qt cluster 1 - newcastle universityresearch.ncl.ac.uk/colonyzer/changsenescence/files12-qt...v1 v2...
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V1
V2
V3
V4
V5
V6
V7
V8
V9
V10
V11
V12
V13
V14
V15
V16
V17
V18
V19
V20
V21
V22
YLR149CYGL132WYPR109WYKL199CYKL107WBAT2PXA2PTR2DUG2UGA4HOMUP3SIT1VPS13RKM2YIL100WYER066C−AELA1YPS1SPT23YJL144WPHO2LSB5ENT1PCT1GAL3TRP2EXG2RRM3YER038W−AIDP3TUB3GYL1YOR378WYGR203WYMR158C−AMDH1YDR306CYJL043WRHO2DMA2YLR164WYMR254CYNL157WFKS3PTC6SKG1IZH3PHB1YOR097CCPR8YOR186WRUP1YRB30YGR290WSPO77SUC2SMY1NYV1MAM33ALT2LEU3ASI2YML108WGYP7YMR209CYEA6MBR1NDI1YJR149WRNH70MRH1EAF3YMR075C−AYDR319CMRPL1YEL068CTMA7SET3TPM1GYP1IOC3GYP5**RAD17**PRK1HXT4RPL9BYDR431WYJR011CYPL216WYLL007CZRG17DSE4PYK2YSP3YPR096CALG5PHM7YLR352WINP53SCY1GAL4MSC6MGR2ESBP6HSP82STB4PDX1YHR127WRTA1YJL067WRKR1RAD14DNF3SPO14MGS1YLR031WYIR024CYKE4ECM7YBR139WERV46DPB3VCX1STF1YBR259WIDP1FTH1YBR063CYBL096CSLI15CPR4UGA2MYO4GRX1FUN26SUL1SNA4YCR001WSFT2CHS6STP2YND1YAP3HMF1ROT2PTC4BOI1NCL1BUG1ECM13GPB2PCL2YDL121CYDL023CFUN14YDL124WSAS3BAP2YAL004WSNF3PAU2OYE2KSP1MOT3YGL177WNPY1RPS14BUBP9NOT3ATG18SDL1LAA1COX5AYBR032WYCR022CSPO11RED1PUT2CAP1GLC8PRM10PNP1SDH1YOL037CTHI22IRA2QCR2SMA2ISC10MIR1YMR31MDH2OST3MSS11HIR3RCR2PMD1CWC15YGR130CPSK1MRP13CWC27YNL285WDOT6GRX4MAL11VBA3SSA1GIS4YJR146WYHL045WUTR1AAD4YIR016WTMA10POT1YOR131CSAP4CAJ1PDR1YPL073CRBG1YCR085WDTR1ARO4RNQ1RCR1SYN8YOL085CYOR041CCLB3GRH1DTD1PDC6YFL051CMLH2YMR147WPTK2KTR5YIL168WYNR025CYDL086WRPL23ATOS1YBL036CEDS1UBP13ADE1ATG8APM3ASM4LDB17PCA1TEC1DSF2YBR062CYEL1ATX1GCS1PRB1ERF2YLR241WTSR2SPO74YGR126WUBR2YLR252WDBR1APS3RPS23ARRP6CAP2YDR134CECM34YGL152CINM1FYV8PPE1YLR290CYLR415CTAZ1BLM10YPR059CCLB5YGL042CMUB1YKL069WYNL198CYLR349WCAF20PET122RPS28AYHL012WIDH2HAL9YNL022CYIG1PNT1DIN7YFR006WYMR160WYLR326WYRR1NNF2YNL024CYIR020W−BBTT1PTC7ATG23CIS3YNL155WEMI2UTP30MSC3SRL3YJR128WSNF1YDR248CECM14NOP16YPL225WYBR053CYOR333CYBL070CYOR300WYSC84QDR3TOM71EDC3ADI1HUL5MIG2DJP1KEL3SPT2YJL064WGSG1YDR048CLIN1YDL186WSIP1SUB1STB6FIR1RPE1YIL086CYDL025CYBR056WYBR292CYBR235WECM2DPB4RER1YLR279WNTC20MEP3COQ6YGR122C−AYPL056CYBL071CCST26TRM7YSY6YDL144CATG14YBL062WTCM62YCR061WSEO1YDL027CYBR239CIME2FKH1ECM21FLC2ZDS2FYV10YOR365CYJL147CHUL4BDH1HPA3CIT3GIP2ZEO1PMC1SSA3URA7AUA1GAC1FUM1YBR232CSFA1OSH2BCK1UBP5GIP4RDS1TRS33GPX2YLR400WYDR415CDOS2PAM1DLS1YMR034CYGR151CUBP12YKR051WCHS7NVJ1BSC6SWF1IMP2YLR402WPEX32FMC1OPI8YDR161WHAC1YJL206CLIA1MON2ECM29PEX4RPS21BTLG2RSA3YNL266WATG1SHE3SSE2YCL046WPIC2YLR426WYPL150WEKI1MSL1ATC1YKL053WRPS9APSD2PSY3COA1BAR1YAL037WYAR029WMIS1PMT2RMD1AMN1PMA2YBR027CCHA1ECM31YAL064C−AIDP2STP4YDR193WYKR005CERP3YJL119CLOT6PDC1NTE1YKR078WYGR137WPFA5PPN1NMA1MVB12AQY2EAF6SKG3BUD6YGR242WNIF3SCS3CRR1PSO2ALG8TWF1YJL068CMLF3PAC11PIR1FLO8YLR111WRMT2GAL7YBR184WCSH1ENT5VID30YPR027CGLO4ACM1YOR325WYPR170CAXL1YPR196WPOL4CSM2TMA22YGR269WTAN1YUR1YGR021WYJL193WFAA4YNL320WSIS2SAC7AVT6CMP2MND2VNX1FIT2BNS1HSP31YHL008CYHR182WTHI72THO1**UPF2**COT1YOR053WYOR170WYKL161CCOG8LSB3YIL024CCRF1HIM1ITR2YHR078WYLR125WYKR070WGLG2YHR032WNUP100YIM1PUS6YNL122CPEX31KEX2YKR032WTUL1ATX2**RAD24**SNZ2HSM3CWH41HGH1DIE2YRA2YIP5YHR210CQCR10SPG1YHR139C−ASUT1GEF1TDH3DUS4YNL143CFOB1YFL040WYHR132W−APRR1PEF1SWH1CUP9BUD9KTR6FAA1YPL062WERJ5YCK1YPR115WPOG1YPR013CPDR15GLG1HRB1CCW14RBS1ASG1YDR132CCCC2ATR1MPM1TIR4MET17FBP1YPR126CMSH4POM34COY1PRR2GIS1ROM2YIL152WYNL034WYAT2REX3**UPF1**STV1APL1YDR215CRAD34SPO13RSN1MAD2YNL043CANB1YMR007WSTE23DAP1YOL075CMFA2REV3INP51YBR197CPRM9MRK1YLL059CYHL044WMSO1SSK2YCL026CYBR241CRFS1YOL046CACS1UBP11YPR1YLR177WREC102YGR228WYCR015CSGN1YLR217WHBT1COS12YGR053CYFR020WYPT10GGA1YAL066WYDR249CYNL211CRTN1ECM32YDL233WYLR280CARN2YGR039WRPS23BYOL153CKTR7JJJ3YAL043C−AYPR063CYCR102CAST1LEU1FRT2FIG1SAP1YSW1MBA1GUD1ILV6APA1ATO3HXK2DSE1CDA2BSC1YDL011CYLR365WYJR098CYDR015CYGR176WSPO16PEX29YLR042CNCA3YKL102CMMS2DAL1YEL067CYDR124WYMR310CMRS3YNL217WMCM22BPT1MAD3YPL113CMET31DOT5UPC2RGM1VPS71PML39CCP1YEL008WSIR1LPD1YPT32YGL157WYKR018CYMR010WYJL185CYMR244WYDR210WNFU1YMR135W−APML1RAV2NOP6SKN7GID8IMD4SPS100PPR1XDJ1YGR287CYKL077WYDC1MDJ2FSH1HUA1TVP23PUF3DFG10YHR080CBCK2YOR052CBIO3YOR225WYOL087CYIL055CYIL166CCBF1ATF2RPL40BMLP1CSF1FET3OCA2MCT1RPL14ATIF2RPS30ARPL16ARPL29IXR1CBC2RPS11BCSM1RPL22ARPL37ARPS4BRPL6BSSE1YOR309CYAR1LRP1FYV12RPL24ASBP1TGS1BUD26GAT3PFA4YLR104WYMR155WYGR111WYFL054CALD3TPO3YNR063WYMR304C−AMNT3AVT4CYC1YGR093WBZZ1YDL211CBUD2JLP1YGR146CSDH2COS1ERP6RAX1YEL025CYHR097CMET28SPG4YMR103CPXL1YGR266WRPL15BNIT1YOX1FET5YDR018CSUR2ADH6FLC1YBL086CCTA1AHA1RHO5ISR1AMD2ISN1YPR039WMRPL10YDR056CPCK1RPN13ISU2CLB4HHF2YHR113WZIP1NIT3ECM4GTT3HXT3SKN1YGR069WYGR015CTAD1MUC1SWI3YGR201CGRX3MET2YGR164WURE2DAL3MSB3CCH1ULA1YJR124CDOG2ELF1GTS1NIT2DDI1FPR4TOF2YLR294CYML037CTPK1EPS1YDR109CDSK2THI73PKH1ADE8GTT1PUS1YDR506CSNF11GPG1CDA1MGA1GAL83MTQ1YOR364WHUT1YER087C−AYGL114WNTH1ALG3CUP2RPN14PCL6STP3YRO2YDL133WYKL047WTPO4ITT1SNO1ADH5COG5CYC2YER163CYMR258COAZ1THI21YOR285WYPL191CYMR119W−ARPL24BRPL34AATG16CKI1RTG2YNL305CSUR4URA2SNA3TRM11YOR015WUIP4ISW2CHS1YRF1−6MKK1HFD1YNL234WYDR370CYER064CEMI1ADE17YML053CYOR152CCSM4SUR7PRM2RPL33BDAN1APA2RPL13AFSH3SCM4YDR262WUBC11PRM4ZRT3HXT17ECM3ERS1YPR015CARR1YNL086WYPR053CARR2ATG2YJR020WYPL107WYOL083WCUE5ATG15RPL36AGPM3USV1NTA1FTR1RPS30BNUT1JJJ1YNL226WRPS17BYML090WYJL169WRPL42AYLR446WMET22YGL109WTEF2MUP1YGR272CAGC1SRP40RPS0AYMR187CYHR112CSPS18YNL140CSGS1YMR087WRPS25ACPS1RPL11BYCR099CCHL4YIL096CPTM1ECM10YOL092WHAP4ATP20WSC3KTR1YDR274CYJL016WPOR2KAP120GDS1RPL37BYLR224WHMS1GAD1PFA3YML058C−ALIF1GAT1YFL042CSSB1MSS1YNL208WVEL1YKL115CATE1YPL014WCTI6DCS2YMR169cTSA2KRE27CPT1SVL3YAP1ZIP2SMF2TIS11CSI2SLI1YLR173WYNL057WYKR015CMCA1PTC5EFT2ALE1YDR029WYPR195CYIL102CIDS2TAT2STR2SYG1AQR1NSG1YMR086C−ATRR2YCK2ATP2YHR138CYGL079WYNL144CYGR139WMTL1YDL050CJHD1YKR033CTGL4LSB6ASH1YKL091CYKR096WATG9YBR219CYAR028WSSK22RDI1APN2SMY2KIP1TUS1VPS51PEX14HAL5PEX1GCN1ATG21PEX10NCS2YJL211CUBA3BEM4SER2POC4YLR118CYIL059CMST27YJL022WYJR096WYBR090CADH1SLM2ARL3CEX1IES4ASE1HIR2NCA2YOR121CMCX1YCR090CYDR290WHAL1HSP42YNL040WCPR1SER3CUE3YLL047WYMC1YFL032WYNL338WPUS7YKR040CPFK27PCL7YCL042WALY1FZF1UBC8YDR269CGAL1YHL017WNNT1HOS1VTC2YPL272CALD5YPT52YDR467CCNN1NAS6URH1YFR057WSPR3YER071CGDH3YDR090CKRE2IOC4YGL230CSTB1YNL296WMMT2MDM1PDR10HRD1OCA1ISU1RBL2YER181CGIR2YML010C−BDIC1TOS4YOR379CHHO1SET6CHS5APL5ABP140LRS4MEP1SLY41EDC1YJL021CSCS2YML096WHNM1SBE2PCL1YDR250CYER067WTRX1DOT1SHE2APJ1HOS4YJL213WASG7YCT1DDR48CTP1TOP1YOL035CYDL109CKNS1HIS3SYT1YLR041WYLR444CYOR055WSPC2MEI4YOL131WVMR1SIM1SGA1BAS1RPS27APAD1RAD26YNL120CELO1FPR1YNL235CYBR226CMF(ALPHA)1KIN4YNR021WATG29YHR162WGPX1BUL1SAS4GOR1HTA1CAT5PET127TSA1YDR426CAGE1ADY4YPR098CYLR366WYPL261CNUP60YDR537CLAG1YGR273CMRL1SER33PSY1CHD1FRE3YLR194CRSR1KAP122YPT31YOR238WSNG1YDR154CYML035C−AYOR021CGUP1MPH1YDR445CDNF2YIR020CRPS25BYDR102CHBS1GLO2YDR401WSLZ1PEX17RMD5GIP3GLO1YLR012CHES1YFR024CGRX2YMR178WPDR11DNL4UBP2YOL014WATG5ECM38YPL162CYOL162WRPL7BCEM1PAM17RPL9AFLX1SLX9IES1MDM38ATP23TIP41YER119C−AAGA2YBT1INO1MHP1MET6YOR366WSYP1UIP3YPR114WYPR146CYKL131WYJR129CUTR4YGR017WSLX1NRP1YCR076CAFR1YBL028CYCF1YGR117CYLR112WKIN2YKR012CABM1EDC2ZRG8YDR336WAIR2DER1PHO3COS111ECM33BOP3YPR150WPDH1MFB1ECM11ERV2CYB5YOR051CAAC3PIG1YOR338WNDE2YDL162CYOL036WYIR035CMCH1ICS2YKL200CMAK32YCL056CYKL105CSRY1PEX18MSB2HHT2ZDS1SFB2YGR283CAGX1FLC3APN1YNL011CYGR071CCLB6PTP1BBC1RPL23BYBR284WYBR074WAZF1NTO1SVS1YOL106WYCR016WRTG3MCH5MAL32NKP1TOK1SWP82YER034WMSB1YPL247CYPL236CECM23AFG1YJR115WRSF2BRR1MSS18VHS2YMR210WYIL089WERV41ECM30PEX25CSR2RIM15SDC25SIZ1YDR266CYPR077CYPR012WYMR194C−AADK2GIT1PLM2PLM2TPP1CUS2PAI3YKL033W−ARCN1ADD66IST3YIR044CRPS22BSQS1YNL193WHFA1SAM37BCH2YBR300CGLR1SKI3CRS5TEA1SNC2YJR037WYPL136WYMR086WBCH1NKP2VBA1HYR1YHC3YKR017CYMR1CAD1MNL1YGL138CABZ2TVP15HMG1HSV2COX10YKL027WENT4CYB2ISY1YJR079WSPO19BAG7CAR1RAD7RIT1TOM70FIT3YPL068CTIR2YBR028CPET130MEK1STD1ARA1PHO89RKM1YOR050CFRE8YLL056CYDL242WPSR2NHP6AHOR7YLR126CSBE22SET5HOS3SNZ1YLR297WROG1OPI10RAS1RPL1ALCB4YGR226CBAP3CAT8YGL165CYER128WTCB3YLR345WMET13FPR3SPO71PPT1BNA7YER184CYHR003CMNN1MLS1CAF130SHO1CUL3ADY3BUD8YGL082WYFR018CXYL2FOX2DAL7YMR295CYOP1OPY2CTK3ABZ1YKL215CRPD3AUS1WTM1HAA1SDT1EHD3SYC1YOR345CYOR062CYOR012WBUD19DSE2MAM1ATF1ADH2LSM12CAR2YEL043WMPD1YNL010WGNP1APT2YDR476CYIR043CRCK1YFR035CYHB1RDS2COS10YOL053C−AFRT1PTK1MLH3ODC1SCW11URA10YLR057WESC8SOL3YAK1AMD1ROX1ICL2SAM3OAC1BIT61YNL200CLSB1SYS1RPL35ACOQ10JHD2YJL171CYML122COSW2MAL13VPS68PDR5YOR072WYFL063WPET123PUF2TOR1NGL2ZRT1YPS3PGM3HXT2ADE4YAP6YNL050CGFD1YNL046WRPL26ACBP4YNL179CYPL229WRSB1EEB1SNX3ARO10CIT1GNT1YOL019WCRH1SNO2PHR1YPL114WOXR1YAP5RNH203YMR193C−AFLO1YBR141CJID1YIL163CSUN4YKR011CSRT1LSP1PGU1YLR050CYDR338CPCI8YBR206WYKL187CSHE10YOS9SWE1YJL049WFBP26YLR296WYNR073CHMG2GTT2YPT35DUS3YBP2YGR026WSNC1YGR031WYFR056CYGL036WATP18ARO9YHL039WMIC17YPR078CATH1YPR153WYOR240WYOL098CTVP38NAB6SRX1YLR422WLPE10DMA1PHB2YJR154WECM5AAD6CRD1TMA46SSO1NAT1TOS3HXT1OSM1YMR259CSDP1DSE3MSB4PIP2YGL260WYNL295WYER067C−AYMR317WDAK2YER186CYER134CJIP4YGR012WHUA2MSA1RGA1YOR283WPNG1YKL063CYKL123WFET4TRX2YMR306C−ARGA2CIN2PRS5YMR181CMRS4MLP2CST6SSM4YAP1802YJL149WTRM12MRP8DAL5MET14YMR265CCTF3ASN2PUT3MAG2YDR333CRBG2SVF1ICY1VAC7YNR029CYGL242CRNY1YME2OTU1YKL071WYLR001CYLR152CYLF2PDE1APM4GAT2YMR196WSNL1KAP114CLN1GPT2HOP1WHI4YOR029WMHT1AVT1SLP1YOL079WYJL107CPGM1PGM2SBH2QDR1MRPS17NUP53ODC2REC114YJL045WYKL100CYNL324WSIP4MMP1IZH2YER079WPSP1SMF1TPK2RHB1YLR391WLAP4YPT11NSG2NPP2PHO13YLR123CVTC1YMR262WLOS1YDL012CYMR206WEMI5YPS6PDE2YFL012WYHR079C−BYDR344CROD1SGT2YGL010WURK1YLR030WYLR282CAIR1YLR434CYPR064WADE6LTP1GRE1MSG5YOR385WCTF19SRL1RPL18BGIC2HXT10NRG2CTT1STE3YMR074CMNT4HAT1RDR1HAP5ARG80YPL199CSAP185YGR001CYGL118CURA4SUL2GDH2YDR239CYGL085WYNL303WSNQ2YEL014CSAK1ITR1YGR045CLEM3YAF9TGL1RPL34BEXG1YOL024WYKL202WYKL070WYMR102CCRZ1KAR5YGL176CYLL017WMIP6BNA1TNA1OTU2TSL1LCB3YML003WDLT1PIL1YDR348CYHP1VTA1GAS2UBX4YET1NFT1SPH1YHR180WICY2LEE1YOR304C−AREV7YHL026CHRD3MDY2YGL262WFCY21YER077CADE16YOR059CYIP3YOR286WVBA2SPO75YBP1MCM21SET4YGL117WPAU4YLR283WGSP2PEX28FMP46CRC1BIO5YOR314WGYP6SPC1PIN3RAV1YLL032CPRM5RPL40ADMC1ADE5,7FPR2YHR125WYPK2SPR6YKL030WYGL108CYJR003CDPH5YMR153C−APHO81YER108CCSR1IKS1TPM2JEM1KGD2NAT5SYF2PUT4YLR392CCHL1BSP1UBS1LYP1REH1KHA1
QT Cluster 1
5 10 15 20
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0015
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00Average trajectory for cluster 1
1:dim(submat)[2]
ave
V1
V2
V3
V4
V5
V6
V7
V8
V9
V10
V11
V12
V13
V14
V15
V16
V17
V18
V19
V20
V21
V22
BCS1PHO84SPO21MPA43FAR8PEX12MDM34YMR031W−APFK2RAD4RPL21BNDL1GOS1SDC1IES5ARP6OLA1RMR1GAL10RPS22APLP1SLF1MCK1SIF2RPS7BESC2YLR108CRTT101RTT103HDA3RPL8ARPL43AYML012C−AOAR1LGE1RCY1RIM13PKR1SGF73PEX5RPS4ARPP1BVPS9ELP2PHO80YLR269CPET8VAC8VAM10YPL102CHOM6ELP4BTS1ARF1FKS1BUD27NCS6DEG1UBA4ERG3YPT7NUP133ELP3RIM9SOK2PEX13IES2BRE5VPS75CTF4MNN11PEX2GPA2SPT8RPS21AGSH2CKB2GIP1RPL41BUGX2YPR172WYLR346CEPT1GBP2BIM1YBR138CMDH3ALG12AIF1GLT1YBL010CERP5UME1TED1PEP4YHR033WERV15PTH2YCL049CSMP1YCL022CYBR220CFEN1KAR4YDL177CMSP1YHR022CPHO91YOL099CSAN1HMS2MKT1NAS2CLG1DSD1PDR8YDR186CRAD5YBR287WADY2GGA2DFG5SNO4YKL162CRAD23YLR334CTOS2YLR408CHRK1TMA108KEL2VPS60YKR104WCWH43PHO86APD1FRM2MAE1TGL5DNM1YKL075CTMA20YGR250CTRM8YNL190WYUH1YNL095CYGL034CUFD4DYN1YJR116WYLR171WRFX1SDS23TRK2YDR220CRNP1YMR111CNMA111MSN4YFL043CNRM1IZH4YSP1ECM25ICS3YGR107WCOG7YOR296WZTA1YBL107COPY1YBL053WYBR144C**RAD9**FMT1AGA1UTH1WHI2FAR11IRC25IMP2'YFL006WSPI1TRM82PMT5HOL1RPS6ABRE2SKY1APM1VTH1YJL181WJNM1YBL104CMDV1DYN2RRI1YJL120WYOL150CYPL041CPEA2YGR018CFLO10GMH1YIP4VPS27YEL020CFPS1SNX4YHR045WPET20SKI7SKI7PAN6SSP120YTA7YGL140CFCY2RUD3TRP1APP1PBA1YAR037WYKL171WVHR1UFD2ARE2YLR312CBSC2RRD2ZRT2ACN9YLR445WFRE7APL6YHK8SAM2YPR089WYAR047CUPS1YER140WACB1POX1CAF16GAL80CLN2BIO2FMP45UBP8PDR16KEX1ORM1SOP4YCR051WPET10STE24VID28NAP1YBL100CKIN3YCL001W−AYLR311CYGL041CYPR117WYFR039COPT2ALG6YCR101CFCY1FUN19RGD1PRD1SRO77YAR030CTRM3IML3ERD1KIN82YCR049CYMR018WYER121WYGR259CSIP3ITC1OST6YPL066WMF(ALPHA)2YBR064WPBI2BRE4HOM2BUD7NEM1RMA1YIL077CGIM5YPR071WYCL002CSOD2YLR169WMBB1YJL160CDIT2TRP4GND2YDL187CALD6REG2PAT1ARF2YAL058C−APRY1GRX6RXT3CLN3BIK1APC9HAP3EDE1BNA4YAL018CBUD14YBL083CTBS1TDH2MSI1FLR1HNT1YLL053CHPF1YKL151CYLR122CYLR456WYGR210CYJL007CCYC7STF2YFR016CSPO12PEX21RAX2YGR054WOSH3ECM12TEP1CUE2MET32TMA64HSE1CPR2YDL034WYER010CYNR064CVTS1REX2YIL029CYMR173W−AGAP1GPH1YGL217CYJL216CGCV1PHO4AIP1CAT2SSA2FCY22OSH6SNT1THI2YDL038CSRN2KIP3CCW12ARC18MXR1PTC3DCR2BEM2YML048W−ARIM11DID2CSN9MIG3SSH4API2YML102C−ARSF1YPR011CTGL2KTR3YJL028WARF3YNL108CNDT80YIL108WUBC5TEX1HOG1YDR133CCHA4MSC2SAM4YPR092WLPX1PMT1FUS1YBR075WIPT1YHR009CYER156CFAR3ERG24SFH5TPO2WSC4PDA1HOM3MET12YDR094WCMK2YDR209CSPO1SIP5YDR444WPUS9SMK1YER137CYKL097CSRC1YDR061WJEN1SHU1GAL2VPS38APE3BDF2MRPL50INP2YOR082CNTG2CAM1RAD30YGR011WHST1GZF3YDL218WTMS1YER046W−AGAT4DYN3VPS21PAC1SRS2TPO5YLR407WUBC4PEX11HUB1YOL057WELC1VIK1YJR087WPCH2UBP16YMR027WALT1SEC72ENB1PUF6YAP7HSP150LAT1ARK1YNR071CARO8HXT12KRE1GCN20GTR2YHM2YKL050CMTD1FRE2GVP36YHR140WRPL8BOPI7SOK1YER084WKIN1IKI3YLR278CSKI2AGE2PEP8MUQ1ALY2REX4YHL041WHFM1SCS7YOR139CYEL047CREC107YAR044WSNX41SNU66YOR008C−ARPL43BPMP3YGL039WYMR031CYDR340WSTL1INM2PRM8YHR159WPIG2ATG10YMR244C−AMAG1RAD6MIG1YCR050CMTH1HAT2RTS3STB2PHO90YDR282CCST9YBL055CSLH1YAL065CMUD1YPR097WALR2YKL222CYJL135WTES1NGL1IVY1ADR1YLR374CGRE2GIM3VPS30KIP2YDR157WSWA2AAP1PBS2YPL260WYNL134CYML009cYBR204CSTB3PST1TFP1PMU1TRE1YNR066CPEX7YPL185WAPS1AHT1TMT1AMA1PTH1PRM1YMR124WYLR072WSPS4YHR131CAFT1YFR012WYJR120WYCK3RPS26BEAF7YMR052C−APEX6YLR064WPIB2YIL057CKTI12RPS18BBUD13DBP1SAP190MSN5RPS29ASKS1BYE1YPR014CMDM36TCB1SAM1PRY2YGR149WURA1HSP30YKL061WCWC21YPL025CYJR015WYFH7MBF1FIT1TIM21AKL1TYR1SPR28NRG1ENO1GIS2APS2VPS35RPL27BGCY1CTH1ASP1AST2DPP1YIL161WYMR122CBUD28YNL109WIST2PPG1UBP7YPL245WNAM8SLM2YPL039WMNR2YEF1ECM19YDL094CISC1YLR414CYMR221CATP10CHZ1RPL2AYOR088WHXT8YJL215CYLR428CFIS1YMD8OPT1ECM27ATG7CGI121LOT5GIC1YHI9YGR153WDCW1PAN3CTM1BUD4GSY1ERG5PMT6ALD2BTN2SPA2YNR062CYLL058WMNT2BGL2OAF3RIM4AYT1PSR1YPL034WSPR1YER130CSPE4YLR053CYEL023CYPS7YHL037CTPO1YDR491CGTO1YDR352WMVP1HRT3ECI1GPD2MSN1CRN1FMO1KRE11VAB2TRP3ATO2FAP1NDE1DFM1CTS2YJL027CKKQ8RGT1YMR141CHXK1YIL141WPBP1AGP3NRK1AAT1SPO20RTT102TRI1YKL044WCIN5AQY1CIN1YOL163WMNS1JLP2YMR130WJSN1YDR535CCKA1YLL023CYDR514CDLD3IME1COX8YNL205CMNN5GOT1SSK1MDR1OMA1YLR046CSLX4HVG1HLR1SKM1MCH4THI12PET191YML131WNMD4YGR207CDUG1YMR245WYOR114WSHR5CIN4MUM3SRL2YDR307WYDR509WYLR460CYGK3YPL141CGAS5OYE3PSH1
QT Cluster 2
5 10 15 20
050
000
1000
0015
0000
2000
00Average trajectory for cluster 2
1:dim(submat)[2]
ave
V1
V2
V3
V4
V5
V6
V7
V8
V9
V10
V11
V12
V13
V14
V15
V16
V17
V18
V19
V20
V21
V22
YML013C−AYML009cYDJ1YMR166CBMH1ASC1RPS14ARPS24ADBP3TAT1UBC13**UPF3**VPS72EFT1YCL062WRAD1NEJ1PUT1YPR076WMKK2UTR2SWR1YIL060WURA5YJL206C−ASVP26PCD1EGD1YNL195CSPG5MAP2BIO4NST1MAD1LEO1YDR391CPYC1KTR4FIG2BDH2YBR242WYBL059WSOL2POA1MSH3YDL156WATG20YBR099CHCH1YDR089WRTG1YOR019WIOC2DUR3HNT2MFT1GYP8CMK1GUF1YBR090C−ANTG1YAR023CYIL067CMEU1PRS4PSY4SKT5YDL026WLSC1PNS1YSP2MPC54ROG3YFL035C−BPDR12SHC1YAT1OM14GEA1SKO1HPA2OAF1ELG1HAM1YOR1ERP2UBX6RGS2NPT1ATG27YPR084WSWC3MAL33YBR285W**CHK1**HST3NPR1HSP104YCR087WMAK31YNR048WYDR131CTOS8DBF20AHC2YNR065CYMR118CRTT10YOL114CISW1SAS5PRC1ROM1MET16OM45DIP5MEP2SAS2TYW1IAH1YER091C−AYFL034WMEI5PHA2YNL146WSPS22PPH21YGR050CYCR025CSLM4MAF1PST2YGR067CLHS1YBL095WYIL032CTMA16**DDC1**YPR022CTHI20GDA1LRG1YJR039WTRM1MNN4YEH2YHR049C−AYER152CBNI5YGL235WYOR277CRSM28SYH1CPR5YDL199CYML018CPIB1YPL109CDNF1BST1AVT3ARA2XKS1YLR149CSHM1APE2YOR214CMAL31NGL3MOH1YML119WYJL218WGDE1CCC1NUP2SLM1YOR111WFRE6YNL165WYPR157WDIG2YGL015CMMT1YMR226CAYR1AKR2YDR008CHOT1HCS1PTP3YEL010WSFG1CAF40YIL092WMKC7YOR376WLPP1CPD1NRT1CYM1YER158CCIS1UIP5HLJ1ALK1PPZ1BOI2GTB1MSN2TPA1PPZ2MRPL39GUT2RNR3HOR2ORM2DAL2GAS3YSC83YFR054CARG81DAT1YGR066CTHI74MSH6YJL152WPLB3INP54KAR9YIL151CSUT2NCE102GCV2YER097WPKH3YTA6YPR174CTYE7YPL071CFSF1YPL197CTAL1MRPL44ERG6AMS1MDG1FUS2FAU1CSI1YOR093CLEU9DDP1GLC3ALG9YNL035CYER187WPHO8IRE1DGA1YFL015CYML002WYJR038CVPS73MOD5YGL101WCNA1ARN1PPH22AXL2NPP1MAK3SSH1RPL16BNHA1IDH1MRS2SYM1TIF4632ARO3YCR100CYPL168WTHI6YPR050CYOR352WYPL035CCYT2PUS5EGT2DIA1YCL047CXBP1RPI1SIW14SSP2GIS3MAM3YDR286CDAL4YKL136WASI1YTP1SCW10ODC2YCR043CYGR205WVPS70DCG1MET1PAN2YMR279CRNH201YML100W−AYMR315WFRE4MUK1YOR024WASI3IZH1YNR040WYEL028WYOR105WYOR268CYOR356WGUP2NFI1RAD28PRM3YNR061CGDH1REV1MDM30RLM1PMT3YPL067CYGR051CYJR111CHAP2VID27RSM25AVO2PIN2YOL050CYKR041WYKR106WENT3YKL031WYOR289WYOR318CGDB1YOR246CYOR228CUSA1YML020WYMR057CYJR030CVTC4YJL055WYMR252CAVT7YIL001WYJR026WPLB2SXM1TRF5SML1SCP1YNG1PET494YMR085WYNK1NUP188YJR142WMET8YJL150WYBR178WYEA4PMP2SIA1YJR008WCOX5BANT1REC8AHP1YGR025WYRM1ATG19OST5SIP18MTO1YFR045WYFL019CSWT1TRM2DCN1WSC2YGR131WLSC2BUD17SSU1SMA1YNR042WALB1ATG17VPS55YGR291CMIC14AHC1DUG3UBP1UBC7YHR035WARL1YBR277CRBD2VTC3GAS4YOR342CYDR474CYIR014WYLR356WHOT13GCN3HXT14RAS2YPL108WYPT53IBD2ICL1CRT10PPQ1SCJ1SFK1YKL147CCOS6TPS3HEH2YIL012WCWP2HXT5ATG26PPS1YOL160WQRI7SHG1YCL074WMDL2ECM22YDR026CYBR051WAPL4YOR248WYDR042CYOL073CYPR130CYPR147CYOL047CLHP1KES1YOR263CGTO3SEY1AAC1ALD4YJL163CYNL092WRPL17BYPR123CYIR042CPUF4STI1PTP2MIH1GPB1SGE1YJR054WSEM1YKL133CLEU4OGG1BNR1MKS1QCR9RCO1TIR1UBX5SWC7YET2YPL009CYMR316C−BYJL017WYLR253WYMR158W−ACBT1KTR2DST1CSM3SET2MGR1DCI1AAD3PNC1YPR003CPFK26JJJ2SER1MSH2YPL257WPMS1RPL22BNUP170HCM1UBX7YOL159CAFT2YKL066WDBP7YLR225CRGD2YJR107WTYW3RRP8TCO89PIH1HOS2DPH2INP1RPS10BARX1MAK10MLH1PUS4DPH1YLR143WRNH202RAD33BNA2BMH2RPL38
QT Cluster 3
5 10 15 20
050
000
1000
0015
0000
2000
00Average trajectory for cluster 3
1:dim(submat)[2]
ave
V1
V2
V3
V4
V5
V6
V7
V8
V9
V10
V11
V12
V13
V14
V15
V16
V17
V18
V19
V20
V21
V22
YLR445WRPP1AMRT4CSE2RPS29BFAR10RMI1GCR2YNL228WRPS1ATIF1CPR7RPA34YPR090WYLR413WYDL114WACH1FES1YPC1PDR3VID24TIP1UBP14UGA3PEX3CAC2URM1YIL054WYJL182CMON1PEX8NIP100GEM1RPS16BVAM3PSD1COX23AAH1STP1CKB1VPH1YGR182CYFL013W−ARLF2RUB1PEX30YSR3YPL264CYBR238CSOL1PEP1SCO2YDL176WHMT1SPO23MUS81PCL9BSC5RFM1PUS2YLH47VHS3GLK1ADP1YCR006CSPP1DIA3MGA2PES4CUE4MSC7BSD2ARR3YBR224WOPI6YCL013WDLD1PMP1RAD16YDL172CMRPS9ECM1YCR062WVAC17RGT2GID7DUR1,2YBR113WMBP1SDS24YDL129WCIT2ECM18TMA17ABP1YDL119CPET18YAP1801YGR022CYEN1YHR130CDAL80HSC82SMM1UGA1PHM6ADH4PEX27SPO73ENT2YMR099CLAS21PHD1YIL015C−ASCW4RME1YIA6HSP78YDR199WVPS74PAU7YDR539WYHR095WNUP42SUR1YIL025CWAR1URA8GSY2YLR257WLRE1AZR1MSH5HTA2ATG13YCR007CMPD2YLR271WYOR022CYDR271CHST2DSS4MET3YPR091CYLR416CYPR197CWWM1FIN1YOL013W−ACWP1YHL042WTRX3YJR061WPRM7YLR040CMID2ICT1SIL1PRM6YMR253CEMP47GRE3MGT1RTT107ATG4SGM1PAC2MRP49SED1SFC1SIP2TPC1SNT2YGR079WYJU3RAD10POM152YHL005C**EBS1**PPM2BNA3YNL013CCBR1VHS1MCM16BEM3HPT1YOL029CRPL4AIRS4MAC1OSW1PSK2RPL31BYKL158WUNG1YPL080CPUB1RMD8YMR291WYIR007WDBF2MNE1SPT3YGR168CYNL194CUBP15VPS17MSC1DOM34SNA2TPK3YJL132WLAP3YER039C−ASPS2YDR010CSPO22SMF3YNL028WERV25YDR179W−AHSP12YER085CYLR179CTHI4YOR292CYOL107WFSH2DAK1YKL177WYIL165CBUB2YML117W−ARNH1YPS5YLR063WYJL070CYFR017CYPR127WYMR316C−AFRE5ERP4YLR211CCPR6PLB1YLR036COMS1PIR3YOR343CYDL241WYMR326CSSF1HEF3MLC2RRI2YLR137WNUC1YNL089CYEH1CLB1YGR235CYNL115CYGR016WESC1YLR281CYKR043CHMX1FAB1YDR203WRCK2MYO5YPL088WCTL1YER188WYGR127WSPL2YFL052WTFS1SHM2ATG3NIS1TOM6RCE1YMR294W−AYNL311CYNL319WTCB2YHR202WYVC1PXA1YLR124WNMA2PCL8
QT Cluster 4
5 10 15 20
050
000
1000
0015
0000
2000
00Average trajectory for cluster 4
1:dim(submat)[2]
ave
V1
V2
V3
V4
V5
V6
V7
V8
V9
V10
V11
V12
V13
V14
V15
V16
V17
V18
V19
V20
V21
V22
MMS22NUM1MMS1ILM1EOS1YGR122WIPK1GTR1VPS1TMA19RIM8LST4APT1YGL046WYDR455CELP6YLR065CSLG1VPS8ALK2RPN10SHE9STB5VPS5OPI11SMI1YCL075WTHI3ECM8NBP2PDC5SAP30SPO21PTC2UBP3UBP6GRS1SSD1SNF4SGF11SPF1PBY1YBR134WRAD59PPH3LYS20CLB2YDL071CNPC2YCL006CYBR100WYCL023CHHF1HIR1SWM1ATS1YBR012CTAH1KCC4HKR1YML013C−ARPP2APKP1CAF120RTN2SDS3GSF2PAH1ZWF1ARO7YPR045CYGR042WTKL1XPT1VIP1SKI8RRD1YGR035CCIK1FYV1CSN12MDS3PRE9YKR023WYER135CYNR004WPPM1FAR7RIC1YBL081WTGL3FIG4FAT1ACF2YDR387CDIT1RPL41AGUT1MCH2WHI5ACA1BEM1HDA1MMR1IML2BNI4RPL19BARP1PCS60UBI4MDL1UBR1WSS1SLK19HOC1SOL4KSS1DPL1LDB19ASR1RTT106RXT2YBR116CYBR016WRBK1YDL180WBPH1BUD3YBR209WFKH2PSY2ASN1NGR1SAF1YSA1ARO80SDH4YIL058WRAD61YDR541CYKR047WYNR014WBFA1DOG1VPS29YCR023CPDB1GSC2VID22BNA6SWI5ERV14REC104RPL26B
QT Cluster 5
5 10 15 20
050
000
1000
0015
0000
2000
00Average trajectory for cluster 5
1:dim(submat)[2]
ave
V1
V2
V3
V4
V5
V6
V7
V8
V9
V10
V11
V12
V13
V14
V15
V16
V17
V18
V19
V20
V21
V22
VPS4ARE1FUN30ZRC1SWD1PHO88**XRS2**SLX5SHE1REI1SLM6RIM1OST4VAM7OPI1YGL218WTEF4ASF1RPS16AVPS24YDR149CMET18INO2YDR049WIMD3SIN3YPL205CRIM21YKE2YCR102W−APRY3KEL1EMP70SWI4YGL199CRHR2SCS22YAR040CYBR225WHHT1TDP1YBR137WMNN2YIH1YDL118WNTH2APL3YAR043CSED4SWD3YBR174CPAA1GDT1PIN4SUE1PEX15YMR144WDOA1PAU5CNE1PBP2PBP4ATG12HSP26TRM10YDL206WMUM2ADH7DLD2YMC2MID1LYS21CCZ1SPT21YEL057CRPL35BMED1PEX19TAX4HPC2AVT5SGF29DRS2INH1SLA1MAL12SCT1PYC2SRO7CHS3STE50LDB18MET10YEL007W
QT Cluster 6
5 10 15 20
050
000
1000
0015
0000
2000
00Average trajectory for cluster 6
1:dim(submat)[2]
ave
V1
V2
V3
V4
V5
V6
V7
V8
V9
V10
V11
V12
V13
V14
V15
V16
V17
V18
V19
V20
V21
V22
ARO2STE7THI7YDR532C**YKU70**ARG1YOR302WLYS4SIR2DHH1SNF5SRO9THR1YNL171COPI9SPE3SAC1SIR3STE14ARC1LYS12BUL2YDL041WSWI6YGL214WASK10RAM1LYS9PAP2**YKU80**ARG4STE5GRR1ARG3MDM31TIR3GPA1LYS2ARP8RSC2CPA1HIS2SWS2MDM35STE2RPL20BSIN4TRP5EAP1STE4YLL044WSIR4HSL1SLC1**EST2**STE11PAC10CCS1VRP1SPE1SNF6PCP1TIM18KGD1HTD2STE20HIS5BNI1ARG2**EST1****EXO1**HIS6CPA2LYS14YBL094CIMG2CIN8COX14DAL81LYS1MRPL36**MRE11**CHO2MFA1
QT Cluster 7
5 10 15 20
050
000
1000
0015
0000
2000
00Average trajectory for cluster 7
1:dim(submat)[2]
ave
V1
V2
V3
V4
V5
V6
V7
V8
V9
V10
V11
V12
V13
V14
V15
V16
V17
V18
V19
V20
V21
V22
THR4VMA21YJL175WDIA2LIP2SOH1CYT1LEA1COX7LIP5HMI1YPT6INO4RTF1AVL9VPS53ICE2EGD2INP52IST1ARV1SRB8VPS63COX17ERG2EAF1BCS1COQ2HMO1ARO1PHO5HTZ1YGR125WMMM1AVT2COX12FAR1ATP11
QT Cluster 8
5 10 15 20
050
000
1000
0015
0000
2000
00Average trajectory for cluster 8
1:dim(submat)[2]
ave
V1
V2
V3
V4
V5
V6
V7
V8
V9
V10
V11
V12
V13
V14
V15
V16
V17
V18
V19
V20
V21
V22
AEP2MDM10SSO2CTS1SIC1RPP2BNEW1UBX3THP2GET3YDR278CYDR374CRDH54ATG22GET1DAP2ETR1FUS3RPA14NPR2RPO41RPS6BAGP2YLR255CYML033WRVS161SUM1YDL157CRPL19ASEC28CDC73UBX2YLR287C
QT Cluster 9
5 10 15 20
050
000
1000
0015
0000
2000
00Average trajectory for cluster 9
1:dim(submat)[2]
ave
V1
V2
V3
V4
V5
V6
V7
V8
V9
V10
V11
V12
V13
V14
V15
V16
V17
V18
V19
V20
V21
V22
DEP1LTE1MRC1CYK3RVS167MNN10NHP10SEC66RAD57POL32RPS11AYDL183CCLA4VPS41VAM6FRE1YNL170WARG82SEC22APQ12BUD31GIM4MEH1CTF8SHE4**RAD50**ARO2
QT Cluster 10
5 10 15 20
050
000
1000
0015
0000
2000
00Average trajectory for cluster 10
1:dim(submat)[2]
ave
V1
V2
V3
V4
V5
V6
V7
V8
V9
V10
V11
V12
V13
V14
V15
V16
V17
V18
V19
V20
V21
V22
RRN10
CAN1
HIS1
HIS4
TOP3
BNA5
CSG2
HIS7
YLR235C
NPL4
ALP1
GPR1
GET2
YDL062W
UME6
WHI3
MDM12
MRM2
QT Cluster 11
5 10 15 20
050
000
1000
0015
0000
2000
00Average trajectory for cluster 11
1:dim(submat)[2]
ave
V1
V2
V3
V4
V5
V6
V7
V8
V9
V10
V11
V12
V13
V14
V15
V16
V17
V18
V19
V20
V21
V22
RTT109DFG16SLX8LSM6RPS28BRTS1OPI3RPS27BYGL024WNOP12YBR013CMSA2YPL182CSSF2SLT2RHO4GAS1CNB1YKR045CSFL1VPS62SSP1LAG2BRP1LSM1EMP46MYO3YNR005CACF4VAC14TIM13BOR1QCR6PHO23MCR1YGL159WERV29YIL028W
QT Cluster 12
5 10 15 20
050
000
1000
0015
0000
2000
00Average trajectory for cluster 12
1:dim(submat)[2]
ave
V1
V2
V3
V4
V5
V6
V7
V8
V9
V10
V11
V12
V13
V14
V15
V16
V17
V18
V19
V20
V21
V22
RPS0BYMR172C−AFMS1ASF2SPS19ADE2YMR320WUBC12LSM7YLR049CYNL057WSAE2CLU1YPR148CYMR114CAPM2WTM2PSP2YBR071WGFD2SAY1CRP1LRO1DAL82RPS19AYBR271WNDJ1YCR087C−AYLL020CIMH1YGL149WLAC1TOM7YNL203C
QT Cluster 13
5 10 15 20
050
000
1000
0015
0000
2000
00Average trajectory for cluster 13
1:dim(submat)[2]
ave
V1
V2
V3
V4
V5
V6
V7
V8
V9
V10
V11
V12
V13
V14
V15
V16
V17
V18
V19
V20
V21
V22
YLL054C
ACE2
PFS1
CAF4
YGR237C
SAL1
QT Cluster 14
5 10 15 20
050
000
1000
0015
0000
2000
00Average trajectory for cluster 14
1:dim(submat)[2]
ave
V1
V2
V3
V4
V5
V6
V7
V8
V9
V10
V11
V12
V13
V14
V15
V16
V17
V18
V19
V20
V21
V22
SBA1
PHO87
**TEL1**
**RIF2**
**EST3**
MOG1
**RIF1**
PRX1
SCD6
NOP13
QT Cluster 15
5 10 15 20
050
000
1000
0015
0000
2000
00Average trajectory for cluster 15
1:dim(submat)[2]
ave
V1
V2
V3
V4
V5
V6
V7
V8
V9
V10
V11
V12
V13
V14
V15
V16
V17
V18
V19
V20
V21
V22
YLR236C
RPS1B
RIM101
YGL081W
BUD21
TMA23
RIM20
RPS10A
QT Cluster 16
5 10 15 20
050
000
1000
0015
0000
2000
00Average trajectory for cluster 16
1:dim(submat)[2]
ave
V1
V2
V3
V4
V5
V6
V7
V8
V9
V10
V11
V12
V13
V14
V15
V16
V17
V18
V19
V20
V21
V22
RAD27
SAC3
CTK1
YLR184W
YLR218C
TPS1
ECM15
PEX22
YDL134C−A
YBL029W
HST4
DON1
YDR357C
FUI1
ERP1
PHO84
SWC5
SAP155
QT Cluster 17
5 10 15 20
050
000
1000
0015
0000
2000
00Average trajectory for cluster 17
1:dim(submat)[2]
ave
V1
V2
V3
V4
V5
V6
V7
V8
V9
V10
V11
V12
V13
V14
V15
V16
V17
V18
V19
V20
V21
V22
YGR107W
YME1
SPE2
RPS19B
GSH1
RPS9B
HCR1
FYV4
RPS8A
QT Cluster 18
5 10 15 20
050
000
1000
0015
0000
2000
00Average trajectory for cluster 18
1:dim(submat)[2]
ave
V1
V2
V3
V4
V5
V6
V7
V8
V9
V10
V11
V12
V13
V14
V15
V16
V17
V18
V19
V20
V21
V22
RPN4
YCL060C
BUB1
BRE1
RAD54
RAD55
TPS2
KEM1
PTC1
ELM1
RAD52
HUR1
PMR1
KAR3
BUB3
DCC1
QT Cluster 19
5 10 15 20
050
000
1000
0015
0000
2000
00Average trajectory for cluster 19
1:dim(submat)[2]
ave
V1
V2
V3
V4
V5
V6
V7
V8
V9
V10
V11
V12
V13
V14
V15
V16
V17
V18
V19
V20
V21
V22
YEL059W
EHT1
MMS4
MUD2
YOL118C
CUE1
YNL176C
QT Cluster 20
5 10 15 20
050
000
1000
0015
0000
2000
00Average trajectory for cluster 20
1:dim(submat)[2]
ave
V1
V2
V3
V4
V5
V6
V7
V8
V9
V10
V11
V12
V13
V14
V15
V16
V17
V18
V19
V20
V21
V22
CTF18
RAD51
AGP1
SLM3
QT Cluster 21
5 10 15 20
050
000
1000
0015
0000
2000
00Average trajectory for cluster 21
1:dim(submat)[2]
ave
V1
V2
V3
V4
V5
V6
V7
V8
V9
V10
V11
V12
V13
V14
V15
V16
V17
V18
V19
V20
V21
V22
SEF1
YCL012W
YBL065W
YDR095C
QT Cluster 22
5 10 15 20
050
000
1000
0015
0000
2000
00Average trajectory for cluster 22
1:dim(submat)[2]
ave
V1
V2
V3
V4
V5
V6
V7
V8
V9
V10
V11
V12
V13
V14
V15
V16
V17
V18
V19
V20
V21
V22
HEK2
PER1
YCL076W
QT Cluster 23
5 10 15 20
050
000
1000
0015
0000
2000
00Average trajectory for cluster 23
1:dim(submat)[2]
ave
−0.04 −0.02 0.00 0.02 0.04 0.06
−0.
04−
0.02
0.00
0.02
0.04
0.06
Comp.1
Com
p.2
VPS8
YAL004W
SSA1
ERP2
FUN14
MDM10
SWC3
DEP1
SYN8
NTG1
PSK1
YAL018C
FUN30
ATS1
FUN26
PMT2
LTE1
DRS2
SAW1
FRT2
MYO4
SNC1
GIP4
FUN19
RBG1
YAL037W
CLN3
ERV46
YAL043C−A
YAL045CAIM1
GEM1
AIM2
OAF1
FLC2
ACS1
PEX22
GPB2
YAL058C−A
CNE1
ECM1
BDH1
BDH2
GDH3
YAL064C−A
YAL065C
YAL066W
SEO1
PAU8
ERP1
NUP60
SWD1BUD14
ADE1
KIN3
PAU7
YAR023C
UIP3
YAR028W
YAR029W
YAR030C
PRM9
YAT1
YAR037W
YAR040C
SWH1
YAR043C
YAR044W
YAR047C
FLO1
ECM15
HTA2
PDR3
SLA1
HIR1
ALK2
YBL010C
SCT1
FMT1
ACH1
FUS3
PEP1
APN2
HAP3
NCL1
RRN10
RPL19B
YBL028C
YBL029WSHE1
HEK2
YBL036C
APL3
URA7
FUI1
ECM13
PSY4
EDE1
RRT1
MOH1
PIN4
SAS3
YBL053W
TOD6
YBL055C
PTC3
PTH2
YBL059W
YEL1
SKT5
YBL062W
KIP1
PRX1
YBL065W
SEF1
UBP13
PRS4
AST1
YBL070C
YBL071C
RPS8A
SSA3
ATG8
NUP170
YBL081W
ALG3
YBL083C
BOI1
YBL086C
RPL23A
**TEL1**
AVT5
MAP2
SCS22
YBL094C
YBL095W
YBL096C
BNA4
YBL100C
ECM21
SFT2
RTG3
YBL104C
SRO77
YBL107C
NTH2
RCR1
UGA2
DSF2
FLR1
HHF1
HHT1
YBR012C
YBR013C
GRX7
MNN2
YBR016W
GAL7
GAL10GAL1
POA1
CHS3
SCO2
OLA1
ETR1
YBR027C
YBR028C
RKM3
RPL4A
YBR032W
EDS1
HMT1
CSG2
FIG1
FAT1
CST26
QDR3
TCM62
GIP1
ZTA1
FMP23
RPS11B
REG2
YBR051W
RFS1YBR053C
YRO2
YBR056WMUM2
UBP14
AKL1
TRM7
YBR062C
YBR063C
YBR064W
ECM2
NRG2
TIP1
BAP2
TAT1
YBR071W
HSP26
RDH54
YBR074W
YBR075W
ECM8
SLM4
ECM33
UBC4
TEC1
RPL19A
MIS1
AAC3
IST2
YBR090C
YBR090C−A
PHO3
PHO5
PBY1
RXT2
MMS4
YBR099C
YBR100W
FES1
SIF2
YMC2
VID24
PHO88
IML3
AIM3
YSA1
YBR113W
RAD16
LYS2
YBR116C
TEF2
MUD1
GRS1
MRPL36
PTC4
TPS1ATG14
OPY1
SHE3
CCZ1
AGP2
YBR134W
YBR137W
YBR138C
YBR139W
YBR141C
YBR144C
ADH5
MRPS9
RTC2
YSW1
ARA1
TBS1
APD1
SLI15
ICS2
AMN1
IFA38
CSH1
TOS1
YSY6
ARL1
UBS1
TYR1
PEX32
SSE2
NPL4
SEC66
SMY2
YBR174C
SWD3
ECM31
EHT1YBR178W
DTR1
RPS6B
SMP1
YPC1YBR184W
MBA1
PCH2
GDT1
NTC20
RPS9B
AIM4
MSI1
YBR197C
KTR4
BEM1
DER1
COS111
YBR204C
KTR3
YBR206W
FTH1
DUR1,2
YBR209W
ERV15
NGR1
MET8
SDS24
HPC2
YBP1
ATG12
PYC2
YBR219C
YBR220C
PDB1
PCS60
TDP1
YBR224W
YBR225W
YBR226C
MCX1
SLX1
ROT2
OM14
SWC5
YBR232C
PBP2
YBR235W
YBR238C
YBR239C
THI2
YBR241C
YBR242W
GPX2
ISW1
RRT2
HIS7
ARO4
SPO23
MTC4
SHG1
YBR259W
RGD1
TAE1
AIM5
SHM1
YPT10
SLM6REI1
FMP21
BIT2
YBR271W
HSM3
UBX7
**CHK1**
**RIF1**
PPS1
YBR277C
DPB3
SAF1
DUG2
SSH1
YBR284W
YBR285W
APE3
YBR287W
APM3
SNF5
BSD2
CTP1
YBR292C
VBA2
SUL1
PCA1
PHO89
MAL33
MAL31
MAL32
YBR300C
PAU24
RER1
YCL001W−A
YCL002C
YCL006C
ILV6
SGF29
GBP2
YCL012W
YCL013W
BUD3
DCC1
YCL022C
YCL023C
KCC4
AGP1
YCL026C
FRM2
FUS1
RNQ1
BIK1
HIS4
STE50
MXR2
LSB5
GRX1
GFD2
SRO9
ATG22
GID7
GLK1
YCL042W
MGR1
EMC1
YCL046W
YCL047C
SPS22
YCL049C
APA1
LRE1
KAR4
YCL056C
PRD1
YCL060C
MRC1
YCL062W
VAC17
CHA1
VBA3
YCL074W
YCL075W
YCL076W
YCR001W
CIT2
YCR006C
YCR007C
SAT4
RVS161
ADY2
ADP1
POL4
YCR015C
YCR016W
CWH43
MAK32
PET18
MAK31
HSP30
YCR022C
YCR023C
PMP1
YCR025C
NPP1
RHB1
RIM1
SYP1
RPS14A
BPH1
SNT1
FEN1
RBK1
PHO87
YCR043C
PER1
RRT12
ARE1
YCR049C
YCR050C
YCR051W
THR4
YIH1
TAH1
YCR061W
YCR062W
BUD31
HCM1
SED4
ATG15
CPR4
IMG2
SSK22
SOL2
ERS1
YCR076C
PAT1
PTC6
SRB8
AHC2
TRX3
YCR085W
CSM1
YCR087C−A
YCR087W
ABP1
FIG2
YCR090C
KIN82
MSH3
OCA4
GIT1
YCR099C
YCR100C
YCR101C
YCR102C
YCR102W−A
ADH7
RDS1
AAD3
RMD1
NHP10
PTC1
GRX6
YDL011C
YDL012C
SLX5
ERP3
OSH2
RPN4
YDL023C
DIA3
YDL025C
YDL026W
YDL027C
SLM3
YDL034W
GPR1
PUS9
BSC1
YDL038C
PRM7
NAT1
YDL041W
SIR2
NPC2
STP4
YDL050C
LHP1
SLC1
PBP4
MCH1
MBP1
RAD59
RPS29B
YDL062W
PEX19
IDP1
BDF2
YDL071C
BRE1
RXT3
VAM6
MDH3
MRK1
THI3
RPP1A
RPL13A
RPS16B
NDE2
YDL086W
ASM4
NUR1
RAM1
UBX3
PMT5
YDL094C
PMT1
OPI6
BUG1
GET3
QRI7
PHO2
YDL109C
TMA17
TRM3
ATG20
YDL114W
CYK3
YDL118W
YDL119C
YDL121C
UBP1
SNA4
YDL124W
HNT1
PCL2
VCX1
YDL129W
RPP1B
STF1
LYS21
RPL41B
YDL133W
PPH21
YDL134C−A
RDI1
RPL35B
ARF2
RGT2
CRD1
YDL144C
LDB17
ATG9
MSH5
CLB3
YDL156W
YDL157C
STE7
DHH1
ENT1
YDL162C
NRP1
SFA1
UGX2
UGA3
GLT1
YDL172C
PAR32
DLD1
AIR2
YDL176W
YDL177C
DLD2
PCL9
YDL180W
INH1
LYS20
YDL183C
RPL41A
TFP1
YDL186W
YDL187C
PPH22
RBS1
UFD2
RPL35A
ARF1
SNF3
ASF2
YDL199C
MGT1
TRM8
ACK1
RTN2
YDL206W
UGA4
YDL211C
NOP6
PRR2
GDH2
RRI1
YDL218W
DTD1
FMP45
HBT1
WHI4
GCS1
HO
SSB1
PTP1
BRE4
OST4
YDL233W
GYP7
PHO13
AIM6
GUD1
ADY3
LRG1
YDL241W
YDL242W
AAD4
NTH1
RCR2
RAD57
MAF1
SOK1
TRP1
YDR008C
GAL3
YDR010C
SNQ2
RAD61
YDR015C
YDR018C
GCV1
DAS2
CIS1
FYV1
RPS11A
YDR026C
YDR029W
RAD28
MIC14
PST2
MRH1
LYS14
ARO3
EHD3
YDR042C
NRG1
BAP3
YDR048C
YDR049W
DET1
PST1
YDR056C
YOS9
TGL2
UBC5
YDR061W
AIM7
RTR2
OCA6
DOS2
FMP16
PAA1
IPT1
SNF11
TPS2
PPH3
RAD55
SED1
VPS41
RRP8
TVP23AFR1
YDR089W
YDR090C
UBC13
DNF2
YDR094W
YDR095C
GIS1
MSH6
GRX3
BMH2
TVP15
ARX1
YDR102C
STE5
SPO71
TMS1
TMN2
GSG1
YDR109C
FOB1
ALT2
IRC2
MRPL1
TMA64
VBA4
TRM1
DPB4
KIN1
INO2
YDR124W
ECM18
SWF1
ARO1
MTC5
FIN1
YDR131C
YDR132C
YDR133C
YDR134C
YCF1
RUB1
PEX7
SAN1
MKC7
SWI5
EKI1
KGD2
YDR149C
NUM1
CTH1
GIR2
ENT5
YDR154C
CPR1
RPA14
YDR157W
HOM2
SAC3
YDR161W
NBP2
CWC15
TRM82
STB3
HSP42
ARG82
HMO1
SDH4
CSN9
YDR179W−A
SAS4
PLP1
ATC1
UPS3
YDR186C
HST4
NUP42
YDR193W
RKM2
YDR199W
RAV2
YDR203W
MSC2
**EBS1**
UME6
YDR209C
YDR210W
UPC2
AHA1
YDR215C
ADR1
**RAD9**
SPR28
MFB1
YDR220C
GTB1
YDR222W
CRF1
HTA1
SIR4
IVY1
RTN1
LYS4
YDR239C
BUD26
AMD2
PEX5
MNN10
VHS1
YDR248C
YDR249C
YDR250C
PAM1
BTT1
MET32
CHL4
RMD5
CTA1
RKM4
HSP78
YAP6
SWM1
EXG2
YDR262W
DIN7
PEX10
YDR266C
YDR269C
CCC2
YDR271C
GLO2
DON1
YDR274C
BSC2
PMP3
MTH1
YDR278C
RNH202
PHM6
YDR282CDPP1
ZIP1
YDR286C
INM2
RTT103
YDR290W
HRQ1
SSD1
DPL1
SUR2
CPR5
HNT2
YDR306C
YDR307W
GIC2
SUM1
SSF2
PIB1
RAD34
IPK1
OMS1
HIM1
MCM21
YDR319C
SWA2
ASP1
YSP2
PEX3
UBX5
IRC3
YDR333C
SWR1
MSN5
YDR336W
YDR338C
YDR340W
YDR344C
HXT3
SVF1
YDR348C
YPS7
SBE2
YDR352W
TRP4
YDR357C
GGA1
EAF1
OPI7
ESC2
SEM1
YPR1
**XRS2**
YDR370C
CTS2
VPS74
YDR374C
BCS1
LSM6
RGA2
ARO10
RPP2B
NKP1
ATO3
EFT2
MUS81
YDR387C
RVS167
SAC7
YDR391C
SPT3
SHE9
SXM1
HPT1
URH1
YDR401W
DIT2
DIT1
PDR15
ADE8
SIZ1
STE14
DFM1
ERD1
YDR415C
RAD30
HKR1
ARO80
SIP1
CAD1
DYN2
SNX41
YDR426C
BNA7
CYM1
YDR431W
PPM1
PPZ2
THI74
LRS4
DOT1
APT2
YDR444W
YDR445C
ECM11
RPS17B
YHP1
PPN1
TSA2
YDR455C
HEH2
PFA5
MFA1
STP1
RMT2
PKH3
YDR467C
SDC1
RPL27B
YDR474C
JIP4
YDR476C
SNF1
PEX29
DIG2
PHO8
CWC21
KRE2
VPS72
VPS60
PAC11
PKH1
YDR491C
IZH1
AIM8
RSM28
PUF6
ITR1
RPL37B
PLM2
SAM2
LPP1
SPG3
PSP1
YDR506C
GNP1
YDR509W
ACN9
EMI1
GRX2
YDR514C
SLF1
EMI2
GRH1
FPR2
URC2
SPS2
AGE1
API2
SNA2
HLR1
APA2
YDR532C
HSP31
FIT1
YDR535C
STL1
YDR537C
PAD1
YDR539W
IRC4
YDR541C
IRC22
GIM4
YEA4
VAB2
YEA6
YEL007W
YEL008W
YEL010W
GLC3
UBC8
VAC8
YEL014C
EDC3
NPP2
PMP2
GTT3
YEL020C
YEL023C
YEL025C
YEL028W
ECM10
SPF1
MTC7
RAD23
UTR4
CYC7
UTR2
YEF1
GDA1
YEL043W
YEL047C
TCA17
PAU2
AFG1
MAK10
HAT2
YEL057C
YEL059W
PRB1
CIN8
NPR2
CAN1
AVT2SIT1
HPA3
YEL067C
YEL068C
DLD3
MNN1
NOP16
FMP52
YND1
TMA20
PAC2
YER010C
TIR1
BIM1
SBH2
ISC1
GPA2
YAT2
GAL83
MIG3
CHZ1
YPT31
FIR1
ZRG8
YER034W
EDC2
YER038W−A
HVG1
YER039C−A
YEN1
MXR1
MEI4
ACA1
SPO73
YER046W−A
SAP1
CAJ1
TPA1
JHD1
HOM3
PIC2
GIP2
HIS1
FCY2
RPL34A
HMF1
PCL6
FCY21
FCY22
CEM1
HOR2
THO1
YER064C
ICL1
YER066C−A
RRT13
YER067C−A
YER067W
ARG5,6
YER071C
VTC1
ALD5
RPS24A
PTP3
YER077C
ICP55
YER079W
AIM9
SER3
GET2
YER084W
YER085C
YER087C−A
DOT6
PTC2
TRP2
MET6
YER091C−A
IES5
AIM11
RAD51
SHC1
YER097W
UBP9
AST2
MAM1
YER108C
FLO8
SWI4
TMN3
BOI2
SPR6
SLX8
RPL23B
SHO1
AVT6
YER119C−A
SCS2
YER121W
YCK3
DSE1
YER128WSAK1
YER130C
RPS26B
PMD1
YER134C
YER135C
YER137C
RTR1
YER140WMAG1
DDI1
UBP5
FTR1
PEA2
SPI1
UBP3
YER152C
PET122
BEM2
YER156C
YER158C
SPT2
RAD4
YER163C
CHD1
DNF1
BCK2
ADK2
**RAD24**
GRX4
TMT1
ECM32
BMH1
PDA1
DMC1
ISC10
YER181C
FMP10
FAU1
YER184C
PUG1
YER186C
YER187W
YER188W
DEG1
MSH4
VTC2
YFL006W
BLM10
WWM1
AUA1
HXT10
YFL012W
IES1
YFL013W−A
HSP12
YFL015C
LPD1
YFL019C PAU5
GAT1
BUD27
BST1
STE2
GYP8
CAF16
AGX1
HAC1
YFL032W
RIM15
RPL22B
YFL034W
YFL035C−B
RPO41
YFL040W
FET5
YFL042C
YFL043C
OTU1
FMP32
RGD2
EMP47
SWP82
ALR2
YFL051C
YFL052W
DAK2
YFL054C
AGP3
AAD6
YFL063W
YFR006W
YFH7
FAR7
GCN20
UBP6
AIM13
YFR012W
IOC3
CMK1
GSY1
YFR016C
YFR017C
YFR018C
FAB1
YFR020W
ATG18
ROG3
PES4
YFR024C
LSB3
HIS2
ULI1
MET10
RPL2A
RRT5
RPL29
QCR6
PHO4
YFR035C
IRC5
YFR039C
SAP155
ERJ5
IRC6
DUG1
YFR045W
CNN1
BNA6
RMD8
YMR31
HXK1
YFR054C
IRC7
YFR056C
YFR057W
ERP6
RPN14
COG7
PMC1
BRP1
LEU1
YGL010W
PDR1
PUF4
YGL015C
KAP122
ATE1
CKB1
GET1
ALK1
PIB2
YGL024W
TRP5
CWH41
SCW11
CGR1
RPL24A
AGA2
YGL034C
MIG1
YGL036W
PNC1
YGL039W
YGL041C
YGL042C
DST1
RIM8
YGL046W
TIF4632
TYW3
MST27
PRM8
ERV14
SDS23
GEP7
RAD6
PKP2
YBP2
PYC1
PUS2
SGF73
NPY1
AFT1
HNM1
DBP3
YGL079W
FMP37
YGL081W
YGL082W
SCY1
GUP1
YGL085W
MAD1
MMS2
MF(ALPHA)2
LIF1
PAN2
TOS8
YGL101W
VPS73
ARC1
YGL108C
YGL109W
CUE3
YGL114W
SNF4YGL117W
YGL118C
GPG1
MON1
MET13
SCS3
SOH1
SNT2
YGL132W
ITC1
MRM2
YGL138C
FLC3
YGL140C
HUL5
ROG1
RRT6
RPL9A
ARO2
YGL149W
NUT1
YGL152C
PEX14
LYS5
AMS1
YGL157W
RCK1
YGL159W
AIM14
YIP5
SUT1
RAD54
YRB30
YGL165C CUP2
PMR1
HUR1
SPO74
KEM1
BUD13
SAE2
YGL176C
YGL177W
TOS3
ATG1
GTS1
HOS2
GCN1
DSD1
MDS3
YIP4
YGL199C
ARO8
KEX1
POX1
SIP2
MIG2
YPT32
NCS6
VAM7
SKI8
YGL214W
CLG1
KIP3
YGL217C
YGL218W
MDM34
NIF3
EDC1
SDT1
OST5
MTC3
VID30
SHE10
SAP4
YGL230C
EMC4
TAN1
ADE5,7
YGL235W
MTO1
HAP2
KAP114
YGL242C
TAD1
RTF1
PDE1
ZIP2
RMR1
HFM1
RTG2
HXK2
FZF1
ZRT1
ADH4
MNT2
VEL1
YPS5
YGL260W PAU11
YGL262W
COS12
YGR001C
CUL3
PEX31
MUQ1
STF2
NMA2
YGR011W
YGR012W
MSB2
YGR015C
YGR016W
YGR017W
YGR018C
UGA1
YGR021W
YGR022C
MTL1
YGR025W
YGR026W
RPS25A
MSP1
YGR031WGSC2
TIM21
RPL26B
YGR035CACB1
ORM1
YGR039W
KSS1
BUD9
YGR042W
NQM1
RME1
YGR045C
SCM4
YGR050C
YGR051C
FMP48
YGR053C
YGR054W
MUP1
PEF1
SPR3
ADE6
YGR066C
YGR067C
ART5
YGR069W
ROM1
YGR071C
**UPF3**
PEX8
PAC10
YGR079W
TWF1
SLX9
MRP13
RPL11B
PIL1
PDC6
CTT1
NNF2
DBF2
YGR093W
TPC1
ASK10
MDR1
PCP1
VMA21
VOA1
YGR107W
CLB1
CLB6
CLD1
YGR111W
YGR117C
RPS23A
MEP1
YGR122C−A
YGR122W
PPT1
ASN2
YGR125W
YGR126W
YGR127W
SYF2
YGR130C
YGR131W
PHB1
PEX4
CAF130
PRE9
LSB1
YGR137W
TPO2
YGR139W
VPS62
BTN2
SKN1
THI4
YGR146C
RPL24B
YGR149W
YGR151C
RSR1
YGR153W
GTO1
CHO2
RTS3
GTR2
YGR164W
KRE11
YGR168C
PUS6
PSD2
RBG2
CBP4
YGR176W
ATF2
PBP1
TIM13
YGR182C
QCR9
UBR1
HGH1
BUB1
CRH1
TDH3
PDX1
XKS1
FYV8
SNG1
PMT6
ELP2
YGR201C
PCT1
YGR203W
YGR205W
MVB12
YGR207C
SER2
TRX2
YGR210C
SLI1
RTA1
RPS0A
CCH1
TOS2
HSV2
AZR1
AMA1
YGR226C
DIE2
YGR228W
SMI1
BNS1
PHB2
NAS6
PHO81
YHB1
YGR235C
SPG1
YGR237C
KEL2
PEX21
YAP1802
YGR242W
FMP43
LSC2
CPD1
SOL4
MGA1
YGR250C
ENO1
COQ6
GND2
YGR259C
TNA1
APL6
SAY1
YGR266W
HUA1YGR269W
YTA7
SLH1
YGR272C
YGR273C
RTT102
RNH70
SCW4
YOR1
BGL2
YGR283C
ERV29
BIO2
YGR287C
MAL13
MAL11
YGR290W
YGR291C
MAL12
COS6
HSE1
LAG1
YHL005C
SHU1
STE20
YHL008C
YAP3
ETP1
YHL012WOTU2
YLF2
DUR3
YHL017W
APM2
OPI1
AIM17
SPO11
NPR3
RIM4
SNF6
YHL026C
RIM101
WSC4
OCA5
ECM29
GOS1
GUT1
RPL8A
SBP1
VMR1
MUP3
YHL037C
YHL039W
ARN1
YHL041W
YHL042W
ECM34
YHL044W
YHL045W
PAU13
ARN2
QCR10
YHR003C
NEM1
GPA1
STP2
SOD2
YHR009C
VPS29
SPO13
MIP6
YSC84
YSC83
ARG4
RPS27B
ECM12
YHR022C
THR1
DAP2
YHI9
SLT2
RRM3
YHR032W
YHR033W
PIH1
YHR035W
PUT2
MSC7
SRB2
DOG2
DOG1
YHR045W
INM1
AAP1
YHK8
YHR049C−A
FSH1
SMF2
CPR2
FYV4
GIC1
SSF1
HTD2
OSH3
PPE1
PTC7
**UPF2**
YHR078W
IRE1
YHR079C−B
YHR080C
LRP1
KSP1
NAM8
RTC3
HXT4
AHT1
HXT1
YHR095W
HXT5
YHR097C
SBE22
GRE3
YPT35
TRR2GGA2
CTM1
ERP5
UBA4
YHR112C
YHR113W
BZZ1
DMA1
COX23
TOM71
LSM12
EPT1
NDT80
YHR125W
ANS1
YHR127W
ARP1
YHR130C
YHR131C
ECM14
YHR132W−A
NSG1
WSS1
YCK1
SPL2
ARO9
YHR138C
SPS100
YHR139C−A
YHR140W
CHS7
DSE2
CRP1
PEX28
MTC6
SPO12
SPO16
RTT107
YSP1
LIN1
REC104
KEL1
YHR159W
PEX18
YAP1801
YHR162W
SOL3
THP2
ATG7
FMO1
STB5
OYE2
YHR180W
SVP26
YHR182W
SSP1
PFS1
PTH1
CTF8
EGD2
MDM31
NVJ1
AIM18
AIM46
RPN10
YHR202W
RPS4B
MNL1
SKN7
SET5
CRG1
YHR210C
YIL001W
INP51
EPS1
YIA6
NAS2
URM1
**EST3**
DOT5
TIR3
YIL012W
PDR11
MNT3YIL015C−A
BAR1
SNL1
VID28
HIS6
YKE4
YIL024C
YIL025C
KRE27
YIL028W
YIL029C
SSM4
YIL032C
CAP2
CKA1
CST6
PRM2
NOT3
TED1
APQ12
GVP36
PKP1
CBR1
AGE2
PIG2
SYG1
DFG10
PCL7
RPL34B
RHR2
YIL054W
YIL055C
VHR1
YIL057C
YIL058W
YIL059C
YIL060W
SEE1
FIS1
RNR3
YIL067C
MAM33
PCI8
HOP1
SPO22
SER33
SEC28
YIL077C
AIR1
SDS3
KTR7
YIL086C
AIM19
AVT7
YIL089W
ICE2
YIL092W
RSM25
LYS12
PRK1
YIL096C
FYV10
FMC1
SGA1
YIL100W
XBP1
YIL102C
DPH1
SLM1
PFK26
YIL108W
MNI1
COX5B
HOS4
SDP1
POR2
HIS5
PRM5
RPI1
QDR1
POG1
SIM1
AYR1
KGD1
MET18
ASG1
FKH1
CSM2
RPL16A
FLX1
VHS2
OM45
TMA108
TPM2
REV7
AXL2
YIL141W
PAN6
ATG32
RPL40A
MLP2
YIL151C
YIL152W
RRD1
IMP2'
GUT2
UBP7
COA1
AIM20
BNR1
POT1
YIL161W
SUC2
YIL163C
NIT1
YIL165C
YIL166C
SDL1
YIL168W
HXT12
VTH1
SGN1
MPH1
AIM21
DJP1
IST3
YIR007W
MSL1
GAT4
YIR014W
YIR016W
MET28
YAP5
MUC1
YIR020C
YIR020W−B
DAL81
YIR024C
MND2
DAL1
DAL4
DAL2
DCG1
DAL7
DAL3
MGA2
LYS1
YIR035C
IRC24
HYR1
GTT1
YPS6
YIR042C
YIR043C
YIR044C
SYS1
YJL007C
VTC4
MAD3
YJL016W
YJL017W
BBC1
YJL021C
YJL022W
PET130
APS3
YJL027C
YJL028W
VPS53
MAD2
SNX4
IRC18
LOH1
MHP1
YJL043W
GYP6
YJL045W
AIM22
RTT101
UBX6
YJL049W
IRC8
PEP8
YJL055W
IKS1
BIT61
YHC3
BNA3
LAS21
YJL064W
DLS1
MPM1
YJL067W
YJL068C
YJL070C
ARG2
JEM1
ICS3
PRY3
PRY1
IML2
TAX4
ALY2
ARG3
SIP4
SRS2
TOK1
KHA1
BCK1
SAP185
CHS6
LSB6
GSH1
GSM1
SET4
IME2
YJL107C
PRM10
GZF3
MDV1
ASF1
NCA3
PHO86
YJL119C
YJL120W
RPE1
ALB1
MTC1
LSM1
NIT2
PBS2
URA2
AIM23
YJL132W
MRS3
LCB3
YJL135W
RPS21B
GLG2
TIF2
YUR1
YAK1
IRC9
YJL144W
SFH5
IDS2
YJL147C
RPA34
YJL149W
YJL150W
SNA3
YJL152W
INO1
VPS35
FBP26
FAR1
CIS3
HSP150
YJL160C
FMP33
JJJ2
YJL163C
TPK1
HAL5
SET2
YJL169WASG7
YJL171C
CPS1
YJL175W
SWI3
RPL17B
ATG27
YJL181W
YJL182C
MNN11
YJL185C
MNN5
SWE1
BUD19
RPS22A
RPS14B
SOP4
YJL193W
ELO1
UBP12
PHO90
MBB1
ECM25
RCY1
YJL206C
YJL206C−A
LAA1
NUC1
PEX2
YJL211C
OPT1
YJL213W
HXT8
YJL215C
YJL216C
REE1
YJL218W
AVT1
YJR003C
APL1
YJR008W
TDH2
SPC1
MET3
YJR011C
TMA22
YJR015W
TES1YJR020W
REC107
MDE1
BNA1
YJR026W
YJR030C
GEA1
CPR7
RAV1
PET191
RAD26
HUL4
YJR037W
YJR038C
YJR039W
GEF1
POL32
VPS55
ANB1
CYC1
UTR1
ISY1
OSM1
RAD7
BFA1
YJR054W
APS2
PTK2
CBF1
YJR061W
NTA1
TOR1
HAM1
LIA1
OPI3
MOG1
HOC1
MIR1
BNA2
YJR079W
AIM24
EAF6
ACF4
CSN12
YJR087W
EMC2
GRR1
JSN1BUD4
IME1
RPL43B
SFC1
YJR096W
JJJ3
YJR098C
YUH1
AIM25
URA8
ECM27
YJR107WABM1
CPA2
YMR1
YJR111C
YJR115W
YJR116W
STE24
ILM1
JHD2
YJR120WATP2
YJR124C
ENT3
VPS70
RSF2
YJR128W
YJR129C
STR2
MNS1
XPT1
SGM1
MCM22
MET5
HOM6
HIR3
YJR142W
RPS4A
YJR146W
HMS2
BAT2
YJR149W
DAN1
DAL5
PGU1
YJR154W
MET14
BYE1
RPL14A
CAP1
LAC1
MRT4
UFD4
PUT3
HCS1
SPT23
YKL023W
PAN3
GPX1
YKL027W
MAE1
YKL030W
YKL031W
IXR1
YKL033W−A
TUL1
AIM26
RGT1
PTM1
NFU1
VPS24PHD1
YKL044W
DCW1
YKL047W
ELM1
YKL050C
SFK1
MDM35
YKL053W
OAR1
TMA19
YKL061W
MSN4
YKL063C
MNR2
YET1
YKL066W
YNK1
NUP100
YKL069W
YKL070W
YKL071W
STB6
LHS1
MUD2
YKL075C
PSY1
YKL077WSMY1
TEF4
HOT13
MDH1
SRX1
CYT2
CUE2
YKL091C
BUD2
MBR1
YJU3
CWP1
CWP2
YKL097C
MTC2
YKL100C
HSL1
YKL102C
LAP4
YKL105C
AAT1
YKL107W
HAP4
KTI12
RAD27
APN1
YKL115C
PRR1
SBA1
OAC1
DGR2
YKL123W
SSH4
PGM1
PMU1
MYO3
SHE2
YKL131W
RMA1
YKL133C
YKL136W
CMC1
CTK1
TGL1
MRP8
AVT3
YKL147C SDH1
DBR1
MCR1
YKL151C
RPS27A
APE2
YKL158W
RCN1
ELF1
YKL161C
YKL162C
PIR3
PIR1
TPK3
MRP49
KKQ8
YKL171W
TPO5
ZRT3
LST4
YKL177W
STE3
COY1
LOT5
SPE1
ASH1YKL187C
PXA2
CNB1
DPH2
PEX1
PTK1
YKL199C
YKL200C
MNN4
YKL202W
EAP1
LOS1
ADD66
AIM27
CBT1
TRP3
SAC1
DOA1
YRA2
YKL215C
URA1
JEN1
SRY1
FRE2
MCH2
YKL222CVPS1
OSH6
YKR005C
MEH1
FOX2
TOF2
YKR011C
YKR012C
PRY2
YPT52
YKR015C
FCJ1
YKR017C
YKR018C
IRS4
VPS51
ALY1
YKR023W
DBP7
GCN3
BCH2
SAP190
SET3
GMH1
SPO14
YKR032W
YKR033C
DAL80
OPI8
DID2
CAF4
GAP1
YKR040C
YKR041W
UTH1
YKR043C
UIP5
YKR045C
PET10
YKR047W
NAP1
FMP46
TRK2
YKR051W
MRS4
YSR3
DYN1
RHO4
TRM2
RPS21A
GLG1
TIF1
UTP30
KTR2
OAF3
PAM17
CCP1
GPT2
MET1
YKR070W
SIS2
AIM29
ECM4
MSA2
YKR078W
MTD1
NUP133
HBS1
OMA1
TVP38
TGL4
PXL1
SRL3
SRP40PTR2
RPL40B
MLP1
YKR096W
PCK1
UBP11
BAS1
SKG1
SIR1
FLO10
NFT1
YKR104W
VBA5
YKR106W
DNM1
RTT109
SPO75
MMM1
YLL007C
COX17
PSR1
YEH1
PUF3
EMC6
BPT1
SDC25
YLL017W
KNS1
YLL020C
SPA2
YLL023C
SSA2
PAU17
HSP104
TPO1
FRA1
YLL032C
ENT4
UBI4
VPS13
SDH2
ATG10
FPS1
YLL044W
RPL8B
RNP1
YLL047W
YBT1
LDB18FRE6
AQY2
YLL053C
YLL054C
YCT1
YLL056C
JLP1
YLL058W
YLL059C
GTT2
MMP1
MHT1
AYT1
YLR001C
CMS1
THI73
SSK1
LOT6
YLR012C
GAT3
PPR1
BRE2
PML1
MEU1
POM34
PSR2
YEH2
IRC25
IZH3
UBR2
ADE16
YLR030W
YLR031W
RAD5
SMF3
MLH2
YLR036C
PAU23
COX12
RIC1
YLR040C
YLR041W
YLR042C
TRX1 PDC1
YLR046C
FRE8
RPS0B
YLR049C
YLR050C
YLR053C
OSW2
SPT8
ERG3
YLR057W
SHM2
REX2
RPL22A
BUD28
YLR063W
YLR064W
YLR065C
XYL2
YLR072W
RFU1
FMP25
SIC1
EMP46
GAL2
SRL2
EMP70
RAX2
ARP6
CSF1
ALT1
XDJ1
GEP5
SUL2
NYV1
GIS3
IOC2
KIN2
HRT3
CHA4
ICT1
APC9
YLR104W
REX3
YLR108C
AHP1
CCW12
YLR111W
YLR112W
HOG1
AVL9
YLR118CSRN2
YPS1
YPS3
YLR122C
YLR123C
YLR124W
YLR125W
YLR126C
DCN1
ZRT2
ACE2
CKI1
PDC5
SLX4
TIS11
YLR137W
NHA1
PUT1
YLR143W
ACF2
SPE4
YLR149C
STM1
PCD1
YLR152C
RNH203
YLR164W
PUS5
UPS2
YLR169W
APS1
YLR171W
DPH5
YLR173W
IDP2
RFX1
YLR177W
TFS1
YLR179C
SAM1
VTA1
SWI6
TOS4
YLR184W
RPL37A
SKG3
MDL1
ATG26
MMR1
PEX13
HCR1
UPS1
YLR194C
PBA1
YKE2
HMX1
ENT2
HRD3
PNP1
CLB4
YLR211C
CRR1
FRE1
CPR6
YLR217W
YLR218C
MSC3
CCC1
RSA3
YLR224W
YLR225C
ADY4
ECM22
BNA5
YLR232W
**EST1**
TOP3YLR235C
YLR236C
THI7
FAR10
LIP2
YLR241W
ARV1
ERF2
IRC20
RCK2
SSP120
SYM1
YLR252W
YLR253W
NDL1
YLR255C
YLR257W
GSY2
VPS63
YPT6
TMA7
RED1
RPS28B
NEJ1
PDR8
BOP2
SEC22
YLR269C
YLR271W
PIG1
YLR278C
YLR279W
YLR280C
YLR281C
YLR282C
YLR283W
ECI1
NNT1
CTS1
YLR287C
RPS30A
GUF1
YLR290C
SEC72
YLR294C
YLR296W
YLR297W
ECM38
EXG1
MET17
UBC12
CDA1
CDA2
IMH1
YLR311C
YLR312C
SPH1
NKP2
**EST2**
BUD6
MMS22
PEX30
RPL38
YLR326W
TMA10
NMA1
REC102
CHS5
MID2
RPS25B
YLR334C
NUP2
VRP1
OPI9
SPO77
FKS1
GAS2
RPL26A
YLR345W
YLR346C
DIC1
YLR349W
ORM2
NIT3
YLR352W
BUD8
TAL1
YLR356W
RSC2
VPS38
DCR2
STE11
NMD4
GRX8
YLR365W
YLR366W
RPS22B
MDM30
ARC18
ROM2
SUR4
VID22
YLR374C
STP3
PSY3
FBP1
CSR1
CTF3
IKI3
SWC7
VAC14
REH1
RPS29A
STE23
ECM19
CCW14YLR391W
YLR392C
ATP10
CST9
COX8
SKI2
YLR400W
DUS3
YLR402W
FLD1
DUS4
RPL31B
YLR407W
YLR408C
VIP1
BER1
YLR413W
YLR414C
YLR415C
YLR416C
CDC73
URA4
RPN13
YLR422W
ATG17
TUS1
YLR426W
MAG2
YLR428C
CRN1
ATG23
IMD3
CNA1
YLR434C
TSR2
ECM30
DIF1
CAR2
RPS1A
SIR3
ECM7
YLR444C
YLR445W
YLR446W
RPL6B
FPR4
HMG2
LEU3
SST2
**RIF2**
FMP27
YLR455W
YLR456W
YLR460C
PAU4
YPT7
YML002W
YML003W
GLO1
TRM12
GIS4
YAP1
ERG6
MRPL39
YML010C−B
RAD33 YML012C−A
ERV25
UBX2
PPZ1
PSP2
YML018C
OST6
YML020W
UNG1
APT1
RPS18B
YOX1
TSA1
USA1
AIM31
RAD52
YML033W
SRC1
AMD1
YML035C−A
CGI121
YML037C
YMD8
VPS71
CAT2
PRM6
GSF2
YML048W−A
AIM32
GAL80
SUR7
YML053C
CYB2
SPC2
IMD4
CMP2
YML058C−A
SML1
NTE1
OGG1
MFT1
RPS1B
SMA2
ERV41
ITT1
DAK1
COG8
TCB3FPR3
HMG1
WAR1
ATP18
YML090W
GIM5
RAD10
YML096W
VPS9
ARG81
TSL1
YML100W−A
CUE4
YML102C−A
CAC2
NUP188
MDM1
URA5
PML39
YML108W
ZDS2
BUL2
CTK3
DAT1
ATR1
NAB6
YML117W−A
NGL3
YML119W
NDI1
GTR1
YML122C
PHO84
TUB3
MSC1
COX14
YML131W
MIC17
AIM34
MVP1
PLB2
YMR007W
PLB1
ADI1
YMR010W
HXT2
CLU1
ERG5
SOK2
SPO20
YMR018W
STB4
FMS1
MAC1
UBC7
MSS1
CSI1
PEX12
YMR027W
FAR8
RSF1
YMR031C
YMR031W−A
YMR034C
IMP2
MIH1
MSN2
CCS1
SUB1
YET2
ARA2
ARG80
IOC4
CSM3
YMR052C−A
FAR3
STB2
STV1
BUB2
AAC1
YMR057C
FET3
SAM37
RIM9
KAR5
UBX4
AVO2
MOT3
IRC21
YMR074C
YMR075C−A
RCO1
CTF18
**UPF1**
YMR085W
YMR086C−A
YMR086W
YMR087W
VBA1
AIP1SNO1
SNZ1
YMR099C
MUB1
SRT1
YMR102C YMR103C
YPK2
PGM2
**YKU80**
SPG4
MYO5
HFD1
YMR111C
YMR114C
MGR3
ASC1
YMR118C
ASI1
YMR119W−A
ADE17RPL15B
YMR122C
PKR1
YMR124W
DLT1
SAS2
POM152
YMR130W
JLP2
REC114
GID8
YMR135W−A
GAT2
PSO2
CIN4
RIM11
SIP5
YMR141C
RPS16A
YMR144W
NDE1
YMR147W
OSW5
YIM1
YMR153C−A
NUP53
RIM13
YMR155W
TPP1
AIM36
YMR158C−A
YMR158W−A
ATG16
YMR160W
HLJ1
DNF3
INP2
MSS11
PAH1
YMR166C
MLH1
YMR169c
ALD3
ALD2
EAR1
YMR172C−A
HOT1
DDR48
YMR173W−A
PAI3
SIP18
ECM5
MMT1
YMR178W
SPT21
CTL1
YMR181C
RGM1
SSO2
HSC82
YMR187C
MRPS17
GCV2
SGS1
SPG5
GYL1
YMR193C−A
YMR194C−A
RPL36A
ICY1
YMR196W
CIK1
CLN1
RAD14
ERG2
INP1
PFK2
YMR206W
HFA1
YMR209C
YMR210W
SCJ1
GAS3
SKY1
ESC1
YMR221C
FSH2
UBP8
**MRE11**
MRPL44
YMR226C
RPS10B
FUS2
TRI1
RNH1
BCH1
DFG5
YHM2
ZRC1
YMR244C−A
YMR244W
YMR245W
FAA4
RKR1
GAD1
GTO3
HOR7YMR252C
YMR253C
YMR254C
GFD1
COX7
YMR258C
YMR259C
TPS3
YMR262W
SAP30
CUE1
YMR265C
RSN1
TMA23
URA10
SCS7
ZDS1
RCE1
BUL1
DSK2
PGM3
YMR279C
CAT8
AEP2
RIT1
**YKU70**
NGL2
ABZ2
YMR291W
GOT1
JNM1
YMR294W−A
YMR295C
PRC1
DYN3
ADE4
YME2
ADH2
YMR304C−A
UBP15
SCW10
YMR306C−A
FKS3
GAS1
YMR310C
GLC8
ELP6
TGL3
YMR315W
YMR316C−A
YMR316C−B
DIA1
YMR317WADH6FET4
YMR320W
SNO4
YMR326C
DOM34
PET8
HRB1
ASI3
IDP3
YNL010W
YNL011C
SPO1
YNL013C
HEF3
PBI2
PUB1
ARK1
HDA1
YNL022C
FAP1
YNL024C
CRZ1
YNL028W
KTR5
HHF2
HHT2
SIW14
YNL034W
YNL035C
IDH1
YNL040W
COG6
BOP3
YNL043C
YIP3
LAP2
YNL046W
SLM2
SFB2
YNL050C
COG5
COX5A
MSG5
VAC7
OCA2
YNL057W
YNL058C
MTQ1
YDJ1
AQR1
SUN4
RPL9B
FKH2
RPL16B
TOM7
LAT1
RNH201
MLF3
MKS1
APJ1
NIS1
TPM1
EOS1
SWS2
PMS1
SAL1
MKT1
YNL086W
TCB2
YNL089C
RHO2
NST1
YNL092W
YPT53
APP1
YNL095C
RPS7B
PHO23
RAS2
OCA1
AIM37
AVT4
LEU4
RRT16
INP52
YAF9
YNL108C
YNL109W
CYB5
YNL115C
DMA2
MLS1
NCS2
YNL120C
TOM70
YNL122C
NMA111
ESBP6
FAR11TEP1
NRK1
CPT1
YNL134C
FPR1
EAF7
YNL140C
AAH1
MEP2
YNL143C
YNL144C
MFA2
YNL146W
LSM7
GIM3
YCK2
YNL155W
NSG2
YNL157W
ASI2
RPL42A
IBD2
YNL165W
BNI5SKO1
FMP41
PSD1
YNL170W
YNL171C
MDG1
NOP13
YNL176C
YNL179C
RHO5
NPR1
SWT21
YNL190W
DUG3
CHS1
YNL193W
YNL194C
YNL195C
SLZ1
WHI3
YNL198C
GCR2
YNL200CPSY2
SPS19
YNL203C
SPS18
YNL205C
RTT106
YNL208W
YNL211C
VID27
PEX17
IES2
YNL217W
MGS1
ALG9
ATG4
SQS1
YNL226W
JJJ1
YNL228W
URE2
ELA1
PDR16
BNI4
YNL234W
YNL235C
SIN4
YTP1
KEX2
LAP3
ZWF1
ATG2
VPS75
MPA43
**RAD50**
TEX1
RTC4
GIS2
SIP3
ATX1
IST1
YNL266W
LYP1
ALP1
BNI1
TOF1
GOR1
BOR1
MET2
CAF120
PRM1
ERG24
HCH1
WSC2
MRPL10
YNL285W
CUS2
CAF40
PCL1
MID1
PUS4
MSB3
RIM21
YNL295W
YNL296W
MON2
CLA4
TRF5
TOS6
RPL18B
RPS19B
YNL303W
YPT11
YNL305C
MCK1STB1
YNL311C
DAL82
ATP11
PHA2
HXT14
YNL319W
YNL320W
VNX1
KRE1
LEM3
YNL324W
FIG4
PFA3
EGT2
MDJ2
PEX6
RPD3
THI12
SNZ2
SNO2
DDI3
COS1
YNL338W
YRF1−6
CIT1
ATO2
YNR004W
YNR005C
VPS27ATG3
LRO1
NRM1
CSE2
URK1
PHO91
YNR014W
SMM1
AIM38
ARE2
ATP23
YNR021W
MRPL50
MPP6
YNR025C
BUD17CPR8
YNR029C
ALG12
SSK2
HUB1
PPG1
ABZ1
SOL1
ZRG17
YNR040W
COQ2
YNR042W
AGA1
PET494
FPK1
YNR048W
MSO1
LYS9
BRE5
HOL1
BIO5
BIO4
BIO3
MNT4
FRE4YNR061C
YNR062C
YNR063W
YNR064C
YNR065C
YNR066C
DSE4
BSC5
YNR071C
HXT17
YNR073C
AIF1
COS10
PHO80
IZH2
PFA4
SIN3
TOP1
CSI2
COQ10
MDM12
PLB3
HTZ1
HRD1
YOL013W−A
YOL014W
IRC10
CMK2ESC8
TLG2
YOL019W
TAT2
YOL024W
LAG2
MDM38
YAP7
YOL029C
GAS5
SIL1
OPI10
YOL035C
YOL036W
YOL037C
RPP2A
NOP12
NGL1NTG2
PEX15
PSK2
YOL046C
YOL047C
RRT8
GSH2
YOL050C
SPE2
YOL053C−A
AIM39
PSH1
THI20
GPM3
YOL057W
ARG1
GPD2
MAM3
PRS5
APM4
CRT10
MET22
INP54
RTG1
HST1
NBA1
EMI5
YOL073C
YOL075C
YOL079W
REX4
IRA2
ATG19
YOL083W
PHM7
YOL085C
ADH1
YOL087C
MPD2
HAL9
MSH2
SPO21
YOL092W
TRM10
HMI1
YOL098C
YOL099C
IZH4
ITR2
NDJ1
WSC3
YOL106W
YOL107W
INO4
ZEO1
SHR5
MDY2
MSB4
SKM1
YOL114C
PAP2
MSN1
RRI2
YOL118C
MCH4
RPS19A
SMF1
TRM11
MDH2
YGK3
VPS68
YOL131W
GAS4
PFK27
BSC6
RTC1
PPM2
PEX11
YOL150C
GRE2
FRE7
YOL153C
HPF1
ENB1
YOL159C
YOL160W
YOL162W
YOL163W
RRP6
ALG6
YSP3
DNL4
TSR3
SGT2
SLG1
YOR008C−A
TIR4
TIR2
AUS1
YOR012WIRC11
RTS1
YOR015W
ERP4
PET127
ROD1
YOR019W
YOR021C
YOR022C
AHC1
YOR024W
HST3
BUB3
STI1
CIN5
YOR029W
DFG16
CRS5
HMS1
**EXO1**
AKR2
SHE4
CYC2
HIR2
CKB2
GLO4
YOR041C
CUE5
WHI2
IRC23
TOM6
STD1
RSB1
YOR050C
YOR051C
YOR052C
YOR053W
VHS3
YOR055W
ASE1
YOR059C
CKA2
YOR062C
YNG1
CYT1
MSA1
ALG8
VAM10
VPS5
GYP1
NRT1
YOR072W
SKI7
BUD21
ATX2
DIA2
TGL5
YOR082C
WHI5
LPX1
OST3
TCB1
YVC1
YOR088W
VPS21
PTC5
TMA46
ECM3
YOR093C
ARF3YOR097C
KTR1CRC1
RAS1
PIN2
YOR105W
VAM3
RGS2
LEU9
INP53
YOR111W
CEX1
AZF1
YOR114W
TRS33
RTC5
GCY1
YOR121C
LEO1
UBP2
CAT5
IAH1
RGA1
ADE2
AFI1
YOR131C
VPS17
EFT1
BAG7
IRC14
IDH2
SIA1
RUP1
YOR139C
SFL1
ARP8
LSC1
ELG1
YOR152C
PDR5
SLP1
ISN1
NFI1
PET123
PNS1
YRR1
DDP1
GET4
SEY1
SWT1
RPS28A
YOR170W
LCB4
YRM1
DCS2
ALE1
MPC54
GAC1
SYC1
DCI1
RPS30B
FYV12
SER1
GSP2
YOR186W
MSB1
IES4
SPR1
ULS1
THI72
PEX27
SLK19
LIP5
MCA1
HIS3
PTP2
NPT1
STE4
SAS5
YOR214C
AIM41
RUD3
STE13
RCN2
MCT1
ODC2
YOR223W
YOR225W
ISU2
HER1
YOR228C
WTM2
WTM1 MKK1
KIN4
RPL33B
IRC13
HES1
YOR238W
ABP140
YOR240W
SSP2
PUS7
DGA1
YOR246C
SRL1
YOR248W
TUM1
TMA16
NAT5
OSW1
YOR263C
DSE3
RBL2
PNT1
HRK1
YOR268C
PAC1
VPH1
FSF1
TPO4
MOD5
RIM20
CAF20
YOR277C
RFM1
FSH3
YOR283W
HUA2
YOR285W
YOR286W
MPD1
YOR289W
YPK9
YOR292C
RPS10A
YOR296W
TIM18
MBF1
MUM3
BUD7
YOR300W
RAX1
YOR302W
CPA1
YOR304C−A
ISW2
MCH5
SLY41
SNU66
YOR309C
DGK1
RPL20B
SPS4
YOR314W
SFG1
COT1FAA1
YOR318C
GNT1PMT3
LDB19
FRT1
YOR325W
SNC2
PDR10
YOR333C
MRS2
TEA1
YOR338W
UBC11
YOR342C
YOR343C
TYE7
YOR345C
REV1
PYK2
PUT4
CIN1
MNE1
MEK1
YOR352W
MSC6GDS1
YOR356W
SNX3
HAP5
VTS1
PDE2
PIP2
YOR364W
YOR365C
YOR366W
SCP1
**RAD17**
GPB1
ALD4
GDH1
YOR376W
ATF1
YOR378W
YOR379C
RDR1
FRE3
FIT2FIT3
FRE5
YOR385W
PHR1
HAT1 ULA1
LSP1
CHL1
YPL009C
YPL014W
HST2
IRC15
CTF19
VTC3
ECM23
RAD1
MET12
RMI1
YPL025C
SKS1
SMA1
TRM44
SVL3
SRL4
YPL034W
YPL035C
PMA2
EGD1
MET31
YPL039W
YPL041C
ELC1
SGF11
CAM1
ARL3OAZ1
KTR6
LEE1
LGE1
YPL056C
SUR1
PDR12
LPE10
ALD6
YPL062W
CWC27
YPL066W
YPL067C
YPL068C
BTS1
MUK1
YPL071C
UBP16
YPL073C
YTA6
RPL21B
YPL080C
RPS9A
ELP3
YDC1
YPL088W
RLM1
RPS6A
GLR1
SSU1
EEB1
PNG1
MGR2
AIM43
ATG21
ELP4
YPL102C
FMP30
SYH1
SSE1
YPL107W
YPL108W
YPL109C
GDE1
CAR1
PEX25
YPL113C
YPL114W
BEM3
HOS3
DBP1
VPS30
MEI5
RNY1
KAP120
HHO1
SPO19
RDS2ODC1
ISU1
YPL136W
GIP3
SPP1
UME1
MKK2
YPL141C
POC4
KES1
PXA1
ATG5
YPL150W
RRD2
PEP4
KIP2
PRM4
TGS1
AIM44
PET20
BEM4
YPL162C
SVS1
MLH3
SET6
ATG29
REV3
YPL168W
DAP1
OYE3
COX10
NIP100
TRE1
CUP9
CBC2
PPQ1
TCO89
CTI6
YPL182C
RTT10
RTC6
MRN1
YPL185W
UIP4
MF(ALPHA)1
GUP2
YPL191CPRM3
**DDC1**
APL5
OXR1
YPL197C
RPL7B
YPL199C
CSM4
YIG1
AFT2
TPK2
YPL205C
PGC1
TYW1
RKM1
PUS1
LEA1
THI6
YPL216W
PCL8
RPL1A
FLC1
FMP40
GRE1
MMT2
YPL225W
NEW1
ALG5
YPL229W
USV1
SSO1
YPL236C
YAR1
HSP82
CIN2
HUT1
YPL245W
RBD2
YPL247C
GAL4GYP5
ICY2
VIK1
CLN2
YPL257W
THI21
APM1
YPL260W
YPL261C
FUM1
KEL3
YPL264C
DIP5
ACM1
KAR9
MDL2
YPL272C
SAM4
SAM3
CIT3
PDH1
YPR003C
AIM45
HAL1
ICL2
REC8
HAA1
SUT2
YPR011C
YPR012W
YPR013C
YPR014C
YPR015C
DSS4
RLF2
ATP20
AGC1
YPR022C
EAF3
YME1
ATH1
YPR027C
YOP1
APL4
CSR2
NTO1
SRO7
ERV2
IRC16YPR039W
TIP41
PUF2
RPL43A
OPI11
YPR045C
MCM16
YPR050C
MAK3
NHP6A
YPR053C
SMK1
BRR1
YMC1
YPR059C
ARO7
JID1
FCY1
YPR063C
YPR064W
ROX1
UBA3
HOS1
SPE3
MED1
YPR071W
LTP1
TKL1
OPY2
YPR076W
YPR077C
YPR078C
MRL1
MDM36
YPR084W
YPR089W
YPR090W
YPR091C YPR092W
ASR1SYT1
YPR096C
YPR097W
YPR098C
ISR1
YPR109W
DBF20
YPR114W
YPR115W
YPR117W
MRI1
CLB2
CLB5
THI22
AXL1
YPR123C
YLH47
YPR126C
YPR127W
ANT1
SCD6
YPR130C
RPS23B
MSS18 CTF4
MEP3
TAZ1
KAR3
ASN1
YPR146C
YPR147C
YPR148C
NCE102
YPR150W
SUE1
URN1
YPR153W
PIN3
NCA2
TPO3
YPR157W
CUR1
GPH1
MMS1
MET16
YPR170C
BSP1
YPR172W
VPS4
YPR174C
HDA3
GDB1
ATG13
MLC2
SKI3
QCR2
AQY1
HPA2
OPT2
YPR195C
YPR196W
YPR197C
SGE1
ARR1
ARR2
ARR3
YML009c
YML013C−A
YMR158C−B
YMR175w
−2e+06 −1e+06 0e+00 1e+06 2e+06 3e+06
−2e
+06
−1e
+06
0e+
001e
+06
2e+
063e
+06
V1
V2
V3
V4
V5V6
V7
V8
V9
V10
V11
V12
V13
V14
V15
V16
V17
V18
V19
V20
V21
V22
−2e+05 0e+00 2e+05 4e+05
−1e
+05
0e+
001e
+05
2e+
05QT clusters in PCA−space
PC1
PC
2
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Cluster 1Cluster 2Cluster 3Cluster 4Cluster 5Cluster 6Cluster 7Cluster 8Cluster 9Cluster 10Cluster 11Cluster 12Cluster 13Cluster 14Cluster 15Cluster 16Cluster 17Cluster 18Cluster 19Cluster 20Cluster 21Cluster 22Cluster 23