, DSR848XET, DSR849TSY, DSR532KJO, DSR862ITX, DSR908PJW, DSR749WAJ, DSR091VUE, DSR450LRP, DSR397WRT, DSR186JND, DSR211DDM, DSR563THZ, DSR435JXP, DSR616RIX, DSR254YHU, DSR599QOA, DSR515QFK, DSR555ETG, DSR489YVN, DSR373SPV, DSR757VWV, DSR606HHU, DSR815DFA, DSR908PFK, DSR018QWB, DSR682WJX, DSR220MCY, DSR372ASU, DSR423RWK, DSR959INM, DSR821GXM, DSR868EAK, DSR924PDG, DSR526RMG, DSR429AJO, DSR308PSD, DSR550VDW, DSR401TFG, DSR431QXE, DSR062ONA, DSR178SCB, DSR016IOT, DSR144ZYH, DSR078CKM, DSR306GHL, DSR054FVE, DSR800HVD, DSR690ZOE, DSR807UYG, DSR366JVS, DSR005YGW, DSR309UBS, DSR934FLL, DSR648TEE, DSR391OTZ, DSR720ARG, DSR319TEY, DSR111FBG, DSR352YAI, DSR804VRX, DSR582VCT, DSR676CZI, DSR706SNI, DSR159KFF, DSR559WKT, DSR322NTH, DSR909SIU, DSR500FBS, DSR039HZG, DSR478DCW, DSR128BUW, DSR394TBT, DSR803XRM, DSR474JIE, DSR496KEK, DSR031NDU, DSR138UCV, DSR995YRD, DSR103IHM, DSR277DPY, DSR937QAO, DSR255IOM, DSR484YFY, DSR449AWY, DSR476PVZ, DSR744GCE, DSR869ZUY, DSR322LRG, DSR193COL, DSR315UNK, DSR495FUK, DSR237WBL, DSR806HXN, DSR168LLX, DSR081HZW, DSR231WGS, DSR845DSN, DSR188FPM, DSR587VDQ, DSR633FQO, DSR934PIM, DSR353DNT, DSR786YBC, DSR286TGN, DSR845CHO, DSR037KBX, DSR025KIA, DSR968LIX, DSR670EYN, DSR197GOU, DSR080RUD, DSR304BOP, DSR688GIN, DSR079ZTD, DSR911UTE, DSR958GSC, DSR468QNS, DSR517OAQ, DSR992HZH, DSR739UPT, DSR842TTW, DSR812STA, DSR783LMW, DSR547KUI, DSR909ALI, DSR585WRL, DSR567FGH, DSR737NIZ, DSR246GGV, DSR924YJZ, DSR422WAN, DSR590FPF, DSR316HLM, DSR737QLE, DSR309BNJ, DSR294YHV, DSR215ZOS, DSR560UYC, DSR837IZB, DSR605NOZ, DSR676MKZ, DSR842GGF, DSR375LVR, DSR405OTV, DSR469RZR, DSR138LRI, DSR849EUD, DSR519EUE, DSR550YTN, DSR322THD, DSR951RLK, DSR357IXA, DSR485GMK, DSR634JUT, DSR870OKH, DSR439OCZ, DSR668COJ, DSR033FHL, DSR080PTS, DSR820FXC, DSR270EEO, DSR023KRM, DSR181ZKC, DSR745LZR, DSR244EHZ, DSR779VYI, DSR390UIE, DSR786QVR, DSR501GBT, DSR306GUQ, DSR730XYV, DSR777DWR, DSR077QZR, DSR326LKQ, DSR881OIW, DSR595CUM, DSR808XLA, DSR580NIC, DSR730HZO, DSR278VRN, DSR289GDI, DSR921XIU, DSR094EYQ, DSR634KFQ, DSR811TSQ, DSR241GZE, DSR091TGW, DSR364RQO, DSR683JHS, DSR579KDS, DSR837QOH, DSR272AIP, DSR102QDM, DSR728KNG, DSR759BWX, DSR904KNG, DSR197OCQ, DSR518SSM, DSR984XND, DSR889ETY, DSR808FHH, DSR391JSF, DSR518AFD, DSR435AKB, DSR882MXX, DSR617EYF, DSR318FXB, DSR243ATB, DSR353JHO, DSR319SBA, DSR987QFU, DSR620MCA, DSR265CWK, DSR569ISL, DSR590WOO, DSR680UMB, DSR074GPK, DSR755JGC, DSR080NIB, DSR415ECP, DSR611HHB, DSR424ATP, DSR402OGX, DSR483EWW, DSR246MSH, DSR942ERM, DSR005MXH, DSR003SFI, DSR693ORF, DSR374RAX, DSR641YEM, DSR553GHY, DSR036RGG, DSR284MDN, DSR671YOP, DSR926WFH, DSR473JEU, DSR386HPI, DSR502VHR, DSR820AZU, DSR301XAH, DSR304ZAI, DSR572ZBF, DSR721JUC, DSR427VNY, DSR179PFS, DSR072ZTF, DSR748ACA, DSR496ASZ, DSR968FIV, DSR095ZZF, DSR300LUM, DSR748XHM, DSR093WAZ, DSR002OIV, DSR079ZNP, DSR797TIZ, DSR476PJC, DSR642JQL, DSR702JBJ, DSR082TMZ, DSR602WEW, DSR409XGR, DSR599WGZ, DSR541FPK, DSR502LBX, DSR031UKZ, DSR211WVH, DSR032VXN, DSR264KZF, DSR078ASN, DSR093USM, DSR014RYP, DSR631GTQ, DSR032FQD, DSR348JHR, DSR498RJW, DSR253MUC, DSR156SEL, DSR508ZRY, DSR737RYZ, DSR162PAD, DSR218DHS, DSR991FAD, DSR382KXU, DSR466TFU, DSR925MDR, DSR713CMR, DSR026EIO, DSR523LMZ, DSR190NHC, DSR456LIW, DSR446JAX, DSR207TND, DSR309DFP, DSR728MJN, DSR758VDN, DSR264OKS, DSR619NLE, DSR592LBA, DSR836FVN, DSR704CDA, DSR999HOO, DSR956HXF, DSR463OHI, DSR772OIC, DSR361AQS, DSR778QTI, DSR438DDN, DSR120AAK, DSR045PVB, DSR464IGJ, DSR770LVJ, DSR560ICX, DSR291ANY, DSR684IOE, DSR751FJJ, DSR018TXV, DSR125IWO, DSR814QWK, DSR836JWR, DSR302BBD, DSR983IVM, DSR467KMI, DSR251ZOV, DSR702UUH, DSR919OVH, DSR976TFK, DSR372LAT, DSR786FAJ, DSR125EER, DSR714AYG, DSR487KTW, DSR138JQH, DSR760TIQ, DSR807NGY, DSR405SLN, DSR426NRY, DSR397GIU, DSR294JQN, DSR882OYR, DSR999QGF, DSR445PEG, DSR174KVH, DSR845LYI, DSR881YEE, DSR605LPF, DSR737LWL, DSR800QOD, DSR789END, DSR228DTO, DSR341UHC, DSR096HYC, DSR725LHM, DSR206OXC, DSR945WEC, DSR255XRS, DSR360MUI, DSR006KPN, DSR009JYQ, DSR740YEZ, DSR264IRI, DSR751FDH, DSR882DMY, DSR704EMF, DSR102YNG, DSR266ZYE, DSR076SZB, DSR064XDC, DSR788EGW, DSR047KBQ, DSR835IUL, DSR707NJR, DSR569ZNG, DSR557XTF, DSR802ING, DSR473BHQ, DSR004RKC, DSR716FRO, DSR555QUL, DSR106TMP, DSR822XHL, DSR597IAD, DSR607VAC, DSR830BCU, DSR081ZFX, DSR687EJH, DSR831SMY, DSR608TXA, DSR201SZM, DSR992NLT, DSR414QAY, DSR419ALH, DSR457GUS, DSR052OZJ, DSR007HLX, DSR654IMQ, DSR164NME, DSR354FOJ, DSR478QMD, DSR722EFB, DSR773DDI, DSR311ZHZ, DSR485UBN, DSR513DQU, DSR714SAS, DSR247MAY, DSR902OQC, DSR622UZM, DSR676IZY, DSR099NUX, DSR625YIF, DSR442DKN, DSR100EGT, DSR016UYJ, DSR328VJZ, DSR764GKI, DSR550LLT, DSR139SJM, DSR562NEU, DSR339ZYX, DSR396NXH, DSR462DEF, DSR240XZO, DSR508LRA, DSR009YYA, DSR872BXF, DSR022ZNL, DSR866YRR, DSR446FCO, DSR864YOS, DSR082UOH, DSR242PRG, DSR867YTM, DSR176SCA, DSR078IWS, DSR314KKG, DSR494YBC, DSR533TSH, DSR694YPE, DSR690XMP, DSR247WUQ, DSR899OKE, DSR053BHN, DSR195AEI, DSR879SIK, DSR319TNH, DSR701MXG, DSR124KHF, DSR702ZQS, DSR793FVV, DSR820XGQ, DSR630FUI, DSR780GCT, DSR365XTO, DSR234KOJ, DSR455OJD, DSR837SRO, DSR297GGM, DSR091FRG, DSR643SMR, DSR116KCB, DSR839HHJ, DSR555KNJ, DSR895SSL, DSR883QVA, DSR116CIQ, DSR414FWA, DSR841FMV, DSR181CWG, DSR703XUD, DSR035SEA, DSR263DGB, DSR044CTF, DSR355LJK, DSR825FEX, DSR865GDB, DSR648JET, DSR226GTN, DSR826NDK, DSR175NNY, DSR055FWG, DSR567JWD, DSR758TRU, DSR357JEY, DSR005YYS, DSR659IQM, DSR503YCX, DSR165XZP, DSR141FVQ, DSR111RRV, DSR436JTL, DSR203IOD, DSR925ZGO, DSR389ILW, DSR987ZOO, DSR223BPH, DSR607GHX, DSR126GRI, DSR891XUW, DSR104SXM, DSR679FVI, DSR022QPC, DSR101ELF, DSR468MTV, DSR687MJB, DSR568FVI, DSR170LBG, DSR637XNW, DSR672UTT, DSR851DAV, DSR014XPC, DSR839KJI, DSR543JPF, DSR995AZK, DSR985ZAT, DSR067MRJ, DSR758MTW, DSR801PAG, DSR224OUZ, DSR830YPB, DSR902IIU, DSR957EFV, DSR988NDB, DSR559VGD, DSR040TVU, DSR754NHL, DSR133RNV, DSR603MYN, DSR741LSO, DSR578OVX, DSR507RZM, DSR716NPD, DSR526ZJG, DSR913FRF, DSR551JUC, DSR195GBK, DSR037IMP, DSR399KYV, DSR634BXH, DSR055SZT, DSR868PHZ, DSR829LGX, DSR817FKZ, DSR028MMX, DSR631DFN, DSR165QEY, DSR493JNR, DSR695DWU, DSR960QYJ, DSR927SQT, DSR263ZXA, DSR752XIO, DSR868TIT, DSR329ZMW, DSR957FLP, DSR779BGR, DSR195QSI, DSR689EKY, DSR651VNS, DSR202MKR, DSR590RQP, DSR430WZT, DSR813EDP, DSR659WXQ, DSR197MKY, DSR611UDO, DSR720UPV, DSR390FEL, DSR249UVV, DSR506RFG, DSR520RMF, DSR013HGJ, DSR455MKI, DSR927SUV, DSR782SCU, DSR560BTR, DSR262XVJ, DSR829DAO, DSR756MPI, DSR977BQU, DSR434ZGX, DSR725WAI, DSR345EXN, DSR254JBN, DSR683PAV, DSR832VQP
Related data
- Data summary
- Proteo-genomic results and summary association data are available through an interactive portal.
- Data summary
- Underlying NPX measures are available through the UK Biobank Research Analysis Portal.
- Data summary
- UKB has catalogued the dataset in Category 1839, under ‘Field 30900’, described in greater detail online.